66d9cddc83
* New updates. * Minor profiler updates Co-authored-by: Aniket Shivam <ashivam@nvidia.com>
55 lines
2.6 KiB
C++
55 lines
2.6 KiB
C++
/***************************************************************************************************
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* Copyright (c) 2017 - 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
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* SPDX-License-Identifier: BSD-3-Clause
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*
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* Redistribution and use in source and binary forms, with or without
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* modification, are permitted provided that the following conditions are met:
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*
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* 1. Redistributions of source code must retain the above copyright notice, this
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* list of conditions and the following disclaimer.
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*
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* 2. Redistributions in binary form must reproduce the above copyright notice,
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* this list of conditions and the following disclaimer in the documentation
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* and/or other materials provided with the distribution.
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*
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* 3. Neither the name of the copyright holder nor the names of its
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* contributors may be used to endorse or promote products derived from
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* this software without specific prior written permission.
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*
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* THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
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* AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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* IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE
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* DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE
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* FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL
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* DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR
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* SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER
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* CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY,
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* OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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* OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*
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**************************************************************************************************/
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/* \file
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\brief Bind conv host helpers to python
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*/
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#pragma once
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#include <pybind11/pybind11.h>
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#include <pybind11/stl_bind.h>
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#include "cutlass/util/host_reorder.h"
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#include "cutlass/layout/tensor.h"
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namespace py = pybind11;
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void bind_conv_host_helper(py::module &m) {
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/// reorder operand B for interleaved layout
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m.def("reorder_convK", [](
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cutlass::TensorRef<int8_t, cutlass::layout::TensorCxRSKx<32>> dest,
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cutlass::TensorRef<int8_t, cutlass::layout::TensorCxRSKx<32>> src,
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cutlass::conv::Operator conv_op, const cutlass::conv::Conv2dProblemSize & problem_size) {
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cutlass::gemm::GemmCoord implicit_problem_size = cutlass::conv::implicit_gemm_problem_size(conv_op, problem_size);
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cutlass::reorder_convK<32>(dest, src, implicit_problem_size);
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});
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}
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