Repository: srush/GPU-Puzzles
Branch: main
Commit: b3c4b237d7f0
Files: 6
Total size: 2.3 MB

Directory structure:
gitextract_zqgbpb4c/

├── .gitignore
├── GPU_puzzlers.ipynb
├── GPU_puzzlers.py
├── LICENSE
├── README.md
└── lib.py

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FILE CONTENTS
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FILE: .gitignore
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================================================
FILE: GPU_puzzlers.ipynb
================================================
{
  "cells": [
    {
      "cell_type": "markdown",
      "id": "23454034",
      "metadata": {
        "lines_to_next_cell": 2,
        "id": "23454034"
      },
      "source": [
        "# GPU Puzzles\n",
        "- by [Sasha Rush](http://rush-nlp.com) - [srush_nlp](https://twitter.com/srush_nlp)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "09ffa5eb",
      "metadata": {
        "id": "09ffa5eb"
      },
      "source": [
        "![](https://github.com/srush/GPU-Puzzles/raw/main/cuda.png)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "c9064f5c",
      "metadata": {
        "id": "c9064f5c"
      },
      "source": [
        "GPU architectures are critical to machine learning, and seem to be\n",
        "becoming even more important every day. However, you can be an expert\n",
        "in machine learning without ever touching GPU code. It is hard to gain\n",
        "intuition working through abstractions. "
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d4af993a",
      "metadata": {
        "id": "d4af993a"
      },
      "source": [
        "This notebook is an attempt to teach beginner GPU programming in a\n",
        "completely interactive fashion. Instead of providing text with\n",
        "concepts, it throws you right into coding and building GPU\n",
        "kernels. The exercises use NUMBA which directly maps Python\n",
        "code to CUDA kernels. It looks like Python but is basically\n",
        "identical to writing low-level CUDA code. \n",
        "In a few hours, I think you can go from basics to\n",
        "understanding the real algorithms that power 99% of deep learning\n",
        "today. If you do want to read the manual, it is here:"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "cb974c6b",
      "metadata": {
        "id": "cb974c6b"
      },
      "source": [
        "[NUMBA CUDA Guide](https://numba.readthedocs.io/en/stable/cuda/index.html)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "783f5a51",
      "metadata": {
        "id": "783f5a51"
      },
      "source": [
        "I recommend doing these in Colab, as it is easy to get started.  Be\n",
        "sure to make your own copy, turn on GPU mode in the settings (`Runtime / Change runtime type`, then set `Hardware accelerator` to `GPU`), and\n",
        "then get to coding."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "743b3805",
      "metadata": {
        "id": "743b3805"
      },
      "source": [
        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/srush/GPU-Puzzles/blob/main/GPU_puzzlers.ipynb)"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "044bd802",
      "metadata": {
        "id": "044bd802"
      },
      "source": [
        "(If you are into this style of puzzle, also check out my [Tensor\n",
        "Puzzles](https://github.com/srush/Tensor-Puzzles) for PyTorch.)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": 5,
      "id": "4c078331",
      "metadata": {
        "execution": {
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          "iopub.status.busy": "2022-08-07T21:24:28.090509Z",
          "iopub.status.idle": "2022-08-07T21:24:40.218920Z",
          "shell.execute_reply": "2022-08-07T21:24:40.217864Z"
        },
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        "id": "4c078331",
        "outputId": "f3711c44-23da-464b-90fe-b615880d1a14",
        "colab": {
          "base_uri": "https://localhost:8080/"
        }
      },
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "  Installing build dependencies ... \u001b[?25l\u001b[?25hdone\n",
            "  Getting requirements to build wheel ... \u001b[?25l\u001b[?25hdone\n",
            "  Preparing metadata (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n",
            "  Building wheel for chalk-diagrams (pyproject.toml) ... \u001b[?25l\u001b[?25hdone\n"
          ]
        }
      ],
      "source": [
        "!pip install -qqq git+https://github.com/chalk-diagrams/planar git+https://github.com/danoneata/chalk@srush-patch-1\n",
        "!wget -q https://github.com/srush/GPU-Puzzles/raw/main/robot.png https://github.com/srush/GPU-Puzzles/raw/main/lib.py"
      ]
    },
    {
      "cell_type": "code",
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      "id": "53cba43c",
      "metadata": {
        "execution": {
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      },
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      "source": [
        "import numba\n",
        "import numpy as np\n",
        "import warnings\n",
        "from lib import CudaProblem, Coord"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "76a82629",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:40.701357Z",
          "iopub.status.busy": "2022-08-07T21:24:40.700827Z",
          "iopub.status.idle": "2022-08-07T21:24:40.705366Z",
          "shell.execute_reply": "2022-08-07T21:24:40.704574Z"
        },
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      },
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      "source": [
        "warnings.filterwarnings(\n",
        "    action=\"ignore\", category=numba.NumbaPerformanceWarning, module=\"numba\"\n",
        ")"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "d0ad1b7a",
      "metadata": {
        "lines_to_next_cell": 2,
        "id": "d0ad1b7a"
      },
      "source": [
        "## Puzzle 1: Map\n",
        "\n",
        "Implement a \"kernel\" (GPU function) that adds 10 to each position of vector `a`\n",
        "and stores it in vector `out`.  You have 1 thread per position."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "2bcbce0d",
      "metadata": {
        "lines_to_next_cell": 2,
        "id": "2bcbce0d"
      },
      "source": [
        "**Warning** This code looks like Python but it is really CUDA! You cannot use\n",
        "standard python tools like list comprehensions or ask for Numpy properties\n",
        "like shape or size (if you need the size, it is given as an argument).\n",
        "The puzzles only require doing simple operations, basically\n",
        "+, *, simple array indexing, for loops, and if statements.\n",
        "You are allowed to use local variables. \n",
        "If you get an\n",
        "error it is probably because you did something fancy :). "
      ]
    },
    {
      "cell_type": "markdown",
      "id": "cb5e1d85",
      "metadata": {
        "id": "cb5e1d85"
      },
      "source": [
        "*Tip: Think of the function `call` as being run 1 time for each thread.\n",
        "The only difference is that `cuda.threadIdx.x` changes each time.*"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "ab0899de",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:40.710192Z",
          "iopub.status.busy": "2022-08-07T21:24:40.709745Z",
          "iopub.status.idle": "2022-08-07T21:24:40.779921Z",
          "shell.execute_reply": "2022-08-07T21:24:40.779104Z"
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        "outputId": "a98a5828-bf1d-402f-dd61-68cfe9b69d9d"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Map\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
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            ],
            "text/plain": [
              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bbfb80>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=11.616000000000001, height=12.936255200000002, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.643127600000001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bbf700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bbf460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bbf1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bbac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bba8b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bba430>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Map', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2500999999999998), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.6500000000000001,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb8c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb8970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb8670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb8400>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bacd30>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb5460>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb5b50>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bb8280>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.380166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bac6d0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bac2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bac0a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bab5e0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180bab610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180ba5a60>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180ba5c40>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180ba26a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180ba2340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c1bfa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c1bc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c1b8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c1b6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c1b100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c18eb0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c0d6d0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c04a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c046a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c04250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c00ee0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c0d2b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c18880>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c12d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c129a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c125b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c12220>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1180c18460>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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            ]
          },
          "execution_count": 4,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def map_spec(a):\n",
        "    return a + 10\n",
        "\n",
        "\n",
        "def map_test(cuda):\n",
        "    def call(out, a) -> None:\n",
        "        local_i = cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 1 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 4\n",
        "out = np.zeros((SIZE,))\n",
        "a = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Map\", map_test, [a], out, threadsperblock=Coord(SIZE, 1), spec=map_spec\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "0a5520a6",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:40.783843Z",
          "iopub.status.busy": "2022-08-07T21:24:40.783394Z",
          "iopub.status.idle": "2022-08-07T21:24:41.318965Z",
          "shell.execute_reply": "2022-08-07T21:24:41.318117Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "0a5520a6",
        "outputId": "d3f1e273-d5e0-4e4b-ccaf-fd28840f899f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0.]\n",
            "Spec : [10 11 12 13]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "59aecc28",
      "metadata": {
        "id": "59aecc28"
      },
      "source": [
        "## Puzzle 2 - Zip\n",
        "\n",
        "Implement a kernel that adds together each position of `a` and `b` and stores it in `out`.\n",
        "You have 1 thread per position."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "619b4208",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.322974Z",
          "iopub.status.busy": "2022-08-07T21:24:41.322540Z",
          "iopub.status.idle": "2022-08-07T21:24:41.408046Z",
          "shell.execute_reply": "2022-08-07T21:24:41.407300Z"
        },
        "lines_to_next_cell": 0,
        "id": "619b4208",
        "outputId": "9c06a417-9d69-4787-ca33-3c222496053e"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Zip\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782795b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=11.616000000000001, height=22.3742552, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.3621276), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782f5ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782f5eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782f5520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782f51c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782f0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782f0790>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Zip', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2500999999999998), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.6500000000000001,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782eefd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782eecd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782ee9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782ee730>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782ec0d0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782ec7c0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782eceb0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782ee5e0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.670166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e9820>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e9610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e9400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e49a0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e49d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e46d0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e2d60>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dcc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dcaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dc490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d9df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d9fa0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11785f75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178616910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d4a60>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782cfe20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782cfa00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782cf5e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782cf220>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d4640>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178616e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117861ad30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117861aaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117861a580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117861a220>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178616610>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d97f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11786255e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11785db9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11785dbd30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11785f7490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d93d0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dcb80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782d9670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dc8e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dce50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dcee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782dcdf0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df280>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df8b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df7c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782df6d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -6.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e2940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e24c0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
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            ]
          },
          "execution_count": 6,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def zip_spec(a, b):\n",
        "    return a + b\n",
        "\n",
        "\n",
        "def zip_test(cuda):\n",
        "    def call(out, a, b) -> None:\n",
        "        local_i = cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 1 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 4\n",
        "out = np.zeros((SIZE,))\n",
        "a = np.arange(SIZE)\n",
        "b = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Zip\", zip_test, [a, b], out, threadsperblock=Coord(SIZE, 1), spec=zip_spec\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "93ddda39",
      "metadata": {
        "id": "93ddda39"
      },
      "outputs": [],
      "source": []
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "f5037564",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.411997Z",
          "iopub.status.busy": "2022-08-07T21:24:41.411569Z",
          "iopub.status.idle": "2022-08-07T21:24:41.450428Z",
          "shell.execute_reply": "2022-08-07T21:24:41.449609Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "f5037564",
        "outputId": "22798fcf-0f3c-47a0-98c5-dbe671f25f57"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0.]\n",
            "Spec : [0 2 4 6]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "bb90ab5b",
      "metadata": {
        "id": "bb90ab5b"
      },
      "source": [
        "## Puzzle 3 - Guards\n",
        "\n",
        "Implement a kernel that adds 10 to each position of `a` and stores it in `out`.\n",
        "You have more threads than positions."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "f5c83704",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.454648Z",
          "iopub.status.busy": "2022-08-07T21:24:41.454179Z",
          "iopub.status.idle": "2022-08-07T21:24:41.527083Z",
          "shell.execute_reply": "2022-08-07T21:24:41.526268Z"
        },
        "id": "f5c83704",
        "outputId": "2ca047fc-ab05-43f6-e13c-bf0c5504a54a"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Guard\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Guard', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2500999999999998), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.8500000000000005,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ff700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ff400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ff100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781fddc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781fdac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781fd7c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781fd4c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781fd340>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178254f40>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825a670>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825ad60>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178256490>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.4,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178256b80>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782582b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.6000000000000005,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782589a0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781fd040>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.380166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178254a00>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782545b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178254250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178248310>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782483a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117823fe80>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117823fb50>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178240820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178240ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782574f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178257850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178257220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178257e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178257a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825c9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825c700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825c220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178277e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178277c40>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782756a0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117826dc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117826d820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117826d430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117826d0a0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178275280>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178277730>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178270d00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178270910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178270520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178270130>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178277310>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 8,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def map_guard_test(cuda):\n",
        "    def call(out, a, size) -> None:\n",
        "        local_i = cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 2 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 4\n",
        "out = np.zeros((SIZE,))\n",
        "a = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Guard\",\n",
        "    map_guard_test,\n",
        "    [a],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(8, 1),\n",
        "    spec=map_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "2e34629f",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.530990Z",
          "iopub.status.busy": "2022-08-07T21:24:41.530541Z",
          "iopub.status.idle": "2022-08-07T21:24:41.561067Z",
          "shell.execute_reply": "2022-08-07T21:24:41.560144Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "2e34629f",
        "outputId": "4624d5c3-436e-4a3b-d532-c67538ed40e0"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0.]\n",
            "Spec : [10 11 12 13]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "ec33ed08",
      "metadata": {
        "id": "ec33ed08"
      },
      "source": [
        "## Puzzle 4 - Map 2D\n",
        "\n",
        "Implement a kernel that adds 10 to each position of `a` and stores it in `out`.\n",
        "Input `a` is 2D and square. You have more threads than positions."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "75d5eff5",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.565190Z",
          "iopub.status.busy": "2022-08-07T21:24:41.564731Z",
          "iopub.status.idle": "2022-08-07T21:24:41.639943Z",
          "shell.execute_reply": "2022-08-07T21:24:41.639094Z"
        },
        "id": "75d5eff5",
        "outputId": "358b8e1c-5601-4a90-d1f0-2bfbbff26b9b"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Map 2D\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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            ],
            "text/plain": [
              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781db550>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=14.520000000000003, height=12.452255200000003, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.4011276000000015), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d6bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d6910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d67f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d62b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d5f10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d5a90>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Map 2D', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.3501000000000003), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.1,\n",
              "       0.0, 1.0, -1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d5310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d1fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d1cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d19d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d16d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d13d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781d10d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ccd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ccac0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c6130>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c6820>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c6f10>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c8640>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c8d60>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ca490>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781cab80>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781cc2b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781cc9a0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0071ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.450100000000001), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.260166000000002), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c1c40>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c18e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781c16d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781bdd90>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781bddc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781bd850>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781bd4c0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178236100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782246a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822bfa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822bc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822b8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822b580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822b280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178228e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178228ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782288e0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820e340>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782178b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782174c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782170d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820dd00>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178217ee0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782283d0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820c940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820c550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820c160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820ed90>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820cf70>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178228250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822b340>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822b7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822b700>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822bb50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822ba60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822beb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117822bdc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224160>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782245b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782244c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224820>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224b80>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178224ee0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.0000999999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178236e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178236a00>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=12.0, height=4.200119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 10,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def map_2D_test(cuda):\n",
        "    def call(out, a, size) -> None:\n",
        "        local_i = cuda.threadIdx.x\n",
        "        local_j = cuda.threadIdx.y\n",
        "        # FILL ME IN (roughly 2 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 2\n",
        "out = np.zeros((SIZE, SIZE))\n",
        "a = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))\n",
        "problem = CudaProblem(\n",
        "    \"Map 2D\", map_2D_test, [a], out, [SIZE], threadsperblock=Coord(3, 3), spec=map_spec\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "ed777631",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.643707Z",
          "iopub.status.busy": "2022-08-07T21:24:41.643280Z",
          "iopub.status.idle": "2022-08-07T21:24:41.675212Z",
          "shell.execute_reply": "2022-08-07T21:24:41.674350Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "ed777631",
        "outputId": "8ae847a3-fc31-44a3-c9c3-b669e796ac67"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [[0. 0.]\n",
            " [0. 0.]]\n",
            "Spec : [[10 11]\n",
            " [12 13]]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "bdcfd649",
      "metadata": {
        "id": "bdcfd649"
      },
      "source": [
        "## Puzzle 5 - Broadcast\n",
        "\n",
        "Implement a kernel that adds `a` and `b` and stores it in `out`.\n",
        "Inputs `a` and `b` are vectors. You have more threads than positions."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "123e664b",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.679242Z",
          "iopub.status.busy": "2022-08-07T21:24:41.678801Z",
          "iopub.status.idle": "2022-08-07T21:24:41.759781Z",
          "shell.execute_reply": "2022-08-07T21:24:41.758930Z"
        },
        "id": "123e664b",
        "outputId": "9b16e7be-3978-4d06-8427-2d2595fbe6d7"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Broadcast\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
          "data": {
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              "<?xml version=\"1.0\" encoding=\"utf-8\" ?>\n",
              "<svg baseProfile=\"full\" height=\"876.7127600000002\" version=\"1.1\" width=\"726\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:ev=\"http://www.w3.org/2001/xml-events\" xmlns:xlink=\"http://www.w3.org/1999/xlink\"><defs><marker id=\"arrow\" markerHeight=\"3.5\" markerWidth=\"5\" orient=\"auto\" refX=\"5.0\" refY=\"1.7\"><polygon points=\"0,0 5,1.75 0,3.5\" /></marker></defs><g style=\"fill:white;\"><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 363.0, 438.35638)\"><g transform=\"matrix(47.619047619047606, 0.0, 0.0, 47.619047619047606, 0.0, 0.0)\"><g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -0.0)\"><g><g style=\"fill: #ffffff;stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><rect height=\"17.534255200000004\" style=\"vector-effect: non-scaling-stroke;\" width=\"14.520000000000003\" x=\"-7.260000000000002\" y=\"-8.767127600000002\" /></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -7.942127600000003)\"><g><g><g><g><g><g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.75)\"><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><text style=\"text-align:center; text-anchor:middle; dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:1px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">Broadcast</text></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 1.2501)\"><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 3.3501000000000003)\"><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -1.1, -1.1)\"><g><g><g><g><g><g><g><g><g><g /><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g><g style=\"fill: #ff0000;stroke: 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              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.942127600000003), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781a6490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781a6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781a6340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781a3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781a3a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781a35b0>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178198d90>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117819b4c0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0071ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.450100000000001), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.570166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178188820>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781882b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781880a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818d760>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818d790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818d2e0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117817bd90>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178179a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178179160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818ecd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ebc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ebbb0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ec400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ec220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781f7580>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781f0c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781f08b0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781f72b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.5), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781eeac0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ee1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781f7eb0>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ee7f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781eb580>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e5af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e5700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e5310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781ecf70>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781eb160>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781eb400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1070>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1880>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781e1cd0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e160>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818e5b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818ebe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818eaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818ea00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818eeb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818ef40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117818ee50>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781794c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781793d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781792e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178179910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178179820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178179730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.7500999999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117817b880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117817b400>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=12.0, height=8.40012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 12,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def broadcast_test(cuda):\n",
        "    def call(out, a, b, size) -> None:\n",
        "        local_i = cuda.threadIdx.x\n",
        "        local_j = cuda.threadIdx.y\n",
        "        # FILL ME IN (roughly 2 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 2\n",
        "out = np.zeros((SIZE, SIZE))\n",
        "a = np.arange(SIZE).reshape(SIZE, 1)\n",
        "b = np.arange(SIZE).reshape(1, SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Broadcast\",\n",
        "    broadcast_test,\n",
        "    [a, b],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(3, 3),\n",
        "    spec=zip_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "f25686b3",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.763601Z",
          "iopub.status.busy": "2022-08-07T21:24:41.763153Z",
          "iopub.status.idle": "2022-08-07T21:24:41.798938Z",
          "shell.execute_reply": "2022-08-07T21:24:41.798139Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "f25686b3",
        "outputId": "02eb386e-4493-4028-bb78-5543c11e4a45"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [[0. 0.]\n",
            " [0. 0.]]\n",
            "Spec : [[0 1]\n",
            " [1 2]]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "e9c3173e",
      "metadata": {
        "id": "e9c3173e"
      },
      "source": [
        "## Puzzle 6 - Blocks\n",
        "\n",
        "Implement a kernel that adds 10 to each position of `a` and stores it in `out`.\n",
        "You have fewer threads per block than the size of `a`."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9dd3affc",
      "metadata": {
        "id": "9dd3affc"
      },
      "source": [
        "*Tip: A block is a group of threads. The number of threads per block is limited, but we can\n",
        "have many different blocks. Variable `cuda.blockIdx` tells us what block we are in.*"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "6e0a6755",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.803000Z",
          "iopub.status.busy": "2022-08-07T21:24:41.802566Z",
          "iopub.status.idle": "2022-08-07T21:24:41.980798Z",
          "shell.execute_reply": "2022-08-07T21:24:41.979932Z"
        },
        "id": "6e0a6755",
        "outputId": "4a015cc3-be75-443c-f7ec-acc6f3fe97cf"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Blocks\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f117811d130>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=34.848, height=20.1962552, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -1.7763568394002505e-15,\n",
