├── .gitignore ├── LICENSE ├── README.md ├── README_old.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 ├── canny2image_TRT_new.py ├── canny2image_TRT_v2.py ├── canny2image_torch.py ├── canny2image_torch_v2.py ├── cldm ├── cldm.py ├── ddim_hacked.py ├── hack.py ├── logger.py └── model.py ├── compute_score.py ├── compute_score_new.py ├── compute_score_new_v2.py ├── compute_score_old.py ├── compute_score_old_v1.py ├── compute_score_old_v2.py ├── config.py ├── docs ├── annotator.md ├── faq.md ├── low_vram.md └── train.md ├── environment.yaml ├── 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 ├── 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.py ├── models ├── cldm_v15.yaml └── cldm_v21.yaml ├── plugin ├── CMakeLists.txt ├── api │ └── InferPlugin.cpp ├── common │ ├── CMakeLists.txt │ ├── bboxUtils.h │ ├── bertCommon.h │ ├── checkMacrosPlugin.cpp │ ├── checkMacrosPlugin.h │ ├── common.cuh │ ├── cub_helper.h │ ├── cudaDriverWrapper.cpp │ ├── cudaDriverWrapper.h │ ├── dimsHelpers.h │ ├── half.h │ ├── kernel.cpp │ ├── kernel.h │ ├── kernels │ │ ├── CMakeLists.txt │ │ ├── allClassNMS.cu │ │ ├── bboxDeltas2Proposals.cu │ │ ├── common.cu │ │ ├── cropAndResizeKernel.cu │ │ ├── decodeBBoxes.cu │ │ ├── decodeBbox3DKernels.cu │ │ ├── detectionForward.cu │ │ ├── extractFgScores.cu │ │ ├── gatherTopDetections.cu │ │ ├── generateAnchors.cu │ │ ├── gridAnchorLayer.cu │ │ ├── lReLU.cu │ │ ├── maskRCNNKernels.cu │ │ ├── maskRCNNKernels.h │ │ ├── nmsLayer.cu │ │ ├── normalizeLayer.cu │ │ ├── permuteData.cu │ │ ├── pillarScatterKernels.cu │ │ ├── priorBoxLayer.cu │ │ ├── proposalKernel.cu │ │ ├── proposalsForward.cu │ │ ├── reducedMathPlugin.h │ │ ├── regionForward.cu │ │ ├── reorgForward.cu │ │ ├── roiPooling.cu │ │ ├── rproiInferenceFused.cu │ │ ├── saturate.h │ │ ├── sortScoresPerClass.cu │ │ ├── sortScoresPerImage.cu │ │ └── voxelGeneratorKernels.cu │ ├── mrcnn_config.h │ ├── nmsHelper.cpp │ ├── nmsUtils.h │ ├── plugin.cpp │ ├── plugin.h │ ├── reducedMathPlugin.cpp │ └── serialize.hpp ├── groupNormPlugin │ ├── CMakeLists.txt │ ├── groupNormKernel.cu │ ├── groupNormKernel.h │ ├── groupNormPlugin.cpp │ ├── groupNormPlugin.h │ └── groupNormPluginCommon.h ├── layerNormPlugin │ ├── CMakeLists.txt │ ├── README.md │ ├── layerNormKernel.cu │ ├── layerNormKernel.h │ ├── layerNormPlugin.cpp │ └── layerNormPlugin.h ├── multiHeadCrossAttentionPlugin │ ├── CMakeLists.txt │ ├── README.md │ ├── fmha_cross_attention │ │ ├── CMakeLists.txt │ │ ├── include │ │ │ ├── commonDatatype.h │ │ │ ├── fmha_cross_attention.h │ │ │ └── sharedCubinLoader.h │ │ └── src │ │ │ ├── fmha_mhca_fp16_128_128_sm75.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_128_sm80.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_128_sm86.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_128_sm89.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_256_sm80.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_256_sm86.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_256_sm89.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_64_sm75.