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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... | include/cutlass/layout/tensor.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... | include/cutlass/quaternion.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... | include/cutlass/tensor_coord.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... | include/cutlass/transform/threadblock/ell_predicated_tile_iterator.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... | include/cutlass/transform/threadblock/regular_tile_access_iterator_tensor_op_sm80.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
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#################################################################################################
#
# 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
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#################################################################################################
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# Copyright (c) 2023 - 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
# SPDX-License-Identifier: BSD-3-Clause
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# Redistribution and use in source and binary forms, with or without
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#################################################################################################
#
# 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
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<jupyter_start><jupyter_text>Example of using elementwise activation functions in the CUTLASS Python interfaceThis notebook walks through a basic example of using the CUTLASS Python interface to declare, compile, and run GEMMs with different epilogues.[](https://colab.research.google.com/github/NVIDIA/cutlass/tree/mast... | python/docs/externals/01_epilogue.ipynb/0 | {
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#################################################################################################
#
# 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
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################################################################################
#
# 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 permitted provided that ... | test/python/cutlass/evt/evt_mixed_sm80_90.py/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
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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... | test/unit/core/tensor_view.cu/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... | test/unit/cute/core/coalesce.cpp/0 | {
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/***************************************************************************************************
* Copyright (c) 2024 - 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... | test/unit/cute/core/packed_tuple.cpp/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... | test/unit/cute/hopper/tma_store_testbed.hpp/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... | test/unit/epilogue/threadblock/epilogue_volta_tensor_op.cu/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... | test/unit/gemm/device/gemv.cu/0 | {
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/***************************************************************************************************
* 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... | test/unit/gemm/device/sm90_gemm_f16_f16_f16_tensor_op_f32_group_gemm.cu/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... | test/unit/gemm/device/testbed_grouped_scheduler.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... | test/unit/gemm/kernel/batched_gemv.cu/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... | test/unit/gemm/threadblock/mma_multistage_sparse_testbed.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... | test/unit/nvrtc/thread/testbed.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... | tools/library/src/library_internal.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... | tools/profiler/include/cutlass/profiler/conv2d_operation_profiler.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... | tools/util/include/cutlass/util/device_dump.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... | tools/util/include/cutlass/util/host_tensor_planar_complex.h/0 | {
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"token_count": 6640
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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... | tools/util/include/cutlass/util/reference/device/tensor_compare.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... | tools/util/include/cutlass/util/reference/host/symm.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... | examples/01_cutlass_utilities/cutlass_utilities.cu/0 | {
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/***************************************************************************************************
* 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... | examples/13_two_tensor_op_fusion/fused_two_gemms_grouped_f16_sm80_rf.cu/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... | examples/13_two_tensor_op_fusion/reference/device/tensor_scale_bias.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... | examples/14_ampere_tf32_tensorop_gemm/ampere_tf32_tensorop_gemm.cu/0 | {
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"token_count": 6936
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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 permitted provided that ... | examples/40_cutlass_py/customizable/gemm.py/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... | examples/41_fused_multi_head_attention/fused_multihead_attention_variable_seqlen.cu/0 | {
"file_path": "examples/41_fused_multi_head_attention/fused_multihead_attention_variable_seqlen.cu",
"repo_id": "examples",
"token_count": 16103
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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... | examples/41_fused_multi_head_attention/kernel_backward.h/0 | {
"file_path": "examples/41_fused_multi_head_attention/kernel_backward.h",
"repo_id": "examples",
"token_count": 44873
