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/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/thread/linear_combination_planar_complex.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/thread/linear_combination_planar_complex.h",
"repo_id": "cutlass",
"token_count": 2942
} | 27 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/threadblock/default_epilogue_tensor_op_blas3.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/default_epilogue_tensor_op_blas3.h",
"repo_id": "cutlass",
"token_count": 2492
} | 28 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/threadblock/epilogue_gemm_k_reduction.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/epilogue_gemm_k_reduction.h",
"repo_id": "cutlass",
"token_count": 2738
} | 29 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/threadblock/interleaved_epilogue.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/interleaved_epilogue.h",
"repo_id": "cutlass",
"token_count": 4850
} | 30 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/device/gemm_universal_base.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/device/gemm_universal_base.h",
"repo_id": "cutlass",
"token_count": 5423
} | 31 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/kernel/gemm_universal_streamk.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/gemm_universal_streamk.h",
"repo_id": "cutlass",
"token_count": 15874
} | 32 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/kernel/sm70_gemm.hpp/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/sm70_gemm.hpp",
"repo_id": "cutlass",
"token_count": 4196
} | 33 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/kernel/symm_universal.h/0 | {
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/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/threadblock/default_mma_core_sparse_sm80.h/0 | {
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"repo_id": "cutlass",
"token_count": 11445
} | 35 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/threadblock/threadblock_swizzle.h/0 | {
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"repo_id": "cutlass",
"token_count": 5536
} | 36 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/warp/mma_planar_complex.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/warp/mma_planar_complex.h",
"repo_id": "cutlass",
"token_count": 1855
} | 37 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/warp/mma_tensor_op_wmma.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/warp/mma_tensor_op_wmma.h",
"repo_id": "cutlass",
"token_count": 2225
} | 38 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/layout/tensor.h/0 | {
"file_path": "cutlass/include/cutlass/layout/tensor.h",
"repo_id": "cutlass",
"token_count": 6722
} | 39 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/quaternion.h/0 | {
"file_path": "cutlass/include/cutlass/quaternion.h",
"repo_id": "cutlass",
"token_count": 7898
} | 40 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/tensor_coord.h/0 | {
"file_path": "cutlass/include/cutlass/tensor_coord.h",
"repo_id": "cutlass",
"token_count": 2990
} | 41 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/transform/threadblock/predicated_scale_bias_vector_iterator.h/0 | {
"file_path": "cutlass/include/cutlass/transform/threadblock/predicated_scale_bias_vector_iterator.h",
"repo_id": "cutlass",
"token_count": 3844
} | 42 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/transform/threadblock/regular_tile_iterator_pitch_linear.h/0 | {
"file_path": "cutlass/include/cutlass/transform/threadblock/regular_tile_iterator_pitch_linear.h",
"repo_id": "cutlass",
"token_count": 5517
} | 43 |
# CuTe Tensors
This document describes `Tensor`, CuTe's core container that deploys the `Layout` concepts previously described.
Fundamentally, a `Tensor` represents a multidimensional array. `Tensor`s abstracts away the details of how the array's elements are organized and how the array's elements are stored. This le... | cutlass/media/docs/cute/03_tensor.md/0 | {
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[README](../../README.md#documentation) > **Layouts and Tensors**
Note: This document talks about CUTLASS 2.x layout tag types.
