Functions — github.com/Tencent-Hunyuan/Hunyuan3D-2

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Functions375 in github.com/Tencent-Hunyuan/Hunyuan3D-2

⨍ Functions 375◇ Types & classes 89 ↳ Endpoints 2

Method__call__

(self, attn, q, k, v)

hy3dgen/shapegen/models/autoencoders/attention_processors.py:39

Method__enter__

Context manager entry: start timing.

hy3dgen/shapegen/utils.py:60

Method__exit__

Context manager exit: stop timing and log results.

hy3dgen/shapegen/utils.py:68

hy3dgen/texgen/hunyuanpaint/unet/modules.py:98

Method__init__

(self, logger, log_level=logging.INFO)

api_server.py:100

Method__init__

(self, model_path='tencent/Hunyuan3D-2mini', tex_model_path='tencent/Hunyuan

api_server.py:147

Method__init__

( self, model_path="Tencent-Hunyuan/HunyuanDiT-v1.1-Diffusers-Distilled", device='cuda

hy3dgen/text2image.py:31

(self, light_remover_ckpt_path, multiview_ckpt_path, subfolder_name)

hy3dgen/texgen/pipelines.py:35

Method__init__

(self, config)

hy3dgen/texgen/pipelines.py:89

Method__init__

(self, config)

hy3dgen/texgen/utils/multiview_utils.py:26

Method__init__

(self, config)

hy3dgen/texgen/utils/imagesuper_utils.py:19

Method__init__

(self)

hy3dgen/texgen/utils/counter_utils.py:17

Method__init__

(self, config)

hy3dgen/texgen/utils/dehighlight_utils.py:23

Method__init__

(self, device)

hy3dgen/texgen/utils/alignImg4Tex_utils.py:22

Method__init__

(self, )

hy3dgen/texgen/utils/alignImg4Tex_utils.py:72

Method__init__

( self, camera_distance=1.45, camera_type='orth', default_resolution=1024, texture_siz

hy3dgen/texgen/differentiable_renderer/mesh_render.py:121

Method__init__

( self, vae: AutoencoderKL, text_encoder: CLIPTextModel, tokenizer: CLIPTokeni

hy3dgen/texgen/hunyuanpaint/pipeline.py:195

Method__init__

(self, transformer: BasicTransformerBlock,layer_name,use_ma=True,use_ra=True,is_turbo=False)

hy3dgen/texgen/hunyuanpaint/unet/modules.py:47

Method__init__

(self, size=512, border_ratio=None)

hy3dgen/shapegen/preprocessors.py:126

Method__init__

(self, name=None)

hy3dgen/shapegen/utils.py:57

Method__init__

( self, num_train_timesteps: int = 1000, shift: float = 1.0, use_dynamic_shift

hy3dgen/shapegen/schedulers.py:79

Method__init__

( self, num_train_timesteps: int = 1000, pcm_timesteps: int = 50, )

hy3dgen/shapegen/schedulers.py:335

Method__init__

( self, vae, model, scheduler, conditioner, image_processor,

hy3dgen/shapegen/pipelines.py:234

Method__init__

(self, num_points=8192)

hy3dgen/shapegen/surface_loaders.py:120

Method__init__

(self, num_uniform_points=8192, num_sharp_points=8192, **kwargs)

hy3dgen/shapegen/surface_loaders.py:142

Method__init__

(self, executable: str = None)

hy3dgen/shapegen/postprocessors.py:180

Method__init__

( self, version=None, config=None, use_cls_token=True, image_size=224,

hy3dgen/shapegen/models/conditioner.py:135

Method__init__

( self, main_image_encoder, additional_image_encoder, )

hy3dgen/shapegen/models/conditioner.py:215

Method__init__

( self, main_image_encoder, )

hy3dgen/shapegen/models/conditioner.py:240

Method__init__

(self, in_dim: int, hidden_dim: int)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:73

