Showing preview only (344K chars total). Download the full file or copy to clipboard to get everything.
Repository: minsangkim142/R-net
Branch: master
Commit: a5721684dc0a
Files: 16
Total size: 333.1 KB
Directory structure:
gitextract_orh_ofxx/
├── GRU.py
├── LICENSE
├── Pipfile
├── README.md
├── data_load.py
├── demo.html
├── demo.py
├── evaluate.py
├── glove.840B.300d.char.txt
├── layers.py
├── model.py
├── params.py
├── process.py
├── requirements.txt
├── setup.sh
└── zoneout.py
================================================
FILE CONTENTS
================================================
================================================
FILE: GRU.py
================================================
# -*- coding: utf-8 -*-
#/usr/bin/python2
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import collections
import hashlib
import numbers
import tensorflow as tf
from tensorflow.python.ops import clip_ops
from tensorflow.python.ops import array_ops
from tensorflow.python.ops import init_ops
from tensorflow.python.ops import math_ops
from tensorflow.python.ops import nn_ops
from tensorflow.python.ops import variable_scope as vs
from tensorflow.python.util import nest
from tensorflow.contrib.rnn import RNNCell
from layers import gated_attention
from params import Params
_BIAS_VARIABLE_NAME = "bias"
_WEIGHTS_VARIABLE_NAME = "kernel"
class SRUCell(RNNCell):
"""Simple Recurrent Unit (SRU).
This implementation is based on:
Tao Lei and Yu Zhang,
"Training RNNs as Fast as CNNs,"
https://arxiv.org/abs/1709.02755
"""
def __init__(self, num_units, activation=None, is_training = True, reuse=None):
self._num_units = num_units
self._activation = activation or tf.tanh
self._is_training = is_training
@property
def output_size(self):
return self._num_units
@property
def state_size(self):
return self._num_units
def __call__(self, inputs, state, scope=None):
"""Run one step of SRU."""
with tf.variable_scope(scope or type(self).__name__): # "SRUCell"
with tf.variable_scope("x_hat"):
x = linear([inputs], self._num_units, False)
with tf.variable_scope("gates"):
concat = tf.sigmoid(linear([inputs], 2 * self._num_units, True))
f, r = tf.split(concat, 2, axis = 1)
with tf.variable_scope("candidates"):
c = self._activation(f * state + (1 - f) * x)
# variational dropout as suggested in the paper (disabled)
# if self._is_training and Params.dropout is not None:
# c = tf.nn.dropout(c, keep_prob = 1 - Params.dropout)
# highway connection
# Our implementation is slightly different to the paper
# https://arxiv.org/abs/1709.02755 in a way that highway network
# uses x_hat instead of the cell inputs. Check equation (7) from the original
# paper for SRU.
h = r * c + (1 - r) * x
return h, c
class GRUCell(RNNCell):
"""Gated Recurrent Unit cell (cf. http://arxiv.org/abs/1406.1078)."""
def __init__(self,
num_units,
activation=None,
reuse=None,
kernel_initializer=None,
bias_initializer=None,
is_training = True):
super(GRUCell, self).__init__(_reuse=reuse)
self._num_units = num_units
self._activation = activation or math_ops.tanh
self._kernel_initializer = kernel_initializer
self._bias_initializer = bias_initializer
self._is_training = is_training
@property
def state_size(self):
return self._num_units
@property
def output_size(self):
return self._num_units
def __call__(self, inputs, state, scope = None):
"""Gated recurrent unit (GRU) with nunits cells."""
if inputs.shape.as_list()[-1] != self._num_units:
with vs.variable_scope("projection"):
res = linear(inputs, self._num_units, False, )
else:
res = inputs
with vs.variable_scope("gates"): # Reset gate and update gate.
# We start with bias of 1.0 to not reset and not update.
bias_ones = self._bias_initializer
if self._bias_initializer is None:
dtype = [a.dtype for a in [inputs, state]][0]
bias_ones = init_ops.constant_initializer(1.0, dtype=dtype)
value = math_ops.sigmoid(
linear([inputs, state], 2 * self._num_units, True, bias_ones,
self._kernel_initializer))
r, u = array_ops.split(value=value, num_or_size_splits=2, axis=1)
with vs.variable_scope("candidate"):
c = self._activation(
linear([inputs, r * state], self._num_units, True,
self._bias_initializer, self._kernel_initializer))
# recurrent dropout as proposed in https://arxiv.org/pdf/1603.05118.pdf (currently disabled)
#if self._is_training and Params.dropout is not None:
#c = tf.nn.dropout(c, 1 - Params.dropout)
new_h = u * state + (1 - u) * c
return new_h + res, new_h
class gated_attention_Wrapper(RNNCell):
def __init__(self,
num_units,
memory,
params,
self_matching = False,
memory_len = None,
reuse=None,
kernel_initializer=None,
bias_initializer=None,
is_training = True,
use_SRU = False):
super(gated_attention_Wrapper, self).__init__(_reuse=reuse)
cell = SRUCell if use_SRU else GRUCell
self._cell = cell(num_units, is_training = is_training)
self._num_units = num_units
self._activation = math_ops.tanh
self._kernel_initializer = kernel_initializer
self._bias_initializer = bias_initializer
self._attention = memory
self._params = params
self._self_matching = self_matching
self._memory_len = memory_len
self._is_training = is_training
@property
def state_size(self):
return self._num_units
@property
def output_size(self):
return self._num_units
def __call__(self, inputs, state, scope = None):
"""Gated recurrent unit (GRU) with nunits cells."""
with vs.variable_scope("attention_pool"):
inputs = gated_attention(self._attention,
inputs,
state,
self._num_units,
params = self._params,
self_matching = self._self_matching,
memory_len = self._memory_len)
output, new_state = self._cell(inputs, state, scope)
return output, new_state
def linear(args,
output_size,
bias,
bias_initializer=None,
kernel_initializer=None):
"""Linear map: sum_i(args[i] * W[i]), where W[i] is a variable.
Args:
args: a 2D Tensor or a list of 2D, batch x n, Tensors.
output_size: int, second dimension of W[i].
bias: boolean, whether to add a bias term or not.
bias_initializer: starting value to initialize the bias
(default is all zeros).
kernel_initializer: starting value to initialize the weight.
Returns:
A 2D Tensor with shape [batch x output_size] equal to
sum_i(args[i] * W[i]), where W[i]s are newly created matrices.
Raises:
ValueError: if some of the arguments has unspecified or wrong shape.
"""
if args is None or (nest.is_sequence(args) and not args):
raise ValueError("`args` must be specified")
if not nest.is_sequence(args):
args = [args]
# Calculate the total size of arguments on dimension 1.
total_arg_size = 0
shapes = [a.get_shape() for a in args]
for shape in shapes:
if shape.ndims != 2:
raise ValueError("linear is expecting 2D arguments: %s" % shapes)
if shape[1].value is None:
raise ValueError("linear expects shape[1] to be provided for shape %s, "
"but saw %s" % (shape, shape[1]))
else:
total_arg_size += shape[1].value
dtype = [a.dtype for a in args][0]
# Now the computation.
scope = vs.get_variable_scope()
with vs.variable_scope(scope) as outer_scope:
weights = vs.get_variable(
_WEIGHTS_VARIABLE_NAME, [total_arg_size, output_size],
dtype=dtype,
initializer=kernel_initializer)
if len(args) == 1:
res = math_ops.matmul(args[0], weights)
else:
res = math_ops.matmul(array_ops.concat(args, 1), weights)
if not bias:
return res
with vs.variable_scope(outer_scope) as inner_scope:
inner_scope.set_partitioner(None)
if bias_initializer is None:
bias_initializer = init_ops.constant_initializer(0.0, dtype=dtype)
biases = vs.get_variable(
_BIAS_VARIABLE_NAME, [output_size],
dtype=dtype,
initializer=bias_initializer)
return nn_ops.bias_add(res, biases)
================================================
FILE: LICENSE
================================================
MIT License
Copyright (c) 2017 Min Sang Kim
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: Pipfile
================================================
[[source]]
url = "https://pypi.python.org/simple"
verify_ssl = true
name = "pypi"
[packages]
nltk = "*"
numpy = "*"
tqdm = "*"
spacy = "*"
[dev-packages]
[requires]
python_version = "2.7"
================================================
FILE: README.md
================================================
# R-NET: MACHINE READING COMPREHENSION WITH SELF MATCHING NETWORKS
Tensorflow implementation of https://www.microsoft.com/en-us/research/wp-content/uploads/2017/05/r-net.pdf
The dataset used for this task is Stanford Question Answering Dataset (https://rajpurkar.github.io/SQuAD-explorer/). Pretrained GloVe embeddings are used for both words (https://nlp.stanford.edu/projects/glove/) and characters (https://github.com/minimaxir/char-embeddings/blob/master/glove.840B.300d-char.txt).
**As of 26 Feb 2018, thanks to [@theSage21](https://github.com/thesage21) we have a working demo of R-net!**
## Requirements
* Python2.7
* NumPy
* tqdm
* spacy
* TensorFlow==1.2
# Downloads and Setup
Once you clone this repo, run the following lines from bash **just once** to process the dataset (SQuAD).
```shell
$ pipenv install
$ bash setup.sh
$ pipenv shell
$ python process.py --reduce_glove True --process True
```
# Training / Testing / Debugging / Interactive Demo
You can change the hyperparameters from params.py file to fit the model in your GPU. To train the model, run the following line.
```shell
$ python model.py
```
To test or debug your model after training, change mode="train" to debug or test from params.py file and run the model.
**To use demo, put batch size = 1**
# Tensorboard
Run tensorboard for visualisation.
```shell
$ tensorboard --logdir=r-net:train/
```
# Log
**26/02/18**
As of 26th Feb 2018, thanks to [@theSage21](https://github.com/thesage21) we have an html demo that can easily be launched to user's local host and try out R-net on custom paragraphs and questions.
**18/10/17**
After some hyperparameter searching, our model quickly reaches EM/F1 score of 50/60 in 4 hours with the hyperparameters suggested in params.py file. However, it quickly overfits after that. **Current best model reaches EM/F1 of 55/67 on dev set**.
**05/09/17**
After rewriting the architectures, the model converges with full dataset and it takes about 20 hours to reach F1/EM=67/60 on training set and 40/30 on dev set. with batch size of 54. Reproducing the results obtained by R-Net in the original paper is a new work in progress.
**02/09/17**
One of the challenges I faced while training was to fit a minibatch of size 32 or larger into my GTX 1080. Since SQuAD dataset displayed high variance in data, higher batch size was essential in training (otherwise the model doesn't converge). Reducing GPU memory usage significantly to fit batch size of 32 and higher is a work in progress. If you have any suggestions on reducing the GPU memory usage, please put forward a pr.
**27/08/17**
As a sanity check I trained the network with 3000 independent randomly sampled question-answering pairs. With my GTX 1080, it took about 4 hours and a half for the model to get the gist of what's going on with the data. With full dataset (90,000+ pairs) we are expecting longer time for convergence. Some sort of normalization method might help speed up convergence (though the authors of the original paper didn't mention anything about the normalization).
================================================
FILE: data_load.py
================================================
# -*- coding: utf-8 -*-
#/usr/bin/python2
from functools import wraps
import threading
from tensorflow.python.platform import tf_logging as logging
from params import Params
import numpy as np
import tensorflow as tf
from process import *
from sklearn.model_selection import train_test_split
# Adapted from the `sugartensor` code.
# https://github.com/buriburisuri/sugartensor/blob/master/sugartensor/sg_queue.py
def producer_func(func):
r"""Decorates a function `func` as producer_func.
Args:
func: A function to decorate.
"""
@wraps(func)
def wrapper(inputs, dtypes, capacity, num_threads):
r"""
Args:
inputs: A inputs queue list to enqueue
dtypes: Data types of each tensor
capacity: Queue capacity. Default is 32.
num_threads: Number of threads. Default is 1.
"""
# enqueue function
def enqueue_func(sess, op):
# read data from source queue
data = func(sess.run(inputs))
# create feeder dict
feed_dict = {}
for ph, col in zip(placeholders, data):
feed_dict[ph] = col
# run session
sess.run(op, feed_dict=feed_dict)
# create place holder list
placeholders = []
for dtype in dtypes:
placeholders.append(tf.placeholder(dtype=dtype))
# create FIFO queue
queue = tf.FIFOQueue(capacity, dtypes=dtypes)
# enqueue operation
enqueue_op = queue.enqueue(placeholders)
# create queue runner
runner = _FuncQueueRunner(enqueue_func, queue, [enqueue_op] * num_threads)
# register to global collection
tf.train.add_queue_runner(runner)
# return de-queue operation
return queue.dequeue()
return wrapper
class _FuncQueueRunner(tf.train.QueueRunner):
def __init__(self, func, queue=None, enqueue_ops=None, close_op=None,
cancel_op=None, queue_closed_exception_types=None,
queue_runner_def=None):
# save ad-hoc function
self.func = func
# call super()
super(_FuncQueueRunner, self).__init__(queue, enqueue_ops, close_op, cancel_op,
queue_closed_exception_types, queue_runner_def)
# pylint: disable=broad-except
def _run(self, sess, enqueue_op, coord=None):
if coord:
coord.register_thread(threading.current_thread())
decremented = False
try:
while True:
if coord and coord.should_stop():
break
try:
self.func(sess, enqueue_op) # call enqueue function
except self._queue_closed_exception_types: # pylint: disable=catching-non-exception
# This exception indicates that a queue was closed.
with self._lock:
self._runs_per_session[sess] -= 1
decremented = True
if self._runs_per_session[sess] == 0:
try:
sess.run(self._close_op)
except Exception as e:
# Intentionally ignore errors from close_op.
logging.vlog(1, "Ignored exception: %s", str(e))
return
except Exception as e:
# This catches all other exceptions.
if coord:
coord.request_stop(e)
else:
logging.error("Exception in QueueRunner: %s", str(e))
with self._lock:
self._exceptions_raised.append(e)
raise
finally:
# Make sure we account for all terminations: normal or errors.
if not decremented:
with self._lock:
self._runs_per_session[sess] -= 1
def load_data(dir_):
# Target indices
indices = load_target(dir_ + Params.target_dir)
# Load question data
print("Loading question data...")
q_word_ids, _ = load_word(dir_ + Params.q_word_dir)
q_char_ids, q_char_len, q_word_len = load_char(dir_ + Params.q_chars_dir)
# Load passage data
print("Loading passage data...")
p_word_ids, _ = load_word(dir_ + Params.p_word_dir)
p_char_ids, p_char_len, p_word_len = load_char(dir_ + Params.p_chars_dir)
# Get max length to pad
p_max_word = Params.max_p_len#np.max(p_word_len)
p_max_char = Params.max_char_len#,max_value(p_char_len))
q_max_word = Params.max_q_len#,np.max(q_word_len)
q_max_char = Params.max_char_len#,max_value(q_char_len))
# pad_data
print("Preparing data...")
p_word_ids = pad_data(p_word_ids,p_max_word)
q_word_ids = pad_data(q_word_ids,q_max_word)
p_char_ids = pad_char_data(p_char_ids,p_max_char,p_max_word)
q_char_ids = pad_char_data(q_char_ids,q_max_char,q_max_word)
# to numpy
indices = np.reshape(np.asarray(indices,np.int32),(-1,2))
p_word_len = np.reshape(np.asarray(p_word_len,np.int32),(-1,1))
q_word_len = np.reshape(np.asarray(q_word_len,np.int32),(-1,1))
# p_char_len = pad_data(p_char_len,p_max_word)
# q_char_len = pad_data(q_char_len,q_max_word)
p_char_len = pad_char_len(p_char_len, p_max_word, p_max_char)
q_char_len = pad_char_len(q_char_len, q_max_word, q_max_char)
for i in range(p_word_len.shape[0]):
if p_word_len[i,0] > p_max_word:
p_word_len[i,0] = p_max_word
for i in range(q_word_len.shape[0]):
if q_word_len[i,0] > q_max_word:
q_word_len[i,0] = q_max_word
# shapes of each data
shapes=[(p_max_word,),(q_max_word,),
(p_max_word,p_max_char,),(q_max_word,q_max_char,),
(1,),(1,),
(p_max_word,),(q_max_word,),
(2,)]
return ([p_word_ids, q_word_ids,
p_char_ids, q_char_ids,
p_word_len, q_word_len,
p_char_len, q_char_len,
indices], shapes)
def get_dev():
devset, shapes = load_data(Params.dev_dir)
indices = devset[-1]
# devset = [np.reshape(input_, shapes[i]) for i,input_ in enumerate(devset)]
dev_ind = np.arange(indices.shape[0],dtype = np.int32)
np.random.shuffle(dev_ind)
return devset, dev_ind
def get_batch(is_training = True):
"""Loads training data and put them in queues"""
with tf.device('/cpu:0'):
# Load dataset
input_list, shapes = load_data(Params.train_dir if is_training else Params.dev_dir)
indices = input_list[-1]
train_ind = np.arange(indices.shape[0],dtype = np.int32)
np.random.shuffle(train_ind)
size = Params.data_size
if Params.data_size > indices.shape[0] or Params.data_size == -1:
size = indices.shape[0]
ind_list = tf.convert_to_tensor(train_ind[:size])
# Create Queues
ind_list = tf.train.slice_input_producer([ind_list], shuffle=True)
@producer_func
def get_data(ind):
'''From `_inputs`, which has been fetched from slice queues,
then enqueue them again.
'''
return [np.reshape(input_[ind], shapes[i]) for i,input_ in enumerate(input_list)]
data = get_data(inputs=ind_list,
dtypes=[np.int32]*9,
capacity=Params.batch_size*32,
num_threads=6)
# create batch queues
batch = tf.train.batch(data,
shapes=shapes,
num_threads=2,
batch_size=Params.batch_size,
capacity=Params.batch_size*32,
dynamic_pad=True)
return batch, size // Params.batch_size
================================================
FILE: demo.html
================================================
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<script>
function hit(passage, question){
var xhr = new XMLHttpRequest();
xhr.open("POST", '/answer', true);
xhr.setRequestHeader("Content-type", "application/json");
xhr.onreadystatechange = function () {
console.log(xhr.status);
if (xhr.readyState === 4 && xhr.status === 200) {
var json = JSON.parse(xhr.responseText);
console.log(json.answer);
var ans = document.getElementById("answer");
ans.innerHTML = json.answer;
}
};
var params = JSON.stringify({"question": question, "passage": passage});
xhr.send(params);
console.log("sent");
}
</script>
<style>
body{
display: grid;
grid-template-columns: 7fr 3fr;
grid-template-rows: 9fr 1fr;
}
</style>
</head>
<body>
<textarea id='passage' placeholder='Your passage here'></textarea>
<textarea id='question' placeholder='Your Question here'></textarea>
<p id='answer'>Your answer appears here</p>
<button id='GetAnswer'>Get Answer</button>
<script>
var button = document.getElementById("GetAnswer");
button.onclick = function (){
var para = document.getElementById("passage");
var ques = document.getElementById("question");
console.log("hitting");
hit(para.value, ques.value);
};
</script>
</body>
</html>
================================================
FILE: demo.py
================================================
#!/usr/bin/env python
# coding=utf-8
import tensorflow as tf
import bottle
from bottle import route, run
import threading
from params import Params
from process import *
from time import sleep
app = bottle.Bottle()
query = []
response = ""
@app.get("/")
def home():
with open('demo.html', 'r') as fl:
html = fl.read()
return html
@app.post('/answer')
def answer():
passage = bottle.request.json['passage']
question = bottle.request.json['question']
# if not passage or not question:
# exit()
global query, response
query = (passage, question)
while not response:
sleep(0.1)
print("received response: {}".format(response))
Final_response = {"answer": response}
response = []
return Final_response
class Demo(object):
def __init__(self, model):
run_event = threading.Event()
run_event.set()
threading.Thread(target=self.demo_backend, args = [model, run_event]).start()
app.run(port=8080, host='0.0.0.0')
try:
while 1:
sleep(.1)
except KeyboardInterrupt:
print "Closing server..."
run_event.clear()
def demo_backend(self, model, run_event):
global query, response
dict_ = pickle.load(open(Params.data_dir + "dictionary.pkl","r"))
with model.graph.as_default():
sv = tf.train.Supervisor()
with sv.managed_session() as sess:
sv.saver.restore(sess, tf.train.latest_checkpoint(Params.logdir))
while run_event.is_set():
sleep(0.1)
if query:
data, shapes = dict_.realtime_process(query)
fd = {m:d for i,(m,d) in enumerate(zip(model.data, data))}
ids = sess.run([model.output_index], feed_dict = fd)
ids = ids[0][0]
if ids[0] == ids[1]:
ids[1] += 1
passage_t = tokenize_corenlp(query[0])
response = " ".join(passage_t[ids[0]:ids[1]])
query = []
================================================
FILE: evaluate.py
================================================
""" Official evaluation script for v1.1 of the SQuAD dataset. """
from __future__ import print_function
from collections import Counter
import string
import re
import argparse
import json
import sys
def f1_and_EM(index, ground_truth, passage, dict_):
if index[0] == index[1]:
pred_ind = [passage[index[0]].tolist()]
else:
pred_ind = passage[index[0]:index[1]].tolist()
if pred_ind is None:
pred_ind = [0]
if ground_truth[0] == ground_truth[1]:
answer_ind = [passage[ground_truth[0]].tolist()]
else:
answer_ind = passage[ground_truth[0]:ground_truth[1]].tolist()
answer = dict_.ind2word(pred_ind)
answer_ = dict_.ind2word(answer_ind)
f1 = f1_score(answer,answer_)
EM = exact_match_score(answer,answer_)
return f1, EM
def normalize_answer(s):
"""Lower text and remove punctuation, articles and extra whitespace."""
def remove_articles(text):
return re.sub(r'\b(a|an|the)\b', ' ', text)
def white_space_fix(text):
return ' '.join(text.split())
def remove_punc(text):
exclude = set(string.punctuation)
return ''.join(ch for ch in text if ch not in exclude)
def lower(text):
return text.lower()
return white_space_fix(remove_articles(remove_punc(lower(s))))
def f1_score(prediction, ground_truth):
prediction_tokens = normalize_answer(prediction).split()
ground_truth_tokens = normalize_answer(ground_truth).split()
common = Counter(prediction_tokens) & Counter(ground_truth_tokens)
num_same = sum(common.values())
if num_same == 0:
return 0
precision = 1.0 * num_same / len(prediction_tokens)
recall = 1.0 * num_same / len(ground_truth_tokens)
f1 = (2 * precision * recall) / (precision + recall)
return f1
def exact_match_score(prediction, ground_truth):
return (normalize_answer(prediction) == normalize_answer(ground_truth))
def metric_max_over_ground_truths(metric_fn, prediction, ground_truths):
scores_for_ground_truths = []
for ground_truth in ground_truths:
score = metric_fn(prediction, ground_truth)
scores_for_ground_truths.append(score)
return max(scores_for_ground_truths)
def evaluate(dataset, predictions):
f1 = exact_match = total = 0
for article in dataset:
for paragraph in article['paragraphs']:
for qa in paragraph['qas']:
total += 1
if qa['id'] not in predictions:
message = 'Unanswered question ' + qa['id'] + \
' will receive score 0.'
print(message, file=sys.stderr)
continue
ground_truths = list(map(lambda x: x['text'], qa['answers']))
prediction = predictions[qa['id']]
exact_match += metric_max_over_ground_truths(
exact_match_score, prediction, ground_truths)
f1 += metric_max_over_ground_truths(
f1_score, prediction, ground_truths)
exact_match = 100.0 * exact_match / total
f1 = 100.0 * f1 / total
return {'exact_match': exact_match, 'f1': f1}
if __name__ == '__main__':
expected_version = '1.1'
parser = argparse.ArgumentParser(
description='Evaluation for SQuAD ' + expected_version)
parser.add_argument('dataset_file', help='Dataset file')
parser.add_argument('prediction_file', help='Prediction File')
args = parser.parse_args()
with open(args.dataset_file) as dataset_file:
dataset_json = json.load(dataset_file)
if (dataset_json['version'] != expected_version):
print('Evaluation expects v-' + expected_version +
', but got dataset with v-' + dataset_json['version'],
file=sys.stderr)
dataset = dataset_json['data']
with open(args.prediction_file) as prediction_file:
predictions = json.load(prediction_file)
print(json.dumps(evaluate(dataset, predictions)))
================================================
FILE: glove.840B.300d.char.txt
================================================
$ 0.144288 -0.460809 0.205078 0.061188 -0.057054 -0.048921 -0.164738 0.132241 0.139505 -1.45673 0.396798 0.277961 -0.174046 0.278037 0.336294 0.098585 0.17377 -0.848967 0.396099 -0.202508 -0.160806 0.241847 -0.138796 0.136647 -0.041472 -0.287252 0.121254 -0.026738 -0.162418 0.044436 0.091555 -0.136861 0.178595 -0.000123 -0.14282 0.219414 0.032894 -0.059294 0.282107 0.438588 0.097691 -0.132703 0.079615 0.09284 -0.133715 -0.028065 0.219812 -0.021644 -0.15124 -0.064424 0.188657 -0.140944 -0.015666 0.301707 0.176221 -0.228171 0.117744 0.024572 0.151532 0.130388 -0.093589 -0.063591 -0.213963 -0.664897 -0.051173 0.145696 0.088085 -0.040286 -0.174931 -0.345196 -0.053173 0.237955 -0.185273 0.104786 -0.086054 0.033682 -0.185401 0.04029 0.070202 -0.206912 -0.165523 -0.206874 0.0873 0.08216 0.093227 0.381933 0.558342 0.050014 -0.05609 -0.218249 0.049009 -0.117169 0.154203 -0.020463 -0.377088 0.368341 -0.222472 0.046694 0.031444 0.174862 0.026853 -0.358615 0.185124 0.082293 -0.028626 -0.352496 -0.081429 -0.210077 -0.258144 0.038838 0.021895 0.040279 0.092572 0.057498 -0.06644 0.113818 0.137411 -0.168118 0.142237 -0.166985 -0.107921 -0.150895 -0.32587 0.143393 -0.036771 -0.098002 -0.147006 0.139118 0.002724 0.017834 -0.121276 0.114327 0.063454 0.176303 -0.14784 0.125102 0.017875 -0.078547 -0.282594 -0.024056 0.948385 0.13268 -0.35872 0.016632 0.133687 0.139229 0.111057 -0.052825 -0.062598 -0.00731 0.224909 -0.054256 0.04304 0.100056 0.307388 0.092885 0.172201 -0.12571 0.2882 0.210417 -0.116812 0.160809 -0.213403 0.045633 0.168011 0.36765 -0.052158 0.185154 -0.33939 -0.157674 0.013663 0.047496 0.012714 0.128385 0.269976 -0.180241 -0.049025 -0.138182 -0.172213 -0.166881 0.106579 0.246113 0.071687 0.111131 -0.029168 0.025904 0.010511 -0.236868 -0.165854 0.257773 0.081909 -0.107561 -0.071208 -0.010327 0.184775 -0.385112 0.338346 -0.073193 0.231225 -0.457138 0.226866 0.191209 -0.035197 -0.13803 -0.401169 -0.16485 0.115937 -0.025727 0.467579 -0.014991 0.273331 0.194617 -0.03361 0.199445 -0.090705 -0.075828 0.147352 -0.171102 0.324208 0.122602 0.07258 -0.136654 0.24861 -0.274774 -0.074807 -0.08476 -0.290013 -0.057169 -0.216254 -0.074141 0.219929 0.048878 -0.044135 -0.267522 0.113642 0.354883 -0.043416 0.089142 0.119464 -0.209226 -0.145259 0.023563 0.049457 0.038882 0.309804 0.327336 -0.017127 0.024575 0.432556 -0.200953 0.133605 -0.047093 0.120373 0.301827 0.004964 -0.355299 -0.038493 -0.110103 -0.152474 -0.003245 -0.13803 0.003923 -0.027237 -0.332633 0.071391 0.147288 0.120792 -0.036141 -0.308107 -0.10431 -0.074165 -0.136929 0.090265 0.487684 0.125397 -0.086254 0.010741 -0.158267 -0.304963 -0.147217 -0.214635 -0.211521 -0.245484 0.201605 -0.062608 0.079798 -0.252412 0.175501 -0.393586 0.19504 0.478517 -0.15022 -0.021751 -0.006589 -0.116282 0.031644 -0.049135 0.178179 -0.015788 -0.398401