              "       0.0, 1.0, -9.2731276), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178116b20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178116970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178116400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178114f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178114af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178114550>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Blocks', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810cf40>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
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              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
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              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.680166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -10.56,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810c820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810c400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810c3a0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fb460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fb040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178178a30>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178178a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178178700>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178175d00>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816eca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e5e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816ffa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816fd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f790>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781dbdf0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825c2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820ff40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820f220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178245460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178241b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782415e0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178248d00>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f190>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814eee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814e880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814e340>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178151760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e070>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e400>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816e760>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816ebb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816eac0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.5001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178175b20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781756a0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=12.600119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.56,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101040>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fffa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ffc40>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ff5b0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fc250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fbeb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fbb50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fb7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816ffa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816fd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f790>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781dbdf0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825c2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820ff40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820f220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178245460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178241b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782415e0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178248d00>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f190>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814eee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814e880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814e340>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fb700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fb610>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fba60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fb970>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fbdc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fbcd0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fbfd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fc0a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.5001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ff0d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780fcc10>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=12.600119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.12,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810aeb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810aca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810a490>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117810a4c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178106d60>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178106b50>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178103760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178103400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781030a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101d00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816ffa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816fd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f790>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781dbdf0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178222130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117825c2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820ff40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117820f220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178245460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178241b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782415e0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178248d00>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117816f190>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178608310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814eee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814e880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814e340>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178157d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101b20>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178101e80>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178103310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178103220>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178103670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178103580>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.5001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781065e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178106160>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 2 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=12.600119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 14,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def map_block_test(cuda):\n",
        "    def call(out, a, size) -> None:\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 2 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 9\n",
        "out = np.zeros((SIZE,))\n",
        "a = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Blocks\",\n",
        "    map_block_test,\n",
        "    [a],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(4, 1),\n",
        "    blockspergrid=Coord(3, 1),\n",
        "    spec=map_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "6c02498f",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:41.985202Z",
          "iopub.status.busy": "2022-08-07T21:24:41.984759Z",
          "iopub.status.idle": "2022-08-07T21:24:42.023573Z",
          "shell.execute_reply": "2022-08-07T21:24:42.022706Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "6c02498f",
        "outputId": "035a3ff2-4727-48f7-8459-05c279539676"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0. 0. 0. 0. 0. 0.]\n",
            "Spec : [10 11 12 13 14 15 16 17 18]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "e1871a41",
      "metadata": {
        "id": "e1871a41"
      },
      "source": [
        "## Puzzle 7 - Blocks 2D\n",
        "\n",
        "Implement the same kernel in 2D.  You have fewer threads per block\n",
        "than the size of `a` in both directions."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "8ff4f1b6",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:42.027634Z",
          "iopub.status.busy": "2022-08-07T21:24:42.027201Z",
          "iopub.status.idle": "2022-08-07T21:24:42.601813Z",
          "shell.execute_reply": "2022-08-07T21:24:42.600919Z"
        },
        "id": "8ff4f1b6",
        "outputId": "fe385739-6622-4d36-f267-fae8b5bd6cc6"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Blocks 2D\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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            "text/plain": [
              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f7610>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=46.464, height=26.246400400000006, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -1.7763568394002505e-15,\n",
              "       0.0, 1.0, -12.298200200000004), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f73d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f7310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f4c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f4700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f43a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f0ee0>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Blocks 2D', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.3501000000000003), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.1,\n",
              "       0.0, 1.0, -1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f0760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f0460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f0160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703ede20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703edb20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703ed820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703ed520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703ed220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703eaf10>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703e15b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703e1ca0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703e43d0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703e61f0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703e68e0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
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              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
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              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.450100000000001), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.530232000000003), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -10.559999999999999,\n",
              "       0.0, 1.0, -4.290066000000001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703dfe50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703df910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703df6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703dfa60>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117804dc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117804d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117804d4f0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -7.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117804d520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178046ca0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780469d0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780446a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178044340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780408e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5ca0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178088910>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780876a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780872b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780816a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780812b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808be80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808ba90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f26a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f22b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f76a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f72b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f86a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f82b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bdee0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780881c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5970>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117809ef40>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5220>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b57f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780395b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780398e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039dc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780400a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780403a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780407f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040700>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040a60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178040dc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178044250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178044160>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780444c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5000999999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178046520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178044a00>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 15.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=19.2, height=7.80012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.12,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780633a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117805ac70>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -7.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117805a280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117805a370>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117805a190>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780566d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780575b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5ca0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178088910>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780876a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780872b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780816a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780812b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808be80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808ba90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f26a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f22b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f76a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f72b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f86a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f82b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bdee0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780881c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5970>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117809ef40>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5220>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117804dac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780570a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780574c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780573d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057a90>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178057df0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056190>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780565e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780564f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056850>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178056bb0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5000999999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178059c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178059190>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 15.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=19.2, height=7.80012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.580132), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806b8b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806b7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806b220>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -7.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806b250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178068820>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780687c0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178066490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178066130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780656d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5ca0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178088910>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780876a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780872b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780816a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780812b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808be80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808ba90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f26a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f22b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f76a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f72b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f86a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f82b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bdee0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780881c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5970>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117809ef40>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5220>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063a90>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178063df0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065190>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780655e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780654f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065850>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065bb0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178065f10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780663a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780662b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5000999999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178068310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178066760>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 1', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 15.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=19.2, height=7.80012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.12,\n",
              "       0.0, 1.0, 8.580132), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703df1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178076fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178076880>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -7.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780768b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780762e0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178075cd0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780739d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178073670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178073310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780708b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780701f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806be50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178039130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5ca0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178088910>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178087a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780876a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780872b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178081a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780816a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780812b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808be80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808ba90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117808b2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f2a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f26a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f22b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f7a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f76a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f72b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f8a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f86a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780f82b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bdee0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780881c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5970>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -2.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780adaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ad310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aaaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780aa310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a7310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780a0310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117809ef40>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780b5220>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806b3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806b580>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806bfd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117806bf70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070370>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780707c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780706d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070b20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070a30>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178070d90>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178073220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178073130>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178073580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178073490>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780738e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780737f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5000999999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178075850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780753d0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 1', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 15.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=19.2, height=7.80012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 16,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def map_block2D_test(cuda):\n",
        "    def call(out, a, size) -> None:\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 4 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 5\n",
        "out = np.zeros((SIZE, SIZE))\n",
        "a = np.ones((SIZE, SIZE))\n",
        "\n",
        "problem = CudaProblem(\n",
        "    \"Blocks 2D\",\n",
        "    map_block2D_test,\n",
        "    [a],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(3, 3),\n",
        "    blockspergrid=Coord(2, 2),\n",
        "    spec=map_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e485a106",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:42.608019Z",
          "iopub.status.busy": "2022-08-07T21:24:42.607554Z",
          "iopub.status.idle": "2022-08-07T21:24:42.645410Z",
          "shell.execute_reply": "2022-08-07T21:24:42.644607Z"
        },
        "id": "e485a106",
        "outputId": "959b7abb-b97a-43a0-998b-6ded7d92879f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [[0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0.]]\n",
            "Spec : [[11. 11. 11. 11. 11.]\n",
            " [11. 11. 11. 11. 11.]\n",
            " [11. 11. 11. 11. 11.]\n",
            " [11. 11. 11. 11. 11.]\n",
            " [11. 11. 11. 11. 11.]]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "4031ed95",
      "metadata": {
        "id": "4031ed95"
      },
      "source": [
        "## Puzzle 8 - Shared\n",
        "\n",
        "Implement a kernel that adds 10 to each position of `a` and stores it in `out`.\n",
        "You have fewer threads per block than the size of `a`."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "2df50159",
      "metadata": {
        "id": "2df50159"
      },
      "source": [
        "**Warning**: Each block can only have a *constant* amount of shared\n",
        " memory that threads in that block can read and write to. This needs\n",
        " to be a literal python constant not a variable. After writing to\n",
        " shared memory you need to call `cuda.syncthreads` to ensure that\n",
        " threads do not cross."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9b4a21b0",
      "metadata": {
        "id": "9b4a21b0"
      },
      "source": [
        "(This example does not really need shared memory or syncthreads, but it is a demo.)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "62213ea0",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:42.649928Z",
          "iopub.status.busy": "2022-08-07T21:24:42.649199Z",
          "iopub.status.idle": "2022-08-07T21:24:42.854066Z",
          "shell.execute_reply": "2022-08-07T21:24:42.853252Z"
        },
        "id": "62213ea0",
        "outputId": "1810c168-9304-4d6f-d248-33f0a4d3d56a"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Shared\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             1 |             0 |             0 |             1 | \n",
            "\n"
          ]
        },
        {
          "data": {
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              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117031a370>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.020166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -5.94,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814d5e0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11704130a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170415070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170415bb0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11704159a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780dcdc0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780dc7f0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c1580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d87c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e6a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b8c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032efd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032ed60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032e940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032e580>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178269100>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178240310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178151160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178151d00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781512e0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178269490>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780cd070>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e3580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e3e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e3d90>, diagram1=Empty(), diagram2=ApplyName(dname=(\"S0'\", 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=(\"S0'\", 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=(\"S0'\", 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=(\"S0'\", 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780cd130>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text=\"S0'\", font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170328b80>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170322bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703225e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c1fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c1bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c1730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c12e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bb4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bb8e0>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170328550>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781aa550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781aa0a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781aa190>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781aa4c0>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b8a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b82b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781aaa60>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color red>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (3.4562047917477345, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.8155622047426807, 0.5786694135646515, 2.5,\n",
              "       -0.5786694135646515, -0.8155622047426807, -1.25))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b8070>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, -1.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color red>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b87f0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.31875,\n",
              "       0.0, 1.0, -3.25), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780eb2e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b8df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781b8dc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780eb220>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e67f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e6070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780eb820>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color #ff7100>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (3.2852000034244493, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.7933306944122974, 0.6087909405561994, 2.5,\n",
              "       -0.6087909405561994, -0.7933306944122974, -0.25))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ebdf0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, -0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color #ff7100>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e65b0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.10625,\n",
              "       0.0, 1.0, -2.25), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e6f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e6cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e6b80>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e6d30>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c7df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c75e0>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color #ffe300>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (3.1193010535214456, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.7673994779367783, 0.6411692766051412, 2.5,\n",
              "       -0.6411692766051412, -0.7673994779367783, 0.75))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c7bb0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.75), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color #ffe300>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d8370>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.10625,\n",
              "       0.0, 1.0, -1.25), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d8e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d8970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d8940>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d8dc0>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c1370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d0bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d03a0>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color #af0>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (2.9593667502524927, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.7370664686334992, 0.6758202577728363, 2.5,\n",
              "       -0.6758202577728363, -0.7370664686334992, 1.75))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780d0970>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.75), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color #af0>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c1130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.31875,\n",
              "       0.0, 1.0, -0.25), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780dc430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780c1f70>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 8.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=10.799999999999999, height=11.40012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 11.879999999999999,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117814d160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178164e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178164850>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178164640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178164310>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178159ac0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178172790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fd9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170412c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170414e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032efd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032ed60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032e940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117032e580>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178269100>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178240310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178151160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178151d00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781512e0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178269490>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780cd070>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703f79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e3580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e3e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780e3d90>, diagram1=Empty(), diagram2=ApplyName(dname=(\"S0'\", 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=(\"S0'\", 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=(\"S0'\", 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=(\"S0'\", 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780cd130>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text=\"S0'\", font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170328b80>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170322bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703225e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c1fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c1bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c1730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c12e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bb4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780bb8e0>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170328550>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170413760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170413280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170413250>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11704136d0>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170414c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11704144c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170413c70>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color red>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (3.4562047917477345, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.8155622047426809, -0.5786694135646513, 2.5,\n",
              "       0.5786694135646513, -0.8155622047426809, -1.25))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170414280>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, -1.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color red>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170414a00>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.31875,\n",
              "       0.0, 1.0, 0.75), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170416520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170416130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170414f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170416490>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170412a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170412280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170416a30>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color #ff7100>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (3.2852000034244493, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.7933306944122976, -0.6087909405561992, 2.5,\n",
              "       0.6087909405561992, -0.7933306944122976, -0.25))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170412040>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, -0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color #ff7100>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11704127c0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.10625,\n",
              "       0.0, 1.0, 1.75), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117040e220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170412dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170412d90>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117040e190>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fd7c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117040e7f0>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color #ffe300>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (3.1193010535214456, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.7673994779367784, -0.6411692766051411, 2.5,\n",
