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authorPablo Tello <pablo.tello@arm.com>2018-02-23 13:43:50 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:49:16 +0000
commiteb82fd2aa786715c3b6a941dc6d6deac4ce8e2a0 (patch)
tree42cca378eed97c07348f28e1ec708d9c7ed531ce /src/core/NEON/kernels/arm_gemm/gemm_native.hpp
parent8df6c452820719d201ee79596cde8445c2071db5 (diff)
downloadComputeLibrary-eb82fd2aa786715c3b6a941dc6d6deac4ce8e2a0.tar.gz
COMPMID-881: RSH new arm_gemm interface.
Change-Id: I1e2a1a77097d8017c274af3f97eba6964f80f5fa Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/122592 Tested-by: Jenkins <bsgcomp@arm.com> Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_native.hpp')
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+/*
+ * Copyright (c) 2017-2018 ARM Limited.
+ *
+ * SPDX-License-Identifier: MIT
+ *
+ * Permission is hereby granted, free of charge, to any person obtaining a copy
+ * of this software and associated documentation files (the "Software"), to
+ * deal in the Software without restriction, including without limitation the
+ * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+ * sell copies of the Software, and to permit persons to whom the Software is
+ * furnished to do so, subject to the following conditions:
+ *
+ * The above copyright notice and this permission notice shall be included in all
+ * copies or substantial portions of the Software.
+ *
+ * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+ * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+ * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+ * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+ * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+ * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+ * SOFTWARE.
+ */
+#pragma once
+
+#include <stdio.h>
+
+#include "arm_gemm.hpp"
+
+#include "mergeresults.hpp"
+#include "profiler.hpp"
+#include "transform.hpp"
+
+namespace arm_gemm
+{
+// Implementation of the GemmCommon abstract class.
+//
+// This is implementation is for native GEMM with no transposition.
+//
+// By default the source data is used in-place, but if type conversion is
+// needed we need to allocate working space (CURRENTLY NOT IMPLEMENTED).
+
+template <typename strategy, typename To, typename Tr>
+class GemmNative : public GemmCommon<To, Tr>
+{
+ typedef typename strategy::operand_type Toi;
+ typedef typename strategy::result_type Tri;
+
+ const unsigned int _Msize;
+ const unsigned int _Nsize;
+ const unsigned int _Ksize;
+
+ Tr _beta;
+
+ const CPUInfo *const _ci;
+
+ unsigned int k_block = 0;
+ unsigned int n_block = 0;
+
+public:
+ GemmNative(GemmNative &) = delete;
+ GemmNative &operator=(GemmNative &) = delete;
+
+ GemmNative(const CPUInfo *ci, const unsigned int M, const unsigned int N, const unsigned int K, const Tr beta)
+ : _Msize(M), _Nsize(N), _Ksize(K), _beta(beta), _ci(ci)
+ {
+ /* For now don't do any blocking. TODO: figure out if we should. */
+ k_block = K;
+ n_block = N;
+ }
+
+ // Window is number of out_height blocks
+ unsigned int get_window_size() const override
+ {
+ return iceildiv(_Msize, strategy::out_height);
+ }
+
+ // Actually execute the GEMM.
+ void execute(unsigned int start, unsigned int end, int) override
+ {
+ profiler prof;
+ strategy strat(_ci);
+
+ unsigned int M_start = start * strategy::out_height;
+ unsigned int M_end = std::min(end * strategy::out_height, _Msize);
+
+ static_assert(std::is_same<To, Toi>::value, "gemm_native: Operand types must be the same.");
+ static_assert(std::is_same<Tr, Tri>::value, "gemm_native: Result types must be the same.");
+
+ for(unsigned int y0 = M_start; y0 < M_end; y0 += strategy::out_height)
+ {
+ unsigned int ymax = std::min(y0 + strategy::out_height, M_end);
+
+ prof(PROFILE_KERNEL, (ymax - y0) * _Nsize * _Ksize, [&](void)
+ {
+ strat.kernel(this->_Aptr + (y0 * this->_lda), this->_lda, this->_Bptr, this->_ldb, this->_Cptr + (y0 * this->_ldc), this->_ldc, _beta, (ymax - y0), _Nsize, _Ksize);
+ });
+ }
+ }
+};
+
+} // namespace arm_gemm