Method__init__

(self, dim: int)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:84

Method__init__

(self, dim: int)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:96

Method__init__

( self, dim: int, num_heads: int = 8, qkv_bias: bool = False, )

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:108

Method__init__

(self, dim: int, double: bool)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:139

Method__init__

( self, hidden_size: int, num_heads: int, mlp_ratio: float, qkv_bias:

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:156

Method__init__

( self, hidden_size: int, num_heads: int, mlp_ratio: float = 4.0, qk_s

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:226

Method__init__

(self, hidden_size: int, patch_size: int, out_channels: int)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:271

Method__init__

( self, in_channels: int = 64, context_in_dim: int = 1536, hidden_size: int =

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:285

Method__init__

(self, num_channels: int, downscale_freq_shift: float = 0.0,

hy3dgen/shapegen/models/denoisers/hunyuandit.py:51

Method__init__

(self, hidden_size, frequency_embedding_size=256, cond_proj_dim=None, out_size=None)

hy3dgen/shapegen/models/denoisers/hunyuandit.py:84

Method__init__

( self, qdim, kdim, num_heads, qkv_bias=True, qk_norm=False,

hy3dgen/shapegen/models/denoisers/hunyuandit.py:126

Method__init__

( self, dim, num_heads, qkv_bias=True, qk_norm=False, norm_lay

hy3dgen/shapegen/models/denoisers/hunyuandit.py:235

Method__init__

( self, hidden_size, c_emb_size, num_heads, text_states_dim=1024,

hy3dgen/shapegen/models/denoisers/hunyuandit.py:292

Method__init__

(self, spacial_dim: int, embed_dim: int, num_heads: int, output_dim: int = None)

hy3dgen/shapegen/models/denoisers/hunyuandit.py:396

Method__init__

(self, final_hidden_size, out_channels)

hy3dgen/shapegen/models/denoisers/hunyuandit.py:442

Method__init__

( self, input_size=1024, in_channels=4, hidden_size=1024, context_dim=

hy3dgen/shapegen/models/denoisers/hunyuandit.py:457

Method__init__

(self, dim, num_experts=8, moe_top_k=2, activation_fn="gelu", dropout=0.0, final_dropout=Fals

hy3dgen/shapegen/models/denoisers/moe_layers.py:94

Method__init__

(self, mesh_v=None, mesh_f=None)

hy3dgen/shapegen/models/autoencoders/surface_extractors.py:24

Method__init__

The initialization

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:74

Method__init__

(self, drop_prob: float = 0., scale_by_keep: bool = True)

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:138

Method__init__

( self, *, heads: int, n_data: Optional[int] = None, width=None,

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:186

Method__init__

( self, *, width: int, heads: int, qkv_bias: bool = True, n_da

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:220

Method__init__

( self, *, n_data: Optional[int] = None, width: int, heads: int,

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:265

Method__init__

( self, *, heads: int, n_ctx: int, width=None, qk_norm=False,

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:303

Method__init__

( self, *, n_ctx: int, width: int, heads: int, qkv_bias: bool,

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:333

Method__init__

( self, *, n_ctx: int, width: int, heads: int, qkv_bias: bool

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:367

Method__init__

( self, *, n_ctx: int, width: int, layers: int, heads: int,

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:399

Method__init__

( self, *, num_latents: int, out_channels: int, fourier_embedder: Four

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:438

Method__init__

( self, *, num_latents: int, downsample_ratio: float, pc_size: int, pc

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:513

Method__init__

(self, topk_mode='mean')

hy3dgen/shapegen/models/autoencoders/volume_decoders.py:281

Method__init__

(self, parameters: Union[torch.Tensor, List[torch.Tensor]], deterministic=False, feat_dim=1)

hy3dgen/shapegen/models/autoencoders/model.py:31

Method__init__

( self, volume_decoder=None, surface_extractor=None )