( -0.045633 0.050699 0.183949 0.277213 0.31171 -0.133866 0.203913 0.091558 -0.411744 -0.96731 0.385677 -0.145946 -0.16519 -0.523985 0.316953 0.017295 -0.183145 -0.746086 0.358226 0.013226 0.011557 -0.071455 -0.15453 0.297628 0.126262 -0.073523 -0.20231 0.003829 0.343989 -0.31356 0.693832 -0.5774 0.328477 -0.12753 0.247935 0.398614 -0.23201 0.377794 0.384197 0.132342 -0.618517 -0.225865 -0.313834 -0.036505 -0.104163 0.14787 0.315682 0.426232 0.143626 -0.129399 0.425549 0.005923 0.310333 -0.22928 -0.050397 0.24743 -0.284724 -0.054502 0.52998 0.183079 -0.406631 0.293466 -0.029528 0.115018 -0.087455 0.483062 0.174003 0.160833 0.202671 -0.348617 -0.290344 -0.390594 -0.194148 -0.066569 0.138398 0.17518 -0.20665 -0.148508 0.127156 -0.276756 -0.684113 -0.113046 -0.031965 0.066794 -0.052106 0.151401 0.726056 -0.242695 -0.315543 -0.362601 -0.316412 0.137603 0.127226 -0.232501 -0.309554 0.606144 -0.503076 0.265994 0.013465 -0.031071 0.417349 -0.369025 0.48335 0.16315 0.220602 0.510679 0.012813 -0.18174 -0.47823 -0.183035 0.565364 0.002111 0.055733 0.309988 0.205631 -0.078934 0.125808 -0.458279 0.129762 0.161054 -0.20275 0.361243 0.274108 -0.025103 -0.098811 -0.275765 0.540857 0.205817 0.028066 0.174594 -0.044126 -0.095947 0.010102 0.132749 -0.526342 0.16775 0.321951 0.010617 -0.518091 -0.250315 1.463324 0.447787 -0.475155 -0.017494 0.276995 0.445566 0.389097 -0.004872 -0.376219 0.273306 0.324974 0.18325 0.235413 0.089004 -0.262125 -0.055646 0.4477 -0.334039 0.234018 0.143456 0.367009 -0.555364 0.192132 0.077147 0.467105 0.04856 -0.004165 -0.324507 -0.504176 0.161726 -0.272991 0.453228 0.279057 -0.181122 0.118332 0.08513 -0.139394 0.042957 -0.550839 -0.003917 0.086425 0.143788 0.564318 0.117844 0.347799 0.284252 -0.029504 0.137933 0.357171 0.316867 0.442018 -0.255754 0.499406 0.093844 -0.383426 0.318867 0.303056 0.1972 0.050824 -0.184631 0.122676 0.672852 -0.122308 -0.167519 -0.088811 0.21824 -0.101469 0.222648 0.308586 -0.01583 0.007137 0.208673 0.209932 0.071541 0.003279 -0.149205 0.331517 -0.09508 0.231606 0.279454 0.397567 -0.192015 0.11873 0.009693 -0.405112 -0.528699 -0.325277 -0.243937 0.069177 -0.352375 0.180017 0.072422 0.193621 0.135365 0.087871 0.259954 0.225427 -0.290467 0.420895 0.06422 0.1741 -0.184457 -0.117535 0.319049 0.097797 0.307606 0.150227 0.411638 0.367504 -0.089529 -0.039452 0.062444 -0.124274 0.1298 -0.145122 -0.326705 -0.118956 -0.468486 0.091796 -0.133896 -0.131226 -0.185766 0.13515 -0.424976 0.042459 0.392457 0.105445 0.053177 -0.409488 0.312163 -0.090265 0.419753 0.414002 0.217101 -0.173643 0.342142 0.001887 -0.235268 -0.500284 -0.693395 -0.078351 0.032544 0.542473 -0.000932 0.277636 0.477265 -0.280661 0.031887 -0.366938 0.08708 0.461171 0.009006 -0.056919 0.421622 -0.102552 0.119872 -0.084561 -0.148157 -0.031869 0.156758
, 0.083794 -0.471956 0.210845 -0.198393 -0.396052 -0.064238 -0.042096 0.101192 0.358648 -1.501963 0.578132 0.231306 -0.361203 0.067881 0.271502 0.131327 0.121084 -1.111837 0.13377 -0.013521 -0.014362 0.153782 0.30263 0.34325 0.285282 -0.231018 0.03756 0.139609 -0.266885 0.081509 0.185915 -0.034947 0.279543 -0.073668 -0.290979 0.152711 -0.088592 0.005126 0.165112 0.404205 -0.180718 -0.274765 0.19508 -0.01054 -0.175247 0.116044 0.471664 -0.026354 -0.117246 0.062223 -0.067209 -0.262777 0.051313 -0.177293 0.110667 -0.241186 0.070395 -0.018802 -0.027608 -0.060381 0.079058 -0.050183 -0.432324 -0.920383 -0.459028 0.3366 0.255458 -0.141603 -0.080162 -0.539282 -0.319923 -0.040407 0.171943 0.125307 0.13712 -0.184448 0.06568 0.365774 0.074737 -0.081406 -0.202299 -0.180062 0.432135 0.03537 -0.238117 0.273773 0.502476 0.0649 -0.326813 -0.463652 0.33389 -0.4613 -0.160234 0.125478 -0.169196 0.574843 0.067339 0.421573 0.121398 0.072504 -0.14511 -0.104445 0.274238 0.280893 0.283497 -0.663728 0.029327 -0.243905 -0.151139 -0.170599 0.423521 -0.058304 -0.289603 0.150504 -0.246685 0.25908 -0.180547 -0.066515 0.003895 -0.195117 -0.281847 -0.093271 -0.230995 -0.109343 0.055019 -0.19445 -0.120055 0.262774 0.034158 -0.035339 -0.048135 -0.124206 -0.056038 0.055505 -0.310681 -0.208441 -0.042918 0.354484 -0.280442 0.150803 0.799136 0.271029 -0.317488 0.147179 -0.03183 0.366517 0.082085 -0.352274 0.04898 0.00232 -0.087827 -0.330829 0.034415 -0.22456 0.063217 0.240943 0.151435 0.093824 0.228139 0.158569 0.115814 -0.03209 0.0184 -0.043852 0.132896 0.520064 -0.15341 0.143668 -0.069954 0.158697 -0.008812 -0.186594 0.123742 0.408745 0.129704 -0.393525 0.160108 -0.116723 -0.115747 -0.140662 0.08438 0.212124 0.21238 0.295212 0.218848 -0.0597 0.405503 -0.08761 0.121781 0.079631 0.201274 0.122846 0.157457 -0.291937 -0.078924 -0.234248 0.225855 0.14796 0.189013 -0.378627 -0.097207 0.04523 0.207457 -0.247541 -0.452376 -0.054631 -0.106967 -0.093657 0.078046 -0.062927 0.03147 0.147221 0.124932 -0.058863 -0.278688 -0.26294 0.169716 -0.318723 0.506955 0.304954 -0.025394 -0.088872 0.301449 -0.202729 -0.28099 0.134314 -0.065696 -0.082858 -0.018727 -0.596609 0.134172 0.006598 -0.274362 -0.238655 0.270091 0.402908 0.123541 0.146821 0.221347 -0.272307 -0.093914 -0.326179 0.178008 -0.057033 0.091108 0.247291 0.103937 -0.013241 0.407362 -0.167532 -0.376533 0.510057 0.276252 0.437285 -0.255998 -0.311538 -0.032908 -0.045674 0.023591 -0.096318 -0.427903 -0.155363 -0.38873 -0.057087 0.086371 0.101814 0.349722 -0.255898 -0.564238 0.179776 -0.149941 -0.048923 0.286526 0.581231 -0.108755 0.103385 -0.011201 -0.162608 0.025738 -0.545108 -0.343483 0.011679 -0.165982 -0.101619 0.250272 -0.007249 -0.395705 0.365553 -0.405099 0.309765 0.273238 -0.145315 0.106908 -0.124492 -0.196927 0.070064 0.128227 0.25687 0.062143 -0.250059
0 0.177007 -0.285789 0.262566 -0.045959 -0.305244 0.142043 0.076569 0.018256 -0.099576 -1.585294 0.473755 -0.088949 -0.190555 0.183047 0.199403 0.030799 0.158995 -1.066643 0.44022 0.131991 0.005121 0.129669 0.275052 0.095232 -0.055577 0.08966 0.164386 -0.136984 -0.12569 0.126692 0.150993 -0.197738 -0.005303 0.047764 -0.259782 0.166952 -0.005221 0.166043 0.089197 0.435515 -0.136837 -0.25303 -0.143955 0.227988 -0.09051 -0.013619 0.254868 -0.106158 -0.05757 0.140439 0.090695 0.22723 -0.066123 0.06938 0.107405 0.0642 0.028284 0.057645 0.119698 0.17907 -0.038296 -0.162404 -0.019637 -0.552584 -0.389568 0.158314 0.084598 -0.149522 -0.102928 -0.319981 -0.021069 -0.205162 -0.376014 0.003216 0.006543 0.050725 -0.024834 0.194734 -0.106288 -0.244569 -0.0475 -0.013505 0.154188 0.027955 0.043827 0.429399 0.708874 -0.081915 -0.367833 -0.095255 0.167342 -0.146179 0.065755 0.152675 -0.073975 0.249667 -0.097473 -0.053554 -0.066442 0.122335 -0.051237 -0.090726 0.168104 0.169115 -0.05591 -0.388965 -0.08398 -0.25901 -0.079729 0.029651 -0.050013 0.183563 -0.070544 0.111201 -0.075405 0.120527 -0.03466 -0.215983 0.050455 -0.212096 -0.20812 0.081222 -0.088711 0.07043 0.016636 -0.073319 -0.16808 0.171917 0.007674 0.045975 -0.016431 -0.039029 0.092129 0.086303 -0.334881 -0.039804 0.076738 0.201294 -0.13512 0.021825 0.899243 0.096351 -0.236475 0.04176 -0.041401 0.181187 0.107827 -0.084326 -0.067533 0.14823 0.017031 -0.146694 -0.038438 0.036431 0.096997 0.20666 0.264029 -0.067414 0.055437 0.278033 -0.069352 -0.06784 0.080397 0.135239 0.242878 0.375347 -0.283894 0.140627 -0.368911 -0.019365 0.094982 0.029153 0.100047 0.147695 0.180658 -0.145475 -0.046071 -0.166852 -0.215705 0.018071 -0.013701 0.100351 0.222788 0.181184 0.250187 -0.056703 0.22387 -0.034886 -0.088623 0.039612 0.247901 0.168085 0.178978 -0.256894 -0.060818 -0.291121 0.050765 0.205385 0.315802 -0.253822 0.001785 0.133916 0.100264 -0.080874 -0.292177 -0.162237 -0.097725 0.032913 0.162273 0.062547 0.23802 0.011647 -0.02813 0.284717 -0.040839 -0.237316 0.186545 -0.105824 0.400919 0.061031 0.178508 -0.12246 0.141963 -0.249584 -0.084866 -0.037384 0.064329 -0.273033 0.011104 -0.331069 0.178982 0.028654 -0.213383 -0.083043 -0.032115 0.12999 -0.0323 0.061216 0.204278 -0.247515 -0.073869 -0.053975 -0.170354 -0.261095 -0.167006 0.170743 0.142627 0.132317 0.410683 0.045208 -0.099197 0.075069 0.017164 0.098515 -0.051258 -0.534174 -0.186765 0.103318 -0.099767 -0.162918 -0.221876 -0.250972 0.015741 -0.132844 -0.189218 0.134883 0.064062 -0.107284 -0.614535 0.267892 -0.203712 -0.039471 0.106703 0.289912 -0.086368 -0.006274 -0.022872 -0.224909 -0.156609 -0.175115 -0.321627 -0.258528 -0.043568 -0.070003 0.292031 0.138844 -0.204575 0.154194 -0.241961 0.298931 0.536627 -0.08005 -0.13888 0.08141 -0.105706 0.047458 0.025606 0.236949 -0.058423 -0.16644
4 0.189158 -0.29737 0.296691 -0.02323 -0.269874 0.10638 0.079688 -0.020338 -0.01872 -1.582396 0.485012 0.018893 -0.207408 0.198746 0.177401 0.021703 0.139106 -1.079484 0.391518 0.126916 0.03597 0.174721 0.274256 0.113446 0.010742 0.057746 0.205237 -0.151335 -0.130181 0.14424 0.117078 -0.158908 -0.005517 0.01361 -0.279437 0.12095 -0.006682 0.106753 0.099303 0.435937 -0.154412 -0.325947 -0.117109 0.196674 -0.027499 -0.061029 0.276066 -0.037269 -0.088336 0.124064 0.1069 0.201217 -0.040471 0.031096 0.144006 0.03883 0.012635 0.06329 0.147052 0.202477 -0.077488 -0.139538 -0.067727 -0.593898 -0.415197 0.157013 0.096336 -0.094327 -0.099534 -0.380217 -0.003345 -0.224959 -0.322754 0.033262 -0.019345 0.030525 0.016369 0.275527 -0.096446 -0.256565 -0.108213 -0.08363 0.191513 -0.004942 -0.007072 0.406529 0.750531 -0.023869 -0.423714 -0.1572 0.200314 -0.204302 0.064815 0.157302 -0.04651 0.296517 -0.148169 -0.068463 -0.103034 0.053219 -0.023836 -0.092877 0.218965 0.198376 -0.010115 -0.414042 -0.058603 -0.231015 -0.073861 -0.010066 -0.007871 0.223879 -0.102918 0.132883 -0.088754 0.175035 -0.054332 -0.148461 -0.001778 -0.258516 -0.216447 0.075579 -0.098756 0.083299 -0.017841 -0.032103 -0.142902 0.138689 0.073697 0.069117 -0.03434 -0.039734 0.095877 0.062303 -0.292663 -0.039951 0.060008 0.138786 -0.150023 0.110092 0.898949 0.148945 -0.170532 -0.007499 -0.01706 0.215972 0.074946 -0.095519 -0.037392 0.11901 -0.022454 -0.165126 -0.02765 0.013634 0.111116 0.190235 0.25691 -0.077277 0.090301 0.268406 -0.082801 -0.03474 0.0596 0.093341 0.158723 0.333303 -0.244503 0.118077 -0.396393 -0.029278 0.099617 -0.010978 0.109584 0.173557 0.203655 -0.199532 -0.09167 -0.173738 -0.241559 -0.018236 -0.001959 0.124034 0.242721 0.19574 0.290165 -0.02177 0.209393 -0.035068 -0.134523 0.086194 0.302592 0.134704 0.204457 -0.321805 -0.048024 -0.314811 0.024909 0.176926 0.29518 -0.244306 -0.005771 0.166339 0.090316 -0.159623 -0.30875 -0.13141 -0.124108 0.079717 0.140727 0.030352 0.251802 0.018002 -0.011587 0.255458 -0.016141 -0.209222 0.185519 -0.123593 0.425897 0.03444 0.204464 -0.19143 0.171829 -0.289144 -0.050033 -0.061742 0.067984 -0.270568 -0.031987 -0.393067 0.170351 -0.034809 -0.222465 -0.117099 -0.013247 0.122028 0.016271 0.069365 0.196597 -0.263433 -0.087495 -0.105259 -0.155784 -0.244847 -0.173513 0.202121 0.150362 0.173201 0.415103 0.026275 -0.106736 0.071834 0.094287 0.178461 -0.001785 -0.528192 -0.125929 0.136505 -0.067732 -0.122835 -0.227834 -0.251319 -0.004769 -0.176488 -0.167128 0.180756 0.045598 -0.087131 -0.650078 0.27636 -0.246457 0.028361 0.148877 0.257218 -0.130322 0.004712 -0.064275 -0.287191 -0.203368 -0.245254 -0.354546 -0.190257 -0.088905 -0.039606 0.307862 0.134863 -0.193376 0.133937 -0.245082 0.318226 0.577797 -0.079634 -0.19626 0.175227 -0.117387 0.059091 0.077971 0.272403 -0.062005 -0.170063
8 0.146808 -0.30308 0.273265 -0.02031 -0.271215 0.09482 0.063491 0.020512 0.005035 -1.568682 0.488405 0.017505 -0.213946 0.147993 0.213918 0.033633 0.121454 -1.098999 0.397455 0.097241 0.013171 0.162577 0.24712 0.108724 -0.000496 0.026046 0.174948 -0.107492 -0.141526 0.116075 0.14129 -0.1738 0.042377 -0.03145 -0.276776 0.116717 -0.002711 0.120164 0.112422 0.429137 -0.175104 -0.283044 -0.093598 0.159076 -0.074339 -0.034537 0.274945 -0.054183 -0.068728 0.10075 0.102496 0.160232 -0.016956 0.012821 0.106725 -0.004428 0.046089 0.061078 0.111119 0.155764 -0.071093 -0.111358 -0.06255 -0.586703 -0.374247 0.175236 0.099002 -0.139136 -0.107723 -0.339361 -0.06074 -0.159876 -0.299807 0.025667 -0.009049 0.025321 -0.008623 0.250737 -0.076825 -0.236443 -0.0988 -0.094741 0.207414 0.006464 -0.021555 0.373528 0.728908 -0.03422 -0.391805 -0.157151 0.188389 -0.193443 0.060032 0.128635 -0.080174 0.302332 -0.127296 -0.014318 -0.090419 0.054843 -0.000317 -0.098191 0.254008 0.190688 0.002885 -0.398395 -0.034586 -0.194817 -0.069394 -0.034757 0.029957 0.205941 -0.122468 0.096331 -0.110624 0.15022 -0.038625 -0.149979 -0.000747 -0.245371 -0.195562 0.067989 -0.074886 0.074195 -0.008408 -0.050567 -0.144242 0.159488 0.030347 0.047966 -0.017311 -0.037702 0.060556 0.041519 -0.281765 -0.072148 0.035568 0.151008 -0.146416 0.08249 0.909636 0.114206 -0.193661 0.012075 -0.020138 0.210638 0.095473 -0.12031 -0.02442 0.129125 -0.015068 -0.139038 -0.028111 -0.001274 0.091497 0.189319 0.24095 -0.075754 0.107592 0.201965 -0.05249 -0.036553 0.031541 0.11473 0.19115 0.317798 -0.230684 0.131763 -0.347053 -0.027312 0.071816 -0.014938 0.098176 0.200302 0.179127 -0.190105 -0.042489 -0.183493 -0.256112 -0.038869 0.019664 0.079723 0.231244 0.19005 0.280512 -0.060825 0.21613 -0.019089 -0.08628 0.109365 0.279792 0.149861 0.199535 -0.27503 -0.050676 -0.294272 0.05158 0.16705 0.234004 -0.249588 0.002371 0.157577 0.095791 -0.136094 -0.314569 -0.128338 -0.105967 0.069299 0.111969 0.044811 0.252093 0.052108 0.022801 0.246065 -0.059562 -0.217079 0.170675 -0.125626 0.410542 0.051763 0.17477 -0.16219 0.195668 -0.257048 -0.067044 -0.06701 0.029664 -0.263606 -0.030954 -0.362271 0.161398 -0.005332 -0.204916 -0.109149 0.02146 0.17096 0.027822 0.099825 0.217361 -0.268119 -0.100975 -0.091358 -0.089759 -0.188118 -0.201713 0.190483 0.125353 0.132828 0.40057 -0.024146 -0.134218 0.135552 0.092465 0.147697 -0.037727 -0.515998 -0.122589 0.11465 -0.055923 -0.119134 -0.226073 -0.244831 -0.008401 -0.156915 -0.14783 0.157448 0.049453 -0.096904 -0.626962 0.255129 -0.223466 0.019086 0.138979 0.343541 -0.092135 -0.006647 -0.034394 -0.220144 -0.183951 -0.29772 -0.329087 -0.177843 -0.056226 -0.058799 0.287281 0.136283 -0.21185 0.146488 -0.224818 0.281525 0.494466 -0.073013 -0.142564 0.119618 -0.101574 0.05801 0.070393 0.260456 -0.073825 -0.199545
< 0.46111 -0.384327 0.183889 -0.122777 0.11041 0.055533 0.138279 -0.116789 -0.111707 -1.627625 0.490028 -0.291301 0.016703 0.505691 0.585624 0.088538 0.264121 -1.128568 0.338689 0.136976 -0.18632 0.353641 0.112328 -0.07137 -0.254969 -0.012929 0.172886 0.04243 -0.16993 0.073122 0.16232 -0.229816 0.363745 -0.030541 -0.233903 0.145146 -0.079237 0.102674 0.074341 0.311097 0.026936 0.12588 -0.088708 0.055449 -0.316994 -0.147273 0.145704 -0.141162 0.157183 0.103405 -0.043189 0.036045 0.100837 -0.034132 0.195746 -0.17568 -0.047909 -0.058262 0.035822 0.130573 -0.250495 -0.136269 0.237369 -0.611476 -0.08031 0.405129 0.016422 0.020585 -0.053692 -0.257459 -0.172697 -0.123837 -0.155633 0.042773 -0.051533 0.090947 -0.445282 0.368951 0.037191 -0.653807 -0.016063 -0.066607 -0.004048 0.352118 -0.131702 0.447176 0.697208 -0.279523 -0.567559 0.024351 -0.079959 0.018353 0.295873 0.058852 -0.140685 0.513712 -0.153095 -0.106804 0.183419 0.117293 0.011145 -0.075051 0.26189 -0.019354 0.087537 -0.517303 0.315385 -0.398765 -0.427956 0.008338 -0.135078 -0.047483 -0.050531 0.151524 0.111926 0.459245 -0.068384 -0.04499 -0.134807 -0.152377 -0.403376 -0.418244 0.240088 -0.015582 -0.095822 -0.081834 -0.156122 -0.193941 0.155893 0.283863 -0.254081 0.170441 0.037482 0.241543 -0.017468 0.147759 0.141251 -0.072035 -0.117889 -0.237712 0.705978 -0.0233 -0.287875 -0.20562 0.017646 0.105834 0.138586 0.167511 -0.128473 0.355421 0.239132 0.273651 -0.308811 0.202459 0.156495 0.039366 0.117919 -0.224798 0.145958 -0.058884 0.166572 0.017528 -0.004109 0.122276 0.260623 0.052562 -0.226687 -0.018005 -0.194633 0.072809 0.040264 0.43819 -0.010686 0.123722 0.356016 0.041562 0.084839 0.036225 -0.396826 -0.112964 -0.191409 -0.181155 0.214122 -0.052888 0.048383 0.093383 0.260459 -0.136001 -0.152322 -0.098233 0.175183 -0.065359 0.130299 0.125138 0.455791 -0.224907 0.198573 -0.159216 0.409698 -0.23118 -0.146454 -0.127942 0.019283 0.061389 -0.444583 0.161874 0.052155 -0.014168 0.121071 0.018698 -0.066688 0.25901 0.051548 0.140741 -0.308968 -0.408292 0.403159 -0.058037 0.389613 -0.10945 0.198322 0.188504 0.256872 0.011116 -0.201559 -0.065041 -0.220039 -0.404069 -0.000488 -0.644626 0.059949 -0.133847 -0.149305 -0.409342 -0.084699 0.227564 -0.075583 0.196475 0.079529 -0.085757 -0.045068 -0.014859 0.04656 -0.313328 -0.190658 0.288374 0.383855 0.024133 0.379263 -0.036874 -0.298669 0.057523 0.111754 -0.080148 -0.070843 -0.217622 0.072856 0.115974 -0.040352 -0.081813 -0.11073 -0.085799 0.114785 -0.393977 -0.002402 0.391155 0.127985 -0.162724 -0.128259 0.073673 -0.345359 -0.167973 0.138917 0.29157 0.111045 -0.187451 -0.014058 0.145091 0.082506 -0.301364 -0.47805 -0.27893 -0.235661 -0.139779 0.547383 -0.023742 -0.065304 0.340273 0.001245 0.064691 0.685836 0.048257 -0.2595 -0.146527 0.123757 -0.169078 0.219805 0.103893 -0.150911 -0.21972
@ 0.231718 -0.187341 0.055388 0.135627 -0.200797 0.103881 0.068305 -0.013673 -0.071161 -1.525675 0.514453 -0.083295 -0.026072 0.2017 0.286957 0.144698 0.139279 -1.246508 0.369992 0.168245 -0.056786 0.27905 0.133407 0.069165 -0.28275 0.02161 0.198745 0.126516 -0.14346 0.036995 0.181059 -0.10561 0.172969 -0.050662 -0.412089 0.221125 0.1328 0.141561 0.154801 0.108753 -0.089084 -0.15018 -0.170847 -0.029947 -0.009499 0.040587 1.1e-05 0.034035 -0.093093 0.125529 0.21733 0.108817 0.08561 -0.166941 -0.052004 -0.248032 -0.141951 0.119479 0.06472 0.134843 -0.324602 -0.025714 0.177118 -0.545369 -0.199393 0.255506 -0.049099 -0.063348 0.056101 -0.193384 -0.060662 -0.156193 -0.147001 0.051408 -0.121257 -0.048222 -0.073638 0.089493 -0.120747 -0.217879 -0.075621 0.004502 0.108792 0.149504 0.051137 0.365213 0.710378 -0.294537 -0.34936 -0.230405 0.068334 -0.092504 0.111424 0.148128 0.005581 0.509536 -0.207264 -0.159092 0.123384 0.060105 -0.017303 -0.246821 0.270282 -0.003993 0.073912 -0.387772 -0.151516 -0.300233 -0.354017 -0.044204 -0.104903 0.107476 0.04301 0.007053 -0.09725 0.090219 -0.094989 -0.246147 0.012111 0.028565 -0.124642 -0.129676 0.116965 -0.038266 0.007686 -0.016971 -0.016907 -0.153212 -0.012903 0.083357 -0.094571 -0.097994 0.083006 0.063615 -0.225614 0.157227 0.056388 -0.062843 -0.192378 -0.024414 0.785108 -0.063089 -0.426027 -0.020774 -0.057763 0.022537 0.107153 0.185384 -0.216449 0.265764 0.041654 0.048645 -0.220593 -0.036798 0.221463 0.01356 0.218219 -0.350047 0.166566 0.141568 0.011932 -0.008373 -0.016458 0.277921 0.322952 0.236825 -0.107719 0.030438 -0.099932 0.016769 -0.026422 0.205689 0.093672 -0.021485 0.254278 -0.154683 0.086976 -0.141866 -0.305259 -0.184958 -0.128612 -0.041846 0.1658 -0.00545 0.336981 0.047024 0.315361 -0.171459 -0.097024 0.052982 0.337737 -0.083289 0.063423 -0.218001 0.098785 -0.174557 0.176068 0.157178 0.2712 -0.345367 -0.137526 0.182103 0.187073 -0.068791 -0.361484 0.021124 0.088385 0.041369 0.145365 -0.215188 0.227628 0.099602 0.126865 0.327061 -0.346776 -0.281389 0.193962 -0.033438 0.474338 -0.068703 0.128296 0.077507 0.224384 -0.104894 -0.127683 -0.111634 -0.19736 -0.194071 -0.134884 -0.466062 0.211152 -0.077113 -0.313587 -0.229271 -0.072955 0.290879 -0.055668 0.118314 0.228422 -0.037301 0.03408 -0.01692 -0.13788 -0.099685 -0.074883 0.237281 0.111989 0.169935 0.276911 0.113443 0.102446 -0.024826 -0.117122 0.069899 -0.261578 -0.576211 -0.034565 0.11453 -0.043064 -0.159356 -0.071322 -0.16681 0.075242 -0.393163 -0.171109 0.384152 0.074455 0.06628 -0.344892 0.225823 -0.208975 -0.086666 0.03363 0.225144 0.066331 0.032128 0.04712 -0.082863 -0.126281 -0.270457 -0.394453 -0.20715 -0.091101 -0.001414 0.222055 0.157381 0.009647 0.135849 -0.116818 0.337893 0.475337 -0.165885 -0.145943 0.107366 0.04059 -0.120343 0.127896 0.110137 -0.202924 -0.236713
D 0.233231 -0.361018 0.085259 -0.005739 -0.093721 0.073762 0.052024 0.100996 -0.042153 -1.457786 0.399359 -0.057417 -0.103147 0.220071 0.262747 0.009438 0.175158 -1.136951 0.279911 0.085576 -0.033924 0.054026 0.081685 0.020628 -0.100423 -0.042999 0.144117 -0.017404 -0.185999 -0.09966 0.094796 -0.185623 0.03672 0.033399 -0.242432 0.08387 0.028751 -0.011255 0.070922 0.192477 -0.054573 -0.036996 -0.084271 0.018571 -0.02508 -0.098183 0.177295 -0.176031 -0.046555 0.036618 0.090621 -0.038101 0.038863 -0.007282 0.029882 -0.042051 0.001319 0.010671 -0.03181 0.038818 -0.026531 0.015439 0.03502 -0.382182 -0.17257 0.142567 -0.017753 -0.130848 0.03885 -0.218661 -0.051473 0.001144 -0.180237 0.002022 -0.109445 -0.049674 -0.085188 0.030752 -0.031449 -0.148171 -0.042282 -0.12224 0.136915 0.030475 0.029154 0.263574 0.365298 -0.191564 -0.311648 -0.122984 0.103158 -0.013708 0.083947 0.092872 -0.131816 0.295846 -0.061112 0.004858 -0.058819 0.108025 0.022577 -0.146495 0.132078 0.054715 -0.034413 -0.355546 -0.049717 -0.143356 -0.122631 -0.122443 -0.105901 0.332455 -0.112507 0.034883 -0.055238 0.030035 -0.054523 -0.053002 0.039257 -0.043404 -0.049774 -0.0318 0.011019 0.150477 0.107027 -0.052262 -0.058161 0.035282 0.034442 0.125035 -0.137157 -0.012199 0.059778 0.080191 -0.154241 -0.024553 0.041463 0.010169 -0.049852 0.05905 0.8762 -0.017209 -0.26189 0.008329 0.012071 0.088007 0.12674 -0.002706 0.032233 0.144775 -0.010537 -0.005595 -0.03665 -8.7e-05 0.129849 0.128287 0.145399 -0.109966 0.038636 0.083439 -0.099683 0.067049 -0.031199 0.22197 0.326707 0.188161 -0.134012 0.165901 -0.235459 -0.027377 -0.015758 0.050788 0.13231 0.104249 0.143631 -0.088267 -0.010645 -0.072706 -0.222307 -0.01688 -0.042079 -0.038793 0.069653 0.162672 0.225836 -0.036933 0.187582 -0.080461 -0.050367 0.028209 0.233611 0.011628 0.099674 -0.112566 -0.002199 -0.199837 0.136818 0.150615 0.196138 -0.265349 -0.083497 0.1915 0.051332 -0.111958 -0.275516 -0.115528 -0.013289 0.096843 0.143707 0.008247 0.137343 0.163156 -0.017783 0.299054 -0.131135 -0.234297 0.140781 -0.165733 0.433674 -0.059053 0.048615 -0.06761 0.214025 -0.206746 -0.085919 -0.103393 -0.041155 -0.173279 -0.106384 -0.26529 0.116721 -0.015988 -0.184264 -0.089729 0.100496 0.128301 -0.001237 0.094954 0.118906 -0.147472 -0.104578 -0.043514 -0.1079 -0.178425 -0.090507 0.201325 0.127272 0.094597 0.302513 0.051696 -0.015299 -0.042742 0.042011 0.049649 -0.126313 -0.542211 -0.033091 0.157472 -0.007918 -0.077447 -0.126547 -0.281435 0.004461 -0.184565 -0.052437 0.28288 -0.012527 -0.076391 -0.408656 0.114349 -0.075792 0.019754 0.130525 0.258531 0.075807 -0.022165 -0.009192 -0.05222 0.01218 -0.306333 -0.14243 -0.177868 -0.056899 -9e-06 0.130737 0.128765 -0.142669 0.159691 -0.21467 0.037711 0.358907 -0.112172 -0.05966 0.045054 0.031216 0.034613 0.10302 0.162479 -0.074023 -0.183901
H 0.236003 -0.317698 0.074001 0.015729 -0.083927 0.084157 0.030204 0.11217 0.000246 -1.420011 0.40971 -0.063344 -0.098137 0.199354 0.275467 -0.021515 0.190882 -1.19823 0.28441 0.082153 -0.008205 0.102327 0.113373 -0.007171 -0.090963 -0.039857 0.167211 -0.020787 -0.182865 -0.083382 0.115387 -0.153223 0.02602 0.026228 -0.220436 0.089213 0.012173 0.017538 0.091616 0.193957 -0.100534 -0.057425 -0.117367 0.03026 0.00119 -0.079767 0.165336 -0.223393 -0.014006 0.022873 0.086917 -0.037139 0.049517 0.007882 0.011932 -0.059412 0.00803 0.003868 -0.033007 0.056309 -0.043526 0.017209 0.023378 -0.399667 -0.175844 0.126303 -0.008186 -0.122006 0.039663 -0.199215 -0.051976 0.001359 -0.195503 0.030446 -0.126664 -0.053981 -0.057302 0.057953 -0.053647 -0.198133 -0.076943 -0.112588 0.158645 0.043034 0.040981 0.241914 0.373265 -0.181788 -0.332945 -0.086553 0.105403 -0.008547 0.058148 0.079514 -0.127783 0.295875 -0.069132 -0.031883 -0.081599 0.131998 0.058947 -0.135583 0.120682 0.026425 -0.041908 -0.340731 -0.038779 -0.141543 -0.126276 -0.181466 -0.106558 0.324312 -0.119782 0.029673 -0.039614 0.020471 -0.052158 -0.053933 0.047899 -0.061428 -0.024726 -0.011786 0.041682 0.129383 0.117689 -0.034343 -0.051689 0.025243 0.04026 0.128992 -0.160199 -0.008295 0.067637 0.049946 -0.175002 -0.029695 0.013114 0.023163 -0.07309 0.087523 0.878328 -0.024446 -0.277926 0.018151 0.014658 0.115452 0.115891 0.016534 0.038907 0.126454 -0.038675 0.003965 -0.029448 -0.018766 0.136667 0.140159 0.16515 -0.144826 0.023278 0.069563 -0.063627 0.036247 -0.003781 0.204212 0.342379 0.199968 -0.095795 0.167294 -0.249455 0.008409 -0.021487 0.037211 0.149601 0.061265 0.10894 -0.09934 0.004909 -0.078406 -0.197795 -0.009177 -0.06263 -0.053181 0.0715 0.160167 0.224815 -0.041628 0.195832 -0.113664 -0.025463 0.011292 0.243797 0.01573 0.101124 -0.123469 -0.002402 -0.20254 0.12368 0.102658 0.175747 -0.270753 -0.074216 0.209876 0.037351 -0.129711 -0.249826 -0.132763 0.01065 0.073777 0.140391 -0.016478 0.140358 0.193482 -0.013222 0.313336 -0.130257 -0.249682 0.173406 -0.15785 0.455777 -0.060137 0.054523 -0.054354 0.211977 -0.202434 -0.074756 -0.071725 -0.05489 -0.162281 -0.122316 -0.262926 0.124025 -0.010593 -0.184377 -0.116045 0.0989 0.135055 0.015239 0.056625 0.111892 -0.136995 -0.125983 -0.045552 -0.076384 -0.176474 -0.083688 0.201508 0.091497 0.082105 0.346559 0.034518 -0.006688 -0.050609 0.050857 0.049997 -0.134386 -0.533993 0.000176 0.200941 0.001452 -0.118709 -0.139779 -0.281948 0.049939 -0.157965 -0.068706 0.327325 -0.047151 -0.04711 -0.446901 0.151343 -0.081901 0.004003 0.134217 0.266509 0.060877 -0.026057 0.000474 -0.052223 0.027718 -0.306949 -0.142078 -0.152895 -0.101383 -0.007438 0.104968 0.125378 -0.137706 0.153597 -0.221824 0.059299 0.357862 -0.115697 -0.064403 0.033895 0.061724 0.032688 0.125717 0.169908 -0.084187 -0.152226