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_64_sm80.cubin.cpp │ │ │ ├── fmha_mhca_fp16_128_64_sm86.cubin.cpp │ │ │ └── fmha_mhca_fp16_128_64_sm89.cubin.cpp │ ├── fmhca.cpp │ ├── fmhca.h │ ├── fmhcaPlugin.cpp │ └── fmhcaPlugin.h ├── multiHeadFlashAttentionPlugin │ ├── CMakeLists.txt │ ├── README.md │ ├── fmha.cpp │ ├── fmha.h │ ├── fmhaPlugin.cpp │ ├── fmhaPlugin.h │ └── fmha_flash_attention │ │ ├── CMakeLists.txt │ │ ├── include │ │ ├── commonDatatype.h │ │ ├── fmha_flash_attention.h │ │ └── sharedCubinLoader.h │ │ └── src │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_16_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_16_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_16_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_32_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_32_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_32_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_40_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_40_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_40_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_64_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_64_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_16_S_64_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_32_S_128_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_32_S_128_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_32_S_128_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_32_S_80_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_32_S_80_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_128_32_S_80_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_160_sm75.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_160_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_160_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_160_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_256_sm75.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_256_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_256_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_16_S_256_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_128_sm75.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_128_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_128_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_128_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_16_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_16_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_16_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_32_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_32_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_32_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_40_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_40_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_40_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_64_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_64_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_64_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_80_sm75.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_80_sm80.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_80_sm86.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_32_S_80_sm89.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_64_S_16_sm75.