              "       0.6411692766051411, -0.7673994779367784, 0.75))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117040edc0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.75), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color #ffe300>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fd580>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.10625,\n",
              "       0.0, 1.0, 2.75), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fdf70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fdca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fdb50>, diagram1=Empty(), diagram2=Empty()), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703fdf40>, diagram1=Empty(), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178172580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178161dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781615b0>, diagram1=Empty(), diagram2=ApplyStyle(style=Style(line_width=None, line_color=<Color #af0>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Path(points=Vec2Array([(0.0, 0.0), (2.9593667502524927, 0.0)]), arrow=False), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(-0.7370664686334994, -0.6758202577728362, 2.5,\n",
              "       0.6758202577728362, -0.7370664686334994, 1.75))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178161b80>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.75), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.15), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color #af0>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=0.95, height=0.95, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178172340>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.31875,\n",
              "       0.0, 1.0, 3.75), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.04), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178159700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178159280>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 8.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=10.799999999999999, height=11.40012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 18,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "TPB = 4\n",
        "def shared_test(cuda):\n",
        "    def call(out, a, size) -> None:\n",
        "        shared = cuda.shared.array(TPB, numba.float32)\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        local_i = cuda.threadIdx.x\n",
        "\n",
        "        if i < size:\n",
        "            shared[local_i] = a[i]\n",
        "            cuda.syncthreads()\n",
        "\n",
        "        # FILL ME IN (roughly 2 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 8\n",
        "out = np.zeros(SIZE)\n",
        "a = np.ones(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Shared\",\n",
        "    shared_test,\n",
        "    [a],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(TPB, 1),\n",
        "    blockspergrid=Coord(2, 1),\n",
        "    spec=map_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "6193e0ea",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:42.858447Z",
          "iopub.status.busy": "2022-08-07T21:24:42.858006Z",
          "iopub.status.idle": "2022-08-07T21:24:42.926443Z",
          "shell.execute_reply": "2022-08-07T21:24:42.925655Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "6193e0ea",
        "outputId": "a9758ec9-b59e-48ec-d92b-ed5d4f23e57b"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests."
          ]
        },
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "\n",
            "Yours: [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            "Spec : [11. 11. 11. 11. 11. 11. 11. 11.]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "815ee2ee",
      "metadata": {
        "id": "815ee2ee"
      },
      "source": [
        "## Puzzle 9 - Pooling\n",
        "\n",
        "Implement a kernel that sums together the last 3 position of `a` and stores it in `out`.\n",
        "You have 1 thread per position. You only need 1 global read and 1 global write per thread."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9947cff1",
      "metadata": {
        "id": "9947cff1"
      },
      "source": [
        "*Tip: Remember to be careful about syncing.*"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "f35e5fdb",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:42.930415Z",
          "iopub.status.busy": "2022-08-07T21:24:42.929976Z",
          "iopub.status.idle": "2022-08-07T21:24:43.020899Z",
          "shell.execute_reply": "2022-08-07T21:24:43.020143Z"
        },
        "id": "f35e5fdb",
        "outputId": "7b251baf-f498-467e-a58e-9e713c2f2bb0"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Pooling\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
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              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d16a0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d1d90>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703b44c0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.4,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703b4bb0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703b72e0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.6000000000000005,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703b79d0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703c71c0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.020166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11780ec160>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178132970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781325e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11781325b0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178245640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178245310>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170349160>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703bb0d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703bb5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703bbdc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e1c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117039d7c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117039d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1178248100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d8880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d86a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d8250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d8b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703d8d00>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170377070>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037bf40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037bbb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037b790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037b070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037aee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037aaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037a700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037a370>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170377610>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117038afd0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117038a4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117038a100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037fcd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037f8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037f4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117037f100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170383cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170383940>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117038ab20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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            ]
          },
          "execution_count": 20,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def pool_spec(a):\n",
        "    out = np.zeros(*a.shape)\n",
        "    for i in range(a.shape[0]):\n",
        "        out[i] = a[max(i - 2, 0) : i + 1].sum()\n",
        "    return out\n",
        "\n",
        "\n",
        "TPB = 8\n",
        "def pool_test(cuda):\n",
        "    def call(out, a, size) -> None:\n",
        "        shared = cuda.shared.array(TPB, numba.float32)\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        local_i = cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 8 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 8\n",
        "out = np.zeros(SIZE)\n",
        "a = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Pooling\",\n",
        "    pool_test,\n",
        "    [a],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(TPB, 1),\n",
        "    blockspergrid=Coord(1, 1),\n",
        "    spec=pool_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "b9ac503e",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.024701Z",
          "iopub.status.busy": "2022-08-07T21:24:43.024250Z",
          "iopub.status.idle": "2022-08-07T21:24:43.069099Z",
          "shell.execute_reply": "2022-08-07T21:24:43.068252Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "b9ac503e",
        "outputId": "a0d99654-127d-4a87-d257-53a67e518366"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            "Spec : [ 0.  1.  3.  6.  9. 12. 15. 18.]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "04727aa4",
      "metadata": {
        "id": "04727aa4"
      },
      "source": [
        "## Puzzle 10 - Dot Product\n",
        "\n",
        "Implement a kernel that computes the dot-product of `a` and `b` and stores it in `out`.\n",
        "You have 1 thread per position. You only need 2 global reads and 1 global write per thread."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "1a63a4c2",
      "metadata": {
        "id": "1a63a4c2"
      },
      "source": [
        "*Note: For this problem you don't need to worry about number of shared reads. We will\n",
        " handle that challenge later.*"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e5d84c0f",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.073281Z",
          "iopub.status.busy": "2022-08-07T21:24:43.072839Z",
          "iopub.status.idle": "2022-08-07T21:24:43.174688Z",
          "shell.execute_reply": "2022-08-07T21:24:43.173818Z"
        },
        "id": "e5d84c0f",
        "outputId": "af7ac903-c8e1-47f1-d33d-170cb0af43e2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Dot\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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            "text/plain": [
              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703be730>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=11.616000000000001, height=33.99025520000001, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -16.1701276), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11782e1280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170397cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170397fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170397490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170397130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170393940>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Dot', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2500999999999998), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.8500000000000005,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170393490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170393100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a4c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a4940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a4640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a4340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a4040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a0d30>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170317b20>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117029c250>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117029c940>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117029d070>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.4,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117029d760>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117029de50>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.6000000000000005,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a0580>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a0c10>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 16.950166000000003), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703174c0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170317190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170315a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170315640>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
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              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170311a00>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d8b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703092e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703082e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170304e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170304eb0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170301850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170301490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702eb8b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702e4e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702e4a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702e4670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702e4280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702dde80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702ddac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702dd6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702dd2e0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702eb490>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702fee20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702fe3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f6fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f6bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f67c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f63d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f3fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f3bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702f3820>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702fea00>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170304670>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170301d30>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170304340>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703045e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703088e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308b80>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703091f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170308f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309460>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703099a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703098b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309ee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170309d00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d190>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d7c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117030d5e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170311730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703112b0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 22,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def dot_spec(a, b):\n",
        "    return a @ b\n",
        "\n",
        "TPB = 8\n",
        "def dot_test(cuda):\n",
        "    def call(out, a, b, size) -> None:\n",
        "        shared = cuda.shared.array(TPB, numba.float32)\n",
        "\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        local_i = cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 9 lines)\n",
        "    return call\n",
        "\n",
        "\n",
        "SIZE = 8\n",
        "out = np.zeros(1)\n",
        "a = np.arange(SIZE)\n",
        "b = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Dot\",\n",
        "    dot_test,\n",
        "    [a, b],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    threadsperblock=Coord(SIZE, 1),\n",
        "    blockspergrid=Coord(1, 1),\n",
        "    spec=dot_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "1452858a",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.178517Z",
          "iopub.status.busy": "2022-08-07T21:24:43.178082Z",
          "iopub.status.idle": "2022-08-07T21:24:43.224369Z",
          "shell.execute_reply": "2022-08-07T21:24:43.223563Z"
        },
        "id": "1452858a",
        "outputId": "29cbcb8b-4a72-44b0-d84d-7f63542a3657"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0.]\n",
            "Spec : 140\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "060685a2",
      "metadata": {
        "lines_to_next_cell": 2,
        "id": "060685a2"
      },
      "source": [
        "## Puzzle 11 - 1D Convolution\n",
        "\n",
        "Implement a kernel that computes a 1D convolution between `a` and `b` and stores it in `out`.\n",
        "You need to handle the general case. You only need 2 global reads and 1 global write per thread."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "d311eeeb",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.228540Z",
          "iopub.status.busy": "2022-08-07T21:24:43.228045Z",
          "iopub.status.idle": "2022-08-07T21:24:43.325332Z",
          "shell.execute_reply": "2022-08-07T21:24:43.324481Z"
        },
        "id": "d311eeeb",
        "outputId": "da64052e-a3a5-4492-d881-492d9f4c3be8"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# 1D Conv (Simple)\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
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              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170276c10>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170279340>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170279a30>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.4,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117027d160>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117027d850>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.6000000000000005,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117027df40>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117027e670>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.330166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170274d60>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170274b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170274580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702743a0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117026ffd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117026f610>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117026f520>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117026a3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170267f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170267af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702676a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170267250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170266dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170266970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170266520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702662b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170262f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170262790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170262880>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d5760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d54f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d03a0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702b8910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702b8520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702b8130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702c1d30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702c1940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702c1610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702b8f40>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d2e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d2400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d0fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d0c40>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702d2a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170262280>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025d7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025d400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025bfd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025bbe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025b7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025b460>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117025de20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, -6.7501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117026f250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117026ad90>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=15.600119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 24,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def conv_spec(a, b):\n",
        "    out = np.zeros(*a.shape)\n",
        "    len = b.shape[0]\n",
        "    for i in range(a.shape[0]):\n",
        "        out[i] = sum([a[i + j] * b[j] for j in range(len) if i + j < a.shape[0]])\n",
        "    return out\n",
        "\n",
        "\n",
        "MAX_CONV = 4\n",
        "TPB = 8\n",
        "TPB_MAX_CONV = TPB + MAX_CONV\n",
        "def conv_test(cuda):\n",
        "    def call(out, a, b, a_size, b_size) -> None:\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        local_i = cuda.threadIdx.x\n",
        "\n",
        "        # FILL ME IN (roughly 17 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "# Test 1\n",
        "\n",
        "SIZE = 6\n",
        "CONV = 3\n",
        "out = np.zeros(SIZE)\n",
        "a = np.arange(SIZE)\n",
        "b = np.arange(CONV)\n",
        "problem = CudaProblem(\n",
        "    \"1D Conv (Simple)\",\n",
        "    conv_test,\n",
        "    [a, b],\n",
        "    out,\n",
        "    [SIZE, CONV],\n",
        "    Coord(1, 1),\n",
        "    Coord(TPB, 1),\n",
        "    spec=conv_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "ffb88cd0",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.329452Z",
          "iopub.status.busy": "2022-08-07T21:24:43.328685Z",
          "iopub.status.idle": "2022-08-07T21:24:43.368279Z",
          "shell.execute_reply": "2022-08-07T21:24:43.367480Z"
        },
        "id": "ffb88cd0",
        "outputId": "ccd7ace0-7029-4c21-d6d1-0950a15c0518"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0. 0. 0.]\n",
            "Spec : [ 5.  8. 11. 14.  5.  0.]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "fd6ffcb3",
      "metadata": {
        "id": "fd6ffcb3"
      },
      "source": [
        "Test 2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "60853445",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.372330Z",
          "iopub.status.busy": "2022-08-07T21:24:43.371893Z",
          "iopub.status.idle": "2022-08-07T21:24:43.587696Z",
          "shell.execute_reply": "2022-08-07T21:24:43.586874Z"
        },
        "id": "60853445",
        "outputId": "bea21765-f707-4f3f-8f9b-42c5c7ba4af2"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# 1D Conv (Full)\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
          "data": {
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              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117024b7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117024b2e0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117024aa60>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702479d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170247580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170247130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702409a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023de50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023df70>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022aeb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022aaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170225490>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170221a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702215e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170221220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021adf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021aa00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021a610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021a220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702aee50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702aea00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702ae640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702ae220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bbdf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bba00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bb610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bb280>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))), diagram2=ApplyName(dname=('a', 9), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.0)))), diagram2=ApplyName(dname=('a', 10), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.0)))), diagram2=ApplyName(dname=('a', 11), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.0)))), diagram2=ApplyName(dname=('a', 12), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0)))), diagram2=ApplyName(dname=('a', 13), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 13.0)))), diagram2=ApplyName(dname=('a', 14), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170225070>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.5), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022a4c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170227a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170227640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170227250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170225e80>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022a0a0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023d880>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170230df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170230a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170230670>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))), diagram2=ApplyName(dname=('out', 9), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.0)))), diagram2=ApplyName(dname=('out', 10), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.0)))), diagram2=ApplyName(dname=('out', 11), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.0)))), diagram2=ApplyName(dname=('out', 12), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0)))), diagram2=ApplyName(dname=('out', 13), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 13.0)))), diagram2=ApplyName(dname=('out', 14), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023d460>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023d700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702408e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240ca0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246130>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246580>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702469d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246f10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170246e20>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170247490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702473a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702472b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702478e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702477f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170247700>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -11.7501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117024a850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117024a3d0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=27.60012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.56,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701dd610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701dd400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701dd2b0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701dd2e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701dad00>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701dac10>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170257520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702570d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702567f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702563a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254f10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702409a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170240820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023de50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023df70>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022aeb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022aaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170225490>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170221a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702215e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170221220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021adf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021aa00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021a610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117021a220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702aee50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702aea00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702ae640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702ae220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bbdf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bba00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bb610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702bb280>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))), diagram2=ApplyName(dname=('a', 9), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.0)))), diagram2=ApplyName(dname=('a', 10), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.0)))), diagram2=ApplyName(dname=('a', 11), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.0)))), diagram2=ApplyName(dname=('a', 12), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0)))), diagram2=ApplyName(dname=('a', 13), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 13.0)))), diagram2=ApplyName(dname=('a', 14), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170225070>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.5), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022a4c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170227a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170227640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170227250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170225e80>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117022a0a0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023d880>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170239220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170237220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170232220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170230df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170230a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170230670>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 8.0)))), diagram2=ApplyName(dname=('out', 9), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.0)))), diagram2=ApplyName(dname=('out', 10), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.0)))), diagram2=ApplyName(dname=('out', 11), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.0)))), diagram2=ApplyName(dname=('out', 12), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0)))), diagram2=ApplyName(dname=('out', 13), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 13.0)))), diagram2=ApplyName(dname=('out', 14), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117023d460>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702543a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702549d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702548e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702547f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254d30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170254c40>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702562b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702561c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702560d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256520>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256970>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170256dc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170257430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170257340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170257250>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -11.7501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701da3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170257ee0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=27.60012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 26,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "out = np.zeros(15)\n",
        "a = np.arange(15)\n",
        "b = np.arange(4)\n",
        "problem = CudaProblem(\n",
        "    \"1D Conv (Full)\",\n",
        "    conv_test,\n",
        "    [a, b],\n",
        "    out,\n",
        "    [15, 4],\n",
        "    Coord(2, 1),\n",
        "    Coord(TPB, 1),\n",
        "    spec=conv_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "80a29f20",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.592341Z",
          "iopub.status.busy": "2022-08-07T21:24:43.591898Z",
          "iopub.status.idle": "2022-08-07T21:24:43.632088Z",
          "shell.execute_reply": "2022-08-07T21:24:43.631270Z"
        },
        "id": "80a29f20",
        "outputId": "c9c6294c-715f-4afc-f88f-56ac000514de"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]\n",
            "Spec : [14. 20. 26. 32. 38. 44. 50. 56. 62. 68. 74. 80. 41. 14.  0.]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "2d5f53d7",
      "metadata": {
        "id": "2d5f53d7"
      },
      "source": [
        "## Puzzle 12 - Prefix Sum\n",
        "\n",
        "Implement a kernel that computes a sum over `a` and stores it in `out`.\n",
        "If the size of `a` is greater than the block size, only store the sum of\n",
        "each block."
      ]
    },
    {
      "cell_type": "markdown",
      "id": "2e41aec0",
      "metadata": {
        "id": "2e41aec0"
      },
      "source": [
        "We will do this using the [parallel prefix sum](https://en.wikipedia.org/wiki/Prefix_sum) algorithm in shared memory.\n",
        "That is, each step of the algorithm should sum together half the remaining numbers.\n",
        "Follow this diagram:"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "9c6a47dd",
      "metadata": {
        "id": "9c6a47dd"
      },
      "source": [
        "![](https://user-images.githubusercontent.com/35882/178757889-1c269623-93af-4a2e-a7e9-22cd55a42e38.png)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "130a0a8d",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.636349Z",
          "iopub.status.busy": "2022-08-07T21:24:43.635880Z",
          "iopub.status.idle": "2022-08-07T21:24:43.714064Z",
          "shell.execute_reply": "2022-08-07T21:24:43.713293Z"
        },
        "id": "130a0a8d",
        "outputId": "3c44f749-908f-4c18-a48b-0de2a24e4143"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Sum (Simple)\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
          "data": {
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              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701b2490>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.020166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701a8b80>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701a8970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701fce20>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701fce50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701fc700>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701fc4f0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702041f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207b20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702077c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702070d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702035b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170210df0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170210e80>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020c820>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701ffa60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701ff940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701ff520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701ff130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020ed00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020e910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020e520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020e190>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020c370>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702107c0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117020ceb0>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170210430>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170210730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203a60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203d00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203490>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203fa0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170203f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207250>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702076d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702075e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207940>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207c70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170207fd0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170204f10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170204a90>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=11.40012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 28,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "TPB = 8\n",