L 0.260941 -0.333723 0.091799 0.042597 -0.053406 0.052608 0.039931 0.116546 -0.01477 -1.485284 0.383667 -0.035051 -0.126213 0.203779 0.266412 -0.006692 0.157759 -1.124547 0.28388 0.044996 -0.022086 0.077403 0.115117 0.025738 -0.068651 -0.036834 0.145336 -0.010231 -0.170842 -0.121693 0.109036 -0.154647 0.030928 0.016791 -0.26028 0.096247 0.066238 -0.022654 0.071405 0.224765 -0.069411 -0.015058 -0.0667 0.046682 -0.005214 -0.08123 0.204746 -0.208664 -0.008068 0.03145 0.092297 -0.05002 0.019879 -0.00263 0.009221 -0.052104 0.004312 0.007055 -0.019173 0.06562 -0.021714 0.012719 0.03544 -0.381409 -0.169152 0.132395 -0.026765 -0.129646 0.049172 -0.203081 -0.052376 0.020279 -0.186417 0.02519 -0.146777 -0.033513 -0.063823 0.034698 -0.031111 -0.207819 -0.08036 -0.131165 0.17495 0.050305 0.021622 0.263268 0.383267 -0.225629 -0.328809 -0.10222 0.118955 0.026615 0.070517 0.075622 -0.15053 0.260522 -0.07057 0.016689 -0.050383 0.116762 0.014992 -0.155778 0.126658 0.044951 -0.026482 -0.350826 -0.033896 -0.124984 -0.13588 -0.144813 -0.09361 0.326194 -0.090167 0.013151 -0.064171 0.003713 -0.053531 -0.065834 0.038793 -0.054972 -0.051527 -0.046332 0.025626 0.155109 0.142497 -0.056992 -0.033672 0.089285 0.032014 0.142842 -0.155753 -0.035085 0.041663 0.035728 -0.162623 -0.0447 -0.001922 0.0042 -0.051352 0.088456 0.882899 -0.021921 -0.284878 0.021195 0.005226 0.092229 0.129884 0.008611 0.057479 0.113489 0.003626 0.029296 -0.046559 -0.037394 0.137014 0.133478 0.142337 -0.148946 0.050391 0.096183 -0.102689 0.018125 -0.045898 0.190266 0.320995 0.211517 -0.104918 0.128388 -0.228887 -0.000618 -0.001666 0.054696 0.140773 0.082092 0.173776 -0.103976 0.001294 -0.077392 -0.204162 -0.019662 -0.026225 -0.025112 0.069879 0.178087 0.242792 -0.055212 0.178041 -0.126948 -0.04563 0.00917 0.22642 0.029208 0.127789 -0.122322 0.000208 -0.234844 0.120458 0.112738 0.157653 -0.261485 -0.057315 0.238581 0.041468 -0.110735 -0.289796 -0.132773 -0.011593 0.052125 0.118127 -0.004249 0.133064 0.194597 -0.028935 0.32691 -0.106609 -0.227251 0.164236 -0.240145 0.429484 -0.0647 0.071994 -0.047329 0.201848 -0.209926 -0.090068 -0.086519 -0.042351 -0.160894 -0.118968 -0.265825 0.154144 0.008883 -0.193491 -0.120385 0.133888 0.164046 0.0157 0.078391 0.084942 -0.139341 -0.098771 -0.086034 -0.09697 -0.203796 -0.11296 0.217186 0.111408 0.081587 0.308671 0.073612 -0.021622 -0.040975 0.056652 0.052529 -0.124809 -0.528529 -0.011101 0.178812 0.018473 -0.069458 -0.116571 -0.280764 0.049394 -0.144723 -0.049546 0.305598 -0.016973 -0.039278 -0.433399 0.081716 -0.126868 0.044391 0.13365 0.250183 0.0949 -0.041672 -0.017865 -0.078694 0.03803 -0.302762 -0.142024 -0.164384 -0.060053 0.020995 0.122024 0.135142 -0.149184 0.169768 -0.20332 0.051095 0.384626 -0.123287 -0.078604 0.048947 0.03783 0.039879 0.109786 0.145225 -0.083744 -0.169899
P 0.234239 -0.365499 0.091781 0.032724 -0.126538 0.088548 0.051903 0.113189 -0.028123 -1.438988 0.369648 -0.10358 -0.076908 0.178844 0.270188 0.01662 0.1703 -1.135172 0.276314 0.063418 0.004714 0.056535 0.104675 0.024469 -0.101939 -0.005214 0.13947 -0.024494 -0.161666 -0.056423 0.115093 -0.169505 0.035501 0.018595 -0.256143 0.106814 0.007713 -0.030453 0.068727 0.20065 -0.04573 -0.021553 -0.10486 -0.004236 -0.041327 -0.067876 0.163895 -0.170359 -0.056238 0.033678 0.069085 -0.035366 0.060638 -0.003717 0.008381 -0.051188 0.005211 0.013854 -0.041597 0.101004 -0.033918 0.023028 0.010246 -0.39065 -0.171787 0.144985 -0.039237 -0.119497 0.003344 -0.235814 -0.065435 -0.004662 -0.184545 0.031625 -0.110342 -0.066597 -0.078283 0.059846 -0.056153 -0.125929 -0.046615 -0.085864 0.123568 0.048251 7.6e-05 0.285957 0.332527 -0.088221 -0.313298 -0.131425 0.114109 -0.031501 0.077102 0.10162 -0.144299 0.312206 -0.069307 -0.008109 -0.059651 0.128074 0.033027 -0.136559 0.141462 0.072094 -0.004647 -0.360974 -0.045171 -0.130259 -0.138753 -0.108577 -0.11934 0.316103 -0.138184 0.02346 -0.078278 0.020122 -0.0279 -0.061917 -0.00452 -0.026139 -0.053687 -0.046755 0.017701 0.181706 0.046668 -0.067629 -0.077343 0.037397 0.05599 0.094614 -0.154521 0.00534 0.052141 0.076639 -0.144128 -0.037096 0.032712 -0.00655 -0.060556 0.088301 0.899398 -0.039054 -0.270864 -0.000302 0.007195 0.100653 0.117123 -0.002896 0.015846 0.161155 -0.003714 -0.015074 -0.016994 0.011111 0.126842 0.162388 0.143633 -0.096056 0.030059 0.069546 -0.088957 0.053977 -0.021017 0.232645 0.31158 0.16038 -0.129434 0.143176 -0.195996 -0.059566 0.006231 0.057718 0.173973 0.107525 0.100686 -0.059598 -0.039771 -0.074975 -0.251772 -0.011569 -0.022026 0.00117 0.080467 0.144952 0.237027 -0.016205 0.176271 -0.14943 -0.047821 0.01275 0.24945 -0.000717 0.089234 -0.107306 0.021653 -0.184304 0.126169 0.154007 0.205919 -0.24569 -0.088134 0.204628 0.035544 -0.117578 -0.258163 -0.098235 -0.026141 0.079142 0.101061 0.017215 0.139331 0.189893 -0.010872 0.300273 -0.131589 -0.228727 0.157294 -0.098918 0.440165 -0.066652 0.043519 -0.047288 0.231829 -0.208812 -0.091778 -0.102231 -0.03703 -0.176036 -0.122571 -0.24579 0.121948 0.009939 -0.169971 -0.083344 0.080448 0.123271 -0.002407 0.076583 0.116776 -0.140927 -0.099469 -0.051603 -0.139748 -0.190118 -0.10652 0.169932 0.146723 0.07014 0.284686 0.031234 -0.035405 -0.055722 -0.001473 0.069786 -0.093298 -0.493771 -0.028468 0.181428 -0.001256 -0.09776 -0.099814 -0.274993 -0.038639 -0.162856 -0.021635 0.294434 -0.025586 -0.074456 -0.378097 0.116892 -0.021987 0.016745 0.128222 0.279611 0.076194 -0.00242 -0.017038 -0.046929 0.005788 -0.269321 -0.162717 -0.130304 -0.068853 0.003919 0.136054 0.130636 -0.125907 0.17179 -0.210995 0.062931 0.384422 -0.126084 -0.03914 0.02626 0.039592 0.068564 0.08816 0.159098 -0.070985 -0.144452
T 0.249451 -0.331724 0.110173 0.042587 -0.116633 0.037745 0.038197 0.12535 -0.007541 -1.486589 0.374833 -0.050329 -0.090376 0.212932 0.287183 -0.013625 0.157938 -1.134128 0.304882 0.078741 -0.035047 0.070221 0.124624 0.015037 -0.07216 -0.031095 0.128229 -0.0069 -0.18509 -0.082146 0.106451 -0.154 0.041893 0.039755 -0.238385 0.111305 0.045849 -0.029039 0.057957 0.230149 -0.081335 -0.031317 -0.065835 0.04307 -0.027774 -0.077692 0.206983 -0.203213 -0.032336 0.021636 0.089956 -0.059586 0.030507 0.005679 -0.01296 -0.062448 0.026962 -0.00063 -0.011609 0.066755 -0.028948 0.02009 0.032116 -0.371216 -0.152785 0.151867 -0.014543 -0.119454 0.016439 -0.204147 -0.045737 -0.003721 -0.170106 0.012551 -0.129242 -0.041748 -0.068408 0.037824 -0.03762 -0.158055 -0.035375 -0.130549 0.161736 0.0729 0.027092 0.282992 0.326534 -0.179018 -0.344269 -0.116101 0.100234 0.008732 0.054094 0.081199 -0.131795 0.304353 -0.063736 -0.001313 -0.023334 0.13685 0.019836 -0.147841 0.140077 0.049883 -0.043285 -0.423214 -0.031837 -0.130521 -0.148686 -0.13181 -0.115654 0.309759 -0.092824 0.042108 -0.057097 0.056687 -0.054479 -0.050447 0.031972 -0.046193 -0.058469 -0.050759 0.011051 0.138735 0.10904 -0.029813 -0.039951 0.057466 0.020726 0.11 -0.148883 -0.054964 0.024503 0.051919 -0.166205 -0.036463 -0.00708 0.023558 -0.056174 0.042625 0.850979 -0.028259 -0.273045 -0.005351 0.025526 0.092768 0.131845 0.002533 0.071124 0.130093 -0.027201 0.015622 -0.02444 -0.014144 0.120651 0.128664 0.120811 -0.126593 0.024323 0.097215 -0.112562 0.033209 -0.03292 0.207988 0.311452 0.195606 -0.12165 0.11445 -0.225278 -0.027725 -0.004423 0.045189 0.159551 0.094349 0.140047 -0.059077 -0.005451 -0.080115 -0.24386 -0.003726 -0.047931 -0.015033 0.067262 0.183788 0.217103 -0.024446 0.169413 -0.140439 -0.042138 0.009918 0.233403 -0.011132 0.089038 -0.114743 -0.014386 -0.225255 0.135003 0.145765 0.185593 -0.25081 -0.061566 0.240527 0.031313 -0.119458 -0.258205 -0.094573 0.027729 0.052614 0.13172 0.043756 0.140443 0.172448 -0.034663 0.316914 -0.121171 -0.222741 0.163876 -0.201652 0.438833 -0.0523 0.065248 -0.063522 0.216253 -0.200882 -0.105728 -0.106379 -0.042082 -0.140715 -0.147513 -0.238778 0.158357 0.016598 -0.188055 -0.094446 0.095672 0.125826 -0.001827 0.082741 0.097821 -0.111544 -0.099637 -0.091023 -0.109754 -0.210228 -0.116986 0.195871 0.116855 0.083784 0.321354 0.052594 -0.048963 -0.033113 0.038988 0.067957 -0.137676 -0.495877 -0.024721 0.185384 0.011624 -0.066231 -0.106344 -0.304393 0.020279 -0.169419 -0.025384 0.305158 -0.023565 -0.035075 -0.397936 0.115644 -0.116151 0.022269 0.111716 0.238113 0.082927 -0.028141 -0.018886 -0.049402 0.053593 -0.30427 -0.135312 -0.154509 -0.119363 0.026097 0.107773 0.119635 -0.131269 0.172854 -0.205672 0.056421 0.381449 -0.123127 -0.0631 0.00557 0.045922 0.031779 0.099736 0.162094 -0.094503 -0.164826
X 0.281911 -0.389257 0.038969 0.021278 -0.073964 0.073647 0.045256 0.156634 0.008329 -1.630058 0.436731 -0.1151 -0.088962 0.180384 0.28348 0.026325 0.160961 -1.079843 0.273557 0.068748 -0.119158 0.041474 0.115769 0.018154 -0.090317 -0.006715 0.134375 -0.010015 -0.164488 -0.028427 0.065858 -0.152138 0.005831 0.027188 -0.287266 0.12051 0.053941 -0.165131 0.065233 0.236058 -0.052601 -0.064104 -0.138676 0.047001 -0.088463 -0.026851 0.19019 -0.227987 -0.075729 0.057401 0.039261 0.021961 0.064451 0.028862 0.032391 -0.023524 0.002838 -0.069317 -0.074758 0.131703 -0.012583 -0.027468 0.052705 -0.378015 -0.150878 0.13069 -0.05918 -0.104333 -0.027127 -0.289416 -0.080608 0.019922 -0.213412 0.039613 -0.139946 -0.020253 -0.038816 0.011008 -0.08501 -0.012099 -0.090787 -0.171628 0.110239 0.082597 0.047105 0.301602 0.335152 -0.121571 -0.346084 -0.101932 0.065973 0.089074 0.119256 0.054355 -0.130808 0.315894 -0.100464 -0.017545 -0.041945 0.130437 0.051477 -0.190407 0.186442 0.075292 0.035292 -0.446384 -0.010244 -0.085437 -0.123511 -0.067103 -0.140386 0.279914 -0.070099 0.053226 -0.080364 0.04253 -0.023096 -0.040342 0.049493 -0.066018 -0.09559 -0.003241 0.045961 0.141235 0.027582 -0.038706 -0.085935 0.018758 0.084252 0.060775 -0.149156 0.028017 0.019757 0.059573 -0.179567 -0.030788 0.035074 0.046775 -0.077653 0.05405 0.877636 -0.05778 -0.192634 -0.005805 0.079706 0.046797 0.15164 -0.068281 0.089381 0.125338 -0.061633 0.080532 0.072883 0.021343 0.143912 0.128246 0.166407 -0.105218 0.062618 0.109256 -0.176691 0.07348 -0.114681 0.166489 0.337964 0.201386 -0.065835 0.093999 -0.183424 -0.107956 -0.036447 0.076841 0.155825 0.122795 0.121496 -0.09521 -0.057608 -0.171182 -0.276461 -0.062081 -0.076342 0.004573 0.092625 0.134705 0.293991 -0.026143 0.153521 -0.086733 -0.073133 0.041414 0.27549 -0.003071 0.077641 -0.136152 0.014105 -0.208969 0.109504 0.109695 0.174019 -0.240183 -0.026606 0.17651 0.042973 -0.143286 -0.301933 -0.085819 0.017422 0.057418 0.103281 0.024489 0.115311 0.11736 -0.000625 0.259603 -0.119107 -0.246593 0.179972 -0.192834 0.481684 -0.007499 0.055058 -0.122793 0.186343 -0.180858 -0.088381 -0.153628 0.001758 -0.166646 -0.049925 -0.230075 0.137309 -0.082311 -0.176958 -0.06967 0.141215 0.138191 0.000893 0.163164 0.082227 -0.060583 -0.165449 -0.048702 -0.131752 -0.220189 -0.058983 0.158901 0.191095 0.035891 0.293004 0.118646 -0.071253 -0.019298 0.025147 0.017535 -0.169647 -0.599819 -0.057716 0.2012 -0.005014 -0.055389 -0.109758 -0.318606 0.009574 -0.265232 0.00269 0.266944 -0.110258 -0.088158 -0.352304 0.169155 0.063669 -0.004958 0.094206 0.286998 0.065377 -0.06554 -0.013812 -0.006359 -0.005869 -0.348573 -0.128129 -0.110337 -0.020444 -0.028583 0.165147 0.173298 -0.181338 0.195885 -0.172315 0.049426 0.299731 -0.055216 -0.076925 0.033688 -0.106355 -0.018177 0.112034 0.111608 -0.07955 -0.195224
\ 0.28033 -0.500771 -0.162017 0.021303 -0.097933 0.252948 0.222009 0.04942 0.240446 -1.087262 0.042577 -0.49876 -0.132131 0.311003 0.22595 0.230316 -0.223706 -0.428799 0.136102 0.174475 -0.087095 0.257506 -0.158517 -0.004227 -0.080287 -0.321658 0.042308 0.08304 -0.065508 -0.109034 -0.156063 -0.483929 0.133277 0.067691 -0.17816 0.113952 -0.130171 -0.041076 0.007622 0.325229 0.076498 -0.269659 -0.015673 0.157646 -0.166042 -0.062409 0.402709 -0.08757 -0.124867 -0.079089 -0.257231 -0.024443 0.059836 -0.09994 0.094078 -0.065585 -0.058075 -0.242528 0.14182 -0.312612 -0.126962 -0.072472 0.10463 -0.449784 0.13172 0.442907 0.024725 -0.242942 0.147198 -0.202841 0.102376 -0.119216 -0.230103 0.290697 -0.01425 -0.114273 -0.40174 0.270997 -0.063145 -0.52798 -0.043107 -0.115622 -0.060392 0.122725 -0.01361 0.383944 0.230859 -0.117228 -0.238722 0.00699 -0.146892 0.070673 0.222601 0.02199 -0.011684 0.378599 -0.054632 -0.063026 0.082286 0.163827 -0.131119 0.161326 0.430521 -0.221745 -0.020261 -0.050791 0.38572 -0.092431 -0.355326 0.241088 -0.05187 0.103707 -0.097899 -0.053762 -0.050991 0.307057 0.024581 0.131777 -0.092948 0.058396 -0.304661 0.096908 0.07124 -0.118552 -0.150955 0.14823 -0.085934 -0.090244 0.144497 -0.110811 -0.05379 0.378492 -0.082242 0.058057 -0.011175 0.216333 0.099064 -0.108628 -0.175808 -0.242118 0.280041 -0.086079 -0.268247 -0.19073 0.138207 -0.003263 0.22214 0.221209 -0.488903 0.181675 0.204671 0.135828 -0.278042 0.074798 0.048581 -0.114774 -0.088881 0.095895 0.223122 0.018513 -0.033967 0.126511 0.03809 0.308297 0.322548 0.293758 -0.193103 -0.074784 0.004478 -0.305 -0.04011 0.29825 -0.320553 0.010776 0.198455 0.007 -0.123714 -0.168038 -0.237515 -0.131392 -0.120726 -0.109232 0.063081 0.082653 -0.059127 0.132324 -0.188751 0.051856 -0.130246 -0.167513 -0.012409 -0.051138 -0.015008 -0.105757 0.427535 -0.188874 0.473166 -0.128712 -0.06127 -0.183493 0.115374 -0.126396 -0.043728 0.242759 -0.313094 -0.089884 -0.026105 -0.156811 0.095394 -0.132742 -0.022365 0.061169 0.1341 0.050699 -0.203365 -0.234311 0.042658 -0.084627 0.104812 -0.188854 0.144721 -0.017066 0.13851 0.072331 -0.014629 -0.070878 -0.262295 -0.407809 -0.04412 -0.18222 -0.123925 -0.380215 -0.096536 -0.221098 0.00537 -0.109038 0.216697 0.160487 -0.08357 -0.202637 0.101979 0.166709 -0.137911 -0.126154 -0.039734 0.15038 0.200415 0.05924 0.003075 -0.281565 0.231901 -0.004803 0.059091 -0.162403 -0.218157 -0.332277 -0.143453 0.262718 -0.258901 -0.100331 0.019854 -0.172439 0.095629 -0.363029 0.067315 0.151035 -0.076101 -0.241129 -0.021775 -0.174866 -0.166335 0.114746 0.223665 0.049692 0.289435 -0.009235 -0.026402 -0.099167 -0.062534 -0.429339 -0.433078 -0.173502 -0.084436 0.242037 0.264764 -0.106656 -0.295706 0.287994 0.009755 -0.096258 0.73942 -0.044733 -0.107374 0.164355 0.190778 -0.129111 -0.070645 -0.006654 0.119923 -0.299731
` 0.177965 -0.48291 -0.153188 0.00695 0.240088 0.170498 -0.064794 0.24579 -0.051733 -1.332666 0.61941 0.010057 -0.27192 0.19366 0.24156 -0.205145 0.205932 -1.209505 0.196378 0.205016 -0.123628 0.16892 0.027513 0.306218 -0.036451 -0.236845 0.244073 0.049161 -0.059736 -0.270399 -0.012307 -0.312281 0.180726 0.063977 -0.151139 -0.04155 0.147613 0.112655 -0.103669 0.176697 0.013948 -0.256937 -0.115249 -0.344193 -0.111084 -0.032543 0.114381 -0.402969 -0.281939 0.230981 0.120999 0.040292 0.108759 -0.022844 -0.115696 -0.243472 0.040369 -0.233468 0.187958 0.197555 -0.138947 -0.035104 -0.020419 -0.50788 0.01509 0.371893 0.108292 -0.018713 -0.245565 -0.467839 -0.019149 0.148895 -0.113075 0.075227 -0.175485 0.024555 -0.218683 0.291052 0.102013 -0.549377 -0.197873 -0.017446 0.196324 0.039453 0.015205 0.245917 0.395811 -0.102895 -0.377583 -0.199559 0.07529 -0.128126 0.0357 0.038954 0.0001 0.320072 0.07939 -0.112353 -0.25552 0.160073 0.02914 -0.061634 0.095901 0.119707 0.011753 -0.390053 0.018857 -0.146135 -0.260916 -0.267347 -0.219551 0.527443 -0.138307 0.170623 -0.381428 0.062318 0.044702 -0.29209 0.220386 -0.13624 0.202803 -0.16745 0.253844 0.093305 -0.014671 0.118106 -0.059581 0.025666 0.162978 0.155206 -0.089317 -0.018569 0.064061 0.013969 -0.209994 0.059796 -0.163569 -0.200106 -0.121702 0.097033 0.630091 0.022102 -0.04979 -0.256114 -0.00998 -0.162244 0.189881 0.155501 -0.157252 0.165539 -0.015188 0.034593 -0.222438 -0.18093 -0.007709 0.19093 0.035417 -0.210984 -0.017962 0.085526 -0.268751 0.165945 0.162563 0.456998 0.398637 0.324974 -0.080161 0.154057 -0.302376 0.045281 -0.151266 0.156074 0.174221 0.089033 -0.134728 -0.051821 0.174688 0.178142 -0.582514 0.228583 -0.319043 0.328012 0.117371 0.623685 -0.11721 -0.188192 0.040097 -0.062881 -0.156254 -0.156026 0.264697 -0.031717 0.061791 -0.332669 0.036237 -0.274358 0.117024 0.069219 0.193247 -0.078246 0.248859 0.243624 0.041792 -0.112012 -0.462346 -0.316361 -0.096972 0.16579 0.262242 -0.097395 0.290215 0.328551 -0.068578 0.353454 -0.204372 -0.154963 0.167557 -0.039471 0.481636 -0.188257 0.208057 -0.026639 0.246587 -0.120372 -0.305051 -0.113109 -0.100783 -0.161768 -0.164377 -0.290859 0.130522 0.109539 -0.292733 -0.132075 0.054041 0.014405 0.261004 -0.158967 0.034701 0.031754 -0.02419 -0.007376 -0.054863 -0.067863 -0.152694 -0.012521 0.193378 0.185368 0.475004 -0.020286 -0.231182 0.016354 0.316294 -0.013861 -0.077632 -0.256939 -0.199884 0.277436 0.025903 -0.050268 -0.110819 -0.502137 -0.144023 -0.376029 -0.121055 0.158142 0.029928 -0.023321 -0.391276 -0.070657 -0.053088 0.132044 0.063261 0.313826 0.160347 0.152732 0.205469 0.060992 -0.005692 -0.292099 -0.1322 -0.41747 -0.101746 0.01726 0.089707 -0.038472 0.042492 0.349525 -0.142812 0.298256 0.385023 0.027748 -0.410399 0.165909 0.05236 0.218684 0.166892 0.08308 0.164042 -0.18027
d 0.240929 -0.300166 0.124712 0.010674 -0.126232 0.103616 0.046273 0.081495 -0.090788 -1.224344 0.410215 -0.0759 -0.074241 0.188964 0.243243 0.031937 0.198679 -1.1557 0.323211 0.051766 0.018273 0.034254 0.103306 0.018582 -0.096406 -0.039557 0.132363 -0.019175 -0.124491 -0.008702 0.130547 -0.191698 0.070132 -0.01589 -0.225597 0.067724 -0.019325 -0.054882 0.050468 0.129784 -0.130038 -0.095199 -0.156592 0.000772 -0.042307 -0.049296 0.175428 -0.191338 -0.070173 0.026273 0.039821 -0.007971 0.044791 -0.005272 0.031022 -0.048337 0.00521 -0.024241 -0.002628 0.101409 -0.019267 0.049808 -0.005185 -0.380408 -0.122814 0.170453 -0.007071 -0.124203 -0.021085 -0.221498 -0.026631 -0.016913 -0.176591 0.007211 -0.092482 -0.129294 -0.096588 0.102398 -0.029091 -0.13619 -0.049557 -0.062601 0.083831 0.083701 -0.011636 0.27154 0.502417 -0.020235 -0.311634 -0.162315 0.088654 -0.104333 0.053901 0.156363 -0.073573 0.378005 -0.027251 -0.050574 -0.048309 0.057218 -0.018887 -0.062004 0.096275 0.040765 -0.043569 -0.756595 -0.040583 -0.123663 -0.124761 -0.126782 -0.133931 0.255777 -0.152709 0.025569 -0.053518 0.061798 -0.02416 -0.005568 0.043504 -0.05161 -0.040841 -0.027338 0.047193 0.172315 0.021278 -0.031979 -0.071921 0.006254 0.096176 0.064824 -0.133993 0.002078 0.017212 0.109223 -0.091274 -0.053098 0.012832 -0.027271 -0.096001 0.048531 0.651267 -0.044101 -0.268765 -0.055323 0.02573 0.077252 0.162799 -0.054228 -0.036301 0.152643 0.01706 -0.067553 0.010075 -0.02575 0.072331 0.135249 0.158899 -0.138006 0.038321 0.041682 -0.044033 0.054878 0.030662 0.259032 0.353654 0.13252 -0.144438 0.150735 -0.193554 -0.068107 0.00824 0.068168 0.185403 0.148727 0.103247 -0.065654 -0.042059 -0.098786 -0.289843 -0.035039 -0.030169 -0.006175 0.080275 0.117883 0.200738 -0.016144 0.170812 -0.115377 -0.016385 -0.002947 0.219561 0.026657 0.119197 -0.110944 0.032102 -0.10593 0.184801 0.135829 0.282735 -0.275218 -0.084549 0.164615 0.041136 -0.079846 -0.222954 -0.044559 -0.016741 0.096236 0.101109 0.036116 0.07985 0.189558 -0.024702 0.206793 -0.154084 -0.251682 0.134053 -0.027177 0.495565 -0.036858 0.04064 -0.100009 0.200331 -0.169345 -0.093393 -0.136305 -0.117083 -0.178409 -0.143201 -0.275509 0.124718 -0.025154 -0.107975 -0.054892 0.019691 0.086991 0.026169 0.102828 0.140331 -0.144722 -0.042425 0.005295 -0.117204 -0.072258 -0.06024 0.151601 0.079907 0.076801 0.31141 -0.033069 -0.061057 -0.056508 0.033183 0.084991 -0.058743 -0.503926 -0.02607 0.131954 -0.037737 -0.113779 -0.143577 -0.238283 -0.035367 -0.176007 -0.01538 0.3233 -0.006825 -0.02508 -0.442157 0.167177 -0.110549 -0.069145 0.147492 0.209141 0.035127 0.033903 0.007971 -0.015988 0.077919 -0.286862 -0.224234 -0.162319 -0.132019 -0.073147 0.094295 0.123028 -0.108962 0.128653 -0.208916 0.021793 0.337565 -0.112842 -0.020143 0.001554 0.049015 0.015484 0.056634 0.163956 -0.070336 -0.130445
h 0.23488 -0.266222 0.12076 0.01771 -0.119262 0.11475 0.054584 0.083935 -0.06733 -1.238466 0.430156 -0.093005 -0.054822 0.192662 0.239925 0.020059 0.212435 -1.225096 0.318582 0.056866 0.023823 0.049792 0.104503 -0.004988 -0.095305 -0.031715 0.140689 -0.030159 -0.141064 -0.007564 0.141668 -0.174045 0.05979 -0.003288 -0.222017 0.089995 -0.040169 -0.033604 0.051886 0.127351 -0.14898 -0.098638 -0.179746 -0.002633 -0.026241 -0.049626 0.165228 -0.201042 -0.071185 0.015302 0.075438 0.001588 0.051972 0.001553 0.053695 -0.065069 0.003928 -0.015027 -0.003154 0.092208 -0.032866 0.006771 -0.010751 -0.384564 -0.141628 0.143789 -0.017971 -0.09824 -0.008258 -0.207855 -0.038624 -0.034482 -0.184575 -0.007791 -0.120585 -0.129479 -0.093898 0.121686 -0.048225 -0.15545 -0.058623 -0.067724 0.120983 0.10524 -0.005932 0.250018 0.501151 -0.052628 -0.328783 -0.146615 0.088168 -0.106407 0.048339 0.15042 -0.052346 0.390771 -0.031273 -0.08627 -0.057149 0.091892 0.018174 -0.059055 0.113293 0.033671 -0.030269 -0.696924 -0.048326 -0.121956 -0.128041 -0.158701 -0.116767 0.268846 -0.171305 0.042125 -0.071932 0.069515 -0.039629 -0.016718 0.066277 -0.055768 -0.053515 -0.030546 0.043507 0.143634 0.024545 -0.026808 -0.087384 -0.024311 0.111955 0.095667 -0.141501 -0.030379 0.038992 0.113356 -0.104308 -0.062848 0.016053 -0.004919 -0.113736 0.054231 0.658854 -0.02332 -0.274062 -0.055753 0.018017 0.098171 0.157532 -0.014611 -0.041645 0.144544 -0.020686 -0.088292 0.006061 -0.029033 0.077249 0.152032 0.165425 -0.161029 0.019935 0.036611 -0.036609 0.042886 0.019063 0.266999 0.367623 0.130744 -0.145828 0.16059 -0.173119 -0.051573 -0.010013 0.054207 0.190721 0.123963 0.068389 -0.07518 -0.06362 -0.098304 -0.28622 -0.060032 -0.04362 -0.027176 0.078944 0.130907 0.20102 -0.005905 0.176767 -0.133538 -0.011846 0.001366 0.224115 0.019472 0.100466 -0.125343 0.035553 -0.098128 0.203297 0.114384 0.283395 -0.278238 -0.111159 0.172482 0.035202 -0.106577 -0.21692 -0.064167 -0.001033 0.087856 0.102086 0.033846 0.092502 0.205268 -0.015524 0.212442 -0.165935 -0.247388 0.132026 -0.008095 0.526656 -0.051189 0.040951 -0.091465 0.23222 -0.170181 -0.112651 -0.131055 -0.126327 -0.170629 -0.155165 -0.26567 0.11737 -0.032748 -0.152981 -0.066167 0.004641 0.099977 0.032809 0.101627 0.150956 -0.127232 -0.07528 0.02428 -0.120462 -0.08189 -0.046655 0.151281 0.060883 0.073606 0.320026 -0.032778 -0.045712 -0.059456 0.050152 0.078935 -0.052468 -0.497921 -0.010084 0.153922 -0.042477 -0.11912 -0.133572 -0.245328 -0.038241 -0.176312 -0.02932 0.325181 -0.018118 -0.01323 -0.44346 0.172925 -0.116995 -0.064423 0.139002 0.250116 0.031351 0.02945 0.024803 -0.003981 0.079935 -0.290176 -0.212449 -0.185128 -0.167938 -0.087862 0.088659 0.126019 -0.092133 0.137013 -0.19784 0.02615 0.34668 -0.130357 -0.032456 0.010317 0.070827 0.010841 0.057512 0.202422 -0.084067 -0.117659
l 0.237502 -0.284766 0.110279 0.009473 -0.105254 0.105686 0.053455 0.099132 -0.085587 -1.235018 0.430637 -0.080647 -0.061569 0.186128 0.245879 0.020109 0.185021 -1.170835 0.314943 0.036303 0.030468 0.046429 0.104157 0.003586 -0.083642 -0.031533 0.134712 -0.028347 -0.117355 -0.011227 0.137994 -0.188683 0.067355 -0.006996 -0.232583 0.072302 -0.022467 -0.049986 0.052291 0.123106 -0.119195 -0.079015 -0.165891 0.002958 -0.035892 -0.058601 0.17554 -0.196611 -0.058846 0.014578 0.060009 -0.01027 0.039895 -0.003424 0.054474 -0.060738 0.00322 -0.016497 -0.015317 0.109339 -0.008775 0.04204 -0.002902 -0.386388 -0.130242 0.153656 -0.01667 -0.117102 -0.022163 -0.210137 -0.044647 -0.020193 -0.181746 0.000108 -0.119813 -0.123761 -0.105813 0.104555 -0.031156 -0.155393 -0.056975 -0.080092 0.110231 0.084806 -0.0127 0.260287 0.4845 -0.01884 -0.321649 -0.152868 0.096187 -0.093831 0.053203 0.141475 -0.060812 0.374287 -0.045845 -0.060866 -0.064216 0.057246 0.00852 -0.061091 0.096992 0.050398 -0.026293 -0.689378 -0.032599 -0.11994 -0.131622 -0.137656 -0.121681 0.267071 -0.168486 0.01288 -0.063918 0.049188 -0.042728 -0.014251 0.046009 -0.038715 -0.048559 -0.029839 0.039562 0.162708 0.025757 -0.042937 -0.074575 0.007814 0.117353 0.091272 -0.13379 -0.008353 0.032403 0.109038 -0.085982 -0.042336 0.001387 -0.034213 -0.097428 0.06128 0.686964 -0.034334 -0.269083 -0.038104 0.018672 0.091061 0.158518 -0.036388 -0.020015 0.1638 0.02076 -0.075364 -0.004314 -0.030448 0.071959 0.144152 0.166847 -0.155666 0.032667 0.040802 -0.043795 0.057122 0.022743 0.246465 0.374646 0.127599 -0.148099 0.153379 -0.189929 -0.062043 0.001312 0.0736 0.177637 0.138111 0.095516 -0.078515 -0.060316 -0.09996 -0.276982 -0.043719 -0.018982 -0.008482 0.08139 0.12896 0.197447 -0.028437 0.182819 -0.129387 -0.02363 -0.000202 0.211484 0.014414 0.125873 -0.116067 0.03172 -0.102854 0.18962 0.133651 0.282229 -0.267378 -0.093308 0.160695 0.049135 -0.079597 -0.234976 -0.048275 -0.027002 0.10599 0.079702 0.028777 0.083002 0.203165 -0.021264 0.221681 -0.158968 -0.251415 0.131621 -0.003992 0.498805 -0.045106 0.03894 -0.088527 0.206999 -0.174818 -0.10116 -0.129463 -0.112606 -0.177577 -0.139824 -0.265702 0.130178 -0.020824 -0.1262 -0.062227 0.022047 0.103811 0.03434 0.106344 0.138332 -0.134386 -0.050674 0.009488 -0.125606 -0.088435 -0.067718 0.149255 0.077923 0.072944 0.313236 -0.031727 -0.042597 -0.053294 0.044841 0.075031 -0.071493 -0.506495 -0.014491 0.142635 -0.031152 -0.117951 -0.139757 -0.234986 -0.02894 -0.174104 -0.019937 0.32316 -0.012072 -0.027648 -0.446641 0.164482 -0.109157 -0.079101 0.157111 0.235209 0.039795 0.031677 0.005588 -0.022832 0.072827 -0.282197 -0.213719 -0.148334 -0.135285 -0.077018 0.090361 0.134291 -0.102401 0.136774 -0.18942 0.018244 0.339111 -0.109484 -0.028073 0.002634 0.055436 0.024123 0.066123 0.164956 -0.073235 -0.122107