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_64_S_32_sm75.cubin.cpp │ │ ├── fmha_v2_flash_attention_fp16_64_64_S_40_sm75.cubin.cpp │ │ └── fmha_v2_flash_attention_fp16_64_64_S_64_sm75.cubin.cpp ├── seqLen2SpatialPlugin │ ├── CMakeLists.txt │ ├── seqLen2SpatialKernel.cu │ ├── seqLen2SpatialKernel.h │ ├── seqLen2SpatialPlugin.cpp │ └── seqLen2SpatialPlugin.h └── splitGeLUPlugin │ ├── CMakeLists.txt │ ├── splitGeLUKernel.cu │ ├── splitGeLUKernel.h │ ├── splitGeLUPlugin.cpp │ └── splitGeLUPlugin.h ├── preprocess.sh ├── share.py ├── test_clip_fp16.py ├── test_imgs ├── bird │ ├── 0.jpg │ ├── 1.jpg │ ├── 10.jpg │ ├── 100.jpg │ ├── 101.jpg │ ├── 102.jpg │ ├── 103.jpg │ ├── 104.jpg │ ├── 105.jpg │ ├── 106.jpg │ ├── 107.jpg │ ├── 108.jpg │ ├── 109.jpg │ ├── 11.jpg │ ├── 110.jpg │ ├── 111.jpg │ ├── 112.jpg │ ├── 113.jpg │ ├── 114.jpg │ ├── 115.jpg │ ├── 116.jpg │ ├── 117.jpg │ ├── 118.jpg │ ├── 119.jpg │ ├── 12.jpg │ ├── 120.jpg │ ├── 121.jpg │ ├── 122.jpg │ ├── 123.jpg │ ├── 124.jpg │ ├── 125.jpg │ ├── 126.jpg │ ├── 127.jpg │ ├── 128.jpg │ ├── 129.jpg │ ├── 13.jpg │ ├── 130.jpg │ ├── 131.jpg │ ├── 132.jpg │ ├── 133.jpg │ ├── 134.jpg │ ├── 135.jpg │ ├── 136.jpg │ ├── 137.jpg │ ├── 14.jpg │ ├── 15.jpg │ ├── 16.jpg │ ├── 17.jpg │ ├── 18.jpg │ ├── 19.jpg │ ├── 2.jpg │ ├── 20.jpg │ ├── 21.jpg │ ├── 22.jpg │ ├── 23.jpg │ ├── 24.jpg │ ├── 25.jpg │ ├── 26.jpg │ ├── 27.jpg │ ├── 28.jpg │ ├── 29.jpg │ ├── 3.jpg │ ├── 30.jpg │ ├── 31.jpg │ ├── 32.jpg │ ├── 33.jpg │ ├── 34.jpg │ ├── 35.jpg │ ├── 36.jpg │ ├── 37.jpg │ ├── 38.jpg │ ├── 39.jpg │ ├── 4.jpg │ ├── 40.jpg │ ├── 41.jpg │ ├── 42.jpg │ ├── 43.jpg │ ├── 44.jpg │ ├── 45.jpg │ ├── 46.jpg │ ├── 47.jpg │ ├── 48.jpg │ ├── 49.jpg │ ├── 5.jpg │ ├── 50.jpg │ ├── 51.jpg │ ├── 52.jpg │ ├── 53.jpg │ ├── 54.jpg │ ├── 55.jpg │ ├── 56.jpg │ ├── 57.jpg │ ├── 58.jpg │ ├── 59.jpg │ ├── 6.jpg │ ├── 60.jpg │ ├── 61.jpg │ ├── 62.jpg │ ├── 63.jpg │ ├── 64.jpg │ ├── 65.jpg │ ├── 66.jpg │ ├── 67.jpg │ ├── 68.jpg │ ├── 69.jpg │ ├── 7.jpg │ ├── 70.jpg │ ├── 71.jpg │ ├── 72.jpg │ ├── 73.jpg │ ├── 74.jpg │ ├── 75.jpg │ ├── 76.jpg │ ├── 77.jpg │ ├── 78.jpg │ ├── 79.jpg │ ├── 8.jpg │ ├── 80.jpg │ ├── 81.jpg │ ├── 82.jpg │ ├── 83.jpg │ ├── 84.jpg │ ├── 85.jpg │ ├── 86.jpg │ ├── 87.jpg │ ├── 88.jpg │ ├── 89.jpg │ ├── 9.jpg │ ├── 90.jpg │ ├── 91.jpg │ ├── 92.jpg │ ├── 93.jpg │ ├── 94.jpg │ ├── 95.jpg │ ├── 96.jpg │ ├── 97.jpg │ ├── 98.jpg │ └── 99.jpg ├── building │ ├── 10.jpg │ ├── 11.jpg │ ├── 14.jpg │ ├── 15.jpg │ ├── 18.jpg │ ├── 4.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg ├── dog │ ├── 0.jpg │ ├── 1.jpg │ ├── 10.jpg │ ├── 11.jpg │ ├── 12.jpg │ ├── 13.jpg │ ├── 14.jpg │ ├── 15.jpg │ ├── 16.jpg │ ├── 17.jpg │ ├── 18.jpg │ ├── 19.jpg │ ├── 2.jpg │ ├── 20.jpg │ ├── 21.jpg │ ├── 22.jpg │ ├── 23.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ ├── 7.jpg │ ├── 8.jpg │ └── 9.jpg ├── normal │ ├── 0.jpg │ ├── 0.txt │ ├── 1.jpg │ ├── 1.txt │ ├── 10.jpg │ ├── 10.txt │ ├── 100.jpg │ ├── 100.txt │ ├── 101.jpg │ ├── 101.txt │ ├── 102.jpg │ ├── 102.txt │ ├── 103.jpg │ ├── 103.txt │ ├── 104.jpg │ ├── 104.txt │ ├── 105.jpg │ ├── 105.txt │ ├── 106.jpg │ ├── 106.txt │ ├── 107.jpg │ ├── 107.txt │ ├── 108.jpg │ ├── 108.txt │ ├── 109.jpg │ ├── 109.txt │ ├── 11.jpg │ ├── 11.txt │ ├── 110.jpg │ ├── 110.txt │ ├── 111.jpg │ ├── 111.txt │ ├── 112.jpg │ ├── 112.txt │ ├── 113.jpg │ ├── 113.txt │ ├── 114.jpg │ ├── 114.txt │ ├── 115.jpg │ ├── 115.txt │ ├── 116.jpg │ ├── 116.txt │ ├── 117.jpg │ ├── 117.txt │ ├── 118.jpg │ ├── 118.txt │ ├── 119.jpg │ ├── 119.txt │ ├── 12.jpg │ ├── 12.txt │ ├── 120.jpg │ ├── 120.txt │ ├── 121.jpg │ ├── 121.txt │ ├── 122.jpg │ ├── 122.txt │ ├── 123.jpg │ ├── 123.txt │ ├── 124.jpg │ ├── 124.txt │ ├── 125.jpg │ ├── 125.txt │ ├── 126.jpg │ ├── 126.txt │ ├── 127.jpg │ ├── 127.txt │ ├── 128.jpg │ ├── 128.txt │ ├── 129.jpg │ ├── 129.txt │ ├── 13.jpg │ ├── 13.txt │ ├── 130.jpg │ ├── 130.txt │ ├── 131.jpg │ ├── 131.txt │ ├── 132.jpg │ ├── 132.txt │ ├── 133.jpg │ ├── 133.txt │ ├── 134.jpg │ ├── 134.txt │ ├── 135.jpg │ ├── 135.txt │ ├── 136.jpg │ ├── 136.txt │ ├── 137.jpg │ ├── 137.txt │ ├── 138.jpg │ ├── 138.txt │ ├── 139.jpg │ ├── 139.txt │ ├── 14.jpg │ ├── 14.txt │ ├── 140.jpg │ ├── 140.txt │ ├── 141.jpg │ ├── 141.txt │ ├── 142.jpg │ ├── 142.txt │ ├── 143.jpg │ ├── 143.txt │ ├── 144.jpg │ ├── 144.txt │ ├── 145.jpg │ ├── 145.txt │ ├── 146.jpg │ ├── 146.txt │ ├── 147.jpg │ ├── 147.txt │ ├── 148.jpg │ ├── 148.txt │ ├── 149.jpg │ ├── 149.txt │ ├── 15.jpg │ ├── 15.txt │ ├── 150.jpg │ ├── 150.txt │ ├── 151.jpg │ ├── 151.txt │ ├── 152.jpg │ ├── 152.txt │ ├── 153.jpg │ ├── 153.txt │ ├── 154.jpg │ ├── 154.txt │ ├── 155.jpg │ ├── 155.txt │ ├── 156.jpg │ ├── 156.txt │ ├── 157.jpg │ ├── 157.txt │ ├── 158.jpg │ ├── 158.txt │ ├── 159.jpg │ ├── 159.txt │ ├── 16.jpg │ ├── 16.txt │ ├── 160.jpg │ ├── 160.txt │ ├── 161.jpg │ ├── 161.txt │ ├── 162.jpg │ ├── 162.txt │ ├── 163.jpg │ ├── 163.txt │ ├── 164.jpg │ ├── 164.txt │ ├── 165.jpg │ ├── 165.txt │ ├── 166.jpg │ ├── 166.txt │ ├── 167.jpg │ ├── 167.txt │ ├── 168.jpg │ ├── 168.txt │ ├── 169.jpg │ ├── 169.txt │ ├── 17.jpg │ ├── 17.txt │ ├── 170.jpg │ ├── 170.txt │ ├── 171.jpg │ ├── 171.txt │ ├── 172.jpg │ ├── 172.txt │ ├── 173.jpg │ ├── 173.txt │ ├── 174.jpg │ ├── 174.txt │ ├── 175.jpg │ ├── 175.txt │ ├── 176.jpg │ ├── 176.txt │ ├── 177.jpg │ ├── 177.txt │ ├── 178.jpg │ ├── 178.txt │ ├── 179.jpg │ ├── 179.txt │ ├── 18.jpg │ ├── 18.txt │ ├── 180.jpg │ ├── 180.txt │ ├── 181.jpg │ ├── 181.txt │ ├── 182.jpg │ ├── 182.txt │ ├── 183.jpg │ ├── 183.txt │ ├── 184.jpg │ ├── 184.txt │ ├── 185.jpg │ ├── 185.txt │ ├── 186.jpg │ ├── 186.txt │ ├── 187.jpg │ ├── 187.txt │ ├── 188.jpg │ ├── 188.txt │ ├── 189.jpg │ ├── 189.txt │ ├── 19.jpg │ ├── 19.txt │ ├── 190.jpg │ ├── 190.txt │ ├── 191.jpg │ ├── 191.txt │ ├── 192.jpg │ ├── 192.txt │ ├── 193.jpg │ ├── 193.txt │ ├── 2.jpg │ ├── 2.txt │ ├── 20.jpg │ ├── 20.txt │ ├── 21.jpg │ ├── 21.txt │ ├── 22.jpg │ ├── 22.txt │ ├── 23.jpg │ ├── 23.txt │ ├── 24.jpg │ ├── 24.txt │ ├── 25.jpg │ ├── 25.txt │ ├── 26.jpg │ ├── 26.txt │ ├── 27.jpg │ ├── 27.txt │ ├── 28.jpg │ ├── 28.txt │ ├── 29.jpg │ ├── 29.txt │ ├── 3.jpg │ ├── 3.txt │ ├── 30.jpg │ ├── 30.txt │ ├── 31.jpg │ ├── 31.txt │ ├── 32.jpg │ ├── 32.txt │ ├── 33.jpg │ ├── 33.txt │ ├── 34.jpg │ ├── 34.txt │ ├── 35.jpg │ ├── 35.txt │ ├── 36.jpg │ ├── 36.txt │ ├── 37.jpg │ ├── 37.txt │ ├── 38.jpg │ ├── 38.txt │ ├── 39.jpg │ ├── 39.txt │ ├── 4.jpg │ ├── 4.txt │ ├── 40.jpg │ ├── 40.txt │ ├── 41.jpg │ ├── 41.txt │ ├── 42.jpg │ ├── 42.txt │ ├── 43.jpg │ ├── 43.txt │ ├── 44.jpg │ ├── 44.txt │ ├── 45.jpg │ ├── 45.txt │ ├── 46.jpg │ ├── 46.txt │ ├── 47.jpg │ ├── 47.txt │ ├── 48.jpg │ ├── 48.txt │ ├── 49.jpg │ ├── 49.txt │ ├── 5.jpg │ ├── 5.txt │ ├── 50.jpg │ ├── 50.txt │ ├── 51.jpg │ ├── 51.txt │ ├── 52.jpg │ ├── 52.txt │ ├── 53.jpg │ ├── 53.txt │ ├── 54.jpg │ ├── 54.txt │ ├── 55.jpg │ ├── 55.txt │ ├── 56.jpg │ ├── 56.txt │ ├── 57.jpg │ ├── 57.txt │ ├── 58.jpg │ ├── 58.txt │ ├── 59.jpg │ ├── 59.txt │ ├── 6.jpg │ ├── 6.txt │ ├── 60.jpg │ ├── 60.txt │ ├── 61.jpg │ ├── 61.txt │ ├── 62.jpg │ ├── 62.txt │ ├── 63.jpg │ ├── 63.txt │ ├── 64.jpg │ ├── 64.txt │ ├── 65.jpg │ ├── 65.txt │ ├── 66.jpg │ ├── 66.txt │ ├── 67.jpg │ ├── 67.txt │ ├── 68.jpg │ ├── 68.txt │ ├── 69.jpg │ ├── 69.txt │ ├── 7.jpg │ ├── 7.txt │ ├── 70.jpg │ ├── 70.txt │ ├── 71.jpg │ ├── 71.txt │ ├── 72.jpg │ ├── 72.txt │ ├── 73.jpg │ ├── 73.txt │ ├── 74.jpg │ ├── 74.txt │ ├── 75.jpg │ ├── 75.txt │ ├── 76.jpg │ ├── 76.txt │ ├── 77.jpg │ ├── 77.txt │ ├── 78.jpg │ ├── 78.txt │ ├── 79.jpg │ ├── 79.txt │ ├── 8.jpg │ ├── 8.txt │ ├── 80.jpg │ ├── 80.txt │ ├── 81.jpg │ ├── 81.txt │ ├── 82.jpg │ ├── 82.txt │ ├── 83.jpg │ ├── 83.txt │ ├── 84.jpg │ ├── 84.txt │ ├── 85.jpg │ ├── 85.txt │ ├── 86.jpg │ ├── 86.txt │ ├── 87.jpg │ ├── 87.txt │ ├── 88.jpg │ ├── 88.txt │ ├── 89.jpg │ ├── 89.txt │ ├── 9.jpg │ ├── 9.txt │ ├── 90.jpg │ ├── 90.txt │ ├── 91.jpg │ ├── 91.txt │ ├── 92.jpg │ ├── 92.txt │ ├── 93.jpg │ ├── 93.txt │ ├── 94.jpg │ ├── 94.txt │ ├── 95.jpg │ ├── 95.txt │ ├── 96.jpg │ ├── 96.txt │ ├── 97.jpg │ ├── 97.txt │ ├── 98.jpg │ ├── 98.txt │ ├── 99.jpg │ └── 99.txt ├── old_man │ ├── 1.jpg │ ├── 10.jpg │ ├── 29.jpg │ ├── 4.jpg │ └── 5.jpg ├── robot │ ├── 1.jpg │ ├── 10.jpg │ ├── 20.jpg │ ├── 25.jpg │ ├── 3.jpg │ ├── 6.jpg │ ├── 7.jpg │ └── 9.jpg └── room │ ├── 0.jpg │ ├── 10.jpg │ ├── 13.jpg │ ├── 14.jpg │ ├── 15.jpg │ ├── 16.jpg │ ├── 3.jpg │ ├── 4.jpg │ ├── 5.jpg │ ├── 6.jpg │ └── 9.jpg ├── test_int8_onnx.py ├── tool_add_control.py ├── tool_add_control_sd21.py ├── tool_transfer_control.py ├── trt_ddim_sampler.py ├── trt_ddim_sampler_v2.py ├── tutorial_dataset.py ├── tutorial_dataset_test.py ├── tutorial_train.py ├── tutorial_train_sd21.py └── utilities.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tlntin/trt2023/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 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Inflation: is that it? -------------------------------------------------------------------------------- /test_imgs/normal/52.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tlntin/trt2023/HEAD/test_imgs/normal/52.jpg -------------------------------------------------------------------------------- /test_imgs/normal/52.txt: -------------------------------------------------------------------------------- 1 | Plates Necklace -------------------------------------------------------------------------------- /test_imgs/normal/53.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Tlntin/trt2023/HEAD/test_imgs/normal/53.jpg -------------------------------------------------------------------------------- /test_imgs/normal/53.txt: -------------------------------------------------------------------------------- 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