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Functions1,003 in github.com/TencentARC/AnimeGamer

Methodforward
Apply the model to an input batch. :param x: an [N x C x ...] Tensor of inputs. :param timesteps: a 1-D batch of timesteps.
VDM_Decoder/sgm/modules/diffusionmodules/openaimodel.py:1194
Methodforward
( ctx, run_function, length_tensors, length_non_tensors, tensor_keys,
VDM_Decoder/sgm/modules/diffusionmodules/util.py:69
Methodforward
(self, x)
VDM_Decoder/sgm/modules/diffusionmodules/util.py:191
Methodforward
( self, x_spatial: torch.Tensor, x_temporal: torch.Tensor, image_only_indicato
VDM_Decoder/sgm/modules/diffusionmodules/util.py:267
Methodforward
( self, network: nn.Module, input: torch.Tensor, sigma: torch.Tensor,
VDM_Decoder/sgm/modules/diffusionmodules/denoiser.py:25
Methodforward
(self, hidden_states)
VDM_Decoder/sgm/modules/diffusionmodules/lora.py:70
Methodforward
(self, hidden_states, scale: float = None)
VDM_Decoder/sgm/modules/diffusionmodules/lora.py:140
Methodforward
(self, hidden_states, scale: float = None)
VDM_Decoder/sgm/modules/diffusionmodules/lora.py:206
Methodforward
(self, *args, **kwargs)
VDM_Decoder/sgm/modules/diffusionmodules/wrappers.py:20
Methodforward
(self, x: torch.Tensor, t: torch.Tensor, c: dict, **kwargs)
VDM_Decoder/sgm/modules/diffusionmodules/wrappers.py:25
Methodforward
(self, x)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:60
Methodforward
(self, x)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:75
Methodforward
(self, x, temb)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:114
Methodforward
(self, x, **kwargs)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:168
Methodforward
(self, x, **kwargs)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:217
Methodforward
(self, x, context=None, mask=None, **unused_kwargs)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:225
Methodforward
(self, x)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:519
Methodforward
(self, z, **kwargs)
VDM_Decoder/sgm/modules/diffusionmodules/model.py:650
Methodforward
(self, x, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:192
Methodforward
(self, x, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:205
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:232
Methodforward
(self, x, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:263
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:284
Methodforward
(self, x: Tensor, *, cond: Tensor)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:309
Methodforward
(self, x, mask: Optional[Tensor] = None, cond: Optional[Tensor] = None)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:367
Methodforward
(self, x, cond: Optional[Tensor] = None)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:401
Methodforward
(self, x, *args, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:410
Methodforward
(self, x, *args, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:423
Methodforward
(self, x, *args, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:436
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:447
Methodforward
(self, x: Tensor, *, cond: Optional[Tensor] = None)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:469
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:534
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:616
Methodforward
notation b - batch n - convs o - output i - input k - kernel
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:654
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:701
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:722
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:758
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:788
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:835
Methodforward
( self, x, cond: Tensor, )
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:879
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:913
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/magvit2_pytorch.py:1761
Methodforward
(self, x, temb, skip_video=False, timesteps=None)
VDM_Decoder/sgm/modules/autoencoding/temporal_ae.py:62
Methodforward
(self, x, timesteps, skip_video=False)
VDM_Decoder/sgm/modules/autoencoding/temporal_ae.py:136
Methodforward
(self, x, timesteps, skip_time_block=False)
VDM_Decoder/sgm/modules/autoencoding/temporal_ae.py:202
Methodforward
(self, input: torch.Tensor, **kwargs)
VDM_Decoder/sgm/modules/autoencoding/temporal_ae.py:275
Methodforward
einstein notation b - batch n - sequence (or flattened spatial dimensions) d - feature dimension, which is also log2(
VDM_Decoder/sgm/modules/autoencoding/regularizers/lookup_free_quantization.py:173
Methodforward
(self, z: torch.Tensor)
VDM_Decoder/sgm/modules/autoencoding/regularizers/base.py:13
Methodforward
(self, z: torch.Tensor)
VDM_Decoder/sgm/modules/autoencoding/regularizers/base.py:22
Methodforward