p 0.245851 -0.297952 0.133314 0.017725 -0.134268 0.112644 0.077781 0.099109 -0.074953 -1.286871 0.387326 -0.080511 -0.051257 0.198406 0.272157 0.057177 0.187284 -1.088986 0.324979 0.041705 0.022785 0.047012 0.098177 0.009634 -0.091435 -0.023174 0.12334 -0.032074 -0.1119 -0.006084 0.145199 -0.192642 0.082753 -0.025811 -0.241949 0.078084 -0.026353 -0.044908 0.055564 0.159114 -0.129751 -0.088881 -0.164298 0.006706 -0.051357 -0.032095 0.189956 -0.173409 -0.093988 0.026943 0.052233 -0.002539 0.06683 -0.009881 0.023418 -0.06389 0.00872 -0.013371 -0.009459 0.104941 -0.026051 0.057554 0.010344 -0.37183 -0.123925 0.151661 -0.015126 -0.118683 -0.023242 -0.223003 -0.026244 -0.023278 -0.186383 0.014238 -0.088024 -0.126037 -0.117995 0.105549 -0.027015 -0.122377 -0.061288 -0.072955 0.101926 0.095071 -0.04464 0.279189 0.520417 -0.030466 -0.306375 -0.166909 0.088929 -0.089854 0.058062 0.147143 -0.09349 0.380429 -0.059751 -0.068932 -0.040411 0.05427 -0.037151 -0.067493 0.104931 0.043504 -0.019879 -0.820607 -0.018738 -0.122536 -0.133776 -0.103199 -0.139412 0.249495 -0.140795 0.030106 -0.05676 0.080937 -0.019992 -0.023179 0.03489 -0.049096 -0.057057 -0.017133 0.033985 0.178399 -0.02308 -0.029487 -0.085357 -0.0009 0.113124 0.061177 -0.125124 -0.013246 0.004959 0.11227 -0.082102 -0.049602 0.010435 -0.048372 -0.081281 0.058219 0.642702 -0.031222 -0.241592 -0.071756 0.032065 0.079464 0.162942 -0.041393 -0.03197 0.17454 0.028964 -0.056453 0.009467 -0.026311 0.069084 0.150865 0.167469 -0.131028 0.067132 0.061385 -0.057447 0.06599 0.023843 0.235915 0.344039 0.134968 -0.155714 0.136726 -0.185408 -0.083924 0.01692 0.081475 0.19616 0.145721 0.111876 -0.040814 -0.068981 -0.092891 -0.303429 -0.039261 -0.038969 0.005111 0.081008 0.1166 0.219184 -0.032937 0.153135 -0.120704 -0.033828 -0.000762 0.214542 0.013955 0.13435 -0.127648 0.055685 -0.113939 0.18155 0.136857 0.313134 -0.264686 -0.062977 0.150582 0.05559 -0.078777 -0.244498 -0.051303 -0.01302 0.094565 0.077708 0.050536 0.077111 0.203231 -0.019803 0.19919 -0.165349 -0.253123 0.148301 -0.023299 0.496075 -0.0384 0.056803 -0.096247 0.198751 -0.164312 -0.090346 -0.139346 -0.119806 -0.178353 -0.140348 -0.294695 0.130625 -0.026877 -0.09356 -0.068476 0.028181 0.09005 0.032129 0.123189 0.15233 -0.141561 -0.041772 -0.015263 -0.135223 -0.078711 -0.051495 0.133811 0.083979 0.077786 0.314733 -0.039466 -0.059719 -0.0547 0.015727 0.084131 -0.07997 -0.489494 -0.046638 0.132248 -0.028627 -0.121988 -0.144656 -0.234896 -0.039618 -0.190192 -0.009867 0.335521 -0.006312 -0.010575 -0.39239 0.159661 -0.129854 -0.051185 0.143884 0.234174 0.036287 0.048443 0.004738 -0.015552 0.065533 -0.277022 -0.22333 -0.156863 -0.122338 -0.07967 0.10281 0.115785 -0.104146 0.131702 -0.186445 0.030536 0.34135 -0.104411 -0.024407 -0.011362 0.035834 0.031931 0.053903 0.164421 -0.071957 -0.119895
t 0.237226 -0.297044 0.125812 0.01488 -0.138495 0.104738 0.061175 0.102862 -0.074638 -1.255903 0.397282 -0.08434 -0.064487 0.184043 0.263058 0.040039 0.18631 -1.138389 0.317414 0.049148 0.022475 0.047729 0.097079 -0.006544 -0.094513 -0.030023 0.127542 -0.020452 -0.128794 -0.009395 0.145327 -0.180996 0.075411 -0.010555 -0.224426 0.069529 -0.02622 -0.054516 0.057771 0.148758 -0.129725 -0.080137 -0.170471 0.012651 -0.041458 -0.049876 0.181688 -0.169361 -0.082348 0.0244 0.061289 -0.016176 0.058456 -0.010854 0.034659 -0.062261 0.007595 -0.020184 0.001708 0.100722 -0.009679 0.048775 -0.002101 -0.384473 -0.128501 0.169507 -0.012357 -0.11557 -0.024313 -0.220616 -0.033485 -0.022737 -0.176652 0.00208 -0.099439 -0.122157 -0.109097 0.099727 -0.030336 -0.125062 -0.052198 -0.072726 0.104003 0.089593 -0.01706 0.265651 0.458672 -0.013231 -0.311663 -0.155006 0.086689 -0.09336 0.053154 0.14779 -0.079116 0.384058 -0.044389 -0.053994 -0.04323 0.062938 -0.006655 -0.069334 0.107491 0.054438 -0.026247 -0.736188 -0.024687 -0.11812 -0.150729 -0.126432 -0.131119 0.258546 -0.154811 0.027234 -0.052693 0.076993 -0.036512 -0.019848 0.041205 -0.048383 -0.068415 -0.033144 0.035199 0.173494 0.006429 -0.036784 -0.074656 0.005062 0.105856 0.068156 -0.130967 -0.013348 0.016079 0.109391 -0.08404 -0.048129 -0.00588 -0.033662 -0.10006 0.043984 0.692709 -0.043029 -0.256376 -0.047086 0.016816 0.08905 0.152384 -0.038844 -0.027463 0.169355 0.021212 -0.071774 0.003706 -0.034547 0.082558 0.148005 0.163206 -0.14197 0.05048 0.05285 -0.043269 0.061111 0.020597 0.245547 0.343695 0.129673 -0.145549 0.152392 -0.188842 -0.072602 0.006522 0.073438 0.188888 0.145747 0.108946 -0.047315 -0.058803 -0.089892 -0.289479 -0.033105 -0.027726 0.001973 0.079453 0.130864 0.207685 -0.021368 0.166132 -0.128876 -0.023053 -0.004809 0.210706 0.010234 0.113185 -0.119367 0.047139 -0.104936 0.19263 0.128125 0.292961 -0.262822 -0.083336 0.157789 0.044713 -0.076342 -0.245659 -0.045607 -0.014092 0.089534 0.085739 0.039727 0.082055 0.201107 -0.009077 0.210984 -0.167504 -0.250522 0.134212 0.002949 0.496244 -0.040798 0.052783 -0.088103 0.206753 -0.165818 -0.105444 -0.133022 -0.118234 -0.188074 -0.142011 -0.281802 0.128535 -0.018401 -0.114239 -0.066284 0.01185 0.093427 0.025851 0.108783 0.131046 -0.135645 -0.036551 -0.010253 -0.116872 -0.084055 -0.063059 0.152945 0.08101 0.077427 0.313287 -0.036981 -0.057074 -0.048767 0.034925 0.084113 -0.085104 -0.492607 -0.029767 0.134589 -0.024712 -0.109531 -0.137456 -0.239813 -0.039963 -0.181732 -0.022249 0.320459 -0.006659 -0.02419 -0.409481 0.16088 -0.109738 -0.066033 0.142793 0.236015 0.050086 0.038575 0.010694 -0.0166 0.076022 -0.279733 -0.21642 -0.157623 -0.126561 -0.076338 0.086899 0.116929 -0.093673 0.139537 -0.19065 0.026282 0.343797 -0.105809 -0.027586 -0.009262 0.058219 0.011952 0.051612 0.168153 -0.074958 -0.123836
x 0.246788 -0.299682 0.091904 0.024578 -0.117019 0.104915 0.059008 0.102943 -0.059485 -1.393993 0.424086 -0.109043 -0.071873 0.192825 0.277025 0.050819 0.201811 -1.098478 0.28551 0.030939 -0.040975 0.053385 0.10709 0.015219 -0.108301 -0.039579 0.130105 0.000441 -0.116815 0.01236 0.14281 -0.199864 0.061882 0.01958 -0.240987 0.069515 -0.01229 -0.08571 0.04409 0.147618 -0.085863 -0.110641 -0.160181 0.018944 -0.096518 -0.051966 0.197627 -0.180138 -0.096938 0.038879 0.058434 0.016604 0.065205 -0.030809 0.049498 -0.044151 -0.018623 -0.03079 -0.047676 0.10579 -0.053114 0.015756 0.033404 -0.410576 -0.122082 0.148726 -0.022422 -0.109809 -0.04053 -0.246192 -0.035272 -0.024217 -0.185751 0.029271 -0.061639 -0.096066 -0.120692 0.071797 -0.052317 -0.109872 -0.049203 -0.097402 0.070721 0.119802 -0.021272 0.277397 0.534638 -0.042177 -0.330622 -0.146703 0.078003 -0.063415 0.089811 0.090918 -0.087891 0.39938 -0.091053 -0.04282 -0.070259 0.089169 -0.008993 -0.074525 0.130798 0.072887 0.007155 -0.684886 0.00735 -0.086931 -0.136321 -0.078631 -0.135878 0.238234 -0.148229 0.02685 -0.060793 0.094476 -0.012562 -0.01337 0.046775 -0.058129 -0.073732 -0.035606 0.061605 0.165585 -0.03618 -0.025197 -0.087984 -0.005896 0.120415 0.057513 -0.134862 0.045481 0.007506 0.114392 -0.072869 -0.036971 0.013658 -0.031421 -0.108921 0.010676 0.710948 -0.058786 -0.239372 -0.041188 0.02487 0.073153 0.174552 -0.033495 -0.030449 0.140991 0.032634 -0.044217 -0.012965 -0.035671 0.10366 0.12084 0.155788 -0.149487 0.06953 0.06824 -0.068982 0.061546 -0.031263 0.243155 0.339179 0.158483 -0.127768 0.122454 -0.215963 -0.134896 -0.005774 0.078781 0.164817 0.148809 0.113182 -0.077823 -0.069754 -0.095504 -0.307068 -0.053757 -0.044802 -0.007426 0.084048 0.109516 0.221878 -0.04106 0.162106 -0.121969 -0.047429 0.026141 0.223597 0.026327 0.125863 -0.105275 0.076104 -0.116881 0.184694 0.147163 0.309286 -0.265347 -0.029772 0.098046 0.054594 -0.075882 -0.274799 -0.058157 -0.003802 0.099151 0.073096 0.033106 0.069348 0.162137 0.008992 0.202433 -0.180503 -0.265186 0.153388 -0.020374 0.494944 -0.023249 0.043948 -0.100835 0.185242 -0.149332 -0.112469 -0.115489 -0.050705 -0.191611 -0.104655 -0.301291 0.132623 -0.082327 -0.115424 -0.079484 0.066497 0.09213 0.052586 0.155327 0.148129 -0.120867 -0.030801 -0.007073 -0.125184 -0.108659 -0.074177 0.121567 0.118589 0.05718 0.292398 -0.030587 -0.02286 -0.019389 0.036419 0.023344 -0.123577 -0.500576 -0.040426 0.146711 -0.042159 -0.127965 -0.109808 -0.236756 -0.02847 -0.23943 -0.020282 0.311455 -0.032136 -0.00575 -0.382238 0.15407 -0.076935 -0.064573 0.122577 0.265782 0.053598 0.019836 -0.012828 0.006429 0.038875 -0.289404 -0.221523 -0.139524 -0.061804 -0.094663 0.141448 0.126893 -0.138166 0.158557 -0.160959 0.050683 0.375015 -0.093067 -0.042821 -0.005338 -0.021745 0.006067 0.065524 0.153139 -0.092827 -0.131775
| -0.067738 -0.078661 0.240732 -0.069973 0.072469 -0.023253 0.146254 -0.281141 -0.009815 -1.492098 0.144906 -0.179141 -0.139209 0.27106 0.025863 0.253483 0.052561 -0.580762 0.147193 -0.046775 0.377062 0.067115 0.005862 -0.174297 -0.119908 -0.257994 0.343208 -0.08781 0.069877 0.102744 0.049297 -0.586972 0.251567 0.192149 0.012737 0.541545 0.269287 0.211745 0.156554 0.363812 -0.015582 -0.112421 0.214908 -0.093782 0.080819 -0.486874 0.138958 -0.091234 -0.060069 0.126844 -0.194354 0.001517 0.354127 -0.242576 0.384659 0.185421 -0.407601 0.041268 0.181814 -0.352956 -0.380295 -0.192147 0.278685 -0.611724 -0.349346 0.497861 -0.273373 -0.270061 0.068088 -0.152 0.430612 -0.087567 -0.003139 0.027776 0.190256 0.466027 -0.300295 -0.083553 -0.296034 -0.281186 -0.255758 0.248951 -0.07602 0.179776 0.064518 0.530586 0.685562 -0.776375 -0.134779 0.319697 -0.155635 0.097081 -0.150484 0.118746 0.099469 0.337658 -0.341909 -0.075101 0.0578 -0.020802 -0.107001 -0.101124 0.48179 -0.077353 0.339972 -0.01955 0.079699 -0.184209 -0.224591 0.163354 0.175186 -0.310245 -0.105189 0.092593 -0.132433 0.266926 -0.023086 -0.204433 -0.020167 0.007692 -0.188131 0.122187 0.405716 0.015689 0.000934 0.072904 0.219309 -0.151278 0.007392 0.004743 0.013879 -0.197991 0.121735 0.301517 0.173527 0.077184 -0.202305 -0.07391 -0.342372 0.076399 0.04953 0.574198 0.062503 0.006621 -0.368716 0.259608 0.2472 0.089128 -0.430929 0.408435 0.163695 0.014456 -0.163152 0.365525 0.000264 -0.170735 -0.116041 -0.393632 0.37665 -0.18374 -0.118201 -0.143354 -0.092362 0.201759 0.406062 0.000135 -0.073165 -0.012692 -0.248962 0.329213 -0.157962 -0.220831 -0.226774 0.18944 0.15072 -0.385703 0.406707 0.024243 -0.295418 -0.083948 0.089872 -0.324032 0.222584 0.227522 0.116233 0.110989 0.094325 -0.496697 0.039868 0.146365 -0.084985 0.372031 0.209766 -0.409018 0.309945 -0.232834 0.508946 -0.195355 0.201278 -0.023556 -0.221983 0.295107 -0.190572 0.062976 -0.20907 -0.346339 0.115538 -0.332257 0.103072 0.118695 -0.059798 -0.05406 0.497119 -0.008783 -0.012831 -0.219363 0.116567 -0.261844 -0.008506 -0.009721 0.080618 0.27076 -0.084316 0.061527 -0.062482 0.050528 -0.167778 -0.135854 -0.250445 -0.38509 -0.295707 -0.73517 0.126286 -0.660996 0.163503 0.121538 0.044342 0.140974 0.03916 -0.22101 -0.005568 -0.273076 0.110763 -0.066783 -0.219088 0.009874 -0.216132 -0.015769 0.250406 0.144242 0.148641 0.145079 0.022764 -0.331596 -0.237225 -0.441358 -0.237884 0.083179 -0.233849 -0.228777 -0.183209 0.073836 0.112287 -0.18796 0.179509 -0.05446 0.075586 0.024019 0.085043 0.118172 -0.167905 -0.340323 0.024898 0.132541 -0.263179 0.248354 0.102762 -0.049914 0.210215 -0.452063 -0.275828 -0.322834 -0.193546 -0.219153 0.431072 -0.008726 -0.161667 0.04109 -0.022302 0.139525 0.566652 -0.391264 -0.563528 0.087712 0.224624 0.001649 -0.317089 0.250571 -0.079314 -0.238661
# 0.149838 -0.255777 0.377603 0.211993 -0.3137 -0.122639 0.146604 0.129431 0.088798 -1.635706 0.525405 -0.329488 -0.094256 0.502243 0.01153 0.261368 0.180952 -1.007053 0.412451 0.266484 0.116963 0.489907 0.08653 0.010669 -0.278347 -0.052666 0.122345 -0.052888 -0.165929 0.073202 0.154027 0.004539 0.142659 -0.191838 -0.29461 0.198869 0.045182 0.067647 0.018293 0.382256 -0.143557 -0.237182 0.044355 0.033102 -0.197981 0.158462 0.090934 0.129147 -0.246603 0.005546 0.232914 -0.143204 -0.180057 -0.333155 0.097226 0.039279 0.123332 0.021846 0.197096 0.006636 -0.430484 -0.011156 0.039603 -0.438596 -0.422173 0.320255 -0.104386 0.040767 -0.083123 -0.341487 0.024029 -0.138927 -0.290643 0.266484 -0.103688 0.03266 -0.173826 -0.017768 -0.048283 -0.345763 -0.129832 0.209736 0.01993 0.169211 0.102212 0.627547 0.81317 -0.093543 -0.37291 0.033797 0.087635 -0.139259 0.296388 -0.13777 -0.071782 0.328796 0.012248 -0.062807 0.172745 0.009115 -0.00432 -0.126428 0.276567 0.046177 0.152199 -0.576356 0.03653 -0.053895 -0.244058 -0.162955 -0.019454 0.056177 0.208178 -0.011583 -0.182274 0.154376 0.089578 -0.163671 -0.070621 0.064424 -0.168597 -0.127795 -0.107265 0.191594 -0.143687 -0.061517 -0.003256 -0.047085 0.067934 -0.264989 -0.026147 0.01774 -0.011867 0.199825 -0.182475 -0.103517 0.079363 -0.040754 -0.123063 0.093728 0.660943 -0.043961 -0.334532 0.016482 0.0287 -0.155471 0.039636 -0.010353 -0.246856 0.15467 0.061639 -0.034277 -0.33886 0.040715 0.34542 0.000433 0.069703 -0.333454 0.301056 0.25145 0.059525 -0.166548 0.01631 0.237172 0.576305 0.392961 -0.165606 -0.166945 -0.150336 0.05839 -0.070313 0.172828 0.217651 0.258781 0.263964 -0.006171 -0.112218 -0.334183 -0.239734 -0.0938 -0.361875 -0.123255 0.198857 0.038083 0.387641 -0.031051 -0.114702 -0.013583 -0.248705 0.047597 0.132247 -0.374081 0.239413 -0.087622 0.391735 -0.259488 0.263611 0.126738 0.323296 -0.289458 -0.210348 0.180488 0.424145 0.114234 -0.39102 0.13382 0.073313 0.096325 0.270828 -0.006705 0.248143 0.13525 0.46835 0.264135 -0.28666 -0.235531 0.382808 -0.120688 0.639527 0.061026 -0.113256 -0.05435 0.175289 -0.153298 -0.182033 -0.269759 -0.082511 -0.266483 -0.184284 -0.58088 0.169815 -0.145952 -0.109563 -0.088248 -0.122446 0.051478 0.096881 0.327755 0.179884 -0.186777 0.005625 0.190212 -0.195439 -0.170317 -0.146567 0.356044 0.048491 0.294918 0.305981 -0.13433 -0.013676 0.008006 0.124194 0.345292 -0.155671 -0.609276 -0.240811 0.096006 -0.116415 -0.270868 -0.20985 0.028407 -0.134442 -0.242267 -0.154428 0.265025 0.304376 -0.023465 -0.205147 0.249135 -0.386175 0.13946 -0.064269 0.050671 0.079424 -0.061054 0.082396 0.140623 -0.218006 -0.331791 -0.455698 -0.311895 -0.408235 -0.170907 0.13649 0.224014 -0.003174 0.008208 -0.424137 0.13368 0.496183 -0.101901 -0.157031 -0.027081 0.229371 -0.26188 0.266597 0.262732 -0.211 -0.236467
' 0.225349 -0.224886 0.035851 -0.104455 0.00858 0.047321 0.224916 0.114051 -0.132575 -1.292077 0.436563 -0.037421 0.014613 0.201835 0.23168 0.054146 0.137758 -1.264944 0.283371 0.030396 0.036321 0.007739 0.076722 0.04785 0.044472 -0.08393 0.161614 -0.024329 -0.144933 -0.0414 0.135148 -0.218824 0.16339 0.022143 -0.286722 0.040055 -0.089952 0.001099 0.080966 0.100287 -0.248779 -0.031456 -0.165287 0.040265 0.019905 -0.188034 0.258921 -0.214372 -0.100101 0.129014 0.184017 -0.008534 0.075844 0.019228 0.024854 -0.068898 0.064927 -0.091902 0.062749 0.234024 -0.037845 -0.003563 -0.04141 -0.413391 -0.173262 0.166279 -0.034646 -0.242913 0.034598 -0.173342 -0.07496 -0.01136 -0.245145 0.055685 -0.125136 -0.147932 0.003382 0.047818 -0.076809 -0.289405 -0.075346 -0.215776 0.098213 0.208134 -0.045498 0.261287 0.405471 -0.136466 -0.37802 -0.150476 0.177415 -0.04859 0.02388 0.057798 -0.053642 0.348063 -0.064833 -0.083347 -0.045336 0.166257 -0.024908 0.012265 0.056652 0.060078 -0.10798 -0.444936 0.020065 -0.032639 -0.044167 -0.054518 -0.11778 0.329486 -0.142043 0.040478 -0.092301 0.090151 -0.103191 -0.128785 8.9e-05 0.04032 -0.027302 -0.065601 -0.112696 0.199826 -0.008695 -0.117366 0.00519 0.125253 0.175081 0.012614 -0.155043 -0.01854 0.132238 0.119987 -0.124864 -0.010441 -0.083859 0.04719 -0.196829 0.199996 0.700696 -0.148646 -0.250584 -0.011322 -0.051844 0.088337 0.14149 0.152421 0.012768 0.12826 0.06841 -0.085604 -0.074347 -0.089472 0.086159 0.111304 0.113805 -0.315053 0.037504 0.120093 -0.053138 0.093852 0.067921 0.131244 0.366489 0.258222 -0.272965 0.206643 -0.186741 -0.130362 0.02242 0.036082 0.060283 0.139053 0.175843 -0.058626 -0.117966 -0.000889 -0.401785 -0.146133 -0.087926 -0.088662 0.096252 0.09607 0.297355 -0.08309 0.23067 -0.040478 -0.018495 -0.000178 0.216182 0.06034 0.052923 -0.075469 0.088458 -0.129257 0.102446 -0.067705 0.341145 -0.26365 -0.078578 0.408952 0.066635 -0.013892 -0.381367 -0.213226 -0.084096 0.070967 0.056549 -0.007993 0.242783 0.193703 -0.118391 0.30475 -0.122932 -0.131275 0.052457 0.039931 0.5253 -0.082324 -0.030983 0.015858 0.203229 -0.194918 -0.029029 -0.031924 -0.019773 -0.269733 -0.185208 -0.234624 0.092264 0.007457 -0.235237 -0.157102 0.006196 0.096997 0.057563 0.175073 0.061161 -0.004585 -0.037434 0.103865 -0.125615 -0.121371 -0.117701 0.217407 0.150346 0.081117 0.240236 -0.018012 -0.068052 -0.044273 -0.036096 0.112822 -0.135262 -0.433973 -0.140985 0.185265 0.048765 -0.119958 -0.184314 -0.336543 -0.021426 -0.252438 0.092635 0.28609 0.027387 -0.177647 -0.578289 0.042014 -0.084299 -0.105131 0.203976 0.266662 -0.006504 0.083394 -0.067262 -0.111616 0.033879 -0.083667 -0.217656 -0.236059 -0.018658 -0.07319 0.183218 0.159966 -0.012893 0.213912 -0.189213 0.038261 0.495863 -0.103786 -0.027006 -0.01238 0.229069 0.043766 0.100373 0.147176 0.01132 -0.213435
+ 0.078246 -0.388196 0.295237 0.014729 -0.266907 -0.048381 -0.096938 0.041379 -0.181911 -1.731613 0.368067 -0.06245 -0.371713 -0.010133 0.328701 0.366265 -0.093196 -1.036247 0.237926 0.014189 0.202967 0.126081 0.201528 0.017932 0.061874 -0.039795 0.075496 -0.088073 -0.072658 0.025428 0.004035 -0.369033 0.144672 -0.101389 -0.004539 0.07924 0.093077 0.011239 0.42326 0.067866 -0.090321 -0.373794 -0.074806 -0.126627 -0.211627 -0.128773 0.079913 0.233084 -0.090494 -0.231955 0.327259 0.056773 0.260851 -0.225388 0.11012 0.060645 -0.211715 -0.098639 -0.062868 -0.184602 -0.004577 0.12746 0.006445 -0.431185 -0.301495 0.386289 0.139449 -0.083344 -0.099848 -0.224258 -0.198657 -0.117254 -0.174204 -0.122594 -0.103554 0.208002 -0.115446 0.13971 -0.125302 -0.141979 0.018281 -0.239877 0.437246 -0.036515 -0.055338 0.254675 0.646106 -0.024762 -0.315008 -0.365794 0.265814 0.065367 -0.120868 -0.153107 -0.107565 0.277346 -0.053726 -0.113327 -0.277016 0.161698 0.1542 -0.07187 0.309731 0.266584 0.107451 -0.366318 0.063543 -0.382893 -0.168543 -0.017044 -0.051348 0.207853 -0.025034 -0.000883 -0.189339 0.169828 -0.032751 -0.096078 -0.129837 -0.329513 -0.227716 -0.04658 -0.086075 -0.004549 -0.115449 -0.085154 0.11571 -0.100779 -0.262608 -0.044295 -0.279409 0.171609 0.058543 0.156777 -0.360084 -0.072865 0.112828 0.172329 -0.142175 0.025316 0.782549 0.074601 0.076998 -0.00327 0.208832 0.185467 0.12699 -0.13573 -0.132105 0.142527 0.168512 0.193296 0.095747 0.046422 -0.106202 0.02725 0.114535 -0.205844 0.485535 0.221838 0.071208 0.003669 -0.171343 0.018373 0.123412 0.142456 -0.368165 0.165345 -0.338758 0.055225 -0.03311 0.298814 0.042688 0.230772 0.318219 -0.242017 0.184702 -0.095028 -0.404056 -0.259917 -0.02765 0.100845 0.169346 0.065229 0.256124 0.018411 0.119481 -0.26489 0.075621 0.130661 0.37373 0.026156 0.247158 -0.131844 0.107675 -0.191951 0.092542 0.007812 -0.017096 -0.511514 0.277413 -0.14134 -0.068913 -0.02978 -0.278641 -0.281806 -0.011572 0.016126 0.023902 -0.17627 0.383335 0.195431 -0.008124 0.319113 -0.019979 -0.132164 0.374435 -0.360767 0.429379 0.031222 0.258502 -0.170492 0.060544 -0.077737 -0.191521 -0.141393 -0.168671 -0.387744 0.144909 -0.078703 -0.117518 -0.301626 -0.02258 -0.100459 0.104229 -0.121891 0.010549 0.078521 0.401288 -0.21843 -0.157297 -0.129601 -0.333891 0.03619 -0.060563 0.187051 0.347199 0.094955 0.186821 -0.164144 0.175401 0.17068 0.008001 0.204675 -0.30093 -0.257605 0.120906 -0.112073 0.031853 0.011153 -0.31838 0.087849 0.071281 -0.326437 0.071369 0.135662 -0.104113 -0.011048 -0.412836 0.111914 -0.240729 0.058994 0.047001 0.455058 -0.006144 -0.016588 0.001406 -0.296777 -0.136404 -0.448657 -0.348427 -0.357033 0.059911 0.065985 0.381147 0.07969 -0.193482 0.014793 -0.035731 0.419759 0.624806 0.027055 -0.092051 0.168605 -0.216361 0.211679 -0.0824 0.079805 -0.095123 -0.299707
/ 0.170548 -0.224109 0.16943 -0.031443 -0.300842 0.153933 0.092632 0.078274 -0.132346 -1.477531 0.450621 -0.199583 -0.093309 0.125395 0.291833 0.041948 0.151248 -1.080123 0.455297 0.124907 -0.059348 -0.010332 0.199163 0.080429 -0.048373 0.061828 0.116106 -0.052651 -0.101855 0.105646 0.166533 -0.176512 0.029179 -0.001508 -0.239867 0.274114 0.033201 0.215495 -0.016872 0.426246 -0.168249 -0.057093 -0.198582 0.14364 -0.156284 0.014311 0.259641 -0.122961 -0.026359 0.049944 0.084657 0.081957 -0.012265 0.069853 -0.018447 0.01244 -0.05996 -0.020972 0.02386 0.087833 0.027701 -0.157837 0.062384 -0.472258 -0.275869 0.159314 0.02553 -0.205053 -0.074258 -0.206593 -0.077457 -0.153394 -0.352905 0.007537 0.034187 0.03178 -0.096545 0.069114 -0.104511 -0.240343 -0.034394 0.026462 0.052458 0.152443 -0.009433 0.360867 0.641123 -0.080897 -0.283455 -0.084402 0.128967 -0.058915 0.064101 0.120577 -0.088395 0.136412 0.017137 -0.016925 0.080561 0.108701 -0.076543 -0.038465 0.137089 0.091878 -0.013888 -0.35727 0.018614 -0.349933 -0.051434 -0.0364 -0.061653 0.140126 -0.093484 0.089698 -0.086208 0.160619 -0.028453 -0.234614 0.116831 -0.169949 -0.19888 -0.015248 -0.002471 0.08143 0.033098 -0.197498 -0.188866 0.18307 -0.017839 0.097213 -0.07438 -0.046917 0.014719 0.107689 -0.290905 -0.064635 0.085921 0.093332 -0.152343 -0.017423 0.858976 -0.077431 -0.178624 0.045147 -0.037425 0.122899 0.139291 -0.060224 -0.133447 0.204342 0.006367 -0.079613 -0.089986 -0.013862 0.036262 0.174656 0.212008 -0.082207 0.066148 0.222538 -0.060868 -0.051345 0.059992 0.196905 0.26171 0.399108 -0.36881 0.131733 -0.220042 0.026844 0.110352 -0.012637 0.127669 0.162883 0.203877 -0.032501 0.015232 -0.20225 -0.17903 -0.015078 -0.024559 -0.031173 0.189517 0.191279 0.174649 -0.016832 0.177693 -0.037171 -0.053249 0.021526 0.180976 0.150112 0.162034 -0.179583 -0.080981 -0.190921 0.035655 0.257503 0.258529 -0.272074 0.016704 0.148449 0.169407 0.029121 -0.274585 -0.182395 -0.085908 0.003889 0.112423 0.102943 0.258241 0.108519 0.02454 0.303242 -0.129898 -0.345209 0.198116 -0.059234 0.324952 0.01949 0.062258 -0.108818 0.197401 -0.144201 -0.0744 -0.105246 -0.014042 -0.194374 -0.002047 -0.229456 0.147929 0.037079 -0.18704 0.028018 0.009495 0.086207 -0.05967 0.004357 0.238013 -0.206651 -0.004125 -0.07431 -0.095571 -0.203155 -0.163162 0.099151 0.021319 0.09679 0.379418 -0.042687 -0.101392 0.089561 -0.095893 -0.004966 -0.088127 -0.569993 -0.1596 -0.025366 -0.059474 -0.234935 -0.244424 -0.270802 0.036203 -0.090129 -0.111457 0.173709 0.123821 -0.137067 -0.461146 0.232324 -0.194882 -0.051982 0.025466 0.415468 -0.076687 -0.01135 0.060145 -0.18751 -0.114072 -0.188059 -0.224159 -0.297543 0.003108 -0.101131 0.187827 0.188959 -0.236493 0.207726 -0.152611 0.169471 0.426881 -0.074397 -0.019778 0.00343 -0.041653 0.103494 -0.04478 0.232147 0.066335 -0.140578
3 0.19339 -0.296952 0.29471 -0.01346 -0.282129 0.089555 0.077576 -0.008201 -0.001982 -1.577759 0.476057 0.02335 -0.208421 0.19858 0.175122 0.03228 0.142516 -1.081841 0.390047 0.124188 0.024792 0.178125 0.273662 0.111746 0.000798 0.065537 0.200262 -0.14473 -0.125424 0.149561 0.119425 -0.165595 0.014834 0.016717 -0.277218 0.129186 0.003031 0.108959 0.090633 0.430309 -0.153907 -0.323736 -0.119655 0.199357 -0.035556 -0.053994 0.273793 -0.0341 -0.088791 0.123162 0.104361 0.182562 -0.034742 0.027308 0.135409 0.028911 0.015352 0.066188 0.130476 0.19153 -0.072264 -0.139774 -0.067829 -0.593908 -0.415837 0.157479 0.091226 -0.099505 -0.091556 -0.38543 -0.005449 -0.207829 -0.322139 0.030239 -0.027529 0.030155 0.013659 0.272418 -0.088462 -0.246387 -0.104179 -0.074656 0.191657 -0.003967 -0.004764 0.400511 0.742759 -0.027121 -0.417532 -0.156949 0.203705 -0.205329 0.058323 0.14605 -0.041316 0.303783 -0.129179 -0.057448 -0.086778 0.058544 -0.027486 -0.086616 0.222251 0.191131 -0.00694 -0.412673 -0.053997 -0.227723 -0.081865 -0.015892 -0.000117 0.216768 -0.109201 0.129553 -0.089096 0.170267 -0.061067 -0.148203 -0.002168 -0.259798 -0.210948 0.076528 -0.097526 0.085556 -0.013805 -0.037778 -0.141201 0.140905 0.077096 0.075754 -0.031072 -0.04395 0.090001 0.069193 -0.295767 -0.039865 0.05922 0.136359 -0.145242 0.100246 0.898961 0.134162 -0.19066 0.000702 -0.015119 0.216902 0.078539 -0.101352 -0.035214 0.119807 -0.019866 -0.158934 -0.025831 0.0047 0.111039 0.193848 0.246181 -0.077028 0.093392 0.256264 -0.069598 -0.036216 0.051051 0.110282 0.173697 0.33929 -0.247962 0.124365 -0.383576 -0.029389 0.100309 -0.004036 0.108513 0.176329 0.202433 -0.193755 -0.085848 -0.177221 -0.247817 -0.020255 -0.007618 0.126548 0.235685 0.19374 0.28676 -0.009021 0.215594 -0.048016 -0.12373 0.081193 0.299 0.124693 0.195616 -0.317436 -0.041591 -0.304283 0.035056 0.17817 0.295353 -0.257997 -0.010481 0.17254 0.104263 -0.153336 -0.314763 -0.133368 -0.126638 0.081472 0.1411 0.035739 0.248335 0.018571 -0.008986 0.247085 -0.031705 -0.218119 0.192956 -0.131478 0.425937 0.041578 0.199601 -0.184724 0.171348 -0.275028 -0.057628 -0.062136 0.069897 -0.272845 -0.027795 -0.389658 0.173084 -0.02774 -0.229085 -0.110608 -0.004666 0.124248 0.005834 0.06518 0.208106 -0.260277 -0.082176 -0.114701 -0.155816 -0.236076 -0.171559 0.206749 0.147452 0.164459 0.412568 0.024195 -0.116583 0.080039 0.088008 0.178405 -0.004671 -0.526481 -0.127682 0.130543 -0.064796 -0.122611 -0.236827 -0.241924 -0.026773 -0.179439 -0.151976 0.184971 0.053067 -0.095993 -0.63688 0.273989 -0.251245 0.019507 0.150966 0.26263 -0.115989 0.000533 -0.061401 -0.274629 -0.192913 -0.254816 -0.347692 -0.194377 -0.084129 -0.04329 0.298427 0.129304 -0.192935 0.127847 -0.246594 0.30976 0.565956 -0.085858 -0.192359 0.154748 -0.116695 0.064869 0.077109 0.281424 -0.050216 -0.174304
