Functions — github.com/KlingAIResearch/SynCamMaster

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Functions1,885 in github.com/KlingAIResearch/SynCamMaster

⨍ Functions 1,885◇ Types & classes 485

↓ 1 callersMethodsingle_decode

(self, hidden_state, device)

diffsynth/models/wan_video_vae.py:752

↓ 1 callersMethodsingle_encode

(self, video, device)

diffsynth/models/wan_video_vae.py:746

↓ 1 callersFunctionsplit_file_name

(file_name)

diffsynth/data/video.py:21

↓ 1 callersFunctionsplit_file_name

(file_name)

diffsynth/extensions/FastBlend/data.py:46

↓ 1 callersFunctionsplit_tensor_along_last_dim

Split a tensor along its last dimension. Arguments: tensor: input tensor. num_partitions: number of partitions to split the tenso

diffsynth/models/kolors_text_encoder.py:351

↓ 1 callersMethodstate_dict_converter

()

diffsynth/models/cog_dit.py:328

↓ 1 callersMethodstem

(self, x)

diffsynth/extensions/ImageQualityMetric/open_clip/modified_resnet.py:166

↓ 1 callersMethodstore

(self, hidden_states)

diffsynth/pipelines/wan_video_syncammaster.py:340

↓ 1 callersMethodstore

(self, hidden_states)

diffsynth/pipelines/flux_image.py:506

↓ 1 callersMethodstore

(self, hidden_states)

diffsynth/pipelines/wan_video.py:331

↓ 1 callersMethodstream_generate

( self, input_ids, generation_config: Optional[GenerationConfig] = None,

diffsynth/models/kolors_text_encoder.py:1342

↓ 1 callersMethodswiglu

(x)

diffsynth/models/stepvideo_text_encoder.py:385

↓ 1 callersMethodsynthesize_video

(self, model_manager, pipe, seed, smoother, **pipeline_inputs)

diffsynth/pipelines/pipeline_runner.py:40

↓ 1 callersMethodtask_list

(self, n)

diffsynth/extensions/FastBlend/runners/fast.py:12

↓ 1 callersMethodtensor2video

(self, frames)

diffsynth/pipelines/svd_video.py:69

↓ 1 callersMethodtensor2video

(self, frames)

diffsynth/pipelines/step_video.py:143

↓ 1 callersMethodtensor2video

(self, frames)

diffsynth/pipelines/cog_video.py:45

↓ 1 callersMethodtensor2video

(self, frames)

diffsynth/pipelines/wan_video.py:173

↓ 1 callersMethodtile_forward

(self, hidden_states, tile_size, tile_stride)

diffsynth/models/hunyuan_video_vae_decoder.py:432

↓ 1 callersMethodtile_forward

(self, hidden_states, tile_size, tile_stride)

diffsynth/models/hunyuan_video_vae_encoder.py:231

↓ 1 callersMethodtiled_block_forward

(self, block, hidden_states, condition_emb, text_emb, freq_cis_img, residual, torch_dtype, data_device, comput

diffsynth/models/hunyuan_dit.py:311

↓ 1 callersMethodtiled_decode

(self, hidden_states, device, tile_size=(34, 34), tile_stride=(16, 16))

diffsynth/models/stepvideo_vae.py:1052

↓ 1 callersMethodtiled_decode

(self, hidden_states, device, tile_size, tile_stride)

diffsynth/models/wan_video_vae.py:643

↓ 1 callersMethodtiled_encode

(self, video, device, tile_size, tile_stride)

diffsynth/models/wan_video_vae.py:695

↓ 1 callersMethodtiled_forward

(self, sample, tile_size=64, tile_stride=32)

diffsynth/models/sd_vae_encoder.py:41

↓ 1 callersMethodtiled_forward

(self, sample, tile_size=64, tile_stride=32)

diffsynth/models/sd3_vae_decoder.py:45

↓ 1 callersMethodtiled_forward

(self, sample, tile_size=64, tile_stride=32)

diffsynth/models/sd_vae_decoder.py:81

↓ 1 callersMethodtiled_forward

(self, sample, tile_size=64, tile_stride=32)

diffsynth/models/sd3_vae_encoder.py:41

↓ 1 callersMethodtiled_forward

(self, hidden_states, timestep, prompt_emb, tile_size=(60, 90), tile_stride=(30, 45))

diffsynth/models/cog_dit.py:255

↓ 1 callersMethodtiled_forward

( self, hidden_states, timestep, prompt_emb, pooled_prompt_emb, guidance, text_ids,