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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... | examples/45_dual_gemm/device/dual_gemm.h/0 | {
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"repo_id": "examples",
"token_count": 6633
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/***************************************************************************************************
* 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... | examples/53_hopper_gemm_permute/permute_traits.hpp/0 | {
"file_path": "examples/53_hopper_gemm_permute/permute_traits.hpp",
"repo_id": "examples",
"token_count": 4116
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/***************************************************************************************************
* 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... | examples/59_ampere_gather_scatter_conv/ampere_conv_kernel.h/0 | {
"file_path": "examples/59_ampere_gather_scatter_conv/ampere_conv_kernel.h",
"repo_id": "examples",
"token_count": 5630
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<jupyter_start><jupyter_text>Example of using elementwise activation functions in the CUTLASS Python interfaceThis notebook walks through a basic example of using the CUTLASS Python interface to declare, compile, and run GEMMs with different epilogues.[](https://colab.research.google.com/github/NVIDIA/cutlass/blob/main... | examples/python/01_epilogue.ipynb/0 | {
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"token_count": 1412
} | 10 |
/***************************************************************************************************
* 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... | include/cute/algorithm/tuple_algorithms.hpp/0 | {
"file_path": "include/cute/algorithm/tuple_algorithms.hpp",
"repo_id": "include",
"token_count": 11965
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/***************************************************************************************************
* 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... | include/cute/arch/mma_sm90_gmma.hpp/0 | {
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"repo_id": "include",
"token_count": 1429446
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/***************************************************************************************************
* 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... | include/cute/numeric/arithmetic_tuple.hpp/0 | {
"file_path": "include/cute/numeric/arithmetic_tuple.hpp",
"repo_id": "include",
"token_count": 5832
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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... | include/cutlass/arch/mma_sm60.h/0 | {
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"repo_id": "include",
"token_count": 2675
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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... | include/cutlass/arch/wmma_sm75.h/0 | {
"file_path": "include/cutlass/arch/wmma_sm75.h",
"repo_id": "include",
"token_count": 3043
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/***************************************************************************************************
* 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... | include/cutlass/conv/collective/detail.hpp/0 | {
"file_path": "include/cutlass/conv/collective/detail.hpp",
"repo_id": "include",
"token_count": 4142
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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... | include/cutlass/conv/kernel/direct_convolution.h/0 | {
"file_path": "include/cutlass/conv/kernel/direct_convolution.h",
"repo_id": "include",
"token_count": 7146
} | 17 |
/***************************************************************************************************
* 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... | include/cutlass/conv/threadblock/conv3d_fprop_filter_tile_access_iterator_analytic.h/0 | {
"file_path": "include/cutlass/conv/threadblock/conv3d_fprop_filter_tile_access_iterator_analytic.h",
"repo_id": "include",
"token_count": 2665
} | 18 |
/***************************************************************************************************
* 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... | include/cutlass/conv/threadblock/implicit_gemm_multistage.h/0 | {
"file_path": "include/cutlass/conv/threadblock/implicit_gemm_multistage.h",
"repo_id": "include",
"token_count": 8208
} | 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... | include/cutlass/detail/layout.hpp/0 | {
"file_path": "include/cutlass/detail/layout.hpp",
"repo_id": "include",
"token_count": 4492
} | 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... | include/cutlass/epilogue/fusion/callbacks.hpp/0 | {
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"repo_id": "include",
"token_count": 1049
} | 21 |
/***************************************************************************************************
* 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... | include/cutlass/epilogue/threadblock/default_epilogue_complex_tensor_op.h/0 | {
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"repo_id": "include",
"token_count": 2868
} | 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... | include/cutlass/epilogue/threadblock/direct_store_epilogue_iterator.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/direct_store_epilogue_iterator.h",
"repo_id": "include",
"token_count": 1332
} | 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... | include/cutlass/epilogue/threadblock/epilogue_workspace.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/epilogue_workspace.h",
"repo_id": "include",
"token_count": 2162
} | 24 |
/***************************************************************************************************
* 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... | include/cutlass/epilogue/threadblock/predicated_tile_iterator_predicates.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/predicated_tile_iterator_predicates.h",
"repo_id": "include",
"token_count": 3058
} | 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... | include/cutlass/epilogue/warp/tile_iterator_volta_tensor_op.h/0 | {
"file_path": "include/cutlass/epilogue/warp/tile_iterator_volta_tensor_op.h",
"repo_id": "include",
"token_count": 4836
} | 26 |
