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Functions2,110 in github.com/OpenImagingLab/FlashVSR

⨍ Functions 2,110◇ Types & classes 521
↓ 1 callersFunctioncount_frames
(r)
examples/WanVSR/infer_flashvsr_full.py:108
↓ 1 callersFunctioncount_frames
(r)
examples/WanVSR/infer_flashvsr_tiny_long_video.py:131
↓ 1 callersFunctioncount_frames
(r)
examples/WanVSR/infer_flashvsr_v1.1_full.py:108
↓ 1 callersFunctioncount_frames
(r)
examples/WanVSR/infer_flashvsr_tiny.py:128
↓ 1 callersMethodcreate_mask
(self, attention_mask, num_tokens_for_output_images)
diffsynth/prompters/omnigen_prompter.py:187
↓ 1 callersFunctioncreate_model_from_pretrained
( model_name: str, pretrained: Optional[str] = None, precision: str = 'fp32',
diffsynth/extensions/ImageQualityMetric/open_clip/factory.py:394
↓ 1 callersMethodcreate_position
(self, attention_mask, num_tokens_for_output_images)
diffsynth/prompters/omnigen_prompter.py:177
↓ 1 callersFunctioncreate_vit
(vit, image_size, use_grad_checkpointing=False, ckpt_layer=0, drop_path_rate=0)
diffsynth/extensions/ImageQualityMetric/BLIP/blip.py:31
↓ 1 callersFunctioncrop_and_resize
(image, height, width)
diffsynth/data/video.py:65
↓ 1 callersFunctioncrop_arr
(pil_image, max_image_size)
diffsynth/prompters/omnigen_prompter.py:14
↓ 1 callersMethodcrop_attention_mask_for_cache
(self, attention_mask, num_tokens_for_img)
diffsynth/pipelines/omnigen_image.py:191
↓ 1 callersMethodcrop_position_ids_for_cache
(self, position_ids, num_tokens_for_img)
diffsynth/pipelines/omnigen_image.py:182
↓ 1 callersMethodcropped_pos_embed
(self, height, width)
diffsynth/models/sd3_dit.py:37
↓ 1 callersMethoddecode
(self, tokens)
diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:150
↓ 1 callersMethoddecode_image
(self, latent, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/flux_image.py:199
↓ 1 callersMethoddecode_image
(self, latent, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/sd3_image.py:56
↓ 1 callersMethoddecode_image
(self, latent, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/hunyuan_image.py:171
↓ 1 callersMethoddecode_image
(self, latent, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/omnigen_image.py:167
↓ 1 callersMethoddecode_image
(self, latent, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/sdxl_image.py:89
↓ 1 callersMethoddecode_images
(self, images)
diffsynth/extensions/ESRGAN/__init__.py:103
↓ 1 callersMethoddecode_tokens
(self, tokens: List[str])
diffsynth/prompters/kolors_prompter.py:73
↓ 1 callersMethoddecode_video
(self, latents, tiled=True, tile_size=(34, 34), tile_stride=(18, 16))
diffsynth/pipelines/flashvsr_tiny.py:277
↓ 1 callersMethoddecode_video
(self, latents, tiled=True, tile_size=(34, 34), tile_stride=(18, 16))
diffsynth/pipelines/flashvsr_full.py:297
↓ 1 callersMethoddecode_video
(self, latents, tiled=True, tile_size=(34, 34), tile_stride=(18, 16))
diffsynth/pipelines/flashvsr_tiny_long.py:277
↓ 1 callersMethoddecode_video
(self, latents, tiled=True, tile_size=(34, 34), tile_stride=(18, 16))
diffsynth/pipelines/wan_video.py:268
↓ 1 callersFunctiondefault
(val, d)
diffsynth/extensions/ImageQualityMetric/trainer/models/cross_modeling.py:11
↓ 1 callersFunctiondefault_bpe
()
diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:21
↓ 1 callersMethoddenoise
(self, model_output, sample, alpha_prod_t, alpha_prod_t_prev)
diffsynth/schedulers/ddim.py:53
↓ 1 callersFunctiondownload_models
( model_id_list: List[Preset_model_id] = [], downloading_priority: List[Preset_model_website] = ["Mode
diffsynth/models/downloader.py:72
↓ 1 callersFunctiondownload_pretrained
( cfg: Dict, force_hf_hub: bool = False, cache_dir: Union[str, None] = None, )
diffsynth/extensions/ImageQualityMetric/open_clip/pretrained.py:348
↓ 1 callersMethodenable_vram_management
(self)
diffsynth/pipelines/hunyuan_video.py:30
↓ 1 callersFunctionenable_vram_management_recursively
(model: torch.nn.Module, module_map: dict, module_config: dict, max_num_param=None, overflow_module_config: di
diffsynth/vram_management/layers.py:74