diffsynth/models/flux_dit.py:322

↓ 1 callersMethodtiled_inference

(self, forward_fn, model_input, tile_batch_size, inference_device, inference_dtype, tile_device, tile_dtype)

diffsynth/models/tiler.py:34

↓ 1 callersMethodtimestep_embedding

Create sinusoidal timestep embeddings. :param t: a 1-D Tensor of N indices, one per batch element. These ma

diffsynth/models/omnigen.py:209

↓ 1 callersMethodtokenize

(self, s: str, encode_special_tokens=False)

diffsynth/prompters/kolors_prompter.py:35

↓ 1 callersMethodtokenize

(self, text: str)

diffsynth/models/stepvideo_text_encoder.py:177

↓ 1 callersMethodtorch_forward

(self, hidden_states, encoder_hidden_states=None, attn_mask=None, ipadapter_kwargs=None, qkv_preprocessor=None

diffsynth/models/attention.py:37

↓ 1 callersMethodtrack

(self, source_guide, target_guide, source_style, target_style, nnf, err)

diffsynth/extensions/FastBlend/patch_match.py:177

↓ 1 callersFunctiontrain

(args)

train_syncammaster.py:594

↓ 1 callersMethodtree_query

(self, leftbound, rightbound)

diffsynth/extensions/FastBlend/runners/fast.py:66

↓ 1 callersMethodunpad_image

(self, image)

diffsynth/extensions/FastBlend/patch_match.py:40

↓ 1 callersMethodunpatchify

(self, x, T, H, W)

diffsynth/models/hunyuan_video_dit.py:612

↓ 1 callersMethodunpatchify

(self, x: torch.Tensor, grid_size: torch.Tensor)

diffsynth/models/wan_video_dit.py:325

↓ 1 callersMethodunpatchify

(self, x, h, w)

diffsynth/models/hunyuan_dit.py:291

↓ 1 callersMethodunpatchify

(self, hidden_states, height, width)

diffsynth/models/flux_dit.py:300

↓ 1 callersMethoduntile

(self, model_output, height, width, tile_size, tile_stride, border_width, tile_device, tile_dtype)

diffsynth/models/tiler.py:64

↓ 1 callersMethodupdate

(self, hidden_states)

diffsynth/pipelines/wan_video_syncammaster.py:344

↓ 1 callersMethodupdate

(self, hidden_states)

diffsynth/pipelines/flux_image.py:510

↓ 1 callersMethodupdate_nnf

(self, nnf, level)

diffsynth/extensions/FastBlend/patch_match.py:262

Method__call__

( self, sample, timestep, encoder_hidden_states, conditionings, tiled=False, tile_size

diffsynth/controlnets/controlnet_unit.py:48

Method__call__

(self, conditionings, **kwargs)

diffsynth/controlnets/controlnet_unit.py:79

Method__call__

(self, image, mask=None)

diffsynth/controlnets/processors.py:47

Method__call__

( self, input_image=None, input_video=None, mask_frames=[], mask_frame

diffsynth/pipelines/svd_video.py:111

Method__call__

( self, prompt, negative_prompt="", cfg_scale=7.5, clip_skip=1,

diffsynth/pipelines/sdxl_video.py:97

Method__call__

( self, prompt, negative_prompt="", cfg_scale=7.5, clip_skip=1,

diffsynth/pipelines/sd_video.py:144

Method__call__

( self, prompt, negative_prompt="", input_video=None, denoising_streng

diffsynth/pipelines/step_video.py:151

Method__call__

( self, prompt, negative_prompt="", camera=None, input_image=None,

diffsynth/pipelines/wan_video_syncammaster.py:195

Method__call__

( self, prompt, negative_prompt="", input_video=None, input_images=Non

diffsynth/pipelines/hunyuan_video.py:133

Method__call__

( self, prompt, negative_prompt="", input_video=None, cfg_scale=7.0,

diffsynth/pipelines/cog_video.py:62

Method__call__

( self, # Prompt prompt, negative_prompt="", cfg_scale=1.0, em

diffsynth/pipelines/flux_image.py:353

Method__call__

( self, prompt, local_prompts=[], masks=[], mask_scales=[], ne

diffsynth/pipelines/sd3_image.py:74

Method__call__

( self, prompt, local_prompts=[], masks=[], mask_scales=[], ne

diffsynth/pipelines/hunyuan_image.py:210

Method__call__

( self, prompt, reference_images=[], cfg_scale=2.0, image_cfg_scale=2.

