SYMBOL INDEX (116 symbols across 9 files)

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/build_linear.py
  class MlpProjector (line 7) | class MlpProjector(nn.Module):
    method __init__ (line 9) | def __init__(self, cfg):
    method forward (line 97) | def forward(self, x):
    method get_flops_per_sample (line 159) | def get_flops_per_sample(cfg):

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/clip_sdpa.py
  class LayerNormfp32 (line 54) | class LayerNormfp32(torch.nn.LayerNorm):
    method forward (line 57) | def forward(self, x: torch.Tensor):
  function get_abs_pos (line 63) | def get_abs_pos(abs_pos, tgt_size):
  function quick_gelu (line 102) | def quick_gelu(x):
  class CLIPVisionEmbeddings (line 107) | class CLIPVisionEmbeddings(nn.Module):
    method __init__ (line 108) | def __init__(self, hidden_size=1024, image_size=224, patch_size=14, nu...
    method forward (line 131) | def forward(self, pixel_values, patch_embeds):
  class NoTPFeedForward (line 159) | class NoTPFeedForward(nn.Module):
    method __init__ (line 160) | def __init__(
    method forward (line 171) | def forward(self, x):
  class NoTPAttention (line 227) | class NoTPAttention(torch.nn.Module):
    method __init__ (line 228) | def __init__(self, cfg):
    method forward (line 243) | def forward(
  class NoTPTransformerBlock (line 286) | class NoTPTransformerBlock(nn.Module):
    method __init__ (line 287) | def __init__(self, cfg, layer_id: int, multiple_of=256):
    method forward (line 305) | def forward(self, x: torch.Tensor):
  class NoTPTransformer (line 312) | class NoTPTransformer(nn.Module):
    method __init__ (line 313) | def __init__(self, cfg):
    method forward (line 329) | def forward(
  class VitModel (line 359) | class VitModel(nn.Module):
    method __init__ (line 360) | def __init__(
    method set_input_tensor (line 403) | def set_input_tensor(self, input_tensor):
    method __str__ (line 408) | def __str__(self) -> str:
    method forward (line 411) | def forward(
  function build_clip_l (line 447) | def build_clip_l():

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepencoder/sam_vary_sdpa.py
  function get_abs_pos (line 19) | def get_abs_pos(abs_pos, tgt_size):
  class MLPBlock (line 43) | class MLPBlock(nn.Module):
    method __init__ (line 44) | def __init__(
    method forward (line 55) | def forward(self, x: torch.Tensor) -> torch.Tensor:
  class LayerNorm2d (line 61) | class LayerNorm2d(nn.Module):
    method __init__ (line 62) | def __init__(self, num_channels: int, eps: float = 1e-6) -> None:
    method forward (line 68) | def forward(self, x: torch.Tensor) -> torch.Tensor:
  class ImageEncoderViT (line 77) | class ImageEncoderViT(nn.Module):
    method __init__ (line 78) | def __init__(
    method forward (line 169) | def forward(self, x: torch.Tensor) -> torch.Tensor:
  class Block (line 186) | class Block(nn.Module):
    method __init__ (line 189) | def __init__(
    method forward (line 233) | def forward(self, x: torch.Tensor) -> torch.Tensor:
  class Attention (line 252) | class Attention(nn.Module):
    method __init__ (line 255) | def __init__(
    method forward (line 291) | def forward(self, x: torch.Tensor) -> torch.Tensor:
  function window_partition (line 326) | def window_partition(x: torch.Tensor, window_size: int) -> Tuple[torch.T...
  function window_unpartition (line 350) | def window_unpartition(
  function get_rel_pos (line 375) | def get_rel_pos(q_size: int, k_size: int, rel_pos: torch.Tensor) -> torc...
  function add_decomposed_rel_pos (line 410) | def add_decomposed_rel_pos(
  class PatchEmbed (line 447) | class PatchEmbed(nn.Module):
    method __init__ (line 452) | def __init__(
    method forward (line 474) | def forward(self, x: torch.Tensor) -> torch.Tensor:
  function build_sam_vit_b (line 481) | def build_sam_vit_b(checkpoint=None):
  function _build_sam (line 491) | def _build_sam(