(self, z: torch.Tensor)
VDM_Decoder/sgm/modules/autoencoding/regularizers/__init__.py:20
Methodforward
einstein notation b - batch n - sequence (or flattened spatial dimensions) d - feature dimension c - number o
VDM_Decoder/sgm/modules/autoencoding/regularizers/finite_scalar_quantization.py:139
Methodforward
( self, z: torch.Tensor, temp: Optional[float] = None, return_logits: bool = False )
VDM_Decoder/sgm/modules/autoencoding/regularizers/quantize.py:115
Methodforward
( self, z: torch.Tensor, )
VDM_Decoder/sgm/modules/autoencoding/regularizers/quantize.py:223
Methodforward
(self, z: torch.Tensor)
VDM_Decoder/sgm/modules/autoencoding/regularizers/quantize.py:366
Methodforward
(self, z: torch.Tensor)
VDM_Decoder/sgm/modules/autoencoding/regularizers/quantize.py:434
Methodforward
(self, f, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_modules.py:55
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_modules.py:85
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_modules.py:100
Methodforward
(self, x, temb, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_modules.py:141
Methodforward
(self, x, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_modules.py:175
Methodforward
(self, z, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_modules.py:292
Methodforward
(self, f, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_dec_3d.py:70
Methodforward
(self, x, temb, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_dec_3d.py:132
Methodforward
(self, x, zq)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_dec_3d.py:166
Methodforward
(self, z, use_cp=False)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_dec_3d.py:298
Methodforward
(self, z)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_dec_3d.py:456
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/vqvae_blocks.py:45
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/vqvae_blocks.py:60
Methodforward
(self, x, temb)
VDM_Decoder/sgm/modules/autoencoding/vqvae/vqvae_blocks.py:91
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/vqvae_blocks.py:125
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/vqvae_blocks.py:227
Methodforward
(self, z)
VDM_Decoder/sgm/modules/autoencoding/vqvae/vqvae_blocks.py:371
Methodforward
(self, z, temp=None, rescale_logits=False, return_logits=False)
VDM_Decoder/sgm/modules/autoencoding/vqvae/quantize.py:69
Methodforward
(self, z, temp=None, return_logits=False)
VDM_Decoder/sgm/modules/autoencoding/vqvae/quantize.py:202
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_enc_3d.py:80
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_enc_3d.py:116
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_enc_3d.py:155
Methodforward
(self, x, temb)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_enc_3d.py:222
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_enc_3d.py:256
Methodforward
(self, x, use_cp=False)
VDM_Decoder/sgm/modules/autoencoding/vqvae/movq_enc_3d.py:387
Methodforward
(self, input, reverse=False)
VDM_Decoder/sgm/modules/autoencoding/lpips/util.py:65
Methodforward
Standard forward.
VDM_Decoder/sgm/modules/autoencoding/lpips/model/model.py:87
Methodforward
(self, input, target)
VDM_Decoder/sgm/modules/autoencoding/lpips/loss/lpips.py:42
Methodforward
(self, inp)
VDM_Decoder/sgm/modules/autoencoding/lpips/loss/lpips.py:64
Methodforward
(self, X)
VDM_Decoder/sgm/modules/autoencoding/lpips/loss/lpips.py:110
Methodforward
(self, x, space_only=False, time_only=False)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:86
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:135
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:217
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:249
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:296
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:392
Methodforward
(self, x)
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:487
Methodforward
( self, inputs, reconstructions, optimizer_idx, global_step, a
VDM_Decoder/sgm/modules/autoencoding/losses/video_loss.py:563
Methodforward
( self, inputs: torch.Tensor, reconstructions: torch.Tensor, *, # added becau
VDM_Decoder/sgm/modules/autoencoding/losses/discriminator_loss.py:199
Methodforward
(self, latent_inputs, latent_predictions, image_inputs, split="train")
VDM_Decoder/sgm/modules/autoencoding/losses/lpips.py:32
Methodforward
(self, batch, key=None, disable_dropout=False)
VDM_Decoder/sgm/modules/encoders/ip_encoder.py:30
Methodforward
(self, image, no_dropout=False)
VDM_Decoder/sgm/modules/encoders/ip_encoder.py:92
Methodforward
(self, batch: Dict, force_zero_embeddings: Optional[List] = None)
VDM_Decoder/sgm/modules/encoders/modules.py:184
Methodforward
(self, text)
VDM_Decoder/sgm/modules/encoders/modules.py:266
Methodforward
(self, *args, **kwargs)
VDM_Decoder/sgm/models/sat_ours/base_model.py:125
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