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https://github.com/ROCm/composable_kernel.git
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823657ed12
* tweak conv for odd C * update script * clean up elementwise op * fix build * clean up * added example for gemm+bias+relu+add * added example for gemm+bias+relu * add profiler for gemm_s_shuffle; re-org files * add profiler * fix build * clean up * clean up * clean up * fix build
44 lines
1.3 KiB
C++
44 lines
1.3 KiB
C++
#pragma once
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#include "host_tensor.hpp"
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template <typename AType,
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typename BType,
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typename CType,
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typename AElementwiseOperation,
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typename BElementwiseOperation,
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typename CElementwiseOperation>
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void host_gemm_mk_kn_mn(const Tensor<AType>& a_m_k,
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const Tensor<BType>& b_k_n,
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Tensor<CType>& c_m_n,
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const AElementwiseOperation& a_element_op,
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const BElementwiseOperation& b_element_op,
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const CElementwiseOperation& c_element_op)
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{
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auto f_mk_kn_mn = [&](auto m, auto n) {
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const int K = a_m_k.mDesc.GetLengths()[1];
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float v_acc = 0;
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for(int k = 0; k < K; ++k)
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{
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float v_a;
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float v_b;
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a_element_op(v_a, static_cast<const float>(a_m_k(m, k)));
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b_element_op(v_b, static_cast<const float>(b_k_n(k, n)));
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v_acc += v_a * v_b;
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}
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float v_c;
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c_element_op(v_c, v_acc);
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c_m_n(m, n) = v_c;
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};
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make_ParallelTensorFunctor(f_mk_kn_mn,
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c_m_n.mDesc.GetLengths()[0],
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c_m_n.mDesc.GetLengths()[1])(std::thread::hardware_concurrency());
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}
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