/***************************************************************************************************
* 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... | include/cutlass/gemm/collective/sm80_mma_multistage.hpp/0 | {
"file_path": "include/cutlass/gemm/collective/sm80_mma_multistage.hpp",
"repo_id": "include",
"token_count": 13285
} | 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... | include/cutlass/gemm/device/rank_2k.h/0 | {
"file_path": "include/cutlass/gemm/device/rank_2k.h",
"repo_id": "include",
"token_count": 6106
} | 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... | include/cutlass/gemm/kernel/default_rank_2k_grouped.h/0 | {
"file_path": "include/cutlass/gemm/kernel/default_rank_2k_grouped.h",
"repo_id": "include",
"token_count": 3963
} | 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... | include/cutlass/gemm/kernel/gemm_grouped_problem_visitor.h/0 | {
"file_path": "include/cutlass/gemm/kernel/gemm_grouped_problem_visitor.h",
"repo_id": "include",
"token_count": 1488
} | 30 |
/***************************************************************************************************
* 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... | include/cutlass/gemm/kernel/gemm_universal_with_visitor.h/0 | {
"file_path": "include/cutlass/gemm/kernel/gemm_universal_with_visitor.h",
"repo_id": "include",
"token_count": 3758
} | 31 |
/***************************************************************************************************
* 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... | include/cutlass/gemm/kernel/sm90_gemm_array_tma_warpspecialized_cooperative.hpp/0 | {
"file_path": "include/cutlass/gemm/kernel/sm90_gemm_array_tma_warpspecialized_cooperative.hpp",
"repo_id": "include",
"token_count": 15208
} | 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... | include/cutlass/gemm/kernel/tile_scheduler.hpp/0 | {
"file_path": "include/cutlass/gemm/kernel/tile_scheduler.hpp",
"repo_id": "include",
"token_count": 1205
} | 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... | include/cutlass/gemm/threadblock/default_mma_core_with_access_size.h/0 | {
"file_path": "include/cutlass/gemm/threadblock/default_mma_core_with_access_size.h",
"repo_id": "include",
"token_count": 4136
} | 34 |
/***************************************************************************************************
* 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... | include/cutlass/gemm/threadblock/gemv.h/0 | {
"file_path": "include/cutlass/gemm/threadblock/gemv.h",
"repo_id": "include",
"token_count": 1482
} | 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... | include/cutlass/gemm/threadblock/threadblock_swizzle_streamk.h/0 | {
"file_path": "include/cutlass/gemm/threadblock/threadblock_swizzle_streamk.h",
"repo_id": "include",
"token_count": 10734
} | 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... | include/cutlass/gemm/warp/mma_simt.h/0 | {
"file_path": "include/cutlass/gemm/warp/mma_simt.h",
"repo_id": "include",
"token_count": 2843
} | 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... | include/cutlass/gemm/warp/mma_with_reduction_tensor_op.h/0 | {
"file_path": "include/cutlass/gemm/warp/mma_with_reduction_tensor_op.h",
"repo_id": "include",
"token_count": 7946
} | 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... | include/cutlass/layout/tensor_op_multiplicand_sm70.h/0 | {
"file_path": "include/cutlass/layout/tensor_op_multiplicand_sm70.h",
"repo_id": "include",
"token_count": 9595
} | 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... | include/cutlass/tensor_ref.h/0 | {
"file_path": "include/cutlass/tensor_ref.h",
"repo_id": "include",
"token_count": 3815
} | 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... | include/cutlass/transform/threadblock/predicated_scale_bias_vector_access_iterator.h/0 | {
"file_path": "include/cutlass/transform/threadblock/predicated_scale_bias_vector_access_iterator.h",
"repo_id": "include",
"token_count": 4311
} | 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 permitt... | python/cutlass/backend/c_types.py/0 | {
"file_path": "python/cutlass/backend/c_types.py",
"repo_id": "python",
"token_count": 9749
} | 42 |
#################################################################################################
#
# 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... | python/cutlass/emit/pytorch.py/0 | {
"file_path": "python/cutlass/emit/pytorch.py",
"repo_id": "python",
"token_count": 16302
} | 43 |
#################################################################################################
#
# 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... | python/cutlass_library/__init__.py/0 | {
"file_path": "python/cutlass_library/__init__.py",
"repo_id": "python",
"token_count": 757
} | 44 |
#################################################################################################
#
# 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... | python/pycute/swizzle.py/0 | {
"file_path": "python/pycute/swizzle.py",
"repo_id": "python",
"token_count": 1533
} | 45 |
################################################################################
#
# 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 permitted provided that ... | test/python/cutlass/evt/evt_store_sm80_90.py/0 | {
"file_path": "test/python/cutlass/evt/evt_store_sm80_90.py",
"repo_id": "test",
"token_count": 2849
} | 46 |
/***************************************************************************************************
* 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... | test/unit/cluster_launch/cluster_launch.cu/0 | {
"file_path": "test/unit/cluster_launch/cluster_launch.cu",
"repo_id": "test",
"token_count": 4594
} | 47 |
/***************************************************************************************************
* 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... | test/unit/cute/core/compact_xmajor.cpp/0 | {
"file_path": "test/unit/cute/core/compact_xmajor.cpp",
"repo_id": "test",
"token_count": 3509
} | 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 p... | test/unit/cute/core/pointer.cpp/0 | {
"file_path": "test/unit/cute/core/pointer.cpp",
"repo_id": "test",
"token_count": 1348
} | 49 |
/***************************************************************************************************
