diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_quint8.cpp')
| -rw-r--r-- | src/core/NEON/kernels/arm_gemm/gemm_quint8.cpp | 36 |
1 files changed, 18 insertions, 18 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_quint8.cpp b/src/core/NEON/kernels/arm_gemm/gemm_quint8.cpp index 079c04ae06..59cd1704ff 100644 --- a/src/core/NEON/kernels/arm_gemm/gemm_quint8.cpp +++ b/src/core/NEON/kernels/arm_gemm/gemm_quint8.cpp @@ -36,51 +36,51 @@ namespace arm_gemm { -static const GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> gemm_quint8_methods[] = +static const GemmImplementation<uint8_t, uint8_t, Requantize32> gemm_quint8_methods[] = { #ifdef __ARM_FEATURE_SVE { GemmMethod::GEMM_HYBRID_QUANTIZED, "smallK_hybrid_u8u32_dot_1VLx8", - [](const GemmArgs &args, const ARequantizeLayer32 &) { return args._Ksize<=64 && !args._trA && args._pretransposed_hint; }, + [](const GemmArgs &args, const Requantize32 &) { return args._Ksize<=64 && !args._trA && args._pretransposed_hint; }, nullptr, - [](const GemmArgs &args, const ARequantizeLayer32 &qp) { return new GemmHybridQuantized<smallK_hybrid_u8u32_dot_1VLx8, uint8_t, uint8_t>(args, qp); } + [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridQuantized<smallK_hybrid_u8u32_dot_1VLx8, uint8_t, uint8_t>(args, qp); } }, { GemmMethod::GEMM_HYBRID_QUANTIZED, "hybrid_u8u32_dot_4VLx4", - [](const GemmArgs &args, const ARequantizeLayer32 &) { return args._Ksize>=16 && !args._trA && !args._trB && args._pretransposed_hint; }, - [](const GemmArgs &args, const ARequantizeLayer32 &) { return ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, - [](const GemmArgs &args, const ARequantizeLayer32 &qp) { return new GemmHybridQuantized<hybrid_u8u32_dot_4VLx4, uint8_t, uint8_t>(args, qp); } + [](const GemmArgs &args, const Requantize32 &) { return args._Ksize>=16 && !args._trA && !args._trB && args._pretransposed_hint; }, + [](const GemmArgs &args, const Requantize32 &) { return ((args._Ksize <= 128) && (args._Nsize <= 128)) || ((args._nmulti > 1) && ((args._Msize / args._maxthreads) < 8)); }, + [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridQuantized<hybrid_u8u32_dot_4VLx4, uint8_t, uint8_t>(args, qp); } }, #endif { GemmMethod::GEMM_HYBRID_QUANTIZED, "smallK_hybrid_u8u32_dot_4x8", - [](const GemmArgs &args, const ARequantizeLayer32 &) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize<=32) && !args._trA && args._pretransposed_hint; }, + [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize<=32) && !args._trA && args._pretransposed_hint; }, nullptr, - [](const GemmArgs &args, const ARequantizeLayer32 &qp) { return new GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x8, uint8_t, uint8_t>(args, qp); } + [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x8, uint8_t, uint8_t>(args, qp); } }, { GemmMethod::GEMM_HYBRID_QUANTIZED, "smallK_hybrid_u8u32_dot_4x6", - [](const GemmArgs &args, const ARequantizeLayer32 &) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize>32) && (args._Ksize<=64) && !args._trA && args._pretransposed_hint; }, + [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_dotprod() && (args._Nsize % 4 == 0) && (args._Ksize>32) && (args._Ksize<=64) && !args._trA && args._pretransposed_hint; }, nullptr, - [](const GemmArgs &args, const ARequantizeLayer32 &qp) { return new GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x6, uint8_t, uint8_t>(args, qp); } + [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridQuantized<smallK_hybrid_u8u32_dot_4x6, uint8_t, uint8_t>(args, qp); } }, { GemmMethod::GEMM_HYBRID_QUANTIZED, "hybrid_u8u32_dot_16x4", - [](const GemmArgs &args, const ARequantizeLayer32 &) { return args._ci->has_dotprod() && args._Ksize>=16 && !args._trA && !args._trB && args._pretransposed_hint; }, - [](const GemmArgs &args, const ARequantizeLayer32 &) { return args._Nsize<=256 && args._Ksize>128; }, - [](const GemmArgs &args, const ARequantizeLayer32 &qp) { return new GemmHybridQuantized<hybrid_u8u32_dot_16x4, uint8_t, uint8_t>(args, qp); } + [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_dotprod() && args._Ksize>=16 && !args._trA && !args._trB && args._pretransposed_hint; }, + [](const GemmArgs &args, const Requantize32 &) { return args._Nsize<=256 && args._Ksize>128; }, + [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridQuantized<hybrid_u8u32_dot_16x4, uint8_t, uint8_t>(args, qp); } }, { GemmMethod::QUANTIZE_WRAPPER, "quantized_wrapper", nullptr, nullptr, - [](const GemmArgs &args, const ARequantizeLayer32 &qp) { return new QuantizeWrapper<uint8_t, uint8_t, uint32_t>(args, qp); } + [](const GemmArgs &args, const Requantize32 &qp) { return new QuantizeWrapper<uint8_t, uint8_t, uint32_t>(args, qp); } }, { GemmMethod::DEFAULT, @@ -92,13 +92,13 @@ static const GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> gemm_quint }; template<> -const GemmImplementation<uint8_t, uint8_t, ARequantizeLayer32> *gemm_implementation_list<uint8_t, uint8_t, ARequantizeLayer32>() { +const GemmImplementation<uint8_t, uint8_t, Requantize32> *gemm_implementation_list<uint8_t, uint8_t, Requantize32>() { return gemm_quint8_methods; } -template UniqueGemmCommon<uint8_t, uint8_t> gemm<uint8_t, uint8_t, ARequantizeLayer32>(const GemmArgs &args, const ARequantizeLayer32 &os); -template KernelDescription get_gemm_method<uint8_t, uint8_t, ARequantizeLayer32>(const GemmArgs &args, const ARequantizeLayer32 &os); -template std::vector<KernelDescription> get_compatible_kernels<uint8_t, uint8_t, ARequantizeLayer32>(const GemmArgs &args, const ARequantizeLayer32 &os); +template UniqueGemmCommon<uint8_t, uint8_t> gemm<uint8_t, uint8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os); +template KernelDescription get_gemm_method<uint8_t, uint8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os); +template std::vector<KernelDescription> get_compatible_kernels<uint8_t, uint8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os); } // namespace arm_gemm |