diffsynth/pipelines/omnigen_image.py:198

Method__call__

( self, prompt, local_prompts=[], masks=[], mask_scales=[], ne

diffsynth/pipelines/sdxl_image.py:112

Method__call__

( self, prompt, negative_prompt="", input_image=None, input_video=None

diffsynth/pipelines/wan_video.py:195

Method__call__

( self, prompt, local_prompts=[], masks=[], mask_scales=[], ne

diffsynth/pipelines/sd_image.py:91

Method__call__

(self, sequence, **kwargs)

diffsynth/prompters/wan_prompter.py:48

Method__call__

(self, instructions: List[str], input_images: List[List[str]] = None,

diffsynth/prompters/omnigen_prompter.py:121

Method__call__

(self, features)

diffsynth/prompters/omnigen_prompter.py:287

Method__call__

(self, features)

diffsynth/prompters/omnigen_prompter.py:315

Method__call__

(self,prompt_dict:dict)

diffsynth/prompters/omost.py:270

Method__call__

(self, raw_prompt, positive=True, **kwargs)

diffsynth/prompters/prompt_refiners.py:32

Method__call__

(self, raw_prompt, positive=True, **kwargs)

diffsynth/prompters/prompt_refiners.py:79

Method__call__

(self, prompt, **kwargs)

diffsynth/prompters/prompt_refiners.py:125

Method__call__

(self, rendered_frames, original_frames=None, **kwargs)

diffsynth/extensions/FastBlend/__init__.py:54

Method__call__

Returns the tokenized representation of given input string(s) Parameters ---------- texts : Union[str, List[str]]

diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:155

Method__call__

(self, texts: Union[str, List[str]], context_length: int = 77)

diffsynth/extensions/ImageQualityMetric/open_clip/tokenizer.py:198

Method__call__

(self, rendered_frames, scale=1.0, batch_size=4, num_iter=1, **kwargs)

diffsynth/extensions/RIFE/__init__.py:220

Method__call__

(self, text, max_length=320, padding="max_length", truncation=True, return_tensors="pt")

diffsynth/models/stepvideo_text_encoder.py:199

Method__call__

input: * tokens: batch_size x ntokens x nheads x dim * positions: batch_size x ntokens (t position of each token)

diffsynth/models/stepvideo_dit.py:395

Method__call__

input: * tokens: batch_size x ntokens x nheads x dim * rope_positions: list of (f, h, w) output:

diffsynth/models/stepvideo_dit.py:425

Method__call__

(self, input_ids: torch.LongTensor, scores: torch.FloatTensor)

diffsynth/models/kolors_text_encoder.py:312

Method__call__

(self, rendered_frames, original_frames=None, **kwargs)

diffsynth/processors/FastBlend.py:130

Method__call__

(self)

diffsynth/processors/base.py:5

Method__call__

(self, rendered_frames, **kwargs)

diffsynth/processors/PILEditor.py:13

Method__call__

(self, rendered_frames, **kwargs)

diffsynth/processors/PILEditor.py:26

Method__call__

(self, rendered_frames, **kwargs)

diffsynth/processors/sequencial_processor.py:38

Method__call__

(self, rendered_frames, **kwargs)

diffsynth/processors/RIFE.py:55

Method__del__

(self)

diffsynth/data/video.py:17

Method__del__

(self)

diffsynth/data/video.py:61

Method__del__

(self)

diffsynth/data/video.py:128

Method__del__

(self)

diffsynth/extensions/FastBlend/data.py:42

Method__del__

(self)

diffsynth/extensions/FastBlend/data.py:92

Method__del__

(self)

diffsynth/extensions/FastBlend/data.py:145

Method__getitem__

(self, data_id)

inference_syncammaster.py:121

Method__getitem__

(self, data_id)

train_syncammaster.py:102

Method__getitem__

(self, index)

train_syncammaster.py:208

Method__getitem__

(self, index)

diffsynth/data/simple_text_image.py:26

Method__getitem__

(self, item)

diffsynth/data/video.py:14

Method__getitem__

(self, item)

diffsynth/data/video.py:58

Method__getitem__

Gets the cache for this layer to the device. Prefetches the next and evicts the previous layer.

diffsynth/pipelines/omnigen_image.py:50

Method__getitem__

(self, item)

diffsynth/extensions/FastBlend/data.py:39

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