├── .gitignore ├── LICENSE.TXT ├── MANIFEST.in ├── README.md ├── doc ├── DevNotes.md ├── Troubleshooting.md └── notebooks │ ├── 01_how_to_train_sparse │ └── 01_how_to_train_sparse.ipynb │ ├── Beyond Layered Networks.ipynb │ └── ModelSparsification.ipynb ├── pytorch_block_sparse ├── __init__.py ├── block_sparse.py ├── block_sparse_linear.py ├── cutlass │ ├── gemm │ │ ├── block_loader.h │ │ ├── block_loader_congruous_dp1.h │ │ ├── block_loader_congruous_dp1_prune_sparse.h │ │ ├── block_loader_crosswise.h │ │ ├── block_loader_crosswise_prune_dense.h │ │ ├── block_task.h │ │ ├── block_task_back.h │ │ ├── block_task_back_full.h │ │ ├── dispatch.h │ │ ├── dispatch_back.h │ │ ├── dispatch_back_full.h │ │ ├── dispatch_policies.h │ │ ├── dp_accummulate.h │ │ ├── epilogue_function.h │ │ ├── grid_raster.h │ │ ├── grid_raster_sparse.h │ │ ├── k_split_control.h │ │ └── thread_accumulator.h │ └── util │ │ ├── debug.h │ │ ├── device_introspection.h │ │ ├── io_intrinsics.h │ │ ├── math.h │ │ ├── matrix_transform.h │ │ ├── nv_std.h │ │ ├── printable.h │ │ └── util.h ├── native │ ├── block_sparse_cutlass_kernel.cu │ ├── block_sparse_cutlass_kernel_back.cu │ ├── block_sparse_native.cpp │ ├── cutlass_dispatch.h │ └── cutlass_dispatch_back.h ├── sparse_optimizer.py ├── tests │ ├── __init__.py │ ├── data │ │ ├── merges.txt │ │ ├── oscar.eo.small.txt │ │ └── vocab.json │ ├── test_basic.py │ ├── test_data_parallel.py │ ├── test_emulate.py │ ├── test_integration.py │ ├── test_linear_nn.py │ ├── test_matmul.py │ ├── test_matmul_back.py │ ├── test_replace.py │ ├── test_save.py │ └── test_sparse_optimizer.py └── util.py ├── setup.cfg └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/huggingface/pytorch_block_sparse/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE.TXT: 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