├── .github ├── FUNDING.yml └── workflows │ └── main.yml ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── archive_nbs ├── .gitkeep ├── 00_core.ipynb ├── 02_index.ipynb ├── 03d_multicore.lr_find.ipynb ├── 09_vision_augment_experiments_profile_CPU.ipynb ├── 09_vision_augment_experiments_profile_GPU.ipynb ├── 09_vision_augment_experiments_profile_TPU.ipynb ├── Basic_lenet_explorationTPU.ipynb ├── ColaboratoryFilteringTPU.ipynb ├── CollaboratoryFilteringGPU.ipynb ├── Demo_batch_tfms_GPU_performance_diff.ipynb ├── Demo_batch_tfms_GPU_performance_diff_debug_1.ipynb ├── Demo_batch_tfms_TPU_performance_diff.ipynb ├── Demo_batch_tfms_TPU_performance_diff_debug_1.ipynb ├── Exploration_MNIST_TINY_Lenet_Adam.ipynb ├── Exploration_MNIST_TINY_Lenet_Adam_Callback.ipynb ├── Exploration_MNIST_TINY_Lenet_Adam_TPU.ipynb ├── Exploration_MNIST_TINY_Lenet_Adam_crete_opt.ipynb ├── ExploreAndUnderstandOptimWrappers.ipynb ├── Explore_10_nlp_TPU_Comparison_debug.ipynb ├── Explore_BatchTransformsCPU-Copy1.ipynb ├── Explore_BatchTransformsCPU.ipynb ├── Explore_BatchTransformsGPU.ipynb ├── Explore_BatchTransformsTPU.ipynb ├── Explore_GPU_MNIST_Tiny_SGD.ipynb ├── Explore_NormAndLightingBatchTransformsCPU.ipynb ├── Explore_NormAndLightingBatchTransformsGPU.ipynb ├── Explore_NormAndLightingBatchTransformsTPU.ipynb ├── Explore_Simple_GPU_Model.ipynb ├── Explore_TPU_MNIST_Tiny_SGD.ipynb ├── Explore_TPU_MNIST_Tiny_SGD_run2.ipynb ├── Explore_TPU_MNIST_Tiny_SGD_run3.ipynb ├── Explore_building_optimizers.ipynb ├── Explore_fastai_xla_extensions_MNIST_GPU_comparison_demo.ipynb ├── Explore_fastai_xla_extensions_Pets_TPU_batch_tfms.ipynb ├── Explore_fastai_xla_extensions_Pets_TPU_batch_tfms_comparison_demo.ipynb ├── Explore_gpu_training_comparison.ipynb ├── Explore_mnist_datasets.ipynb ├── Lenet_GPU_Baseline.ipynb ├── Printing+Lenet+batch_tfms+heat.ipynb ├── Printing+Resnet+batch_tfms+heat.ipynb ├── RNN_test_TPU.ipynb ├── TabularTrainingGPU.ipynb ├── XLA_run_debug_base.ipynb ├── collab_example.ipynb ├── debugMNIST_TPU_demo_12122020.ipynb ├── debugMNIST_TPU_demo_12122020_pretrained.ipynb ├── exploring_freeze_TPU.ipynb ├── single_profile.py ├── tabularTrainingTPU.ipynb ├── test_latest_fastai2_tpu.ipynb └── tpu_fastai_demo2.ipynb ├── docker-compose.yml ├── docs ├── .gitignore ├── Gemfile ├── Gemfile.lock ├── _config.yml ├── _data │ ├── alerts.yml │ ├── definitions.yml │ ├── glossary.yml │ ├── sidebars │ │ └── home_sidebar.yml │ ├── tags.yml │ ├── terms.yml │ └── topnav.yml ├── _includes │ ├── archive.html │ ├── callout.html │ ├── footer.html │ ├── google_analytics.html │ ├── head.html │ ├── head_print.html │ ├── image.html │ ├── important.html │ ├── initialize_shuffle.html │ ├── inline_image.html │ ├── links.html │ ├── note.html │ ├── search_google_custom.html │ ├── search_simple_jekyll.html │ ├── sidebar.html │ ├── tip.html │ ├── toc.html │ ├── topnav.html │ └── warning.html ├── _layouts │ ├── default.html │ ├── default_print.html │ ├── none.html │ ├── page.html │ └── page_print.html ├── cifar_loader.html ├── core.html ├── css │ ├── bootstrap.min.css │ ├── boxshadowproperties.css │ ├── customstyles.css │ ├── font-awesome.min.css │ ├── fonts │ │ ├── FontAwesome.otf │ │ ├── fontawesome-webfont.eot │ │ ├── fontawesome-webfont.svg │ │ ├── fontawesome-webfont.ttf │ │ ├── fontawesome-webfont.woff │ │ └── fontawesome-webfont.woff2 │ ├── modern-business.css │ ├── printstyles.css │ ├── syntax.css │ ├── theme-blue.css │ └── theme-green.css ├── dev_setup.html ├── feed.xml ├── fonts │ ├── FontAwesome.otf │ ├── fontawesome-webfont.eot │ ├── fontawesome-webfont.svg │ ├── fontawesome-webfont.ttf │ ├── fontawesome-webfont.woff │ ├── glyphicons-halflings-regular.eot │ ├── glyphicons-halflings-regular.svg │ ├── glyphicons-halflings-regular.ttf │ ├── glyphicons-halflings-regular.woff │ └── glyphicons-halflings-regular.woff2 ├── images │ ├── company_logo.png │ ├── company_logo_big.png │ ├── doc_example.png │ ├── export_example.png │ ├── favicon.ico │ ├── output_20_0.png │ ├── output_21_0.png │ ├── output_22_0.png │ ├── output_23_0.png │ ├── output_24_0.png │ ├── output_25_2.png │ ├── output_26_2.png │ ├── output_27_0.png │ ├── output_27_2.png │ ├── output_28_2.png │ ├── output_29_2.png │ ├── output_30_2.png │ ├── output_31_2.png │ ├── output_32_1.png │ ├── output_32_2.png │ ├── output_32_3.png │ ├── output_33_0.png │ ├── output_33_1.png │ ├── output_33_2.png │ ├── output_34_2.png │ ├── output_35_0.png │ ├── output_36_0.png │ ├── output_37_0.png │ ├── output_38_0.png │ ├── output_39_0.png │ ├── output_40_0.png │ ├── output_41_0.png │ ├── output_42_0.png │ ├── output_43_0.png │ ├── output_49_0.png │ ├── output_56_2.png │ ├── output_64_0.png │ ├── output_66_0.png │ └── workflowarrow.png ├── index.html ├── js │ ├── customscripts.js │ ├── jekyll-search.js │ ├── jquery.ba-throttle-debounce.min.js │ ├── jquery.navgoco.min.js │ ├── jquery.shuffle.min.js │ └── toc.js ├── licenses │ ├── LICENSE │ └── LICENSE-BSD-NAVGOCO.txt ├── misc_utils.html ├── multi_core.base.html ├── multi_core.callback.html ├── multi_core.inference.html ├── multi_core.learner.html ├── multi_core.lr_find.html ├── multi_core.torch_compat.html ├── multicore.lr_find.html ├── sidebar.json ├── sitemap.xml ├── tooltips.json └── utils.html ├── explore_nbs ├── AWD_LSTM_GPU-simple.ipynb ├── AWD_LSTM_small_patched_CPU_butch_colab.ipynb ├── AWD_LSTM_small_patched_GPU_butch_colab.ipynb ├── AWD_LSTM_small_patched_TPU_butch_colab.ipynb ├── Basic_lenet_exploration.ipynb ├── Basic_lenet_explorationTPU.ipynb ├── Basic_resnet_explorationTPU.ipynb ├── Basic_resnet_explorationTPU_failedtraining_pretrained_true.ipynb ├── Explore_Lenet_Optimizer_ModifyParamGroups-TPU.ipynb ├── Explore_fastai_xla_extensions_MNIST_TPU_demo.ipynb ├── Explore_fastai_xla_extensions_MNIST_TPU_demo_FrozenVersion.ipynb ├── Explore_fastai_xla_extensions_Pets_GPU_with_batch_tfms.ipynb ├── Explore_fastai_xla_extensions_Pets_TPU_no_batch_tfms.ipynb ├── Explore_fastai_xla_extensions_Pets_TPU_with_batch_tfms.ipynb ├── PickableOpt+Basic_lenet_exploration_MultiTPU.ipynb ├── PickableOpt_2_with_Basic_lenet_exploration_MultiTPU.ipynb ├── debug2MNIST_TPU_demo.ipynb ├── debug3MNIST_TPU_demo.ipynb ├── debug4MNIST_TPU_demo.ipynb ├── debugMNIST_TPU_demo.ipynb ├── explore_export_tpu_model_issue_pynb.ipynb ├── fast_multi_tpu_mnist_benchmark.ipynb ├── old_Explore_fastai_xla_extensions_Pets_TPU_with_batch_tfms.ipynb └── test_tpu_pets_slow.ipynb ├── fastai_xla_extensions ├── __init__.py ├── _nbdev.py ├── all.py ├── cifar_loader.py ├── core.py ├── dev_setup.py ├── misc_utils.py ├── multi_core │ ├── __init__.py │ ├── base.py │ ├── callback.py │ ├── inference.py │ ├── learner.py │ ├── lr_find.py │ └── torch_compat.py └── utils.py ├── nbs ├── 00_core.ipynb ├── 01_utils.ipynb ├── 02_cifar_loader.ipynb ├── 02b_misc_utils.ipynb ├── 03_multi_core.base.ipynb ├── 03a_multi_core.torch_compat.ipynb 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