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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
*
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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/fused_two_convs_f16_sm75_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
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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/37_gemm_layernorm_gemm_fusion/gemm_with_layernorm.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/42_ampere_tensorop_group_conv/ampere_tensorop_group_conv.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
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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/51_hopper_gett/51_hopper_gett.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/common/gather_tensor.hpp/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... | include/cute/arch/copy_sm90.hpp/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... | include/cute/atom/copy_traits_sm80.hpp/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... | include/cute/numeric/numeric_types.hpp/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... | include/cutlass/arch/mma_sparse_sm89.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/block_striped.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/conv/device/implicit_gemm_convolution.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/conv/threadblock/conv2d_dgrad_filter_tile_access_iterator_analytic.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/conv/threadblock/conv2d_wgrad_output_gradient_tile_access_iterator_analytic.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/conv/threadblock/depthwise_fprop_activation_tile_access_iterator_direct_conv_fixed_stride_dilation.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/conv/warp/scale_bias_relu_transform.h/0 | {
"file_path": "include/cutlass/conv/warp/scale_bias_relu_transform.h",
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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/epilogue/collective/detail.hpp/0 | {
"file_path": "include/cutlass/epilogue/collective/detail.hpp",
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"token_count": 3466
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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/epilogue/thread/linear_combination.h/0 | {
"file_path": "include/cutlass/epilogue/thread/linear_combination.h",
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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/epilogue/threadblock/default_epilogue_with_reduction.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/epilogue/threadblock/epilogue_visitor_with_softmax.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/epilogue/threadblock/predicated_tile_iterator_affine.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/predicated_tile_iterator_affine.h",
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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/epilogue/warp/fragment_iterator_wmma_tensor_op.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/gemm/kernel/default_rank_2k_grouped.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/gemm/kernel/gemm_grouped_problem_visitor.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/gemm/kernel/gemm_with_fused_epilogue.h/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... | include/cutlass/gemm/kernel/sm90_gemm_tma_warpspecialized_cooperative.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... | include/cutlass/gemm/warp/default_mma_tensor_op.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/gemm/warp/mma_sparse_tensor_op.h/0 | {
"file_path": "include/cutlass/gemm/warp/mma_sparse_tensor_op.h",
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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/gemm/warp/tile_iterator_planar_complex.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/reduction/device/tensor_reduce_affine_contiguous.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_view_planar_complex.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/predicated_tile_access_iterator_triangular_matrix.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/vector_iterator.h/0 | {
"file_path": "include/cutlass/transform/threadblock/vector_iterator.h",
"repo_id": "include",
"token_count": 1488
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# Predication: What to do when tiling isn't perfect
The [GEMM tutorial](./0x_gemm_tutorial.md) shows how
we compute a matrix-matrix multiply
by iterating over tiles of the input matrices and output matrix.
The examples all assume that the tiles fit evenly into the matrices,
with no remainder.
What do we do if this is ... | media/docs/cute/0y_predication.md/0 | {
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[README](../../README.md#documentation) > **Quick Start**
# Quickstart
## Prerequisites
CUTLASS requires:
- NVIDIA CUDA Toolkit (11.4 or later required, [12.0](https://developer.nvidia.com/cuda-toolkit) recommended)
- CMake 3.1... | media/docs/quickstart.md/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 permitt... | python/cutlass/backend/evt/backend/emitter_base.py/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 permitt... | python/cutlass/backend/evt/ir/store_nodes.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 permitt... | python/cutlass/backend/gemm_operation.py/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 permitt... | python/cutlass/op/conv.py/0 | {
"file_path": "python/cutlass/op/conv.py",
"repo_id": "python",
"token_count": 18073
} | 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 permitt... | python/cutlass_library/library.py/0 | {
"file_path": "python/cutlass_library/library.py",
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<svg xmlns="http://www.w3.org/2000/svg" class="icon icon-tabler icon-tabler-copy" width="44" height="44" viewBox="0 0 24 24" stroke-width="1.5" stroke="#000000" fill="none" stroke-linecap="round" stroke-linejoin="round">
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Examples
==================
.. toctree::
:maxdepth: 5
Basic GEMM <externals/00_basic_gemm.nblink>
Epilogue <externals/01_epilogue.nblink>
PyTorch Extension <externals/02_pytorch_extension_grouped_gemm.nblink>
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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... | test/unit/conv/device/conv2d_with_absmax_testbed.h/0 | {
"file_path": "test/unit/conv/device/conv2d_with_absmax_testbed.h",
"repo_id": "test",
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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/ampere/tiled_cp_async.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/hopper/tma_mcast_load_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/gemm/device/testbed_grouped_scheduler.h/0 | {
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"token_count": 5660
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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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"repo_id": "test",
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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 | {
"file_path": "test/unit/gemm/threadblock/mma_multistage_sparse_testbed.h",
"repo_id": "test",
"token_count": 6933
} | 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/nvrtc/thread/testbed.h/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... | tools/library/include/cutlass/library/descriptions.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/operation_table.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... | tools/profiler/include/cutlass/profiler/cublas_helpers.h/0 | {
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"repo_id": "tools",
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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/src/options.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 permitted provided tha... | tools/util/include/cutlass/util/device_layernorm.h/0 | {
"file_path": "tools/util/include/cutlass/util/device_layernorm.h",
"repo_id": "tools",
"token_count": 10256
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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_foreach.h/0 | {
"file_path": "tools/util/include/cutlass/util/reference/device/tensor_foreach.h",
"repo_id": "tools",
"token_count": 1633
} | 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/host/tensor_compare.h/0 | {
"file_path": "tools/util/include/cutlass/util/reference/host/tensor_compare.h",
"repo_id": "tools",
"token_count": 3690
} | 59 |
[README](./README.md#documentation) > **Contributors**
# CUTLASS Developers and Contributors
This is the official list of CUTLASS developers and contributors.
