text stringlengths 27 947k | id stringlengths 18 126 | metadata dict | __index_level_0__ int64 0 80 |
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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/core/numeric_conversion.cu/0 | {
"file_path": "cutlass/test/unit/core/numeric_conversion.cu",
"repo_id": "cutlass",
"token_count": 8188
} | 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... | cutlass/test/unit/epilogue/threadblock/epilogue_volta_tensor_op.cu/0 | {
"file_path": "cutlass/test/unit/epilogue/threadblock/epilogue_volta_tensor_op.cu",
"repo_id": "cutlass",
"token_count": 27577
} | 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... | cutlass/test/unit/gemm/device/testbed_rank2k_universal.h/0 | {
"file_path": "cutlass/test/unit/gemm/device/testbed_rank2k_universal.h",
"repo_id": "cutlass",
"token_count": 8644
} | 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/threadblock/mma_pipelined_simt.cu/0 | {
"file_path": "cutlass/test/unit/gemm/threadblock/mma_pipelined_simt.cu",
"repo_id": "cutlass",
"token_count": 25788
} | 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/layout/tensor.cu/0 | {
"file_path": "cutlass/test/unit/layout/tensor.cu",
"repo_id": "cutlass",
"token_count": 2305
} | 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... | cutlass/test/unit/pipeline/pipeline_tma_async.cu/0 | {
"file_path": "cutlass/test/unit/pipeline/pipeline_tma_async.cu",
"repo_id": "cutlass",
"token_count": 5494
} | 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/tools/library/include/cutlass/library/manifest.h/0 | {
"file_path": "cutlass/tools/library/include/cutlass/library/manifest.h",
"repo_id": "cutlass",
"token_count": 964
} | 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/tools/profiler/src/problem_space.cpp/0 | {
"file_path": "cutlass/tools/profiler/src/problem_space.cpp",
"repo_id": "cutlass",
"token_count": 13631
} | 62 |
/******************************************************************************
* 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... | cutlass/tools/util/include/cutlass/util/device_nhwc_padding.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/device_nhwc_padding.h",
"repo_id": "cutlass",
"token_count": 5398
} | 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/util/include/cutlass/util/reference/detail/inner_product.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/reference/detail/inner_product.h",
"repo_id": "cutlass",
"token_count": 1468
} | 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/util/include/cutlass/util/reference/device/thread/gemm.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/reference/device/thread/gemm.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... | cutlass/examples/03_visualize_layout/register_layout.cu/0 | {
"file_path": "cutlass/examples/03_visualize_layout/register_layout.cu",
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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/13_two_tensor_op_fusion/kernel/b2b_gemm.h/0 | {
"file_path": "cutlass/examples/13_two_tensor_op_fusion/kernel/b2b_gemm.h",
"repo_id": "cutlass",
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} | 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... | cutlass/examples/16_ampere_tensorop_conv2dfprop/ampere_tensorop_conv2dfprop.cu/0 | {
"file_path": "cutlass/examples/16_ampere_tensorop_conv2dfprop/ampere_tensorop_conv2dfprop.cu",
"repo_id": "cutlass",
"token_count": 10130
} | 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 p... | cutlass/examples/24_gemm_grouped/gemm_grouped.cu/0 | {
"file_path": "cutlass/examples/24_gemm_grouped/gemm_grouped.cu",
"repo_id": "cutlass",
"token_count": 20904
} | 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... | cutlass/examples/41_fused_multi_head_attention/debug_utils.h/0 | {
"file_path": "cutlass/examples/41_fused_multi_head_attention/debug_utils.h",
"repo_id": "cutlass",
"token_count": 7526
} | 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/41_fused_multi_head_attention/gemm/mma_accum_lambda_iterator.h/0 | {
"file_path": "cutlass/examples/41_fused_multi_head_attention/gemm/mma_accum_lambda_iterator.h",
"repo_id": "cutlass",
"token_count": 6214
} | 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 permitt... | cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_sample.py/0 | {
"file_path": "cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_sample.py",
"repo_id": "cutlass",
"token_count": 5946
} | 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/45_dual_gemm/thread/left_silu_and_mul.h/0 | {
"file_path": "cutlass/examples/45_dual_gemm/thread/left_silu_and_mul.h",
"repo_id": "cutlass",
"token_count": 1804
} | 11 |
This example shows how to do mixed types GEMMs in CUTLASS.