↓ 1 callersMethodencode
(self, text)
diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:142
↓ 1 callersMethodencode_control_video
(self, control_video, tiled=True, tile_size=(34, 34), tile_stride=(18, 16))
diffsynth/pipelines/wan_video.py:233
↓ 1 callersMethodencode_image
(self, image, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/sd3_image.py:51
↓ 1 callersMethodencode_image
(self, image, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/sdxl_image.py:84
↓ 1 callersMethodencode_image
(self, image, end_image, num_frames, height, width, tiled=False, tile_size=(34, 34), tile_stride=(18, 16))
diffsynth/pipelines/wan_video.py:206
↓ 1 callersMethodencode_image
(self, image, normalize: bool = False)
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:228
↓ 1 callersMethodencode_image
(self, image, normalize: bool = False)
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:288
↓ 1 callersMethodencode_image_with_clip
(self, image)
diffsynth/pipelines/svd_video.py:41
↓ 1 callersMethodencode_image_with_vae
(self, image, noise_aug_strength, seed=None)
diffsynth/pipelines/svd_video.py:52
↓ 1 callersMethodencode_images
(self, images, tiled=False, tile_size=64, tile_stride=32)
diffsynth/pipelines/omnigen_image.py:162
↓ 1 callersMethodencode_prompt
(self, prompt, clip_skip=1, device="cuda", positive=True)
diffsynth/prompters/sd_prompter.py:63
↓ 1 callersMethodencode_prompt_using_ChatGLM
(self, prompt, text_encoder, tokenizer, max_length, clip_skip, device)
diffsynth/prompters/kolors_prompter.py:324
↓ 1 callersMethodencode_prompt_using_clip
(self, prompt, text_encoder, tokenizer, max_length, device)
diffsynth/prompters/flux_prompter.py:32
↓ 1 callersMethodencode_prompt_using_clip
(self, prompt, max_length, device)
diffsynth/prompters/stepvideo_prompter.py:25
↓ 1 callersMethodencode_prompt_using_clip
(self, prompt, max_length, device)
diffsynth/prompters/hunyuan_video_prompter.py:119
↓ 1 callersMethodencode_prompt_using_llm
(self, prompt, max_length, device)
diffsynth/prompters/stepvideo_prompter.py:40
↓ 1 callersMethodencode_prompt_using_llm
(self, prompt, max_length,
diffsynth/prompters/hunyuan_video_prompter.py:132
↓ 1 callersMethodencode_prompt_using_mllm
(self, prompt, images,
diffsynth/prompters/hunyuan_video_prompter.py:156
↓ 1 callersMethodencode_prompt_using_t5
(self, prompt, text_encoder, tokenizer, max_length, device)
diffsynth/prompters/flux_prompter.py:44
↓ 1 callersMethodencode_prompt_using_t5
(self, prompt, text_encoder, tokenizer, max_length, device)
diffsynth/prompters/sd3_prompter.py:51
↓ 1 callersMethodencode_prompt_using_t5
(self, prompt, text_encoder, tokenizer, max_length, device)
diffsynth/prompters/cog_prompter.py:24
↓ 1 callersMethodencode_text
(self, text, normalize: bool = False)
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:232
↓ 1 callersMethodencode_text
(self, text, normalize: bool = False)
diffsynth/extensions/ImageQualityMetric/open_clip/model.py:292
↓ 1 callersMethodevict_previous_layer
Moves the previous layer cache to the CPU
diffsynth/models/omnigen.py:34
↓ 1 callersMethodextend_prompt
(self, prompt, local_prompts, masks, mask_scales)
diffsynth/pipelines/base.py:79
↓ 1 callersMethodextract_arcface_bgr_embedding
(self, in_image, landmark)
diffsynth/pipelines/flux_image.py:586
↓ 1 callersMethodextract_number_from_filename
(self, file_name)
diffsynth/extensions/FastBlend/api.py:96
↓ 1 callersMethodfetch_device_and_dtype
(self, state_dict)
diffsynth/models/lora.py:231
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/flashvsr_tiny.py:209
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/svd_video.py:24
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_cla
diffsynth/pipelines/sdxl_video.py:34
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_cla
diffsynth/pipelines/sd_video.py:85
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/step_video.py:118
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/hunyuan_video.py:37
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, prompt_refiner_classes=[])