7 0.142413 -0.302212 0.267442 -0.013667 -0.273514 0.083381 0.065153 0.027455 0.015034 -1.568367 0.492162 0.032196 -0.222691 0.145452 0.201623 0.032904 0.128356 -1.094331 0.391024 0.092456 0.014081 0.177091 0.255968 0.108263 0.008085 0.028508 0.187703 -0.109872 -0.134073 0.129791 0.127503 -0.173566 0.037662 -0.021701 -0.273826 0.11146 -0.005853 0.136817 0.11351 0.42633 -0.19085 -0.292027 -0.077212 0.168431 -0.080905 -0.029427 0.2811 -0.043912 -0.069542 0.100321 0.099762 0.154424 -0.018391 0.020493 0.109027 0.002504 0.057996 0.05204 0.116099 0.161014 -0.085668 -0.113491 -0.073176 -0.597485 -0.363055 0.174215 0.096525 -0.131631 -0.106176 -0.347505 -0.051849 -0.170691 -0.304956 0.03139 -0.015827 0.020237 -0.000787 0.248204 -0.066405 -0.240088 -0.0996 -0.089944 0.211192 0.002794 -0.01237 0.391895 0.733139 -0.029968 -0.392656 -0.166796 0.197517 -0.194648 0.05664 0.125938 -0.064874 0.308592 -0.128843 -0.021368 -0.10256 0.055369 0.000538 -0.086197 0.258018 0.199914 0.008998 -0.395742 -0.026307 -0.182624 -0.080884 -0.033241 0.046782 0.211484 -0.128073 0.100652 -0.112431 0.158186 -0.027024 -0.143871 -0.000592 -0.265616 -0.196112 0.067824 -0.082347 0.07767 -0.000666 -0.060112 -0.133451 0.164258 0.027773 0.060933 -0.01535 -0.039443 0.058044 0.034051 -0.28169 -0.074732 0.037276 0.141788 -0.145546 0.086622 0.910318 0.126153 -0.190688 0.018126 -0.023676 0.204858 0.080229 -0.10873 -0.010664 0.137886 -0.006534 -0.141292 -0.030661 -0.007865 0.079409 0.178822 0.234311 -0.078048 0.102878 0.195505 -0.053078 -0.031634 0.034887 0.113323 0.187591 0.325933 -0.226825 0.124985 -0.356546 -0.011422 0.073964 -0.017085 0.102607 0.200469 0.186956 -0.187396 -0.038379 -0.190042 -0.25704 -0.045759 0.022065 0.085969 0.236534 0.192543 0.285838 -0.055127 0.209489 -0.030218 -0.095351 0.113957 0.277545 0.13381 0.199809 -0.273559 -0.055377 -0.302972 0.04522 0.174027 0.232356 -0.257818 0.003993 0.151565 0.096989 -0.144198 -0.312709 -0.114231 -0.117542 0.065945 0.114575 0.039402 0.256359 0.057175 0.027506 0.246946 -0.053671 -0.208113 0.169135 -0.13451 0.4171 0.047867 0.188479 -0.168785 0.200903 -0.251069 -0.050024 -0.073047 0.03831 -0.269011 -0.036112 -0.363207 0.159013 0.012578 -0.223189 -0.107686 0.038609 0.168433 0.017262 0.101765 0.210593 -0.257922 -0.105714 -0.102336 -0.094212 -0.187507 -0.20023 0.197827 0.127742 0.13335 0.399925 -0.009182 -0.140233 0.141498 0.112504 0.156458 -0.034688 -0.508576 -0.12736 0.115961 -0.060456 -0.120456 -0.22837 -0.255582 -0.000251 -0.160237 -0.128985 0.157364 0.05284 -0.100012 -0.622902 0.241251 -0.227019 0.020609 0.156121 0.344893 -0.090942 -0.01738 -0.045352 -0.228005 -0.193736 -0.302942 -0.335093 -0.169464 -0.047896 -0.067431 0.291148 0.139497 -0.207608 0.143405 -0.230831 0.294159 0.502817 -0.070025 -0.15544 0.12541 -0.097405 0.064647 0.071721 0.266267 -0.065624 -0.207912
; 0.197448 -0.175376 0.144566 -0.033808 -0.007511 0.09263 0.153749 -0.104454 -0.143083 -1.271402 0.221909 -0.261187 -0.053803 0.220281 0.284182 -0.071137 0.088381 -0.819626 0.196636 0.194357 -0.028044 0.262888 0.048419 -0.015204 -0.12469 -0.24068 0.21528 0.082536 0.002978 0.028278 0.181247 -0.329791 0.147184 0.059753 -0.129319 0.033294 0.022758 0.208125 0.009964 0.259925 0.004148 -0.127883 0.018049 0.081869 -0.087121 0.011911 0.090143 -0.248078 0.026915 0.110202 -0.011121 0.031723 0.16337 -0.189808 0.092683 -0.085247 0.056674 -0.069748 0.159567 0.009094 -0.231134 -0.151565 0.125065 -0.46795 -0.247772 0.312439 0.051639 -0.125147 -0.050637 -0.180992 0.00113 0.020225 -0.031472 0.096412 -0.027894 0.026067 -0.212246 0.149714 -0.067866 -0.391507 -0.049889 0.026216 -0.053426 0.332579 -0.024703 0.268928 0.614521 -0.403505 -0.334321 -0.065897 -0.122166 -0.021383 0.119193 0.328346 -0.038042 0.602225 -0.131442 -0.078737 0.055457 0.070812 0.031591 -0.100629 0.267311 -0.057829 -0.119325 -0.40616 0.164307 -0.2548 -0.495854 -0.01302 0.030646 0.034686 -0.048117 0.017624 -0.008684 0.217518 -0.054556 -0.283783 -0.117448 -0.103283 -0.066178 -0.143051 0.154413 0.034399 -0.079744 0.01325 -0.117823 -0.087527 0.205205 0.002398 -0.158913 0.054074 -0.090845 0.055586 -0.026268 0.018802 0.101575 -0.149594 -0.19167 -0.125689 0.36683 0.050351 -0.095529 -0.188853 0.049769 0.021145 0.017112 0.08936 -0.291445 0.274748 0.018626 0.197983 -0.169996 0.068755 0.063241 0.145382 -0.031637 -0.1831 0.214432 -0.146863 0.159723 0.001951 0.046441 0.273691 0.328646 0.184661 -0.163247 -0.047649 0.009886 0.147673 -0.062866 0.109673 0.098868 0.11479 0.260022 -0.008271 0.067253 0.014107 -0.408766 -0.022224 -0.198975 -0.120069 0.137932 0.045174 0.076182 0.052166 0.164616 -0.094378 0.038385 0.070307 0.140167 -0.063496 0.191392 -0.043243 0.325113 -0.205919 0.303616 -0.140256 0.255621 -0.141359 -0.121867 0.112508 0.086761 -0.029818 -0.330414 0.048543 -0.02205 0.013369 0.163352 0.019082 0.003312 0.132982 0.13495 0.189046 -0.242467 -0.185835 0.210668 -0.000222 0.406037 0.00506 0.152368 0.152554 0.23271 -0.126157 -0.152798 -0.031988 -0.174859 -0.260185 -0.083056 -0.282355 -0.061344 -0.293684 -0.132535 -0.189482 -0.062136 0.159032 0.17366 -0.005997 -0.061119 -0.12193 0.072036 0.006304 0.002121 -0.069648 -0.031026 0.058325 0.138373 0.088028 0.213206 0.065345 -0.145935 -0.035657 -0.093081 -0.10963 -0.049789 -0.328172 -0.014266 0.067911 -0.175275 -0.131837 -0.229907 -0.082002 0.035262 -0.297844 0.015711 0.262069 0.101553 -0.032666 -0.088477 0.026284 -0.357029 -0.132256 -0.120106 0.131168 0.047045 0.06299 0.046017 -0.049095 0.042547 -0.247553 -0.223204 -0.308402 -0.149092 -0.034293 0.344639 -0.038086 -0.053399 0.273584 -0.148952 0.151517 0.463527 -0.111569 -0.271471 -0.022984 0.21594 -0.201953 0.095886 0.05045 -0.071583 -0.156301
? 0.230672 -0.166661 0.112118 0.011054 0.058076 -0.018576 0.176421 -0.108385 -0.034405 -1.225804 0.183236 -0.137361 -0.095049 0.444373 0.17321 -0.118597 0.116629 -0.805746 0.302629 -0.119114 0.182115 -0.000195 0.059844 -0.096483 -0.179655 -0.151935 0.141397 0.124376 -0.185735 0.108749 0.210302 -0.30497 0.122521 -0.030837 0.050188 0.258287 -0.065831 0.032257 0.151108 0.235164 -0.097539 -0.111812 -0.209686 -0.044457 0.032824 -0.01552 -0.015701 -0.156009 -0.176009 0.15451 -0.028336 -0.032147 -0.128743 -0.128588 -0.00845 -0.277135 0.088282 -0.027556 0.116693 0.074741 -0.131477 -0.049067 0.114403 -0.329863 -0.251574 0.157862 -0.012238 -0.187129 -0.080347 -0.329863 0.109719 -0.217937 0.113884 0.149607 -0.081078 0.162556 0.062662 0.097653 -0.088667 -0.098402 -0.143097 -0.257838 0.020352 0.04661 -0.096294 0.395261 0.505735 -0.302912 -0.240841 -0.161293 -0.095643 -0.113845 -0.13614 0.35811 -0.143627 0.447674 -0.25833 -0.193274 -0.039017 -0.016547 -0.234662 0.003428 0.286242 -0.117746 0.132487 -0.513667 -0.234568 -0.247646 -0.171833 0.008451 -0.009953 0.025254 0.091582 0.214314 0.055666 0.33537 -0.023028 -0.04832 -0.103819 -0.157918 -0.026726 -0.003608 -0.074214 0.137048 -0.133468 0.073371 -0.171597 -0.16568 0.352082 -0.080491 -0.012102 -0.003683 0.112426 0.15508 0.123906 -0.105702 0.028911 -0.059235 -0.225607 0.091653 0.456413 0.081193 -0.42958 -0.04187 0.133148 0.060338 0.113434 0.3267 -0.221853 0.202915 0.045566 0.181181 -0.153358 -0.065763 0.190606 0.192546 0.042386 -0.045901 0.053288 0.044925 0.085752 -0.018136 -0.060858 0.21053 0.367252 0.234678 -0.227372 -0.060106 0.119168 0.258068 -0.052268 0.139627 0.113581 0.255293 0.21956 0.158658 -0.042725 0.021432 -0.119037 -0.053417 -0.143995 0.130922 -0.023791 -0.068511 0.267633 0.05556 0.161433 -0.133674 0.031269 -0.041552 0.407896 0.248048 0.053882 -0.33886 0.147696 -0.085751 0.249824 0.209214 0.451307 -0.144943 0.095086 0.22993 -0.051081 -0.105121 -0.126518 -0.001901 0.203948 0.101434 0.299111 -0.003031 -0.024097 0.193752 0.098303 0.179972 -0.111642 -0.414578 -0.015841 -0.045943 0.41948 -0.002009 0.150503 -0.060506 0.16761 -0.034264 -0.206842 -0.151145 -0.170617 -0.249839 -0.076538 -0.423799 -0.068865 -0.219908 -0.063155 -0.165621 -0.114589 -0.181098 0.09873 0.138724 -0.074105 -0.221169 -0.172291 -0.160436 -0.163665 -0.040192 -0.002751 0.052411 0.356177 0.246724 0.185142 0.131998 0.130618 -0.216643 0.002013 0.049402 -0.304508 -0.538949 -0.112984 0.147569 0.004682 -0.0477 -0.191315 -0.225443 0.18025 -0.323849 0.075398 0.351981 -0.071384 0.04984 -0.296333 0.342425 -0.27221 0.149964 0.171767 0.246847 -0.229258 0.201897 -0.027642 -0.111673 0.059606 -0.130811 -0.282279 -0.105315 -0.119829 0.080198 0.224336 0.257609 -0.047429 0.1675 -0.236645 0.007892 0.464239 -0.289791 -0.189236 0.020953 0.220398 -0.101394 0.04381 0.162467 0.151086 -0.038481
C 0.238849 -0.360172 0.099211 0.006293 -0.090363 0.069534 0.028123 0.12704 -0.018202 -1.412029 0.381697 -0.099666 -0.101932 0.163519 0.268972 -0.006478 0.150871 -1.144588 0.279901 0.066227 -0.007437 0.060244 0.074777 0.018801 -0.071208 -0.015612 0.120906 -0.026291 -0.174593 -0.069907 0.103273 -0.181436 0.041843 0.033711 -0.243154 0.096044 0.024814 -0.021504 0.073083 0.20144 -0.053298 -0.028205 -0.067757 0.007326 -0.024332 -0.081698 0.201165 -0.203523 -0.052323 0.040662 0.083852 -0.043231 0.06321 -0.036093 0.017573 -0.069417 0.001551 0.007173 -0.042546 0.073004 -0.010497 0.019046 0.017155 -0.375677 -0.174652 0.174551 -0.007754 -0.113145 -0.005609 -0.22862 -0.047042 -0.010867 -0.183571 0.03626 -0.121074 -0.048853 -0.076598 0.044575 -0.015781 -0.183016 -0.037259 -0.104482 0.1144 0.025867 0.040949 0.280767 0.302756 -0.106337 -0.338885 -0.114805 0.137506 0.012532 0.080036 0.070575 -0.106305 0.298448 -0.061468 0.000489 -0.023935 0.111629 0.045618 -0.151285 0.115669 0.068804 -0.034785 -0.348239 -0.025045 -0.113112 -0.121841 -0.116407 -0.095591 0.331656 -0.127872 0.016549 -0.043831 0.061613 -0.0651 -0.040418 0.013788 -0.043609 -0.056202 -0.070801 0.033659 0.174662 0.080927 -0.048778 -0.034761 0.032394 0.080836 0.112026 -0.154082 0.01251 0.066015 0.08777 -0.112163 -0.019593 0.01847 0.010216 -0.070893 0.054793 0.924384 -0.037412 -0.252065 0.031156 0.010493 0.103873 0.115355 -0.019604 0.020309 0.159864 -0.015311 -0.011563 -0.028369 0.013712 0.116843 0.140595 0.156602 -0.111119 0.025913 0.073504 -0.101565 0.059498 -0.023623 0.220842 0.328162 0.188814 -0.148141 0.146431 -0.233836 -0.03362 0.024855 0.061243 0.165871 0.112006 0.11338 -0.076917 -0.030779 -0.057617 -0.246789 0.019857 -0.034395 -0.040874 0.075212 0.151863 0.237198 -0.034193 0.179958 -0.111108 -0.008173 0.019504 0.26074 -0.011924 0.073905 -0.102881 0.013914 -0.196628 0.157924 0.143398 0.18885 -0.253109 -0.074664 0.208154 0.003555 -0.097651 -0.238201 -0.131178 -0.018244 0.10774 0.121603 0.009692 0.132325 0.199838 -0.008921 0.31373 -0.137767 -0.193899 0.132919 -0.119642 0.430445 -0.039661 0.024874 -0.0836 0.204211 -0.205904 -0.065816 -0.106257 -0.077215 -0.168574 -0.093538 -0.246735 0.126211 0.01146 -0.176944 -0.080488 0.096047 0.125967 -0.017768 0.065368 0.130747 -0.151483 -0.089586 -0.045944 -0.105984 -0.207005 -0.090474 0.188149 0.13488 0.094092 0.276443 0.032256 -0.023125 -0.050376 0.012959 0.071799 -0.125205 -0.525359 -0.051813 0.167429 0.016998 -0.077773 -0.115134 -0.277943 -0.030296 -0.168833 -0.0337 0.274372 -0.053345 -0.065016 -0.39812 0.126407 -0.050562 0.013757 0.127195 0.27782 0.053982 -0.019575 -0.009565 -0.056523 0.007796 -0.297943 -0.181962 -0.136897 -0.041777 -0.000155 0.113916 0.135553 -0.117825 0.15875 -0.181811 0.041847 0.370853 -0.086974 -0.056817 -0.015443 0.018304 0.030352 0.105044 0.16927 -0.100494 -0.135144
G 0.232291 -0.332989 0.074088 0.016724 -0.072948 0.076775 0.053914 0.110761 -0.029952 -1.415062 0.408656 -0.047822 -0.09182 0.217596 0.265093 -0.035345 0.167726 -1.192917 0.274009 0.089329 0.023195 0.046107 0.111106 0.003731 -0.079103 -0.022707 0.165249 -0.012814 -0.174312 -0.095249 0.112508 -0.150698 0.056894 0.044856 -0.239519 0.090519 0.033695 -0.005008 0.077147 0.178496 -0.068577 -0.03993 -0.098083 0.019356 -0.023613 -0.083644 0.186916 -0.212526 -0.020572 0.007825 0.091415 -0.03496 0.044504 0.030629 0.030603 -0.07328 -0.000247 0.023762 -0.042766 0.071354 -0.022783 0.016466 0.020225 -0.407975 -0.166804 0.116491 -0.029199 -0.12597 0.012115 -0.203974 -0.066224 0.004928 -0.19847 0.016545 -0.143815 -0.039756 -0.069944 0.036554 -0.044416 -0.160131 -0.055523 -0.12122 0.171388 0.061577 0.037488 0.24908 0.364709 -0.174236 -0.326153 -0.113705 0.119113 -0.00251 0.052867 0.097873 -0.119304 0.284174 -0.061503 -0.016796 -0.066068 0.119112 0.038539 -0.140242 0.138171 0.060136 -0.039524 -0.339743 -0.035966 -0.113525 -0.114616 -0.142321 -0.081543 0.297439 -0.119466 0.024872 -0.080263 0.006201 -0.061176 -0.057444 0.032736 -0.057333 -0.026041 -0.043437 0.035844 0.136731 0.104439 -0.053634 -0.052795 0.048222 0.050611 0.12462 -0.162168 0.001585 0.07749 0.057904 -0.178128 -0.032383 0.011811 0.005733 -0.066283 0.093975 0.855056 -0.025963 -0.291937 0.003359 0.00432 0.115268 0.131457 0.005664 0.017116 0.154903 -0.014728 0.002427 -0.037084 -0.0314 0.097474 0.146537 0.149859 -0.123414 0.022093 0.098004 -0.069781 0.041307 -0.042553 0.204488 0.313626 0.165082 -0.11726 0.130559 -0.218232 -0.008107 -0.023893 0.04791 0.1418 0.099962 0.122995 -0.094819 0.00495 -0.078362 -0.209299 -0.011035 -0.02542 -0.027532 0.067987 0.185785 0.223406 -0.040375 0.195534 -0.10752 -0.046122 0.000948 0.248726 0.00118 0.090065 -0.11133 0.006638 -0.188783 0.134693 0.146292 0.153265 -0.257682 -0.08359 0.21755 0.046351 -0.103799 -0.260104 -0.111297 -0.009091 0.097747 0.113772 -0.018018 0.141884 0.183528 -0.013176 0.325628 -0.130468 -0.217554 0.154934 -0.1796 0.431118 -0.057059 0.057688 -0.057626 0.220427 -0.192709 -0.104046 -0.09737 -0.05097 -0.159303 -0.113676 -0.240812 0.126786 0.001865 -0.2038 -0.102277 0.123911 0.16524 0.003464 0.070377 0.117707 -0.136166 -0.11064 -0.042725 -0.13282 -0.191078 -0.123927 0.197139 0.13124 0.081948 0.296528 0.039576 0.004001 -0.063391 0.056844 0.054197 -0.091688 -0.531642 -0.005611 0.195576 -0.002392 -0.10957 -0.113373 -0.259852 -0.003936 -0.149636 -0.022795 0.31322 -0.023726 -0.077493 -0.440475 0.113551 -0.068319 0.00193 0.148859 0.24832 0.056396 -0.02887 -0.013065 -0.083929 0.055607 -0.297215 -0.169967 -0.151899 -0.078754 0.004824 0.10989 0.13496 -0.13613 0.173353 -0.212816 0.064039 0.348838 -0.1212 -0.074673 0.036119 0.042857 0.034622 0.115085 0.16568 -0.090848 -0.141551
K 0.262112 -0.323116 0.09087 0.05217 -0.070967 0.103054 0.017868 0.094981 -0.045959 -1.369838 0.441798 -0.092619 -0.103303 0.204136 0.257197 -0.029431 0.204443 -1.275618 0.272976 0.117762 0.027558 0.08925 0.120428 -0.006531 -0.065529 -0.023804 0.170078 -0.053756 -0.166253 -0.109901 0.131752 -0.17022 0.02916 -0.002972 -0.235604 0.092919 -0.005612 0.065769 0.09552 0.126647 -0.10212 -0.072933 -0.130812 -0.006317 -0.018236 -0.076239 0.141819 -0.238763 -0.00542 -0.055298 0.110666 -0.015096 0.023723 0.059647 0.042753 -0.07701 0.000852 0.033156 -0.077373 0.080712 -0.033551 -0.015658 0.035589 -0.417981 -0.153033 0.068998 -0.035234 -0.090592 0.042618 -0.215417 -0.127278 0.019588 -0.176589 -0.037586 -0.17533 -0.061124 -0.023387 0.056784 -0.086714 -0.217894 -0.031075 -0.151424 0.171875 0.093673 0.024127 0.271908 0.412686 -0.211449 -0.355096 -0.096356 0.121127 0.003399 0.046371 0.112474 -0.087873 0.315363 -0.063104 -0.037206 -0.102792 0.168363 0.080911 -0.116096 0.114625 0.030614 -0.016737 -0.316477 -0.030608 -0.083108 -0.079849 -0.154864 -0.094613 0.323171 -0.191241 0.052036 -0.151414 -0.04709 -0.052556 -0.03255 0.08598 -0.033674 -0.039227 -0.032965 0.050872 0.072928 0.120185 -0.044609 -0.091216 0.033324 0.052581 0.16492 -0.168063 -0.014898 0.051647 0.053745 -0.185965 -0.032757 0.030011 0.030147 -0.069034 0.086062 0.842966 -0.033689 -0.311747 -0.011462 0.00488 0.142892 0.124002 0.009505 0.034939 0.099196 -0.079766 -0.006909 -0.005701 -0.003149 0.093556 0.133846 0.145097 -0.165171 -0.013488 0.076167 -0.047451 0.009077 0.023548 0.174187 0.36057 0.183033 -0.134209 0.18008 -0.250797 -0.014893 -0.04863 0.028528 0.074627 0.069232 0.103751 -0.10862 0.004223 -0.065598 -0.218094 -0.050742 -0.009534 -0.064211 0.069522 0.117514 0.172327 0.015384 0.23127 -0.109464 -0.046054 0.017162 0.23227 0.028527 0.125357 -0.134437 -0.015867 -0.178679 0.125067 0.147592 0.188329 -0.264891 -0.134234 0.18191 0.035374 -0.136971 -0.222864 -0.131252 0.015049 0.116543 0.126294 0.020731 0.170655 0.167839 -0.054861 0.318141 -0.095251 -0.203822 0.186673 -0.141356 0.463063 -0.048524 0.049124 -0.03241 0.292007 -0.219454 -0.137099 -0.049643 -0.006092 -0.179051 -0.110653 -0.213577 0.105375 -0.031125 -0.230604 -0.140186 0.111739 0.147447 0.004491 0.078613 0.150832 -0.143459 -0.124892 0.009941 -0.104356 -0.198252 -0.089227 0.168902 0.077197 0.041544 0.326312 0.006803 -0.00708 -0.033187 0.083324 0.03833 -0.077661 -0.509969 -0.01554 0.240173 -0.009171 -0.138917 -0.107153 -0.271802 0.042597 -0.116862 -0.107109 0.307626 -0.03444 -0.053019 -0.487246 0.131232 -0.077936 0.001225 0.141001 0.27889 0.048021 -0.054747 0.040716 -0.070359 0.003144 -0.314822 -0.140197 -0.182647 -0.11645 0.000433 0.124744 0.127515 -0.136339 0.188066 -0.251468 0.051213 0.382604 -0.105663 -0.052195 0.090051 0.091197 0.009113 0.095649 0.19283 -0.070834 -0.149416
O 0.272128 -0.354588 0.098825 0.0412 -0.058546 0.040172 0.024296 0.135902 -0.003592 -1.577959 0.317533 -0.01406 -0.121648 0.21636 0.301202 -0.035983 0.166983 -1.077559 0.280263 0.075365 -0.020637 0.083431 0.146185 0.040075 -0.050699 -0.077309 0.125759 0.006083 -0.182426 -0.16295 0.120933 -0.149636 0.034666 0.028207 -0.267386 0.088699 0.083263 -0.016702 0.086878 0.275627 -0.081588 -0.005877 -0.029504 0.055969 -0.002793 -0.101065 0.208945 -0.214642 -0.025052 0.059575 0.105922 -0.061228 0.029948 -0.010388 -0.015799 -0.053844 0.015164 -0.012163 -0.02738 0.044277 -0.038826 0.007924 0.048664 -0.383387 -0.179098 0.151944 0.006617 -0.166982 0.052987 -0.198996 -0.041783 -0.00246 -0.19531 0.036829 -0.103193 -0.025871 -0.072931 0.004368 -0.037877 -0.186962 -0.078708 -0.134718 0.19991 0.049398 0.009036 0.266502 0.387033 -0.316864 -0.349121 -0.090611 0.13133 0.072571 0.054655 0.076418 -0.183822 0.245368 -0.10512 -0.016255 -0.046999 0.107036 -0.020409 -0.168283 0.110329 0.036105 -0.049705 -0.400822 -0.037311 -0.152345 -0.122282 -0.141777 -0.06951 0.322926 -0.084647 0.03552 -0.062103 0.026781 -0.02 -0.078928 0.036545 -0.051032 -0.067938 -0.03574 0.009283 0.153095 0.173073 -0.03482 -0.047084 0.105428 -0.001226 0.150032 -0.140022 -0.072759 0.018748 0.01689 -0.176037 -0.022453 -0.023384 -0.004721 -0.012193 0.103129 0.887751 0.019957 -0.250325 0.027555 0.025209 0.090669 0.140191 0.029698 0.090906 0.087681 0.015558 0.058382 -0.069281 -0.032552 0.17569 0.147447 0.109533 -0.156391 0.042268 0.132639 -0.124252 0.019405 -0.071648 0.171763 0.276206 0.236783 -0.111015 0.109337 -0.26737 0.031712 -0.02677 0.043711 0.137577 0.049316 0.184097 -0.078964 0.019544 -0.033928 -0.231643 0.002943 -0.057934 -0.043263 0.055136 0.196193 0.241049 -0.09285 0.171147 -0.128567 -0.027394 0.022807 0.24151 0.043773 0.145253 -0.13297 -0.012955 -0.260975 0.106348 0.127086 0.122627 -0.237096 -0.031893 0.281627 0.050156 -0.128416 -0.281918 -0.153056 0.016614 0.043553 0.157633 -0.001691 0.134688 0.183978 -0.035169 0.358538 -0.119643 -0.223564 0.192218 -0.341204 0.40875 -0.075072 0.08264 -0.043133 0.194356 -0.21986 -0.083175 -0.09516 -0.049531 -0.100235 -0.119546 -0.27589 0.162188 0.037672 -0.166396 -0.119529 0.168569 0.175648 0.017729 0.061019 0.065666 -0.14028 -0.104968 -0.09599 -0.087211 -0.239935 -0.110487 0.23055 0.121936 0.11544 0.349734 0.096833 -0.025038 -0.031832 0.029965 0.04633 -0.164419 -0.508476 -0.027084 0.180969 0.022348 -0.049718 -0.110046 -0.321603 0.072785 -0.131171 -0.039769 0.313514 -0.025716 -0.057374 -0.389361 0.087742 -0.189481 0.068711 0.104064 0.237551 0.08244 -0.04215 -0.014716 -0.088102 0.029991 -0.312115 -0.132071 -0.186936 -0.080545 0.032651 0.142064 0.132397 -0.15783 0.169027 -0.232568 0.065916 0.401191 -0.101123 -0.094921 0.021919 0.017835 0.042421 0.139627 0.165829 -0.095328 -0.186455
S 0.232956 -0.347176 0.094264 0.042202 -0.093243 0.073586 0.024986 0.126484 -0.031232 -1.452225 0.391467 -0.075792 -0.088494 0.192129 0.276056 -0.009813 0.172076 -1.166078 0.295121 0.082043 -0.009552 0.061521 0.127454 0.011478 -0.115592 -0.009734 0.141868 -0.031365 -0.172623 -0.083054 0.108489 -0.168281 0.040796 0.015435 -0.241996 0.097846 0.032541 -0.007337 0.079759 0.218714 -0.079475 -0.031878 -0.087521 0.021127 -0.022495 -0.070457 0.186714 -0.199016 -0.048761 0.020601 0.099614 -0.066192 0.03575 -0.005055 -0.008656 -0.052645 0.010022 0.012422 -0.061695 0.077772 -0.005026 0.002767 0.028329 -0.417978 -0.162444 0.142121 -0.018889 -0.113298 0.017998 -0.203535 -0.065162 -0.006604 -0.180038 0.014678 -0.127269 -0.060848 -0.060369 0.047358 -0.050022 -0.16598 -0.055844 -0.129389 0.146502 0.04464 0.022251 0.264757 0.323607 -0.152896 -0.32231 -0.121859 0.103033 -0.012713 0.072226 0.085949 -0.1327 0.302036 -0.075477 -0.0058 -0.054035 0.119219 0.050153 -0.139082 0.137418 0.053722 -0.044157 -0.351353 -0.027587 -0.118186 -0.132653 -0.140838 -0.090952 0.304759 -0.132641 0.024181 -0.074563 0.045374 -0.027422 -0.057312 0.021056 -0.030568 -0.050819 -0.023965 0.027126 0.152011 0.102718 -0.043962 -0.049669 0.054134 0.04224 0.125382 -0.159454 -0.016851 0.03394 0.06328 -0.152083 -0.009638 0.004774 1.8e-05 -0.058763 0.085211 0.892382 -0.029045 -0.264875 0.01283 0.018233 0.119613 0.121163 -0.009594 0.024486 0.127717 -0.019984 -0.008108 -0.020755 0.003436 0.13125 0.161664 0.13738 -0.112511 0.04118 0.083236 -0.087623 0.022387 -0.007586 0.206301 0.317602 0.168171 -0.128288 0.129603 -0.236461 -0.014639 -0.000525 0.040433 0.144499 0.096025 0.120434 -0.067071 -0.023597 -0.063606 -0.243945 0.003933 -0.046608 -0.030471 0.075734 0.171492 0.216529 -0.016745 0.18134 -0.133447 -0.037195 0.008344 0.242088 -0.01445 0.078849 -0.116589 -0.00811 -0.211007 0.134963 0.144637 0.187229 -0.240099 -0.088734 0.198674 0.03781 -0.113112 -0.251738 -0.113491 0.005649 0.089301 0.115177 0.010952 0.125412 0.176717 -0.033198 0.317118 -0.127777 -0.213331 0.150009 -0.163903 0.423475 -0.071909 0.060253 -0.035022 0.223523 -0.201767 -0.087974 -0.095897 -0.040288 -0.178944 -0.11245 -0.244097 0.140047 0.014093 -0.193764 -0.094628 0.110469 0.13743 -0.000523 0.085017 0.113852 -0.137658 -0.122126 -0.049567 -0.130543 -0.191336 -0.106223 0.171373 0.113644 0.084824 0.30808 0.055353 -0.014405 -0.043095 0.03537 0.048321 -0.116541 -0.510921 -0.019011 0.180562 -0.01228 -0.077201 -0.100593 -0.286114 0.005216 -0.16596 -0.041332 0.288799 -0.0355 -0.065448 -0.4069 0.11875 -0.057218 0.008736 0.132365 0.264051 0.068026 -0.03685 -0.018269 -0.052287 0.028338 -0.306401 -0.140538 -0.163132 -0.091693 0.002063 0.116471 0.115133 -0.116893 0.178687 -0.198716 0.041837 0.376002 -0.11399 -0.055078 0.037166 0.038586 0.026223 0.09349 0.165223 -0.074396 -0.17159
W 0.217105 -0.295036 0.11049 0.031739 -0.128801 0.125018 0.040169 0.11421 -0.019499 -1.381549 0.42062 -0.124361 -0.079667 0.162114 0.239537 -0.036847 0.156913 -1.21927 0.341004 0.072369 0.004321 0.076358 0.120844 0.007721 -0.111822 -0.035908 0.15423 -0.010803 -0.15667 -0.067243 0.092998 -0.150212 0.033122 0.025538 -0.215772 0.087118 0.041947 0.000179 0.088841 0.177521 -0.103052 -0.031316 -0.147302 0.000922 -0.036186 -0.053763 0.156443 -0.216754 -0.025942 -0.010005 0.079214 -0.040297 0.043642 -0.012355 0.018073 -0.052936 0.015785 0.007036 -0.005976 0.094481 -0.002602 0.029227 0.032374 -0.406392 -0.192869 0.159632 -0.038064 -0.099872 0.008281 -0.187404 -0.019524 0.000249 -0.159369 0.000917 -0.131101 -0.002712 -0.043636 0.086211 -0.027061 -0.151681 -0.066985 -0.102614 0.129171 0.016144 0.024102 0.279417 0.341641 -0.086222 -0.311616 -0.104776 0.08451 -0.030427 0.052261 0.155899 -0.112636 0.332755 -0.050466 -0.014836 -0.052704 0.121319 0.072383 -0.110341 0.13312 0.054953 -0.055559 -0.324967 -0.018087 -0.104564 -0.163398 -0.149994 -0.100628 0.277806 -0.129034 0.065749 -0.043377 0.075568 -0.041003 -0.03816 0.029456 -0.036988 -0.048527 -0.052079 0.048072 0.141476 0.08136 -0.044595 -0.059945 -0.004416 0.071822 0.105468 -0.11923 -0.016141 0.062302 0.063029 -0.18906 -0.02857 -0.000133 0.013348 -0.056974 0.08277 0.869014 -0.046262 -0.27096 0.014896 0.051799 0.125033 0.123464 0.025543 -0.016707 0.142274 -0.036515 -0.01498 -0.022525 -0.001065 0.104745 0.129823 0.151447 -0.111988 0.045164 0.091698 -0.080805 0.047508 -0.040524 0.228414 0.353086 0.217852 -0.106616 0.146773 -0.212663 -0.023018 -0.019372 0.038578 0.149251 0.092819 0.112993 -0.055249 -0.011056 -0.071455 -0.212321 0.030266 -0.021636 -0.042737 0.080003 0.180278 0.21815 -0.008479 0.212587 -0.161702 -0.041823 -0.029383 0.25768 0.022863 0.099375 -0.128298 0.023957 -0.163102 0.168728 0.139008 0.214877 -0.28254 -0.047885 0.186346 0.014385 -0.134823 -0.243584 -0.108675 0.006231 0.072194 0.141213 -0.032658 0.153709 0.144129 -0.011241 0.326985 -0.135613 -0.219316 0.130395 -0.117808 0.434063 -0.061638 0.067997 -0.107286 0.225529 -0.19664 -0.095604 -0.11519 -0.065751 -0.211101 -0.135196 -0.225701 0.103367 0.007861 -0.153992 -0.09215 0.090211 0.13167 0.00865 0.086128 0.108772 -0.125258 -0.104286 -0.055642 -0.074114 -0.170104 -0.099733 0.20472 0.10883 0.080628 0.329337 0.028766 -0.032075 -0.080605 0.041868 0.034032 -0.129682 -0.537874 0.013794 0.185755 0.011328 -0.085028 -0.096606 -0.267639 0.042903 -0.164009 -0.038841 0.309048 -0.031009 -0.044975 -0.426983 0.16964 -0.06232 -0.015975 0.103572 0.280752 0.042415 -0.026373 -0.010419 -0.084955 0.004879 -0.310149 -0.157287 -0.155374 -0.169507 0.006706 0.080759 0.130459 -0.143475 0.157305 -0.189159 0.063924 0.339648 -0.118845 -0.056585 0.036091 0.061604 -0.018832 0.083178 0.165775 -0.080677 -0.122849