## High level overview
This example shows how to perform GEMMs on Hopper when A and B have different types. This implementation always passes the type with fewer bits through the register file and upcasts to the type with the higher bit count.
When relying o... | cutlass/examples/55_hopper_mixed_dtype_gemm/README.md/0 | {
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"repo_id": "cutlass",
"token_count": 665
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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/common/helper.h/0 | {
"file_path": "cutlass/examples/common/helper.h",
"repo_id": "cutlass",
"token_count": 2059
} | 13 |
/***************************************************************************************************
* 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/cute/algorithm/cooperative_copy.hpp/0 | {
"file_path": "cutlass/include/cute/algorithm/cooperative_copy.hpp",
"repo_id": "cutlass",
"token_count": 3756
} | 14 |
/***************************************************************************************************
* 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/arch/copy_sm90_desc.hpp/0 | {
"file_path": "cutlass/include/cute/arch/copy_sm90_desc.hpp",
"repo_id": "cutlass",
"token_count": 5497
} | 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... | cutlass/include/cute/container/array_subbyte.hpp/0 | {
"file_path": "cutlass/include/cute/container/array_subbyte.hpp",
"repo_id": "cutlass",
"token_count": 6841
} | 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... | cutlass/include/cutlass/arch/barrier.h/0 | {
"file_path": "cutlass/include/cutlass/arch/barrier.h",
"repo_id": "cutlass",
"token_count": 7747
} | 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... | cutlass/include/cutlass/cluster_launch.hpp/0 | {
"file_path": "cutlass/include/cutlass/cluster_launch.hpp",
"repo_id": "cutlass",
"token_count": 3699
} | 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... | cutlass/include/cutlass/conv/device/implicit_gemm_convolution_fusion.h/0 | {
"file_path": "cutlass/include/cutlass/conv/device/implicit_gemm_convolution_fusion.h",
"repo_id": "cutlass",
"token_count": 3362
} | 19 |
/***************************************************************************************************
* 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_filter_tile_access_iterator_optimized.h/0 | {
"file_path": "cutlass/include/cutlass/conv/threadblock/conv2d_dgrad_filter_tile_access_iterator_optimized.h",
"repo_id": "cutlass",
"token_count": 7198
} | 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... | cutlass/include/cutlass/coord.h/0 | {
"file_path": "cutlass/include/cutlass/coord.h",
"repo_id": "cutlass",
"token_count": 4608
} | 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/cutlass/epilogue/collective/epilogue_tensor_broadcast.hpp/0 | {
"file_path": "cutlass/include/cutlass/epilogue/collective/epilogue_tensor_broadcast.hpp",
"repo_id": "cutlass",
"token_count": 4602
} | 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/epilogue/thread/linear_combination_bias_elementwise.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/thread/linear_combination_bias_elementwise.h",
"repo_id": "cutlass",
"token_count": 4484
} | 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/epilogue/threadblock/default_epilogue_wmma_tensor_op.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/default_epilogue_wmma_tensor_op.h",
"repo_id": "cutlass",
"token_count": 1811
} | 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/epilogue/threadblock/epilogue_with_absmax.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/epilogue_with_absmax.h",
"repo_id": "cutlass",
"token_count": 12927
} | 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/epilogue/threadblock/predicated_tile_iterator_affine_layout_params.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/predicated_tile_iterator_affine_layout_params.h",
"repo_id": "cutlass",
"token_count": 2047
} | 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/epilogue/warp/simt_policy.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/warp/simt_policy.h",
"repo_id": "cutlass",
"token_count": 1339
} | 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/gemm/kernel/default_rank_2k_universal.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/default_rank_2k_universal.h",
"repo_id": "cutlass",
"token_count": 3345
} | 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/gemm/kernel/gemm_with_k_reduction.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/kernel/gemm_with_k_reduction.h",