diffsynth/pipelines/cog_video.py:26
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/flashvsr_full.py:230
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_cla
diffsynth/pipelines/flux_image.py:149
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, prompt_refiner_classes=[])
diffsynth/pipelines/sd3_image.py:30
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, prompt_refiner_classes=[])
diffsynth/pipelines/hunyuan_image.py:145
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, prompt_refiner_classes=[])
diffsynth/pipelines/omnigen_image.py:139
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_cla
diffsynth/pipelines/sdxl_image.py:39
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/flashvsr_tiny_long.py:209
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager)
diffsynth/pipelines/wan_video.py:166
↓ 1 callersMethodfetch_models
(self, model_manager: ModelManager, controlnet_config_units: List[ControlNetConfigUnit]=[], prompt_refiner_cla
diffsynth/pipelines/sd_image.py:35
↓ 1 callersFunctionflash_attn_func
(q, k, v, dropout_p=0.0, softmax_scale=None, causal=True, return_attn_probs=False, tp_grou
diffsynth/models/stepvideo_text_encoder.py:245
↓ 1 callersMethodforward
(self, text_logits, labels)
diffsynth/extensions/ImageQualityMetric/open_clip/loss.py:145
↓ 1 callersMethodforward
(self, x, timestep, input_ids, input_img_latents, input_image_sizes, attention_mask, position_ids, padding_lat
diffsynth/models/omnigen.py:717
↓ 1 callersMethodforward
(self, latents)
diffsynth/models/hunyuan_video_vae_decoder.py:401
↓ 1 callersMethodforward
(self, sample, tiled=False, tile_size=64, tile_stride=32, **kwargs)
diffsynth/models/sd_vae_encoder.py:52
↓ 1 callersMethodforward
(self, inputs: torch.Tensor, xq: torch.Tensor)
diffsynth/models/cog_vae.py:71
↓ 1 callersMethodforward
(self, sample)
diffsynth/models/cog_vae.py:224
↓ 1 callersMethodforward
(self, sample)
diffsynth/models/cog_vae.py:309
↓ 1 callersMethodforward
(self, input_ids, attention_mask, hidden_state_skip_layer=2)
diffsynth/models/hunyuan_video_text_encoder.py:15
↓ 1 callersMethodforward
(self, hidden_states, timestep, prompt_emb, pooled_prompt_emb, tiled=False, tile_size=128, tile_stride=64, use
diffsynth/models/sd3_dit.py:351
↓ 1 callersMethodforward
(self, images)
diffsynth/models/hunyuan_video_vae_encoder.py:199
↓ 1 callersMethodforward
(self, sample, tiled=False, tile_size=64, tile_stride=32, **kwargs)
diffsynth/models/sd3_vae_decoder.py:56
↓ 1 callersMethodforward
(self, sample, tiled=False, tile_size=64, tile_stride=32, **kwargs)
diffsynth/models/sd_vae_decoder.py:92
↓ 1 callersMethodforward
(self, x, vace_context, context, t_mod, freqs)
diffsynth/models/wan_video_vace.py:53
↓ 1 callersMethodforward
(self, sample)
diffsynth/models/svd_vae_decoder.py:123
↓ 1 callersMethodforward
(self, sample, tiled=False, tile_size=64, tile_stride=32, **kwargs)
diffsynth/models/sd3_vae_encoder.py:52
↓ 1 callersMethodforward
(self, sample, timestep, encoder_hidden_states, add_time_id, use_gradient_checkpointing=False, **kwargs)
diffsynth/models/svd_unet.py:373
↓ 1 callersMethodforward
(self, hidden_states, scale=1.0)
diffsynth/models/sd_ipadapter.py:34
↓ 1 callersMethodforward
(self, hidden_states, timestep, prompt_emb, image_rotary_emb=None, tiled=False, tile_size=90, tile_stride=30,
diffsynth/models/cog_dit.py:286
↓ 1 callersMethodforward
(self, input_ids, clip_skip=2, extra_mask=None)
diffsynth/models/sd3_text_encoder.py:11
↓ 1 callersMethodforward
(self, hidden_states, scale=1.0)
diffsynth/models/sdxl_ipadapter.py:83
↓ 1 callersMethodforward
( self, hidden_states, timestep, prompt_emb, pooled_prompt_emb, guidance, text_ids, im
diffsynth/models/flux_dit.py:407
↓ 1 callersMethodforward
(self, x)
examples/WanVSR/utils/utils.py:25
↓ 1 callersMethodforward_impl
Enhanced Transformer with Rotary Position Embedding. Derived from: https://github.com/labmlai/annotated_deep_learning_paper_implementations/b
diffsynth/models/kolors_text_encoder.py:387
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