        "def sum_spec(a):\n",
        "    out = np.zeros((a.shape[0] + TPB - 1) // TPB)\n",
        "    for j, i in enumerate(range(0, a.shape[-1], TPB)):\n",
        "        out[j] = a[i : i + TPB].sum()\n",
        "    return out\n",
        "\n",
        "\n",
        "def sum_test(cuda):\n",
        "    def call(out, a, size: int) -> None:\n",
        "        cache = cuda.shared.array(TPB, numba.float32)\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        local_i = cuda.threadIdx.x\n",
        "        # FILL ME IN (roughly 12 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "# Test 1\n",
        "\n",
        "SIZE = 8\n",
        "out = np.zeros(1)\n",
        "inp = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Sum (Simple)\",\n",
        "    sum_test,\n",
        "    [inp],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    Coord(1, 1),\n",
        "    Coord(TPB, 1),\n",
        "    spec=sum_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e03a0c71",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.717874Z",
          "iopub.status.busy": "2022-08-07T21:24:43.717439Z",
          "iopub.status.idle": "2022-08-07T21:24:43.762084Z",
          "shell.execute_reply": "2022-08-07T21:24:43.761264Z"
        },
        "id": "e03a0c71",
        "outputId": "42998104-3cdd-42f8-903e-980da7961bc1"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0.]\n",
            "Spec : [28.]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "ccd86af0",
      "metadata": {
        "id": "ccd86af0"
      },
      "source": [
        "Test 2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "89b021a9",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.766261Z",
          "iopub.status.busy": "2022-08-07T21:24:43.765816Z",
          "iopub.status.idle": "2022-08-07T21:24:43.906583Z",
          "shell.execute_reply": "2022-08-07T21:24:43.905757Z"
        },
        "id": "89b021a9",
        "outputId": "dab048de-8616-4f2c-8900-0a2078aca559"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Sum (Full)\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
          "data": {
            "image/svg+xml": [
              "<?xml version=\"1.0\" encoding=\"utf-8\" ?>\n",
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            "text/plain": [
              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011caf0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=23.232, height=28.908255200000003, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -8.881784197001252e-16,\n",
              "       0.0, 1.0, -13.629127600000002), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011c220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011c550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170196d30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701967c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170196460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170191fa0>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.75), diagram=Primitive(shape=Text(text='Sum (Full)', font_size=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.2501), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2500999999999998), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.8500000000000005,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170191820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170191520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170191220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018dee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018dbe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018d5e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018d370>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701870a0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color red>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170187790>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ff7100>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170187e80>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #ffe300>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.3000000000000003,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701895b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #af0>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.4,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170189ca0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.5,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018a3d0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.6000000000000005,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018aac0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117018d1f0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.640166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -5.279999999999999,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017f910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017fac0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701770a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170173910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701736d0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
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              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
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              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c5e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016bee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016bb80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b4c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167670>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117015ca60>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d8fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d8be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d87c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d8400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d7fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d7be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d77f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d7400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bffd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bfbe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bf7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bf400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c6fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c6be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c6850>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))), diagram2=ApplyName(dname=('a', 9), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.0)))), diagram2=ApplyName(dname=('a', 10), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.0)))), diagram2=ApplyName(dname=('a', 11), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.0)))), diagram2=ApplyName(dname=('a', 12), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0)))), diagram2=ApplyName(dname=('a', 13), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 13.0)))), diagram2=ApplyName(dname=('a', 14), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117015c640>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170165f70>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701655e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170165250>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170165c10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167fd0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b2e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b640>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016ba90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016b9a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016bdf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016bd00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c0a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c400>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117016c760>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -8.5001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701717c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170171340>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=19.80012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.56,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017f3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017f1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701809d0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170180a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170180310>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017aee0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -2.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701785b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701777f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170167670>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117015ca60>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d8fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d8be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d87c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d8400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d7fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d7be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d77f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701d7400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bffd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bfbe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bf7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bf400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c6fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c6be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c6850>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 8), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 8.0)))), diagram2=ApplyName(dname=('a', 9), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.0)))), diagram2=ApplyName(dname=('a', 10), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.0)))), diagram2=ApplyName(dname=('a', 11), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 11.0)))), diagram2=ApplyName(dname=('a', 12), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 12.0)))), diagram2=ApplyName(dname=('a', 13), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 13.0)))), diagram2=ApplyName(dname=('a', 14), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 14.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -7.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117015c640>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.5,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.5,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170165f70>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701655e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170165250>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170165c10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701773a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701772b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177610>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177970>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177cd0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170177fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701780a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701784c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701783d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170178a90>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -8.5001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017aaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117017a670>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=9.6, height=19.80012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 30,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "SIZE = 15\n",
        "out = np.zeros(2)\n",
        "inp = np.arange(SIZE)\n",
        "problem = CudaProblem(\n",
        "    \"Sum (Full)\",\n",
        "    sum_test,\n",
        "    [inp],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    Coord(2, 1),\n",
        "    Coord(TPB, 1),\n",
        "    spec=sum_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "16dad418",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.910655Z",
          "iopub.status.busy": "2022-08-07T21:24:43.910219Z",
          "iopub.status.idle": "2022-08-07T21:24:43.955778Z",
          "shell.execute_reply": "2022-08-07T21:24:43.954979Z"
        },
        "id": "16dad418",
        "outputId": "622d8a98-cff3-4c71-a758-5cc29414e38a"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [0. 0.]\n",
            "Spec : [28. 77.]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "162146c3",
      "metadata": {
        "id": "162146c3"
      },
      "source": [
        "## Puzzle 13 - Axis Sum\n",
        "\n",
        "Implement a kernel that computes a sum over each column of `a` and stores it in `out`."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e87fd5df",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:43.959820Z",
          "iopub.status.busy": "2022-08-07T21:24:43.959380Z",
          "iopub.status.idle": "2022-08-07T21:24:44.280640Z",
          "shell.execute_reply": "2022-08-07T21:24:44.279832Z"
        },
        "id": "e87fd5df",
        "outputId": "0e8d0fa6-e1a1-4f69-d682-041f4c085d4c"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Axis Sum\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
          "data": {
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dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:0.5px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">out</text></g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g></g></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -4.0001)\"><g><g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.25)\"><g style=\"fill: #000000;stroke: black;stroke-width: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><text style=\"text-align:center; text-anchor:middle; dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:0.5px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">Block 0 1</text></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.5001)\"><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g></g></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 13.0, 0.0)\"><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g><g /></g><g style=\"stroke: #808080;stroke-width: 1.5;fill-opacity: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><rect height=\"9.000119999999999\" rx=\"0.5\" ry=\"0.5\" style=\"vector-effect: non-scaling-stroke;\" width=\"16.8\" x=\"-8.4\" y=\"-4.5000599999999995\" /></g></g><g /></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 19.800264)\"><g><g><g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -6.5, -0.0)\"><g><g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 6.5, 0.0)\"><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, 0.5000499999999999)\"><g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -4.0, -0.0)\"><g><g><g><g><g><g><g><g><g><g><g><g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, 0.25)\"><g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -1.5, -2.5)\"><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g><g /><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 1.0)\"><rect height=\"1\" style=\"vector-effect: 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0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 1.0, 0.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 2.0, 0.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 3.0, 0.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -0.75)\"><g><g style=\"fill: #000000;stroke: black;stroke-width: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><text style=\"text-align:center; text-anchor:middle; dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:0.5px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">out</text></g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g></g></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g><g><g><g /><g /></g><g /></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -4.0001)\"><g><g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.25)\"><g style=\"fill: #000000;stroke: black;stroke-width: 0.0;\" 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              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.6000000000000005,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702a9f70>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.700000000000001,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170298910>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.2500999999999998), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 23.550364), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -14.850197999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117028d2e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11703915b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170391640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170391790>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f03d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700ea9d0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700eaa00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700ea700>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e4e80>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2d00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e22e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014cf70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014caf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014ca30>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701512e0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013dc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701387f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117012dca0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011dbb0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 8.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014c370>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170151d30>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014df10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014c1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e02e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0a00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0d60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e21f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2100>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2460>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e28b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e27c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e2b20>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e4b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e4340>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 13.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=16.8, height=9.000119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 9.900132), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f6d60>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f6a90>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f6460>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014cf70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014caf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014ca30>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701512e0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013dc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701387f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117012dca0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011dbb0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 8.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014c370>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170151d30>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014df10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0580>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f09d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f08e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0d30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0c40>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f0f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2340>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f26a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2a00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f2d60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f3dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f3220>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 1', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 13.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=16.8, height=9.000119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 19.800264), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170108070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170108a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170108340>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170101fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170101dc0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701013d0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701002e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fef40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700febe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014cf70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014caf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014ca30>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701512e0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013dc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701387f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117012dca0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011dbb0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 8.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014c370>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170151d30>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014df10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f79d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f78e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7d30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7c40>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700f7f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe340>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fe6a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700feaf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fea00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fee50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700fed60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701001f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170100100>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.0001), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170101160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170100580>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 2', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 13.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=16.8, height=9.000119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 29.700395999999998), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170391250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170391430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702c0700>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702c02b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701128e0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170112b20>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010f640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010f2e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010df40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010dbe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010d880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010d520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117010d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170108e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700e0460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014cf70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014caf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014ca30>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701512e0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -2.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170126070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013dc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013d070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170134070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170124070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701387f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170138880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117012dca0>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -3.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011dbb0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Empty())), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 8.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014c370>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -1.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014d100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170151d30>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.75), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117014df10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 32,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "TPB = 8\n",
        "def sum_spec(a):\n",
        "    out = np.zeros((a.shape[0], (a.shape[1] + TPB - 1) // TPB))\n",
        "    for j, i in enumerate(range(0, a.shape[-1], TPB)):\n",
        "        out[..., j] = a[..., i : i + TPB].sum(-1)\n",
        "    return out\n",
        "\n",
        "\n",
        "def axis_sum_test(cuda):\n",
        "    def call(out, a, size: int) -> None:\n",
        "        cache = cuda.shared.array(TPB, numba.float32)\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        local_i = cuda.threadIdx.x\n",
        "        batch = cuda.blockIdx.y\n",
        "        # FILL ME IN (roughly 12 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "\n",
        "BATCH = 4\n",
        "SIZE = 6\n",
        "out = np.zeros((BATCH, 1))\n",
        "inp = np.arange(BATCH * SIZE).reshape((BATCH, SIZE))\n",
        "problem = CudaProblem(\n",
        "    \"Axis Sum\",\n",
        "    axis_sum_test,\n",
        "    [inp],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    Coord(1, BATCH),\n",
        "    Coord(TPB, 1),\n",
        "    spec=sum_spec,\n",
        ")\n",
        "problem.show()"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "c3326563",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:44.289173Z",
          "iopub.status.busy": "2022-08-07T21:24:44.288667Z",
          "iopub.status.idle": "2022-08-07T21:24:44.336305Z",
          "shell.execute_reply": "2022-08-07T21:24:44.335469Z"
        },
        "lines_to_end_of_cell_marker": 0,
        "lines_to_next_cell": 1,
        "id": "c3326563",
        "outputId": "cc93a240-b89c-41d0-ba9c-8c5e91c91050"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [[0.]\n",
            " [0.]\n",
            " [0.]\n",
            " [0.]]\n",
            "Spec : [[ 15.]\n",
            " [ 51.]\n",
            " [ 87.]\n",
            " [123.]]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "300312e8",
      "metadata": {
        "id": "300312e8"
      },
      "source": [
        "## Puzzle 14 - Matrix Multiply!\n",
        "\n",
        "Implement a kernel that multiplies square matrices `a` and `b` and\n",
        "stores the result in `out`.\n",
        "\n",
        "*Tip: The most efficient algorithm here will copy a block into\n",
        " shared memory before computing each of the individual row-column\n",
        " dot products. This is easy to do if the matrix fits in shared\n",
        " memory.  Do that case first. Then update your code to compute\n",
        " a partial dot-product and iteratively move the part you\n",
        " copied into shared memory.* You should be able to do the hard case\n",
        " in 6 global reads."
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "252db1c3",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:44.340330Z",
          "iopub.status.busy": "2022-08-07T21:24:44.339875Z",
          "iopub.status.idle": "2022-08-07T21:24:44.433833Z",
          "shell.execute_reply": "2022-08-07T21:24:44.433028Z"
        },
        "id": "252db1c3",
        "outputId": "c95b4858-b144-4708-e20a-d972bdd9780f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Matmul (Simple)\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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              "       0.0, 1.0, -8.668127600000002), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700bb4c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700bb850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700bb220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700c0c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700c0910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700c0490>, diagram1=Primitive(shape=Spacer(width=0, height=1.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 1.0, 11.230166), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700ce460>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700ce190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700d5f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700d5640>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -4.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700d5670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009cbe0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009cdf0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -3.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700559d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170055580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170055130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001af70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001ab20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001a6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001a520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002cf40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002cc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002c7f0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -2.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170041b80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170041820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170043340>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002d4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002d130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170046a30>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002df10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170041370>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700408e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700404f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170040100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170043d30>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170040f10>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170038250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700380a0>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002c2b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.5,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170037820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170037430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170037040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170038c70>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -1.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170037e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001a5e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002c130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001a3a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001aa30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001a940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001a850>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001ae80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001aca0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051130>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051580>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700519d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051f10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170051e20>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170055490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700553a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700552b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700558e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700557f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170055700>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009c850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009c3d0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 9.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=12.0, height=9.600119999999999, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 34,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "def matmul_spec(a, b):\n",
        "    return a @ b\n",
        "\n",
        "\n",
        "TPB = 3\n",
        "def mm_oneblock_test(cuda):\n",
        "    def call(out, a, b, size: int) -> None:\n",
        "        a_shared = cuda.shared.array((TPB, TPB), numba.float32)\n",
        "        b_shared = cuda.shared.array((TPB, TPB), numba.float32)\n",
        "\n",
        "        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x\n",
        "        j = cuda.blockIdx.y * cuda.blockDim.y + cuda.threadIdx.y\n",
        "        local_i = cuda.threadIdx.x\n",
        "        local_j = cuda.threadIdx.y\n",
        "        # FILL ME IN (roughly 14 lines)\n",
        "\n",
        "    return call\n",
        "\n",
        "# Test 1\n",
        "\n",
        "SIZE = 2\n",
        "out = np.zeros((SIZE, SIZE))\n",
        "inp1 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))\n",
        "inp2 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE)).T\n",
        "\n",
        "problem = CudaProblem(\n",
        "    \"Matmul (Simple)\",\n",
        "    mm_oneblock_test,\n",
        "    [inp1, inp2],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    Coord(1, 1),\n",
        "    Coord(TPB, TPB),\n",
        "    spec=matmul_spec,\n",
        ")\n",
        "problem.show(sparse=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "cb812973",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:44.437576Z",
          "iopub.status.busy": "2022-08-07T21:24:44.437142Z",
          "iopub.status.idle": "2022-08-07T21:24:44.502001Z",
          "shell.execute_reply": "2022-08-07T21:24:44.501163Z"
        },
        "id": "cb812973",
        "outputId": "6d064d7b-c576-4230-b51d-1396bf606f42"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [[0. 0.]\n",
            " [0. 0.]]\n",
            "Spec : [[ 1  3]\n",
            " [ 3 13]]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    },
    {
      "cell_type": "markdown",
      "id": "f119be2d",
      "metadata": {
        "id": "f119be2d"
      },
      "source": [
        "Test 2"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "e713d056",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:44.506178Z",
          "iopub.status.busy": "2022-08-07T21:24:44.505708Z",
          "iopub.status.idle": "2022-08-07T21:24:47.932059Z",
          "shell.execute_reply": "2022-08-07T21:24:47.931153Z"
        },
        "id": "e713d056",
        "outputId": "5765452c-3f52-4293-cd0f-9e4b01f3751f"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "# Matmul (Full)\n",
            " \n",
            "   Score (Max Per Thread):\n",
            "   |  Global Reads | Global Writes |  Shared Reads | Shared Writes |\n",
            "   |             0 |             0 |             0 |             0 | \n",
            "\n"
          ]
        },
        {
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style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 7.0, 6.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 7.0, 7.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -4.25)\"><g><g style=\"fill: #000000;stroke: black;stroke-width: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><text style=\"text-align:center; text-anchor:middle; dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:0.5px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">out</text></g><g 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0.0, 1.0, 7.0, 5.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 7.0, 6.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g><g><g style=\"stroke: black;stroke-width: 0.75;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 7.0, 7.0)\"><rect height=\"1\" style=\"vector-effect: non-scaling-stroke;\" width=\"1\" x=\"-0.5\" y=\"-0.5\" /></g></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -4.25)\"><g><g style=\"fill: #000000;stroke: black;stroke-width: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><text style=\"text-align:center; text-anchor:middle; dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:0.5px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">out</text></g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g></g></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g><g><g><g><g /><g /></g><g /></g><g /></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, -0.0, -10.2501)\"><g><g><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.25)\"><g style=\"fill: #000000;stroke: black;stroke-width: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><text style=\"text-align:center; text-anchor:middle; dominant-baseline:middle;&#10;                      font-family:sans-serif; font-weight: bold;&#10;                      font-size:0.5px;&#10;                      vector-effect: non-scaling-stroke;\" transform=\"translate(-5e-05, 0)\">Block 1 2</text></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.5001)\"><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g></g></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 21.0, 0.0)\"><g style=\"stroke: black;stroke-width: 1.5;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><g /></g></g></g></g><g /></g><g style=\"stroke: #808080;stroke-width: 1.5;fill-opacity: 0.0;\" transform=\"matrix(1.0, 0.0, 0.0, 1.0, 0.0, 0.0)\"><rect height=\"24.00012\" rx=\"0.5\" ry=\"0.5\" style=\"vector-effect: non-scaling-stroke;\" width=\"26.4\" x=\"-13.2\" y=\"-12.00006\" /></g></g><g /></g></g></g><g transform=\"matrix(1.0, 0.0, 0.0, 1.0, 58.08, 52.800264000000006)\"><g><g><g><g 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              "Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170386df0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color white>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=95.832, height=94.49054560000002, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 3.552713678800501e-15,\n",