"repo_id": "cutlass",
"token_count": 10014
} | 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/gemm/thread/mma_sm50.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/thread/mma_sm50.h",
"repo_id": "cutlass",
"token_count": 6595
} | 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/threadblock/mma_layernorm_mainloop_fusion_multistage.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/threadblock/mma_layernorm_mainloop_fusion_multistage.h",
"repo_id": "cutlass",
"token_count": 13560
} | 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/warp/default_mma_tensor_op_sm80.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/warp/default_mma_tensor_op_sm80.h",
"repo_id": "cutlass",
"token_count": 4025
} | 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/gemm/warp/mma_tensor_op.h/0 | {
"file_path": "cutlass/include/cutlass/gemm/warp/mma_tensor_op.h",
"repo_id": "cutlass",
"token_count": 5215
} | 33 |
/***************************************************************************************************
* 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_coord.h/0 | {
"file_path": "cutlass/include/cutlass/gemm_coord.h",
"repo_id": "cutlass",
"token_count": 3582
} | 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... | cutlass/include/cutlass/matrix.h/0 | {
"file_path": "cutlass/include/cutlass/matrix.h",
"repo_id": "cutlass",
"token_count": 169298
} | 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/reduction/device/tensor_reduce_affine_strided.h/0 | {
"file_path": "cutlass/include/cutlass/reduction/device/tensor_reduce_affine_strided.h",
"repo_id": "cutlass",
"token_count": 4123
} | 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/tfloat32.h/0 | {
"file_path": "cutlass/include/cutlass/tfloat32.h",
"repo_id": "cutlass",
"token_count": 4661
} | 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/transform/warp/vector_fragment_iterator.h/0 | {
"file_path": "cutlass/include/cutlass/transform/warp/vector_fragment_iterator.h",
"repo_id": "cutlass",
"token_count": 2738
} | 38 |
# CuTe TMA Tensors
Along your travels, you may find strange looking CuTe Tensors that are printed as something like
```
ArithTuple(0,_0,_0,_0) o ((_128,_64),2,3,1):((_1@0,_1@1),_64@1,_1@2,_1@3)
```
What is an `ArithTuple`? Are those tensor strides? What do those mean? What is this for?
This documentation intends to a... | cutlass/media/docs/cute/0z_tma_tensors.md/0 | {
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[README](../../README.md#documentation) > **Terminology**
# CUTLASS Terminology
**cute::Layout**: A `cute::Layout` vocabulary type composed of the hierarchical `cute::Shape` and `cute::Stride`
tuples that is used throughout CUTLASS 3.... | cutlass/media/docs/terminology.md/0 | {
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"repo_id": "cutlass",
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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/library.py/0 | {
"file_path": "cutlass/python/cutlass/backend/library.py",
"repo_id": "cutlass",
"token_count": 6615
} | 41 |
#################################################################################################
#
# 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/gemm.py/0 | {
"file_path": "cutlass/python/cutlass/op/gemm.py",
"repo_id": "cutlass",
"token_count": 12897
} | 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... | cutlass/python/cutlass_library/manifest.py/0 | {
"file_path": "cutlass/python/cutlass_library/manifest.py",
"repo_id": "cutlass",
"token_count": 11132
} | 43 |
/* Copy buttons */
button.copybtn {
position: absolute;
display: flex;
top: .3em;
right: .3em;
width: 1.7em;
height: 1.7em;
opacity: 0;
transition: opacity 0.3s, border .3s, background-color .3s;
user-select: none;
padding: 0;
border: none;
outline: none;
border-radius: ... | cutlass/python/docs/_static/copybutton.css/0 | {
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{
"path": "./../../../../examples/python/00_basic_gemm.ipynb"
}
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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... | cutlass/test/python/cutlass/conv2d/conv2d_problem_sizes.py/0 | {
"file_path": "cutlass/test/python/cutlass/conv2d/conv2d_problem_sizes.py",
"repo_id": "cutlass",
"token_count": 9922
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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/conv/device/conv2d_with_broadcast_testbed.h/0 | {
"file_path": "cutlass/test/unit/conv/device/conv2d_with_broadcast_testbed.h",
"repo_id": "cutlass",
