├── LAVIS ├── CODEOWNERS ├── CODE_OF_CONDUCT.md ├── LICENSE.txt ├── MANIFEST.in ├── README.md ├── SECURITY.md ├── app │ ├── __init__.py │ ├── calculate_coco_features.py │ ├── caption.py │ ├── classification.py │ ├── dataset_browser.py │ ├── image_text_match.py │ ├── main.py │ ├── multimodal_search.py │ ├── multipage.py │ ├── text_localization.py │ ├── utils.py │ └── vqa.py ├── assets │ ├── LAVIS_technical_report.pdf │ └── demo-6.png ├── dataset_card │ ├── avsd_dialogue.md │ ├── coco_caption.md │ ├── coco_retrieval.md │ ├── conceptual_captions.md │ ├── didemo_retrieval.md │ ├── flickr_retrieval.md │ ├── gqa.md │ ├── imgs │ │ ├── NLVR2.png │ │ ├── avsd_dialogue.png │ │ ├── coco_caption.png │ │ ├── conceptual_captions.png │ │ ├── didemo.png │ │ ├── flickr30k.png │ │ ├── gqa.png │ │ ├── msrvtt.png │ │ ├── msrvtt_qa.png │ │ ├── msvd_qa.png │ │ ├── nocaps.png │ │ ├── sbu_caption.png │ │ ├── snli_ve.png │ │ └── vqav2.png │ ├── msrvtt_qa.md │ ├── msrvtt_retrieval.md │ ├── msvd_qa.md │ ├── nlvr2.md │ ├── nocaps.md │ ├── sbu_caption.md │ ├── snli_visual_entailment.md │ └── vqav2.md ├── docs │ ├── Makefile │ ├── _static │ │ ├── Confusing-Pictures.jpg │ │ ├── architecture.png │ │ ├── logo_final.png │ │ └── merlion.png │ ├── benchmark.rst │ ├── build_docs.sh │ ├── conf.py │ ├── getting_started.rst │ ├── index.rst │ ├── intro.rst │ ├── make.bat │ ├── requirements.txt │ ├── tutorial.configs.rst │ ├── tutorial.datasets.rst │ ├── tutorial.evaluation.rst │ ├── tutorial.models.rst │ ├── tutorial.processors.rst │ ├── tutorial.rst │ ├── tutorial.tasks.rst │ └── tutorial.training-example.rst ├── evaluate.py ├── examples │ ├── albef_feature_extraction.ipynb │ ├── albef_vqa.ipynb │ ├── albef_zero_shot_classification.ipynb │ ├── blip2_feature_extraction.ipynb │ ├── blip2_image_text_matching.ipynb │ ├── blip2_instructed_generation.ipynb │ ├── blip_feature_extraction.ipynb │ ├── blip_image_captioning.ipynb │ ├── blip_image_text_matching.ipynb │ ├── blip_text_localization.ipynb │ ├── blip_vqa.ipynb │ ├── blip_zero_shot_classification.ipynb │ ├── clip_feature_extraction.ipynb │ └── clip_zero_shot_classification.ipynb ├── lavis │ ├── __init__.py │ ├── common │ │ ├── annotator │ │ │ ├── canny │ │ │ │ └── __init__.py │ │ │ ├── ckpts │ │ │ │ └── download.sh │ │ │ ├── hed │ │ │ │ └── __init__.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 │ │ │ ├── mlsd │ │ │ │ ├── __init__.py │ │ │ │ ├── models │ │ │ │ │ ├── mbv2_mlsd_large.py │ │ │ │ │ └── mbv2_mlsd_tiny.py │ │ │ │ └── utils.py │ │ │ ├── openpose │ │ │ │ ├── __init__.py │ │ │ │ ├── body.py │ │ │ │ ├── hand.py │ │ │ │ ├── model.py │ │ │ │ └── util.py │ │ │ ├── uniformer │ │ │ │ ├── __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 │ │ ├── config.py │ │ ├── dist_utils.py │ │ ├── gradcam.py │ │ ├── logger.py │ │ ├── optims.py │ │ ├── registry.py │ │ ├── utils.py │ │ └── vqa_tools │ │ │ ├── __init__.py │ │ │ ├── vqa.py │ │ │ └── vqa_eval.py │ ├── configs │ │ ├── datasets │ │ │ ├── aokvqa │ │ │ │ └── defaults.yaml │ │ │ ├── avsd │ │ │ │ └── defaults_dial.yaml │ │ │ ├── blip_diffusion_datasets │ │ │ │ └── defaults.yaml │ │ │ ├── carla │ │ │ │ └── defaults.yaml │ │ │ ├── coco │ │ │ │ ├── defaults_cap.yaml │ │ │ │ ├── defaults_ret.yaml │ │ │ │ ├── defaults_vqa.yaml │ │ │ │ └── eval_vqa.yaml │ │ │ ├── conceptual_caption │ │ │ │ ├── defaults_12m.yaml │ │ │ │ └── defaults_3m.yaml │ │ │ ├── didemo │ │ │ │ └── defaults_ret.yaml │ │ │ ├── flickr30k │ │ │ │ └── defaults.yaml │ │ │ ├── gqa │ │ │ │ ├── balanced_testdev.yaml │ │ │ │ ├── balanced_val.yaml │ │ │ │ └── defaults.yaml │ │ │ ├── imagenet │ │ │ │ └── defaults.yaml │ │ │ ├── laion │ │ │ │ └── defaults_2B_multi.yaml │ │ │ ├── msrvtt │ │ │ │ ├── defaults_cap.yaml │ │ │ │ ├── defaults_qa.yaml │ │ │ │ └── defaults_ret.yaml │ │ │ ├── msvd │ │ │ │ ├── defaults_cap.yaml │ │ │ │ └── defaults_qa.yaml │ │ │ ├── nlvr │ │ │ │ └── defaults.yaml │ │ │ ├── nocaps │ │ │ │ └── defaults.yaml │ │ │ ├── okvqa │ │ │ │ └── defaults.yaml │ │ │ ├── sbu_caption │ │ │ │ └── defaults.yaml │ │ │ ├── snli_ve │ │ │ │ └── defaults.yaml │ │ │ ├── vatex │ │ │ │ └── defaults_cap.yaml │ │ │ └── vg │ │ │ │ ├── defaults_caption.yaml │ │ │ │ └── defaults_vqa.yaml │ │ ├── default.yaml │ │ └── models │ │ │ ├── albef_classification_ve.yaml │ │ │ ├── albef_feature_extractor.yaml │ │ │ ├── albef_nlvr.yaml │ │ │ ├── albef_pretrain_base.yaml │ │ │ ├── albef_retrieval_coco.yaml │ │ │ ├── albef_retrieval_flickr.yaml │ │ │ ├── albef_vqav2.yaml │ │ │ ├── alpro_qa_msrvtt.yaml │ │ │ ├── alpro_qa_msvd.yaml │ │ │ ├── alpro_retrieval_didemo.yaml │ │ │ ├── alpro_retrieval_msrvtt.yaml │ │ │ ├── bert_config.json │ │ │ ├── bert_config_alpro.json │ │ │ ├── blip-diffusion │ │ │ ├── blip_diffusion_base.yaml │ │ │ ├── blip_diffusion_controlnet_canny.yaml │ │ │ ├── blip_diffusion_controlnet_depth.yaml │ │ │ └── blip_diffusion_controlnet_hed.yaml │ │ │ ├── blip2 │ │ │ ├── blip2_caption_flant5xl.yaml │ │ │ ├── blip2_caption_opt2.7b.yaml │ │ │ ├── blip2_caption_opt6.7b.yaml │ │ │ ├── blip2_coco.yaml │ │ │ ├── blip2_instruct_flant5xl.yaml │ │ │ ├── blip2_instruct_flant5xxl.yaml │ │ │ ├── blip2_instruct_vicuna13b.yaml │ │ │ ├── blip2_instruct_vicuna7b.yaml │ │ │ ├── blip2_pretrain.yaml │ │ │ ├── blip2_pretrain_flant5xl.yaml │ │ │ ├── blip2_pretrain_flant5xl_vitL.yaml │ │ │ ├── blip2_pretrain_flant5xxl.yaml │ │ │ ├── blip2_pretrain_llama7b.yaml │ │ │ ├── blip2_pretrain_opt2.7b.yaml │ │ │ ├── blip2_pretrain_opt6.7b.yaml │ │ │ └── blip2_pretrain_vitL.yaml │ │ │ ├── blip_caption_base_coco.yaml │ │ │ ├── blip_caption_large_coco.yaml │ │ │ ├── blip_classification_base.yaml │ │ │ ├── blip_feature_extractor_base.yaml │ │ │ ├── blip_itm_base.yaml │ │ │ ├── blip_itm_large.yaml │ │ │ ├── blip_nlvr.yaml │ │ │ ├── blip_pretrain_base.yaml │ │ │ ├── blip_pretrain_large.yaml │ │ │ ├── blip_retrieval_coco.yaml │ │ │ ├── blip_retrieval_flickr.yaml │ │ │ ├── blip_vqa_aokvqa.yaml │ │ │ ├── blip_vqa_okvqa.yaml │ │ │ ├── blip_vqav2.yaml │ │ │ ├── clip │ │ │ ├── RN101-quickgelu.json │ │ │ ├── RN101.json │ │ │ ├── RN50-quickgelu.json │ │ │ ├── RN50.json │ │ │ ├── RN50x16.json │ │ │ ├── RN50x4.json │ │ │ ├── ViT-B-16-plus-240.json │ │ │ ├── ViT-B-16-plus.json │ │ │ ├── ViT-B-16.json │ │ │ ├── ViT-B-32-plus-256.json │ │ │ ├── ViT-B-32-quickgelu.json │ │ │ ├── ViT-B-32.json │ │ │ ├── ViT-H-14.json │ │ │ ├── ViT-H-16.json │ │ │ ├── ViT-L-14-280.json │ │ │ ├── ViT-L-14-336.json │ │ │ ├── ViT-L-14.json │ │ │ ├── ViT-L-16-320.json │ │ │ ├── ViT-L-16.json │ │ │ ├── ViT-g-14.json │ │ │ ├── timm-efficientnetv2_rw_s.json │ │ │ ├── timm-resnet50d.json │ │ │ ├── timm-resnetaa50d.json │ │ │ ├── timm-resnetblur50.json │ │ │ ├── timm-swin_base_patch4_window7_224.json │ │ │ ├── timm-vit_base_patch16_224.json │ │ │ ├── timm-vit_base_patch32_224.json │ │ │ └── timm-vit_small_patch16_224.json │ │ │ ├── clip_resnet50.yaml │ │ │ ├── clip_vit_base16.yaml │ │ │ ├── clip_vit_base32.yaml │ │ │ ├── clip_vit_large14.yaml │ │ │ ├── clip_vit_large14_336.yaml │ │ │ ├── gpt_dialogue_base.yaml │ │ │ ├── img2prompt-vqa │ │ │ └── img2prompt_vqa_base.yaml │ │ │ ├── med_config.json │ │ │ ├── med_config_albef.json │ │ │ ├── med_large_config.json │ │ │ └── pnp-vqa │ │ │ ├── pnp_vqa_3b.yaml │ │ │ ├── pnp_vqa_base.yaml │ │ │ ├── pnp_vqa_large.yaml │ │ │ ├── unifiedqav2_3b_config.json │ │ │ ├── unifiedqav2_base_config.json │ │ │ └── unifiedqav2_large_config.json │ ├── datasets │ │ ├── builders │ │ │ ├── __init__.py │ │ │ ├── base_dataset_builder.py │ │ │ ├── caption_builder.py │ │ │ ├── carla_dataset_builder.py │ │ │ ├── classification_builder.py │ │ │ ├── dialogue_builder.py │ │ │ ├── image_text_pair_builder.py │ │ │ ├── imagefolder_builder.py │ │ │ ├── retrieval_builder.py │ │ │ ├── text_to_image_generation_builder.py │ │ │ ├── video_qa_builder.py │ │ │ └── vqa_builder.py │ │ ├── data_utils.py │ │ ├── datasets │ │ │ ├── aok_vqa_datasets.py │ │ │ ├── avsd_dialogue_datasets.py │ │ │ ├── base_dataset.py │ │ │ ├── base_io_dataset.py │ │ │ ├── caption_datasets.py │ │ │ ├── carla_dataset_llm.py │ │ │ ├── coco_caption_datasets.py │ │ │ ├── coco_vqa_datasets.py │ │ │ ├── dataloader_utils.py │ │ │ ├── dialogue_datasets.py │ │ │ ├── gqa_datasets.py │ │ │ ├── image_text_pair_datasets.py │ │ │ ├── imagefolder_dataset.py │ │ │ ├── instruction_dict.py │ │ │ ├── laion_dataset.py │ │ │ ├── multimodal_classification_datasets.py │ │ │ ├── nlvr_datasets.py │ │ │ ├── retrieval_datasets.py │ │ │ ├── snli_ve_datasets.py │ │ │ ├── subject_driven_t2i_dataset.py │ │ │ ├── transforms_carla_factory.py │ │ │ ├── vg_vqa_datasets.py │ │ │ ├── video_caption_datasets.py │ │ │ ├── video_vqa_datasets.py │ │ │ └── vqa_datasets.py │ │ └── download_scripts │ │ │ ├── DownloadConceptualCaptions │ │ │ ├── LICENSE │ │ │ ├── README.md │ │ │ ├── create_annotation_12m.ipynb │ │ │ ├── create_annotation_3m.ipynb │ │ │ ├── download_data_cc12m.py │ │ │ └── download_data_cc3m.py │ │ │ ├── download_coco.py │ │ │ ├── download_didemo.py │ │ │ ├── download_flickr.py │ │ │ ├── download_gqa.py │ │ │ ├── download_msrvtt.py │ │ │ ├── download_msvd.py │ │ │ ├── download_nocaps.py │ │ │ ├── download_sbu.py │ │ │ └── download_vg.py │ ├── models │ │ ├── __init__.py │ │ ├── albef_models │ │ │ ├── __init__.py │ │ │ ├── albef_classification.py │ │ │ ├── albef_feature_extractor.py │ │ │ ├── albef_nlvr.py │ │ │ ├── albef_outputs.py │ │ │ ├── albef_pretrain.py │ │ │ ├── albef_retrieval.py │ │ │ └── albef_vqa.py │ │ ├── alpro_models │ │ │ ├── __init__.py │ │ │ ├── alpro_outputs.py │ │ │ ├── alpro_qa.py │ │ │ └── alpro_retrieval.py │ │ ├── base_model.py │ │ ├── blip2_models │ │ │ ├── Qformer.py │ │ │ ├── __init__.py │ │ │ ├── blip2.py │ │ │ ├── blip2_image_text_matching.py │ │ │ ├── blip2_opt.py │ │ │ ├── blip2_qformer.py │ │ │ ├── blip2_t5.py │ │ │ ├── blip2_t5_instruct.py │ │ │ ├── blip2_vicuna_instruct.py │ │ │ ├── memfuser.py │ │ │ ├── modeling_llama.py │ │ │ ├── modeling_opt.py │ │ │ └── modeling_t5.py │ │ ├── blip_diffusion_models │ │ │ ├── __init__.py │ │ │ ├── blip_diffusion.py │ │ │ ├── modeling_ctx_clip.py │ │ │ ├── ptp_utils.py │ │ │ └── utils.py │ │ ├── blip_models │ │ │ ├── __init__.py │ │ │ ├── blip.py │ │ │ ├── blip_caption.py │ │ │ ├── blip_classification.py │ │ │ ├── blip_feature_extractor.py │ │ │ ├── blip_image_text_matching.py │ │ │ ├── blip_nlvr.py │ │ │ ├── blip_outputs.py │ │ │ ├── blip_pretrain.py │ │ │ ├── blip_retrieval.py │ │ │ ├── blip_vqa.py │ │ │ └── nlvr_encoder.py │ │ ├── clip_models │ │ │ ├── __init__.py │ │ │ ├── bpe_simple_vocab_16e6.txt.gz │ │ │ ├── clip_outputs.py │ │ │ ├── loss.py │ │ │ ├── model.py │ │ │ ├── pics │ │ │ │ └── CLIP.png │ │ │ ├── pretrained.py │ │ │ ├── timm_model.py │ │ │ ├── tokenizer.py │ │ │ ├── transform.py │ │ │ └── utils.py │ │ ├── clip_vit.py │ │ ├── drive_models │ │ │ ├── blip2.py │ │ │ └── drive.py │ │ ├── eva_vit.py │ │ ├── gpt_models │ │ │ └── gpt_dialogue.py │ │ ├── img2prompt_models │ │ │ ├── __init__.py │ │ │ └── img2prompt_vqa.py │ │ ├── med.py │ │ ├── pnp_vqa_models │ │ │ ├── __init__.py │ │ │ ├── pnp_unifiedqav2_fid.py │ │ │ └── pnp_vqa.py │ │ ├── timesformer │ │ │ ├── __init__.py │ │ │ ├── conv2d_same.py │ │ │ ├── features.py │ │ │ ├── helpers.py │ │ │ ├── linear.py │ │ │ ├── vit.py │ │ │ └── vit_utils.py │ │ └── vit.py │ ├── processors │ │ ├── __init__.py │ │ ├── alpro_processors.py │ │ ├── base_processor.py │ │ ├── blip_diffusion_processors.py │ │ ├── blip_processors.py │ │ ├── clip_processors.py │ │ ├── functional_video.py │ │ ├── gpt_processors.py │ │ ├── randaugment.py │ │ └── transforms_video.py │ ├── projects │ │ ├── albef │ │ │ ├── eval │ │ │ │ ├── nlvr_eval.yaml │ │ │ │ ├── ret_coco_eval.yaml │ │ │ │ ├── ret_flickr30k_eval.yaml │ │ │ │ ├── snli_ve_eval.yaml │ │ │ │ ├── vqa_test.yaml │ │ │ │ └── vqa_val.yaml │ │ │ └── train │ │ │ │ ├── aokvqa_ft.yaml │ │ │ │ ├── nlvr_ft.yaml │ │ │ │ ├── okvqa_ft.yaml │ │ │ │ ├── pretrain.yaml │ │ │ │ ├── ret_coco_ft.yaml │ │ │ │ ├── ret_flickr30k_ft.yaml │ │ │ │ ├── snli_ve_ft.yaml │ │ │ │ └── vqa_ft.yaml │ │ ├── alpro │ │ │ ├── eval │ │ │ │ ├── didemo_ret_eval.yaml │ │ │ │ ├── msrvtt_qa_eval.yaml │ │ │ │ ├── msrvtt_ret_eval.yaml │ │ │ │ └── msvd_qa_eval.yaml │ │ │ └── train │ │ │ │ ├── didemo_ret_ft.yaml │ │ │ │ ├── msrvtt_qa_ft.yaml │ │ │ │ ├── msrvtt_retrieval_ft.yaml │ │ │ │ └── msvd_qa_ft.yaml │ │ ├── blip │ │ │ ├── coco_cap_ft_iter.yaml │ │ │ ├── eval │ │ │ │ ├── aokvqa_eval.yaml │ │ │ │ ├── caption_coco_eval.yaml │ │ │ │ ├── caption_coco_eval_large.yaml │ │ │ │ ├── nlvr_eval.yaml │ │ │ │ ├── nocaps_eval.yaml │ │ │ │ ├── okvqa_eval.yaml │ │ │ │ ├── ret_coco_eval.yaml │ │ │ │ ├── ret_flickr_eval.yaml │ │ │ │ └── vqav2_eval.yaml │ │ │ └── train │ │ │ │ ├── aokvqa_ft.yaml │ │ │ │ ├── caption_coco_ft.yaml │ │ │ │ ├── caption_coco_large_ft.yaml │ │ │ │ ├── nlvr_ft.yaml │ │ │ │ ├── okvqa_ft.yaml │ │ │ │ ├── pretrain_14m.yaml │ │ │ │ ├── retrieval_coco_ft.yaml │ │ │ │ ├── retrieval_flickr_ft.yaml │ │ │ │ └── vqav2_ft.yaml │ │ ├── blip2 │ │ │ ├── eval │ │ │ │ ├── caption_coco_flant5xl_eval.yaml │ │ │ │ ├── caption_coco_opt2.7b_eval.yaml │ │ │ │ ├── caption_coco_opt6.7b_eval.yaml │ │ │ │ ├── gqa_zeroshot_flant5xl_eval.yaml │ │ │ │ ├── okvqa_zeroshot_flant5xl_eval.yaml │ │ │ │ ├── ret_coco_eval.yaml │ │ │ │ ├── ret_flickr_eval.yaml │ │ │ │ ├── vqav2_zeroshot_flant5xl_eval.yaml │ │ │ │ └── vqav2_zeroshot_opt_eval.yaml │ │ │ └── train │ │ │ │ ├── caption_coco_ft.yaml │ │ │ │ ├── pretrain_stage1.yaml │ │ │ │ ├── pretrain_stage2.yaml │ │ │ │ └── retrieval_coco_ft.yaml │ │ ├── blip_diffusion │ │ │ ├── finetune-db-dog.yaml │ │ │ ├── finetune-db-pink-dress.yaml │ │ │ ├── finetune-db-shein-jacket.yaml │ │ │ └── finetune-db-template.yaml │ │ ├── clip │ │ │ ├── exp_coco_ret_eval.yaml │ │ │ ├── exp_flickr_ret_eval.yaml │ │ │ └── exp_imnet_zs_eval.yaml │ │ ├── drivegpt.yaml │ │ ├── gpt │ │ │ ├── eval │ │ │ │ └── dialogue_avsd_eval.yaml │ │ │ └── train │ │ │ │ └── dialogue_avsd_ft.yaml │ │ ├── lmdrive │ │ │ └── notice_llava15_visual_encoder_r50_seq40.yaml │ │ └── pnp-vqa │ │ │ └── eval │ │ │ ├── gqa_eval.yaml │ │ │ ├── gqa_eval_3b.yaml │ │ │ ├── gqa_eval_large.yaml │ │ │ ├── okvqa_eval.yaml │ │ │ ├── okvqa_eval_3b.yaml │ │ │ ├── okvqa_eval_large.yaml │ │ │ ├── vqav2_eval.yaml │ │ │ ├── vqav2_eval_3b.yaml │ │ │ ├── vqav2_eval_large.yaml │ │ │ ├── vqav2_test_eval.yaml │ │ │ ├── vqav2_test_eval_3b.yaml │ │ │ └── vqav2_test_eval_large.yaml │ ├── runners │ │ ├── __init__.py │ │ ├── runner_base.py │ │ └── runner_iter.py │ └── tasks │ │ ├── __init__.py │ │ ├── base_task.py │ │ ├── captioning.py │ │ ├── dialogue.py │ │ ├── drive.py │ │ ├── image_text_pretrain.py │ │ ├── multimodal_classification.py │ │ ├── retrieval.py │ │ ├── text_to_image_generation.py │ │ ├── vqa.py │ │ └── vqa_reading_comprehension.py ├── projects │ ├── blip-diffusion │ │ ├── README.md │ │ ├── images │ │ │ ├── black-cat.png │ │ │ ├── cat-sofa.png │ │ │ ├── dog.png │ │ │ ├── dog2.png │ │ │ ├── dreambooth │ │ │ │ ├── dog │ │ │ │ │ ├── 00.jpg │ │ │ │ │ ├── 01.jpg │ │ │ │ │ ├── 02.jpg │ │ │ │ │ ├── 03.jpg │ │ │ │ │ └── 04.jpg │ │ │ │ └── dog8 │ │ │ │ │ ├── 00.jpg │ │ │ │ │ ├── 01.jpg │ │ │ │ │ ├── 02.jpg │ │ │ │ │ ├── 03.jpg │ │ │ │ │ └── 04.jpg │ │ │ ├── dress-model.png │ │ │ ├── flower.jpg │ │ │ ├── green-skirt.png │ │ │ ├── jacket-letter-s │ │ │ │ └── jacket-letter-s.png │ │ │ ├── kettle.jpg │ │ │ ├── pink-dress.png │ │ │ ├── pink-dress │ │ │ │ └── pink-dress.png │ │ │ └── shein-jacket │ │ │ │ └── shein-jacket.jpg │ │ ├── notebooks │ │ │ ├── editing_real_finetuned.ipynb │ │ │ ├── editing_real_zeroshot.ipynb │ │ │ ├── editing_synthetic_zeroshot.ipynb │ │ │ ├── editing_tryon_zeroshot.ipynb │ │ │ ├── generation_finetuned_dog.ipynb │ │ │ ├── generation_zeroshot.ipynb │ │ │ └── stylization.ipynb │ │ └── teaser-website.png │ ├── blip2 │ │ ├── README.md │ │ ├── blip2_illustration.png │ │ └── model_card.pdf │ ├── img2llm-vqa │ │ ├── Caption.png │ │ ├── Illustration.png │ │ ├── QuestionGeneration.png │ │ ├── README.md │ │ ├── demo.png │ │ ├── img2llm_vqa.ipynb │ │ └── img2llm_vqa.py │ ├── img2prompt-vqa │ │ └── README.md │ ├── instructblip │ │ ├── README.md │ │ ├── comparison.png │ │ ├── run_demo.py │ │ └── showcase.png │ └── pnp-vqa │ │ ├── README.md │ │ ├── pnp_vqa.ipynb │ │ └── pnp_vqa.png ├── pyproject.toml ├── requirements.txt ├── run.sh ├── run_scripts │ ├── albef │ │ ├── eval │ │ │ ├── eval_albef_nlvr.sh │ │ │ ├── eval_albef_ve.sh │ │ │ ├── eval_coco_retrieval.sh │ │ │ ├── eval_flickr30k_retrieval.sh │ │ │ ├── test_albef_vqa.sh │ │ │ └── val_albef_vqa.sh │ │ └── train │ │ │ ├── pretrain.sh │ │ │ ├── train_aokvqa_albef.sh │ │ │ ├── train_coco_retrieval_albef.sh │ │ │ ├── train_flickr30k_retrieval_albef.sh │ │ │ ├── train_nlvr_albef.sh │ │ │ ├── train_okvqa_albef.sh │ │ │ ├── train_ve_albef.sh │ │ │ └── train_vqa_albef.sh │ ├── alpro │ │ ├── eval │ │ │ ├── eval_didemo_ret.sh │ │ │ ├── eval_msrvtt_qa.sh │ │ │ ├── eval_msrvtt_ret.sh │ │ │ └── eval_msvd_qa.sh │ │ └── train │ │ │ ├── train_didemo_ret.sh │ │ │ ├── train_msrvtt_qa.sh │ │ │ ├── train_msrvtt_ret.sh │ │ │ └── train_msvd_qa.sh │ ├── blip-diffusion │ │ ├── train_db.sh │ │ ├── train_db_dog.sh │ │ ├── train_db_jacket_s.sh │ │ ├── train_db_pink_dress.sh │ │ └── train_db_shein_jacket.sh │ ├── blip │ │ ├── eval │ │ │ ├── eval_aokvqa.sh │ │ │ ├── eval_coco_cap.sh │ │ │ ├── eval_coco_cap_large.sh │ │ │ ├── eval_nlvr.sh │ │ │ ├── eval_nocaps.sh │ │ │ ├── eval_okvqa.sh │ │ │ ├── eval_ret_coco.sh │ │ │ ├── eval_ret_flickr.sh │ │ │ └── validate_vqa.sh │ │ └── train │ │ │ ├── pretrain.sh │ │ │ ├── train_aokvqa.sh │ │ │ ├── train_caption_coco.sh │ │ │ ├── train_caption_coco_large.sh │ │ │ ├── train_caption_coco_large_iters.sh │ │ │ ├── train_nlvr.sh │ │ │ ├── train_okvqa.sh │ │ │ ├── train_retrieval_coco.sh │ │ │ ├── train_retrieval_flickr.sh │ │ │ └── train_vqa.sh │ ├── blip2 │ │ ├── eval │ │ │ ├── eval_cap_coco_flant5xl.sh │ │ │ ├── eval_cap_coco_opt2.7b.sh │ │ │ ├── eval_cap_coco_opt6.7b.sh │ │ │ ├── eval_gqa_zeroshot_flant5xl.sh │ │ │ ├── eval_okvqa_zeroshot_flant5xl.sh │ │ │ ├── eval_ret_coco.sh │ │ │ ├── eval_ret_flickr.sh │ │ │ ├── validate_vqa_zeroshot_flant5xl.sh │ │ │ └── validate_vqa_zeroshot_opt.sh │ │ └── train │ │ │ ├── pretrain_stage1.sh │ │ │ ├── pretrain_stage2.sh │ │ │ ├── train_caption_coco.sh │ │ │ └── train_retrieval_coco.sh │ ├── clip │ │ └── eval │ │ │ ├── eval_clip_ret_coco.sh │ │ │ ├── eval_clip_ret_flickr.sh │ │ │ └── eval_clip_zs_imnet.sh │ ├── gpt │ │ ├── eval │ │ │ └── eval_video_dialogue_avsd.sh │ │ └── train │ │ │ └── train_video_dialogue_avsd.sh │ ├── pnp-vqa │ │ └── eval │ │ │ ├── eval_gqa.sh │ │ │ ├── eval_gqa_3b.sh │ │ │ ├── eval_gqa_large.sh │ │ │ ├── eval_okvqa.sh │ │ │ ├── eval_okvqa_3b.sh │ │ │ ├── eval_okvqa_large.sh │ │ │ ├── eval_vqav2.sh │ │ │ ├── eval_vqav2_3b.sh │ │ │ ├── eval_vqav2_large.sh │ │ │ ├── eval_vqav2_test.sh │ │ │ ├── eval_vqav2_test_3b.sh │ │ │ └── eval_vqav2_test_large.sh │ ├── run_browser.sh │ └── run_demo.sh ├── setup.py ├── tests │ └── models │ │ ├── test_albef.py │ │ ├── test_blip.py │ │ ├── test_blip2.py │ │ └── test_pnp_vqa.py └── train.py ├── LICENSE ├── README.md ├── assets └── pipeline.png ├── data_collection ├── auto_agent.yaml ├── base_script.sh ├── generate_bashs.py └── generate_batch_collect.py ├── dataset ├── batch_rm_data.py └── init_dir.py ├── environment.yml ├── langauto ├── benchmark_long.xml ├── benchmark_short.xml └── benchmark_tiny.xml ├── leaderboard ├── .pylintrc ├── CHANGELOG.md ├── LICENSE ├── README.md ├── data │ ├── 42routes │ │ ├── 42routes.xml │ │ └── 42scenarios.json │ ├── additional_routes │ │ ├── routes_town01_long.xml │ │ ├── routes_town02_long.xml │ │ ├── routes_town03_long.xml │ │ ├── routes_town04_long.xml │ │ └── routes_town06_long.xml │ ├── evaluation_routes │ │ └── routes_town05_long.xml │ ├── official │ │ ├── all_towns_traffic_scenarios_public.json │ │ ├── routes_devtest.xml │ │ ├── routes_testing.xml │ │ └── routes_training.xml │ ├── scenarios │ │ ├── merged_all_towns_scenarios.json.tar.gz │ │ ├── no_scenarios.json │ │ ├── town01_all_scenarios.json │ │ ├── town02_all_scenarios.json │ │ ├── town03_all_scenarios.json │ │ ├── town04_all_scenarios.json │ │ ├── town05_all_scenarios.json │ │ ├── town06_all_scenarios.json │ │ ├── town07_all_scenarios.json │ │ └── town10_all_scenarios.json │ ├── training_routes │ │ ├── routes_town01_long.xml │ │ ├── routes_town01_short.xml │ │ ├── routes_town01_short.xml.test │ │ ├── routes_town01_tiny.xml │ │ ├── routes_town02_long.xml │ │ ├── routes_town02_short.xml │ │ ├── routes_town02_tiny.xml │ │ ├── routes_town03_long.xml │ │ ├── routes_town03_short.xml │ │ ├── routes_town03_tiny.xml │ │ ├── routes_town04_long.xml │ │ ├── routes_town04_short.xml │ │ ├── routes_town04_tiny.xml │ │ ├── routes_town05_long.xml │ │ ├── routes_town05_short.xml │ │ ├── routes_town05_tiny.xml │ │ ├── routes_town06_long.xml │ │ ├── routes_town06_short.xml │ │ ├── routes_town06_tiny.xml │ │ ├── routes_town07_short.xml │ │ ├── routes_town07_tiny.xml │ │ ├── routes_town10_short.xml │ │ └── routes_town10_tiny.xml │ └── validation_routes │ │ ├── routes_town05_short.xml │ │ └── routes_town05_tiny.xml ├── docs │ ├── Gemfile │ ├── LICENSE │ ├── README.md │ ├── _config.yml │ ├── _includes │ │ ├── footer.html │ │ ├── google-analytics.html │ │ ├── head.html │ │ ├── navbar.html │ │ ├── read_time.html │ │ └── scripts.html │ ├── _layouts │ │ ├── default.html │ │ ├── home.html │ │ ├── page.html │ │ └── post.html │ ├── _sass │ │ └── styles.scss │ ├── about.html │ ├── assets │ │ ├── main.scss │ │ ├── scripts.js │ │ └── vendor │ │ │ ├── bootstrap │ │ │ ├── css │ │ │ │ ├── bootstrap.css │ │ │ │ ├── bootstrap.css.map │ │ │ │ ├── bootstrap.min.css │ │ │ │ └── bootstrap.min.css.map │ │ │ └── js │ │ │ │ ├── bootstrap.bundle.js │ │ │ │ ├── bootstrap.bundle.js.map │ │ │ │ ├── bootstrap.bundle.min.js │ │ │ │ ├── bootstrap.bundle.min.js.map │ │ │ │ ├── bootstrap.js │ │ │ │ ├── bootstrap.js.map │ │ │ │ ├── bootstrap.min.js │ │ │ │ └── bootstrap.min.js.map │ │ │ ├── fontawesome-free │ │ │ ├── LICENSE.txt │ │ │ ├── css │ │ │ │ ├── all.css │ │ │ │ ├── all.min.css │ │ │ │ ├── brands.css │ │ │ │ ├── brands.min.css │ │ │ │ ├── fontawesome.css │ │ │ │ ├── fontawesome.min.css │ │ │ │ ├── regular.css │ │ │ │ ├── regular.min.css │ │ │ │ ├── solid.css │ │ │ │ ├── solid.min.css │ │ │ │ ├── svg-with-js.css │ │ │ │ ├── svg-with-js.min.css │ │ │ │ ├── v4-shims.css │ │ │ │ └── v4-shims.min.css │ │ │ ├── js │ │ │ │ ├── all.js │ │ │ │ ├── all.min.js │ │ │ │ ├── brands.js │ │ │ │ ├── brands.min.js │ │ │ │ ├── conflict-detection.js │ │ │ │ ├── conflict-detection.min.js │ │ │ │ ├── fontawesome.js │ │ │ │ ├── fontawesome.min.js │ │ │ │ ├── regular.js │ │ │ │ ├── regular.min.js │ │ │ │ ├── solid.js │ │ │ │ ├── solid.min.js │ │ │ │ ├── v4-shims.js │ │ │ │ └── v4-shims.min.js │ │ │ ├── less │ │ │ │ ├── _animated.less │ │ │ │ ├── _bordered-pulled.less │ │ │ │ ├── _core.less │ │ │ │ ├── _fixed-width.less │ │ │ │ ├── _icons.less │ │ │ │ ├── _larger.less │ │ │ │ ├── _list.less │ │ │ │ ├── _mixins.less │ │ │ │ ├── _rotated-flipped.less │ │ │ │ ├── _screen-reader.less │ │ │ │ ├── _shims.less │ │ │ │ ├── _stacked.less │ │ │ │ ├── _variables.less │ │ │ │ ├── brands.less │ │ │ │ ├── fontawesome.less │ │ │ │ ├── regular.less │ │ │ │ ├── solid.less │ │ │ │ └── v4-shims.less │ │ │ ├── scss │ │ │ │ ├── _animated.scss │ │ │ │ ├── _bordered-pulled.scss │ │ │ │ ├── _core.scss │ │ │ │ ├── _fixed-width.scss │ │ │ │ ├── _icons.scss │ │ │ │ ├── _larger.scss │ │ │ │ ├── _list.scss │ │ │ │ ├── _mixins.scss │ │ │ │ ├── _rotated-flipped.scss │ │ │ │ ├── _screen-reader.scss │ │ │ │ ├── _shims.scss │ │ │ │ ├── _stacked.scss │ │ │ │ ├── _variables.scss │ │ │ │ ├── brands.scss │ │ │ │ ├── fontawesome.scss │ │ │ │ ├── regular.scss │ │ │ │ ├── solid.scss │ │ │ │ └── v4-shims.scss │ │ │ ├── sprites │ │ │ │ ├── brands.svg │ │ │ │ ├── regular.svg │ │ │ │ └── solid.svg │ │ │ ├── svgs │ │ │ │ ├── brands │ │ │ │ │ ├── 500px.svg │ │ │ │ │ ├── accessible-icon.svg │ │ │ │ │ ├── accusoft.svg │ │ │ │ │ ├── acquisitions-incorporated.svg │ │ │ │ │ ├── adn.svg │ │ │ │ │ ├── adobe.svg │ │ │ │ │ ├── adversal.svg │ │ │ │ │ ├── affiliatetheme.svg │ │ │ │ │ ├── airbnb.svg │ │ │ │ │ ├── algolia.svg │ │ │ │ │ ├── alipay.svg │ │ │ │ │ ├── amazon-pay.svg │ │ │ │ │ ├── amazon.svg │ │ │ │ │ ├── amilia.svg │ │ │ │ │ ├── android.svg │ │ │ │ │ ├── angellist.svg │ │ │ │ │ ├── angrycreative.svg │ │ │ │ │ ├── angular.svg │ │ │ │ │ ├── app-store-ios.svg │ │ │ │ │ ├── app-store.svg │ │ │ │ │ ├── apper.svg │ │ │ │ │ ├── apple-pay.svg │ │ │ │ │ ├── apple.svg │ │ │ │ │ ├── artstation.svg │ │ │ │ │ ├── asymmetrik.svg │ │ │ │ │ ├── atlassian.svg │ │ │ │ │ ├── audible.svg │ │ │ │ │ ├── autoprefixer.svg │ │ │ │ │ ├── avianex.svg │ │ │ │ │ ├── aviato.svg │ │ │ │ │ ├── aws.svg │ │ │ │ │ ├── bandcamp.svg │ │ │ │ │ ├── battle-net.svg │ │ │ │ │ ├── behance-square.svg │ │ │ │ │ ├── behance.svg │ │ │ │ │ ├── bimobject.svg │ │ │ │ │ ├── bitbucket.svg │ │ │ │ │ ├── bitcoin.svg │ │ │ │ │ ├── bity.svg │ │ │ │ │ ├── black-tie.svg │ │ │ │ │ ├── blackberry.svg │ │ │ │ │ ├── blogger-b.svg │ │ │ │ │ ├── blogger.svg │ │ │ │ │ ├── bluetooth-b.svg │ │ │ │ │ ├── bluetooth.svg │ │ │ │ │ ├── bootstrap.svg │ │ │ │ │ ├── btc.svg │ │ │ │ │ ├── buffer.svg │ │ │ │ │ ├── buromobelexperte.svg │ │ │ │ │ ├── buysellads.svg │ │ │ │ │ ├── canadian-maple-leaf.svg │ │ │ │ │ ├── cc-amazon-pay.svg │ │ │ │ │ ├── cc-amex.svg │ │ │ │ │ ├── cc-apple-pay.svg │ │ │ │ │ ├── cc-diners-club.svg │ │ │ │ │ ├── cc-discover.svg │ │ │ │ │ ├── cc-jcb.svg │ │ │ │ │ ├── cc-mastercard.svg │ │ │ │ │ ├── cc-paypal.svg │ │ │ │ │ ├── cc-stripe.svg │ │ │ │ │ ├── cc-visa.svg │ │ │ │ │ ├── centercode.svg │ │ │ │ │ ├── centos.svg │ │ │ │ │ ├── chrome.svg │ │ │ │ │ ├── chromecast.svg │ │ │ │ │ ├── cloudscale.svg │ │ │ │ │ ├── cloudsmith.svg │ │ │ │ │ ├── cloudversify.svg │ │ │ │ │ ├── codepen.svg │ │ │ │ │ ├── codiepie.svg │ │ │ │ │ ├── confluence.svg │ │ │ │ │ ├── connectdevelop.svg │ │ │ │ │ ├── contao.svg │ │ │ │ │ ├── cotton-bureau.svg │ │ │ │ │ ├── cpanel.svg │ │ │ │ │ ├── creative-commons-by.svg │ │ │ │ │ ├── creative-commons-nc-eu.svg │ │ │ │ │ ├── creative-commons-nc-jp.svg │ │ │ │ │ ├── creative-commons-nc.svg │ │ │ │ │ ├── creative-commons-nd.svg │ │ │ │ │ ├── creative-commons-pd-alt.svg │ │ │ │ │ ├── creative-commons-pd.svg │ │ │ │ │ ├── creative-commons-remix.svg │ │ │ │ │ ├── creative-commons-sa.svg │ │ │ │ │ ├── creative-commons-sampling-plus.svg │ │ │ │ │ ├── creative-commons-sampling.svg │ │ │ │ │ ├── creative-commons-share.svg │ │ │ │ │ ├── creative-commons-zero.svg │ │ │ │ │ ├── creative-commons.svg │ │ │ │ │ ├── critical-role.svg │ │ │ │ │ ├── css3-alt.svg │ │ │ │ │ ├── css3.svg │ │ │ │ │ ├── cuttlefish.svg │ │ │ │ │ ├── d-and-d-beyond.svg │ │ │ │ │ ├── d-and-d.svg │ │ │ │ │ ├── dashcube.svg │ │ │ │ │ ├── delicious.svg │ │ │ │ │ ├── deploydog.svg │ │ │ │ │ ├── deskpro.svg │ │ │ │ │ ├── dev.svg │ │ │ │ │ ├── deviantart.svg │ │ │ │ │ ├── dhl.svg │ │ │ │ │ ├── diaspora.svg │ │ │ │ │ ├── digg.svg │ │ │ │ │ ├── digital-ocean.svg │ │ │ │ │ ├── discord.svg │ │ │ │ │ ├── discourse.svg │ │ │ │ │ ├── dochub.svg │ │ │ │ │ ├── docker.svg │ │ │ │ │ ├── draft2digital.svg │ │ │ │ │ ├── dribbble-square.svg │ │ │ │ │ ├── dribbble.svg │ │ │ │ │ ├── dropbox.svg │ │ │ │ │ ├── drupal.svg │ │ │ │ │ ├── dyalog.svg │ │ │ │ │ ├── earlybirds.svg │ │ │ │ │ ├── ebay.svg │ │ │ │ │ ├── edge.svg │ │ │ │ │ ├── elementor.svg │ │ │ │ │ ├── ello.svg │ │ │ │ │ ├── ember.svg │ │ │ │ │ ├── empire.svg │ │ │ │ │ ├── envira.svg │ │ │ │ │ ├── erlang.svg │ │ │ │ │ ├── ethereum.svg │ │ │ │ │ ├── etsy.svg │ │ │ │ │ ├── evernote.svg │ │ │ │ │ ├── expeditedssl.svg │ │ │ │ │ ├── facebook-f.svg │ │ │ │ │ ├── facebook-messenger.svg │ │ │ │ │ ├── facebook-square.svg │ │ │ │ │ ├── facebook.svg │ │ │ │ │ ├── fantasy-flight-games.svg │ │ │ │ │ ├── fedex.svg │ │ │ │ │ ├── fedora.svg │ │ │ │ │ ├── figma.svg │ │ │ │ │ ├── firefox.svg │ │ │ │ │ ├── first-order-alt.svg │ │ │ │ │ ├── first-order.svg │ │ │ │ │ ├── firstdraft.svg │ │ │ │ │ ├── flickr.svg │ │ │ │ │ ├── flipboard.svg │ │ │ │ │ ├── fly.svg │ │ │ │ │ ├── font-awesome-alt.svg │ │ │ │ │ ├── font-awesome-flag.svg │ │ │ │ │ ├── font-awesome-logo-full.svg │ │ │ │ │ ├── font-awesome.svg │ │ │ │ │ ├── fonticons-fi.svg │ │ │ │ │ ├── fonticons.svg │ │ │ │ │ ├── fort-awesome-alt.svg │ │ │ │ │ ├── fort-awesome.svg │ │ │ │ │ ├── forumbee.svg │ │ │ │ │ ├── foursquare.svg │ │ │ │ │ ├── free-code-camp.svg │ │ │ │ │ ├── freebsd.svg │ │ │ │ │ ├── fulcrum.svg │ │ │ │ │ ├── galactic-republic.svg │ │ │ │ │ ├── galactic-senate.svg │ │ │ │ │ ├── get-pocket.svg │ │ │ │ │ ├── gg-circle.svg │ │ │ │ │ ├── gg.svg │ │ │ │ │ ├── git-alt.svg │ │ │ │ │ ├── git-square.svg │ │ │ │ │ ├── git.svg │ │ │ │ │ ├── github-alt.svg │ │ │ │ │ ├── github-square.svg │ │ │ │ │ ├── github.svg │ │ │ │ │ ├── gitkraken.svg │ │ │ │ │ ├── gitlab.svg │ │ │ │ │ ├── gitter.svg │ │ │ │ │ ├── glide-g.svg │ │ │ │ │ ├── glide.svg │ │ │ │ │ ├── gofore.svg │ │ │ │ │ ├── goodreads-g.svg │ │ │ │ │ ├── goodreads.svg │ │ │ │ │ ├── google-drive.svg │ │ │ │ │ ├── google-play.svg │ │ │ │ │ ├── google-plus-g.svg │ │ │ │ │ ├── google-plus-square.svg │ │ │ │ │ ├── google-plus.svg │ │ │ │ │ ├── google-wallet.svg │ │ │ │ │ ├── google.svg │ │ │ │ │ ├── gratipay.svg │ │ │ │ │ ├── grav.svg │ │ │ │ │ ├── gripfire.svg │ │ │ │ │ ├── grunt.svg │ │ │ │ │ ├── gulp.svg │ │ │ │ │ ├── hacker-news-square.svg │ │ │ │ │ ├── hacker-news.svg │ │ │ │ │ ├── hackerrank.svg │ │ │ │ │ ├── hips.svg │ │ │ │ │ ├── hire-a-helper.svg │ │ │ │ │ ├── hooli.svg │ │ │ │ │ ├── hornbill.svg │ │ │ │ │ ├── hotjar.svg │ │ │ │ │ ├── houzz.svg │ │ │ │ │ ├── html5.svg │ │ │ │ │ ├── hubspot.svg │ │ │ │ │ ├── imdb.svg │ │ │ │ │ ├── instagram.svg │ │ │ │ │ ├── intercom.svg │ │ │ │ │ ├── internet-explorer.svg │ │ │ │ │ ├── invision.svg │ │ │ │ │ ├── ioxhost.svg │ │ │ │ │ ├── itch-io.svg │ │ │ │ │ ├── itunes-note.svg │ │ │ │ │ ├── itunes.svg │ │ │ │ │ ├── java.svg │ │ │ │ │ ├── jedi-order.svg │ │ │ │ │ ├── jenkins.svg │ │ │ │ │ ├── jira.svg │ │ │ │ │ ├── joget.svg │ │ │ │ │ ├── joomla.svg │ │ │ │ │ ├── js-square.svg │ │ │ │ │ ├── js.svg │ │ │ │ │ ├── jsfiddle.svg │ │ │ │ │ ├── kaggle.svg │ │ │ │ │ ├── keybase.svg │ │ │ │ │ ├── keycdn.svg │ │ │ │ │ ├── kickstarter-k.svg │ │ │ │ │ ├── kickstarter.svg │ │ │ │ │ ├── korvue.svg │ │ │ │ │ ├── laravel.svg │ │ │ │ │ ├── lastfm-square.svg │ │ │ │ │ ├── lastfm.svg │ │ │ │ │ ├── leanpub.svg │ │ │ │ │ ├── less.svg │ │ │ │ │ ├── line.svg │ │ │ │ │ ├── linkedin-in.svg │ │ │ │ │ ├── linkedin.svg │ │ │ │ │ ├── linode.svg │ │ │ │ │ ├── linux.svg │ │ │ │ │ ├── lyft.svg │ │ │ │ │ ├── magento.svg │ │ │ │ │ ├── mailchimp.svg │ │ │ │ │ ├── mandalorian.svg │ │ │ │ │ ├── markdown.svg │ │ │ │ │ ├── mastodon.svg │ │ │ │ │ ├── maxcdn.svg │ │ │ │ │ ├── medapps.svg │ │ │ │ │ ├── medium-m.svg │ │ │ │ │ ├── medium.svg │ │ │ │ │ ├── medrt.svg │ │ │ │ │ ├── meetup.svg │ │ │ │ │ ├── megaport.svg │ │ │ │ │ ├── mendeley.svg │ │ │ │ │ ├── microsoft.svg │ │ │ │ │ ├── mix.svg │ │ │ │ │ ├── mixcloud.svg │ │ │ │ │ ├── mizuni.svg │ │ │ │ │ ├── modx.svg │ │ │ │ │ ├── monero.svg │ │ │ │ │ ├── napster.svg │ │ │ │ │ ├── neos.svg │ │ │ │ │ ├── nimblr.svg │ │ │ │ │ ├── nintendo-switch.svg │ │ │ │ │ ├── node-js.svg │ │ │ │ │ ├── node.svg │ │ │ │ │ ├── npm.svg │ │ │ │ │ ├── ns8.svg │ │ │ │ │ ├── nutritionix.svg │ │ │ │ │ ├── odnoklassniki-square.svg │ │ │ │ │ ├── odnoklassniki.svg │ │ │ │ │ ├── old-republic.svg │ │ │ │ │ ├── opencart.svg │ │ │ │ │ ├── openid.svg │ │ │ │ │ ├── opera.svg │ │ │ │ │ ├── optin-monster.svg │ │ │ │ │ ├── osi.svg │ │ │ │ │ ├── page4.svg │ │ │ │ │ ├── pagelines.svg │ │ │ │ │ ├── palfed.svg │ │ │ │ │ ├── patreon.svg │ │ │ │ │ ├── paypal.svg │ │ │ │ │ ├── penny-arcade.svg │ │ │ │ │ ├── periscope.svg │ │ │ │ │ ├── phabricator.svg │ │ │ │ │ ├── phoenix-framework.svg │ │ │ │ │ ├── phoenix-squadron.svg │ │ │ │ │ ├── php.svg │ │ │ │ │ ├── pied-piper-alt.svg │ │ │ │ │ ├── pied-piper-hat.svg │ │ │ │ │ ├── pied-piper-pp.svg │ │ │ │ │ ├── pied-piper.svg │ │ │ │ │ ├── pinterest-p.svg │ │ │ │ │ ├── pinterest-square.svg │ │ │ │ │ ├── pinterest.svg │ │ │ │ │ ├── playstation.svg │ │ │ │ │ ├── product-hunt.svg │ │ │ │ │ ├── pushed.svg │ │ │ │ │ ├── python.svg │ │ │ │ │ ├── qq.svg │ │ │ │ │ ├── quinscape.svg │ │ │ │ │ ├── quora.svg │ │ │ │ │ ├── r-project.svg │ │ │ │ │ ├── raspberry-pi.svg │ │ │ │ │ ├── ravelry.svg │ │ │ │ │ ├── react.svg │ │ │ │ │ ├── reacteurope.svg │ │ │ │ │ ├── readme.svg │ │ │ │ │ ├── rebel.svg │ │ │ │ │ ├── red-river.svg │ │ │ │ │ ├── reddit-alien.svg │ │ │ │ │ ├── reddit-square.svg │ │ │ │ │ ├── reddit.svg │ │ │ │ │ ├── redhat.svg │ │ │ │ │ ├── renren.svg │ │ │ │ │ ├── replyd.svg │ │ │ │ │ ├── researchgate.svg │ │ │ │ │ ├── resolving.svg │ │ │ │ │ ├── rev.svg │ │ │ │ │ ├── rocketchat.svg │ │ │ │ │ ├── rockrms.svg │ │ │ │ │ ├── safari.svg │ │ │ │ │ ├── salesforce.svg │ │ │ │ │ ├── sass.svg │ │ │ │ │ ├── schlix.svg │ │ │ │ │ ├── scribd.svg │ │ │ │ │ ├── searchengin.svg │ │ │ │ │ ├── sellcast.svg │ │ │ │ │ ├── sellsy.svg │ │ │ │ │ ├── servicestack.svg │ │ │ │ │ ├── shirtsinbulk.svg │ │ │ │ │ ├── shopware.svg │ │ │ │ │ ├── simplybuilt.svg │ │ │ │ │ ├── sistrix.svg │ │ │ │ │ ├── sith.svg │ │ │ │ │ ├── sketch.svg │ │ │ │ │ ├── skyatlas.svg │ │ │ │ │ ├── skype.svg │ │ │ │ │ ├── slack-hash.svg │ │ │ │ │ ├── slack.svg │ │ │ │ │ ├── slideshare.svg │ │ │ │ │ ├── snapchat-ghost.svg │ │ │ │ │ ├── snapchat-square.svg │ │ │ │ │ ├── snapchat.svg │ │ │ │ │ ├── soundcloud.svg │ │ │ │ │ ├── sourcetree.svg │ │ │ │ │ ├── speakap.svg │ │ │ │ │ ├── speaker-deck.svg │ │ │ │ │ ├── spotify.svg │ │ │ │ │ ├── squarespace.svg │ │ │ │ │ ├── stack-exchange.svg │ │ │ │ │ ├── stack-overflow.svg │ │ │ │ │ ├── stackpath.svg │ │ │ │ │ ├── staylinked.svg │ │ │ │ │ ├── steam-square.svg │ │ │ │ │ ├── steam-symbol.svg │ │ │ │ │ ├── steam.svg │ │ │ │ │ ├── sticker-mule.svg │ │ │ │ │ ├── strava.svg │ │ │ │ │ ├── stripe-s.svg │ │ │ │ │ ├── stripe.svg │ │ │ │ │ ├── studiovinari.svg │ │ │ │ │ ├── stumbleupon-circle.svg │ │ │ │ │ ├── stumbleupon.svg │ │ │ │ │ ├── superpowers.svg │ │ │ │ │ ├── supple.svg │ │ │ │ │ ├── suse.svg │ │ │ │ │ ├── symfony.svg │ │ │ │ │ ├── teamspeak.svg │ │ │ │ │ ├── telegram-plane.svg │ │ │ │ │ ├── telegram.svg │ │ │ │ │ ├── tencent-weibo.svg │ │ │ │ │ ├── the-red-yeti.svg │ │ │ │ │ ├── themeco.svg │ │ │ │ │ ├── themeisle.svg │ │ │ │ │ ├── think-peaks.svg │ │ │ │ │ ├── trade-federation.svg │ │ │ │ │ ├── trello.svg │ │ │ │ │ ├── tripadvisor.svg │ │ │ │ │ ├── tumblr-square.svg │ │ │ │ │ ├── tumblr.svg │ │ │ │ │ ├── twitch.svg │ │ │ │ │ ├── twitter-square.svg │ │ │ │ │ ├── twitter.svg │ │ │ │ │ ├── typo3.svg │ │ │ │ │ ├── uber.svg │ │ │ │ │ ├── ubuntu.svg │ │ │ │ │ ├── uikit.svg │ │ │ │ │ ├── uniregistry.svg │ │ │ │ │ ├── untappd.svg │ │ │ │ │ ├── ups.svg │ │ │ │ │ ├── usb.svg │ │ │ │ │ ├── usps.svg │ │ │ │ │ ├── ussunnah.svg │ │ │ │ │ ├── vaadin.svg │ │ │ │ │ ├── viacoin.svg │ │ │ │ │ ├── viadeo-square.svg │ │ │ │ │ ├── viadeo.svg │ │ │ │ │ ├── viber.svg │ │ │ │ │ ├── vimeo-square.svg │ │ │ │ │ ├── vimeo-v.svg │ │ │ │ │ ├── vimeo.svg │ │ │ │ │ ├── vine.svg │ │ │ │ │ ├── vk.svg │ │ │ │ │ ├── vnv.svg │ │ │ │ │ ├── vuejs.svg │ │ │ │ │ ├── waze.svg │ │ │ │ │ ├── weebly.svg │ │ │ │ │ ├── weibo.svg │ │ │ │ │ ├── weixin.svg │ │ │ │ │ ├── whatsapp-square.svg │ │ │ │ │ ├── whatsapp.svg │ │ │ │ │ ├── whmcs.svg │ │ │ │ │ ├── wikipedia-w.svg │ │ │ │ │ ├── windows.svg │ │ │ │ │ ├── wix.svg │ │ │ │ │ ├── wizards-of-the-coast.svg │ │ │ │ │ ├── wolf-pack-battalion.svg │ │ │ │ │ ├── wordpress-simple.svg │ │ │ │ │ ├── wordpress.svg │ │ │ │ │ ├── wpbeginner.svg │ │ │ │ │ ├── wpexplorer.svg │ │ │ │ │ ├── wpforms.svg │ │ │ │ │ ├── wpressr.svg │ │ │ │ │ ├── xbox.svg │ │ │ │ │ ├── xing-square.svg │ │ │ │ │ ├── xing.svg │ │ │ │ │ ├── y-combinator.svg │ │ │ │ │ ├── yahoo.svg │ │ │ │ │ ├── yammer.svg │ │ │ │ │ ├── yandex-international.svg │ │ │ │ │ ├── yandex.svg │ │ │ │ │ ├── yarn.svg │ │ │ │ │ ├── yelp.svg │ │ │ │ │ ├── yoast.svg │ │ │ │ │ ├── youtube-square.svg │ │ │ │ │ ├── youtube.svg │ │ │ │ │ └── zhihu.svg │ │ │ │ ├── regular │ │ │ │ │ ├── address-book.svg │ │ │ │ │ ├── address-card.svg │ │ │ │ │ ├── angry.svg │ │ │ │ │ ├── arrow-alt-circle-down.svg │ │ │ │ │ ├── arrow-alt-circle-left.svg │ │ │ │ │ ├── arrow-alt-circle-right.svg │ │ │ │ │ ├── arrow-alt-circle-up.svg │ │ │ │ │ ├── bell-slash.svg │ │ │ │ │ ├── bell.svg │ │ │ │ │ ├── bookmark.svg │ │ │ │ │ ├── building.svg │ │ │ │ │ ├── calendar-alt.svg │ │ │ │ │ ├── calendar-check.svg │ │ │ │ │ ├── calendar-minus.svg │ │ │ │ │ ├── calendar-plus.svg │ │ │ │ │ ├── calendar-times.svg │ │ │ │ │ ├── calendar.svg │ │ │ │ │ ├── caret-square-down.svg │ │ │ │ │ ├── caret-square-left.svg │ │ │ │ │ ├── caret-square-right.svg │ │ │ │ │ ├── caret-square-up.svg │ │ │ │ │ ├── chart-bar.svg │ │ │ │ │ ├── check-circle.svg │ │ │ │ │ ├── check-square.svg │ │ │ │ │ ├── circle.svg │ │ │ │ │ ├── clipboard.svg │ │ │ │ │ ├── clock.svg │ │ │ │ │ ├── clone.svg │ │ │ │ │ ├── closed-captioning.svg │ │ │ │ │ ├── comment-alt.svg │ │ │ │ │ ├── comment-dots.svg │ │ │ │ │ ├── comment.svg │ │ │ │ │ ├── comments.svg │ │ │ │ │ ├── compass.svg │ │ │ │ │ ├── copy.svg │ │ │ │ │ ├── copyright.svg │ │ │ │ │ ├── credit-card.svg │ │ │ │ │ ├── dizzy.svg │ │ │ │ │ ├── dot-circle.svg │ │ │ │ │ ├── edit.svg │ │ │ │ │ ├── envelope-open.svg │ │ │ │ │ ├── envelope.svg │ │ │ │ │ ├── eye-slash.svg │ │ │ │ │ ├── eye.svg │ │ │ │ │ ├── file-alt.svg │ │ │ │ │ ├── file-archive.svg │ │ │ │ │ ├── file-audio.svg │ │ │ │ │ ├── file-code.svg │ │ │ │ │ ├── file-excel.svg │ │ │ │ │ ├── file-image.svg │ │ │ │ │ ├── file-pdf.svg │ │ │ │ │ ├── file-powerpoint.svg │ │ │ │ │ ├── file-video.svg │ │ │ │ │ ├── file-word.svg │ │ │ │ │ ├── file.svg │ │ │ │ │ ├── flag.svg │ │ │ │ │ ├── flushed.svg │ │ │ │ │ ├── folder-open.svg │ │ │ │ │ ├── folder.svg │ │ │ │ │ ├── font-awesome-logo-full.svg │ │ │ │ │ ├── frown-open.svg │ │ │ │ │ ├── frown.svg │ │ │ │ │ ├── futbol.svg │ │ │ │ │ ├── gem.svg │ │ │ │ │ ├── grimace.svg │ │ │ │ │ ├── grin-alt.svg │ │ │ │ │ ├── grin-beam-sweat.svg │ │ │ │ │ ├── grin-beam.svg │ │ │ │ │ ├── grin-hearts.svg │ │ │ │ │ ├── grin-squint-tears.svg │ │ │ │ │ ├── grin-squint.svg │ │ │ │ │ ├── grin-stars.svg │ │ │ │ │ ├── grin-tears.svg │ │ │ │ │ ├── grin-tongue-squint.svg │ │ │ │ │ ├── grin-tongue-wink.svg │ │ │ │ │ ├── grin-tongue.svg │ │ │ │ │ ├── grin-wink.svg │ │ │ │ │ ├── grin.svg │ │ │ │ │ ├── hand-lizard.svg │ │ │ │ │ ├── hand-paper.svg │ │ │ │ │ ├── hand-peace.svg │ │ │ │ │ ├── hand-point-down.svg │ │ │ │ │ ├── hand-point-left.svg │ │ │ │ │ ├── hand-point-right.svg │ │ │ │ │ ├── hand-point-up.svg │ │ │ │ │ ├── hand-pointer.svg │ │ │ │ │ ├── hand-rock.svg │ │ │ │ │ ├── hand-scissors.svg │ │ │ │ │ ├── hand-spock.svg │ │ │ │ │ ├── handshake.svg │ │ │ │ │ ├── hdd.svg │ │ │ │ │ ├── heart.svg │ │ │ │ │ ├── hospital.svg │ │ │ │ │ ├── hourglass.svg │ │ │ │ │ ├── id-badge.svg │ │ │ │ │ ├── id-card.svg │ │ │ │ │ ├── image.svg │ │ │ │ │ ├── images.svg │ │ │ │ │ ├── keyboard.svg │ │ │ │ │ ├── kiss-beam.svg │ │ │ │ │ ├── kiss-wink-heart.svg │ │ │ │ │ ├── kiss.svg │ │ │ │ │ ├── laugh-beam.svg │ │ │ │ │ ├── laugh-squint.svg │ │ │ │ │ ├── laugh-wink.svg │ │ │ │ │ ├── laugh.svg │ │ │ │ │ ├── lemon.svg │ │ │ │ │ ├── life-ring.svg │ │ │ │ │ ├── lightbulb.svg │ │ │ │ │ ├── list-alt.svg │ │ │ │ │ ├── map.svg │ │ │ │ │ ├── meh-blank.svg │ │ │ │ │ ├── meh-rolling-eyes.svg │ │ │ │ │ ├── meh.svg │ │ │ │ │ ├── minus-square.svg │ │ │ │ │ ├── money-bill-alt.svg │ │ │ │ │ ├── moon.svg │ │ │ │ │ ├── newspaper.svg │ │ │ │ │ ├── object-group.svg │ │ │ │ │ ├── object-ungroup.svg │ │ │ │ │ ├── paper-plane.svg │ │ │ │ │ ├── pause-circle.svg │ │ │ │ │ ├── play-circle.svg │ │ │ │ │ ├── plus-square.svg │ │ │ │ │ ├── question-circle.svg │ │ │ │ │ ├── registered.svg │ │ │ │ │ ├── sad-cry.svg │ │ │ │ │ ├── sad-tear.svg │ │ │ │ │ ├── save.svg │ │ │ │ │ ├── share-square.svg │ │ │ │ │ ├── smile-beam.svg │ │ │ │ │ ├── smile-wink.svg │ │ │ │ │ ├── smile.svg │ │ │ │ │ ├── snowflake.svg │ │ │ │ │ ├── square.svg │ │ │ │ │ ├── star-half.svg │ │ │ │ │ ├── star.svg │ │ │ │ │ ├── sticky-note.svg │ │ │ │ │ ├── stop-circle.svg │ │ │ │ │ ├── sun.svg │ │ │ │ │ ├── surprise.svg │ │ │ │ │ ├── thumbs-down.svg │ │ │ │ │ ├── thumbs-up.svg │ │ │ │ │ ├── times-circle.svg │ │ │ │ │ ├── tired.svg │ │ │ │ │ ├── trash-alt.svg │ │ │ │ │ ├── user-circle.svg │ │ │ │ │ ├── user.svg │ │ │ │ │ ├── window-close.svg │ │ │ │ │ ├── window-maximize.svg │ │ │ │ │ ├── window-minimize.svg │ │ │ │ │ └── window-restore.svg │ │ │ │ └── solid │ │ │ │ │ ├── ad.svg │ │ │ │ │ ├── address-book.svg │ │ │ │ │ ├── address-card.svg │ │ │ │ │ ├── adjust.svg │ │ │ │ │ ├── air-freshener.svg │ │ │ │ │ ├── align-center.svg │ │ │ │ │ ├── align-justify.svg │ │ │ │ │ ├── align-left.svg │ │ │ │ │ ├── align-right.svg │ │ │ │ │ ├── allergies.svg │ │ │ │ │ ├── ambulance.svg │ │ │ │ │ ├── american-sign-language-interpreting.svg │ │ │ │ │ ├── anchor.svg │ │ │ │ │ ├── angle-double-down.svg │ │ │ │ │ ├── angle-double-left.svg │ │ │ │ │ ├── angle-double-right.svg │ │ │ │ │ ├── angle-double-up.svg │ │ │ │ │ ├── angle-down.svg │ │ │ │ │ ├── angle-left.svg │ │ │ │ │ ├── angle-right.svg │ │ │ │ │ ├── angle-up.svg │ │ │ │ │ ├── angry.svg │ │ │ │ │ ├── ankh.svg │ │ │ │ │ ├── apple-alt.svg │ │ │ │ │ ├── archive.svg │ │ │ │ │ ├── archway.svg │ │ │ │ │ ├── arrow-alt-circle-down.svg │ │ │ │ │ ├── arrow-alt-circle-left.svg │ │ │ │ │ ├── arrow-alt-circle-right.svg │ │ │ │ │ ├── arrow-alt-circle-up.svg │ │ │ │ │ ├── arrow-circle-down.svg │ │ │ │ │ ├── arrow-circle-left.svg │ │ │ │ │ ├── arrow-circle-right.svg │ │ │ │ │ ├── arrow-circle-up.svg │ │ │ │ │ ├── arrow-down.svg │ │ │ │ │ ├── arrow-left.svg │ │ │ │ │ ├── arrow-right.svg │ │ │ │ │ ├── arrow-up.svg │ │ │ │ │ ├── arrows-alt-h.svg │ │ │ │ │ ├── arrows-alt-v.svg │ │ │ │ │ ├── arrows-alt.svg │ │ │ │ │ ├── assistive-listening-systems.svg │ │ │ │ │ ├── asterisk.svg │ │ │ │ │ ├── at.svg │ │ │ │ │ ├── atlas.svg │ │ │ │ │ ├── atom.svg │ │ │ │ │ ├── audio-description.svg │ │ │ │ │ ├── award.svg │ │ │ │ │ ├── baby-carriage.svg │ │ │ │ │ ├── baby.svg │ │ │ │ │ ├── backspace.svg │ │ │ │ │ ├── backward.svg │ │ │ │ │ ├── bacon.svg │ │ │ │ │ ├── balance-scale-left.svg │ │ │ │ │ ├── balance-scale-right.svg │ │ │ │ │ ├── balance-scale.svg │ │ │ │ │ ├── ban.svg │ │ │ │ │ ├── band-aid.svg │ │ │ │ │ ├── barcode.svg │ │ │ │ │ ├── bars.svg │ │ │ │ │ ├── baseball-ball.svg │ │ │ │ │ ├── basketball-ball.svg │ │ │ │ │ ├── bath.svg │ │ │ │ │ ├── battery-empty.svg │ │ │ │ │ ├── battery-full.svg │ │ │ │ │ ├── battery-half.svg │ │ │ │ │ ├── battery-quarter.svg │ │ │ │ │ ├── battery-three-quarters.svg │ │ │ │ │ ├── bed.svg │ │ │ │ │ ├── beer.svg │ │ │ │ │ ├── bell-slash.svg │ │ │ │ │ ├── bell.svg │ │ │ │ │ ├── bezier-curve.svg │ │ │ │ │ ├── bible.svg │ │ │ │ │ ├── bicycle.svg │ │ │ │ │ ├── biking.svg │ │ │ │ │ ├── binoculars.svg │ │ │ │ │ ├── biohazard.svg │ │ │ │ │ ├── birthday-cake.svg │ │ │ │ │ ├── blender-phone.svg │ │ │ │ │ ├── blender.svg │ │ │ │ │ ├── blind.svg │ │ │ │ │ ├── blog.svg │ │ │ │ │ ├── bold.svg │ │ │ │ │ ├── bolt.svg │ │ │ │ │ ├── bomb.svg │ │ │ │ │ ├── bone.svg │ │ │ │ │ ├── bong.svg │ │ │ │ │ ├── book-dead.svg │ │ │ │ │ ├── book-medical.svg │ │ │ │ │ ├── book-open.svg │ │ │ │ │ ├── book-reader.svg │ │ │ │ │ ├── book.svg │ │ │ │ │ ├── bookmark.svg │ │ │ │ │ ├── border-all.svg │ │ │ │ │ ├── border-none.svg │ │ │ │ │ ├── border-style.svg │ │ │ │ │ ├── bowling-ball.svg │ │ │ │ │ ├── box-open.svg │ │ │ │ │ ├── box.svg │ │ │ │ │ ├── boxes.svg │ │ │ │ │ ├── braille.svg │ │ │ │ │ ├── brain.svg │ │ │ │ │ ├── bread-slice.svg │ │ │ │ │ ├── briefcase-medical.svg │ │ │ │ │ ├── briefcase.svg │ │ │ │ │ ├── broadcast-tower.svg │ │ │ │ │ ├── broom.svg │ │ │ │ │ ├── brush.svg │ │ │ │ │ ├── bug.svg │ │ │ │ │ ├── building.svg │ │ │ │ │ ├── bullhorn.svg │ │ │ │ │ ├── bullseye.svg │ │ │ │ │ ├── burn.svg │ │ │ │ │ ├── bus-alt.svg │ │ │ │ │ ├── bus.svg │ │ │ │ │ ├── business-time.svg │ │ │ │ │ ├── calculator.svg │ │ │ │ │ ├── calendar-alt.svg │ │ │ │ │ ├── calendar-check.svg │ │ │ │ │ ├── calendar-day.svg │ │ │ │ │ ├── calendar-minus.svg │ │ │ │ │ ├── calendar-plus.svg │ │ │ │ │ ├── calendar-times.svg │ │ │ │ │ ├── calendar-week.svg │ │ │ │ │ ├── calendar.svg │ │ │ │ │ ├── camera-retro.svg │ │ │ │ │ ├── camera.svg │ │ │ │ │ ├── campground.svg │ │ │ │ │ ├── candy-cane.svg │ │ │ │ │ ├── cannabis.svg │ │ │ │ │ ├── capsules.svg │ │ │ │ │ ├── car-alt.svg │ │ │ │ │ ├── car-battery.svg │ │ │ │ │ ├── car-crash.svg │ │ │ │ │ ├── car-side.svg │ │ │ │ │ ├── car.svg │ │ │ │ │ ├── caret-down.svg │ │ │ │ │ ├── caret-left.svg │ │ │ │ │ ├── caret-right.svg │ │ │ │ │ ├── caret-square-down.svg │ │ │ │ │ ├── caret-square-left.svg │ │ │ │ │ ├── caret-square-right.svg │ │ │ │ │ ├── caret-square-up.svg │ │ │ │ │ ├── caret-up.svg │ │ │ │ │ ├── carrot.svg │ │ │ │ │ ├── cart-arrow-down.svg │ │ │ │ │ ├── cart-plus.svg │ │ │ │ │ ├── cash-register.svg │ │ │ │ │ ├── cat.svg │ │ │ │ │ ├── certificate.svg │ │ │ │ │ ├── chair.svg │ │ │ │ │ ├── chalkboard-teacher.svg │ │ │ │ │ ├── chalkboard.svg │ │ │ │ │ ├── charging-station.svg │ │ │ │ │ ├── chart-area.svg │ │ │ │ │ ├── chart-bar.svg │ │ │ │ │ ├── chart-line.svg │ │ │ │ │ ├── chart-pie.svg │ │ │ │ │ ├── check-circle.svg │ │ │ │ │ ├── check-double.svg │ │ │ │ │ ├── check-square.svg │ │ │ │ │ ├── check.svg │ │ │ │ │ ├── cheese.svg │ │ │ │ │ ├── chess-bishop.svg │ │ │ │ │ ├── chess-board.svg │ │ │ │ │ ├── chess-king.svg │ │ │ │ │ ├── chess-knight.svg │ │ │ │ │ ├── chess-pawn.svg │ │ │ │ │ ├── chess-queen.svg │ │ │ │ │ ├── chess-rook.svg │ │ │ │ │ ├── chess.svg │ │ │ │ │ ├── chevron-circle-down.svg │ │ │ │ │ ├── chevron-circle-left.svg │ │ │ │ │ ├── chevron-circle-right.svg │ │ │ │ │ ├── chevron-circle-up.svg │ │ │ │ │ ├── chevron-down.svg │ │ │ │ │ ├── chevron-left.svg │ │ │ │ │ ├── chevron-right.svg │ │ │ │ │ ├── chevron-up.svg │ │ │ │ │ ├── child.svg │ │ │ │ │ ├── church.svg │ │ │ │ │ ├── circle-notch.svg │ │ │ │ │ ├── circle.svg │ │ │ │ │ ├── city.svg │ │ │ │ │ ├── clinic-medical.svg │ │ │ │ │ ├── clipboard-check.svg │ │ │ │ │ ├── clipboard-list.svg │ │ │ │ │ ├── clipboard.svg │ │ │ │ │ ├── clock.svg │ │ │ │ │ ├── clone.svg │ │ │ │ │ ├── closed-captioning.svg │ │ │ │ │ ├── cloud-download-alt.svg │ │ │ │ │ ├── cloud-meatball.svg │ │ │ │ │ ├── cloud-moon-rain.svg │ │ │ │ │ ├── cloud-moon.svg │ │ │ │ │ ├── cloud-rain.svg │ │ │ │ │ ├── cloud-showers-heavy.svg │ │ │ │ │ ├── cloud-sun-rain.svg │ │ │ │ │ ├── cloud-sun.svg │ │ │ │ │ ├── cloud-upload-alt.svg │ │ │ │ │ ├── cloud.svg │ │ │ │ │ ├── cocktail.svg │ │ │ │ │ ├── code-branch.svg │ │ │ │ │ ├── code.svg │ │ │ │ │ ├── coffee.svg │ │ │ │ │ ├── cog.svg │ │ │ │ │ ├── cogs.svg │ │ │ │ │ ├── coins.svg │ │ │ │ │ ├── columns.svg │ │ │ │ │ ├── comment-alt.svg │ │ │ │ │ ├── comment-dollar.svg │ │ │ │ │ ├── comment-dots.svg │ │ │ │ │ ├── comment-medical.svg │ │ │ │ │ ├── comment-slash.svg │ │ │ │ │ ├── comment.svg │ │ │ │ │ ├── comments-dollar.svg │ │ │ │ │ ├── comments.svg │ │ │ │ │ ├── compact-disc.svg │ │ │ │ │ ├── compass.svg │ │ │ │ │ ├── compress-arrows-alt.svg │ │ │ │ │ ├── compress.svg │ │ │ │ │ ├── concierge-bell.svg │ │ │ │ │ ├── cookie-bite.svg │ │ │ │ │ ├── cookie.svg │ │ │ │ │ ├── copy.svg │ │ │ │ │ ├── copyright.svg │ │ │ │ │ ├── couch.svg │ │ │ │ │ ├── credit-card.svg │ │ │ │ │ ├── crop-alt.svg │ │ │ │ │ ├── crop.svg │ │ │ │ │ ├── cross.svg │ │ │ │ │ ├── crosshairs.svg │ │ │ │ │ ├── crow.svg │ │ │ │ │ ├── crown.svg │ │ │ │ │ ├── crutch.svg │ │ │ │ │ ├── cube.svg │ │ │ │ │ ├── cubes.svg │ │ │ │ │ ├── cut.svg │ │ │ │ │ ├── database.svg │ │ │ │ │ ├── deaf.svg │ │ │ │ │ ├── democrat.svg │ │ │ │ │ ├── desktop.svg │ │ │ │ │ ├── dharmachakra.svg │ │ │ │ │ ├── diagnoses.svg │ │ │ │ │ ├── dice-d20.svg │ │ │ │ │ ├── dice-d6.svg │ │ │ │ │ ├── dice-five.svg │ │ │ │ │ ├── dice-four.svg │ │ │ │ │ ├── dice-one.svg │ │ │ │ │ ├── dice-six.svg │ │ │ │ │ ├── dice-three.svg │ │ │ │ │ ├── dice-two.svg │ │ │ │ │ ├── dice.svg │ │ │ │ │ ├── digital-tachograph.svg │ │ │ │ │ ├── directions.svg │ │ │ │ │ ├── divide.svg │ │ │ │ │ ├── dizzy.svg │ │ │ │ │ ├── dna.svg │ │ │ │ │ ├── dog.svg │ │ │ │ │ ├── dollar-sign.svg │ │ │ │ │ ├── dolly-flatbed.svg │ │ │ │ │ ├── dolly.svg │ │ │ │ │ ├── donate.svg │ │ │ │ │ ├── door-closed.svg │ │ │ │ │ ├── door-open.svg │ │ │ │ │ ├── dot-circle.svg │ │ │ │ │ ├── dove.svg │ │ │ │ │ ├── download.svg │ │ │ │ │ ├── drafting-compass.svg │ │ │ │ │ ├── dragon.svg │ │ │ │ │ ├── draw-polygon.svg │ │ │ │ │ ├── drum-steelpan.svg │ │ │ │ │ ├── drum.svg │ │ │ │ │ ├── drumstick-bite.svg │ │ │ │ │ ├── dumbbell.svg │ │ │ │ │ ├── dumpster-fire.svg │ │ │ │ │ ├── dumpster.svg │ │ │ │ │ ├── dungeon.svg │ │ │ │ │ ├── edit.svg │ │ │ │ │ ├── egg.svg │ │ │ │ │ ├── eject.svg │ │ │ │ │ ├── ellipsis-h.svg │ │ │ │ │ ├── ellipsis-v.svg │ │ │ │ │ ├── envelope-open-text.svg │ │ │ │ │ ├── envelope-open.svg │ │ │ │ │ ├── envelope-square.svg │ │ │ │ │ ├── envelope.svg │ │ │ │ │ ├── equals.svg │ │ │ │ │ ├── eraser.svg │ │ │ │ │ ├── ethernet.svg │ │ │ │ │ ├── euro-sign.svg │ │ │ │ │ ├── exchange-alt.svg │ │ │ │ │ ├── exclamation-circle.svg │ │ │ │ │ ├── exclamation-triangle.svg │ │ │ │ │ ├── exclamation.svg │ │ │ │ │ ├── expand-arrows-alt.svg │ │ │ │ │ ├── expand.svg │ │ │ │ │ ├── external-link-alt.svg │ │ │ │ │ ├── external-link-square-alt.svg │ │ │ │ │ ├── eye-dropper.svg │ │ │ │ │ ├── eye-slash.svg │ │ │ │ │ ├── eye.svg │ │ │ │ │ ├── fan.svg │ │ │ │ │ ├── fast-backward.svg │ │ │ │ │ ├── fast-forward.svg │ │ │ │ │ ├── fax.svg │ │ │ │ │ ├── feather-alt.svg │ │ │ │ │ ├── feather.svg │ │ │ │ │ ├── female.svg │ │ │ │ │ ├── fighter-jet.svg │ │ │ │ │ ├── file-alt.svg │ │ │ │ │ ├── file-archive.svg │ │ │ │ │ ├── file-audio.svg │ │ │ │ │ ├── file-code.svg │ │ │ │ │ ├── file-contract.svg │ │ │ │ │ ├── file-csv.svg │ │ │ │ │ ├── file-download.svg │ │ │ │ │ ├── file-excel.svg │ │ │ │ │ ├── file-export.svg │ │ │ │ │ ├── file-image.svg │ │ │ │ │ ├── file-import.svg │ │ │ │ │ ├── file-invoice-dollar.svg │ │ │ │ │ ├── file-invoice.svg │ │ │ │ │ ├── file-medical-alt.svg │ │ │ │ │ ├── file-medical.svg │ │ │ │ │ ├── file-pdf.svg │ │ │ │ │ ├── file-powerpoint.svg │ │ │ │ │ ├── file-prescription.svg │ │ │ │ │ ├── file-signature.svg │ │ │ │ │ ├── file-upload.svg │ │ │ │ │ ├── file-video.svg │ │ │ │ │ ├── file-word.svg │ │ │ │ │ ├── file.svg │ │ │ │ │ ├── fill-drip.svg │ │ │ │ │ ├── fill.svg │ │ │ │ │ ├── film.svg │ │ │ │ │ ├── filter.svg │ │ │ │ │ ├── fingerprint.svg │ │ │ │ │ ├── fire-alt.svg │ │ │ │ │ ├── fire-extinguisher.svg │ │ │ │ │ ├── fire.svg │ │ │ │ │ ├── first-aid.svg │ │ │ │ │ ├── fish.svg │ │ │ │ │ ├── fist-raised.svg │ │ │ │ │ ├── flag-checkered.svg │ │ │ │ │ ├── flag-usa.svg │ │ │ │ │ ├── flag.svg │ │ │ │ │ ├── flask.svg │ │ │ │ │ ├── flushed.svg │ │ │ │ │ ├── folder-minus.svg │ │ │ │ │ ├── folder-open.svg │ │ │ │ │ ├── folder-plus.svg │ │ │ │ │ ├── folder.svg │ │ │ │ │ ├── font-awesome-logo-full.svg │ │ │ │ │ ├── font.svg │ │ │ │ │ ├── football-ball.svg │ │ │ │ │ ├── forward.svg │ │ │ │ │ ├── frog.svg │ │ │ │ │ ├── frown-open.svg │ │ │ │ │ ├── frown.svg │ │ │ │ │ ├── funnel-dollar.svg │ │ │ │ │ ├── futbol.svg │ │ │ │ │ ├── gamepad.svg │ │ │ │ │ ├── gas-pump.svg │ │ │ │ │ ├── gavel.svg │ │ │ │ │ ├── gem.svg │ │ │ │ │ ├── genderless.svg │ │ │ │ │ ├── ghost.svg │ │ │ │ │ ├── gift.svg │ │ │ │ │ ├── gifts.svg │ │ │ │ │ ├── glass-cheers.svg │ │ │ │ │ ├── glass-martini-alt.svg │ │ │ │ │ ├── glass-martini.svg │ │ │ │ │ ├── glass-whiskey.svg │ │ │ │ │ ├── glasses.svg │ │ │ │ │ ├── globe-africa.svg │ │ │ │ │ ├── globe-americas.svg │ │ │ │ │ ├── globe-asia.svg │ │ │ │ │ ├── globe-europe.svg │ │ │ │ │ ├── globe.svg │ │ │ │ │ ├── golf-ball.svg │ │ │ │ │ ├── gopuram.svg │ │ │ │ │ ├── graduation-cap.svg │ │ │ │ │ ├── greater-than-equal.svg │ │ │ │ │ ├── greater-than.svg │ │ │ │ │ ├── grimace.svg │ │ │ │ │ ├── grin-alt.svg │ │ │ │ │ ├── grin-beam-sweat.svg │ │ │ │ │ ├── grin-beam.svg │ │ │ │ │ ├── grin-hearts.svg │ │ │ │ │ ├── grin-squint-tears.svg │ │ │ │ │ ├── grin-squint.svg │ │ │ │ │ ├── grin-stars.svg │ │ │ │ │ ├── grin-tears.svg │ │ │ │ │ ├── grin-tongue-squint.svg │ │ │ │ │ ├── grin-tongue-wink.svg │ │ │ │ │ ├── grin-tongue.svg │ │ │ │ │ ├── grin-wink.svg │ │ │ │ │ ├── grin.svg │ │ │ │ │ ├── grip-horizontal.svg │ │ │ │ │ ├── grip-lines-vertical.svg │ │ │ │ │ ├── grip-lines.svg │ │ │ │ │ ├── grip-vertical.svg │ │ │ │ │ ├── guitar.svg │ │ │ │ │ ├── h-square.svg │ │ │ │ │ ├── hamburger.svg │ │ │ │ │ ├── hammer.svg │ │ │ │ │ ├── hamsa.svg │ │ │ │ │ ├── hand-holding-heart.svg │ │ │ │ │ ├── hand-holding-usd.svg │ │ │ │ │ ├── hand-holding.svg │ │ │ │ │ ├── hand-lizard.svg │ │ │ │ │ ├── hand-middle-finger.svg │ │ │ │ │ ├── hand-paper.svg │ │ │ │ │ ├── hand-peace.svg │ │ │ │ │ ├── hand-point-down.svg │ │ │ │ │ ├── hand-point-left.svg │ │ │ │ │ ├── hand-point-right.svg │ │ │ │ │ ├── hand-point-up.svg │ │ │ │ │ ├── hand-pointer.svg │ │ │ │ │ ├── hand-rock.svg │ │ │ │ │ ├── hand-scissors.svg │ │ │ │ │ ├── hand-spock.svg │ │ │ │ │ ├── hands-helping.svg │ │ │ │ │ ├── hands.svg │ │ │ │ │ ├── handshake.svg │ │ │ │ │ ├── hanukiah.svg │ │ │ │ │ ├── hard-hat.svg │ │ │ │ │ ├── hashtag.svg │ │ │ │ │ ├── hat-wizard.svg │ │ │ │ │ ├── haykal.svg │ │ │ │ │ ├── hdd.svg │ │ │ │ │ ├── heading.svg │ │ │ │ │ ├── headphones-alt.svg │ │ │ │ │ ├── headphones.svg │ │ │ │ │ ├── headset.svg │ │ │ │ │ ├── heart-broken.svg │ │ │ │ │ ├── heart.svg │ │ │ │ │ ├── heartbeat.svg │ │ │ │ │ ├── helicopter.svg │ │ │ │ │ ├── highlighter.svg │ │ │ │ │ ├── hiking.svg │ │ │ │ │ ├── hippo.svg │ │ │ │ │ ├── history.svg │ │ │ │ │ ├── hockey-puck.svg │ │ │ │ │ ├── holly-berry.svg │ │ │ │ │ ├── home.svg │ │ │ │ │ ├── horse-head.svg │ │ │ │ │ ├── horse.svg │ │ │ │ │ ├── hospital-alt.svg │ │ │ │ │ ├── hospital-symbol.svg │ │ │ │ │ ├── hospital.svg │ │ │ │ │ ├── hot-tub.svg │ │ │ │ │ ├── hotdog.svg │ │ │ │ │ ├── hotel.svg │ │ │ │ │ ├── hourglass-end.svg │ │ │ │ │ ├── hourglass-half.svg │ │ │ │ │ ├── hourglass-start.svg │ │ │ │ │ ├── hourglass.svg │ │ │ │ │ ├── house-damage.svg │ │ │ │ │ ├── hryvnia.svg │ │ │ │ │ ├── i-cursor.svg │ │ │ │ │ ├── ice-cream.svg │ │ │ │ │ ├── icicles.svg │ │ │ │ │ ├── icons.svg │ │ │ │ │ ├── id-badge.svg │ │ │ │ │ ├── id-card-alt.svg │ │ │ │ │ ├── id-card.svg │ │ │ │ │ ├── igloo.svg │ │ │ │ │ ├── image.svg │ │ │ │ │ ├── images.svg │ │ │ │ │ ├── inbox.svg │ │ │ │ │ ├── indent.svg │ │ │ │ │ ├── industry.svg │ │ │ │ │ ├── infinity.svg │ │ │ │ │ ├── info-circle.svg │ │ │ │ │ ├── info.svg │ │ │ │ │ ├── italic.svg │ │ │ │ │ ├── jedi.svg │ │ │ │ │ ├── joint.svg │ │ │ │ │ ├── journal-whills.svg │ │ │ │ │ ├── kaaba.svg │ │ │ │ │ ├── key.svg │ │ │ │ │ ├── keyboard.svg │ │ │ │ │ ├── khanda.svg │ │ │ │ │ ├── kiss-beam.svg │ │ │ │ │ ├── kiss-wink-heart.svg │ │ │ │ │ ├── kiss.svg │ │ │ │ │ ├── kiwi-bird.svg │ │ │ │ │ ├── landmark.svg │ │ │ │ │ ├── language.svg │ │ │ │ │ ├── laptop-code.svg │ │ │ │ │ ├── laptop-medical.svg │ │ │ │ │ ├── laptop.svg │ │ │ │ │ ├── laugh-beam.svg │ │ │ │ │ ├── laugh-squint.svg │ │ │ │ │ ├── laugh-wink.svg │ │ │ │ │ ├── laugh.svg │ │ │ │ │ ├── layer-group.svg │ │ │ │ │ ├── leaf.svg │ │ │ │ │ ├── lemon.svg │ │ │ │ │ ├── less-than-equal.svg │ │ │ │ │ ├── less-than.svg │ │ │ │ │ ├── level-down-alt.svg │ │ │ │ │ ├── level-up-alt.svg │ │ │ │ │ ├── life-ring.svg │ │ │ │ │ ├── lightbulb.svg │ │ │ │ │ ├── link.svg │ │ │ │ │ ├── lira-sign.svg │ │ │ │ │ ├── list-alt.svg │ │ │ │ │ ├── list-ol.svg │ │ │ │ │ ├── list-ul.svg │ │ │ │ │ ├── list.svg │ │ │ │ │ ├── location-arrow.svg │ │ │ │ │ ├── lock-open.svg │ │ │ │ │ ├── lock.svg │ │ │ │ │ ├── long-arrow-alt-down.svg │ │ │ │ │ ├── long-arrow-alt-left.svg │ │ │ │ │ ├── long-arrow-alt-right.svg │ │ │ │ │ ├── long-arrow-alt-up.svg │ │ │ │ │ ├── low-vision.svg │ │ │ │ │ ├── luggage-cart.svg │ │ │ │ │ ├── magic.svg │ │ │ │ │ ├── magnet.svg │ │ │ │ │ ├── mail-bulk.svg │ │ │ │ │ ├── male.svg │ │ │ │ │ ├── map-marked-alt.svg │ │ │ │ │ ├── map-marked.svg │ │ │ │ │ ├── map-marker-alt.svg │ │ │ │ │ ├── map-marker.svg │ │ │ │ │ ├── map-pin.svg │ │ │ │ │ ├── map-signs.svg │ │ │ │ │ ├── map.svg │ │ │ │ │ ├── marker.svg │ │ │ │ │ ├── mars-double.svg │ │ │ │ │ ├── mars-stroke-h.svg │ │ │ │ │ ├── mars-stroke-v.svg │ │ │ │ │ ├── mars-stroke.svg │ │ │ │ │ ├── mars.svg │ │ │ │ │ ├── mask.svg │ │ │ │ │ ├── medal.svg │ │ │ │ │ ├── medkit.svg │ │ │ │ │ ├── meh-blank.svg │ │ │ │ │ ├── meh-rolling-eyes.svg │ │ │ │ │ ├── meh.svg │ │ │ │ │ ├── memory.svg │ │ │ │ │ ├── menorah.svg │ │ │ │ │ ├── mercury.svg │ │ │ │ │ ├── meteor.svg │ │ │ │ │ ├── microchip.svg │ │ │ │ │ ├── microphone-alt-slash.svg │ │ │ │ │ ├── microphone-alt.svg │ │ │ │ │ ├── microphone-slash.svg │ │ │ │ │ ├── microphone.svg │ │ │ │ │ ├── microscope.svg │ │ │ │ │ ├── minus-circle.svg │ │ │ │ │ ├── minus-square.svg │ │ │ │ │ ├── minus.svg │ │ │ │ │ ├── mitten.svg │ │ │ │ │ ├── mobile-alt.svg │ │ │ │ │ ├── mobile.svg │ │ │ │ │ ├── money-bill-alt.svg │ │ │ │ │ ├── money-bill-wave-alt.svg │ │ │ │ │ ├── money-bill-wave.svg │ │ │ │ │ ├── money-bill.svg │ │ │ │ │ ├── money-check-alt.svg │ │ │ │ │ ├── money-check.svg │ │ │ │ │ ├── monument.svg │ │ │ │ │ ├── moon.svg │ │ │ │ │ ├── mortar-pestle.svg │ │ │ │ │ ├── mosque.svg │ │ │ │ │ ├── motorcycle.svg │ │ │ │ │ ├── mountain.svg │ │ │ │ │ ├── mouse-pointer.svg │ │ │ │ │ ├── mug-hot.svg │ │ │ │ │ ├── music.svg │ │ │ │ │ ├── network-wired.svg │ │ │ │ │ ├── neuter.svg │ │ │ │ │ ├── newspaper.svg │ │ │ │ │ ├── not-equal.svg │ │ │ │ │ ├── notes-medical.svg │ │ │ │ │ ├── object-group.svg │ │ │ │ │ ├── object-ungroup.svg │ │ │ │ │ ├── oil-can.svg │ │ │ │ │ ├── om.svg │ │ │ │ │ ├── otter.svg │ │ │ │ │ ├── outdent.svg │ │ │ │ │ ├── pager.svg │ │ │ │ │ ├── paint-brush.svg │ │ │ │ │ ├── paint-roller.svg │ │ │ │ │ ├── palette.svg │ │ │ │ │ ├── pallet.svg │ │ │ │ │ ├── paper-plane.svg │ │ │ │ │ ├── paperclip.svg │ │ │ │ │ ├── parachute-box.svg │ │ │ │ │ ├── paragraph.svg │ │ │ │ │ ├── parking.svg │ │ │ │ │ ├── passport.svg │ │ │ │ │ ├── pastafarianism.svg │ │ │ │ │ ├── paste.svg │ │ │ │ │ ├── pause-circle.svg │ │ │ │ │ ├── pause.svg │ │ │ │ │ ├── paw.svg │ │ │ │ │ ├── peace.svg │ │ │ │ │ ├── pen-alt.svg │ │ │ │ │ ├── pen-fancy.svg │ │ │ │ │ ├── pen-nib.svg │ │ │ │ │ ├── pen-square.svg │ │ │ │ │ ├── pen.svg │ │ │ │ │ ├── pencil-alt.svg │ │ │ │ │ ├── pencil-ruler.svg │ │ │ │ │ ├── people-carry.svg │ │ │ │ │ ├── pepper-hot.svg │ │ │ │ │ ├── percent.svg │ │ │ │ │ ├── percentage.svg │ │ │ │ │ ├── person-booth.svg │ │ │ │ │ ├── phone-alt.svg │ │ │ │ │ ├── phone-slash.svg │ │ │ │ │ ├── phone-square-alt.svg │ │ │ │ │ ├── phone-square.svg │ │ │ │ │ ├── phone-volume.svg │ │ │ │ │ ├── phone.svg │ │ │ │ │ ├── photo-video.svg │ │ │ │ │ ├── piggy-bank.svg │ │ │ │ │ ├── pills.svg │ │ │ │ │ ├── pizza-slice.svg │ │ │ │ │ ├── place-of-worship.svg │ │ │ │ │ ├── plane-arrival.svg │ │ │ │ │ ├── plane-departure.svg │ │ │ │ │ ├── plane.svg │ │ │ │ │ ├── play-circle.svg │ │ │ │ │ ├── play.svg │ │ │ │ │ ├── plug.svg │ │ │ │ │ ├── plus-circle.svg │ │ │ │ │ ├── plus-square.svg │ │ │ │ │ ├── plus.svg │ │ │ │ │ ├── podcast.svg │ │ │ │ │ ├── poll-h.svg │ │ │ │ │ ├── poll.svg │ │ │ │ │ ├── poo-storm.svg │ │ │ │ │ ├── poo.svg │ │ │ │ │ ├── poop.svg │ │ │ │ │ ├── portrait.svg │ │ │ │ │ ├── pound-sign.svg │ │ │ │ │ ├── power-off.svg │ │ │ │ │ ├── pray.svg │ │ │ │ │ ├── praying-hands.svg │ │ │ │ │ ├── prescription-bottle-alt.svg │ │ │ │ │ ├── prescription-bottle.svg │ │ │ │ │ ├── prescription.svg │ │ │ │ │ ├── print.svg │ │ │ │ │ ├── procedures.svg │ │ │ │ │ ├── project-diagram.svg │ │ │ │ │ ├── puzzle-piece.svg │ │ │ │ │ ├── qrcode.svg │ │ │ │ │ ├── question-circle.svg │ │ │ │ │ ├── question.svg │ │ │ │ │ ├── quidditch.svg │ │ │ │ │ ├── quote-left.svg │ │ │ │ │ ├── quote-right.svg │ │ │ │ │ ├── quran.svg │ │ │ │ │ ├── radiation-alt.svg │ │ │ │ │ ├── radiation.svg │ │ │ │ │ ├── rainbow.svg │ │ │ │ │ ├── random.svg │ │ │ │ │ ├── receipt.svg │ │ │ │ │ ├── recycle.svg │ │ │ │ │ ├── redo-alt.svg │ │ │ │ │ ├── redo.svg │ │ │ │ │ ├── registered.svg │ │ │ │ │ ├── remove-format.svg │ │ │ │ │ ├── reply-all.svg │ │ │ │ │ ├── reply.svg │ │ │ │ │ ├── republican.svg │ │ │ │ │ ├── restroom.svg │ │ │ │ │ ├── retweet.svg │ │ │ │ │ ├── ribbon.svg │ │ │ │ │ ├── ring.svg │ │ │ │ │ ├── road.svg │ │ │ │ │ ├── robot.svg │ │ │ │ │ ├── rocket.svg │ │ │ │ │ ├── route.svg │ │ │ │ │ ├── rss-square.svg │ │ │ │ │ ├── rss.svg │ │ │ │ │ ├── ruble-sign.svg │ │ │ │ │ ├── ruler-combined.svg │ │ │ │ │ ├── ruler-horizontal.svg │ │ │ │ │ ├── ruler-vertical.svg │ │ │ │ │ ├── ruler.svg │ │ │ │ │ ├── running.svg │ │ │ │ │ ├── rupee-sign.svg │ │ │ │ │ ├── sad-cry.svg │ │ │ │ │ ├── sad-tear.svg │ │ │ │ │ ├── satellite-dish.svg │ │ │ │ │ ├── satellite.svg │ │ │ │ │ ├── save.svg │ │ │ │ │ ├── school.svg │ │ │ │ │ ├── screwdriver.svg │ │ │ │ │ ├── scroll.svg │ │ │ │ │ ├── sd-card.svg │ │ │ │ │ ├── search-dollar.svg │ │ │ │ │ ├── search-location.svg │ │ │ │ │ ├── search-minus.svg │ │ │ │ │ ├── search-plus.svg │ │ │ │ │ ├── search.svg │ │ │ │ │ ├── seedling.svg │ │ │ │ │ ├── server.svg │ │ │ │ │ ├── shapes.svg │ │ │ │ │ ├── share-alt-square.svg │ │ │ │ │ ├── share-alt.svg │ │ │ │ │ ├── share-square.svg │ │ │ │ │ ├── share.svg │ │ │ │ │ ├── shekel-sign.svg │ │ │ │ │ ├── shield-alt.svg │ │ │ │ │ ├── ship.svg │ │ │ │ │ ├── shipping-fast.svg │ │ │ │ │ ├── shoe-prints.svg │ │ │ │ │ ├── shopping-bag.svg │ │ │ │ │ ├── shopping-basket.svg │ │ │ │ │ ├── shopping-cart.svg │ │ │ │ │ ├── shower.svg │ │ │ │ │ ├── shuttle-van.svg │ │ │ │ │ ├── sign-in-alt.svg │ │ │ │ │ ├── sign-language.svg │ │ │ │ │ ├── sign-out-alt.svg │ │ │ │ │ ├── sign.svg │ │ │ │ │ ├── signal.svg │ │ │ │ │ ├── signature.svg │ │ │ │ │ ├── sim-card.svg │ │ │ │ │ ├── sitemap.svg │ │ │ │ │ ├── skating.svg │ │ │ │ │ ├── skiing-nordic.svg │ │ │ │ │ ├── skiing.svg │ │ │ │ │ ├── skull-crossbones.svg │ │ │ │ │ ├── skull.svg │ │ │ │ │ ├── slash.svg │ │ │ │ │ ├── sleigh.svg │ │ │ │ │ ├── sliders-h.svg │ │ │ │ │ ├── smile-beam.svg │ │ │ │ │ ├── smile-wink.svg │ │ │ │ │ ├── smile.svg │ │ │ │ │ ├── smog.svg │ │ │ │ │ ├── smoking-ban.svg │ │ │ │ │ ├── smoking.svg │ │ │ │ │ ├── sms.svg │ │ │ │ │ ├── snowboarding.svg │ │ │ │ │ ├── snowflake.svg │ │ │ │ │ ├── snowman.svg │ │ │ │ │ ├── snowplow.svg │ │ │ │ │ ├── socks.svg │ │ │ │ │ ├── solar-panel.svg │ │ │ │ │ ├── sort-alpha-down-alt.svg │ │ │ │ │ ├── sort-alpha-down.svg │ │ │ │ │ ├── sort-alpha-up-alt.svg │ │ │ │ │ ├── sort-alpha-up.svg │ │ │ │ │ ├── sort-amount-down-alt.svg │ │ │ │ │ ├── sort-amount-down.svg │ │ │ │ │ ├── sort-amount-up-alt.svg │ │ │ │ │ ├── sort-amount-up.svg │ │ │ │ │ ├── sort-down.svg │ │ │ │ │ ├── sort-numeric-down-alt.svg │ │ │ │ │ ├── sort-numeric-down.svg │ │ │ │ │ ├── sort-numeric-up-alt.svg │ │ │ │ │ ├── sort-numeric-up.svg │ │ │ │ │ ├── sort-up.svg │ │ │ │ │ ├── sort.svg │ │ │ │ │ ├── spa.svg │ │ │ │ │ ├── space-shuttle.svg │ │ │ │ │ ├── spell-check.svg │ │ │ │ │ ├── spider.svg │ │ │ │ │ ├── spinner.svg │ │ │ │ │ ├── splotch.svg │ │ │ │ │ ├── spray-can.svg │ │ │ │ │ ├── square-full.svg │ │ │ │ │ ├── square-root-alt.svg │ │ │ │ │ ├── square.svg │ │ │ │ │ ├── stamp.svg │ │ │ │ │ ├── star-and-crescent.svg │ │ │ │ │ ├── star-half-alt.svg │ │ │ │ │ ├── star-half.svg │ │ │ │ │ ├── star-of-david.svg │ │ │ │ │ ├── star-of-life.svg │ │ │ │ │ ├── star.svg │ │ │ │ │ ├── step-backward.svg │ │ │ │ │ ├── step-forward.svg │ │ │ │ │ ├── stethoscope.svg │ │ │ │ │ ├── sticky-note.svg │ │ │ │ │ ├── stop-circle.svg │ │ │ │ │ ├── stop.svg │ │ │ │ │ ├── stopwatch.svg │ │ │ │ │ ├── store-alt.svg │ │ │ │ │ ├── store.svg │ │ │ │ │ ├── stream.svg │ │ │ │ │ ├── street-view.svg │ │ │ │ │ ├── strikethrough.svg │ │ │ │ │ ├── stroopwafel.svg │ │ │ │ │ ├── subscript.svg │ │ │ │ │ ├── subway.svg │ │ │ │ │ ├── suitcase-rolling.svg │ │ │ │ │ ├── suitcase.svg │ │ │ │ │ ├── sun.svg │ │ │ │ │ ├── superscript.svg │ │ │ │ │ ├── surprise.svg │ │ │ │ │ ├── swatchbook.svg │ │ │ │ │ ├── swimmer.svg │ │ │ │ │ ├── swimming-pool.svg │ │ │ │ │ ├── synagogue.svg │ │ │ │ │ ├── sync-alt.svg │ │ │ │ │ ├── sync.svg │ │ │ │ │ ├── syringe.svg │ │ │ │ │ ├── table-tennis.svg │ │ │ │ │ ├── table.svg │ │ │ │ │ ├── tablet-alt.svg │ │ │ │ │ ├── tablet.svg │ │ │ │ │ ├── tablets.svg │ │ │ │ │ ├── tachometer-alt.svg │ │ │ │ │ ├── tag.svg │ │ │ │ │ ├── tags.svg │ │ │ │ │ ├── tape.svg │ │ │ │ │ ├── tasks.svg │ │ │ │ │ ├── taxi.svg │ │ │ │ │ ├── teeth-open.svg │ │ │ │ │ ├── teeth.svg │ │ │ │ │ ├── temperature-high.svg │ │ │ │ │ ├── temperature-low.svg │ │ │ │ │ ├── tenge.svg │ │ │ │ │ ├── terminal.svg │ │ │ │ │ ├── text-height.svg │ │ │ │ │ ├── text-width.svg │ │ │ │ │ ├── th-large.svg │ │ │ │ │ ├── th-list.svg │ │ │ │ │ ├── th.svg │ │ │ │ │ ├── theater-masks.svg │ │ │ │ │ ├── thermometer-empty.svg │ │ │ │ │ ├── thermometer-full.svg │ │ │ │ │ ├── thermometer-half.svg │ │ │ │ │ ├── thermometer-quarter.svg │ │ │ │ │ ├── thermometer-three-quarters.svg │ │ │ │ │ ├── thermometer.svg │ │ │ │ │ ├── thumbs-down.svg │ │ │ │ │ ├── thumbs-up.svg │ │ │ │ │ ├── thumbtack.svg │ │ │ │ │ ├── ticket-alt.svg │ │ │ │ │ ├── times-circle.svg │ │ │ │ │ ├── times.svg │ │ │ │ │ ├── tint-slash.svg │ │ │ │ │ ├── tint.svg │ │ │ │ │ ├── tired.svg │ │ │ │ │ ├── toggle-off.svg │ │ │ │ │ ├── toggle-on.svg │ │ │ │ │ ├── toilet-paper.svg │ │ │ │ │ ├── toilet.svg │ │ │ │ │ ├── toolbox.svg │ │ │ │ │ ├── tools.svg │ │ │ │ │ ├── tooth.svg │ │ │ │ │ ├── torah.svg │ │ │ │ │ ├── torii-gate.svg │ │ │ │ │ ├── tractor.svg │ │ │ │ │ ├── trademark.svg │ │ │ │ │ ├── traffic-light.svg │ │ │ │ │ ├── train.svg │ │ │ │ │ ├── tram.svg │ │ │ │ │ ├── transgender-alt.svg │ │ │ │ │ ├── transgender.svg │ │ │ │ │ ├── trash-alt.svg │ │ │ │ │ ├── trash-restore-alt.svg │ │ │ │ │ ├── trash-restore.svg │ │ │ │ │ ├── trash.svg │ │ │ │ │ ├── tree.svg │ │ │ │ │ ├── trophy.svg │ │ │ │ │ ├── truck-loading.svg │ │ │ │ │ ├── truck-monster.svg │ │ │ │ │ ├── truck-moving.svg │ │ │ │ │ ├── truck-pickup.svg │ │ │ │ │ ├── truck.svg │ │ │ │ │ ├── tshirt.svg │ │ │ │ │ ├── tty.svg │ │ │ │ │ ├── tv.svg │ │ │ │ │ ├── umbrella-beach.svg │ │ │ │ │ ├── umbrella.svg │ │ │ │ │ ├── underline.svg │ │ │ │ │ ├── undo-alt.svg │ │ │ │ │ ├── undo.svg │ │ │ │ │ ├── universal-access.svg │ │ │ │ │ ├── university.svg │ │ │ │ │ ├── unlink.svg │ │ │ │ │ ├── unlock-alt.svg │ │ │ │ │ ├── unlock.svg │ │ │ │ │ ├── upload.svg │ │ │ │ │ ├── user-alt-slash.svg │ │ │ │ │ ├── user-alt.svg │ │ │ │ │ ├── user-astronaut.svg │ │ │ │ │ ├── user-check.svg │ │ │ │ │ ├── user-circle.svg │ │ │ │ │ ├── user-clock.svg │ │ │ │ │ ├── user-cog.svg │ │ │ │ │ ├── user-edit.svg │ │ │ │ │ ├── user-friends.svg │ │ │ │ │ ├── user-graduate.svg │ │ │ │ │ ├── user-injured.svg │ │ │ │ │ ├── user-lock.svg │ │ │ │ │ ├── user-md.svg │ │ │ │ │ ├── user-minus.svg │ │ │ │ │ ├── user-ninja.svg │ │ │ │ │ ├── user-nurse.svg │ │ │ │ │ ├── user-plus.svg │ │ │ │ │ ├── user-secret.svg │ │ │ │ │ ├── user-shield.svg │ │ │ │ │ ├── user-slash.svg │ │ │ │ │ ├── user-tag.svg │ │ │ │ │ ├── user-tie.svg │ │ │ │ │ ├── user-times.svg │ │ │ │ │ ├── user.svg │ │ │ │ │ ├── users-cog.svg │ │ │ │ │ ├── users.svg │ │ │ │ │ ├── utensil-spoon.svg │ │ │ │ │ ├── utensils.svg │ │ │ │ │ ├── vector-square.svg │ │ │ │ │ ├── venus-double.svg │ │ │ │ │ ├── venus-mars.svg │ │ │ │ │ ├── venus.svg │ │ │ │ │ ├── vial.svg │ │ │ │ │ ├── vials.svg │ │ │ │ │ ├── video-slash.svg │ │ │ │ │ ├── video.svg │ │ │ │ │ ├── vihara.svg │ │ │ │ │ ├── voicemail.svg │ │ │ │ │ ├── volleyball-ball.svg │ │ │ │ │ ├── volume-down.svg │ │ │ │ │ ├── volume-mute.svg │ │ │ │ │ ├── volume-off.svg │ │ │ │ │ ├── volume-up.svg │ │ │ │ │ ├── vote-yea.svg │ │ │ │ │ ├── vr-cardboard.svg │ │ │ │ │ ├── walking.svg │ │ │ │ │ ├── wallet.svg │ │ │ │ │ ├── warehouse.svg │ │ │ │ │ ├── water.svg │ │ │ │ │ ├── wave-square.svg │ │ │ │ │ ├── weight-hanging.svg │ │ │ │ │ ├── weight.svg │ │ │ │ │ ├── wheelchair.svg │ │ │ │ │ ├── wifi.svg │ │ │ │ │ ├── wind.svg │ │ │ │ │ ├── window-close.svg │ │ │ │ │ ├── window-maximize.svg │ │ │ │ │ ├── window-minimize.svg │ │ │ │ │ ├── window-restore.svg │ │ │ │ │ ├── wine-bottle.svg │ │ │ │ │ ├── wine-glass-alt.svg │ │ │ │ │ ├── wine-glass.svg │ │ │ │ │ ├── won-sign.svg │ │ │ │ │ ├── wrench.svg │ │ │ │ │ ├── x-ray.svg │ │ │ │ │ ├── yen-sign.svg │ │ │ │ │ └── yin-yang.svg │ │ │ └── webfonts │ │ │ │ ├── fa-brands-400.eot │ │ │ │ ├── fa-brands-400.svg │ │ │ │ ├── fa-brands-400.ttf │ │ │ │ ├── fa-brands-400.woff │ │ │ │ ├── fa-brands-400.woff2 │ │ │ │ ├── fa-regular-400.eot │ │ │ │ ├── fa-regular-400.svg │ │ │ │ ├── fa-regular-400.ttf │ │ │ │ ├── fa-regular-400.woff │ │ │ │ ├── fa-regular-400.woff2 │ │ │ │ ├── fa-solid-900.eot │ │ │ │ ├── fa-solid-900.svg │ │ │ │ ├── fa-solid-900.ttf │ │ │ │ ├── fa-solid-900.woff │ │ │ │ └── fa-solid-900.woff2 │ │ │ ├── jquery │ │ │ ├── jquery.js │ │ │ ├── jquery.min.js │ │ │ ├── jquery.min.map │ │ │ ├── jquery.slim.js │ │ │ ├── jquery.slim.min.js │ │ │ └── jquery.slim.min.map │ │ │ └── startbootstrap-clean-blog │ │ │ ├── js │ │ │ ├── clean-blog.min.js │ │ │ └── jqBootstrapValidation.js │ │ │ └── scss │ │ │ ├── _bootstrap-overrides.scss │ │ │ ├── _contact.scss │ │ │ ├── _footer.scss │ │ │ ├── _global.scss │ │ │ ├── _masthead.scss │ │ │ ├── _mixins.scss │ │ │ ├── _navbar.scss │ │ │ ├── _post.scss │ │ │ ├── _variables.scss │ │ │ └── clean-blog.scss │ ├── contact.html │ ├── get_started.html │ ├── gulpfile.js │ ├── img │ │ ├── carla_header.png │ │ └── posts │ │ │ └── .DS_Store │ ├── index.html │ ├── jekyll-theme-clean-blog.gemspec │ ├── leaderboard.html │ ├── posts │ │ └── index.html │ └── submit.html ├── leaderboard │ ├── __init__.py │ ├── autoagents │ │ ├── __init__.py │ │ ├── agent_wrapper.py │ │ ├── autonomous_agent.py │ │ ├── dummy_agent.py │ │ ├── human_agent.py │ │ ├── human_agent_config.txt │ │ ├── npc_agent.py │ │ └── ros_agent.py │ ├── envs │ │ ├── __init__.py │ │ ├── instruction_dict.json │ │ └── sensor_interface.py │ ├── leaderboard_evaluator.py │ ├── scenarios │ │ ├── __init__.py │ │ ├── background_activity.py │ │ ├── master_scenario.py │ │ ├── route_scenario.py │ │ ├── scenario_manager.py │ │ └── scenarioatomics │ │ │ ├── __init__.py │ │ │ └── atomic_criteria.py │ └── utils │ │ ├── __init__.py │ │ ├── checkpoint_tools.py │ │ ├── result_writer.py │ │ ├── route_indexer.py │ │ ├── route_manipulation.py │ │ ├── route_parser.py │ │ └── statistics_manager.py ├── requirements.txt ├── scripts │ ├── Dockerfile.master │ ├── code_check_and_formatting.sh │ ├── eval.sh │ ├── make_docker.sh │ ├── pretty_print_json.py │ ├── run_evaluation.sh │ └── set_new_scenarios.py └── team_code │ ├── auto_pilot.py │ ├── base_agent.py │ ├── controller.py │ ├── lmdriver_agent.py │ ├── lmdriver_config.py │ ├── map_agent.py │ ├── pid_controller.py │ ├── planner.py │ └── utils.py ├── results └── .gitkeep ├── scenario_runner ├── .pylintrc ├── .readthedocs.yml ├── .travis.yml ├── CARLA_VER ├── Dockerfile ├── Docs │ ├── CHANGELOG.md │ ├── CODE_OF_CONDUCT.md │ ├── CONTRIBUTING.md │ ├── FAQ.md │ ├── agent_evaluation.md │ ├── coding_standard.md │ ├── creating_new_scenario.md │ ├── extra.css │ ├── getting_scenariorunner.md │ ├── getting_started.md │ ├── img │ │ ├── OSC_catalogs.png │ │ ├── OSC_entities_1.png │ │ ├── OSC_entities_2.png │ │ ├── OSC_main.png │ │ ├── OSC_params.png │ │ ├── OSC_roadnetwork.png │ │ ├── OSC_storyboard.png │ │ ├── OSC_storyboard_endconditions.png │ │ ├── OSC_storyboard_event.png │ │ ├── OSC_storyboard_init_1.png │ │ ├── OSC_storyboard_init_2.png │ │ ├── OSC_storyboard_story.png │ │ ├── metrics_example.jpg │ │ ├── metrics_example.png │ │ └── scenario_runner_video.png │ ├── index.md │ ├── list_of_scenarios.md │ ├── metrics_module.md │ ├── openscenario_support.md │ ├── requirements.txt │ └── ros_agent.md ├── Jenkinsfile ├── LICENSE ├── README.md ├── manual_control.py ├── metrics_manager.py ├── mkdocs.yml ├── no_rendering_mode.py ├── requirements.txt ├── scenario_runner.py └── srunner │ ├── __init__.py │ ├── autoagents │ ├── __init__.py │ ├── agent_wrapper.py │ ├── autonomous_agent.py │ ├── dummy_agent.py │ ├── human_agent.py │ ├── npc_agent.py │ ├── ros_agent.py │ └── sensor_interface.py │ ├── examples │ ├── CatalogExample.xosc │ ├── ChangeLane.xml │ ├── ChangingWeather.xosc │ ├── ControlLoss.xml │ ├── CutIn.xml │ ├── CyclistCrossing.xosc │ ├── FollowLeadingVehicle.xml │ ├── FollowLeadingVehicle.xosc │ ├── FreeRide.xml │ ├── LaneChangeSimple.xosc │ ├── LeadingVehicle.xml │ ├── NoSignalJunction.xml │ ├── ObjectCrossing.xml │ ├── OppositeDirection.xml │ ├── OscControllerExample.xosc │ ├── PedestrianCrossingFront.xosc │ ├── RunningRedLight.xml │ ├── SignalizedJunctionLeftTurn.xml │ ├── SignalizedJunctionRightTurn.xml │ ├── VehicleTurning.xml │ └── catalogs │ │ ├── ControllerCatalog.xosc │ │ ├── EnvironmentCatalog.xosc │ │ ├── ManeuverCatalog.xosc │ │ ├── MiscObjectCatalog.xosc │ │ ├── PedestrianCatalog.xosc │ │ └── VehicleCatalog.xosc │ ├── metrics │ ├── examples │ │ ├── basic_metric.py │ │ ├── criteria_filter.py │ │ ├── distance_between_vehicles.py │ │ └── distance_to_lane_center.py │ └── tools │ │ ├── metrics_log.py │ │ └── metrics_parser.py │ ├── openscenario │ ├── 0.9.x │ │ ├── OpenSCENARIO_Catalog.xsd │ │ ├── OpenSCENARIO_TypeDefs.xsd │ │ ├── OpenSCENARIO_v0.9.1.xsd │ │ └── migration0_9_1to1_0.xslt │ └── OpenSCENARIO.xsd │ ├── scenarioconfigs │ ├── __init__.py │ ├── openscenario_configuration.py │ ├── route_scenario_configuration.py │ └── scenario_configuration.py │ ├── scenariomanager │ ├── __init__.py │ ├── actorcontrols │ │ ├── __init__.py │ │ ├── actor_control.py │ │ ├── basic_control.py │ │ ├── external_control.py │ │ ├── npc_vehicle_control.py │ │ ├── pedestrian_control.py │ │ ├── simple_vehicle_control.py │ │ └── vehicle_longitudinal_control.py │ ├── carla_data_provider.py │ ├── result_writer.py │ ├── scenario_manager.py │ ├── scenarioatomics │ │ ├── __init__.py │ │ ├── atomic_behaviors.py │ │ ├── atomic_criteria.py │ │ └── atomic_trigger_conditions.py │ ├── timer.py │ ├── traffic_events.py │ ├── watchdog.py │ └── weather_sim.py │ ├── scenarios │ ├── __init__.py │ ├── background_activity.py │ ├── basic_scenario.py │ ├── change_lane.py │ ├── control_loss.py │ ├── cut_in.py │ ├── follow_leading_vehicle.py │ ├── freeride.py │ ├── junction_crossing_route.py │ ├── maneuver_opposite_direction.py │ ├── master_scenario.py │ ├── no_signal_junction_crossing.py │ ├── object_crash_intersection.py │ ├── object_crash_vehicle.py │ ├── open_scenario.py │ ├── opposite_vehicle_taking_priority.py │ ├── other_leading_vehicle.py │ ├── route_scenario.py │ ├── signalized_junction_left_turn.py │ └── signalized_junction_right_turn.py │ ├── tools │ ├── __init__.py │ ├── openscenario_parser.py │ ├── py_trees_port.py │ ├── route_manipulation.py │ ├── route_parser.py │ ├── scenario_helper.py │ └── scenario_parser.py │ └── utilities │ └── code_check_and_formatting.sh ├── setup_carla.sh ├── tools ├── data_parsing │ ├── carla_maps │ │ ├── 01.xodr │ │ ├── 02.xodr │ │ ├── 03.xodr │ │ ├── 04.xodr │ │ ├── 05.xodr │ │ ├── 06.xodr │ │ ├── 07.xodr │ │ └── 10.xodr │ ├── follow_rules.py │ ├── notice_rules.py │ ├── other_rules.py │ ├── parse_instruction.py │ ├── parse_misleading.py │ ├── parse_notice.py │ └── turn_rules.py ├── data_preprocessing │ ├── batch_merge_data.py │ ├── batch_merge_measurements.py │ ├── batch_recollect_data.py │ ├── batch_rm_blocked_data.py │ ├── batch_rm_rgb_data.py │ ├── batch_stat_blocked_data.py │ └── get_list_file.py ├── generate_intersection_routes.py ├── generate_scenarios.py ├── interpolate_route.py └── sample_junctions.py └── vision_encoder ├── LICENSE ├── MANIFEST.in ├── README.md ├── distributed_pretrain.sh ├── docs ├── archived_changes.md ├── changes.md ├── feature_extraction.md ├── index.md ├── javascripts │ └── tables.js ├── models.md ├── models │ ├── .pages │ ├── .templates │ │ ├── code_snippets.md │ │ ├── generate_readmes.py │ │ └── models │ │ │ ├── adversarial-inception-v3.md │ │ │ ├── advprop.md │ │ │ ├── big-transfer.md │ │ │ ├── csp-darknet.md │ │ │ ├── csp-resnet.md │ │ │ ├── csp-resnext.md │ │ │ ├── densenet.md │ │ │ ├── dla.md │ │ │ ├── dpn.md │ │ │ ├── ecaresnet.md │ │ │ ├── efficientnet-pruned.md │ │ │ ├── efficientnet.md │ │ │ ├── ensemble-adversarial.md │ │ │ ├── ese-vovnet.md │ │ │ ├── fbnet.md │ │ │ ├── gloun-inception-v3.md │ │ │ ├── gloun-resnet.md │ │ │ ├── gloun-resnext.md │ │ │ ├── gloun-senet.md │ │ │ ├── gloun-seresnext.md │ │ │ ├── gloun-xception.md │ │ │ ├── hrnet.md │ │ │ ├── ig-resnext.md │ │ │ ├── inception-resnet-v2.md │ │ │ ├── inception-v3.md │ │ │ ├── inception-v4.md │ │ │ ├── legacy-se-resnet.md │ │ │ ├── legacy-se-resnext.md │ │ │ ├── legacy-senet.md │ │ │ ├── mixnet.md │ │ │ ├── mnasnet.md │ │ │ ├── mobilenet-v2.md │ │ │ ├── mobilenet-v3.md │ │ │ ├── nasnet.md │ │ │ ├── noisy-student.md │ │ │ ├── pnasnet.md │ │ │ ├── regnetx.md │ │ │ ├── regnety.md │ │ │ ├── res2net.md │ │ │ ├── res2next.md │ │ │ ├── resnest.md │ │ │ ├── resnet-d.md │ │ │ ├── resnet.md │ │ │ ├── resnext.md │ │ │ ├── rexnet.md │ │ │ ├── se-resnet.md │ │ │ ├── selecsls.md │ │ │ ├── seresnext.md │ │ │ ├── skresnet.md │ │ │ ├── skresnext.md │ │ │ ├── spnasnet.md │ │ │ ├── ssl-resnet.md │ │ │ ├── ssl-resnext.md │ │ │ ├── swsl-resnet.md │ │ │ ├── swsl-resnext.md │ │ │ ├── tf-efficientnet-condconv.md │ │ │ ├── tf-efficientnet-lite.md │ │ │ ├── tf-efficientnet.md │ │ │ ├── tf-inception-v3.md │ │ │ ├── tf-mixnet.md │ │ │ ├── tf-mobilenet-v3.md │ │ │ ├── tresnet.md │ │ │ ├── vision-transformer.md │ │ │ ├── wide-resnet.md │ │ │ └── xception.md │ ├── adversarial-inception-v3.md │ ├── advprop.md │ ├── big-transfer.md │ ├── csp-darknet.md │ ├── csp-resnet.md │ ├── csp-resnext.md │ ├── densenet.md │ ├── dla.md │ ├── dpn.md │ ├── ecaresnet.md │ ├── efficientnet-pruned.md │ ├── efficientnet.md │ ├── ensemble-adversarial.md │ ├── ese-vovnet.md │ ├── fbnet.md │ ├── gloun-inception-v3.md │ ├── gloun-resnet.md │ ├── gloun-resnext.md │ ├── gloun-senet.md │ ├── gloun-seresnext.md │ ├── gloun-xception.md │ ├── hrnet.md │ ├── ig-resnext.md │ ├── inception-resnet-v2.md │ ├── inception-v3.md │ ├── inception-v4.md │ ├── legacy-se-resnet.md │ ├── legacy-se-resnext.md │ ├── legacy-senet.md │ ├── mixnet.md │ ├── mnasnet.md │ ├── mobilenet-v2.md │ ├── mobilenet-v3.md │ ├── nasnet.md │ ├── noisy-student.md │ ├── pnasnet.md │ ├── regnetx.md │ ├── regnety.md │ ├── res2net.md │ ├── res2next.md │ ├── resnest.md │ ├── resnet-d.md │ ├── resnet.md │ ├── resnext.md │ ├── rexnet.md │ ├── se-resnet.md │ ├── selecsls.md │ ├── seresnext.md │ ├── skresnet.md │ ├── skresnext.md │ ├── spnasnet.md │ ├── ssl-resnet.md │ ├── ssl-resnext.md │ ├── swsl-resnet.md │ ├── swsl-resnext.md │ ├── tf-efficientnet-condconv.md │ ├── tf-efficientnet-lite.md │ ├── tf-efficientnet.md │ ├── tf-inception-v3.md │ ├── tf-mixnet.md │ ├── tf-mobilenet-v3.md │ ├── tresnet.md │ ├── vision-transformer.md │ ├── wide-resnet.md │ └── xception.md ├── results.md ├── scripts.md └── training_hparam_examples.md ├── hubconf.py ├── mkdocs.yml ├── model-index.yml ├── render.py ├── requirements-docs.txt ├── requirements-modelindex.txt ├── requirements.txt ├── scripts └── train.sh ├── setup.cfg ├── setup.py ├── timm ├── __init__.py ├── data │ ├── __init__.py │ ├── augmenter.py │ ├── auto_augment.py │ ├── base_io_dataset.py │ ├── carla_dataset.py │ ├── carla_loader.py │ ├── config.py │ ├── constants.py │ ├── dataset.py │ ├── dataset_factory.py │ ├── det_utils.py │ ├── distributed_sampler.py │ ├── heatmap_utils.py │ ├── loader.py │ ├── mixup.py │ ├── parsers │ │ ├── __init__.py │ │ ├── class_map.py │ │ ├── constants.py │ │ ├── parser.py │ │ ├── parser_factory.py │ │ ├── parser_image_folder.py │ │ ├── parser_image_in_tar.py │ │ ├── parser_image_tar.py │ │ └── parser_tfds.py │ ├── random_erasing.py │ ├── real_labels.py │ ├── tf_preprocessing.py │ ├── transforms.py │ ├── transforms_carla_factory.py │ └── transforms_factory.py ├── loss │ ├── __init__.py │ ├── asymmetric_loss.py │ ├── cross_entropy.py │ └── jsd.py ├── models │ ├── .MVT.py.swp │ ├── __init__.py │ ├── attn_modules.py │ ├── byoanet.py │ ├── byobnet.py │ ├── cait.py │ ├── coat.py │ ├── convit.py │ ├── cspnet.py │ ├── densenet.py │ ├── dla.py │ ├── dpn.py │ ├── efficientnet.py │ ├── efficientnet_blocks.py │ ├── efficientnet_builder.py │ ├── factory.py │ ├── features.py │ ├── ghostnet.py │ ├── gluon_resnet.py │ ├── gluon_xception.py │ ├── hardcorenas.py │ ├── helpers.py │ ├── hrnet.py │ ├── hub.py │ ├── inception_resnet_v2.py │ ├── inception_v3.py │ ├── inception_v4.py │ ├── interfuser.py │ ├── layers │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── activations_jit.py │ │ ├── activations_me.py │ │ ├── adaptive_avgmax_pool.py │ │ ├── blur_pool.py │ │ ├── bottleneck_attn.py │ │ ├── cbam.py │ │ ├── classifier.py │ │ ├── cond_conv2d.py │ │ ├── config.py │ │ ├── conv2d_same.py │ │ ├── conv_bn_act.py │ │ ├── create_act.py │ │ ├── create_attn.py │ │ ├── create_conv2d.py │ │ ├── create_norm_act.py │ │ ├── drop.py │ │ ├── eca.py │ │ ├── evo_norm.py │ │ ├── gather_excite.py │ │ ├── global_context.py │ │ ├── halo_attn.py │ │ ├── helpers.py │ │ ├── inplace_abn.py │ │ ├── involution.py │ │ ├── lambda_layer.py │ │ ├── linear.py │ │ ├── median_pool.py │ │ ├── mixed_conv2d.py │ │ ├── mlp.py │ │ ├── non_local_attn.py │ │ ├── norm.py │ │ ├── norm_act.py │ │ ├── padding.py │ │ ├── patch_embed.py │ │ ├── pool2d_same.py │ │ ├── selective_kernel.py │ │ ├── separable_conv.py │ │ ├── space_to_depth.py │ │ ├── split_attn.py │ │ ├── split_batchnorm.py │ │ ├── squeeze_excite.py │ │ ├── std_conv.py │ │ ├── swin_attn.py │ │ ├── test_time_pool.py │ │ └── weight_init.py │ ├── levit.py │ ├── memfuser.py │ ├── mlp_mixer.py │ ├── mobilenetv3.py │ ├── nasnet.py │ ├── nest.py │ ├── nfnet.py │ ├── pit.py │ ├── pnasnet.py │ ├── pointpillar.py │ ├── pruned │ │ ├── ecaresnet101d_pruned.txt │ │ ├── ecaresnet50d_pruned.txt │ │ ├── efficientnet_b1_pruned.txt │ │ ├── efficientnet_b2_pruned.txt │ │ └── efficientnet_b3_pruned.txt │ ├── registry.py │ ├── regnet.py │ ├── res2net.py │ ├── resnest.py │ ├── resnet.py │ ├── resnetv2.py │ ├── rexnet.py │ ├── selecsls.py │ ├── senet.py │ ├── sknet.py │ ├── swin_transformer.py │ ├── tnt.py │ ├── tresnet.py │ ├── twins.py │ ├── vgg.py │ ├── visformer.py │ ├── vision_transformer.py │ ├── vision_transformer_hybrid.py │ ├── vovnet.py │ ├── xception.py │ ├── xception_aligned.py │ └── xcit.py ├── optim │ ├── __init__.py │ ├── adabelief.py │ ├── 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