[ 0.053742 -0.460417 0.103149 0.107124 -0.206126 0.022789 0.028764 -0.042013 -0.088515 -1.37393 0.549113 -0.053273 -0.021828 0.219716 0.273802 0.234602 0.294666 -1.02402 0.307056 0.073055 -0.054643 0.179381 0.064011 -0.103925 -0.093538 -0.03119 0.140512 -0.111461 -0.09586 -0.130486 0.034988 -0.179033 0.065315 0.074639 -0.194285 0.146766 0.035201 0.303927 -0.049854 0.425218 -0.178979 -0.307612 0.256429 0.259004 -0.143274 -0.040967 0.189309 -0.05661 0.004397 -0.074118 -0.180617 0.114616 -0.120801 -0.114588 0.163221 -0.190287 -0.079003 0.265752 -0.090876 0.157387 -0.318829 -0.126889 0.337005 -0.421461 -0.185673 0.35697 -0.187731 -0.119863 -0.189887 -0.309153 0.013389 -0.158216 -0.252956 0.135532 0.296585 0.142169 -0.20132 0.034758 -0.170689 -0.147863 -0.161246 -0.082408 -0.037741 0.247925 -0.104608 0.502005 0.418459 -0.335614 -0.355523 0.084877 0.16585 -0.051445 0.062461 0.051497 -0.142364 0.405769 -0.211659 -0.282307 -0.042257 0.120909 -0.231726 0.060966 0.40577 -0.068014 -0.065955 -0.275941 0.261528 -0.164063 -0.194444 -0.014214 -0.021702 0.120027 0.001351 0.05417 0.032169 0.125943 -0.064693 0.111535 -0.097132 -0.182309 -0.156167 -0.094527 0.051463 -0.124033 -0.097413 -0.103319 -0.43901 -0.021487 0.229327 0.166926 0.057506 -0.106819 -0.168507 -0.042003 -0.103333 -0.13161 0.01584 0.016872 -0.144639 -0.212313 0.610498 -0.131868 -0.272011 0.021523 -0.148296 -0.15922 -0.00282 0.061393 -0.248443 0.413061 0.033243 0.049743 -0.263082 -0.408655 0.239872 0.15695 0.042 -0.01224 0.205908 -0.032301 0.13071 -0.028662 0.008015 0.101078 0.221376 0.222865 -0.148495 -0.060073 -0.290676 -0.185053 -0.067084 0.042598 0.011152 -0.046382 0.217724 -0.007167 0.207327 -0.059496 -0.043873 -0.004875 0.0421 -0.070437 0.198238 0.142438 0.41573 0.15252 0.189361 -0.043719 -0.21505 -0.062457 0.188976 -0.20159 0.184721 -0.222426 0.294161 -0.183154 0.159306 0.162615 0.227534 -0.154742 0.088661 -0.13312 0.217892 -0.070341 -0.380526 -0.013975 -0.176351 0.171899 0.028317 0.074255 0.15672 0.058632 0.040275 0.265328 -0.115266 -0.538282 0.211378 0.064121 0.342037 -0.024576 0.080111 -0.100363 0.209925 -0.015855 -0.103728 -0.203348 -0.039999 -0.346052 -0.119558 -0.152123 0.104219 -0.321089 -0.157789 -0.069688 0.006565 0.012756 0.149314 0.180961 0.084121 -0.201106 -0.133228 0.066421 -0.006311 -0.176561 -0.440804 0.119361 0.024986 0.068293 0.189349 -0.256899 0.182559 -0.042324 -0.058615 -0.089363 0.066904 -0.537897 -0.073486 0.129524 0.194106 -0.069627 0.046209 -0.2773 -0.010131 -0.150941 0.009035 0.198215 0.072969 -0.128051 -0.333361 0.128281 -0.330098 0.162265 0.054562 0.138989 -0.032327 0.126204 -0.087069 -0.178737 -0.033554 -0.336745 -0.213644 -0.091564 -0.147153 0.018954 0.09198 0.229487 -0.194724 0.145355 -0.16323 0.061706 0.345465 -0.122194 -0.202767 0.103447 0.0402 0.0216 -0.000674 0.171106 -0.03638 -0.00511
_ 0.328582 -0.323667 -0.016903 -0.076467 -0.025397 0.107108 0.134252 0.055065 0.011087 -1.462875 0.243926 -0.009855 -0.017963 0.304657 0.311411 0.18675 0.134254 -1.0393 0.237235 0.089744 -0.089865 0.299873 0.111145 -0.116639 -0.190741 -0.259654 0.171652 -0.010003 -0.190534 -0.070246 0.269445 -0.155842 0.098559 0.032851 -0.175627 0.21804 0.078636 0.081025 0.047265 0.331767 0.095831 -0.207853 0.064592 -0.088185 -0.202746 -0.064779 0.166122 -0.06887 -0.031211 0.065352 -0.010025 0.020858 0.107867 -0.074837 0.00031 -0.047546 -0.029959 0.012531 0.071347 0.016747 -0.207734 -0.175919 0.245704 -0.446966 -0.113326 0.282328 0.059071 -0.062727 -0.112022 -0.271595 -0.038837 -0.121655 -0.0969 0.04395 0.099034 0.239053 -0.341551 0.05799 0.082865 -0.314935 -0.196953 0.000556 -0.097368 0.181974 -0.002702 0.306149 0.623559 -0.343809 -0.227052 -0.057354 -0.0505 0.105056 0.10677 0.105363 -0.082951 0.305995 -0.115933 0.004045 0.106667 0.168922 -0.058015 -0.22522 0.382528 -0.07083 -0.046079 -0.333103 0.132597 -0.322552 -0.368244 0.023807 -0.155565 -0.059373 0.025513 0.09516 0.099534 0.210309 -0.011414 -0.216287 -0.066133 -0.122272 -0.249699 -0.069519 0.118547 0.074655 -0.133077 0.017588 0.003066 -0.107774 0.013471 0.096535 -0.041695 -0.035029 -0.003893 0.087801 -0.118597 0.010287 0.084049 -0.137726 -0.149104 0.007714 0.796741 0.086931 -0.247135 -0.085922 -0.085055 0.102321 0.162883 0.080579 -0.077601 0.126872 0.136289 0.285107 -0.171117 0.08453 0.106062 0.032022 0.002799 -0.180341 0.212551 0.035746 0.094748 -0.013783 -0.025673 0.268272 0.298192 0.254059 -0.164951 0.016409 -0.165039 0.027901 -0.028128 0.150346 0.078131 0.181204 0.173314 -0.044239 0.127637 -0.097113 -0.314841 -0.04365 -0.016876 -0.047711 0.210014 0.163578 0.2123 0.116916 0.011052 -0.055772 -0.182496 -0.060983 0.207293 0.05117 0.050544 -0.142699 0.169111 -0.120358 0.331478 0.091188 0.396129 -0.013823 -0.063424 0.131388 0.030111 -0.046178 -0.359484 0.002245 0.072099 0.053297 0.24731 0.025944 0.073424 0.140268 0.157069 0.210786 -0.299143 -0.264912 0.132427 -0.118431 0.112102 -0.016406 0.196842 0.054363 0.276167 -0.046553 -0.178593 -0.180548 -0.077184 -0.235456 -0.110931 -0.419119 0.206375 -0.316687 -0.294724 -0.169735 -0.124637 0.111281 -0.075159 0.151288 0.013092 -0.130751 -0.000527 -0.052031 0.021342 -0.059437 -0.133745 0.205316 0.152441 0.113366 0.293173 -0.098297 -0.032666 0.062627 -0.000602 0.060444 -0.111293 -0.355777 -0.069521 0.075682 0.001199 0.012288 -0.100194 -0.150928 0.020353 -0.327939 -0.139398 0.273805 0.112314 -0.13886 -0.181047 -0.032865 -0.316304 -0.018507 0.080961 0.202244 0.138823 0.021179 0.016455 -0.023056 -0.221008 -0.327725 -0.257093 -0.193889 -0.08651 -0.060153 0.213394 0.123321 -0.224794 0.224692 -0.195017 0.198228 0.603204 -0.072845 -0.219506 -0.0265 0.127724 -0.118661 0.013463 0.162131 -0.169301 -0.291012
c 0.238415 -0.301016 0.128149 0.017833 -0.134339 0.108552 0.064181 0.112759 -0.08216 -1.267718 0.404538 -0.076438 -0.066725 0.181512 0.264913 0.037967 0.187166 -1.109026 0.335662 0.047088 0.041908 0.046388 0.098603 -0.004575 -0.091568 -0.032598 0.118702 -0.022845 -0.128582 -0.0106 0.148287 -0.1939 0.08869 -0.014563 -0.240424 0.083205 -0.029779 -0.04716 0.057957 0.146655 -0.115609 -0.086026 -0.154125 0.011455 -0.040351 -0.049767 0.190875 -0.180817 -0.087257 0.040991 0.060895 -0.007245 0.061437 -0.014717 0.032582 -0.077913 -0.003923 -0.016528 -0.013155 0.108426 -0.009976 0.070965 0.007377 -0.37636 -0.11964 0.167914 -0.016147 -0.115857 -0.031781 -0.218196 -0.031152 -0.044904 -0.178196 0.003758 -0.096501 -0.121317 -0.116858 0.102735 -0.021707 -0.131704 -0.062942 -0.067381 0.10246 0.082633 -0.02497 0.262784 0.484107 -0.013743 -0.326041 -0.14694 0.103823 -0.0851 0.052597 0.139776 -0.086042 0.366595 -0.045603 -0.063109 -0.040327 0.05047 -0.023429 -0.067506 0.105642 0.06056 -0.02148 -0.764226 -0.020972 -0.118397 -0.135533 -0.112966 -0.122621 0.261425 -0.158191 0.023095 -0.05726 0.08623 -0.02653 -0.031694 0.047844 -0.038654 -0.063694 -0.016405 0.045966 0.182433 -0.000286 -0.030203 -0.076594 0.014723 0.119914 0.068889 -0.126045 -0.01109 0.022582 0.110511 -0.082385 -0.043108 -0.003797 -0.049985 -0.094652 0.055084 0.680715 -0.038841 -0.2459 -0.049942 0.020952 0.086485 0.159077 -0.044076 -0.043145 0.174978 0.032444 -0.076672 0.002446 -0.027063 0.074319 0.151169 0.174477 -0.135717 0.052963 0.060294 -0.045598 0.060221 0.027499 0.238733 0.350295 0.139729 -0.161813 0.147843 -0.204267 -0.074761 0.009984 0.075796 0.191477 0.139917 0.111451 -0.058422 -0.058023 -0.087822 -0.292257 -0.036417 -0.024283 0.008333 0.087858 0.137099 0.22183 -0.033944 0.17426 -0.125943 -0.027133 -0.003151 0.215619 0.003673 0.125021 -0.121537 0.036751 -0.114839 0.19957 0.14886 0.299109 -0.263744 -0.081109 0.158611 0.048948 -0.072448 -0.258555 -0.054506 -0.014363 0.102569 0.085325 0.04684 0.082466 0.21672 -0.03193 0.230437 -0.166103 -0.255674 0.141412 -0.001618 0.500966 -0.024936 0.050757 -0.094698 0.184732 -0.158559 -0.094114 -0.14635 -0.12222 -0.191958 -0.134959 -0.280244 0.132367 -0.029392 -0.11608 -0.067583 0.029502 0.093664 0.027303 0.115847 0.148128 -0.139646 -0.034199 -0.012447 -0.120367 -0.104986 -0.053034 0.149916 0.083317 0.079861 0.315248 -0.042852 -0.038935 -0.049928 0.021338 0.088303 -0.084196 -0.516834 -0.055859 0.13599 -0.023385 -0.123369 -0.149502 -0.23672 -0.048341 -0.18839 -0.020066 0.316207 -0.014791 -0.031229 -0.406917 0.176413 -0.139584 -0.054221 0.154665 0.247109 0.034283 0.052839 0.009479 -0.01978 0.071906 -0.283435 -0.229701 -0.153431 -0.108586 -0.078139 0.083796 0.128999 -0.110072 0.13479 -0.184249 0.022299 0.343081 -0.114086 -0.043955 -0.007002 0.040686 0.024247 0.065019 0.165534 -0.066753 -0.115556
g 0.228195 -0.276816 0.115259 0.004166 -0.12058 0.113494 0.0592 0.087395 -0.085438 -1.223506 0.40033 -0.074004 -0.058844 0.184124 0.255605 0.023006 0.19669 -1.165595 0.314094 0.063409 0.049939 0.045597 0.091409 -0.001042 -0.0971 -0.024186 0.147933 -0.020827 -0.131112 -0.022747 0.136567 -0.175323 0.070774 -0.009352 -0.21398 0.074294 -0.029155 -0.043992 0.068423 0.134674 -0.136797 -0.092281 -0.184465 0.01648 -0.032676 -0.033839 0.17062 -0.182101 -0.079296 -0.003474 0.062605 -0.005743 0.043644 -0.00516 0.03789 -0.059575 0.016293 -0.017516 0.004037 0.098462 -0.019679 0.024022 -0.013306 -0.384336 -0.124672 0.135167 -0.015401 -0.104642 -0.024559 -0.220594 -0.032085 -0.038996 -0.177533 -0.010044 -0.101349 -0.121171 -0.090146 0.11375 -0.036256 -0.131192 -0.060842 -0.079292 0.114471 0.08972 -0.022611 0.266112 0.474668 -0.019942 -0.305102 -0.127178 0.08643 -0.112541 0.05322 0.149874 -0.075892 0.384803 -0.051425 -0.071512 -0.04641 0.063211 -0.002617 -0.067402 0.101651 0.043209 -0.021587 -0.737557 -0.024281 -0.114039 -0.114079 -0.123023 -0.122191 0.252634 -0.158882 0.015135 -0.049877 0.057091 -0.039429 -0.015664 0.052838 -0.064067 -0.049227 -0.013858 0.035859 0.156096 0.0138 -0.042463 -0.084921 0.005136 0.107653 0.082977 -0.151926 -0.00972 0.032352 0.102678 -0.091813 -0.066029 -0.000657 -0.022498 -0.090798 0.050824 0.634743 -0.034437 -0.26174 -0.050012 0.013878 0.098035 0.161619 -0.03325 -0.019991 0.171523 0.014195 -0.06909 0.003728 -0.041084 0.076604 0.145585 0.168872 -0.147578 0.050689 0.050316 -0.049343 0.055371 0.006618 0.262765 0.346093 0.12763 -0.159191 0.1457 -0.175138 -0.057456 -0.003055 0.074405 0.187751 0.143519 0.101395 -0.067461 -0.05495 -0.084775 -0.263107 -0.039391 -0.031259 -0.014926 0.072405 0.128385 0.209746 -0.011117 0.171721 -0.129684 -0.0157 -0.014511 0.220731 0.019329 0.116054 -0.127629 0.029777 -0.092318 0.198104 0.127243 0.273731 -0.275054 -0.084173 0.158144 0.04457 -0.075046 -0.232923 -0.052891 -0.016516 0.090798 0.086568 0.017496 0.089958 0.192783 -0.000754 0.214489 -0.175929 -0.251107 0.137006 -0.005082 0.498232 -0.03359 0.048975 -0.098721 0.213702 -0.163626 -0.119179 -0.145548 -0.12513 -0.180278 -0.129955 -0.278065 0.122087 -0.010481 -0.121085 -0.070056 0.010454 0.11494 0.021755 0.120335 0.139471 -0.139436 -0.059761 -0.002756 -0.118578 -0.085514 -0.075986 0.139596 0.058792 0.061143 0.331703 -0.032291 -0.042326 -0.065489 0.039632 0.096256 -0.064409 -0.496407 -0.037008 0.130659 -0.031957 -0.113746 -0.136627 -0.220575 -0.038598 -0.170771 -0.016789 0.318734 -0.013707 -0.023917 -0.423561 0.151876 -0.128408 -0.070137 0.143139 0.216088 0.048965 0.041771 0.016977 -0.019713 0.085056 -0.280477 -0.216475 -0.152658 -0.134113 -0.079779 0.087794 0.104183 -0.100949 0.125643 -0.184272 0.016771 0.333283 -0.112485 -0.019566 -0.01135 0.050954 0.038979 0.055232 0.187491 -0.099044 -0.128151
k 0.232059 -0.294826 0.107766 0.040943 -0.110416 0.123697 0.042886 0.053668 -0.069991 -1.274391 0.425453 -0.11199 -0.082622 0.197571 0.241298 0.016482 0.20539 -1.251605 0.322384 0.076648 0.074661 0.060809 0.137515 -0.000587 -0.112055 -0.02757 0.153013 -0.03863 -0.116957 -0.028952 0.137755 -0.203002 0.044015 -0.002125 -0.234939 0.095251 -0.024409 -0.003122 0.048727 0.095908 -0.15653 -0.102483 -0.167347 -0.006477 -0.031817 -0.025637 0.164046 -0.199235 -0.060112 -0.016707 0.076133 0.006551 0.036706 0.00959 0.04131 -0.074283 0.006177 0.02314 -0.024313 0.096315 -0.039849 0.017463 0.01512 -0.408367 -0.120343 0.110715 -0.032343 -0.086448 -0.000963 -0.222019 -0.043329 -0.017008 -0.169665 -0.01825 -0.140095 -0.124049 -0.080175 0.090411 -0.067269 -0.14417 -0.038601 -0.090162 0.152082 0.106341 -0.021913 0.287912 0.530842 -0.053347 -0.329059 -0.139182 0.105925 -0.106484 0.061278 0.153613 -0.076078 0.380284 -0.053157 -0.062732 -0.088795 0.111181 0.024057 -0.060065 0.111509 0.030108 -0.042467 -0.585611 -0.028703 -0.108182 -0.119132 -0.143335 -0.096187 0.255272 -0.183473 0.029478 -0.095804 0.026522 -0.044222 -0.038313 0.066709 -0.028732 -0.039155 -0.01761 0.03968 0.121984 0.032724 -0.022345 -0.107809 -0.003318 0.091582 0.114263 -0.146491 -0.026182 0.046092 0.114919 -0.11817 -0.053672 0.033771 -0.004913 -0.112812 0.059676 0.656016 -0.044551 -0.294525 -0.040379 0.027991 0.108988 0.166555 -0.009864 -0.03249 0.15 -0.014415 -0.087343 0.004323 -0.034457 0.084582 0.141869 0.156304 -0.163576 0.035774 0.050976 -0.037145 0.0267 0.019239 0.242122 0.375328 0.143922 -0.15151 0.157979 -0.223031 -0.054253 -0.030057 0.051981 0.155987 0.109939 0.080568 -0.075506 -0.043484 -0.079136 -0.274238 -0.04494 -0.034786 -0.027847 0.075841 0.126237 0.192059 -0.004688 0.198031 -0.137931 -0.030856 0.002889 0.223609 0.01244 0.128668 -0.144137 0.025621 -0.096874 0.204377 0.152703 0.273852 -0.254093 -0.11592 0.148278 0.050746 -0.106107 -0.220587 -0.058482 -0.00833 0.09617 0.097144 0.021361 0.131987 0.185044 -0.031411 0.236737 -0.159182 -0.222661 0.145946 -0.01348 0.514496 -0.035789 0.039766 -0.053699 0.260527 -0.181984 -0.13412 -0.122739 -0.095271 -0.186394 -0.142467 -0.232406 0.103692 -0.041179 -0.164572 -0.088854 0.028891 0.127131 0.009051 0.098975 0.172213 -0.135584 -0.063533 0.046194 -0.132735 -0.098761 -0.065612 0.134709 0.069352 0.063491 0.324799 -0.021423 -0.013872 -0.063422 0.044115 0.082403 -0.043006 -0.509484 -0.038517 0.164329 -0.041695 -0.147336 -0.119604 -0.246987 -0.022418 -0.1586 -0.057937 0.317647 -0.014423 -0.026324 -0.465607 0.187347 -0.102354 -0.07005 0.169946 0.263042 0.036101 0.012818 0.031498 -0.041591 0.066939 -0.295502 -0.220852 -0.191272 -0.15442 -0.070737 0.084613 0.112226 -0.112028 0.149744 -0.221745 0.022357 0.344272 -0.127189 -0.026546 0.036947 0.08884 -0.007312 0.071556 0.212169 -0.080149 -0.130874
o 0.237108 -0.303142 0.113173 0.011939 -0.127131 0.105788 0.06192 0.093022 -0.076033 -1.263842 0.414013 -0.083452 -0.066675 0.182592 0.248504 0.024221 0.198741 -1.167453 0.327334 0.053061 0.036741 0.038355 0.106707 -0.00112 -0.099621 -0.028797 0.132774 -0.028559 -0.119634 -0.013474 0.150442 -0.187338 0.080481 -0.01073 -0.237209 0.085588 -0.023976 -0.046968 0.057153 0.13036 -0.129496 -0.086111 -0.160931 0.01126 -0.038895 -0.054929 0.175505 -0.185042 -0.07421 0.023044 0.065463 -0.005006 0.063496 -0.007046 0.048024 -0.075609 0.00205 -0.014402 -0.011623 0.102284 -0.012471 0.054241 -0.0045 -0.38131 -0.124571 0.147315 -0.025637 -0.111776 -0.030784 -0.218457 -0.033552 -0.032666 -0.180616 0.008626 -0.102966 -0.121066 -0.103235 0.090906 -0.024365 -0.133995 -0.055039 -0.068039 0.109656 0.079619 -0.021001 0.272353 0.458051 -0.024237 -0.327781 -0.1497 0.099807 -0.088601 0.047761 0.149698 -0.079233 0.385007 -0.044029 -0.062996 -0.051723 0.069875 -0.007027 -0.057541 0.107871 0.060005 -0.02061 -0.673113 -0.027326 -0.121934 -0.138613 -0.131108 -0.110137 0.2581 -0.16504 0.02872 -0.056955 0.067756 -0.037099 -0.0172 0.041656 -0.03669 -0.059995 -0.023412 0.041045 0.167924 0.017019 -0.036074 -0.08142 0.00665 0.109884 0.082635 -0.1415 -0.016073 0.032226 0.112349 -0.091816 -0.046967 -0.005117 -0.030786 -0.102614 0.059851 0.699575 -0.041622 -0.264845 -0.04583 0.022099 0.093908 0.150818 -0.026682 -0.031571 0.163304 0.025294 -0.072755 -0.004924 -0.034114 0.077222 0.152159 0.174737 -0.150092 0.043395 0.045029 -0.041811 0.056114 0.013061 0.250826 0.361218 0.145116 -0.144083 0.165855 -0.197242 -0.067015 0.000188 0.07725 0.183948 0.133633 0.096909 -0.053595 -0.055805 -0.084308 -0.285504 -0.039703 -0.023678 -0.007007 0.089644 0.130988 0.219965 -0.030152 0.185668 -0.136802 -0.024134 -0.0056 0.218164 0.006179 0.118937 -0.12542 0.038536 -0.120004 0.192022 0.141896 0.289665 -0.256452 -0.087973 0.175026 0.046352 -0.081258 -0.239316 -0.057169 -0.015681 0.098738 0.087219 0.033245 0.093347 0.192847 -0.024914 0.23727 -0.167731 -0.244668 0.140265 0.004715 0.509575 -0.033579 0.046577 -0.087664 0.204218 -0.168603 -0.102962 -0.136203 -0.115275 -0.1815 -0.143349 -0.264744 0.118478 -0.025584 -0.132974 -0.069788 0.025121 0.097301 0.031736 0.108944 0.141936 -0.139282 -0.044671 -0.000424 -0.129961 -0.09925 -0.067361 0.15005 0.081929 0.078031 0.305569 -0.028936 -0.043291 -0.057905 0.034077 0.086074 -0.074541 -0.498202 -0.040304 0.141513 -0.021255 -0.125738 -0.139919 -0.244174 -0.045611 -0.179997 -0.028138 0.320488 -0.008868 -0.032816 -0.434 0.176695 -0.114538 -0.062625 0.152634 0.248886 0.04246 0.034099 0.00756 -0.02904 0.072109 -0.284821 -0.22373 -0.159549 -0.136142 -0.071281 0.09212 0.134323 -0.101977 0.136364 -0.197187 0.021653 0.347114 -0.114203 -0.034073 0.004029 0.059221 0.011786 0.066101 0.175425 -0.071122 -0.119425
s 0.241957 -0.300832 0.113757 -0.011224 -0.118235 0.100853 0.068564 0.113131 -0.068992 -1.221799 0.411823 -0.081881 -0.046427 0.170501 0.255255 0.035863 0.177387 -1.161364 0.307288 0.044216 0.034159 0.056552 0.11542 -0.015089 -0.101245 -0.020534 0.11119 -0.036971 -0.12608 -0.013268 0.138441 -0.173779 0.063359 -0.017546 -0.214146 0.082767 -0.037181 -0.057821 0.052819 0.144974 -0.155372 -0.085903 -0.173328 0.028179 -0.037239 -0.043156 0.185505 -0.178172 -0.075091 0.027226 0.046423 -0.013136 0.048858 -0.017558 0.034831 -0.072568 -0.002481 -0.018337 -0.004653 0.107487 0.001381 0.032283 0.002274 -0.370223 -0.127898 0.16775 0.000514 -0.101425 -0.017967 -0.213052 -0.020094 -0.027225 -0.162456 0.009767 -0.075422 -0.125448 -0.093554 0.097267 -0.016499 -0.129856 -0.061089 -0.06231 0.091714 0.075158 -0.032681 0.256325 0.479974 -0.029236 -0.309254 -0.154047 0.083428 -0.120297 0.07165 0.152086 -0.068588 0.383282 -0.030294 -0.062979 -0.052905 0.057939 -0.014576 -0.058505 0.109945 0.049352 -0.015911 -0.746996 -0.030524 -0.112317 -0.136253 -0.118717 -0.128026 0.240819 -0.15382 0.016006 -0.064227 0.068065 -0.023033 -0.014705 0.040301 -0.048041 -0.051435 -0.021872 0.031809 0.166557 0.022775 -0.039577 -0.066451 0.011922 0.113057 0.074251 -0.121533 -0.007604 0.015873 0.107513 -0.071805 -0.028859 0.004034 -0.032535 -0.086775 0.072465 0.655875 -0.05025 -0.235966 -0.057281 0.022815 0.102476 0.158388 -0.031771 -0.033662 0.172129 0.040262 -0.086901 0.003274 -0.022937 0.072333 0.144601 0.161182 -0.138133 0.047322 0.04271 -0.020642 0.051477 0.022991 0.256671 0.347501 0.123553 -0.14378 0.139694 -0.183656 -0.067318 0.011824 0.066156 0.202337 0.140042 0.103956 -0.044837 -0.060223 -0.076275 -0.278827 -0.040824 -0.032637 0.007726 0.081111 0.136075 0.197552 -0.033316 0.156825 -0.140232 -0.004635 0.021628 0.23488 0.013576 0.122844 -0.135135 0.023789 -0.112997 0.19483 0.129338 0.295604 -0.253319 -0.09084 0.161278 0.053767 -0.082616 -0.233685 -0.047621 -0.01003 0.090527 0.072429 0.0334 0.088105 0.199103 -0.027913 0.214055 -0.177892 -0.25123 0.140031 -0.011446 0.506474 -0.048669 0.052337 -0.08633 0.202569 -0.169215 -0.096463 -0.113664 -0.120987 -0.186782 -0.162465 -0.271823 0.12136 -0.025413 -0.108658 -0.062094 0.028845 0.09552 0.025911 0.09282 0.134943 -0.12992 -0.040938 0.005914 -0.144206 -0.085995 -0.052892 0.139751 0.048966 0.073104 0.311585 -0.023391 -0.046324 -0.051891 0.026129 0.094345 -0.07377 -0.487337 -0.036703 0.149175 -0.031926 -0.107845 -0.134433 -0.233198 -0.061271 -0.162471 -0.017962 0.334376 -0.005685 -0.014578 -0.413999 0.167605 -0.133451 -0.068006 0.140877 0.226069 0.037611 0.028626 0.014702 -0.013421 0.080058 -0.27586 -0.220116 -0.158835 -0.132497 -0.077568 0.096868 0.128547 -0.084701 0.127219 -0.197417 0.025449 0.322565 -0.118967 -0.032609 -0.012105 0.053935 0.027119 0.058221 0.153751 -0.064368 -0.133178
w 0.233774 -0.281845 0.125783 0.034102 -0.12983 0.107371 0.060108 0.086725 -0.031898 -1.255429 0.390206 -0.102429 -0.083081 0.170905 0.226195 0.051731 0.199184 -1.156594 0.347684 0.064197 0.042619 0.049045 0.129419 0.01025 -0.102896 -0.046055 0.138921 -0.014303 -0.123899 0.003441 0.140843 -0.19584 0.048562 -0.001997 -0.219317 0.105922 -0.01642 -0.006519 0.06453 0.160079 -0.162004 -0.101744 -0.138013 -0.011629 -0.039519 -0.041214 0.167756 -0.189371 -0.073713 -0.003549 0.055477 -0.006786 0.053155 -0.016054 0.024464 -0.085736 0.007635 -0.023575 0.02842 0.08824 -0.054747 0.040264 0.019291 -0.376301 -0.131608 0.185574 -0.034168 -0.094828 -0.032045 -0.207173 -0.006922 -0.054544 -0.153791 -0.009264 -0.09209 -0.081729 -0.107816 0.126893 -0.03622 -0.153886 -0.071816 -0.047274 0.109302 0.088664 -0.020147 0.277139 0.508626 0.000731 -0.299451 -0.142036 0.074813 -0.099278 0.038749 0.17496 -0.078058 0.379905 -0.042913 -0.053931 -0.048692 0.07181 -0.012811 -0.065233 0.130365 0.054026 -0.030956 -0.676162 -0.010124 -0.146242 -0.14938 -0.128204 -0.106777 0.226619 -0.12168 0.061429 -0.055714 0.10608 -0.033888 -0.01722 0.046512 -0.051667 -0.071082 -0.032708 0.038855 0.140573 0.008652 -0.051383 -0.092848 -0.021117 0.117876 0.064292 -0.149604 -0.035124 0.021731 0.10871 -0.096752 -0.056481 0.01367 -0.020041 -0.104855 0.035895 0.637093 -0.047028 -0.250373 -0.063338 0.034805 0.066173 0.14226 -0.026406 -0.093871 0.16204 2.3e-05 -0.063322 -0.011678 -0.011467 0.083623 0.13384 0.156995 -0.134159 0.063637 0.036382 -0.020721 0.038761 -0.007883 0.270436 0.351423 0.158822 -0.14256 0.121771 -0.187896 -0.067049 -0.018923 0.08259 0.185911 0.118562 0.115969 -0.042499 -0.033722 -0.077054 -0.270554 -0.02434 -0.039873 -0.026487 0.093259 0.136343 0.241912 -0.012874 0.174317 -0.162026 -0.022293 0.003536 0.224223 -0.002753 0.151716 -0.136836 0.061583 -0.108573 0.220613 0.138828 0.295099 -0.294833 -0.079146 0.137603 0.039361 -0.096767 -0.239627 -0.024715 0.003068 0.06638 0.127269 0.009314 0.105552 0.170077 -0.006358 0.260272 -0.161699 -0.258044 0.142083 -0.013123 0.493313 -0.023377 0.07559 -0.129804 0.220209 -0.137141 -0.10166 -0.184314 -0.15452 -0.204477 -0.140233 -0.259683 0.135653 -0.038243 -0.112779 -0.056921 0.049254 0.074477 0.024651 0.099927 0.148173 -0.140555 -0.050421 -0.020765 -0.120899 -0.093593 -0.06028 0.155019 0.095901 0.102013 0.311707 -0.020255 -0.028029 -0.054387 0.022166 0.071688 -0.065732 -0.507101 -0.025408 0.141166 -0.053838 -0.130265 -0.130083 -0.240606 -0.014127 -0.205264 -0.010774 0.291157 0.006159 0.004211 -0.427516 0.20221 -0.162282 -0.03941 0.152865 0.232522 0.045879 0.048688 0.010541 -0.032495 0.050824 -0.305436 -0.23684 -0.170822 -0.186671 -0.054333 0.096932 0.147233 -0.137037 0.137224 -0.164452 0.008261 0.332642 -0.135649 -0.032994 0.014942 0.047722 0.000638 0.053899 0.178318 -0.054301 -0.1097
{ 0.14184 -0.100637 -0.052621 -0.145823 0.200861 -0.028708 0.109422 -0.161859 -0.191983 -1.499423 -0.022439 0.060532 0.201087 0.432854 0.254001 0.532956 0.40897 -0.367229 0.118194 -0.171159 -0.021824 0.416168 -0.059592 -0.141245 -0.102505 -0.237129 0.359496 -0.08011 0.316867 -0.048378 0.035421 -0.334041 0.239454 -0.026222 -0.093734 0.228769 0.03262 0.311141 -0.124552 0.934379 -0.238714 -0.273517 0.496627 -0.036495 -0.239822 -0.126569 0.286968 0.08922 0.073446 0.06885 0.039782 0.279354 0.262779 -0.103064 0.243194 0.31424 -0.255185 -0.178147 -0.000543 -0.16227 -0.378147 -0.235259 0.480411 -0.650844 0.123033 0.256389 0.023309 -0.387444 0.07524 -0.442197 0.349289 0.074936 -0.402059 0.342484 0.307399 0.063692 -0.278676 0.034891 0.000459 -0.585532 -0.060122 0.213975 0.007514 0.22866 0.271718 0.294696 0.773287 -0.941539 -0.214803 0.163597 -0.100696 0.002213 -0.116415 -0.081543 0.084699 0.424081 -0.421524 -0.170648 0.138892 0.049827 -0.044585 0.095253 0.113072 -0.395297 0.075097 -0.30421 0.200146 0.076624 -0.30551 0.193059 -0.242319 -0.116352 0.018955 0.457045 -0.251818 0.020079 -0.14581 -0.525391 -0.146841 0.098511 -0.111487 -0.251951 0.374269 -0.096961 -0.18464 -0.030756 0.045813 -0.236012 0.321012 0.058363 0.190713 0.249292 0.096259 0.276273 0.259405 0.148924 -0.231036 0.271785 -0.135857 -0.236903 0.170458 0.631179 -0.389471 0.082014 0.041099 -0.305747 -0.070941 -0.198386 -0.49183 0.291579 0.13827 0.156937 -0.384696 -0.036917 0.159699 0.135878 0.002563 -0.202051 0.032737 -0.091347 0.270865 0.244807 -0.010468 0.136816 0.426317 -0.204462 -0.205466 0.058871 0.093365 0.127182 -0.219445 0.021691 -0.154501 0.214453 0.507891 -0.278953 0.366738 -0.152984 -0.609368 -0.197308 -0.056357 -0.464027 0.167483 0.293127 -0.189805 -0.140964 0.018721 0.006501 -0.062906 -0.226201 0.247045 0.301844 0.088384 -0.042114 1.042376 -0.251022 0.252323 -0.392353 -0.052196 0.103207 -0.532218 -0.080846 -0.079071 0.093634 -0.412443 -0.42547 -0.192133 0.183637 0.152695 0.007721 0.257026 0.030523 0.4063 -0.16929 -0.228239 -0.114342 0.140302 0.008829 0.024849 0.133059 0.277482 0.26933 0.135182 -0.184018 -0.174747 0.116827 0.118721 -0.287232 -0.254226 -0.495644 0.032999 -0.878867 -0.033048 -0.636342 -0.173379 0.074387 -0.268373 0.107771 0.215754 0.04074 -0.052609 -0.305499 0.172298 0.117217 -0.156833 -0.366648 -0.082898 -0.204953 0.235362 0.149619 0.183691 0.061484 -0.087754 -0.332561 -0.362268 -0.453582 -0.018403 -0.081683 -0.529406 -0.001865 -0.18363 -0.047158 0.24316 0.133776 -0.185612 0.155675 0.393393 -0.253917 -0.086736 -0.217943 -0.541156 -0.106718 0.035778 0.02599 0.21585 0.039721 -0.05173 0.189434 0.024478 -0.195789 -0.372736 -0.423876 -0.005124 0.041353 0.496757 -0.117672 0.143185 0.442702 -0.038854 0.26431 0.517056 -0.376936 -0.271289 0.121547 0.164816 -0.164237 -0.139413 0.106712 -0.415625 -0.219745