## DEVELOPERS
Vijay Thakkar<br />
Pradeep Ramani<br />
Cris Cecka<br />
Aniket Sh... | CONTRIBUTORS.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 p... | examples/13_two_tensor_op_fusion/test_run.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/22_quaternion_conv/quaternion_conv.cu/0 | {
"file_path": "examples/22_quaternion_conv/quaternion_conv.cu",
"repo_id": "examples",
"token_count": 8258
} | 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... | examples/30_wgrad_split_k/30_wgrad_split_k.cu/0 | {
"file_path": "examples/30_wgrad_split_k/30_wgrad_split_k.cu",
"repo_id": "examples",
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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/gemm/custom_mma_base.h/0 | {
"file_path": "examples/41_fused_multi_head_attention/gemm/custom_mma_base.h",
"repo_id": "examples",
"token_count": 1908
} | 13 |
#################################################################################################
#
# 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... | examples/41_fused_multi_head_attention/piped_subprocess.py/0 | {
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<jupyter_start><jupyter_text>Example of using epilogue visitor 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 through CUTLASS Epilogue Visitor.[](https://colab.research.google.com/github/NVIDIA/... | examples/python/04_epilogue_visitor.ipynb/0 | {
"file_path": "examples/python/04_epilogue_visitor.ipynb",
"repo_id": "examples",
"token_count": 1999
} | 15 |
/***************************************************************************************************
* 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/atom/copy_traits.hpp/0 | {
"file_path": "include/cute/atom/copy_traits.hpp",
"repo_id": "include",
"token_count": 1984
} | 16 |
/***************************************************************************************************
* 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/config.hpp/0 | {
"file_path": "include/cute/config.hpp",
"repo_id": "include",
"token_count": 1930
} | 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... | include/cute/numeric/integral_constant.hpp/0 | {
"file_path": "include/cute/numeric/integral_constant.hpp",
"repo_id": "include",
"token_count": 6699
} | 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... | include/cute/util/print.hpp/0 | {
"file_path": "include/cute/util/print.hpp",
"repo_id": "include",
"token_count": 1621
} | 19 |
/***************************************************************************************************
* 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... | include/cutlass/arch/mma_sm89.h/0 | {
"file_path": "include/cutlass/arch/mma_sm89.h",
"repo_id": "include",
"token_count": 4621
} | 20 |
/***************************************************************************************************
* 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/bfloat16.h/0 | {
"file_path": "include/cutlass/bfloat16.h",
"repo_id": "include",
"token_count": 5124
} | 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/conv/convolution.h/0 | {
"file_path": "include/cutlass/conv/convolution.h",
"repo_id": "include",
"token_count": 2239
} | 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/conv/threadblock/conv2d_tile_iterator.h/0 | {
"file_path": "include/cutlass/conv/threadblock/conv2d_tile_iterator.h",
"repo_id": "include",
"token_count": 3649
} | 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/conv/threadblock/conv3d_wgrad_output_gradient_tile_access_iterator_analytic.h/0 | {
"file_path": "include/cutlass/conv/threadblock/conv3d_wgrad_output_gradient_tile_access_iterator_analytic.h",
"repo_id": "include",
"token_count": 2871
} | 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/conv/threadblock/threadblock_swizzle.h/0 | {
"file_path": "include/cutlass/conv/threadblock/threadblock_swizzle.h",
"repo_id": "include",
"token_count": 2604
} | 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/thread/activation.h/0 | {
"file_path": "include/cutlass/epilogue/thread/activation.h",
"repo_id": "include",
"token_count": 7230
} | 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... | include/cutlass/epilogue/thread/linear_combination_relu.h/0 | {
"file_path": "include/cutlass/epilogue/thread/linear_combination_relu.h",
"repo_id": "include",
"token_count": 6857
} | 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/epilogue/threadblock/default_epilogue_volta_tensor_op.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/default_epilogue_volta_tensor_op.h",
"repo_id": "include",
"token_count": 3440
} | 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/epilogue/threadblock/epilogue_planar_complex.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/epilogue_planar_complex.h",
"repo_id": "include",
"token_count": 4937
} | 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/epilogue/threadblock/output_iterator_parameter.h/0 | {
"file_path": "include/cutlass/epilogue/threadblock/output_iterator_parameter.h",
"repo_id": "include",
"token_count": 2284
} | 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... | include/cutlass/epilogue/warp/fragment_iterator_simt.h/0 | {
"file_path": "include/cutlass/epilogue/warp/fragment_iterator_simt.h",
"repo_id": "include",
"token_count": 1642
} | 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... | include/cutlass/functional.h/0 | {
"file_path": "include/cutlass/functional.h",
"repo_id": "include",
"token_count": 6596
} | 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... | include/cutlass/gemm/device/base_grouped.h/0 | {
"file_path": "include/cutlass/gemm/device/base_grouped.h",
"repo_id": "include",
"token_count": 6242
} | 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/kernel/default_gemv.h/0 | {
"file_path": "include/cutlass/gemm/kernel/default_gemv.h",
"repo_id": "include",
"token_count": 1557
} | 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/kernel/gemm_array.h/0 | {
"file_path": "include/cutlass/gemm/kernel/gemm_array.h",
"repo_id": "include",
"token_count": 3219
} | 35 |
/***************************************************************************************************
* 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
} | 36 |
/***************************************************************************************************
* 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": 13400
} | 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... | include/cutlass/gemm/kernel/tile_scheduler.hpp/0 | {
"file_path": "include/cutlass/gemm/kernel/tile_scheduler.hpp",
"repo_id": "include",
"token_count": 1192
} | 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/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
} | 39 |
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