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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_int8.cpp
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_int8.cpp')
-rw-r--r--src/core/NEON/kernels/arm_gemm/gemm_int8.cpp63
1 files changed, 63 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp b/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp
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+++ b/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp
@@ -0,0 +1,63 @@
+/*
+ * 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.
+ */
+#ifdef __aarch64__
+
+#include "arm_gemm.hpp"
+#include "gemm_common.hpp"
+#include "gemm_interleaved.hpp"
+
+#include "kernels/a64_gemm_s16_12x8.hpp"
+#include "kernels/a64_gemm_s8_12x8.hpp"
+#include "kernels/a64_gemm_s8_4x4.hpp"
+
+namespace arm_gemm
+{
+template <>
+UniqueGemmCommon<int8_t, int32_t> gemm<int8_t, int32_t>(const CPUInfo &ci, const unsigned int M, const unsigned int N, const unsigned int K,
+ const bool trA, const bool trB, const int32_t alpha, const int32_t beta,
+ const int maxthreads, const bool pretransposed_hint)
+{
+ if(ci.has_dotprod())
+ {
+ // Dot product supporting CPUs. This family has a special version for A55r1.
+ return UniqueGemmCommon<int8_t, int32_t>(new GemmInterleaved<gemm_s8_12x8, int8_t, int32_t>(&ci, M, N, K, trA, trB, alpha, beta, maxthreads, pretransposed_hint));
+ }
+
+ return UniqueGemmCommon<int8_t, int32_t>(new GemmInterleaved<gemm_s8_4x4, int8_t, int32_t>(&ci, M, N, K, trA, trB, alpha, beta, maxthreads, pretransposed_hint));
+
+ // TODO: There's a better approach for A53, but it doesn't work
+ // well on heterogeneous systems as the required data formats
+ // are different. Figure out how to enable this:
+ // gemm = new GemmInterleaved<gemm_s16_12x8, int8_t, int32_t>(ci, M, N, K, trA, trB);
+}
+
+// Instantiate static class members
+const int gemm_s8_12x8::out_width;
+const int gemm_s8_12x8::out_height;
+const int gemm_s8_4x4::out_width;
+const int gemm_s8_4x4::out_height;
+
+} // namespace arm_gemm
+
+#endif // aarch64