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-rw-r--r--src/core/NEON/kernels/arm_gemm/gemm_int8.cpp90
1 files changed, 45 insertions, 45 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp b/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp
index 627d8abdb9..34dc8bc341 100644
--- a/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp
+++ b/src/core/NEON/kernels/arm_gemm/gemm_int8.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2018 ARM Limited.
+ * Copyright (c) 2017-2019 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -27,67 +27,67 @@
#include "gemm_common.hpp"
#include "gemm_implementation.hpp"
#include "gemm_interleaved.hpp"
+#include "gemm_native.hpp"
#include "kernels/a64_gemm_s16_12x8.hpp"
#include "kernels/a64_gemm_s8_12x8.hpp"
#include "kernels/a64_gemm_s8_4x4.hpp"
#include "kernels/sve_interleaved_s8s32_dot_3VLx8.hpp"
+#include "kernels/sve_native_s8s32_dot_4VLx4.hpp"
namespace arm_gemm {
+static const GemmImplementation<int8_t, int32_t> gemm_s8_methods[] = {
#ifdef __ARM_FEATURE_SVE
-class GemmImpl_gemm_s8_interleaved_dot : public GemmImplementation<int8_t, int32_t> {
-public:
- UniqueGemmCommon<int8_t, int32_t> instantiate(const GemmArgs<int32_t> &args) override {
- return UniqueGemmCommon<int8_t, int32_t>(new GemmInterleaved<interleaved_s8s32_dot_3VLx8, int8_t, int32_t>(args));
- }
-
- GemmImpl_gemm_s8_interleaved_dot() : GemmImplementation<int8_t, int32_t>(GemmMethod::GEMM_INTERLEAVED_DOT) { }
-};
-#else
-
-class GemmImpl_gemm_s8_interleaved_dot : public GemmImplementation<int8_t, int32_t> {
-public:
- bool is_supported(const GemmArgs<int32_t> &args) override {
- return args._ci->has_dotprod();
- }
-
- UniqueGemmCommon<int8_t, int32_t> instantiate(const GemmArgs<int32_t> &args) override {
- return UniqueGemmCommon<int8_t, int32_t>(new GemmInterleaved<gemm_s8_12x8, int8_t, int32_t>(args));
- }
-
- GemmImpl_gemm_s8_interleaved_dot() : GemmImplementation<int8_t, int32_t>(GemmMethod::GEMM_INTERLEAVED_DOT) { }
-};
-
+{
+ GemmMethod::GEMM_NATIVE,
+ "native_s8s32_dot_4VLx4",
+ [](const GemmArgs<int32_t> &args) { return (args._Ksize>=16 && args._alpha==1 && !args._trA && !args._trB); },
+ [](const GemmArgs<int32_t> &args) { return ((args._Ksize <= 128) && (args._Nsize <= 128)); },
+ [](const GemmArgs<int32_t> &args) { return new GemmNative<native_s8s32_dot_4VLx4, int8_t, int32_t>(args); }
+},
+{
+ GemmMethod::GEMM_INTERLEAVED,
+ "interleaved_s8s32_dot_3VLx8",
+ [](const GemmArgs<int32_t> &args) { return (args._Ksize>4); },
+ nullptr,
+ [](const GemmArgs<int32_t> &args) { return new GemmInterleaved<interleaved_s8s32_dot_3VLx8, int8_t, int32_t>(args); }
+},
#endif
-
-class GemmImpl_gemm_s8_interleaved : public GemmImplementation<int8_t, int32_t> {
-public:
- UniqueGemmCommon<int8_t, int32_t> instantiate(const GemmArgs<int32_t> &args) override {
- return UniqueGemmCommon<int8_t, int32_t>(new GemmInterleaved<gemm_s8_4x4, int8_t, int32_t>(args));
- }
-
- GemmImpl_gemm_s8_interleaved() : GemmImplementation<int8_t, int32_t>(GemmMethod::GEMM_INTERLEAVED) { }
-};
-
-static GemmImpl_gemm_s8_interleaved_dot gemm_s8_interleaved_dot_impl{};
-static GemmImpl_gemm_s8_interleaved gemm_s8_interleaved_impl{};
-
-static std::vector<GemmImplementation<int8_t, int32_t> *> gemm_s8_methods = {
- &gemm_s8_interleaved_dot_impl,
- &gemm_s8_interleaved_impl
+{
+ GemmMethod::GEMM_INTERLEAVED,
+ "gemm_s8_12x8",
+ [](const GemmArgs<int32_t> &args) { return args._ci->has_dotprod(); },
+ nullptr,
+ [](const GemmArgs<int32_t> &args) { return new GemmInterleaved<gemm_s8_12x8, int8_t, int32_t>(args); }
+},
+{
+ GemmMethod::GEMM_INTERLEAVED,
+ "gemm_s8_4x4",
+ nullptr,
+ nullptr,
+ [](const GemmArgs<int32_t> &args) { return new GemmInterleaved<gemm_s8_4x4, int8_t, int32_t>(args); }
+},
+{
+ GemmMethod::DEFAULT,
+ "",
+ nullptr,
+ nullptr,
+ nullptr
+}
};
template<>
-std::vector<GemmImplementation<int8_t, int32_t> *> &gemm_implementation_list<int8_t, int32_t>() {
+const GemmImplementation<int8_t, int32_t> *gemm_implementation_list<int8_t, int32_t>() {
return gemm_s8_methods;
}
/* Explicitly instantiate the external functions for these types. */
-template UniqueGemmCommon<int8_t, int32_t> gemm<int8_t, int32_t>(GemmArgs<int32_t> &args, GemmConfig *cfg);
-template GemmMethod get_gemm_method<int8_t, int32_t>(GemmArgs<int32_t> &args);
-template bool method_is_compatible<int8_t, int32_t>(GemmMethod method, GemmArgs<int32_t> &args);
+template UniqueGemmCommon<int8_t, int32_t> gemm<int8_t, int32_t>(const GemmArgs<int32_t> &args);
+template KernelDescription get_gemm_method<int8_t, int32_t>(const GemmArgs<int32_t> &args);
+template bool method_is_compatible<int8_t, int32_t>(GemmMethod method, const GemmArgs<int32_t> &args);
+template std::vector<std::string> get_compatible_kernels<int8_t, int32_t> (const GemmArgs<int32_t> &args);
} // namespace arm_gemm
-#endif // __aarch64__
+#endif // __aarch64__ \ No newline at end of file