├── .gitattributes ├── .gitignore ├── Hackathon2021 └── README.md ├── Hackathon2022 ├── HackathonGuide.md ├── README.md └── code │ ├── .clang-format │ ├── .gitignore │ ├── .style.yapf │ ├── AttentionPlugin │ ├── AttentionPlugin.cu │ ├── AttentionPlugin.h │ ├── Makefile │ ├── attentionKernels.cu │ ├── attentionKernels.h │ ├── layerKernels.cu │ ├── layerKernels.h │ ├── testAttentionPlugin.py │ ├── utils.cu │ └── utils.h │ ├── LayerNormPlugin │ ├── LayerNormPlugin.cu │ ├── LayerNormPlugin.h │ ├── Makefile │ └── testLayerNormPlugin.py │ ├── MaskPlugin-1output │ ├── Makefile │ ├── MaskPlugin.cu │ ├── MaskPlugin.h │ └── testMaskPlugin.py │ ├── MaskPlugin-2output │ ├── Makefile │ ├── MaskPlugin.cu │ ├── MaskPlugin.h │ └── testMaskPlugin.py │ ├── README.md │ ├── build.sh │ ├── calibrator.py │ ├── createFakeIOData.py │ ├── decoder-surgeonV3.py │ ├── decoder.onnx │ ├── decoder.py │ ├── encoder-surgeonV5.py │ ├── encoder-surgeonV6.py │ ├── encoder.onnx │ ├── encoder.py │ ├── requirements.txt │ └── testEncoderAndDecoder.py ├── Hackathon2023 ├── README.md ├── controlnet │ ├── DDIM_scheduler.py │ ├── HACKATHON.md │ ├── LICENSE │ ├── README.md │ ├── annotator │ │ ├── canny │ │ │ └── __init__.py │ │ ├── ckpts │ │ │ └── ckpts.txt │ │ ├── hed │ │ │ └── __init__.py │ │ ├── midas │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── api.py │ │ │ ├── midas │ │ │ │ ├── __init__.py │ │ │ │ ├── base_model.py │ │ │ │ ├── blocks.py │ │ │ │ ├── dpt_depth.py │ │ │ │ ├── midas_net.py │ │ │ │ ├── midas_net_custom.py │ │ │ │ ├── transforms.py │ │ │ │ └── vit.py │ │ │ └── utils.py │ │ ├── mlsd │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── models │ │ │ │ ├── mbv2_mlsd_large.py │ │ │ │ └── mbv2_mlsd_tiny.py │ │ │ └── utils.py │ │ ├── openpose │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── body.py │ │ │ ├── hand.py │ │ │ ├── model.py │ │ │ └── util.py │ │ ├── uniformer │ │ │ ├── LICENSE │ │ │ ├── __init__.py │ │ │ ├── configs │ │ │ │ └── _base_ │ │ │ │ │ ├── datasets │ │ │ │ │ ├── ade20k.py │ │ │ │ │ ├── chase_db1.py │ │ │ │ │ ├── cityscapes.py │ │ │ │ │ ├── cityscapes_769x769.py │ │ │ │ │ ├── drive.py │ │ │ │ │ ├── hrf.py │ │ │ │ │ ├── pascal_context.py │ │ │ │ │ ├── pascal_context_59.py │ │ │ │ │ ├── pascal_voc12.py │ │ │ │ │ ├── pascal_voc12_aug.py │ │ │ │ │ └── stare.py │ │ │ │ │ ├── default_runtime.py │ │ │ │ │ ├── models │ │ │ │ │ ├── ann_r50-d8.py │ │ │ │ │ ├── apcnet_r50-d8.py │ │ │ │ │ ├── ccnet_r50-d8.py │ │ │ │ │ ├── cgnet.py │ │ │ │ │ ├── danet_r50-d8.py │ │ │ │ │ ├── deeplabv3_r50-d8.py │ │ │ │ │ ├── deeplabv3_unet_s5-d16.py │ │ │ │ │ ├── deeplabv3plus_r50-d8.py │ │ │ │ │ ├── dmnet_r50-d8.py │ │ │ │ │ ├── dnl_r50-d8.py │ │ │ │ │ ├── emanet_r50-d8.py │ │ │ │ │ ├── encnet_r50-d8.py │ │ │ │ │ ├── fast_scnn.py │ │ │ │ │ ├── fcn_hr18.py │ │ │ │ │ ├── fcn_r50-d8.py │ │ │ │ │ ├── fcn_unet_s5-d16.py │ │ │ │ │ ├── fpn_r50.py │ │ │ │ │ ├── fpn_uniformer.py │ │ │ │ │ ├── gcnet_r50-d8.py │ │ │ │ │ ├── lraspp_m-v3-d8.py │ │ │ │ │ ├── nonlocal_r50-d8.py │ │ │ │ │ ├── ocrnet_hr18.py │ │ │ │ │ ├── ocrnet_r50-d8.py │ │ │ │ │ ├── pointrend_r50.py │ │ │ │ │ ├── psanet_r50-d8.py │ │ │ │ │ ├── pspnet_r50-d8.py │ │ │ │ │ ├── pspnet_unet_s5-d16.py │ │ │ │ │ ├── upernet_r50.py │ │ │ │ │ └── upernet_uniformer.py │ │ │ │ │ └── schedules │ │ │ │ │ ├── schedule_160k.py │ │ │ │ │ ├── schedule_20k.py │ │ │ │ │ ├── schedule_40k.py │ │ │ │ │ └── schedule_80k.py │ │ │ ├── exp │ │ │ │ └── upernet_global_small │ │ │ │ │ ├── config.py │ │ │ │ │ ├── run.sh │ │ │ │ │ ├── test.sh │ │ │ │ │ ├── test_config_g.py │ │ │ │ │ ├── test_config_h32.py │ │ │ │ │ └── test_config_w32.py │ │ │ ├── mmcv │ │ │ │ ├── __init__.py │ │ │ │ ├── arraymisc │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── quantization.py │ │ │ │ ├── cnn │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── alexnet.py │ │ │ │ │ ├── bricks │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── activation.py │ │ │ │ │ │ ├── context_block.py │ │ │ │ │ │ ├── conv.py │ │ │ │ │ │ ├── conv2d_adaptive_padding.py │ │ │ │ │ │ ├── conv_module.py │ │ │ │ │ │ ├── conv_ws.py │ │ │ │ │ │ ├── depthwise_separable_conv_module.py │ │ │ │ │ │ ├── drop.py │ │ │ │ │ │ ├── generalized_attention.py │ │ │ │ │ │ ├── hsigmoid.py │ │ │ │ │ │ ├── hswish.py │ │ │ │ │ │ ├── non_local.py │ │ │ │ │ │ ├── norm.py │ │ │ │ │ │ ├── padding.py │ │ │ │ │ │ ├── plugin.py │ │ │ │ │ │ ├── registry.py │ │ │ │ │ │ ├── scale.py │ │ │ │ │ │ ├── swish.py │ │ │ │ │ │ ├── transformer.py │ │ │ │ │ │ ├── upsample.py │ │ │ │ │ │ └── wrappers.py │ │ │ │ │ ├── builder.py │ │ │ │ │ ├── resnet.py │ │ │ │ │ ├── utils │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── flops_counter.py │ │ │ │ │ │ ├── fuse_conv_bn.py │ │ │ │ │ │ ├── sync_bn.py │ │ │ │ │ │ └── weight_init.py │ │ │ │ │ └── vgg.py │ │ │ │ ├── engine │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── test.py │ │ │ │ ├── fileio │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── file_client.py │ │ │ │ │ ├── handlers │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── base.py │ │ │ │ │ │ ├── json_handler.py │ │ │ │ │ │ ├── pickle_handler.py │ │ │ │ │ │ └── yaml_handler.py │ │ │ │ │ ├── io.py │ │ │ │ │ └── parse.py │ │ │ │ ├── image │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── colorspace.py │ │ │ │ │ ├── geometric.py │ │ │ │ │ ├── io.py │ │ │ │ │ ├── misc.py │ │ │ │ │ └── photometric.py │ │ │ │ ├── model_zoo │ │ │ │ │ ├── deprecated.json │ │ │ │ │ ├── mmcls.json │ │ │ │ │ └── open_mmlab.json │ │ │ │ ├── ops │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── assign_score_withk.py │ │ │ │ │ ├── ball_query.py │ │ │ │ │ ├── bbox.py │ │ │ │ │ ├── border_align.py │ │ │ │ │ ├── box_iou_rotated.py │ │ │ │ │ ├── carafe.py │ │ │ │ │ ├── cc_attention.py │ │ │ │ │ ├── contour_expand.py │ │ │ │ │ ├── corner_pool.py │ │ │ │ │ ├── correlation.py │ │ │ │ │ ├── deform_conv.py │ │ │ │ │ ├── deform_roi_pool.py │ │ │ │ │ ├── deprecated_wrappers.py │ │ │ │ │ ├── focal_loss.py │ │ │ │ │ ├── furthest_point_sample.py │ │ │ │ │ ├── fused_bias_leakyrelu.py │ │ │ │ │ ├── gather_points.py │ │ │ │ │ ├── group_points.py │ │ │ │ │ ├── info.py │ │ │ │ │ ├── iou3d.py │ │ │ │ │ ├── knn.py │ │ │ │ │ ├── masked_conv.py │ │ │ │ │ ├── merge_cells.py │ │ │ │ │ ├── modulated_deform_conv.py │ │ │ │ │ ├── multi_scale_deform_attn.py │ │ │ │ │ ├── nms.py │ │ │ │ │ ├── pixel_group.py │ │ │ │ │ ├── point_sample.py │ │ │ │ │ ├── points_in_boxes.py │ │ │ │ │ ├── points_sampler.py │ │ │ │ │ ├── psa_mask.py │ │ │ │ │ ├── roi_align.py │ │ │ │ │ ├── roi_align_rotated.py │ │ │ │ │ ├── roi_pool.py │ │ │ │ │ ├── roiaware_pool3d.py │ │ │ │ │ ├── roipoint_pool3d.py │ │ │ │ │ ├── saconv.py │ │ │ │ │ ├── scatter_points.py │ │ │ │ │ ├── sync_bn.py │ │ │ │ │ ├── three_interpolate.py │ │ │ │ │ ├── three_nn.py │ │ │ │ │ ├── tin_shift.py │ │ │ │ │ ├── upfirdn2d.py │ │ │ │ │ └── voxelize.py │ │ │ │ ├── parallel │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── _functions.py │ │ │ │ │ ├── collate.py │ │ │ │ │ ├── data_container.py │ │ │ │ │ ├── data_parallel.py │ │ │ │ │ ├── distributed.py │ │ │ │ │ ├── distributed_deprecated.py │ │ │ │ │ ├── registry.py │ │ │ │ │ ├── scatter_gather.py │ │ │ │ │ └── utils.py │ │ │ │ ├── runner │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base_module.py │ │ │ │ │ ├── base_runner.py │ │ │ │ │ ├── builder.py │ │ │ │ │ ├── checkpoint.py │ │ │ │ │ ├── default_constructor.py │ │ │ │ │ ├── dist_utils.py │ │ │ │ │ ├── epoch_based_runner.py │ │ │ │ │ ├── fp16_utils.py │ │ │ │ │ ├── hooks │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── checkpoint.py │ │ │ │ │ │ ├── closure.py │ │ │ │ │ │ ├── ema.py │ │ │ │ │ │ ├── evaluation.py │ │ │ │ │ │ ├── hook.py │ │ │ │ │ │ ├── iter_timer.py │ │ │ │ │ │ ├── logger │ │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ │ ├── base.py │ │ │ │ │ │ │ ├── dvclive.py │ │ │ │ │ │ │ ├── mlflow.py │ │ │ │ │ │ │ ├── neptune.py │ │ │ │ │ │ │ ├── pavi.py │ │ │ │ │ │ │ ├── tensorboard.py │ │ │ │ │ │ │ ├── text.py │ │ │ │ │ │ │ └── wandb.py │ │ │ │ │ │ ├── lr_updater.py │ │ │ │ │ │ ├── memory.py │ │ │ │ │ │ ├── momentum_updater.py │ │ │ │ │ │ ├── optimizer.py │ │ │ │ │ │ ├── profiler.py │ │ │ │ │ │ ├── sampler_seed.py │ │ │ │ │ │ └── sync_buffer.py │ │ │ │ │ ├── iter_based_runner.py │ │ │ │ │ ├── log_buffer.py │ │ │ │ │ ├── optimizer │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── builder.py │ │ │ │ │ │ └── default_constructor.py │ │ │ │ │ ├── priority.py │ │ │ │ │ └── utils.py │ │ │ │ ├── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── config.py │ │ │ │ │ ├── env.py │ │ │ │ │ ├── ext_loader.py │ │ │ │ │ ├── logging.py │ │ │ │ │ ├── misc.py │ │ │ │ │ ├── parrots_jit.py │ │ │ │ │ ├── parrots_wrapper.py │ │ │ │ │ ├── path.py │ │ │ │ │ ├── progressbar.py │ │ │ │ │ ├── registry.py │ │ │ │ │ ├── testing.py │ │ │ │ │ ├── timer.py │ │ │ │ │ ├── trace.py │ │ │ │ │ └── version_utils.py │ │ │ │ ├── version.py │ │ │ │ ├── video │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── io.py │ │ │ │ │ ├── optflow.py │ │ │ │ │ └── processing.py │ │ │ │ └── visualization │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── color.py │ │ │ │ │ ├── image.py │ │ │ │ │ └── optflow.py │ │ │ ├── mmcv_custom │ │ │ │ ├── __init__.py │ │ │ │ └── checkpoint.py │ │ │ └── mmseg │ │ │ │ ├── apis │ │ │ │ ├── __init__.py │ │ │ │ ├── inference.py │ │ │ │ ├── test.py │ │ │ │ └── train.py │ │ │ │ ├── core │ │ │ │ ├── __init__.py │ │ │ │ ├── evaluation │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── class_names.py │ │ │ │ │ ├── eval_hooks.py │ │ │ │ │ └── metrics.py │ │ │ │ ├── seg │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── builder.py │ │ │ │ │ └── sampler │ │ │ │ │ │ ├── __init__.py │ │ │ │ │ │ ├── base_pixel_sampler.py │ │ │ │ │ │ └── ohem_pixel_sampler.py │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ └── misc.py │ │ │ │ ├── datasets │ │ │ │ ├── __init__.py │ │ │ │ ├── ade.py │ │ │ │ ├── builder.py │ │ │ │ ├── chase_db1.py │ │ │ │ ├── cityscapes.py │ │ │ │ ├── custom.py │ │ │ │ ├── dataset_wrappers.py │ │ │ │ ├── drive.py │ │ │ │ ├── hrf.py │ │ │ │ ├── pascal_context.py │ │ │ │ ├── pipelines │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── compose.py │ │ │ │ │ ├── formating.py │ │ │ │ │ ├── loading.py │ │ │ │ │ ├── test_time_aug.py │ │ │ │ │ └── transforms.py │ │ │ │ ├── stare.py │ │ │ │ └── voc.py │ │ │ │ ├── models │ │ │ │ ├── __init__.py │ │ │ │ ├── backbones │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── cgnet.py │ │ │ │ │ ├── fast_scnn.py │ │ │ │ │ ├── hrnet.py │ │ │ │ │ ├── mobilenet_v2.py │ │ │ │ │ ├── mobilenet_v3.py │ │ │ │ │ ├── resnest.py │ │ │ │ │ ├── resnet.py │ │ │ │ │ ├── resnext.py │ │ │ │ │ ├── unet.py │ │ │ │ │ ├── uniformer.py │ │ │ │ │ └── vit.py │ │ │ │ ├── builder.py │ │ │ │ ├── decode_heads │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── ann_head.py │ │ │ │ │ ├── apc_head.py │ │ │ │ │ ├── aspp_head.py │ │ │ │ │ ├── cascade_decode_head.py │ │ │ │ │ ├── cc_head.py │ │ │ │ │ ├── da_head.py │ │ │ │ │ ├── decode_head.py │ │ │ │ │ ├── dm_head.py │ │ │ │ │ ├── dnl_head.py │ │ │ │ │ ├── ema_head.py │ │ │ │ │ ├── enc_head.py │ │ │ │ │ ├── fcn_head.py │ │ │ │ │ ├── fpn_head.py │ │ │ │ │ ├── gc_head.py │ │ │ │ │ ├── lraspp_head.py │ │ │ │ │ ├── nl_head.py │ │ │ │ │ ├── ocr_head.py │ │ │ │ │ ├── point_head.py │ │ │ │ │ ├── psa_head.py │ │ │ │ │ ├── psp_head.py │ │ │ │ │ ├── sep_aspp_head.py │ │ │ │ │ ├── sep_fcn_head.py │ │ │ │ │ └── uper_head.py │ │ │ │ ├── losses │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── accuracy.py │ │ │ │ │ ├── cross_entropy_loss.py │ │ │ │ │ ├── dice_loss.py │ │ │ │ │ ├── lovasz_loss.py │ │ │ │ │ └── utils.py │ │ │ │ ├── necks │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── fpn.py │ │ │ │ │ └── multilevel_neck.py │ │ │ │ ├── segmentors │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── base.py │ │ │ │ │ ├── cascade_encoder_decoder.py │ │ │ │ │ └── encoder_decoder.py │ │ │ │ └── utils │ │ │ │ │ ├── __init__.py │ │ │ │ │ ├── drop.py │ │ │ │ │ ├── inverted_residual.py │ │ │ │ │ ├── make_divisible.py │ │ │ │ │ ├── res_layer.py │ │ │ │ │ ├── se_layer.py │ │ │ │ │ ├── self_attention_block.py │ │ │ │ │ ├── up_conv_block.py │ │ │ │ │ └── weight_init.py │ │ │ │ ├── ops │ │ │ │ ├── __init__.py │ │ │ │ ├── encoding.py │ │ │ │ └── wrappers.py │ │ │ │ └── utils │ │ │ │ ├── __init__.py │ │ │ │ ├── collect_env.py │ │ │ │ └── logger.py │ │ └── util.py │ ├── canny2image_TRT.py │ ├── cldm │ │ ├── cldm.py │ │ ├── ddim_hacked.py │ │ ├── hack.py │ │ ├── logger.py │ │ └── model.py │ ├── compute_score.py │ ├── config.py │ ├── docs │ │ ├── annotator.md │ │ ├── faq.md │ │ ├── low_vram.md │ │ └── train.md │ ├── environment.yaml │ ├── export_onnx.py │ ├── font │ │ └── DejaVuSans.ttf │ ├── gradio_annotator.py │ ├── gradio_canny2image.py │ ├── gradio_depth2image.py │ ├── gradio_fake_scribble2image.py │ ├── gradio_hed2image.py │ ├── gradio_hough2image.py │ ├── gradio_normal2image.py │ ├── gradio_pose2image.py │ ├── gradio_scribble2image.py │ ├── gradio_scribble2image_interactive.py │ ├── gradio_seg2image.py │ ├── infer_cudagraph.py │ ├── ldm │ │ ├── data │ │ │ ├── __init__.py │ │ │ └── util.py │ │ ├── models │ │ │ ├── autoencoder.py │ │ │ └── diffusion │ │ │ │ ├── __init__.py │ │ │ │ ├── ddim.py │ │ │ │ ├── ddpm.py │ │ │ │ ├── dpm_solver │ │ │ │ ├── __init__.py │ │ │ │ ├── dpm_solver.py │ │ │ │ └── sampler.py │ │ │ │ ├── plms.py │ │ │ │ └── sampling_util.py │ │ ├── modules │ │ │ ├── attention.py │ │ │ ├── diffusionmodules │ │ │ │ ├── __init__.py │ │ │ │ ├── model.py │ │ │ │ ├── openaimodel.py │ │ │ │ ├── upscaling.py │ │ │ │ └── util.py │ │ │ ├── distributions │ │ │ │ ├── __init__.py │ │ │ │ └── distributions.py │ │ │ ├── ema.py │ │ │ ├── encoders │ │ │ │ ├── __init__.py │ │ │ │ └── modules.py │ │ │ ├── image_degradation │ │ │ │ ├── __init__.py │ │ │ │ ├── bsrgan.py │ │ │ │ ├── bsrgan_light.py │ │ │ │ ├── utils │ │ │ │ │ └── test.png │ │ │ │ └── utils_image.py │ │ │ └── midas │ │ │ │ ├── __init__.py │ │ │ │ ├── api.py │ │ │ │ ├── midas │ │ │ │ ├── __init__.py │ │ │ │ ├── base_model.py │ │ │ │ ├── blocks.py │ │ │ │ ├── dpt_depth.py │ │ │ │ ├── midas_net.py │ │ │ │ ├── midas_net_custom.py │ │ │ │ ├── transforms.py │ │ │ │ └── vit.py │ │ │ │ └── utils.py │ │ └── util.py │ ├── models │ │ ├── cldm_v15.yaml │ │ └── cldm_v21.yaml │ ├── plugin │ │ ├── CMakeLists.txt │ │ ├── common │ │ │ ├── bertCommon.h │ │ │ ├── checkMacrosPlugin.cpp │ │ │ ├── checkMacrosPlugin.h │ │ │ ├── common.cuh │ │ │ ├── cub_helper.h │ │ │ ├── cudaDriverWrapper.cpp │ │ │ ├── cudaDriverWrapper.h │ │ │ ├── dimsHelpers.h │ │ │ ├── half.h │ │ │ ├── plugin.cpp │ │ │ ├── plugin.h │ │ │ ├── reducedMathPlugin.cpp │ │ │ └── serialize.hpp │ │ └── groupNormPlugin │ │ │ ├── groupNormKernel.cu │ │ │ ├── groupNormKernel.h │ │ │ ├── groupNormPlugin.cpp │ │ │ ├── groupNormPlugin.h │ │ │ └── groupNormPluginCommon.h │ ├── preprocess.sh │ ├── share.py │ ├── surgeon_graph.py │ ├── test_imgs │ │ ├── bag.png │ │ ├── bag_scribble.png │ │ ├── bird.png │ │ ├── boy.png │ │ ├── building.png │ │ ├── building2.png │ │ ├── cute_robot.png │ │ ├── cyber.png │ │ ├── dog.png │ │ ├── dog2.png │ │ ├── house.png │ │ ├── house_line.png │ │ ├── human.png │ │ ├── human_line.png │ │ ├── man.png │ │ ├── old.png │ │ ├── pose1.png │ │ ├── pose2.png │ │ ├── room.png │ │ ├── sd.png │ │ ├── shose.png │ │ ├── toy.png │ │ ├── user_1.png │ │ └── user_3.png │ ├── tool_add_control.py │ ├── tool_add_control_sd21.py │ ├── tool_transfer_control.py │ ├── tutorial_dataset.py │ ├── tutorial_dataset_test.py │ ├── tutorial_train.py │ └── tutorial_train_sd21.py ├── final_round.md ├── preliminary_round.md └── questions.md ├── LICENSE ├── README.md └── cookbook ├── .clang-format ├── .gitattributes ├── .gitignore ├── .pre-commit-config.yaml ├── .style.yapf ├── 00-Data ├── README.md ├── data │ └── .gitignore ├── extract_MNIST.py ├── get_model_part1.py ├── get_model_part2.py ├── model │ └── .gitkeep └── unit_test.sh ├── 01-SimpleDemo ├── README.md ├── TensorRT-10 │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.h │ ├── main_cookbook_flavor.py │ ├── main_numpy.py │ ├── main_pytorch.py │ └── unit_test.sh ├── TensorRT-6 │ ├── Makefile │ ├── README.md │ ├── main.cpp │ └── main.py ├── TensorRT-7 │ ├── Makefile │ ├── README.md │ ├── main.cpp │ └── main.py ├── TensorRT-8.0 │ ├── Makefile │ ├── README.md │ ├── main-cuda.py │ ├── main-cudart.py │ └── main.cpp ├── TensorRT-8.6 │ ├── Makefile │ ├── README.md │ ├── main.cpp │ └── main.py ├── build-README.py └── unit_test.sh ├── 02-API ├── Builder │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── BuilderConfig │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── CudaEngine │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ExecutionContext │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── HostMemory │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Layer │ ├── Activation │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Assertion │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Cast │ │ ├── README.md │ │ ├── main-deprecated.py │ │ ├── main.py │ │ └── unit_test.sh │ ├── Concatenation │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Condition │ │ ├── README.md │ │ └── unit_test.sh │ ├── Constant │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Convolution │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Cumulative │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Deconvolution │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Dequantize │ │ ├── README.md │ │ └── unit_test.sh │ ├── DynamicQuantize │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Einsum │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Elementwise │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Fill │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Gather │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── GridSample │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Identity │ │ ├── README.md │ │ ├── main-deprecated.py │ │ ├── main.py │ │ └── unit_test.sh │ ├── IfConditionStructure │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── IfConditionalInput │ │ ├── README.md │ │ └── unit_test.sh │ ├── IfConditionalOutput │ │ ├── README.md │ │ └── unit_test.sh │ ├── Iterator │ │ ├── README.md │ │ └── unit_test.sh │ ├── LRN │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── LoopOutput │ │ ├── README.md │ │ └── unit_test.sh │ ├── LoopStructure │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── MatrixMultiply │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── NMS │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── NonZero │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Normalization │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── OneHot │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Padding │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── ParametricReLU │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Plugin │ │ ├── README.md │ │ └── unit_test.sh │ ├── PluginV2 │ │ ├── README.md │ │ └── unit_test.sh │ ├── PluginV3 │ │ ├── README.md │ │ └── unit_test.sh │ ├── Pooling │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── QDQStructure │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Quantize │ │ ├── README.md │ │ └── unit_test.sh │ ├── README.md │ ├── RaggedSoftMax │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Recurrence │ │ ├── README.md │ │ └── unit_test.sh │ ├── Reduce │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Resize │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── ReverseSequence │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Scale │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Scatter │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Select │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Shape │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Shuffle │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Slice │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Softmax │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Squeeze │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── TopK │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── TripLimit │ │ ├── README.md │ │ └── unit_test.sh │ ├── Unary │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── Unsqueeze │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ ├── main.py │ ├── template │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh │ └── unit_test.sh ├── Network │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ONNXParser │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── OptimizationProfile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── README.md ├── Runtime │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Tensor │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── build-README.py └── unit_test.sh ├── 03-Workflow ├── Paddlepaddle-ONNX-TensorRT │ ├── .gitignore │ ├── README.md │ ├── main.py │ ├── requirements.txt │ └── unit_test.sh ├── README.md ├── TensorFlow2-ONNX-TensorRT │ ├── .gitignore │ ├── README.md │ ├── main.py │ ├── requirements.txt │ └── unit_test.sh ├── build-README.py ├── pyTorch-ONNX-TensorRT │ ├── C++ │ │ ├── Makefile │ │ └── main.cpp │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── pyTorch-TensorRT │ ├── C++ │ │ ├── Makefile │ │ └── main.cpp │ ├── README.md │ ├── main.py │ └── unit_test.sh └── unit_test.sh ├── 04-Feature ├── AuxStream │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── BuilderOptimizationLevel │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── DebugTensor │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── EngineInspector │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ErrorRecorder │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Event-unfinish │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ExecutionContextAllocationStrategy │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── GPUAllocator │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── HardwareCompatibility │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── LabeledDimension │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── LeanAndDispatchRuntime │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Logger │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── OutputAllocator │ ├── README.md │ └── unit_test.sh ├── Profiler │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ProfilingVerbosity │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ProgressMonitor │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── README.md ├── Refit │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Safety │ ├── README.md │ └── unit_test.sh ├── SerializationConfig │ ├── README.md │ └── unit_test.sh ├── Sparsity │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── TimingCache │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── VersionCompatibility │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── WeightStreaming │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── build-README.py ├── deprecated │ └── AlgorithmSelector │ │ ├── README.md │ │ ├── main.py │ │ └── unit_test.sh └── unit_test.sh ├── 05-Plugin ├── APIs-V2-deprecated │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── APIs │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── BasicExample-V2-deprecated │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── BasicExample │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── DataDependentShape │ ├── Makefile │ ├── PushLeftPlugin.cu │ ├── PushLeftPlugin.h │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── IdentityPlugin │ ├── IdentityPlugin.cu │ ├── IdentityPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── InPlacePlugin │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── MultiVersion │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ONNXParserWithPlugin │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── PassHostData │ ├── Makefile │ ├── PassHostDataPlugin.cu │ ├── PassHostDataPlugin.h │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── PluginInsideEngine-C++ │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.cpp │ └── unit_test.sh ├── PluginInsideEngine-Python │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── PythonPlugin │ ├── README.md │ ├── add_scalar_cuda_python-V2-deprecated.py │ ├── add_scalar_cuda_python.py │ ├── add_scalar_cupy.py │ ├── add_scalar_numba.py │ ├── add_scalar_torch.py │ ├── add_scalar_triton.py │ └── unit_test.sh ├── QuickDeployablePlugin │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── README.md ├── ShapeInputTensor │ ├── Makefile │ ├── MyReshapePlugin.cu │ ├── MyReshapePlugin.h │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Tactic+TimingCache │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── UseCuBLAS-V2-deprecated │ ├── CuBLASGemmPlugin.cu │ ├── CuBLASGemmPlugin.h │ ├── Makefile │ ├── README.md │ ├── cuBLASAlone.cu │ ├── main.py │ └── unit_test.sh ├── UseCuBLAS │ ├── CuBLASGemmPlugin.cu │ ├── CuBLASGemmPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ ├── unit_test.sh │ └── useCuBLASAlone.cpp ├── UseFP16 │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── UseINT8-PTQ-V2-deprecated │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ ├── model.int8cache │ └── unit_test.sh ├── UseINT8-PTQ-error │ ├── AddScalarPlugin.cu │ ├── AddScalarPlugin.h │ ├── Makefile │ ├── README.md │ ├── main.py │ ├── model.int8cache │ └── unit_test.sh ├── build-README.py └── unit_test.sh ├── 06-DLFrameworkTRT ├── README.md ├── Torch-TensorRT │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── build-README.py └── unit_test.sh ├── 07-Tool ├── CheckTorchOperator │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ContextPrinter │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── EnginePrinter │ ├── README.md │ ├── main.py │ ├── main.sh │ └── unit_test.sh ├── FP16Tuning │ ├── .gitignore │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── ListAPIs │ ├── .gitignore │ ├── README.md │ ├── log-main.py.log │ ├── main.py │ ├── result-TesnorRT-10.0.1.log │ ├── result-TesnorRT-10.1.0.log │ ├── result-TesnorRT-10.10.0.31.log │ ├── result-TesnorRT-10.11.0.33.log │ ├── result-TesnorRT-10.12.0.36.log │ ├── result-TesnorRT-10.2.0.post1.log │ ├── result-TesnorRT-10.3.0.log │ ├── result-TesnorRT-10.4.0.log │ ├── result-TesnorRT-10.5.0.log │ ├── result-TesnorRT-10.6.0.post1.log │ ├── result-TesnorRT-10.7.0.log │ ├── result-TesnorRT-10.8.0.43.log │ ├── result-TesnorRT-10.9.0.34.log │ ├── result-TesnorRT-8.6.3.log │ ├── result-TesnorRT-9.3.0.post12.dev1.log │ └── unit_test.sh ├── Netron │ ├── README.md │ └── unit_test.sh ├── NetworkPrinter │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── NetworkSerialization │ ├── C++-TODO │ │ ├── Makefile │ │ ├── Makefile.inc │ │ ├── NetworkInspector.hpp │ │ ├── cnpy.cpp │ │ ├── cnpy.h │ │ ├── cookbookHelper.hpp │ │ ├── json.hpp │ │ ├── json_fwd.hpp │ │ └── main.cpp │ ├── README.md │ ├── TRT-8-version │ │ ├── NetworkInspector.py │ │ ├── NetworkRebuilder.py │ │ ├── UnitTestTemplate.py │ │ ├── UnitTestTemplate.py.txt │ │ ├── main.py │ │ └── note.md │ ├── main.py │ ├── suggestions.md │ ├── unit_test.sh │ ├── unit_test_cases.py │ └── unit_tests.py ├── NsightSystems │ ├── Help-analyze.txt │ ├── Help-cancel.txt │ ├── Help-export.txt │ ├── Help-launch.txt │ ├── Help-nvprof.txt │ ├── Help-profile.txt │ ├── Help-recipe.txt │ ├── Help-service.txt │ ├── Help-sessions-list.txt │ ├── Help-shutdown.txt │ ├── Help-stats.txt │ ├── Help-stop.txt │ ├── Help.txt │ ├── README.md │ ├── main.sh │ └── unit_test.sh ├── ONNX-TODO │ ├── README.md │ └── unit_test.sh ├── OnnxGraphSurgeon │ ├── 01-create_model.py │ ├── 02-add_node.py │ ├── 03-remove_node.py │ ├── 04-replace_node.py │ ├── 05-print_graph.py │ ├── 06-fold.py │ ├── 07-shape_operation_and_simplify.py │ ├── 08-isolate_subgraph.py │ ├── 09-build_model_with_API.py │ ├── 10-advance_API.py │ ├── API │ │ ├── graphAPI.py │ │ └── gsAPI-TODO.py │ ├── README.md │ ├── main.sh │ └── unit_test.sh ├── OnnxWeightProcess │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Onnxruntime │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── Polygraphy │ ├── API │ │ ├── README.md │ │ ├── gs_workflow.py │ │ ├── main.py │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Check │ │ ├── Help-check-lint.txt │ │ ├── Help-check.