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CUTLASS 2.10 (#615)

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Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
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ANIKET SHIVAM
2022-09-03 15:48:46 -07:00
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parent ca23ff7924
commit b72cbf957d
289 changed files with 43708 additions and 2513 deletions
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tools/library/scripts/pycutlass/src/cpp/include/conv/host.h Normal file
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/***************************************************************************************************
* Copyright (c) 2017 - 2022 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
* SPDX-License-Identifier: BSD-3-Clause
*
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 1. Redistributions of source code must retain the above copyright notice, this
* list of conditions and the following disclaimer.
*
* 2. Redistributions in binary form must reproduce the above copyright notice,
* this list of conditions and the following disclaimer in the documentation
* and/or other materials provided with the distribution.
*
* 3. Neither the name of the copyright holder nor the names of its
* contributors may be used to endorse or promote products derived from
* this software without specific prior written permission.
*
* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*
**************************************************************************************************/
/* \file
\brief Bind conv host helpers to python
*/
#pragma once
#include <pybind11/pybind11.h>
#include <pybind11/stl_bind.h>
#include "cutlass/util/host_reorder.h"
#include "cutlass/layout/tensor.h"
namespace py = pybind11;
void bind_conv_host_helper(py::module &m) {
/// reorder operand B for interleaved layout
m.def("reorder_convK", [](
cutlass::TensorRef<int8_t, cutlass::layout::TensorCxRSKx<32>> dest,
cutlass::TensorRef<int8_t, cutlass::layout::TensorCxRSKx<32>> src,
cutlass::conv::Operator conv_op, const cutlass::conv::Conv2dProblemSize & problem_size) {
cutlass::gemm::GemmCoord implicit_problem_size = cutlass::conv::implicit_gemm_problem_size(conv_op, problem_size);
cutlass::reorder_convK<32>(dest, src, implicit_problem_size);
});
}