" 0.295743 -0.547023 0.263213 0.015079 0.121433 -0.163836 0.324178 -0.057924 -0.049021 -1.727681 0.60795 -0.281926 -0.156571 0.64983 0.353901 0.209725 0.310187 -1.268703 0.624325 0.244108 0.131563 0.129809 0.168613 -0.106663 -0.412394 -0.030982 0.214096 0.098439 -0.137746 0.010301 0.343628 -0.207011 0.559779 -0.015951 -0.317149 0.03376 -0.193807 0.086873 -0.027941 0.341144 -0.013811 -0.066683 0.022264 0.101911 -0.112304 -0.194846 0.337214 -0.200383 0.172315 0.291156 -0.173862 0.06231 0.014829 -0.078985 0.100187 -0.232304 -0.055216 -0.09124 0.052224 0.212613 -0.092279 -0.225864 0.260172 -0.770802 0.028559 0.430864 0.246808 0.07424 -0.068124 -0.350348 -0.139199 -0.11817 -0.228339 0.023284 0.007629 0.052839 -0.353457 0.435012 0.065165 -0.712818 0.07689 -0.064882 -0.112061 0.430596 -0.116826 0.323631 0.507746 0.01898 -0.56227 -0.02497 -0.055955 0.056334 0.191184 0.241659 -0.286588 0.611519 0.084392 -0.055507 0.124984 0.283739 0.080169 -0.086377 0.304398 0.015467 0.060332 -0.575965 0.314991 -0.415786 -0.500791 -0.148347 -0.199279 -0.221275 -0.175886 0.322895 0.319799 0.42535 -0.039842 0.092433 0.161661 -0.133843 -0.457268 -0.457079 0.081876 0.136432 -0.136873 0.044021 -0.32093 -0.123187 0.126064 0.277691 -0.215622 0.23724 0.009577 0.228668 0.105934 0.093506 0.149009 -0.026812 -0.129356 -0.240636 0.697265 -0.195204 -0.339729 -0.139611 0.095277 0.123583 0.067499 0.187553 -0.009537 0.474798 0.016935 0.320383 -0.405718 0.169704 0.035245 0.205572 0.093613 -0.162042 0.235181 -0.271569 0.512306 -0.102587 0.07851 0.335402 0.085308 0.164692 -0.393934 0.030272 -0.417943 -0.172761 -0.230686 0.345879 0.429589 -0.01308 0.465069 0.050946 -0.038558 -0.013772 -0.290386 0.063483 -0.428859 -0.197216 0.277928 0.149939 0.350237 0.030871 0.061021 -0.123677 -0.263648 -0.12382 0.092011 -0.093362 0.50762 0.177036 0.300757 -0.250913 0.45902 -0.145626 0.454421 -0.421314 -0.095655 -0.019639 0.097857 -0.109266 -0.467259 0.169554 0.160184 0.023467 0.356614 0.003923 -0.002175 0.196894 0.000241 0.451511 -0.413588 -0.573723 0.425825 -0.077104 0.629438 -0.18619 0.353821 0.253536 0.246645 -0.183399 -0.059001 -0.19867 -0.200997 -0.482935 0.013669 -0.629692 0.075396 -0.064906 -0.064395 -0.315537 0.170805 0.356656 -0.001528 0.366049 0.278348 -0.151471 -0.245481 0.034061 0.035853 -0.358339 -0.157043 0.395684 0.527685 -0.005364 0.436713 -0.127702 -0.459199 -0.138517 0.237321 -0.145302 0.018281 -0.089135 0.111942 0.249637 -0.094713 -0.210857 0.051134 -0.074599 0.230708 -0.439524 0.208569 0.419273 0.236166 -0.059865 -0.380564 0.127331 -0.454707 -0.126372 0.115911 0.281696 0.112941 -0.185685 0.040734 0.048964 0.060447 -0.455521 -0.588856 -0.333859 -0.436187 -0.051081 0.665522 0.247009 -0.414833 0.321217 -0.141666 0.125168 0.609074 0.14958 -0.177021 -0.211245 0.250222 -0.200006 0.360953 0.362796 -0.013801 -0.153305
& 0.258028 -0.325824 0.079026 0.03719 -0.067716 0.093797 0.040645 0.060869 -0.052901 -1.305283 0.158202 -0.193801 -0.05945 0.052852 0.263646 -0.125567 0.077415 -1.059482 0.260149 0.174986 0.111037 0.158293 -0.033894 -0.134686 -0.108725 0.019373 0.030655 0.069754 -0.110602 -0.02875 0.050745 -0.125957 -0.078935 0.170591 -0.255279 0.101924 0.029098 0.074449 0.071971 0.208425 -0.112286 0.110486 -0.096504 -0.129187 -0.077301 0.061442 0.202935 -0.226332 0.005701 0.073508 0.102109 -0.163578 0.176921 0.030023 -0.016404 -0.097756 0.035657 -0.000986 0.000363 0.024079 -0.061594 -0.125592 -0.028602 -0.212195 -0.186039 0.166626 0.089347 -0.107222 -0.154308 -0.111279 -0.100343 0.068687 -0.110002 0.070458 -0.098886 0.037577 0.022542 0.066217 -0.037197 -0.232539 0.036641 -0.09738 0.078098 -0.018802 0.024098 0.24883 0.201044 -0.105386 -0.276125 -0.11996 -0.034315 -0.019498 0.198178 -0.035424 -0.034431 0.378304 0.038797 -0.065376 0.014788 0.13212 0.110455 -0.155154 0.088733 0.149788 -0.050835 -0.426314 0.093349 -0.15445 -0.188543 -0.140657 -0.080435 0.295695 -0.177653 0.058568 0.061784 0.110813 -0.008123 -0.030149 0.030008 -0.073586 0.090257 -0.060879 0.038256 0.157155 0.002699 0.022977 -0.091927 -0.041378 0.00017 0.062313 -0.183323 -0.079306 0.014165 -0.007129 -0.020205 0.057158 0.047076 -0.031305 -0.058719 -0.073379 0.914257 -0.176256 -0.117983 -0.030548 0.00024 0.062559 -0.011585 -0.02613 -0.05703 0.140192 -0.114771 0.001693 0.028084 -0.0156 0.110629 0.050592 0.02007 -0.058821 0.141135 0.17852 -0.315929 0.148233 -0.113434 0.179293 0.370826 0.152208 -0.165967 0.038888 -0.122212 0.015649 0.060995 0.031992 0.107664 0.068243 0.071583 -0.060822 -0.031348 0.169995 -0.289555 0.163338 0.01736 -0.01906 0.041104 0.064613 -0.03292 0.073434 0.171185 -0.160243 0.037651 0.028812 0.336661 -0.081265 -0.002296 0.023218 0.05007 -0.155224 0.236485 0.101785 0.114007 -0.184071 -0.09617 0.136438 -0.028803 -0.061321 -0.169882 -0.205811 0.158307 0.107012 0.129582 0.092515 0.068952 0.247346 0.153499 0.195589 -0.106553 -0.122789 0.213968 -0.13548 0.418969 -0.013587 -0.030274 -0.068551 0.209918 -0.128581 -0.14256 -0.037545 -0.095439 -0.178494 -0.043951 -0.274951 -0.010106 -0.056449 -0.236145 -0.088419 0.093995 -0.044722 -0.080291 -0.045636 0.156159 -0.201537 -0.048625 0.010776 -0.112619 -0.030375 -0.080781 0.097742 0.02987 0.032892 0.241556 0.044124 0.054399 -0.107774 -0.069193 -0.03263 -0.0945 -0.457567 0.002734 0.25003 -0.087142 -0.100579 -0.052236 -0.119269 -0.135392 -0.063253 0.104151 0.273572 -0.045642 -0.039785 -0.164901 0.210216 0.017954 -0.006785 0.092482 0.230844 0.026248 0.055784 -0.023119 -0.073789 0.033012 -0.323424 -0.2503 -0.179587 -0.092896 0.039501 0.080803 0.058068 -0.160643 0.158768 -0.153151 0.205318 0.188124 -0.115003 -0.003181 0.085315 0.01226 -0.083707 0.013788 0.144181 -0.088467 -0.106056
* 0.242762 -0.071878 0.062251 0.055454 -0.196992 0.118927 0.13004 -0.102553 -0.007423 -1.594393 0.340008 -0.078407 0.073648 0.235936 0.299398 0.144101 0.322926 -1.046395 0.230849 0.254614 -0.147965 0.171072 0.079768 0.068878 -0.270541 -0.192441 0.081802 0.143613 -0.152163 -0.050503 0.386673 -0.21413 0.149856 0.005008 -0.076831 0.074839 -0.046222 0.292266 0.06204 0.435135 0.0047 -0.140841 0.237604 -0.174196 -0.171086 0.136915 -0.003545 -0.107451 -0.000858 0.214611 -0.002355 -0.121145 0.066069 -0.039119 0.062254 -0.220817 -0.039832 -0.07671 -0.018137 -0.197429 -0.418883 -0.360278 0.094658 -0.320941 -0.464465 0.527545 0.104091 0.188877 -0.128047 0.057329 0.281471 -0.135529 0.149885 0.157465 0.116493 0.138109 -0.402704 -0.065695 -0.07236 -0.212609 -0.263383 0.178901 -0.401035 0.132023 0.162011 0.227983 0.482447 -0.937811 -0.035539 0.158476 -0.08119 0.218565 0.270881 -0.082313 -0.05014 0.473081 -0.118884 0.192765 0.20999 0.190781 -0.291937 0.09447 0.491004 -0.1412 -0.001375 -0.19222 0.46199 -0.274783 -0.314137 -0.070394 0.101813 -0.150477 0.211554 -0.169844 0.166557 0.323923 -0.289894 -0.202247 -0.027391 -0.108961 -0.165524 -0.226021 -0.001851 -0.009134 -0.11142 -0.29458 -0.005498 -0.141389 0.149744 0.281219 -0.036646 -0.370658 -0.255009 0.192143 -0.292854 0.346544 0.038713 0.117325 -0.064207 0.033596 0.730193 0.025035 -0.241972 -0.204408 -0.086756 -0.003934 -0.195984 0.11091 -0.167341 0.208511 0.049679 0.505465 -0.368014 -0.042367 -0.010516 0.186368 -0.00287 -0.10291 0.273671 -0.208613 0.459653 0.098463 -0.084063 0.158358 0.288292 0.210761 -0.407165 -0.075697 0.044191 0.130638 -0.046309 0.404067 0.16547 0.11299 0.28475 -0.040476 0.044343 -0.246127 -0.247653 -0.005049 -0.13085 -0.143745 0.14467 -0.080129 0.357635 -0.040343 0.012867 -0.278778 -0.075493 0.049251 -0.069985 -0.415157 0.234468 -0.188053 0.170315 0.034923 0.496413 0.133349 0.351941 -0.27558 -0.050618 0.00615 -0.018291 -0.133933 -0.14203 0.195045 0.108797 0.007757 0.079804 -0.005953 0.03109 0.010661 0.176153 0.585641 -0.319362 -0.261368 0.191311 -0.150516 0.195041 0.038343 -0.010506 -0.039759 0.463995 0.270281 -0.425368 -0.219315 -0.077127 -0.176465 -0.184817 -0.373563 0.138313 -0.130421 -0.54099 -0.095911 -0.161655 0.468016 0.150138 -0.118641 -0.229498 -0.022536 -0.031287 -0.034708 -0.012761 -0.142385 0.045834 0.182023 -0.129753 0.097505 0.255812 0.205193 -0.366329 -0.017407 -0.04755 -0.408792 -0.25376 -0.36241 0.0267 -0.117818 -0.239712 -0.021953 -0.195769 0.024546 0.005767 -0.501938 -0.228091 0.256094 0.129301 -0.226023 0.10511 -0.159826 -0.447326 -0.105784 -0.155471 0.003449 -0.06137 0.149447 -0.032255 -0.048033 -0.25102 -0.26509 -0.233345 -0.392494 -0.208581 -0.099381 0.304593 0.034513 -0.362723 0.149439 -0.011455 0.115328 0.467169 -0.250468 -0.460762 -0.03587 0.283478 -0.262588 0.032443 0.359808 -0.139448 -0.100228
. 0.156439 -0.289205 0.197438 0.028739 -0.18376 0.126963 0.073421 0.126997 0.026968 -1.485198 0.383139 -0.082614 -0.167821 0.149249 0.315251 0.051882 0.204744 -1.136922 0.332092 0.04678 0.000807 0.033358 0.132047 0.049669 -0.102286 0.012972 0.091629 -0.009285 -0.144621 0.009132 0.16269 -0.261059 0.107129 0.014783 -0.242847 0.089442 -0.024477 0.138645 0.100455 0.296948 -0.121629 -0.123353 -0.061149 0.047197 -0.082953 -0.064039 0.179204 -0.170682 -0.111646 0.049757 0.085 0.025207 0.014616 0.044347 0.073 -0.165607 -0.032537 0.031942 0.026915 0.074431 -0.006647 -0.126158 -0.088006 -0.448549 -0.265016 0.201097 -0.01226 -0.161956 -0.057112 -0.2056 -0.053301 -0.090923 -0.162521 -0.019806 0.03538 0.0093 -0.110463 0.12862 -0.072147 -0.166876 -0.083537 -0.037865 0.111316 0.048028 0.033626 0.26757 0.573334 -0.121911 -0.290549 -0.141143 0.096951 -0.040062 0.053041 0.142415 -0.160878 0.370641 -0.047189 -0.05785 0.01 0.060029 -0.039755 -0.104396 0.229014 0.103194 -0.020719 -0.550506 0.06427 -0.184138 -0.163429 -0.037381 -0.059961 0.211613 -0.109001 0.109064 -0.095264 0.1379 0.037388 -0.074459 0.11494 -0.171806 -0.174743 0.038221 -0.075505 0.107353 -0.070237 -0.062731 -0.100642 -0.002036 0.029748 0.034968 -0.134178 -0.011785 0.030175 0.12785 -0.157829 -0.051493 0.031171 0.043602 -0.14551 0.03737 0.804713 0.028504 -0.23073 -0.002284 0.07286 0.079825 0.135765 -0.025085 -0.14726 0.163325 0.023223 -0.041766 -0.062489 -0.029103 0.059348 0.18481 0.156426 -0.093312 0.173771 0.064192 0.012668 -0.036263 -0.01822 0.146786 0.295616 0.26202 -0.180151 0.206258 -0.228476 -0.063484 0.034714 0.074928 0.178423 0.107159 0.175005 -0.066522 -0.050121 -0.144342 -0.301797 -0.069271 -0.026343 0.029929 0.114064 0.177382 0.252149 0.039817 0.160045 -0.202922 -0.058487 0.09543 0.189783 0.042329 0.154371 -0.165476 0.046579 -0.179447 0.198602 0.138179 0.265598 -0.33453 0.054404 0.133229 0.051154 -0.02642 -0.246724 -0.045778 0.023902 0.041058 0.121904 0.050036 0.225054 0.152594 -0.003921 0.276786 -0.120723 -0.199616 0.166304 0.023551 0.385892 0.064713 0.086933 -0.156289 0.180113 -0.170802 -0.147823 -0.176529 -0.098525 -0.249798 -0.13334 -0.226612 0.13389 -0.000565 -0.155364 -0.125471 0.058404 0.110096 0.012535 0.12755 0.188067 -0.187247 -0.02854 -0.060475 -0.072948 -0.090595 -0.07503 0.137035 0.093227 0.113314 0.320394 -0.03224 -0.054269 0.099921 0.044384 0.067083 -0.086246 -0.514421 -0.042184 0.10426 -0.08264 -0.146656 -0.131826 -0.180384 0.036467 -0.251704 -0.071533 0.238408 0.009439 -0.100278 -0.453989 0.144559 -0.191331 -0.069267 0.030447 0.382874 0.056427 0.019211 0.033179 -0.105485 -0.021239 -0.328138 -0.228583 -0.303673 -0.083814 0.002002 0.142494 0.134648 -0.223058 0.085895 -0.192605 0.165538 0.404885 -0.197245 -0.050721 -0.065096 0.043141 0.0193 0.048917 0.175121 -0.056306 -0.164638
2 0.186963 -0.301911 0.28452 -0.025237 -0.338335 0.123156 0.070621 -0.000227 -0.053768 -1.576301 0.47359 -0.050857 -0.196269 0.195283 0.169219 0.021622 0.154229 -1.085735 0.416546 0.140897 0.012536 0.155764 0.300681 0.105326 -0.039097 0.099547 0.173878 -0.13148 -0.124023 0.143249 0.136141 -0.185353 0.023483 0.019907 -0.292216 0.156223 0.021596 0.15324 0.06414 0.443146 -0.159644 -0.286791 -0.127413 0.205805 -0.071175 -0.023028 0.270655 -0.06185 -0.07909 0.127532 0.112762 0.201012 -0.051051 0.035187 0.108964 0.033525 0.028089 0.068586 0.110163 0.174679 -0.054475 -0.142996 -0.04429 -0.581962 -0.415179 0.168136 0.089054 -0.137465 -0.08838 -0.343596 -0.016158 -0.208427 -0.35307 0.025552 0.006096 0.052297 -0.004518 0.230549 -0.10603 -0.238924 -0.061721 -0.035062 0.163175 0.006972 0.016067 0.404614 0.73686 -0.043261 -0.396684 -0.121903 0.20164 -0.175771 0.05934 0.147546 -0.061583 0.273814 -0.09258 -0.042388 -0.064666 0.083442 -0.052719 -0.079891 0.200861 0.161439 -0.039458 -0.387501 -0.051057 -0.263685 -0.081799 -0.000899 -0.018997 0.180655 -0.095148 0.121244 -0.097278 0.140073 -0.067704 -0.195557 0.01892 -0.232714 -0.208584 0.081506 -0.075696 0.088679 0.010837 -0.062293 -0.14534 0.148493 0.026296 0.061518 -0.007128 -0.063968 0.081059 0.06476 -0.330649 -0.045083 0.06271 0.168338 -0.145391 0.037621 0.896325 0.106413 -0.229841 0.028101 -0.05284 0.208724 0.095854 -0.108521 -0.061223 0.12804 -0.01476 -0.166488 -0.048391 0.025623 0.089454 0.196637 0.251963 -0.063028 0.065511 0.263165 -0.065719 -0.052878 0.074564 0.121078 0.191861 0.369816 -0.276974 0.137921 -0.378125 -0.016852 0.116091 0.003126 0.098068 0.188624 0.203082 -0.1646 -0.05112 -0.176813 -0.224621 0.004044 -0.015168 0.125262 0.223165 0.200554 0.258419 -0.030814 0.234825 -0.036709 -0.109578 0.035963 0.271723 0.14321 0.196521 -0.296585 -0.062592 -0.282689 0.031596 0.204714 0.303154 -0.250497 -0.024177 0.164989 0.112585 -0.105092 -0.296051 -0.149596 -0.134063 0.050544 0.130353 0.051471 0.260172 0.004349 -0.014878 0.263049 -0.049434 -0.245882 0.190419 -0.140489 0.397388 0.058797 0.17746 -0.156586 0.169402 -0.243165 -0.060565 -0.036819 0.058755 -0.281727 -0.010408 -0.360708 0.175143 0.01128 -0.238101 -0.085036 -0.0273 0.130227 -0.029349 0.056553 0.204488 -0.272785 -0.064566 -0.083595 -0.152505 -0.248976 -0.184706 0.190923 0.134011 0.158013 0.411221 0.033463 -0.120705 0.100107 0.048816 0.133384 -0.03729 -0.539198 -0.156227 0.097567 -0.077533 -0.149907 -0.239697 -0.238316 -0.026766 -0.144965 -0.174142 0.149505 0.080498 -0.116004 -0.619855 0.261709 -0.249597 -0.012799 0.128354 0.293107 -0.106786 -0.004195 -0.038091 -0.245842 -0.163304 -0.220994 -0.336351 -0.228113 -0.061963 -0.053395 0.278636 0.129226 -0.190749 0.130565 -0.228586 0.292387 0.557806 -0.092231 -0.173112 0.110297 -0.102192 0.064141 0.053707 0.260824 -0.043218 -0.158501
6 0.154496 -0.305115 0.267734 -0.011642 -0.276945 0.092295 0.072346 0.02688 0.021188 -1.576289 0.496774 0.025161 -0.213631 0.155481 0.206509 0.035069 0.122864 -1.085905 0.381281 0.090757 0.007382 0.169536 0.255127 0.09553 0.010662 0.029847 0.192409 -0.10798 -0.141365 0.142714 0.124322 -0.174987 0.034242 -0.024467 -0.278386 0.113119 -0.010683 0.13431 0.113325 0.429783 -0.182548 -0.288467 -0.083808 0.158122 -0.081506 -0.036985 0.280258 -0.049408 -0.084944 0.096887 0.094128 0.156061 -0.009111 0.029693 0.107895 0.007932 0.060394 0.055809 0.098238 0.158314 -0.092519 -0.101374 -0.074479 -0.594182 -0.361384 0.172027 0.092685 -0.125725 -0.104062 -0.347952 -0.068879 -0.166784 -0.293306 0.037052 -0.015628 0.023131 -0.014536 0.246286 -0.062667 -0.235575 -0.114481 -0.090239 0.203001 0.00782 -0.014935 0.395211 0.729765 -0.024568 -0.388022 -0.162318 0.199208 -0.182832 0.059576 0.137702 -0.071785 0.31136 -0.126924 -0.027862 -0.089636 0.053687 -0.002149 -0.088446 0.258324 0.200463 0.017538 -0.400877 -0.0213 -0.185121 -0.077085 -0.021477 0.034753 0.218221 -0.131168 0.086361 -0.108392 0.164708 -0.024293 -0.138657 0.005137 -0.259855 -0.191733 0.072148 -0.090436 0.082525 -0.009935 -0.04962 -0.130299 0.165249 0.031097 0.062957 -0.030965 -0.021694 0.067774 0.044117 -0.275719 -0.073961 0.042263 0.126953 -0.158754 0.095771 0.912894 0.12468 -0.182352 0.012016 -0.01785 0.191943 0.083141 -0.104301 -0.011636 0.135871 -0.003821 -0.143638 -0.029809 -0.011227 0.088215 0.177094 0.225802 -0.076579 0.105315 0.200546 -0.063987 -0.031639 0.029636 0.105309 0.195319 0.318902 -0.223928 0.122908 -0.351135 -0.016058 0.065356 -0.010195 0.107045 0.198815 0.175623 -0.17908 -0.048312 -0.190836 -0.251158 -0.053031 0.027147 0.079073 0.231838 0.195152 0.29157 -0.046789 0.203388 -0.029689 -0.095277 0.125745 0.280559 0.136462 0.205825 -0.2738 -0.054288 -0.30497 0.046762 0.157252 0.235664 -0.271968 0.008255 0.144655 0.090038 -0.151532 -0.322084 -0.11702 -0.12159 0.072421 0.109873 0.030735 0.257634 0.06575 0.02979 0.23138 -0.055904 -0.210817 0.175611 -0.137018 0.423012 0.039998 0.178009 -0.175958 0.216513 -0.260207 -0.055247 -0.078219 0.042736 -0.266055 -0.044984 -0.353748 0.166627 0.001282 -0.218766 -0.107894 0.044053 0.167148 0.020683 0.104259 0.198817 -0.258754 -0.109679 -0.09898 -0.105717 -0.197375 -0.198138 0.199799 0.129711 0.128554 0.401718 -0.00597 -0.131047 0.14669 0.110642 0.171081 -0.033283 -0.509083 -0.12795 0.119933 -0.063602 -0.119898 -0.223416 -0.245165 0.003011 -0.162917 -0.122327 0.154702 0.046678 -0.096574 -0.611961 0.236861 -0.220065 0.025805 0.148744 0.336582 -0.098251 -0.000696 -0.042833 -0.213512 -0.184921 -0.310121 -0.324585 -0.163728 -0.044049 -0.069371 0.288519 0.140761 -0.207973 0.138077 -0.223114 0.296411 0.499754 -0.072265 -0.149306 0.113989 -0.099607 0.07022 0.072529 0.26572 -0.075 -0.205631
: 0.331773 -0.240001 0.483144 -0.101342 -0.336078 0.229979 0.083288 -0.25523 -0.226371 -1.615766 0.423309 0.020729 -0.212404 0.361766 0.082449 -0.061567 0.181121 -1.062016 0.488464 0.341277 0.164727 0.20561 0.406234 0.232185 0.005361 0.285738 0.281419 -0.349641 -0.078236 0.174566 0.122687 -0.103638 -0.236557 0.242478 -0.372638 0.190457 -0.047142 0.031949 -0.001886 0.542723 -0.066043 -0.519465 -0.298581 0.430154 0.178543 -0.152837 0.230578 0.038797 -0.066249 0.318742 0.158043 0.481906 -0.217979 0.069308 0.356479 0.243729 -0.177501 0.070988 0.405658 0.352072 -0.025748 -0.324475 -0.024943 -0.580882 -0.701376 0.137823 0.136688 0.018713 -0.109225 -0.576749 0.282162 -0.531894 -0.556644 -0.001217 -0.015578 0.110246 0.139996 0.493922 -0.300606 -0.383483 -0.071802 0.09111 0.120286 -0.064077 0.038508 0.444432 0.897607 -0.096709 -0.592961 -0.123824 0.212627 -0.322742 0.04421 0.284349 0.083983 0.201447 -0.213916 -0.321628 -0.120248 0.12462 -0.153992 -0.062128 0.059891 0.235349 -0.123368 -0.472899 -0.256 -0.443168 -0.074533 0.096509 -0.172158 0.245194 0.048014 0.30106 -0.004294 0.256769 -0.256822 -0.239372 -0.02263 -0.289205 -0.367779 0.120257 -0.18294 0.068165 -0.034082 0.086302 -0.219906 0.102528 0.224493 0.119701 -0.067851 -0.112857 0.270295 0.185939 -0.413022 0.106737 0.193697 0.26601 -0.133329 0.216198 0.822232 0.279211 -0.176911 -0.077604 -0.081211 0.364401 0.045896 -0.084974 -0.165001 0.030686 -0.087314 -0.298398 -0.039789 0.109229 0.266139 0.304786 0.380214 -0.14042 -0.027335 0.60484 -0.196495 -0.02195 0.222975 0.04343 0.024282 0.454951 -0.380764 0.08487 -0.632841 -0.094939 0.241165 -0.018 0.083887 0.110332 0.284314 -0.296962 -0.291058 -0.103446 -0.218785 0.200923 -0.106514 0.3755 0.325498 0.168001 0.234331 0.099167 0.291134 -0.003246 -0.349006 -0.147931 0.378893 0.162615 0.198442 -0.652812 -0.105351 -0.386917 -0.077075 0.344321 0.602733 -0.177963 -0.077839 0.217882 0.151196 -0.161109 -0.251086 -0.165356 -0.140653 0.104642 0.238658 0.057774 0.301036 -0.251191 -0.209613 0.388671 0.169071 -0.252154 0.1912 -0.059848 0.413478 -0.012804 0.349888 -0.25044 -0.012237 -0.396642 -0.087707 0.056037 0.21175 -0.296605 0.058998 -0.55754 0.229676 -0.152525 -0.317309 -0.162589 -0.256327 -0.012048 -0.008599 -0.149543 0.145474 -0.311144 0.055707 -0.095181 -0.410556 -0.531331 -0.101727 0.176662 0.214917 0.327436 0.502585 0.178014 -0.054273 -0.222585 -0.032375 0.198854 0.174494 -0.606944 -0.213458 0.239419 -0.10909 -0.160737 -0.259521 -0.266509 -0.006944 -0.14499 -0.346129 0.285524 0.004835 -0.063303 -0.846876 0.49007 -0.409508 0.052224 0.100626 -0.114216 -0.309322 -0.001734 -0.165649 -0.6906 -0.353964 0.137506 -0.495487 -0.33644 -0.25776 0.038427 0.428948 0.054462 -0.067407 0.116349 -0.273518 0.493906 0.935483 -0.075337 -0.397707 0.423743 -0.195707 0.018693 0.079963 0.316928 0.023047 -0.023652
> 0.424627 -0.351106 0.15755 -0.145937 0.071899 0.064664 0.141268 -0.103891 -0.086197 -1.560992 0.424074 -0.308327 -0.019314 0.458726 0.540871 0.052464 0.306041 -1.109336 0.303829 0.168868 -0.167129 0.296808 0.139838 -0.064787 -0.253773 -0.07178 0.225874 -0.021347 -0.121985 0.098063 0.147005 -0.231969 0.311524 0.000892 -0.281239 0.166749 -0.045042 0.103934 0.089566 0.338049 0.005381 0.093288 -0.106053 0.049213 -0.267043 -0.148983 0.140722 -0.159109 0.141045 0.105159 -0.041781 0.052953 0.045446 -0.037391 0.182284 -0.149972 -0.035313 -0.057559 0.035834 0.094201 -0.245742 -0.074105 0.244914 -0.615784 -0.105455 0.414152 -0.018518 -0.001616 -0.05445 -0.293267 -0.122062 -0.160632 -0.122839 0.059931 -0.090249 0.11285 -0.396584 0.285737 0.0223 -0.574667 -0.06358 -0.065951 -0.035692 0.378779 -0.087765 0.440129 0.761172 -0.315861 -0.543176 0.054345 -0.08421 0.014662 0.220387 0.040114 -0.154826 0.500242 -0.18943 -0.132554 0.121105 0.186202 0.001041 -0.042446 0.24695 -0.056038 0.035986 -0.488014 0.322846 -0.407673 -0.481012 0.00695 -0.107643 -0.040538 -0.067753 0.115315 0.078843 0.361193 -0.079788 -0.076383 -0.158134 -0.160255 -0.366978 -0.374027 0.214391 -0.01883 -0.067605 -0.071912 -0.171624 -0.17319 0.18616 0.256616 -0.18885 0.100156 0.035037 0.161818 -0.044732 0.12071 0.053163 -0.066856 -0.181604 -0.146885 0.64313 -0.027261 -0.299298 -0.182551 -0.042595 0.110179 0.106228 0.124741 -0.206444 0.395527 0.220239 0.251673 -0.284154 0.159011 0.166834 0.050673 0.117693 -0.216235 0.18288 -0.056129 0.19311 0.02388 -0.011427 0.150045 0.275279 0.109643 -0.206494 0.001744 -0.175471 0.102736 0.035009 0.335371 -0.031999 0.126582 0.319199 0.037063 0.124225 0.064904 -0.377453 -0.110126 -0.149786 -0.168006 0.207537 -0.023667 0.099868 0.055499 0.247174 -0.088811 -0.123459 -0.095544 0.151833 -0.011258 0.094592 0.083933 0.397351 -0.193154 0.160215 -0.125479 0.329592 -0.201315 -0.12026 -0.127962 -0.006343 0.020201 -0.402591 0.119477 -0.001622 -0.018173 0.119496 0.045475 -0.034241 0.194751 -0.005468 0.153808 -0.278797 -0.441802 0.34153 0.018738 0.335381 -0.118805 0.136404 0.156432 0.227787 0.021321 -0.193502 -0.043723 -0.212819 -0.342805 0.001408 -0.584898 0.084136 -0.138775 -0.096677 -0.373779 -0.133311 0.191372 -0.013454 0.175523 0.054133 -0.059172 -0.039555 -0.027038 0.048005 -0.33513 -0.152187 0.282354 0.308081 0.019749 0.340422 -0.038942 -0.272948 0.016172 0.054307 -0.071622 -0.031202 -0.300538 0.067858 0.117871 -0.033964 -0.117878 -0.144292 -0.149309 0.041253 -0.364108 -0.041626 0.32514 0.128949 -0.174658 -0.145654 0.108501 -0.357253 -0.16875 0.177308 0.282767 0.108962 -0.168445 0.01201 0.073186 0.040485 -0.315797 -0.419514 -0.25996 -0.194081 -0.110202 0.507637 0.022307 -0.066958 0.33841 -0.030076 0.070199 0.643218 0.000222 -0.257784 -0.082464 0.097476 -0.170528 0.196163 0.095898 -0.191701 -0.173306
B 0.22128 -0.315272 0.072888 0.024696 -0.091412 0.099949 0.023413 0.120061 -0.01156 -1.370345 0.430653 -0.079659 -0.105251 0.217552 0.24275 -0.009083 0.177303 -1.233153 0.297851 0.068259 0.002549 0.089485 0.101444 0.010557 -0.080559 -0.034506 0.155278 -0.027792 -0.181227 -0.052205 0.092892 -0.150822 0.053227 0.049424 -0.219577 0.102759 0.015219 0.036776 0.085966 0.126896 -0.068455 -0.064765 -0.121299 0.023246 -0.033737 -0.072636 0.206007 -0.203551 -0.026464 0.006781 0.08291 -0.028909 0.044689 0.01985 0.034234 -0.071987 -0.008963 0.024635 -0.048286 0.079461 -0.008034 0.007306 0.008442 -0.404387 -0.178355 0.123677 -0.01231 -0.120426 0.011394 -0.210254 -0.057811 -0.025344 -0.16749 0.031322 -0.124543 -0.066982 -0.048129 0.044455 -0.05249 -0.204843 -0.050598 -0.108047 0.155252 0.042429 0.035341 0.27768 0.351999 -0.092412 -0.328626 -0.104548 0.122091 -0.018847 0.075456 0.118918 -0.095068 0.321136 -0.065411 0.002195 -0.057451 0.134177 0.066529 -0.116748 0.12937 0.07013 -0.014342 -0.295768 -0.039983 -0.110677 -0.095774 -0.136146 -0.074758 0.303101 -0.158533 0.030585 -0.075412 -0.004679 -0.044792 -0.04028 0.034107 -0.031317 -0.03986 -0.045487 0.043136 0.156662 0.095031 -0.042118 -0.057073 0.025558 0.054696 0.115208 -0.157123 -0.012718 0.084656 0.089529 -0.139637 -0.036655 0.034512 0.008137 -0.100331 0.059273 0.862766 -0.029403 -0.269144 0.013052 0.027932 0.105597 0.145041 0.010753 0.031225 0.181532 -0.029483 -0.009202 -0.026628 -0.020101 0.116886 0.14298 0.146354 -0.14951 0.007322 0.04884 -0.062651 0.011818 -0.022389 0.192377 0.34582 0.164976 -0.114038 0.168399 -0.199949 -0.025269 0.008716 0.044331 0.13377 0.081825 0.124699 -0.106483 -0.050252 -0.083448 -0.20619 -0.011087 -0.01343 -0.065918 0.085455 0.151207 0.222057 -0.01686 0.196095 -0.130553 -0.03364 0.026711 0.23288 -0.003628 0.069022 -0.104785 0.004518 -0.195174 0.142922 0.147647 0.203515 -0.261292 -0.100193 0.193108 0.040435 -0.105158 -0.225122 -0.139045 -0.013528 0.117588 0.09282 -0.011802 0.145716 0.197772 0.002951 0.308284 -0.127399 -0.229124 0.115654 -0.102955 0.435743 -0.055406 0.038432 -0.05083 0.258052 -0.197275 -0.084057 -0.098257 -0.068302 -0.192698 -0.10122 -0.220997 0.146286 0.00348 -0.189493 -0.08788 0.070398 0.132581 -0.007189 0.064265 0.134357 -0.132668 -0.087976 -0.023306 -0.097643 -0.180347 -0.099186 0.192861 0.138251 0.07725 0.285136 0.024177 0.004756 -0.062766 0.052074 0.062474 -0.076381 -0.531734 -0.029735 0.156944 0.000479 -0.106121 -0.128328 -0.278123 0.001928 -0.129306 -0.050797 0.313003 0.000317 -0.068442 -0.476727 0.15392 -0.037394 -0.040647 0.17178 0.263527 0.055274 -0.031797 -0.011815 -0.059181 0.05175 -0.293104 -0.197553 -0.166731 -0.078951 -0.019332 0.090115 0.130694 -0.1254 0.16876 -0.219462 0.041453 0.342957 -0.115443 -0.053558 0.030563 0.054615 0.019087 0.097245 0.151129 -0.086065 -0.162907