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/deepseek_ocr.py
  class DeepseekOCRProcessingInfo (line 50) | class DeepseekOCRProcessingInfo(BaseProcessingInfo):
    method get_hf_config (line 52) | def get_hf_config(self):
    method get_hf_processor (line 55) | def get_hf_processor(self, **kwargs: object):
    method get_supported_mm_limits (line 58) | def get_supported_mm_limits(self) -> Mapping[str, Optional[int]]:
    method get_num_image_tokens (line 61) | def get_num_image_tokens(self,
    method get_image_size_with_most_features (line 108) | def get_image_size_with_most_features(self) -> ImageSize:
  class DeepseekOCRDummyInputsBuilder (line 115) | class DeepseekOCRDummyInputsBuilder(
    method get_dummy_text (line 118) | def get_dummy_text(self, mm_counts: Mapping[str, int]) -> str:
    method get_dummy_mm_data (line 126) | def get_dummy_mm_data(
  class DeepseekOCRMultiModalProcessor (line 150) | class DeepseekOCRMultiModalProcessor(
    method _call_hf_processor (line 154) | def _call_hf_processor(
    method _get_mm_fields_config (line 178) | def _get_mm_fields_config(
    method _get_prompt_updates (line 190) | def _get_prompt_updates(
    method _cached_apply_hf_processor (line 231) | def _cached_apply_hf_processor(
  class DeepseekOCRForCausalLM (line 261) | class DeepseekOCRForCausalLM(nn.Module, SupportsMultiModal, SupportsPP):
    method __init__ (line 267) | def __init__(self, *, vllm_config: VllmConfig, prefix: str = ""):
    method _parse_and_validate_image_input (line 333) | def _parse_and_validate_image_input(
    method _pixel_values_to_embedding (line 364) | def _pixel_values_to_embedding(
    method _process_image_input (line 469) | def _process_image_input(
    method get_language_model (line 495) | def get_language_model(self) -> torch.nn.Module:
    method get_multimodal_embeddings (line 498) | def get_multimodal_embeddings(
    method get_input_embeddings (line 508) | def get_input_embeddings(
    method forward (line 530) | def forward(self,
    method compute_logits (line 555) | def compute_logits(
    method load_weights (line 564) | def load_weights(self, weights: Iterable[Tuple[str, torch.Tensor]]) ->...

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/image_process.py
  function find_closest_aspect_ratio (line 11) | def find_closest_aspect_ratio(aspect_ratio, target_ratios, width, height...
  function count_tiles (line 28) | def count_tiles(orig_width, orig_height, min_num=MIN_CROPS, max_num=MAX_...
  function dynamic_preprocess (line 45) | def dynamic_preprocess(image, min_num=MIN_CROPS, max_num=MAX_CROPS, imag...
  class ImageTransform (line 89) | class ImageTransform:
    method __init__ (line 91) | def __init__(self,
    method __call__ (line 106) | def __call__(self, pil_img: Image.Image):
  class DeepseekOCRProcessor (line 111) | class DeepseekOCRProcessor(ProcessorMixin):
    method __init__ (line 115) | def __init__(
    method bos_id (line 217) | def bos_id(self):
    method eos_id (line 221) | def eos_id(self):
    method pad_id (line 225) | def pad_id(self):
    method encode (line 228) | def encode(self, text: str, bos: bool = True, eos: bool = False):
    method decode (line 238) | def decode(self, t: List[int], **kwargs) -> str:
    method process_one (line 241) | def process_one(
    method __call__ (line 298) | def __call__(
    method tokenize_with_images (line 330) | def tokenize_with_images(

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/process/ngram_norepeat.py
  class NoRepeatNGramLogitsProcessor (line 7) | class NoRepeatNGramLogitsProcessor(LogitsProcessor):
    method __init__ (line 9) | def __init__(self, ngram_size: int, window_size: int = 100, whitelist_...
    method __call__ (line 18) | def __call__(self, input_ids: List[int], scores: torch.FloatTensor) ->...

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_eval_batch.py
  class Colors (line 46) | class Colors:
  function clean_formula (line 53) | def clean_formula(text):
  function re_match (line 70) | def re_match(text):
  function process_single_image (line 81) | def process_single_image(image):

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_image.py
  function load_image (line 28) | def load_image(image_path):
  function re_match (line 45) | def re_match(text):
  function extract_coordinates_and_label (line 60) | def extract_coordinates_and_label(ref_text, image_width, image_height):
  function draw_bounding_boxes (line 73) | def draw_bounding_boxes(image, refs):
  function process_image_with_refs (line 140) | def process_image_with_refs(image, ref_texts):
  function stream_generate (line 147) | async def stream_generate(image=None, prompt=''):

FILE: DeepSeek-OCR-master/DeepSeek-OCR-vllm/run_dpsk_ocr_pdf.py
  class Colors (line 57) | class Colors:
  function pdf_to_images_high_quality (line 64) | def pdf_to_images_high_quality(pdf_path, dpi=144, image_format="PNG"):
  function pil_to_pdf_img2pdf (line 97) | def pil_to_pdf_img2pdf(pil_images, output_path):
  function re_match (line 123) | def re_match(text):
  function extract_coordinates_and_label (line 138) | def extract_coordinates_and_label(ref_text, image_width, image_height):
  function draw_bounding_boxes (line 151) | def draw_bounding_boxes(image, refs, jdx):
  function process_image_with_refs (line 218) | def process_image_with_refs(image, ref_texts, jdx):
  function process_single_image (line 223) | def process_single_image(image):