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              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
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              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117011c2b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #39ff00>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 1.1), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701bd4c0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00ff39>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11702988b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0fa>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 1.1,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117013eb20>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #00e3ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 2.2,\n",
              "       0.0, 1.0, 2.2), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701312b0>, diagram1=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.7, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color #0071ff>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Circle(radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Image(local_path='robot.png', url_path='https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png'), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0008333333333333334, 0.0, 0.0,\n",
              "       0.0, 0.0008333333333333334, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.450100000000001), diagram=Primitive(shape=Spacer(width=0, height=1), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 45.550298000000005), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -29.04,\n",
              "       0.0, 1.0, -26.400132000000003), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700471f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170047c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170047880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117012e0d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002e6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117002e490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001f1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001f490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001f580>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009ea30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c260f40>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c260940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2605e0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c197370>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c193910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1934c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c193070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1965e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1967f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196640>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196940>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196d30>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1963a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1950a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1956a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1954c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195910>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c195d60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1933d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1932e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1931f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c193820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c193730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c193640>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c197d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c197670>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 29.04,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23cc40>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23cc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23c610>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23fbb0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25bb50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23de20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009eca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009ebe0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009e5b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009ee80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009ef10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117009ee20>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d2b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23d700>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23dd30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23dc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23db50>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23dfd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23df70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b430>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25ba60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25b880>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23f9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c23f550>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 58.08,\n",
              "       0.0, 1.0, 0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2701c0>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c270130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c270b50>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c255e20>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24db80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d730>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d2e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2435b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25fac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25fc10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25f490>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25feb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25ff40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c25fe50>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2434c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2433d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2432e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243b80>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243fd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c243f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d460>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24da90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24d8b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c255cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c255850>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 2 0', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 26.400132000000003), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ae820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ae610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c257610>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c257700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c257be0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26af70>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa7c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa370>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24fee0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24fa90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f1f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0ca0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a01f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0130>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a04c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a0ee0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f370>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f8b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24f7c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24fdf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24fd00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c24fc10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa0a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa5e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa4f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aab20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aaa30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aa940>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26aa90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26a610>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 1', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 29.04,\n",
              "       0.0, 1.0, 26.400132000000003), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19b850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19b610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ab700>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ab4f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1abe20>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bbf40>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3ca0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3400>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250b20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2506d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ae9d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aea90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aedf0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ae100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aed30>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ae3d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aea30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ae2b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aefd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1aef70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2505e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2504f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250400>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250850>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c250ca0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3130>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3580>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a3ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1a39d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bbb20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bb6a0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 1', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 58.08,\n",
              "       0.0, 1.0, 26.400132000000003), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bd850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bd610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19f340>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19f430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19fd00>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19ee20>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1afd30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af8e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af490>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2bb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19bb80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19bac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19b0a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19bdc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19bc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19b310>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2220>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19bfd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c20a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2670>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2580>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2490>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2ac0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c29d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c28e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2f10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2e20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1c2d30>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af2b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af1c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af7f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1af610>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1afc40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1afb50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1afa60>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19ebb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c19e730>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 2 1', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 52.800264000000006), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1827c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c182760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1b9970>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1b98e0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1b9d90>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1b9070>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157970>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157520>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1570d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1907f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1903a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bdb50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bda30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bd0a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bd940>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bde50>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bd3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bdd00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1bdc10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1902b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1901c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1900d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190700>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190610>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190520>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190b50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190970>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190f70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c190dc0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157250>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1576a0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c157af0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c176c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1767c0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 0 2', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 29.04,\n",
              "       0.0, 1.0, 52.800264000000006), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117006f3a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117006fe20>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117006fb20>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117006f6a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700748b0>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170074370>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1605b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160160>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164880>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1828b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1821c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1820a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c182a90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c182ee0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c182310>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c182d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c182c10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164340>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164250>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164160>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164790>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1646a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1645b0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164be0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164a00>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164eb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164f40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c164e50>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1604c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1603d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1602e0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160730>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160c70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c160b80>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f1170074550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700464f0>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 1 2', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 58.08,\n",
              "       0.0, 1.0, 52.800264000000006), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001f0a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117001fc70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11701c0370>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -10.5,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700ac910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700aa940>, diagram1=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 10.5,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.5000499999999999), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700aaa90>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -6.0,\n",
              "       0.0, 1.0, -0.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a3a60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1100>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1a00>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1640>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b12b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4af0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a44f0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b8e80>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c196550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192c40>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c192280>, diagram1=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -5.0), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d6d0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d280>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c249e20>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2491c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c244d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2449a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2445b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2441c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c1d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c19a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c15b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2c11c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2bed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2be1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b9d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b99a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b95b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b91c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b7d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b79a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b75b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b71c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b3d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b39a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b35b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2b31c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2afd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2af1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2abd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2ab1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a8d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a89a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a85b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a81c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a6d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a69a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a65b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a61c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a2d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a29a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a25b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a21c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a0d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a09a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a05b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2a01c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c29b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c298d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2989a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2985b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2981c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c295d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2959a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2955b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2951c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2929a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c292610>, diagram1=Empty(), diagram2=ApplyName(dname=('a', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('a', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('a', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('a', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('a', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('a', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('a', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('a', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('a', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2494f0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='a', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 10.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231e50>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2311c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22bd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c22b1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c228d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2289a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2285b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2281c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c225d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2259a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2255b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2251c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c222d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2229a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2225b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2221c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c21a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c216d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2169a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2165b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2161c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c211d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2119a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2115b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2111c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ed90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20e1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20ad90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c20a1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c208d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2089a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2085b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2081c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c204d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2049a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2045b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2041c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c280d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2809a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2805b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2801c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27dd90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d9a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d5b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c27d1c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c279d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2799a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2795b0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2791c0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c2779a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c277610>, diagram1=Empty(), diagram2=ApplyName(dname=('b', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('b', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('b', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('b', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('b', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('b', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('b', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('b', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('b', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c231a30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='b', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -0.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26df70>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c26d130>, diagram1=Empty(), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5), diagram=Primitive(shape=Spacer(width=1.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(0.0, 1.0, 0.0,\n",
              "       -1.0, 0.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0), diagram=Empty()))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=2.0, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 12.0,\n",
              "       0.0, 1.0, 0.0), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, 0.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186d30>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.05), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyTransform(transform=Affine(1.0, 0.0, -3.5,\n",
              "       0.0, 1.0, -3.5), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c186040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c203040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fdc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fac10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1fa040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1f3040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1efc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ef040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ecc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ec040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e8040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1e2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dfc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1df040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ddc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1dd040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d9040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d6040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d2040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0c10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1d0040>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1ccc10>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc820>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1cc490>, diagram1=Empty(), diagram2=ApplyName(dname=('out', 0, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 0, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 0, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 0, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 0, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 0, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 0, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 0, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 1, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 1, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 1, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 1, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 1, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 1, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 1, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 1, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 1.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 2, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 2, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 2, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 2, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 2, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 2, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 2, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 2, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 2.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 3, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 3, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 3, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 3, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 3, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 3, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 3, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 3, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 3.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 4, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 4, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 4, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 4, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 4, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 4, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 4, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 4, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 4.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 5, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 5, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 5, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 5, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 5, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 5, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 5, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 5, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 5.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 6, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 6, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 6, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 6, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 6, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 6, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 6, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 6, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 6.0,\n",
              "       0.0, 1.0, 7.0)))), diagram2=ApplyName(dname=('out', 7, 0), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=ApplyName(dname=('out', 7, 1), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 1.0)))), diagram2=ApplyName(dname=('out', 7, 2), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 2.0)))), diagram2=ApplyName(dname=('out', 7, 3), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 3.0)))), diagram2=ApplyName(dname=('out', 7, 4), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 4.0)))), diagram2=ApplyName(dname=('out', 7, 5), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 5.0)))), diagram2=ApplyName(dname=('out', 7, 6), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 6.0)))), diagram2=ApplyName(dname=('out', 7, 7), diagram=Primitive(shape=Rectangle(width=1, height=1, radius=None), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 7.0,\n",
              "       0.0, 1.0, 7.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -4.25), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f115c1868b0>, diagram1=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0.0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='out', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))), diagram2=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))))), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a9d60>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f117006feb0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a9f70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4550>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4070>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a46d0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4a30>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a47f0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4e50>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4d90>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4c70>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4760>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a4190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a44c0>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1460>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1190>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1370>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1910>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1850>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1790>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1dc0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1cd0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700b1c10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty())), diagram2=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a30a0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a3430>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a3f10>, diagram1=Empty(), diagram2=Empty()), diagram2=Empty()), diagram2=Empty()))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, -0.0,\n",
              "       0.0, 1.0, -10.2501), diagram=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700aabe0>, diagram1=Compose(envelope=<chalk.envelope.Envelope object at 0x7f11700a3c10>, diagram1=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.25), diagram=ApplyStyle(style=Style(line_width=(<WidthType.NORMALIZED: 2>, 0), line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=<Color black>, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Text(text='Block 2 2', font_size=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0)))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.5001), diagram=Primitive(shape=Spacer(width=0, height=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))))))), diagram2=ApplyTransform(transform=Affine(1.0, 0.0, 21.0,\n",
              "       0.0, 1.0, 0.0), diagram=Primitive(shape=Spacer(width=1, height=0), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty()), diagram2=ApplyStyle(style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=0.0, dashing=None, output_size=None), diagram=ApplyStyle(style=Style(line_width=None, line_color=<Color gray>, fill_color=None, fill_opacity=None, dashing=None, output_size=None), diagram=Primitive(shape=Rectangle(width=26.4, height=24.00012, radius=0.5), style=Style(line_width=None, line_color=None, fill_color=None, fill_opacity=None, dashing=None, output_size=None), transform=Affine(1.0, 0.0, 0.0,\n",
              "       0.0, 1.0, 0.0))))), diagram2=Empty())))))), diagram2=Empty())))"
            ]
          },
          "execution_count": 36,
          "metadata": {},
          "output_type": "execute_result"
        }
      ],
      "source": [
        "SIZE = 8\n",
        "out = np.zeros((SIZE, SIZE))\n",
        "inp1 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))\n",
        "inp2 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE)).T\n",
        "\n",
        "problem = CudaProblem(\n",
        "    \"Matmul (Full)\",\n",
        "    mm_oneblock_test,\n",
        "    [inp1, inp2],\n",
        "    out,\n",
        "    [SIZE],\n",
        "    Coord(3, 3),\n",
        "    Coord(TPB, TPB),\n",
        "    spec=matmul_spec,\n",
        ")\n",
        "problem.show(sparse=True)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "id": "61bda17c",
      "metadata": {
        "execution": {
          "iopub.execute_input": "2022-08-07T21:24:47.956298Z",
          "iopub.status.busy": "2022-08-07T21:24:47.955822Z",
          "iopub.status.idle": "2022-08-07T21:24:48.019620Z",
          "shell.execute_reply": "2022-08-07T21:24:48.018792Z"
        },
        "id": "61bda17c",
        "outputId": "c50b7745-f7d5-409b-86f7-f759950dbef1"
      },
      "outputs": [
        {
          "name": "stdout",
          "output_type": "stream",
          "text": [
            "Failed Tests.\n",
            "Yours: [[0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]\n",
            " [0. 0. 0. 0. 0. 0. 0. 0.]]\n",
            "Spec : [[  140   364   588   812  1036  1260  1484  1708]\n",
            " [  364  1100  1836  2572  3308  4044  4780  5516]\n",
            " [  588  1836  3084  4332  5580  6828  8076  9324]\n",
            " [  812  2572  4332  6092  7852  9612 11372 13132]\n",
            " [ 1036  3308  5580  7852 10124 12396 14668 16940]\n",
            " [ 1260  4044  6828  9612 12396 15180 17964 20748]\n",
            " [ 1484  4780  8076 11372 14668 17964 21260 24556]\n",
            " [ 1708  5516  9324 13132 16940 20748 24556 28364]]\n"
          ]
        }
      ],
      "source": [
        "problem.check()"
      ]
    }
  ],
  "metadata": {
    "jupytext": {
      "cell_metadata_filter": "-all"
    },
    "kernelspec": {
      "display_name": "Python 3 (ipykernel)",
      "language": "python",
      "name": "python3"
    },
    "language_info": {
      "codemirror_mode": {
        "name": "ipython",
        "version": 3
      },
      "file_extension": ".py",
      "mimetype": "text/x-python",
      "name": "python",
      "nbconvert_exporter": "python",
      "pygments_lexer": "ipython3",
      "version": "3.8.10"
    },
    "colab": {
      "provenance": []
    }
  },
  "nbformat": 4,
  "nbformat_minor": 5
}