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Convert │ │ ├── Help-convert.txt │ │ ├── README.md │ │ ├── data_loader.py │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Data │ │ ├── Help-data-to-input.txt │ │ ├── Help-data.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Debug │ │ ├── Help-debug-build.txt │ │ ├── Help-debug-precision.txt │ │ ├── Help-debug-reduce.txt │ │ ├── Help-debug-repeat.txt │ │ ├── Help-debug.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Help.txt │ ├── Inspect │ │ ├── .gitignore │ │ ├── Help-inspect-capability.txt │ │ ├── Help-inspect-data.txt │ │ ├── Help-inspect-diff-tactics.txt │ │ ├── Help-inspect-model.txt │ │ ├── Help-inspect-sparsity.txt │ │ ├── Help-inspect-tactics.txt │ │ ├── Help-inspect.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Plugin-Unfini │ │ ├── Help-plugin-list.txt │ │ ├── Help-plugin-match.txt │ │ ├── Help-plugin-replace.txt │ │ ├── Help-plugin.txt │ │ ├── README.md │ │ ├── main.sh │ │ ├── match_and_replace_plug │ │ │ ├── README.md │ │ │ └── plugins │ │ │ │ └── toyPlugin │ │ │ │ └── pattern.py │ │ └── unit_test.sh │ ├── README.md │ ├── Run │ │ ├── .gitignore │ │ ├── Help-run.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Surgeon │ │ ├── Help-surgeon-extract.txt │ │ ├── Help-surgeon-insert.txt │ │ ├── Help-surgeon-prune.txt │ │ ├── Help-surgeon-sanitize.txt │ │ ├── Help-surgeon.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ ├── Template │ │ ├── .gitignore │ │ ├── Help-template-onnx-gs.txt │ │ ├── Help-template-trt-config.txt │ │ ├── Help-template-trt-network.txt │ │ ├── Help-template.txt │ │ ├── README.md │ │ ├── main.sh │ │ └── unit_test.sh │ └── unit_test.sh ├── PolygraphyExtensionTrtexec │ ├── README.md │ └── unit_test.sh ├── README.md ├── TRTEngineExplorer │ ├── README.md │ └── unit_test.sh ├── TriPy │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── build-README.py ├── nvtx │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.png │ ├── main.py │ └── unit_test.sh ├── trtexec │ ├── Help.txt │ ├── README.md │ ├── main.sh │ └── unit_test.sh └── unit_test.sh ├── 08-Advance ├── C++StaticCompilation │ ├── Makefile │ ├── README.md │ ├── main.cpp │ └── unit_test.sh ├── CudaGraph │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── DataFormat │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── EmptyTensor-Unfini │ ├── README.md │ └── unit_test.sh ├── MultiContext │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── MultiOptimizationProfile │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── MultiStream │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── PinnedMemory │ ├── Makefile │ ├── README.md │ ├── main.cpp │ ├── main.py │ └── unit_test.sh ├── README.md ├── Subgraph-Unfini │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── build-README.py └── unit_test.sh ├── 09-TRTLLM ├── README.md ├── build-README.py └── unit_test.sh ├── 98-Uncategorized ├── DeviceInfo │ ├── README.md │ ├── main.py │ ├── output │ │ ├── 3070.txt │ │ ├── 3080.txt │ │ ├── 3090.txt │ │ ├── 4090.txt │ │ ├── 5000-Ada.txt │ │ ├── 6000-Ada.txt │ │ ├── A10.txt │ │ ├── A100-PCIE-40GB.txt │ │ ├── A100-PCIE-80GB.txt │ │ ├── A100-SXM4-80GB.txt │ │ ├── A16.txt │ │ ├── A2.txt │ │ ├── A30.txt │ │ ├── A40.txt │ │ ├── A6000.txt │ │ ├── A800.txt │ │ ├── B100.txt │ │ ├── B200.txt │ │ ├── GP100.txt │ │ ├── H100 HBM3.txt │ │ ├── H100 PCIe.txt │ │ ├── H200.txt │ │ ├── L2.txt │ │ ├── L20.txt │ │ ├── L4.txt │ │ ├── L40.txt │ │ ├── L40S.txt │ │ ├── P100-PCIE.txt │ │ ├── RTX-8000.txt │ │ ├── T4.txt │ │ ├── V100-PCIE-32GB.txt │ │ └── V100-SXM3-32GB.txt │ └── unit_test.sh ├── LibraryInfo │ ├── README.md │ ├── main.py │ └── unit_test.sh ├── NpyAndNpz │ ├── Makefile │ ├── README.md │ ├── check_data.py │ ├── get_data.py │ ├── main.cpp │ └── unit_test.sh ├── Number │ ├── README.md │ ├── build_number_md.py │ ├── build_number_picture.py │ ├── output │ │ ├── BF16.md │ │ ├── DataType.png │ │ ├── FP16.md │ │ ├── FP32.md │ │ ├── FP4e0m3(NVFP4).md │ │ ├── FP4e2m1(MXFP4).md │ │ ├── FP64.md │ │ ├── FP6e2m3.md │ │ ├── FP6e3m2.md │ │ ├── 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