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Functions1,225 in github.com/JasonLSC/GSCodec_Studio

Methodapply
(self, tensor: Tensor, step: int)
gsplat/compression_simulation/mask.py:117
Methodapply
(self, tensor: Tensor, step: int)
gsplat/compression_simulation/mask.py:213
Functionapply_depth_colormap
Converts a depth image to color for easier analysis. Args: depth (torch.Tensor): (..., 1) float32 depth. acc (torch.Tensor | None
examples/utils.py:258
Functionbackward
()
profiling/main.py:128
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/ops.py:74
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/ops.py:89
Methodbackward
(ctx, grad_output: Tensor)
gsplat/compression_simulation/quantizer.py:90
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/gaussian_distribution_model.py:30
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/gaussian_distribution_model.py:53
Methodbackward
(ctx, grad)
gsplat/compression_simulation/gaussian_distribution_model.py:137
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:367
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:385
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:406
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:426
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:444
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:464
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:484
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:495
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/simulation.py:503
Methodbackward
(ctx, grad_output)
gsplat/compression_simulation/entropy_model.py:365
Methodbackward
(ctx, v_covars: Tensor, v_precis: Tensor)
gsplat/cuda/_wrapper.py:668
Methodbackward
(ctx, v_means_c: Tensor, v_covars_c: Tensor)
gsplat/cuda/_wrapper.py:754
Methodbackward
(ctx, v_radii, v_means2d, v_depths, v_conics, v_compensations)
gsplat/cuda/_wrapper.py:832
Methodbackward
( ctx, v_render_colors: Tensor, # [C, H, W, 3] v_render_alphas: Tensor, # [C, H, W,
gsplat/cuda/_wrapper.py:958
Methodbackward
( ctx, v_camera_ids, v_gaussian_ids, v_radii, v_means2d, v_dep
gsplat/cuda/_wrapper.py:1105
Methodbackward
(ctx, v_colors: Tensor)
gsplat/cuda/_wrapper.py:1240
Methodbackward
(ctx, v_radii, v_means2d, v_depths, v_ray_transforms, v_normals)
gsplat/cuda/_wrapper.py:1414
Methodbackward
( ctx, v_camera_ids, v_gaussian_ids, v_radii, v_means2d, v_dep
gsplat/cuda/_wrapper.py:1527
Methodbackward
( ctx, v_render_colors: Tensor, v_render_alphas: Tensor, v_render_normals: Ten
gsplat/cuda/_wrapper.py:1906
Functionbilateral_grid_tv_loss
Computes total variations of bilateral grids.
examples/lib_bilagrid.py:129
Functionbinary
(num)
gsplat/cuda/_torch_impl.py:369
Functionblob_to_array
(blob, dtype, shape=(-1,))
mpeg_gsc_utils/pre_colmap.py:101
Functionbuild_scaling_rotation
(s, r)
examples/helper/STG/general_utils.py:203
Functioncalculate_memory_per_frame
Calculate memory per frame in bytes from bitrate in kbps.
scripts/main_track_vid/extract_metrics.py:81
Functioncalculate_memory_per_frame
Calculate memory per frame in bytes from bitrate in kbps.