================================================
FILE: GPU_puzzlers.py
================================================
# # GPU Puzzles
# - by [Sasha Rush](http://rush-nlp.com) - [srush_nlp](https://twitter.com/srush_nlp)


# ![](https://github.com/srush/GPU-Puzzles/raw/main/cuda.png)

# GPU architectures are critical to machine learning, and seem to be
# becoming even more important every day. However, you can be an expert
# in machine learning without ever touching GPU code. It is hard to gain
# intuition working through abstractions. 

# This notebook is an attempt to teach beginner GPU programming in a
# completely interactive fashion. Instead of providing text with
# concepts, it throws you right into coding and building GPU
# kernels. The exercises use NUMBA which directly maps Python
# code to CUDA kernels. It looks like Python but is basically
# identical to writing low-level CUDA code. 
# In a few hours, I think you can go from basics to
# understanding the real algorithms that power 99% of deep learning
# today. If you do want to read the manual, it is here:

# [NUMBA CUDA Guide](https://numba.readthedocs.io/en/stable/cuda/index.html)

# I recommend doing these in Colab, as it is easy to get started.  Be
# sure to make your own copy, turn on GPU mode in the settings (`Runtime / Change runtime type`, then set `Hardware accelerator` to `GPU`), and
# then get to coding.

# [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/srush/GPU-Puzzles/blob/main/GPU_puzzlers.ipynb)

# (If you are into this style of puzzle, also check out my [Tensor
# Puzzles](https://github.com/srush/Tensor-Puzzles) for PyTorch.)

!pip install -qqq git+https://github.com/danoneata/chalk@srush-patch-1
!wget -q https://github.com/srush/GPU-Puzzles/raw/main/robot.png https://github.com/srush/GPU-Puzzles/raw/main/lib.py


import numba
import numpy as np
import warnings
from lib import CudaProblem, Coord

warnings.filterwarnings(
    action="ignore", category=numba.NumbaPerformanceWarning, module="numba"
)


# ## Puzzle 1: Map
#
# Implement a "kernel" (GPU function) that adds 10 to each position of vector `a`
# and stores it in vector `out`.  You have 1 thread per position.


# **Warning** This code looks like Python but it is really CUDA! You cannot use
# standard python tools like list comprehensions or ask for Numpy properties
# like shape or size (if you need the size, it is given as an argument).
# The puzzles only require doing simple operations, basically
# +, *, simple array indexing, for loops, and if statements.
# You are allowed to use local variables. 
# If you get an
# error it is probably because you did something fancy :). 


# *Tip: Think of the function `call` as being run 1 time for each thread.
# The only difference is that `cuda.threadIdx.x` changes each time.*

# +
def map_spec(a):
    return a + 10


def map_test(cuda):
    def call(out, a) -> None:
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 1 lines)

    return call


SIZE = 4
out = np.zeros((SIZE,))
a = np.arange(SIZE)
problem = CudaProblem(
    "Map", map_test, [a], out, threadsperblock=Coord(SIZE, 1), spec=map_spec
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 2 - Zip
#
# Implement a kernel that adds together each position of `a` and `b` and stores it in `out`.
# You have 1 thread per position.

# +
def zip_spec(a, b):
    return a + b


def zip_test(cuda):
    def call(out, a, b) -> None:
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 1 lines)

    return call


SIZE = 4
out = np.zeros((SIZE,))
a = np.arange(SIZE)
b = np.arange(SIZE)
problem = CudaProblem(
    "Zip", zip_test, [a, b], out, threadsperblock=Coord(SIZE, 1), spec=zip_spec
)
problem.show()
# +

# +
problem.check()
# -

# ## Puzzle 3 - Guards
#
# Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
# You have more threads than positions.

# +
def map_guard_test(cuda):
    def call(out, a, size) -> None:
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 4
out = np.zeros((SIZE,))
a = np.arange(SIZE)
problem = CudaProblem(
    "Guard",
    map_guard_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(8, 1),
    spec=map_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 4 - Map 2D
#
# Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
# Input `a` is 2D and square. You have more threads than positions.

# +
def map_2D_test(cuda):
    def call(out, a, size) -> None:
        local_i = cuda.threadIdx.x
        local_j = cuda.threadIdx.y
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 2
out = np.zeros((SIZE, SIZE))
a = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))
problem = CudaProblem(
    "Map 2D", map_2D_test, [a], out, [SIZE], threadsperblock=Coord(3, 3), spec=map_spec
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 5 - Broadcast
#
# Implement a kernel that adds `a` and `b` and stores it in `out`.
# Inputs `a` and `b` are vectors. You have more threads than positions.

# +
def broadcast_test(cuda):
    def call(out, a, b, size) -> None:
        local_i = cuda.threadIdx.x
        local_j = cuda.threadIdx.y
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 2
out = np.zeros((SIZE, SIZE))
a = np.arange(SIZE).reshape(SIZE, 1)
b = np.arange(SIZE).reshape(1, SIZE)
problem = CudaProblem(
    "Broadcast",
    broadcast_test,
    [a, b],
    out,
    [SIZE],
    threadsperblock=Coord(3, 3),
    spec=zip_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 6 - Blocks
#
# Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
# You have fewer threads per block than the size of `a`.

# *Tip: A block is a group of threads. The number of threads per block is limited, but we can
# have many different blocks. Variable `cuda.blockIdx` tells us what block we are in.*

# +
def map_block_test(cuda):
    def call(out, a, size) -> None:
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 9
out = np.zeros((SIZE,))
a = np.arange(SIZE)
problem = CudaProblem(
    "Blocks",
    map_block_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(4, 1),
    blockspergrid=Coord(3, 1),
    spec=map_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 7 - Blocks 2D
#
# Implement the same kernel in 2D.  You have fewer threads per block
# than the size of `a` in both directions.

# +
def map_block2D_test(cuda):
    def call(out, a, size) -> None:
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        # FILL ME IN (roughly 4 lines)

    return call


SIZE = 5
out = np.zeros((SIZE, SIZE))
a = np.ones((SIZE, SIZE))

problem = CudaProblem(
    "Blocks 2D",
    map_block2D_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(3, 3),
    blockspergrid=Coord(2, 2),
    spec=map_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 8 - Shared
#
# Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
# You have fewer threads per block than the size of `a`.

# **Warning**: Each block can only have a *constant* amount of shared
#  memory that threads in that block can read and write to. This needs
#  to be a literal python constant not a variable. After writing to
#  shared memory you need to call `cuda.syncthreads` to ensure that
#  threads do not cross.

# (This example does not really need shared memory or syncthreads, but it is a demo.)

# +
TPB = 4
def shared_test(cuda):
    def call(out, a, size) -> None:
        shared = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x

        if i < size:
            shared[local_i] = a[i]
            cuda.syncthreads()

        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 8
out = np.zeros(SIZE)
a = np.ones(SIZE)
problem = CudaProblem(
    "Shared",
    shared_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(TPB, 1),
    blockspergrid=Coord(2, 1),
    spec=map_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 9 - Pooling
#
# Implement a kernel that sums together the last 3 position of `a` and stores it in `out`.
# You have 1 thread per position. You only need 1 global read and 1 global write per thread.

# *Tip: Remember to be careful about syncing.*

# +
def pool_spec(a):
    out = np.zeros(*a.shape)
    for i in range(a.shape[0]):
        out[i] = a[max(i - 2, 0) : i + 1].sum()
    return out


TPB = 8
def pool_test(cuda):
    def call(out, a, size) -> None:
        shared = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 8 lines)

    return call


SIZE = 8
out = np.zeros(SIZE)
a = np.arange(SIZE)
problem = CudaProblem(
    "Pooling",
    pool_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(TPB, 1),
    blockspergrid=Coord(1, 1),
    spec=pool_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 10 - Dot Product
#
# Implement a kernel that computes the dot-product of `a` and `b` and stores it in `out`.
# You have 1 thread per position. You only need 2 global reads and 1 global write per thread.

# *Note: For this problem you don't need to worry about number of shared reads. We will
#  handle that challenge later.*

# +
def dot_spec(a, b):
    return a @ b

TPB = 8
def dot_test(cuda):
    def call(out, a, b, size) -> None:
        shared = cuda.shared.array(TPB, numba.float32)

        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 9 lines)
    return call


SIZE = 8
out = np.zeros(1)
a = np.arange(SIZE)
b = np.arange(SIZE)
problem = CudaProblem(
    "Dot",
    dot_test,
    [a, b],
    out,
    [SIZE],
    threadsperblock=Coord(SIZE, 1),
    blockspergrid=Coord(1, 1),
    spec=dot_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 11 - 1D Convolution
#
# Implement a kernel that computes a 1D convolution between `a` and `b` and stores it in `out`.
# You need to handle the general case. You only need 2 global reads and 1 global write per thread.


# +
def conv_spec(a, b):
    out = np.zeros(*a.shape)
    len = b.shape[0]
    for i in range(a.shape[0]):
        out[i] = sum([a[i + j] * b[j] for j in range(len) if i + j < a.shape[0]])
    return out


MAX_CONV = 4
TPB = 8
TPB_MAX_CONV = TPB + MAX_CONV
def conv_test(cuda):
    def call(out, a, b, a_size, b_size) -> None:
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x

        # FILL ME IN (roughly 17 lines)

    return call


# Test 1

SIZE = 6
CONV = 3
out = np.zeros(SIZE)
a = np.arange(SIZE)
b = np.arange(CONV)
problem = CudaProblem(
    "1D Conv (Simple)",
    conv_test,
    [a, b],
    out,
    [SIZE, CONV],
    Coord(1, 1),
    Coord(TPB, 1),
    spec=conv_spec,
)
problem.show()

# +
problem.check()
# -

# Test 2

# +
out = np.zeros(15)
a = np.arange(15)
b = np.arange(4)
problem = CudaProblem(
    "1D Conv (Full)",
    conv_test,
    [a, b],
    out,
    [15, 4],
    Coord(2, 1),
    Coord(TPB, 1),
    spec=conv_spec,
)
problem.show()
# -

# +
problem.check()
# -

# ## Puzzle 12 - Prefix Sum
#
# Implement a kernel that computes a sum over `a` and stores it in `out`.
# If the size of `a` is greater than the block size, only store the sum of
# each block.

# We will do this using the [parallel prefix sum](https://en.wikipedia.org/wiki/Prefix_sum) algorithm in shared memory.
# That is, each step of the algorithm should sum together half the remaining numbers.
# Follow this diagram:

# ![](https://user-images.githubusercontent.com/35882/178757889-1c269623-93af-4a2e-a7e9-22cd55a42e38.png)

# +
TPB = 8
def sum_spec(a):
    out = np.zeros((a.shape[0] + TPB - 1) // TPB)
    for j, i in enumerate(range(0, a.shape[-1], TPB)):
        out[j] = a[i : i + TPB].sum()
    return out


def sum_test(cuda):
    def call(out, a, size: int) -> None:
        cache = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 12 lines)

    return call


# Test 1

SIZE = 8
out = np.zeros(1)
inp = np.arange(SIZE)
problem = CudaProblem(
    "Sum (Simple)",
    sum_test,
    [inp],
    out,
    [SIZE],
    Coord(1, 1),
    Coord(TPB, 1),
    spec=sum_spec,
)
problem.show()

# +
problem.check()
# -

# Test 2

# +
SIZE = 15
out = np.zeros(2)
inp = np.arange(SIZE)
problem = CudaProblem(
    "Sum (Full)",
    sum_test,
    [inp],
    out,
    [SIZE],
    Coord(2, 1),
    Coord(TPB, 1),
    spec=sum_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 13 - Axis Sum
#
# Implement a kernel that computes a sum over each column of `a` and stores it in `out`.

# +
TPB = 8
def sum_spec(a):
    out = np.zeros((a.shape[0], (a.shape[1] + TPB - 1) // TPB))
    for j, i in enumerate(range(0, a.shape[-1], TPB)):
        out[..., j] = a[..., i : i + TPB].sum(-1)
    return out


def axis_sum_test(cuda):
    def call(out, a, size: int) -> None:
        cache = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        batch = cuda.blockIdx.y
        # FILL ME IN (roughly 12 lines)

    return call


BATCH = 4
SIZE = 6
out = np.zeros((BATCH, 1))
inp = np.arange(BATCH * SIZE).reshape((BATCH, SIZE))
problem = CudaProblem(
    "Axis Sum",
    axis_sum_test,
    [inp],
    out,
    [SIZE],
    Coord(1, BATCH),
    Coord(TPB, 1),
    spec=sum_spec,
)
problem.show()

# +
problem.check()
# -

# ## Puzzle 14 - Matrix Multiply!
#
# Implement a kernel that multiplies square matrices `a` and `b` and
# stores the result in `out`.
#
# *Tip: The most efficient algorithm here will copy a block into
#  shared memory before computing each of the individual row-column
#  dot products. This is easy to do if the matrix fits in shared
#  memory.  Do that case first. Then update your code to compute
#  a partial dot-product and iteratively move the part you
#  copied into shared memory.* You should be able to do the hard case
#  in 6 global reads.

# +
def matmul_spec(a, b):
    return a @ b


TPB = 3
def mm_oneblock_test(cuda):
    def call(out, a, b, size: int) -> None:
        a_shared = cuda.shared.array((TPB, TPB), numba.float32)
        b_shared = cuda.shared.array((TPB, TPB), numba.float32)

        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        j = cuda.blockIdx.y * cuda.blockDim.y + cuda.threadIdx.y
        local_i = cuda.threadIdx.x
        local_j = cuda.threadIdx.y
        # FILL ME IN (roughly 14 lines)

    return call

# Test 1

SIZE = 2
out = np.zeros((SIZE, SIZE))
inp1 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))
inp2 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE)).T

problem = CudaProblem(
    "Matmul (Simple)",
    mm_oneblock_test,
    [inp1, inp2],
    out,
    [SIZE],
    Coord(1, 1),
    Coord(TPB, TPB),
    spec=matmul_spec,
)
problem.show(sparse=True)

# +
problem.check()
# -

# Test 2

# +
SIZE = 8
out = np.zeros((SIZE, SIZE))
inp1 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))
inp2 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE)).T

problem = CudaProblem(
    "Matmul (Full)",
    mm_oneblock_test,
    [inp1, inp2],
    out,
    [SIZE],
    Coord(3, 3),
    Coord(TPB, TPB),
    spec=matmul_spec,
)
problem.show(sparse=True)
# -

# +
problem.check()
# -


================================================
FILE: LICENSE
================================================
MIT License

Copyright (c) 2022 Sasha Rush

Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.