hy3dgen/shapegen/models/autoencoders/model.py:158

Method__init__

(self, topk=None)

hy3dgen/shapegen/models/autoencoders/attention_processors.py:36

Method__len__

(self)

hy3dgen/shapegen/schedulers.py:320

Method__len__

(self)

hy3dgen/shapegen/schedulers.py:479

Method_execution_device

r""" Returns the device on which the pipeline's models will be executed. After calling [`~DiffusionPipeline.enable_sequential_cpu_offl

hy3dgen/shapegen/pipelines.py:313

Method_sigma_to_t

(self, sigma)

hy3dgen/shapegen/schedulers.py:379

Methodadd_value

(self, value)

hy3dgen/texgen/utils/counter_utils.py:24

Functionappend_dims

Appends dimensions to the end of a tensor until it has target_dims dimensions.

hy3dgen/texgen/hunyuanpaint/pipeline.py:76

Methodbackward

(ctx, grad_output)

hy3dgen/shapegen/models/denoisers/moe_layers.py:23

Methodbake_texture

(self, colors, elevs, azims, camera_distance=None, center=None, exp=6, weights=None)

hy3dgen/texgen/differentiable_renderer/mesh_render.py:759

Methodbegin_index

The index for the first timestep. It should be set from pipeline with `set_begin_index` method.

hy3dgen/shapegen/schedulers.py:110

Methodbegin_index

The index for the first timestep. It should be set from pipeline with `set_begin_index` method.

hy3dgen/shapegen/schedulers.py:362

Methodcat_recursive

(a, b, c)

hy3dgen/shapegen/pipelines.py:435

Methodcolor_rgb_to_srgb

(self, image)

hy3dgen/texgen/differentiable_renderer/mesh_render.py:309

Methodconvert_normal_map

(self, image)

hy3dgen/texgen/differentiable_renderer/mesh_render.py:493

Methodconvert_pil_list_to_tensor

(images)

hy3dgen/texgen/hunyuanpaint/pipeline.py:281

Methodddim_step

(self, pred_x0, pred_noise, timestep_index, N_gen)

hy3dgen/texgen/hunyuanpaint/pipeline.py:159

hy3dgen/shapegen/models/autoencoders/attention_blocks.py:162

Methodflat_and_mask

(bgr, a)

hy3dgen/texgen/utils/dehighlight_utils.py:40

( self, hidden_states: torch.Tensor, attention_mask: Optional[torch.Tensor] = None,

hy3dgen/texgen/hunyuanpaint/unet/modules.py:104

Methodforward

( self, sample, timestep, encoder_hidden_states, *args, down_intrablock_additional_residuals=N

hy3dgen/texgen/hunyuanpaint/unet/modules.py:498

Methodforward

(self, image, mask=None, value_range=(-1, 1), **kwargs)

hy3dgen/shapegen/models/conditioner.py:91

Methodforward

(self, image, mask=None, value_range=(-1, 1), view_idxs=None)

hy3dgen/shapegen/models/conditioner.py:154

Methodforward

(self, image, mask=None, **kwargs)

hy3dgen/shapegen/models/conditioner.py:224

Methodforward

(self, image, mask=None, **kwargs)

hy3dgen/shapegen/models/conditioner.py:247

Methodforward

(self, x: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:68

Methodforward

(self, x: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:79

Methodforward

(self, x: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:88

Methodforward

(self, q: Tensor, k: Tensor, v: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:101

Methodforward

(self, x: Tensor, pe: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:122

Methodforward

(self, vec: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:145

Methodforward

(self, img: Tensor, txt: Tensor, vec: Tensor, pe: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:189

Methodforward

(self, x: Tensor, vec: Tensor, pe: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:254

Methodforward

(self, x: Tensor, vec: Tensor)

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:277

Methodforward

( self, x, t, contexts, **kwargs, )

hy3dgen/shapegen/models/denoisers/hunyuan3ddit.py:381

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