CUTLASS 3.0 deprecates all legacy 2.x layout tags in favour of a single `cute::Layout<Shape, Stride... | cutlass/media/docs/layout.md/0 | {
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#################################################################################################
#
# Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass/backend/conv2d_operation.py/0 | {
"file_path": "cutlass/python/cutlass/backend/conv2d_operation.py",
"repo_id": "cutlass",
"token_count": 10771
} | 46 |
#################################################################################################
#
# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass/backend/evt/ir/layout_algorithm.py/0 | {
"file_path": "cutlass/python/cutlass/backend/evt/ir/layout_algorithm.py",
"repo_id": "cutlass",
"token_count": 5880
} | 47 |
#################################################################################################
#
# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass/epilogue/epilogue.py/0 | {
"file_path": "cutlass/python/cutlass/epilogue/epilogue.py",
"repo_id": "cutlass",
"token_count": 1965
} | 48 |
#################################################################################################
#
# Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass_library/conv3d_operation.py/0 | {
"file_path": "cutlass/python/cutlass_library/conv3d_operation.py",
"repo_id": "cutlass",
"token_count": 6540
} | 49 |
Emitters
========
Common
------
.. automodule:: cutlass.emit.common
:members:
:undoc-members:
:show-inheritance:
PyTorch
-------
.. automodule:: cutlass.emit.pytorch
:members:
:undoc-members:
:show-inheritance:
| cutlass/python/docs_src/source/cutlass.emit.rst/0 | {
"file_path": "cutlass/python/docs_src/source/cutlass.emit.rst",
"repo_id": "cutlass",
"token_count": 98
} | 50 |
################################################################################
#
# Copyright (c) 20123 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that... | cutlass/test/python/cutlass/evt/utils/evt_testbed.py/0 | {
"file_path": "cutlass/test/python/cutlass/evt/utils/evt_testbed.py",
"repo_id": "cutlass",
"token_count": 4021
} | 51 |
#################################################################################################
#
# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/test/python/cutlass/interface/evt_interface.py/0 | {
"file_path": "cutlass/test/python/cutlass/interface/evt_interface.py",
"repo_id": "cutlass",
"token_count": 4683
} | 52 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/conv/device_3x/conv_problem_sizes.hpp/0 | {
"file_path": "cutlass/test/unit/conv/device_3x/conv_problem_sizes.hpp",
"repo_id": "cutlass",
"token_count": 13923
} | 53 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/core/complex.cu/0 | {
"file_path": "cutlass/test/unit/core/complex.cu",
"repo_id": "cutlass",
"token_count": 2565
} | 54 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/cute/hopper/stsm.cu/0 | {
"file_path": "cutlass/test/unit/cute/hopper/stsm.cu",
"repo_id": "cutlass",
"token_count": 7105
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/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are ... | cutlass/test/unit/cute/volta/vectorization_auto.cu/0 | {
"file_path": "cutlass/test/unit/cute/volta/vectorization_auto.cu",
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"token_count": 1836
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/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/epilogue/warp/fragment_iterator_tensor_op.cu/0 | {
"file_path": "cutlass/test/unit/epilogue/warp/fragment_iterator_tensor_op.cu",
"repo_id": "cutlass",
"token_count": 2367
} | 57 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/gemm/device/gemm_testbed_3x.hpp/0 | {
"file_path": "cutlass/test/unit/gemm/device/gemm_testbed_3x.hpp",
"repo_id": "cutlass",
"token_count": 26680
} | 58 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/gemm/device/testbed_gemm_with_reduction.h/0 | {
"file_path": "cutlass/test/unit/gemm/device/testbed_gemm_with_reduction.h",
"repo_id": "cutlass",
"token_count": 7541
} | 59 |
/***************************************************************************************************
* Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitte... | cutlass/test/unit/gemm/device/testbed_with_absmax.h/0 | {
"file_path": "cutlass/test/unit/gemm/device/testbed_with_absmax.h",
"repo_id": "cutlass",
"token_count": 8329
} | 60 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/gemm/threadblock/epilogue_workspace.cu/0 | {
"file_path": "cutlass/test/unit/gemm/threadblock/epilogue_workspace.cu",
"repo_id": "cutlass",
"token_count": 1265
} | 61 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/test/unit/util/tensor_reduce.cu/0 | {
"file_path": "cutlass/test/unit/util/tensor_reduce.cu",
"repo_id": "cutlass",
"token_count": 2939
} | 62 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/library/src/gemm_operation_3x.hpp/0 | {