================================================
FILE: README.md
================================================
# GPU Puzzles
- by [Sasha Rush](http://rush-nlp.com) - [srush_nlp](https://twitter.com/srush_nlp)

![](https://github.com/srush/GPU-Puzzles/raw/main/cuda.png)

GPU architectures are critical to machine learning, and seem to be
becoming even more important every day. However, you can be an expert
in machine learning without ever touching GPU code. It is hard to gain
intuition working through abstractions. 

This notebook is an attempt to teach beginner GPU programming in a
completely interactive fashion. Instead of providing text with
concepts, it throws you right into coding and building GPU
kernels. The exercises use NUMBA which directly maps Python
code to CUDA kernels. It looks like Python but is basically
identical to writing low-level CUDA code. 
In a few hours, I think you can go from basics to
understanding the real algorithms that power 99% of deep learning
today. If you do want to read the manual, it is here:

[NUMBA CUDA Guide](https://numba.readthedocs.io/en/stable/cuda/index.html)

I recommend doing these in Colab, as it is easy to get started.  Be
sure to make your own copy, turn on GPU mode in the settings (`Runtime / Change runtime type`, then set `Hardware accelerator` to `GPU`), and
then get to coding.

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/srush/GPU-Puzzles/blob/main/GPU_puzzlers.ipynb)

(If you are into this style of puzzle, also check out my [Tensor
Puzzles](https://github.com/srush/Tensor-Puzzles) for PyTorch.)

[Walkthrough Guide](https://www.youtube.com/watch?v=K4T-YwsOxrM)


```python
!pip install -qqq git+https://github.com/danoneata/chalk@srush-patch-1
!wget -q https://github.com/srush/GPU-Puzzles/raw/main/robot.png https://github.com/srush/GPU-Puzzles/raw/main/lib.py
```


```python
import numba
import numpy as np
import warnings
from lib import CudaProblem, Coord
```


```python
warnings.filterwarnings(
    action="ignore", category=numba.NumbaPerformanceWarning, module="numba"
)
```

## Puzzle 1: Map

Implement a "kernel" (GPU function) that adds 10 to each position of vector `a`
and stores it in vector `out`.  You have 1 thread per position.

**Warning** This code looks like Python but it is really CUDA! You cannot use
standard python tools like list comprehensions or ask for Numpy properties
like shape or size (if you need the size, it is given as an argument).
The puzzles only require doing simple operations, basically
+, *, simple array indexing, for loops, and if statements.
You are allowed to use local variables. 
If you get an
error it is probably because you did something fancy :). 

*Tip: Think of the function `call` as being run 1 time for each thread.
The only difference is that `cuda.threadIdx.x` changes each time.*


```python
def map_spec(a):
    return a + 10


def map_test(cuda):
    def call(out, a) -> None:
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 1 lines)

    return call


SIZE = 4
out = np.zeros((SIZE,))
a = np.arange(SIZE)
problem = CudaProblem(
    "Map", map_test, [a], out, threadsperblock=Coord(SIZE, 1), spec=map_spec
)
problem.show()
```

    # Map
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_14_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0.]
    Spec : [10 11 12 13]


## Puzzle 2 - Zip

Implement a kernel that adds together each position of `a` and `b` and stores it in `out`.
You have 1 thread per position.


```python
def zip_spec(a, b):
    return a + b


def zip_test(cuda):
    def call(out, a, b) -> None:
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 1 lines)

    return call


SIZE = 4
out = np.zeros((SIZE,))
a = np.arange(SIZE)
b = np.arange(SIZE)
problem = CudaProblem(
    "Zip", zip_test, [a, b], out, threadsperblock=Coord(SIZE, 1), spec=zip_spec
)
problem.show()
```

    # Zip
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_17_1.svg)
    




```python

```


```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0.]
    Spec : [0 2 4 6]


## Puzzle 3 - Guards

Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
You have more threads than positions.


```python
def map_guard_test(cuda):
    def call(out, a, size) -> None:
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 4
out = np.zeros((SIZE,))
a = np.arange(SIZE)
problem = CudaProblem(
    "Guard",
    map_guard_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(8, 1),
    spec=map_spec,
)
problem.show()
```

    # Guard
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_21_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0.]
    Spec : [10 11 12 13]


## Puzzle 4 - Map 2D

Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
Input `a` is 2D and square. You have more threads than positions.


```python
def map_2D_test(cuda):
    def call(out, a, size) -> None:
        local_i = cuda.threadIdx.x
        local_j = cuda.threadIdx.y
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 2
out = np.zeros((SIZE, SIZE))
a = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))
problem = CudaProblem(
    "Map 2D", map_2D_test, [a], out, [SIZE], threadsperblock=Coord(3, 3), spec=map_spec
)
problem.show()
```

    # Map 2D
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_24_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [[0. 0.]
     [0. 0.]]
    Spec : [[10 11]
     [12 13]]


## Puzzle 5 - Broadcast

Implement a kernel that adds `a` and `b` and stores it in `out`.
Inputs `a` and `b` are vectors. You have more threads than positions.


```python
def broadcast_test(cuda):
    def call(out, a, b, size) -> None:
        local_i = cuda.threadIdx.x
        local_j = cuda.threadIdx.y
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 2
out = np.zeros((SIZE, SIZE))
a = np.arange(SIZE).reshape(SIZE, 1)
b = np.arange(SIZE).reshape(1, SIZE)
problem = CudaProblem(
    "Broadcast",
    broadcast_test,
    [a, b],
    out,
    [SIZE],
    threadsperblock=Coord(3, 3),
    spec=zip_spec,
)
problem.show()
```

    # Broadcast
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_27_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [[0. 0.]
     [0. 0.]]
    Spec : [[0 1]
     [1 2]]


## Puzzle 6 - Blocks

Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
You have fewer threads per block than the size of `a`.

*Tip: A block is a group of threads. The number of threads per block is limited, but we can
have many different blocks. Variable `cuda.blockIdx` tells us what block we are in.*


```python
def map_block_test(cuda):
    def call(out, a, size) -> None:
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 9
out = np.zeros((SIZE,))
a = np.arange(SIZE)
problem = CudaProblem(
    "Blocks",
    map_block_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(4, 1),
    blockspergrid=Coord(3, 1),
    spec=map_spec,
)
problem.show()
```

    # Blocks
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_31_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0. 0. 0. 0. 0. 0.]
    Spec : [10 11 12 13 14 15 16 17 18]


## Puzzle 7 - Blocks 2D

Implement the same kernel in 2D.  You have fewer threads per block
than the size of `a` in both directions.


```python
def map_block2D_test(cuda):
    def call(out, a, size) -> None:
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        # FILL ME IN (roughly 4 lines)

    return call


SIZE = 5
out = np.zeros((SIZE, SIZE))
a = np.ones((SIZE, SIZE))

problem = CudaProblem(
    "Blocks 2D",
    map_block2D_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(3, 3),
    blockspergrid=Coord(2, 2),
    spec=map_spec,
)
problem.show()
```

    # Blocks 2D
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_34_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [[0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0.]]
    Spec : [[11. 11. 11. 11. 11.]
     [11. 11. 11. 11. 11.]
     [11. 11. 11. 11. 11.]
     [11. 11. 11. 11. 11.]
     [11. 11. 11. 11. 11.]]


## Puzzle 8 - Shared

Implement a kernel that adds 10 to each position of `a` and stores it in `out`.
You have fewer threads per block than the size of `a`.

**Warning**: Each block can only have a *constant* amount of shared
 memory that threads in that block can read and write to. This needs
 to be a literal python constant not a variable. After writing to
 shared memory you need to call `cuda.syncthreads` to ensure that
 threads do not cross.

(This example does not really need shared memory or syncthreads, but it is a demo.)


```python
TPB = 4
def shared_test(cuda):
    def call(out, a, size) -> None:
        shared = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x

        if i < size:
            shared[local_i] = a[i]
            cuda.syncthreads()

        # FILL ME IN (roughly 2 lines)

    return call


SIZE = 8
out = np.zeros(SIZE)
a = np.ones(SIZE)
problem = CudaProblem(
    "Shared",
    shared_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(TPB, 1),
    blockspergrid=Coord(2, 1),
    spec=map_spec,
)
problem.show()
```

    # Shared
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             1 |             0 |             0 |             1 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_39_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0. 0. 0. 0. 0.]
    Spec : [11. 11. 11. 11. 11. 11. 11. 11.]


## Puzzle 9 - Pooling

Implement a kernel that sums together the last 3 position of `a` and stores it in `out`.
You have 1 thread per position. You only need 1 global read and 1 global write per thread.

*Tip: Remember to be careful about syncing.*


```python
def pool_spec(a):
    out = np.zeros(*a.shape)
    for i in range(a.shape[0]):
        out[i] = a[max(i - 2, 0) : i + 1].sum()
    return out


TPB = 8
def pool_test(cuda):
    def call(out, a, size) -> None:
        shared = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 8 lines)

    return call


SIZE = 8
out = np.zeros(SIZE)
a = np.arange(SIZE)
problem = CudaProblem(
    "Pooling",
    pool_test,
    [a],
    out,
    [SIZE],
    threadsperblock=Coord(TPB, 1),
    blockspergrid=Coord(1, 1),
    spec=pool_spec,
)
problem.show()
```

    # Pooling
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_43_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0. 0. 0. 0. 0.]
    Spec : [ 0.  1.  3.  6.  9. 12. 15. 18.]


## Puzzle 10 - Dot Product

Implement a kernel that computes the dot-product of `a` and `b` and stores it in `out`.
You have 1 thread per position. You only need 2 global reads and 1 global write per thread.

*Note: For this problem you don't need to worry about number of shared reads. We will
 handle that challenge later.*


```python
def dot_spec(a, b):
    return a @ b

TPB = 8
def dot_test(cuda):
    def call(out, a, b, size) -> None:
        shared = cuda.shared.array(TPB, numba.float32)

        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 9 lines)
    return call


SIZE = 8
out = np.zeros(1)
a = np.arange(SIZE)
b = np.arange(SIZE)
problem = CudaProblem(
    "Dot",
    dot_test,
    [a, b],
    out,
    [SIZE],
    threadsperblock=Coord(SIZE, 1),
    blockspergrid=Coord(1, 1),
    spec=dot_spec,
)
problem.show()
```

    # Dot
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_47_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0.]
    Spec : 140


## Puzzle 11 - 1D Convolution

Implement a kernel that computes a 1D convolution between `a` and `b` and stores it in `out`.
You need to handle the general case. You only need 2 global reads and 1 global write per thread.


```python
def conv_spec(a, b):
    out = np.zeros(*a.shape)
    len = b.shape[0]
    for i in range(a.shape[0]):
        out[i] = sum([a[i + j] * b[j] for j in range(len) if i + j < a.shape[0]])
    return out


MAX_CONV = 4
TPB = 8
TPB_MAX_CONV = TPB + MAX_CONV
def conv_test(cuda):
    def call(out, a, b, a_size, b_size) -> None:
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x

        # FILL ME IN (roughly 17 lines)

    return call


# Test 1

SIZE = 6
CONV = 3
out = np.zeros(SIZE)
a = np.arange(SIZE)
b = np.arange(CONV)
problem = CudaProblem(
    "1D Conv (Simple)",
    conv_test,
    [a, b],
    out,
    [SIZE, CONV],
    Coord(1, 1),
    Coord(TPB, 1),
    spec=conv_spec,
)
problem.show()
```

    # 1D Conv (Simple)
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_50_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0. 0. 0.]
    Spec : [ 5.  8. 11. 14.  5.  0.]


Test 2


```python
out = np.zeros(15)
a = np.arange(15)
b = np.arange(4)
problem = CudaProblem(
    "1D Conv (Full)",
    conv_test,
    [a, b],
    out,
    [15, 4],
    Coord(2, 1),
    Coord(TPB, 1),
    spec=conv_spec,
)
problem.show()
```

    # 1D Conv (Full)
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_53_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0. 0.]
    Spec : [14. 20. 26. 32. 38. 44. 50. 56. 62. 68. 74. 80. 41. 14.  0.]


## Puzzle 12 - Prefix Sum

Implement a kernel that computes a sum over `a` and stores it in `out`.
If the size of `a` is greater than the block size, only store the sum of
each block.

We will do this using the [parallel prefix sum](https://en.wikipedia.org/wiki/Prefix_sum) algorithm in shared memory.
That is, each step of the algorithm should sum together half the remaining numbers.
Follow this diagram:

![](https://user-images.githubusercontent.com/35882/178757889-1c269623-93af-4a2e-a7e9-22cd55a42e38.png)


```python
TPB = 8
def sum_spec(a):
    out = np.zeros((a.shape[0] + TPB - 1) // TPB)
    for j, i in enumerate(range(0, a.shape[-1], TPB)):
        out[j] = a[i : i + TPB].sum()
    return out


def sum_test(cuda):
    def call(out, a, size: int) -> None:
        cache = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        # FILL ME IN (roughly 12 lines)

    return call


# Test 1

SIZE = 8
out = np.zeros(1)
inp = np.arange(SIZE)
problem = CudaProblem(
    "Sum (Simple)",
    sum_test,
    [inp],
    out,
    [SIZE],
    Coord(1, 1),
    Coord(TPB, 1),
    spec=sum_spec,
)
problem.show()
```

    # Sum (Simple)
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_58_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0.]
    Spec : [28.]


Test 2


```python
SIZE = 15
out = np.zeros(2)
inp = np.arange(SIZE)
problem = CudaProblem(
    "Sum (Full)",
    sum_test,
    [inp],
    out,
    [SIZE],
    Coord(2, 1),
    Coord(TPB, 1),
    spec=sum_spec,
)
problem.show()
```

    # Sum (Full)
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_61_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [0. 0.]
    Spec : [28. 77.]


## Puzzle 13 - Axis Sum

Implement a kernel that computes a sum over each column of `a` and stores it in `out`.


```python
TPB = 8
def sum_spec(a):
    out = np.zeros((a.shape[0], (a.shape[1] + TPB - 1) // TPB))
    for j, i in enumerate(range(0, a.shape[-1], TPB)):
        out[..., j] = a[..., i : i + TPB].sum(-1)
    return out


def axis_sum_test(cuda):
    def call(out, a, size: int) -> None:
        cache = cuda.shared.array(TPB, numba.float32)
        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        local_i = cuda.threadIdx.x
        batch = cuda.blockIdx.y
        # FILL ME IN (roughly 12 lines)

    return call


BATCH = 4
SIZE = 6
out = np.zeros((BATCH, 1))
inp = np.arange(BATCH * SIZE).reshape((BATCH, SIZE))
problem = CudaProblem(
    "Axis Sum",
    axis_sum_test,
    [inp],
    out,
    [SIZE],
    Coord(1, BATCH),
    Coord(TPB, 1),
    spec=sum_spec,
)
problem.show()
```

    # Axis Sum
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_64_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [[0.]
     [0.]
     [0.]
     [0.]]
    Spec : [[ 15.]
     [ 51.]
     [ 87.]
     [123.]]


## Puzzle 14 - Matrix Multiply!

Implement a kernel that multiplies square matrices `a` and `b` and
stores the result in `out`.

*Tip: The most efficient algorithm here will copy a block into
 shared memory before computing each of the individual row-column
 dot products. This is easy to do if the matrix fits in shared
 memory.  Do that case first. Then update your code to compute
 a partial dot-product and iteratively move the part you
 copied into shared memory.* You should be able to do the hard case
 in 6 global reads.