F 0.225226 -0.347607 0.087743 0.048817 -0.115192 0.075035 0.065877 0.144933 -0.034768 -1.429031 0.391477 -0.065475 -0.079852 0.220304 0.248838 -0.011895 0.163482 -1.174116 0.28837 0.115337 -0.003961 0.067367 0.10368 0.006617 -0.10903 -0.008018 0.121116 -0.014077 -0.168668 -0.083945 0.113513 -0.164763 0.044003 0.028356 -0.229452 0.085026 0.003128 -0.036376 0.077995 0.184178 -0.061923 -0.075714 -0.102529 0.019708 -0.024607 -0.061186 0.201528 -0.180682 -0.046827 0.045464 0.080448 -0.038627 0.031417 -0.006062 0.009082 -0.080272 -0.003559 -0.008427 -0.037766 0.078821 0.018289 0.026424 0.018278 -0.396681 -0.171429 0.133273 -0.036107 -0.108772 0.011054 -0.225239 -0.033611 -0.01082 -0.189775 0.022445 -0.100561 -0.025104 -0.062665 0.064609 -0.022009 -0.129887 -0.034137 -0.121088 0.118611 0.049519 0.005477 0.283796 0.308958 -0.072121 -0.318848 -0.137915 0.086688 -0.009681 0.079601 0.11703 -0.103605 0.32452 -0.088851 0.009009 -0.030663 0.119008 0.027683 -0.142709 0.115614 0.093322 -0.032745 -0.34277 -0.020327 -0.111974 -0.16007 -0.121493 -0.085137 0.306677 -0.136175 -0.003823 -0.078932 0.053739 -0.050442 -0.043878 0.033625 -0.039314 -0.076378 -0.039152 0.03475 0.140822 0.068253 -0.069114 -0.058038 0.000871 0.037426 0.093802 -0.137295 0.016547 0.067078 0.097216 -0.14122 -0.014598 0.011183 0.004231 -0.08881 0.054128 0.864867 -0.038383 -0.26049 0.017185 0.015961 0.085715 0.126957 -0.001887 -0.018981 0.183524 -0.006865 0.006566 -0.054095 -0.025365 0.128624 0.147624 0.149756 -0.105342 0.048469 0.070072 -0.081964 0.038314 -0.024217 0.221673 0.340988 0.155137 -0.122692 0.166079 -0.247072 -0.039577 0.014624 0.065863 0.155789 0.105208 0.125015 -0.063791 0.017269 -0.091901 -0.217867 0.010311 -0.020887 -0.030326 0.0712 0.166286 0.239151 -0.042381 0.172715 -0.109712 -0.043193 -0.004128 0.262966 0.023596 0.069611 -0.141742 0.029626 -0.147763 0.174894 0.127801 0.204613 -0.262291 -0.07892 0.204399 0.079159 -0.095407 -0.254927 -0.101683 -0.028001 0.090241 0.08444 0.010449 0.13794 0.202159 0.005996 0.296913 -0.148461 -0.214419 0.154764 -0.11763 0.430407 -0.050658 0.046104 -0.072384 0.230537 -0.193345 -0.078954 -0.095159 -0.056741 -0.190351 -0.081626 -0.244555 0.129054 0.006083 -0.182098 -0.086178 0.083803 0.110254 -0.007794 0.083359 0.149759 -0.154147 -0.086402 -0.025794 -0.109712 -0.168121 -0.102501 0.193233 0.144512 0.116417 0.31301 0.04089 -0.000319 -0.04406 0.036558 0.054042 -0.108915 -0.526608 -0.014769 0.163496 -0.007701 -0.109502 -0.13914 -0.281846 -0.049388 -0.18667 -0.020432 0.288476 -0.013001 -0.082439 -0.441694 0.133217 -0.015371 -0.012454 0.14091 0.260095 0.06657 -0.003406 -0.022538 -0.058349 0.040735 -0.272682 -0.165476 -0.158691 -0.082307 -0.001205 0.134933 0.122 -0.140828 0.170038 -0.208228 0.060734 0.36955 -0.090236 -0.050159 -0.006608 -0.001153 -0.021939 0.111127 0.15935 -0.056991 -0.152338
J 0.25249 -0.331328 0.104545 0.061086 -0.132756 0.098301 0.035274 0.107592 -0.060297 -1.350421 0.46426 -0.118368 -0.087068 0.219028 0.184002 -0.030676 0.196892 -1.307357 0.317906 0.139799 0.002265 0.070556 0.113201 0.012364 -0.120767 -0.014837 0.159436 -0.054505 -0.144415 -0.040978 0.127395 -0.173249 0.035174 -0.012422 -0.292012 0.081618 0.037235 0.048602 0.080454 0.126858 -0.098384 -0.081175 -0.173136 0.051806 -0.030151 -0.047744 0.171224 -0.196379 -0.011609 0.026234 0.088707 -0.003833 0.033384 0.04393 0.060449 -0.080108 0.022936 0.020582 -0.003132 0.046045 -0.062785 -0.012465 0.01569 -0.441457 -0.171724 0.078977 -0.02466 -0.083427 0.027707 -0.228184 -0.066533 -0.017025 -0.193243 0.022133 -0.122279 -0.039441 -0.018181 0.096786 -0.047766 -0.18521 -0.012855 -0.111449 0.134664 0.046358 0.019225 0.260042 0.446618 -0.125107 -0.335133 -0.064755 0.133878 -0.061699 0.062892 0.133292 -0.068182 0.339708 -0.010048 -0.034057 -0.082926 0.162171 0.038119 -0.125978 0.121276 0.050714 -0.037429 -0.313722 -0.055562 -0.132607 -0.108349 -0.098409 -0.097243 0.265977 -0.119801 0.059775 -0.083954 0.019806 -0.043946 -0.087629 0.0499 -0.065487 -0.052368 0.001273 -0.001594 0.112093 0.089769 -0.040405 -0.094126 0.013081 0.037313 0.105596 -0.159491 -0.023217 0.069021 0.054946 -0.192359 -0.027888 0.041841 0.013434 -0.094998 0.052819 0.835521 -0.012589 -0.334413 -0.003985 -0.035965 0.157066 0.122649 -0.003237 -0.007199 0.124908 -0.031803 -0.022649 -0.042525 -0.023494 0.116754 0.136715 0.16749 -0.143833 0.002604 0.095389 -0.039812 0.02949 0.028069 0.193053 0.318166 0.221186 -0.124403 0.199658 -0.229112 -0.035257 0.007667 0.04934 0.128237 0.074129 0.085474 -0.069098 -0.029588 -0.074888 -0.223071 -0.049248 0.003511 0.013986 0.085291 0.15353 0.239092 -0.017054 0.258133 -0.122288 -0.051304 -0.00322 0.245453 -0.020428 0.101876 -0.138797 0.003649 -0.17535 0.168073 0.161834 0.210309 -0.263025 -0.132204 0.20128 0.027094 -0.080555 -0.270401 -0.120358 -0.051805 0.065577 0.088097 0.019837 0.180331 0.148274 -0.01321 0.315415 -0.133642 -0.209709 0.146863 -0.102077 0.469988 -0.067174 0.052057 -0.033943 0.244899 -0.136347 -0.078793 -0.021281 -0.018836 -0.218134 -0.0769 -0.223416 0.105291 0.011826 -0.304761 -0.066828 0.036445 0.113431 -0.019442 0.122196 0.155977 -0.153869 -0.106134 0.026856 -0.117453 -0.098007 -0.075083 0.169834 0.110184 0.067023 0.314911 0.042592 -0.048206 -0.005425 0.01164 0.064746 -0.083452 -0.543812 -0.050521 0.145331 -0.011009 -0.143718 -0.129138 -0.272999 -0.006118 -0.136958 -0.121899 0.296022 0.003932 -0.044379 -0.481227 0.142035 -0.084344 -0.024749 0.164568 0.286498 0.044213 -0.046193 0.008195 -0.085517 0.037204 -0.267877 -0.17693 -0.21193 -0.075721 -0.008588 0.144423 0.110494 -0.111408 0.166242 -0.236611 0.051046 0.442807 -0.102995 -0.081616 0.047023 0.039931 -0.010494 0.063192 0.173896 -0.056241 -0.12742
N 0.275428 -0.351327 0.090063 0.034882 -0.071439 0.035204 0.033037 0.124956 -0.012416 -1.534887 0.33287 -0.000721 -0.127974 0.200616 0.298568 -0.007589 0.155986 -1.105475 0.27106 0.078557 -0.009318 0.098115 0.147099 0.030026 -0.051655 -0.064936 0.131192 -0.01868 -0.183982 -0.143972 0.125091 -0.148323 0.035327 0.017381 -0.237186 0.113017 0.072622 0.006356 0.077926 0.280901 -0.061204 0.012609 -0.025713 0.039165 0.004881 -0.092475 0.203942 -0.199484 -0.033081 0.016568 0.093445 -0.070863 0.023681 -0.018252 -0.027525 -0.055737 0.025176 -0.001137 -0.03246 0.058581 -0.038681 0.008397 0.04139 -0.369459 -0.193645 0.134695 -0.002716 -0.144353 0.049916 -0.196827 -0.059907 0.009708 -0.183595 0.030797 -0.117809 -0.022625 -0.066978 0.022753 -0.019903 -0.191783 -0.070118 -0.138059 0.17034 0.048523 0.02406 0.247042 0.391849 -0.299221 -0.323279 -0.091988 0.144591 0.068589 0.051839 0.055773 -0.163614 0.246056 -0.093416 -0.005775 -0.036705 0.124655 -0.012093 -0.154315 0.112899 0.033308 -0.069311 -0.401657 -0.049649 -0.143544 -0.117834 -0.12615 -0.074218 0.332364 -0.079121 0.030231 -0.087161 0.023701 -0.037116 -0.079422 0.044159 -0.067155 -0.062762 -0.034463 -0.000108 0.145806 0.160771 -0.052038 -0.022632 0.113495 -0.005755 0.127129 -0.148258 -0.076826 0.02626 0.029401 -0.182643 -0.019188 -0.016169 -0.005994 -0.010125 0.075338 0.900524 0.004264 -0.267294 0.020801 0.005675 0.106265 0.14427 0.010484 0.079353 0.092307 -0.007159 0.044654 -0.042709 -0.018194 0.15686 0.152075 0.117217 -0.143376 0.042403 0.127257 -0.102214 0.011736 -0.037238 0.194271 0.27149 0.216314 -0.109452 0.113183 -0.255157 0.024652 -0.022261 0.04085 0.137854 0.073872 0.181071 -0.072024 0.027415 -0.061469 -0.226286 -0.004944 -0.052004 -0.0247 0.090432 0.196251 0.24435 -0.067027 0.184771 -0.126047 -0.037897 0.020155 0.247524 0.033672 0.133766 -0.127583 -0.028118 -0.276452 0.104225 0.138496 0.135193 -0.254343 -0.051364 0.263819 0.047686 -0.1416 -0.282744 -0.134912 0.002651 0.045112 0.146697 -0.003163 0.139884 0.185633 -0.023167 0.369052 -0.119866 -0.219141 0.165001 -0.303527 0.417151 -0.073457 0.085092 -0.043837 0.200345 -0.223187 -0.106351 -0.093842 -0.033002 -0.143572 -0.146331 -0.253181 0.156216 0.018769 -0.179715 -0.100194 0.157417 0.15446 -0.00273 0.073976 0.07085 -0.132581 -0.109487 -0.106214 -0.08881 -0.237117 -0.112738 0.226426 0.124837 0.108067 0.34863 0.056907 -0.026683 -0.024229 0.037252 0.053499 -0.133794 -0.51184 -0.041058 0.175787 0.015793 -0.064995 -0.112741 -0.303854 0.079448 -0.125552 -0.059853 0.289281 -0.024032 -0.064548 -0.398994 0.074863 -0.183634 0.083144 0.118819 0.253994 0.095131 -0.045256 -0.015351 -0.085734 0.018488 -0.297551 -0.127834 -0.171826 -0.079129 0.033995 0.134429 0.117369 -0.166023 0.176868 -0.22371 0.076118 0.414823 -0.119279 -0.111262 0.009311 0.029467 0.038174 0.104655 0.149891 -0.104225 -0.168225
R 0.254634 -0.3428 0.081959 0.034517 -0.059913 0.062429 0.037083 0.125025 -0.013508 -1.52067 0.343568 -0.030835 -0.143181 0.205657 0.281292 -0.012978 0.15252 -1.108587 0.265495 0.062372 -0.009647 0.081345 0.137965 0.02644 -0.070028 -0.025882 0.129813 0.011997 -0.178915 -0.106931 0.121382 -0.154367 0.044542 0.016728 -0.25011 0.103168 0.064628 -0.015909 0.072567 0.249024 -0.052946 0.001768 -0.028625 0.034049 -0.015585 -0.08436 0.191346 -0.203326 -0.029646 0.039343 0.099683 -0.087088 0.028345 -0.0264 -0.014987 -0.04743 0.01398 0.003243 -0.022155 0.067506 -0.041455 0.019612 0.05538 -0.35519 -0.17074 0.13884 0.001907 -0.153726 0.049632 -0.205827 -0.03305 0.00464 -0.192188 0.012456 -0.115158 -0.049965 -0.06098 0.021456 -0.039374 -0.192944 -0.075123 -0.146841 0.182341 0.050712 0.034163 0.264624 0.385376 -0.265839 -0.330699 -0.104045 0.130145 0.037733 0.078302 0.06692 -0.162903 0.249208 -0.07483 0.011074 -0.042236 0.117947 -0.001756 -0.157731 0.130552 0.017067 -0.029961 -0.355989 -0.045319 -0.120593 -0.125802 -0.143429 -0.070171 0.313014 -0.071168 0.032962 -0.061043 0.02026 -0.042875 -0.072805 0.048027 -0.055759 -0.049411 -0.044071 0.004477 0.155958 0.129175 -0.038103 -0.052966 0.092917 0.01288 0.13931 -0.139518 -0.041959 0.026135 0.023061 -0.174018 -0.019242 -0.005054 0.009973 -0.029332 0.09181 0.900115 -0.006693 -0.261314 0.035606 0.022234 0.094615 0.123878 0.021195 0.087824 0.099156 -0.001593 0.027706 -0.044245 -0.012598 0.133646 0.139097 0.1278 -0.132889 0.032229 0.129806 -0.096714 0.027666 -0.033585 0.179702 0.299009 0.206628 -0.120371 0.118455 -0.237164 -0.004894 -0.009751 0.035784 0.131402 0.072201 0.182792 -0.097658 0.038555 -0.052383 -0.212403 -3.5e-05 -0.049705 -0.023969 0.076531 0.193454 0.237916 -0.04531 0.1774 -0.122459 -0.046385 0.022077 0.237082 0.018409 0.111838 -0.127909 -0.033263 -0.259223 0.11195 0.139108 0.133979 -0.259864 -0.071712 0.240348 0.048899 -0.131274 -0.276915 -0.130466 0.018539 0.046042 0.144386 -0.000291 0.141522 0.197936 -0.028922 0.352422 -0.103571 -0.215051 0.174214 -0.251379 0.40861 -0.061115 0.067637 -0.033178 0.223225 -0.206587 -0.093802 -0.097896 -0.052918 -0.13885 -0.115629 -0.259174 0.140995 0.017213 -0.19672 -0.102169 0.139923 0.146246 -0.009831 0.067579 0.07496 -0.139274 -0.112381 -0.079471 -0.101016 -0.227862 -0.119408 0.207451 0.120964 0.104091 0.31315 0.05646 -0.014918 -0.037506 0.036929 0.059241 -0.144317 -0.513847 -0.001753 0.171923 -0.003384 -0.042954 -0.139964 -0.299512 0.054355 -0.155849 -0.034055 0.301229 -0.012146 -0.05537 -0.399414 0.086214 -0.117027 0.054839 0.124401 0.240452 0.107929 -0.060245 -0.001279 -0.083856 0.010155 -0.285806 -0.128111 -0.170673 -0.06342 0.037563 0.13956 0.12609 -0.151451 0.166779 -0.235306 0.059993 0.38336 -0.113893 -0.085265 0.039402 0.04431 0.035932 0.119916 0.154999 -0.090355 -0.177763
V 0.244466 -0.369306 0.114347 0.008957 -0.101177 0.076024 0.071318 0.114911 -0.043184 -1.45924 0.452916 -0.084614 -0.111315 0.165506 0.2712 -0.012531 0.172909 -1.126077 0.289757 0.083463 -0.023942 0.064758 0.111302 0.019211 -0.068588 0.001605 0.129348 -0.025688 -0.164557 -0.075257 0.103038 -0.207303 0.048156 0.047649 -0.268553 0.130492 0.039357 -0.038269 0.056091 0.198371 -0.059132 -0.030908 -0.087035 -0.001116 -0.050448 -0.085933 0.203321 -0.174137 -0.042099 0.022586 0.100694 -0.056403 0.054594 0.00544 0.035254 -0.045499 0.041573 0.005394 -0.051022 0.089243 0.00417 0.014433 0.053639 -0.394682 -0.157167 0.148929 0.000111 -0.122899 0.017419 -0.229379 -0.093518 0.011362 -0.175369 0.00773 -0.14298 -0.075035 -0.062697 0.044082 -0.040201 -0.122489 -0.046139 -0.120711 0.150781 0.069723 0.051334 0.293229 0.318614 -0.135626 -0.330004 -0.138592 0.135805 0.002282 0.093764 0.081685 -0.139972 0.299095 -0.058185 -0.009052 -0.0489 0.147293 0.025876 -0.126391 0.166033 0.068664 -0.029443 -0.384234 -0.025122 -0.149959 -0.152911 -0.127118 -0.136705 0.294547 -0.116814 0.001791 -0.078794 0.034725 -0.045153 -0.046398 0.043913 -0.008656 -0.072623 -0.044241 0.040488 0.143254 0.064029 -0.060305 -0.055414 0.066189 0.082603 0.105569 -0.168545 0.0153 0.044319 0.073919 -0.146258 -0.015468 0.018025 0.012363 -0.084316 0.091806 0.886609 -0.033808 -0.284375 0.009942 -0.006151 0.111854 0.067973 -0.02619 0.037181 0.123846 -0.005674 -0.020239 -0.006673 -0.020891 0.088329 0.126767 0.167414 -0.107485 0.065465 0.057087 -0.11872 0.05052 0.002252 0.253716 0.341774 0.201523 -0.126534 0.201618 -0.219646 -0.055845 -0.034761 0.027529 0.163191 0.112714 0.16555 -0.102383 -0.044465 -0.087412 -0.208021 -0.011416 -0.017648 -0.004381 0.093575 0.161753 0.193158 -0.040225 0.17967 -0.125983 -0.062231 -0.002229 0.257958 -0.011025 0.103716 -0.099001 -0.008878 -0.194745 0.125779 0.1573 0.185067 -0.239707 -0.084973 0.220909 0.016487 -0.134296 -0.266893 -0.102081 0.028332 0.096779 0.093251 -0.010022 0.107148 0.139506 -0.014561 0.302344 -0.143762 -0.207007 0.174579 -0.141533 0.462752 -0.068253 0.04632 -0.069838 0.218018 -0.198837 -0.094471 -0.105931 -0.015079 -0.180747 -0.103799 -0.22178 0.144068 0.03141 -0.172709 -0.098331 0.11871 0.125283 -0.002951 0.078478 0.102165 -0.132879 -0.109408 -0.058452 -0.099739 -0.198777 -0.081383 0.177349 0.149212 0.07061 0.275927 0.042797 -0.011913 -0.003653 0.058414 0.009997 -0.156842 -0.505032 -0.016284 0.205597 0.008227 -0.088989 -0.08011 -0.27287 0.038935 -0.16872 -0.023934 0.273745 -0.017568 -0.066718 -0.444096 0.158201 -0.042009 -0.001994 0.125456 0.263435 0.086151 -0.024711 -0.004689 -0.053242 0.022144 -0.306672 -0.139866 -0.133197 -0.03137 -0.00022 0.138126 0.163083 -0.108893 0.182866 -0.189597 0.058281 0.373718 -0.125492 -0.083354 0.021706 0.02981 -0.016097 0.112971 0.14669 -0.041677 -0.156858
Z 0.28452 -0.347703 0.06242 0.02286 -0.044613 0.107679 0.036842 0.10528 -0.052919 -1.459566 0.455159 -0.069096 -0.139393 0.21963 0.272849 -0.041889 0.185779 -1.240764 0.259 0.079146 -0.009419 0.077761 0.126042 -0.000531 -0.113431 -0.00175 0.157781 -0.043923 -0.174062 -0.098846 0.122907 -0.15144 0.031045 0.023515 -0.297975 0.120673 0.042555 -0.015388 0.086874 0.138369 -0.071806 -0.039537 -0.154426 -0.011748 -0.03988 -0.102027 0.145881 -0.231705 -0.035076 -0.013147 0.072618 -0.013616 0.029229 0.060769 0.06204 -0.043158 0.019219 -0.019699 -0.077794 0.078123 -0.026072 -0.015929 0.01727 -0.426264 -0.169352 0.07753 -0.051544 -0.10413 0.063069 -0.227951 -0.122208 -0.017973 -0.198482 -0.008084 -0.177062 -0.057875 -0.041771 0.039493 -0.044176 -0.121578 -0.033831 -0.136917 0.170205 0.070853 0.017827 0.277652 0.391043 -0.198554 -0.380858 -0.083288 0.141288 0.000869 0.068214 0.10509 -0.128565 0.321102 -0.077437 -0.058546 -0.05885 0.17864 0.094
gitextract_orh_ofxx/ ├── GRU.py ├── LICENSE ├── Pipfile ├── README.md ├── data_load.py ├── demo.html ├── demo.py ├── evaluate.py ├── glove.840B.300d.char.txt ├── layers.py ├── model.py ├── params.py ├── process.py ├── requirements.txt ├── setup.sh └── zoneout.py
SYMBOL INDEX (91 symbols across 9 files)
FILE: GRU.py
class SRUCell (line 27) | class SRUCell(RNNCell):
method __init__ (line 35) | def __init__(self, num_units, activation=None, is_training = True, reu...
method output_size (line 41) | def output_size(self):
method state_size (line 45) | def state_size(self):
method __call__ (line 48) | def __call__(self, inputs, state, scope=None):
class GRUCell (line 69) | class GRUCell(RNNCell):
method __init__ (line 72) | def __init__(self,
method state_size (line 87) | def state_size(self):
method output_size (line 91) | def output_size(self):
method __call__ (line 94) | def __call__(self, inputs, state, scope = None):
class gated_attention_Wrapper (line 121) | class gated_attention_Wrapper(RNNCell):
method __init__ (line 122) | def __init__(self,
method state_size (line 147) | def state_size(self):
method output_size (line 151) | def output_size(self):
method __call__ (line 154) | def __call__(self, inputs, state, scope = None):
function linear (line 168) | def linear(args,
FILE: data_load.py
function producer_func (line 17) | def producer_func(func):
class _FuncQueueRunner (line 65) | class _FuncQueueRunner(tf.train.QueueRunner):
method __init__ (line 67) | def __init__(self, func, queue=None, enqueue_ops=None, close_op=None,
method _run (line 77) | def _run(self, sess, enqueue_op, coord=None):
function load_data (line 115) | def load_data(dir_):
function get_dev (line 171) | def get_dev():
function get_batch (line 180) | def get_batch(is_training = True):
FILE: demo.py
function home (line 18) | def home():
function answer (line 24) | def answer():
class Demo (line 38) | class Demo(object):
method __init__ (line 39) | def __init__(self, model):
method demo_backend (line 51) | def demo_backend(self, model, run_event):
FILE: evaluate.py
function f1_and_EM (line 10) | def f1_and_EM(index, ground_truth, passage, dict_):
function normalize_answer (line 27) | def normalize_answer(s):
function f1_score (line 45) | def f1_score(prediction, ground_truth):
function exact_match_score (line 58) | def exact_match_score(prediction, ground_truth):
function metric_max_over_ground_truths (line 62) | def metric_max_over_ground_truths(metric_fn, prediction, ground_truths):
function evaluate (line 70) | def evaluate(dataset, predictions):
FILE: layers.py
function get_attn_params (line 23) | def get_attn_params(attn_size,initializer = tf.truncated_normal_initiali...
function encoding (line 46) | def encoding(word, char, word_embeddings, char_embeddings, scope = "embe...
function apply_dropout (line 52) | def apply_dropout(inputs, size = None, is_training = True):
function bidirectional_GRU (line 69) | def bidirectional_GRU(inputs, inputs_len, cell = None, cell_fn = tf.cont...
function pointer_net (line 105) | def pointer_net(passage, passage_len, question, question_len, cell, para...
function attention_rnn (line 133) | def attention_rnn(inputs, inputs_len, units, attn_cell, bidirection = Tr...
function question_pooling (line 148) | def question_pooling(memory, units, weights, memory_len = None, scope = ...
function gated_attention (line 157) | def gated_attention(memory, inputs, states, units, params, self_matching...
function mask_attn_score (line 171) | def mask_attn_score(score, memory_sequence_length, score_mask_value = -1...
function attention (line 177) | def attention(inputs, units, weights, scope = "attention", memory_len = ...
function cross_entropy (line 204) | def cross_entropy(output, target):
function total_params (line 210) | def total_params():
FILE: model.py
class Model (line 23) | class Model(object):
method __init__ (line 24) | def __init__(self,is_training = True, demo = False):
method encode_ids (line 83) | def encode_ids(self):
method attention_match_rnn (line 135) | def attention_match_rnn(self):
method bidirectional_readout (line 165) | def bidirectional_readout(self):
method pointer_network (line 174) | def pointer_network(self):
method outputs (line 180) | def outputs(self):
method loss_function (line 190) | def loss_function(self):
method summary (line 205) | def summary(self):
function debug (line 220) | def debug():
function test (line 224) | def test():
function main (line 242) | def main():
FILE: params.py
class Params (line 1) | class Params():
FILE: process.py
function str2bool (line 20) | def str2bool(v):
function tokenize_corenlp (line 36) | def tokenize_corenlp(text):
class data_loader (line 41) | class data_loader(object):
method __init__ (line 42) | def __init__(self,use_pretrained = None):
method ind2word (line 61) | def ind2word(self,ids):
method ind2char (line 67) | def ind2char(self,ids):
method process_glove (line 75) | def process_glove(self, wordvecs, dict_, count, emb_size):
method process_json (line 96) | def process_json(self,file_dir,out_dir, write_ = True):
method loop (line 105) | def loop(self, data, dir_ = Params.train_dir, write_ = True):
method process_word (line 133) | def process_word(self,line):
method process_char (line 142) | def process_char(self,line):
method add_to_dict (line 150) | def add_to_dict(self, line):
method realtime_process (line 179) | def realtime_process(self, data):
function load_glove (line 216) | def load_glove(dir_, name, vocab_size):
function reduce_glove (line 247) | def reduce_glove(dir_, dict_):
function find_answer_index (line 272) | def find_answer_index(context, answer):
function normalize_text (line 290) | def normalize_text(text):
function write_file (line 293) | def write_file(indices, dir_, separate = "\n"):
function pad_data (line 297) | def pad_data(data, max_word):
function pad_char_len (line 306) | def pad_char_len(data, max_word, max_char):
function pad_char_data (line 315) | def pad_char_data(data, max_char, max_words):
function get_char_line (line 328) | def get_char_line(line):
function load_target (line 338) | def load_target(dir):
function load_word (line 350) | def load_word(dir):
function load_char (line 364) | def load_char(dir):
function max_value (line 386) | def max_value(inputlist):
function main (line 394) | def main():
FILE: zoneout.py
class ZoneoutWrapper (line 12) | class ZoneoutWrapper(tf.nn.rnn_cell.RNNCell):
method __init__ (line 15) | def __init__(self, cell, state_zoneout_prob, is_training=True, seed=No...
method state_size (line 28) | def state_size(self):
method output_size (line 32) | def output_size(self):
method __call__ (line 35) | def __call__(self, inputs, state, scope=None):
Condensed preview — 16 files, each showing path, character count, and a content snippet. Download the .json file or copy for the full structured content (344K chars).
[
{
"path": "GRU.py",
"chars": 8272,
"preview": "# -*- coding: utf-8 -*-\n#/usr/bin/python2\n\nfrom __future__ import absolute_import\nfrom __future__ import division\nfrom _"
},
{
"path": "LICENSE",
"chars": 1069,
"preview": "MIT License\n\nCopyright (c) 2017 Min Sang Kim\n\nPermission is hereby granted, free of charge, to any person obtaining a co"
},
{
"path": "Pipfile",
"chars": 198,
"preview": "[[source]]\n\nurl = \"https://pypi.python.org/simple\"\nverify_ssl = true\nname = \"pypi\"\n\n\n[packages]\n\nnltk = \"*\"\nnumpy = \"*\"\n"
},
{
"path": "README.md",
"chars": 3220,
"preview": "# R-NET: MACHINE READING COMPREHENSION WITH SELF MATCHING NETWORKS\n\nTensorflow implementation of https://www.microsoft.c"
},
{
"path": "data_load.py",
"chars": 7883,
"preview": "# -*- coding: utf-8 -*-\n#/usr/bin/python2\n\nfrom functools import wraps\nimport threading\n\nfrom tensorflow.python.platform"
},
{
"path": "demo.html",
"chars": 1796,
"preview": "<!DOCTYPE html>\n<html>\n <head>\n <meta charset=\"UTF-8\"> \n <script>\n function hit(passage, que"
},
{
"path": "demo.py",
"chars": 2167,
"preview": "#!/usr/bin/env python\n# coding=utf-8\n\nimport tensorflow as tf\nimport bottle\nfrom bottle import route, run\nimport threadi"
},
{
"path": "evaluate.py",
"chars": 4024,
"preview": "\"\"\" Official evaluation script for v1.1 of the SQuAD dataset. \"\"\"\nfrom __future__ import print_function\nfrom collections"
},
{
"path": "glove.840B.300d.char.txt",
"chars": 265233,
"preview": "$ 0.144288 -0.460809 0.205078 0.061188 -0.057054 -0.048921 -0.164738 0.132241 0.139505 -1.45673 0.396798 0.277961 -0.174"
},
{
"path": "layers.py",
"chars": 11834,
"preview": "# -*- coding: utf-8 -*-\n#/usr/bin/python2\n\nimport tensorflow as tf\nimport numpy as np\n\nfrom tensorflow.contrib.rnn impor"
},
{
"path": "model.py",
"chars": 16344,
"preview": "# -*- coding: utf-8 -*-\n#/usr/bin/python2\n\nfrom __future__ import print_function\n\nimport tensorflow as tf\nfrom tqdm impo"
},
{
"path": "params.py",
"chars": 2402,
"preview": "class Params():\n\n # data\n data_size = -1 # -1 to use all data\n num_epochs = 10\n train_prop = 0.9 # Not imple"
},
{
"path": "process.py",
"chars": 14725,
"preview": "# -*- coding: utf-8 -*-\n#/usr/bin/python2\n\nimport cPickle as pickle\nimport numpy as np\nimport json\nimport codecs\nimport "
},
{
"path": "requirements.txt",
"chars": 52,
"preview": "nltk==3.2.4\nnumpy==1.13.1\ntqdm==4.15.0\nspacy==2.0.0\n"
},
{
"path": "setup.sh",
"chars": 272,
"preview": "mkdir data\nwget -P data https://rajpurkar.github.io/SQuAD-explorer/dataset/train-v1.1.json\nwget -P data https://rajpurka"
},
{
"path": "zoneout.py",
"chars": 1587,
"preview": "# from ipywidgets import interact\r\nimport tensorflow as tf\r\n\r\nimport numpy as np\r\n\r\nfrom tensorflow.python.framework imp"
}
]
About this extraction
This page contains the full source code of the minsangkim142/R-net GitHub repository, extracted and formatted as plain text for AI agents and large language models (LLMs). The extraction includes 16 files (333.1 KB), approximately 158.9k tokens, and a symbol index with 91 extracted functions, classes, methods, constants, and types. Use this with OpenClaw, Claude, ChatGPT, Cursor, Windsurf, or any other AI tool that accepts text input. You can copy the full output to your clipboard or download it as a .txt file.
Extracted by GitExtract — free GitHub repo to text converter for AI. Built by Nikandr Surkov.