"file_path": "cutlass/tools/library/src/gemm_operation_3x.hpp",
"repo_id": "cutlass",
"token_count": 4381
} | 63 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/library/src/util.cu/0 | {
"file_path": "cutlass/tools/library/src/util.cu",
"repo_id": "cutlass",
"token_count": 17804
} | 64 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/profiler/include/cutlass/profiler/performance_result.h/0 | {
"file_path": "cutlass/tools/profiler/include/cutlass/profiler/performance_result.h",
"repo_id": "cutlass",
"token_count": 1063
} | 65 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/profiler/src/gemm_operation_profiler.cu/0 | {
"file_path": "cutlass/tools/profiler/src/gemm_operation_profiler.cu",
"repo_id": "cutlass",
"token_count": 16026
} | 66 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/util/include/cutlass/util/cublas_wrappers.hpp/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/cublas_wrappers.hpp",
"repo_id": "cutlass",
"token_count": 10297
} | 67 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/util/include/cutlass/util/host_reorder.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/host_reorder.h",
"repo_id": "cutlass",
"token_count": 1717
} | 68 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/util/include/cutlass/util/reference/device/kernel/tensor_foreach.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/reference/device/kernel/tensor_foreach.h",
"repo_id": "cutlass",
"token_count": 1521
} | 69 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/util/include/cutlass/util/reference/host/rank_2k_complex.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/reference/host/rank_2k_complex.h",
"repo_id": "cutlass",
"token_count": 5115
} | 70 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/tools/util/include/cutlass/util/tensor_view_io.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/tensor_view_io.h",
"repo_id": "cutlass",
"token_count": 2639
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# Copyright (c) 2019 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitted provided that the following conditions are met:
#
# 1. Redistributions of source code must retain... | cutlass/bin2hex.cmake/0 | {
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/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/03_visualize_layout/visualize_layout.cpp/0 | {
"file_path": "cutlass/examples/03_visualize_layout/visualize_layout.cpp",
"repo_id": "cutlass",
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} | 8 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/13_two_tensor_op_fusion/kernel/b2b_implicit_gemm_convolution.h/0 | {
"file_path": "cutlass/examples/13_two_tensor_op_fusion/kernel/b2b_implicit_gemm_convolution.h",
"repo_id": "cutlass",
"token_count": 7161
} | 9 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_base_smem_accumulator.h/0 | {
"file_path": "cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_base_smem_accumulator.h",
"repo_id": "cutlass",
"token_count": 1950
} | 10 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/17_fprop_per_channel_bias/fprop_per_channel_bias.cu/0 | {
"file_path": "cutlass/examples/17_fprop_per_channel_bias/fprop_per_channel_bias.cu",
"repo_id": "cutlass",
"token_count": 4569
} | 11 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/25_ampere_fprop_mainloop_fusion/ampere_3d_fprop_mainloop_fusion.cu/0 | {
"file_path": "cutlass/examples/25_ampere_fprop_mainloop_fusion/ampere_3d_fprop_mainloop_fusion.cu",
"repo_id": "cutlass",
"token_count": 10476
} | 12 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/41_fused_multi_head_attention/gemm_kernel_utils.h/0 | {
"file_path": "cutlass/examples/41_fused_multi_head_attention/gemm_kernel_utils.h",
"repo_id": "cutlass",
"token_count": 5441
} | 13 |
This example provides utilities for generating back-to-back (B2B) GEMMs using CUTLASS.
## Quick start
A configuration file containing the GEMMs to be fused together is located in [config.json](config.json). Edit
this to change the configuration that you would like to run.
```shell
cd ir_gen
# Set up basic variables
o... | cutlass/examples/44_multi_gemm_ir_and_codegen/README.md/0 | {
"file_path": "cutlass/examples/44_multi_gemm_ir_and_codegen/README.md",
"repo_id": "cutlass",
"token_count": 736
} | 14 |
#################################################################################################
#
# Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_turing_and_volta.py/0 | {
"file_path": "cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_turing_and_volta.py",
"repo_id": "cutlass",
"token_count": 10964
} | 15 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/45_dual_gemm/threadblock/dual_mma_base.h/0 | {
"file_path": "cutlass/examples/45_dual_gemm/threadblock/dual_mma_base.h",
"repo_id": "cutlass",
"token_count": 2711
} | 16 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/52_hopper_gather_scatter_fusion/52_hopper_gather_scatter_fusion.cu/0 | {
"file_path": "cutlass/examples/52_hopper_gather_scatter_fusion/52_hopper_gather_scatter_fusion.cu",
