├── LICENSE ├── MANIFEST.in ├── README.md ├── avg_checkpoints.py ├── clean_checkpoint.py ├── convert └── convert_from_mxnet.py ├── distributed_train.sh ├── docs ├── archived_changes.md ├── changes.md ├── feature_extraction.md ├── index.md ├── javascripts │ └── tables.js ├── models.md ├── results.md ├── scripts.md └── training_hparam_examples.md ├── fashion-product-images ├── all.csv ├── images │ └── 1163.jpg ├── test.csv ├── train.csv └── val.csv ├── hubconf.py ├── inference.py ├── mkdocs.yml ├── notebooks ├── EffResNetComparison.ipynb └── GeneralizationToImageNetV2.ipynb ├── requirements-docs.txt ├── requirements-sotabench.txt ├── requirements.txt ├── results ├── README.md ├── generate_csv_results.py ├── imagenet21k_goog_synsets.txt ├── imagenet_a_indices.txt ├── imagenet_a_synsets.txt ├── imagenet_r_indices.txt ├── imagenet_r_synsets.txt ├── imagenet_real_labels.json ├── imagenet_synsets.txt ├── results-imagenet-a-clean.csv ├── results-imagenet-a.csv ├── results-imagenet-r-clean.csv ├── results-imagenet-r.csv ├── results-imagenet-real.csv ├── results-imagenet.csv ├── results-imagenetv2-matched-frequency.csv └── results-sketch.csv ├── setup.cfg ├── setup.py ├── sotabench.py ├── sotabench_setup.sh ├── tests ├── __init__.py ├── test_layers.py └── test_models.py ├── timm ├── __init__.py ├── data │ ├── __init__.py │ ├── __init__original_version_by_ross.py │ ├── auto_augment.py │ ├── config.py │ ├── constants.py │ ├── dataset.py │ ├── dataset_factory.py │ ├── dataset_original_version_by_ross.py │ ├── distributed_sampler.py │ ├── loader.py │ ├── loader_original_version_by_ross.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_factory.py ├── loss │ ├── __init__.py │ ├── asymmetric_loss.py │ ├── cross_entropy.py │ └── jsd.py ├── models │ ├── __init__.py │ ├── __init__original_version_by_ross.py │ ├── byobnet.py │ ├── cspnet.py │ ├── densenet.py │ ├── dla.py │ ├── dpn.py │ ├── efficientnet.py │ ├── efficientnet_blocks.py │ ├── efficientnet_builder.py │ ├── efficientnet_original_version_by_ross.py │ ├── factory.py │ ├── features.py │ ├── gluon_resnet.py │ ├── gluon_xception.py │ ├── helpers.py │ ├── hrnet.py │ ├── inception_resnet_v2.py │ ├── inception_v3.py │ ├── inception_v4.py │ ├── layers │ │ ├── __init__.py │ │ ├── activations.py │ │ ├── activations_jit.py │ │ ├── activations_me.py │ │ ├── adaptive_avgmax_pool.py │ │ ├── anti_aliasing.py │ │ ├── blur_pool.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 │ │ ├── helpers.py │ │ ├── inplace_abn.py │ │ ├── linear.py │ │ ├── median_pool.py │ │ ├── mixed_conv2d.py │ │ ├── norm_act.py │ │ ├── padding.py │ │ ├── pool2d_same.py │ │ ├── se.py │ │ ├── selective_kernel.py │ │ ├── separable_conv.py │ │ ├── space_to_depth.py │ │ ├── split_attn.py │ │ ├── split_batchnorm.py │ │ ├── std_conv.py │ │ ├── test_time_pool.py │ │ └── weight_init.py │ ├── mobilenetv3.py │ ├── multi_label_model.py │ ├── nasnet.py │ ├── nfnet.py │ ├── pnasnet.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 │ ├── tresnet.py │ ├── vgg.py │ ├── vision_transformer.py │ ├── vovnet.py │ ├── xception.py │ └── xception_aligned.py ├── optim │ ├── __init__.py │ ├── adafactor.py │ ├── adahessian.py │ ├── adamp.py │ ├── adamp_original_version_by_ross.py │ ├── adamw.py │ ├── centralization.py │ ├── lookahead.py │ ├── nadam.py │ ├── novograd.py │ ├── nvnovograd.py │ ├── optim_factory.py │ ├── optim_factory_original_version_by_ross.py │ ├── radam.py │ ├── rmsprop_tf.py │ └── sgdp.py ├── scheduler │ ├── __init__.py │ ├── cosine_lr.py │ ├── plateau_lr.py │ ├── scheduler.py │ ├── scheduler_factory.py │ ├── step_lr.py │ └── tanh_lr.py ├── utils │ ├── __init__.py │ ├── agc.py │ ├── checkpoint_saver.py │ ├── clip_grad.py │ ├── cuda.py │ ├── distributed.py │ ├── jit.py │ ├── log.py │ ├── metrics.py │ ├── misc.py │ ├── model.py │ ├── model_ema.py │ ├── summary.py │ └── summary_original_version_by_ross.py └── version.py ├── train.py ├── train_original_version_by_ross.py ├── validate.py └── validate_original_version_by_ross.py /LICENSE: -------------------------------------------------------------------------------- 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