scripts/1f_vid/extract_metrics.py:81
Functioncall_cuda
(*args, **kwargs)
gsplat/cuda/_wrapper.py:10
FunctioncameraList_from_camInfos
(cam_infos, resolution_scale, args)
examples/helper/STG/camera_utils.py:257
FunctioncameraList_from_camInfosv2nogt
(cam_infos, resolution_scale, args)
examples/helper/STG/camera_utils.py:277
Functioncamera_to_JSON
(id, camera : Camera)
examples/helper/STG/camera_utils.py:285
Methodcheck_sanity
Sanity check for the parameters and optimizers. Check if: * `params` and `optimizers` have the same keys. * Each opti
gsplat/strategy/modified_stg.py:52
Methodcheck_sanity
Sanity check for the parameters and optimizers. Check if: * `params` and `optimizers` have the same keys. * Each opti
gsplat/strategy/STG_Strategy.py:51
Methodcheck_sanity
Sanity check for the parameters and optimizers. Check if: * `params` and `optimizers` have the same keys. * Each opti
gsplat/strategy/default.py:112
Functionclone_splats
(splats: TensorDict)
gsplat/compression/post_training/stages.py:196
Methodcompress
Run compression Args: compress_dir (str): directory to save compressed files splats (Dict[str, Tensor]): Gaussian spl
gsplat/compression/entropy_coding_compression.py:114
Methodcompress
Run compression Args: compress_dir (str): directory to save compressed files splats (Dict[str, Tensor]): Gaussian spl
gsplat/compression/hybrid_compression.py:80
Methodcompress
Run compression Args: compress_dir (str): directory to save compressed files splats (Dict[str, Tensor]): Gaussian spl
gsplat/compression/hevc_compression.py:101
Methodcompress
Run compression Args: compress_dir (str): directory to save compressed files splats (Dict[str, Tensor]): Gaussian spl
gsplat/compression/stg_compression.py:85
Methodcompress
Run compression Args: splats_videos (Dict[str, Tensor]): dictionary of splats videos in Tensor format compress_dir (s
gsplat/compression/seq_hevc_compression.py:301
Methodcompress
Run compression Args: compress_dir (str): directory to save compressed files
gsplat/compression/yuv_compression.py:335
Methodcompress
Compresses a list of splat frames. 1. Reorganizes data into attribute-based videos. 2. Saves each video as a raw YUV
gsplat/compression/yuv_codec.py:509
Functionconvert_mp4_to_png_sequence_via_ffmpeg
Convert MP4 video to PNG sequence using ffmpeg Args: input_mp4 (str): Path to input MP4 file output_path (str): Director
n3d_utils/video_preprocess.py:10
Functionconvert_mp4_to_png_sequence_via_ffmpeg_with_resolution
Convert MP4 video to PNG sequence using ffmpeg with optional resolution specification Args: input_mp4 (str): Path to input MP4 f
n3d_utils/video_preprocess.py:46
Methodcopy_for_attribute_overrides
( self, overrides: Optional[Mapping[str, Mapping[str, Any]]] )
gsplat/compression_simulation/config.py:94
Functioncuda_toolkit_version
Get the cuda toolkit version.
gsplat/cuda/_backend.py:65
Functiondeco
(cls: Type[QuantizerBase])
gsplat/compression/post_training/components/quant/registry.py:14
Methoddecode
(self, frame_dir: Path, artifacts: CodecArtifacts, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codec.py:91
Methoddecode
(self, frame_dir: Path, artifacts: CodecArtifacts, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codec.py:225
Methoddecode
(self, frame_dir: Path, artifacts: CodecArtifacts, quant_ctx: QuantizationContext)
gsplat/compression/post_training/legacy_png.py:151
Methoddecode
Decode artifacts back into tensors (usually integer labels/values).
gsplat/compression/post_training/components/base_codec.py:22
Methoddecode
(self, frame_dir: Path, artifacts: CodecArtifacts, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codecs/__init__.py:217
Methoddecode
(self, frame_dir: Path, artifacts: CodecArtifacts, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codecs/__init__.py:344
Methoddecompress
Run decompression Args: compress_dir (str): directory that contains compressed files Returns: Dict[str, Tens
gsplat/compression/entropy_coding_compression.py:168
Methoddecompress
Run decompression Args: compress_dir (str): directory that contains compressed files Returns: Dict[str, Tens
gsplat/compression/hybrid_compression.py:118
Methoddecompress
Run decompression Args: compress_dir (str): directory that contains compressed files Returns: Dict[str, Tens
gsplat/compression/hevc_compression.py:149
Methoddecompress
Run decompression Args: compress_dir (str): directory that contains compressed files Returns: Dict[str, Tens
gsplat/compression/stg_compression.py:124
Methoddecompress
Run decompression Args: compress_dir (str): directory that contains compressed files Returns: Dict[str, Tens
gsplat/compression/seq_hevc_compression.py:331
Methoddecompress
Run decompression Args: compress_dir (str): directory that contains compressed files Returns: Dict[str, Tens
gsplat/compression/yuv_compression.py:368
Methoddecorated
(*args, **kwargs)
gsplat/profile.py:54
Functiondefault_attribute_configs
default attribute configs
examples/codec_ply_sequence.py:95
Functiondefault_qp_values
default qp values
examples/compress_ply_sequence.py:78
Functiondefault_qp_values
default qp values
examples/codec_ply_sequence.py:80
Methoddeorganize
Deorganize the dictionary of splats videos into a list of splats. Args: splats_videos_c (Dict[str, Tensor]): dictionary o
gsplat/compression/seq_hevc_compression.py:481
Methoddequantize
Reconstruct floating tensors from quantized tensors and context.