"repo_id": "cutlass",
"token_count": 10782
} | 17 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/examples/56_hopper_ptr_array_batched_gemm/56_hopper_ptr_array_batched_gemm.cu/0 | {
"file_path": "cutlass/examples/56_hopper_ptr_array_batched_gemm/56_hopper_ptr_array_batched_gemm.cu",
"repo_id": "cutlass",
"token_count": 7159
} | 18 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cute/algorithm/copy.hpp/0 | {
"file_path": "cutlass/include/cute/algorithm/copy.hpp",
"repo_id": "cutlass",
"token_count": 5672
} | 19 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cute/atom/copy_traits_sm90_tma.hpp/0 | {
"file_path": "cutlass/include/cute/atom/copy_traits_sm90_tma.hpp",
"repo_id": "cutlass",
"token_count": 25399
} | 20 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cute/container/cuda_types.hpp/0 | {
"file_path": "cutlass/include/cute/container/cuda_types.hpp",
"repo_id": "cutlass",
"token_count": 1651
} | 21 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cute/pointer_base.hpp/0 | {
"file_path": "cutlass/include/cute/pointer_base.hpp",
"repo_id": "cutlass",
"token_count": 2732
} | 22 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/arch/memory.h/0 | {
"file_path": "cutlass/include/cutlass/arch/memory.h",
"repo_id": "cutlass",
"token_count": 8863
} | 23 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/constants.h/0 | {
"file_path": "cutlass/include/cutlass/constants.h",
"repo_id": "cutlass",
"token_count": 17582
} | 24 |
/***************************************************************************************************
* Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitte... | cutlass/include/cutlass/conv/kernel/default_deconv2d.h/0 | {
"file_path": "cutlass/include/cutlass/conv/kernel/default_deconv2d.h",
"repo_id": "cutlass",
"token_count": 9688
} | 25 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/conv/threadblock/conv2d_dgrad_output_gradient_tile_access_iterator_optimized.h/0 | {
"file_path": "cutlass/include/cutlass/conv/threadblock/conv2d_dgrad_output_gradient_tile_access_iterator_optimized.h",
"repo_id": "cutlass",
"token_count": 10228
} | 26 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/conv/threadblock/conv3d_dgrad_filter_tile_access_iterator_optimized.h/0 | {
"file_path": "cutlass/include/cutlass/conv/threadblock/conv3d_dgrad_filter_tile_access_iterator_optimized.h",
"repo_id": "cutlass",
"token_count": 3194
} | 27 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/cuda_host_adapter.hpp/0 | {
"file_path": "cutlass/include/cutlass/cuda_host_adapter.hpp",
"repo_id": "cutlass",
"token_count": 2346
} | 28 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/collective/sm90_epilogue_tma_warpspecialized.hpp/0 | {
"file_path": "cutlass/include/cutlass/epilogue/collective/sm90_epilogue_tma_warpspecialized.hpp",
"repo_id": "cutlass",
"token_count": 15129
} | 29 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/thread/linear_combination_clamp.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/thread/linear_combination_clamp.h",
"repo_id": "cutlass",
"token_count": 7901
} | 30 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/thread/linear_combination_with_elementwise.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/thread/linear_combination_with_elementwise.h",
"repo_id": "cutlass",
"token_count": 2835
} | 31 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/threadblock/epilogue_with_reduction.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/epilogue_with_reduction.h",
"repo_id": "cutlass",
"token_count": 10808
} | 32 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/threadblock/predicated_tile_iterator_conv.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/predicated_tile_iterator_conv.h",
"repo_id": "cutlass",
"token_count": 6619
} | 33 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/epilogue/warp/tile_iterator_simt.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/warp/tile_iterator_simt.h",
"repo_id": "cutlass",
"token_count": 9058
} | 34 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/collective/sm70_mma_twostage.hpp/0 | {
"file_path": "cutlass/include/cutlass/gemm/collective/sm70_mma_twostage.hpp",
"repo_id": "cutlass",
"token_count": 10191
} | 35 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/kernel/default_rank_k_complex.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/default_rank_k_complex.h",
"repo_id": "cutlass",
"token_count": 5386
} | 36 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/kernel/gemv_batched_strided.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/gemv_batched_strided.h",
"repo_id": "cutlass",
"token_count": 3192
} | 37 |
/***************************************************************************************************
* Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/kernel/sm90_gemm_warpspecialized_cooperative.hpp/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/sm90_gemm_warpspecialized_cooperative.hpp",