"token_count": 10107
} | 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 p... | cutlass/test/unit/conv/device_3x/testbed_conv.hpp/0 | {
"file_path": "cutlass/test/unit/conv/device_3x/testbed_conv.hpp",
"repo_id": "cutlass",
"token_count": 8056
} | 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... | cutlass/test/unit/core/matrix.cu/0 | {
"file_path": "cutlass/test/unit/core/matrix.cu",
"repo_id": "cutlass",
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} | 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... | cutlass/test/unit/cute/ampere/tiled_cp_async_testbed.hpp/0 | {
"file_path": "cutlass/test/unit/cute/ampere/tiled_cp_async_testbed.hpp",
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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/cute/hopper/tma_store.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... | cutlass/test/unit/gemm/device/default_gemm_configuration.hpp/0 | {
"file_path": "cutlass/test/unit/gemm/device/default_gemm_configuration.hpp",
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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... | cutlass/test/unit/gemm/device/sm90_gemm_f16_f16_f16_tensor_op_f32_cooperative_stream_k.cu/0 | {
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"repo_id": "cutlass",
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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/gemm/kernel/testbed_gemv.h/0 | {
"file_path": "cutlass/test/unit/gemm/kernel/testbed_gemv.h",
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} | 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/gemm/warp/gemm_complex_sm80.cu/0 | {
"file_path": "cutlass/test/unit/gemm/warp/gemm_complex_sm80.cu",
"repo_id": "cutlass",
"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... | cutlass/test/unit/reduction/thread/testbed.h/0 | {
"file_path": "cutlass/test/unit/reduction/thread/testbed.h",
"repo_id": "cutlass",
"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... | cutlass/tools/library/include/cutlass/library/handle.h/0 | {
"file_path": "cutlass/tools/library/include/cutlass/library/handle.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... | cutlass/tools/library/src/rank_2k_operation.h/0 | {
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} | 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/tools/profiler/include/cutlass/profiler/cudnn_helpers.h/0 | {
"file_path": "cutlass/tools/profiler/include/cutlass/profiler/cudnn_helpers.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... | cutlass/tools/profiler/src/performance_report.cpp/0 | {
"file_path": "cutlass/tools/profiler/src/performance_report.cpp",
"repo_id": "cutlass",
"token_count": 5270
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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... | cutlass/tools/util/include/cutlass/util/device_memory.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/device_memory.h",
"repo_id": "cutlass",
"token_count": 3264
} | 61 |
/***************************************************************************************************
* 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/packed_stride.hpp/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/packed_stride.hpp",
"repo_id": "cutlass",
"token_count": 7277
} | 62 |
/***************************************************************************************************
* 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/tensor_reduce.h/0 | {
"file_path": "cutlass/tools/util/include/cutlass/util/reference/device/tensor_reduce.h",
"repo_id": "cutlass",
"token_count": 5189
} | 63 |
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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.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/examples/11_planar_complex_array/planar_complex_array.cu/0 | {
"file_path": "cutlass/examples/11_planar_complex_array/planar_complex_array.cu",
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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/13_two_tensor_op_fusion/kernel/default_b2b_conv2d_fprop.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/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_multistage.h/0 | {
"file_path": "cutlass/examples/13_two_tensor_op_fusion/threadblock/b2b_mma_multistage.h",
"repo_id": "cutlass",
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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/33_ampere_3xtf32_tensorop_symm/ampere_3xtf32_tensorop_symm.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... | cutlass/examples/39_gemm_permute/gemm_permute.cu/0 | {
