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* convnd_fwd fp16 example * update example * update example * update instance * updating refernce conv * update reference conv * update conv fwd profiler * update conv 1d and 3d instance * update include path * clean * update profiler for conv bwd data and weight * update conv bwd weight * clean * update conv example * update profiler for conv bwd weight * update ckprofiler for conv bwd data * fix reference conv bwd data bug; update conv bwd data test * update examples * fix initialization issue * update test for conv fwd * clean * clean * remove test case too sensitive to error threshhold * fix test * clean * fix build * adding conv multiple d * adding conv multiple D * add matrix padder * add gemm padding to convnd * adding group conv * update gemm multi-d * refactor * refactor * refactor * clean * clean * refactor * refactor * reorg * add ds * add bias * clean * add G * adding group * adding group * adding group * update Tensor * clean * update example * update DeviceGemmMultipleD_Xdl_CShuffle * update conv bwd-data and bwd-weight * upate contraction example * update gemm and batch gemm with e permute * fix example build * instance for grouped conv1d * update example * adding group conv instance * update gemm bilinear instance * update gemm+add+add+fastgelu instance * update profiler * update profiler * update test * update test and client example * clean * add grouped conv into profiler * update profiler * clean * add test grouped conv, update all conv test to gtest * update test
42 lines
1.0 KiB
C++
42 lines
1.0 KiB
C++
// SPDX-License-Identifier: MIT
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// Copyright (c) 2018-2022, Advanced Micro Devices, Inc. All rights reserved.
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#pragma once
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#include <cstdlib>
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#include <iostream>
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#include <vector>
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#include <iterator>
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#include "ck/tensor_description/tensor_descriptor.hpp"
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template <typename T>
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std::ostream& operator<<(std::ostream& os, const std::vector<T>& v)
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{
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std::copy(std::begin(v), std::end(v), std::ostream_iterator<T>(os, " "));
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return os;
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}
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template <typename T, std::size_t N>
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std::ostream& operator<<(std::ostream& os, const std::array<T, N>& v)
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{
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std::copy(std::begin(v), std::end(v), std::ostream_iterator<T>(os, " "));
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return os;
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}
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template <typename... Ts>
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std::ostream& operator<<(std::ostream& os, const ck::TensorDescriptor<Ts...>& desc)
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{
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constexpr ck::index_t nDim = ck::remove_cvref_t<decltype(desc)>::GetNumOfDimension();
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os << "{";
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ck::static_for<0, nDim - 1, 1>{}([&](auto i) { os << desc.GetLength(i) << ", "; });
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os << desc.GetLength(ck::Number<nDim - 1>{});
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os << "}";
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return os;
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}
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