* 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... | test/unit/epilogue/threadblock/epilogue_with_reduction_tensor_op.cu/0 | {
"file_path": "test/unit/epilogue/threadblock/epilogue_with_reduction_tensor_op.cu",
"repo_id": "test",
"token_count": 8687
} | 50 |
/***************************************************************************************************
* 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... | test/unit/gemm/device/gemm_f8t_f8n_f8t_tensor_op_f32_sm89.cu/0 | {
"file_path": "test/unit/gemm/device/gemm_f8t_f8n_f8t_tensor_op_f32_sm89.cu",
"repo_id": "test",
"token_count": 6677
} | 51 |
/***************************************************************************************************
* 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... | test/unit/gemm/device/testbed_interleaved.h/0 | {
"file_path": "test/unit/gemm/device/testbed_interleaved.h",
"repo_id": "test",
"token_count": 3972
} | 52 |
/***************************************************************************************************
* 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... | test/unit/gemm/kernel/testbed_gemv.h/0 | {
"file_path": "test/unit/gemm/kernel/testbed_gemv.h",
"repo_id": "test",
"token_count": 7083
} | 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... | test/unit/gemm/threadblock/mma_multistage_testbed.h/0 | {
"file_path": "test/unit/gemm/threadblock/mma_multistage_testbed.h",
"repo_id": "test",
"token_count": 5489
} | 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... | test/unit/gemm/warp/gemm_complex_sm80.cu/0 | {
"file_path": "test/unit/gemm/warp/gemm_complex_sm80.cu",
"repo_id": "test",
"token_count": 8445
} | 55 |
/***************************************************************************************************
* 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... | test/unit/reduction/thread/testbed.h/0 | {
"file_path": "test/unit/reduction/thread/testbed.h",
"repo_id": "test",
"token_count": 2242
} | 56 |
/***************************************************************************************************
* 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... | tools/profiler/src/operation_profiler.cu/0 | {
"file_path": "tools/profiler/src/operation_profiler.cu",
"repo_id": "tools",
"token_count": 9672
} | 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 permitted provided tha... | tools/util/include/cutlass/util/device_groupnorm.h/0 | {
"file_path": "tools/util/include/cutlass/util/device_groupnorm.h",
"repo_id": "tools",
"token_count": 8838
} | 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... | tools/util/include/cutlass/util/reference/device/tensor_fill.h/0 | {
"file_path": "tools/util/include/cutlass/util/reference/device/tensor_fill.h",
"repo_id": "tools",
"token_count": 17955
} | 59 |
/***************************************************************************************************
* 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... | tools/util/include/cutlass/util/reference/host/symm_complex.h/0 | {
"file_path": "tools/util/include/cutlass/util/reference/host/symm_complex.h",
"repo_id": "tools",
"token_count": 5243
} | 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... | examples/03_visualize_layout/visualize_layout.h/0 | {
"file_path": "examples/03_visualize_layout/visualize_layout.h",
"repo_id": "examples",
"token_count": 4166
} | 0 |
/***************************************************************************************************
* 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... | examples/11_planar_complex_array/planar_complex_array.cu/0 | {
"file_path": "examples/11_planar_complex_array/planar_complex_array.cu",
"repo_id": "examples",
"token_count": 9173
} | 1 |
/***************************************************************************************************
* 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... | examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop.h/0 | {
"file_path": "examples/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop.h",
"repo_id": "examples",
"token_count": 1110
} | 2 |
/***************************************************************************************************
* 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... | examples/13_two_tensor_op_fusion/threadblock/b2b_mma_multistage.h/0 | {
"file_path": "examples/13_two_tensor_op_fusion/threadblock/b2b_mma_multistage.h",
"repo_id": "examples",
"token_count": 15041
} | 3 |
/***************************************************************************************************
* 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... | examples/17_fprop_per_channel_bias/fprop_per_channel_bias.cu/0 | {
"file_path": "examples/17_fprop_per_channel_bias/fprop_per_channel_bias.cu",
"repo_id": "examples",
"token_count": 4569
} | 4 |
/***************************************************************************************************
* 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... | examples/25_ampere_fprop_mainloop_fusion/ampere_3d_fprop_mainloop_fusion.cu/0 | {
"file_path": "examples/25_ampere_fprop_mainloop_fusion/ampere_3d_fprop_mainloop_fusion.cu",
"repo_id": "examples",
"token_count": 10476
} | 5 |
/***************************************************************************************************
* 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... | examples/41_fused_multi_head_attention/gemm_kernel_utils.h/0 | {
"file_path": "examples/41_fused_multi_head_attention/gemm_kernel_utils.h",
"repo_id": "examples",
"token_count": 5441
} | 6 |
#################################################################################################
#
# 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... | examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_turing_and_volta.py/0 | {
"file_path": "examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_turing_and_volta.py",
"repo_id": "examples",
"token_count": 10964
} | 7 |
/***************************************************************************************************
* 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... | examples/45_dual_gemm/threadblock/dual_mma_base.h/0 | {
"file_path": "examples/45_dual_gemm/threadblock/dual_mma_base.h",
"repo_id": "examples",
"token_count": 2711
} | 8 |
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