"file_path": "cutlass/examples/39_gemm_permute/gemm_permute.cu",
"repo_id": "cutlass",
"token_count": 19068
} | 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/41_fused_multi_head_attention/epilogue/epilogue_rescale_output.h/0 | {
"file_path": "cutlass/examples/41_fused_multi_head_attention/epilogue/epilogue_rescale_output.h",
"repo_id": "cutlass",
"token_count": 2907
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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/41_fused_multi_head_attention/iterators/default_warp_iterator_from_smem.h/0 | {
"file_path": "cutlass/examples/41_fused_multi_head_attention/iterators/default_warp_iterator_from_smem.h",
"repo_id": "cutlass",
"token_count": 1962
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{
"0": {
"A_tp": "fp16", "B_tp": "fp16", "C_tp": "fp16", "Acc_tp": "fp16",
"A_format": "Row", "B_format": "Col", "C_format": "Row",
"mnk": [15000, 256, 32],
"epilogue": {
"tp": "LeakyRelu",
"bias": {"addbias": false, "bias_tp": "mat"},
"args": [["f... | cutlass/examples/44_multi_gemm_ir_and_codegen/config.json/0 | {
"file_path": "cutlass/examples/44_multi_gemm_ir_and_codegen/config.json",
"repo_id": "cutlass",
"token_count": 658
} | 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 permitt... | cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_verify.py/0 | {
"file_path": "cutlass/examples/44_multi_gemm_ir_and_codegen/ir_gen/gen_verify.py",
"repo_id": "cutlass",
"token_count": 1431
} | 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/45_dual_gemm/threadblock/dual_mma_multistage.h/0 | {
"file_path": "cutlass/examples/45_dual_gemm/threadblock/dual_mma_multistage.h",
"repo_id": "cutlass",
"token_count": 13243
} | 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 p... | cutlass/examples/cute/tutorial/sgemm_1.cu/0 | {
"file_path": "cutlass/examples/cute/tutorial/sgemm_1.cu",
"repo_id": "cutlass",
"token_count": 8242
} | 14 |
/***************************************************************************************************
* 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/tuple.hpp/0 | {
"file_path": "cutlass/include/cute/container/tuple.hpp",
"repo_id": "cutlass",
"token_count": 8428
} | 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... | cutlass/include/cute/pointer_flagged.hpp/0 | {
"file_path": "cutlass/include/cute/pointer_flagged.hpp",
"repo_id": "cutlass",
"token_count": 1960
} | 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/include/cutlass/arch/memory_sm75.h/0 | {
"file_path": "cutlass/include/cutlass/arch/memory_sm75.h",
"repo_id": "cutlass",
"token_count": 2780
} | 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/include/cutlass/conv/collective/builders/sm90_common.inl/0 | {
"file_path": "cutlass/include/cutlass/conv/collective/builders/sm90_common.inl",
"repo_id": "cutlass",
"token_count": 1192
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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/conv/kernel/default_conv2d.h/0 | {
"file_path": "cutlass/include/cutlass/conv/kernel/default_conv2d.h",
"repo_id": "cutlass",
"token_count": 2756
} | 19 |
/***************************************************************************************************
* 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_output_gradient_tile_access_iterator_analytic.h/0 | {
"file_path": "cutlass/include/cutlass/conv/threadblock/conv3d_dgrad_output_gradient_tile_access_iterator_analytic.h",
"repo_id": "cutlass",
"token_count": 3703
} | 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... | cutlass/include/cutlass/cutlass.h/0 | {
"file_path": "cutlass/include/cutlass/cutlass.h",
"repo_id": "cutlass",
"token_count": 1922
} | 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/cutlass/epilogue/collective/sm90_epilogue_tma_warpspecialized_bias_elementwise.hpp/0 | {
"file_path": "cutlass/include/cutlass/epilogue/collective/sm90_epilogue_tma_warpspecialized_bias_elementwise.hpp",
"repo_id": "cutlass",
"token_count": 1858
} | 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/epilogue/thread/reduction_op.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/thread/reduction_op.h",
"repo_id": "cutlass",
"token_count": 925
} | 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/epilogue/threadblock/default_thread_map_volta_tensor_op.h/0 | {
"file_path": "cutlass/include/cutlass/epilogue/threadblock/default_thread_map_volta_tensor_op.h",
"repo_id": "cutlass",
"token_count": 2469
} | 24 |
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