File tree

• cifar
  • CIFAR10.py
  • README.md
  • RF.py
  • logger.py
  • main.py
  • models
    • __init__.py
    • simplenet.py
  • snapshots/simplenetv1
    • CIFAR100_77.83
      • checkpoint_180_2018-05-02_23-51-53.pth.tar
      • log_seed_8593_2018-05-02_23-51-53.txt
      • model_best_2018-05-02_23-51-53.pth.tar
      • plot_simplenet_cifar100_2018-12-25_06-02-38.png
      • simplenet_cifar100_2018-12-25_06-02-38.txt
      • training_plot_8593_2018-05-02_23-51-53.png
    • CIFAR100
      • 77.83_(before_fixing_init_bug)
        • log_seed_8593_2018-05-02_23-51-53.txt
        • model_best_2018-05-02_23-51-53.pth.tar
        • training_plot_8593_2018-05-02_23-51-53.png
      • 78.37
        • best_chkpt_simplenet_cifar100_2018-12-25_06-02-38.pth.tar
        • plot_simplenet_cifar100_2018-12-25_06-02-38.png
        • simplenet_cifar100_2018-12-25_06-02-38.txt
    • CIFAR10
      • 95.32(before_fixing__init_bug)
        • Untitled Document
        • checkpoint_180_2018-05-04_18-30-13.pth.tar
        • log_seed_5636_2018-05-04_18-30-13.txt
        • model_best_2018-05-04_18-30-13.pth.tar
        • training_plot_5636_2018-05-04_18-30-13.png
      • 95.51
        • best_chkpt_simplenet_cifar10_2018-12-25_00-34-57.pth.tar
        • plot_simplenet_cifar10_2018-12-25_00-34-57.png
        • simplenet_cifar10_2018-12-25_00-34-57.txt
      • Untitled Document
      • checkpoint_180_2018-05-04_18-30-13.pth.tar
      • log_seed_5636_2018-05-04_18-30-13.txt
      • model_best_2018-05-04_18-30-13.pth.tar
      • plot_simplenet_cifar10_2018-12-25_00-34-57.png
      • simplenet_cifar10_2018-12-25_00-34-57.txt
      • training_plot_5636_2018-05-04_18-30-13.png
  • utils.py
• hubconf.py
• imagenet
  • README.md
  • simplenet.py
  • training_scripts/imagenet_training
    • LICENSE
    • MANIFEST.in
    • README.md
    • avg_checkpoints.py
    • benchmark.py
    • classification_test.py
    • clean_checkpoint.py
    • convert_to_onnx.py
    • convert
      • convert_from_mxnet.py
      • convert_nest_flax.py
    • distributed_train.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
    • getplayer-linux.1
    • getplayer-linux
    • hubconf.py
    • img_test_transformed.jpg
    • inference.py
    • misc_files
      • cat.jpg
      • dog.jpg
      • imagenet_classes.txt
    • mkdocs.yml
    • model-index.yml
    • model_list.txt
    • model_list_normal.txt
    • model_list_normal_known.txt
    • model_list_small.txt
    • requirements-docs.txt
    • requirements-modelindex.txt
    • requirements.txt
    • results
      • README.md
      • add_acc_to_benchmarks.py
      • bench_infer_GTX1080_fp32_normal_known_t1.11_NCHW_acc.csv
      • bench_infer_GTX1080_fp32_normal_known_t1.11_NCHW_amp_acc.csv
      • bench_infer_GTX1080_fp32_normal_known_t1.11_NHWC_acc.csv
      • bench_infer_GTX1080_fp32_normal_known_t1.11_NHWC_amp_acc.csv
      • bench_infer_GTX1080_fp32_normal_t1.11_NCHW_acc.csv
      • bench_infer_GTX1080_fp32_normal_t1.11_NCHW_amp_acc.csv
      • bench_infer_GTX1080_fp32_normal_t1.11_NHWC_acc.csv
      • bench_infer_GTX1080_fp32_normal_t1.11_NHWC_amp_acc.csv
      • bench_infer_GTX1080_fp32_small_t1.11_NCHW_acc.csv
      • bench_infer_GTX1080_fp32_small_t1.11_NCHW_amp_acc.csv
      • bench_infer_GTX1080_fp32_small_t1.11_NHWC_acc.csv
      • bench_infer_GTX1080_fp32_small_t1.11_NHWC_amp_acc.csv
      • 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
      • model_metadata-in1k.csv
      • 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
    • run_benchmark.sh
    • setup.cfg
    • setup.py
    • tests
      • __init__.py
      • test_layers.py
      • test_models.py
      • test_optim.py
      • test_utils.py
    • timm
      • __init__.py
      • data
        • __init__.py
        • auto_augment.py
        • config.py
        • constants.py
        • dataset.py
        • dataset_factory.py
        • distributed_sampler.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_factory.py
      • loss
        • __init__.py
        • asymmetric_loss.py
        • binary_cross_entropy.py
        • cross_entropy.py
        • jsd.py
      • models
        • __init__.py
        • beit.py
        • byoanet.py
        • byobnet.py
        • cait.py
        • coat.py
        • convit.py
        • convmixer.py
        • convnext.py
        • crossvit.py
        • cspnet.py
        • deit.py
        • densenet.py
        • dla.py
        • dpn.py
        • efficientnet.py
        • efficientnet_blocks.py
        • efficientnet_builder.py
        • factory.py
        • features.py
        • fx_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
        • layers
          • __init__.py
          • activations.py
          • activations_jit.py
          • activations_me.py
          • adaptive_avgmax_pool.py
          • attention_pool2d.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
          • filter_response_norm.py
          • gather_excite.py
          • global_context.py
          • halo_attn.py
          • helpers.py
          • inplace_abn.py
          • lambda_layer.py
          • linear.py
          • median_pool.py
          • mixed_conv2d.py
          • ml_decoder.py
          • mlp.py
          • non_local_attn.py
          • norm.py
          • norm_act.py
          • padding.py
          • patch_embed.py
          • pool2d_same.py
          • pos_embed.py
          • selective_kernel.py
          • separable_conv.py
          • space_to_depth.py
          • split_attn.py
          • split_batchnorm.py
          • squeeze_excite.py
          • std_conv.py
          • test_time_pool.py
          • trace_utils.py
          • weight_init.py
        • levit.py
        • mlp_mixer.py
        • mobilenetv3.py
        • mobilevit.py
        • nasnet.py
        • nest.py
        • nfnet.py
        • pit.py
        • pnasnet.py
        • poolformer.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
        • sequencer.py
        • simplenet.py
        • sknet.py
        • swin_transformer.py
        • swin_transformer_v2_cr.py
        • tnt.py
        • tresnet.py
        • twins.py
        • vgg.py
        • visformer.py
        • vision_transformer.py
        • vision_transformer_hybrid.py
        • vision_transformer_relpos.py
        • volo.py
        • vovnet.py
        • xception.py
        • xception_aligned.py
        • xcit.py
      • optim
        • __init__.py
        • adabelief.py
        • adafactor.py
        • adahessian.py
        • adamp.py
        • adamw.py
        • lamb.py
        • lars.py
        • lookahead.py
        • madgrad.py
        • nadam.py
        • nvnovograd.py
        • optim_factory.py
        • radam.py
        • rmsprop_tf.py
        • sgdp.py
      • scheduler
        • __init__.py
        • cosine_lr.py
        • multistep_lr.py
        • plateau_lr.py
        • poly_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
        • random.py
        • summary.py
      • version.py
    • train.py
    • validate.py