```python
def matmul_spec(a, b):
    return a @ b


TPB = 3
def mm_oneblock_test(cuda):
    def call(out, a, b, size: int) -> None:
        a_shared = cuda.shared.array((TPB, TPB), numba.float32)
        b_shared = cuda.shared.array((TPB, TPB), numba.float32)

        i = cuda.blockIdx.x * cuda.blockDim.x + cuda.threadIdx.x
        j = cuda.blockIdx.y * cuda.blockDim.y + cuda.threadIdx.y
        local_i = cuda.threadIdx.x
        local_j = cuda.threadIdx.y
        # FILL ME IN (roughly 14 lines)

    return call

# Test 1

SIZE = 2
out = np.zeros((SIZE, SIZE))
inp1 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))
inp2 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE)).T

problem = CudaProblem(
    "Matmul (Simple)",
    mm_oneblock_test,
    [inp1, inp2],
    out,
    [SIZE],
    Coord(1, 1),
    Coord(TPB, TPB),
    spec=matmul_spec,
)
problem.show(sparse=True)
```

    # Matmul (Simple)
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_67_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [[0. 0.]
     [0. 0.]]
    Spec : [[ 1  3]
     [ 3 13]]


Test 2


```python
SIZE = 8
out = np.zeros((SIZE, SIZE))
inp1 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE))
inp2 = np.arange(SIZE * SIZE).reshape((SIZE, SIZE)).T

problem = CudaProblem(
    "Matmul (Full)",
    mm_oneblock_test,
    [inp1, inp2],
    out,
    [SIZE],
    Coord(3, 3),
    Coord(TPB, TPB),
    spec=matmul_spec,
)
problem.show(sparse=True)
```

    # Matmul (Full)
     
       Score (Max Per Thread):
       |  Global Reads | Global Writes |  Shared Reads | Shared Writes |
       |             0 |             0 |             0 |             0 | 
    





    
![svg](GPU_puzzlers_files/GPU_puzzlers_70_1.svg)
    




```python
problem.check()
```

    Failed Tests.
    Yours: [[0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]
     [0. 0. 0. 0. 0. 0. 0. 0.]]
    Spec : [[  140   364   588   812  1036  1260  1484  1708]
     [  364  1100  1836  2572  3308  4044  4780  5516]
     [  588  1836  3084  4332  5580  6828  8076  9324]
     [  812  2572  4332  6092  7852  9612 11372 13132]
     [ 1036  3308  5580  7852 10124 12396 14668 16940]
     [ 1260  4044  6828  9612 12396 15180 17964 20748]
     [ 1484  4780  8076 11372 14668 17964 21260 24556]
     [ 1708  5516  9324 13132 16940 20748 24556 28364]]



================================================
FILE: lib.py
================================================
from dataclasses import dataclass
import numpy as np
from chalk import *
from colour import Color
import chalk
from dataclasses import dataclass
from typing import List, Any
from collections import Counter
from numba import cuda
import numba
import random

@dataclass
class ScalarHistory:
    last_fn: str
    inputs: list

    def __radd__(self, b):
        return self + b

    def __add__(self, b):
        if isinstance(b, (float, int)):
            return self
        if isinstance(b, Scalar):
            return ScalarHistory(self.last_fn, self.inputs + [b])
        if isinstance(b, ScalarHistory):
            return ScalarHistory(self.last_fn, self.inputs + b.inputs)
        return NotImplemented
        
class Scalar:
    def __init__(self, location):
        self.location = location

    def __mul__(self, b):
        if isinstance(b, (float, int)):
            return ScalarHistory("id", [self])
        if isinstance(b, Scalar):
            return ScalarHistory("*", [self, b])
        return NotImplemented

    def __radd__(self, b):
        return self + b
        
    def __add__(self, b):
        if isinstance(b, (float, int)):
            return ScalarHistory("id", [self])
        if isinstance(b, Scalar):
            return ScalarHistory("+", [self, b])
        if isinstance(b, ScalarHistory):
            return ScalarHistory("+", [self] + b.inputs)
        return NotImplemented
    
class Table:
    def __init__(self, name, array):
        self.name = name
        self.incoming = []
        self.array = array

        self.size = array.shape
    
    def __getitem__(self, index):
        self.array[index]
        if isinstance(index, int):
            index = (index,)
        assert len(index) == len(self.size), "Wrong number of indices"
        if index[0] >= self.size[0]:
            assert False, "bad size"

        return Scalar((self.name,) + index)

    def __setitem__(self, index, val):
        self.array[index]
        if isinstance(index, int):
            index = (index,)
        assert len(index) == len(self.size), "Wrong number of indices"
        if index[0] >= self.size[0]:
            assert False, "bad size"
        if isinstance(val, Scalar):
            val = ScalarHistory("id", [val])
        if isinstance(val, (float, int)):
            return
        assert isinstance(val, ScalarHistory), "Assigning an unrecognized value"
        self.incoming.append((index, val))

@dataclass(frozen=True, eq=True)
class Coord:
    x: int
    y: int

    def enumerate(self):
        k = 0
        for i in range(self.y):
            for j in range(self.x):
                yield k, Coord(j, i)
                k += 1

    def tuple(self):
        return (self.x, self.y)


class RefList:
    def __init__(self):
        self.refs = []
        
    def __getitem__(self, index):
        return self.refs[-1][index]

    def __setitem__(self, index, val):
        self.refs[-1][index] = val


class Shared:
    def __init__(self, cuda):
        self.cuda = cuda

    def array(self, size, ig):
        if isinstance(size, int):
            size = (size,)
        s = np.zeros(size)
        cache = Table("S" + str(len(self.cuda.caches)), s)
        # self.caches.append(cache)
        self.cuda.caches.append(RefList())
        self.cuda.caches[-1].refs = [cache]
        self.cuda.saved.append([])
        return self.cuda.caches[-1]


class Cuda:
    blockIdx: Coord
    blockDim: Coord
    threadIdx: Coord
    caches: list
    shared: Shared

    def __init__(self, blockIdx, blockDim, threadIdx):
        self.blockIdx = blockIdx
        self.blockDim = blockDim
        self.threadIdx = threadIdx
        self.caches = []
        self.shared = Shared(self)
        self.saved = []

    def syncthreads(self):
        for i, c in enumerate(self.caches):
            old_cache = c.refs[-1]
            # self_links = cache.self_links()
            # cache.clean()
            temp = old_cache.incoming
            old_cache.incoming = self.saved[i]
            self.saved[i] = temp
            cache = Table(old_cache.name + "'", old_cache.array)

            c.refs.append(cache)

    def finish(self):
        for i, c in enumerate(self.caches):
            old_cache = c.refs[-1]
            old_cache.incoming = self.saved[i]

    def rounds(self):
        if len(self.caches) > 0:
            return len(self.caches[0].refs)
        else:
            return 0


#li Some drawing constants.

black = Color("black")
white = Color("white")
im = image(
    "robot.png", "https://raw.githubusercontent.com/minitorch/diagrams/main/robot.png"
).scale_uniform_to_x(1)
colors = list(Color("red").range_to(Color("blue"), 10))

def table(name, r, c):
    if r == 0:
        return concat(
            [rectangle(1, 1).translate(0, j).named((name, j)) for j in range(c)]
        ).center_xy()
    return concat(
        [
            rectangle(1, 1).translate(i, j).named((name, i, j))
            for i in range(r)
            for j in range(c)
        ]
    ).center_xy()


def myconnect(diagram, loc, color, con, name1, name2):
    bb1 = diagram.get_subdiagram_envelope(name1)
    bb2 = diagram.get_subdiagram_envelope(name2)
    assert bb1 is not None, f"{name1}: You may be reading/writing from an un'synced array"
    assert bb2 is not None, f"{name2}: You may be reading/writing from an un'synced array"
    off = P2(loc[0] - 0.5, loc[1] - 0.5) * 0.85
    dia = empty()
    if con:
        dia += (
            arc_between(bb1.center - V2(0.5, 0), bb2.center + off, 0)
            .line_width(0.04)
            .line_color(color)
        )
    dia += place_at(
        [rectangle(0.95, 0.95).fill_opacity(0).line_color(color).line_width(0.15)],
        [bb1.center],
    )
    dia += place_at(
        [circle(0.1).line_width(0.04).fill_color(color)], [bb2.center + off]
    )
    return dia

def draw_table(tab):
    t = text(tab.name, 0.5).fill_color(black).line_width(0.0)
    if len(tab.size) == 1:
        tab = table(tab.name, 0, *tab.size)
    else:
        tab = table(tab.name, *tab.size)
    tab = tab.line_width(0.05)
    return tab.beside((t + vstrut(0.5)), -unit_y)


def draw_connect(tab, dia, loc2, color, con):
    return concat(
        [
            myconnect(dia, loc2, color, con, (tab.name,) + loc, inp.location)
            for (loc, val) in tab.incoming
            for inp in val.inputs
        ]
    )

def grid(mat, sep):
    return vcat([ hcat([y for y in x] , sep) for x in mat], sep )

def draw_base(_, a, c, out):
    inputs = vcat([draw_table(d) for d in a], 2.0).center_xy()
    shared_tables = [[draw_table(c2.refs[i]) for i in range(1, c.rounds())] for c2 in c.caches]
    shareds = grid(shared_tables, 1.0).center_xy()
    outputs = draw_table(out).center_xy()
    return hcat([inputs, shareds, outputs], 2.0)


def draw_coins(tpbx, tpby):
    return concat(
        [
            (circle(0.5).fill_color(colors[tt]).fill_opacity(0.7) + im).translate(
                pos.x * 1.1, pos.y * 1.1
            )
            for tt, pos in Coord(tpbx, tpby).enumerate()
        ]
    )
    

def label(dia, content):
    t = vstrut(0.5) / text(content, 0.5).fill_color(black).line_width(0) / vstrut(0.5)
    dia = dia.center_xy()
    return (dia + dia.juxtapose(t, -unit_y)).center_xy()


    
def draw_results(results, name, tpbx, tpby, sparse=False):
    full = empty()
    blocks = []
    locations = []
    base = draw_base(*results[Coord(0, 0)][Coord(0, 0)])
    for block, inner in results.items():
        dia = base
        for pos, (tt, a, c, out) in inner.items():
            loc = (
                pos.x / tpbx + (1 / (2 * tpbx)),
                (pos.y / tpby)
                + (1 / (2 * tpby)),
            )
            color = colors[tt]
            
            lines = True
            if sparse:
                lines = (pos.x == 0 and pos.y == 0) or (
                    pos.x == (tpbx - 1)
                    and pos.y == (tpby - 1)
                )
            all_tabs = (
                a + [c2.refs[i] for i in range(1, c.rounds()) for c2 in c.caches] + [out]
            )
            dia = dia + concat(
                draw_connect(t, dia, loc, color, lines) for t in all_tabs
            )
        height = dia.get_envelope().height

        # Label block and surround
        dia = hstrut(1) | (label(dia, f"Block {block.x} {block.y}")) | hstrut(1)
        dia = dia.center_xy().pad(1.2)
        env = dia.get_envelope()
        dia = dia + rectangle(env.width, env.height, 0.5).line_color(
            Color("grey")
        ).fill_opacity(0.0)

        
        blocks.append(dia.pad(1.1))
        locations.append(P2(block.x, block.y))

    # Grid blocks
    env = blocks[0].get_envelope()
    offset = V2(env.width, env.height)
    full = place_at(blocks, [offset * l for l in locations])

    coins = draw_coins(tpbx, tpby)

    full = (
        vstrut(1.5)
        / text(name, 1)
        / vstrut(1)
        / coins.center_xy()
        / vstrut(1)
        / full.center_xy()
    )
    full = full.pad(1.1).center_xy()
    env = full.get_envelope()
    set_svg_height(50 * env.height)


    chalk.core.set_svg_output_height(500)
    return rectangle(env.width, env.height).fill_color(white) + full


#

@dataclass
class CudaProblem:
    name: str
    fn: Any
    inputs: List[np.ndarray]
    out: np.ndarray
    args: Tuple[int] = ()
    blockspergrid: Coord = Coord(1, 1)
    threadsperblock: Coord = Coord(1, 1)
    spec: Any = None
        
    def run_cuda(self):
        fn = self.fn
        fn = fn(numba.cuda)
        jitfn = numba.cuda.jit(fn)
        jitfn[self.blockspergrid.tuple(), self.threadsperblock.tuple()](
            self.out, *self.inputs, *self.args
        )
        return self.out

    def run_python(self):
        results = {}
        fn = self.fn
        for _, block in self.blockspergrid.enumerate():
            results[block] = {}
            for tt, pos in self.threadsperblock.enumerate():
                a = []
                args = ["a", "b", "c", "d"]
                for i, inp in enumerate(self.inputs):
                    a.append(Table(args[i], inp))
                out = Table("out", self.out)

                c = Cuda(block, self.threadsperblock, pos)
                fn(c)(out, *a, *self.args)
                c.finish()
                results[block][pos] =  (tt, a, c, out)
        return results

    def score(self, results):

        total = 0
        full = Counter()
        for pos, (tt, a, c, out) in results[Coord(0, 0)].items():
            total += 1
            count = Counter()
            for out, tab in [(False, c2.refs[i]) for i in range(1, c.rounds()) for c2 in c.caches] + [(True, out)]:
                for inc in tab.incoming:
                    if out:
                        count["out_writes"] += 1
                    else:
                        count["shared_writes"] += 1
                    for ins in inc[1].inputs:
                        if ins.location[0].startswith("S"):
                            count["shared_reads"] += 1
                        else:
                            count["in_reads"] += 1
            for k in count:
                if count[k] > full[k]:
                    full[k] = count[k]
        print(f"""# {self.name}
 
   Score (Max Per Thread):
   | {'Global Reads':>13} | {'Global Writes':>13} | {'Shared Reads' :>13} | {'Shared Writes' :>13} |
   | {full['in_reads']:>13} | {full['out_writes']:>13} | {full['shared_reads']:>13} | {full['shared_writes']:>13} | 
""") 
    
    def show(self, sparse=False):
        results = self.run_python()
        self.score(results)
        return draw_results(results, self.name,
                            self.threadsperblock.x, self.threadsperblock.y, sparse)
    
    def check(self):
        x = self.run_cuda()
        y = self.spec(*self.inputs)
        try:
            np.testing.assert_allclose(x, y)
            print("Passed Tests!")
            from IPython.display import HTML
            pups = [
            "2m78jPG",
            "pn1e9TO",
            "MQCIwzT",
            "udLK6FS",
            "ZNem5o3",
            "DS2IZ6K",
            "aydRUz8",
            "MVUdQYK",
            "kLvno0p",
            "wScLiVz",
            "Z0TII8i",
            "F1SChho",
            "9hRi2jN",
            "lvzRF3W",
            "fqHxOGI",
            "1xeUYme",
            "6tVqKyM",
            "CCxZ6Wr",
            "lMW0OPQ",
            "wHVpHVG",
            "Wj2PGRl",
            "HlaTE8H",
            "k5jALH0",
            "3V37Hqr",
            "Eq2uMTA",
            "Vy9JShx",
            "g9I2ZmK",
            "Nu4RH7f",
            "sWp0Dqd",
            "bRKfspn",
            "qawCMl5",
            "2F6j2B4",
            "fiJxCVA",
            "pCAIlxD",
            "zJx2skh",
            "2Gdl1u7",
            "aJJAY4c",
            "ros6RLC",
            "DKLBJh7",
            "eyxH0Wc",
            "rJEkEw4"]
            return HTML("""
            <video alt="test" controls autoplay=1>
                <source src="https://openpuppies.com/mp4/%s.mp4"  type="video/mp4">
            </video>
            """%(random.sample(pups, 1)[0]))
            
        except AssertionError:
            print("Failed Tests.")
            print("Yours:", x)
            print("Spec :", y)