gsplat/compression/post_training/components/quant/base.py:16
Methoddequantize_field
(self, tensor: torch.Tensor, stats: QuantFieldStats)
gsplat/compression/post_training/components/quant/vector.py:140
Methodencode
(self, frame_dir: Path, splats: TensorDict, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codec.py:68
Methodencode
(self, frame_dir: Path, splats: TensorDict, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codec.py:106
Methodencode
(self, frame_dir: Path, splats: TensorDict, quant_ctx: QuantizationContext)
gsplat/compression/post_training/legacy_png.py:34
Methodencode
Encode quantized splats to files and return artifact metadata.
gsplat/compression/post_training/components/base_codec.py:17
Methodencode
(self, frame_dir: Path, splats: TensorDict, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codecs/__init__.py:47
Methodencode
(self, frame_dir: Path, splats: TensorDict, quant_ctx: QuantizationContext)
gsplat/compression/post_training/codecs/__init__.py:323
Functioneval_sh
Evaluate spherical harmonics at unit directions using hardcoded SH polynomials. Works with torch/np/jnp. ... Can be 0 or more batch d
examples/helper/STG/sh_utils.py:57
Functionfake_quantize
(input: Tensor, lower_bd: float, upper_bd: float, bitwidth: int = 8, q_type: str = "round")
gsplat/compression_simulation/ops.py:14
Methodformat_size
Convert byte size to readable format (KB, MB, GB, etc.)
examples/compress_ply_sequence.py:812
Methodformat_size
Convert byte size to readable format (KB, MB, GB, etc.)
examples/codec_ply_sequence.py:968
Methodforward
(self, x, current_step)
gsplat/compression_simulation/ada_mask.py:32
Methodforward
(ctx, input, bitdepth = 8, min = -1, max = 1)
gsplat/compression_simulation/ops.py:59
Methodforward
(ctx, input)
gsplat/compression_simulation/ops.py:80
Methodforward
(ctx, input: Tensor, lower: float, upper: float, bitwidth: int)
gsplat/compression_simulation/quantizer.py:82
Methodforward
(ctx, input)
gsplat/compression_simulation/gaussian_distribution_model.py:21
Methodforward
(ctx, input, Q, input_mean=None)
gsplat/compression_simulation/gaussian_distribution_model.py:41
Methodforward
(ctx, inputs, embeddings, offsets_list, resolutions_list, calc_grad_inputs=False, min_level_id=None, n_levels_
gsplat/compression_simulation/gaussian_distribution_model.py:59
Methodforward
(self, inputs, min_level_id=None, max_level_id=None, test_phase=False, outspace_params=None, binary_vxl=None,
gsplat/compression_simulation/gaussian_distribution_model.py:247
Methodforward
(self, x)
gsplat/compression_simulation/gaussian_distribution_model.py:339
Methodforward
(self, x)
gsplat/compression_simulation/gaussian_distribution_model.py:372
Methodforward
(ctx, input, bitdepth = 8)
gsplat/compression_simulation/simulation.py:354
Methodforward
(ctx, input, bitdepth = 16)
gsplat/compression_simulation/simulation.py:372
Methodforward
(ctx, input, bitdepth = 8)
gsplat/compression_simulation/simulation.py:390
Methodforward
(ctx, input, bitdepth = 8)
gsplat/compression_simulation/simulation.py:411
Methodforward
(ctx, input, bitdepth = 8)
gsplat/compression_simulation/simulation.py:431
Methodforward
(ctx, input, bitdepth = 8)
gsplat/compression_simulation/simulation.py:449
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