"repo_id": "cutlass",
"token_count": 8859
} | 38 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/thread/mma_sm61.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/thread/mma_sm61.h",
"repo_id": "cutlass",
"token_count": 2984
} | 39 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/threadblock/mma_pipelined.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/threadblock/mma_pipelined.h",
"repo_id": "cutlass",
"token_count": 5846
} | 40 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/gemm/warp/mma_tensor_op_fragment_iterator.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/warp/mma_tensor_op_fragment_iterator.h",
"repo_id": "cutlass",
"token_count": 7309
} | 41 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/half.h/0 | {
"file_path": "cutlass/include/cutlass/half.h",
"repo_id": "cutlass",
"token_count": 9165
} | 42 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/matrix_shape.h/0 | {
"file_path": "cutlass/include/cutlass/matrix_shape.h",
"repo_id": "cutlass",
"token_count": 721
} | 43 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/reduction/kernel/reduce_split_k.h/0 | {
"file_path": "cutlass/include/cutlass/reduction/kernel/reduce_split_k.h",
"repo_id": "cutlass",
"token_count": 2623
} | 44 |
/***************************************************************************************************
* Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are p... | cutlass/include/cutlass/version.h/0 | {
"file_path": "cutlass/include/cutlass/version.h",
"repo_id": "cutlass",
"token_count": 888
} | 45 |
[README](../../README.md#documentation) > **CUTLASS 3.0 Design and Hierarchy**
# CUTLASS 3.0 Design
CUTLASS 3.0 is a major enhancement over the abstractions of CUTLASS 2.x
and aims to make usage of all layers of the GEMM hierarchy easier and more composable
while still achieving peak performance on Hardware.
## CUTL... | cutlass/media/docs/cutlass_3x_design.md/0 | {
"file_path": "cutlass/media/docs/cutlass_3x_design.md",
"repo_id": "cutlass",
"token_count": 1661
} | 46 |
[README](../../README.md#documentation) > **CUTLASS Utilities**
Note: This document discusses utilities commonly used with code that targets CUTLASS 2.x.
Although CUTLASS 3.0's primary entry point APIs do not transact in these `c... | cutlass/media/docs/utilities.md/0 | {
"file_path": "cutlass/media/docs/utilities.md",
"repo_id": "cutlass",
"token_count": 4175
} | 47 |
#################################################################################################
#
# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass/backend/evt/passes/graph_drawer.py/0 | {
"file_path": "cutlass/python/cutlass/backend/evt/passes/graph_drawer.py",
"repo_id": "cutlass",
"token_count": 2285
} | 48 |
#################################################################################################
#
# Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass/backend/operation.py/0 | {
"file_path": "cutlass/python/cutlass/backend/operation.py",
"repo_id": "cutlass",
"token_count": 2048
} | 49 |
#################################################################################################
#
# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass/op/op.py/0 | {
"file_path": "cutlass/python/cutlass/op/op.py",
"repo_id": "cutlass",
"token_count": 7578
} | 50 |
#################################################################################################
#
# Copyright (c) 2017 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/python/cutlass_library/rank_k_operation.py/0 | {
"file_path": "cutlass/python/cutlass_library/rank_k_operation.py",
"repo_id": "cutlass",
"token_count": 5264
} | 51 |
function escapeRegExp(string) {
return string.replace(/[.*+?^${}()|[\]\\]/g, '\\$&'); // $& means the whole matched string
}
/**
* Removes excluded text from a Node.
*
* @param {Node} target Node to filter.
* @param {string} exclude CSS selector of nodes to exclude.
* @returns {DOMString} Text from `target` w... | cutlass/python/docs/_static/copybutton_funcs.js/0 | {
"file_path": "cutlass/python/docs/_static/copybutton_funcs.js",
"repo_id": "cutlass",
"token_count": 1049
} | 52 |
{
"path": "./../../../../examples/python/02_pytorch_extension_grouped_gemm.ipynb"
}
| cutlass/python/docs_src/source/externals/02_pytorch_extension_grouped_gemm.nblink/0 | {
"file_path": "cutlass/python/docs_src/source/externals/02_pytorch_extension_grouped_gemm.nblink",
"repo_id": "cutlass",
"token_count": 39
} | 53 |
#################################################################################################
#
# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
#
# Redistribution and use in source and binary forms, with or without
# modification, are permitt... | cutlass/test/python/cutlass/conv2d/conv2d_test_utils.py/0 | {
"file_path": "cutlass/test/python/cutlass/conv2d/conv2d_test_utils.py",
"repo_id": "cutlass",
"token_count": 6885
} | 54 |
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