diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_q8_mixed.cpp')
| -rw-r--r-- | src/core/NEON/kernels/arm_gemm/gemm_q8_mixed.cpp | 138 |
1 files changed, 0 insertions, 138 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_q8_mixed.cpp b/src/core/NEON/kernels/arm_gemm/gemm_q8_mixed.cpp deleted file mode 100644 index a48244cb3c..0000000000 --- a/src/core/NEON/kernels/arm_gemm/gemm_q8_mixed.cpp +++ /dev/null @@ -1,138 +0,0 @@ -/* - * Copyright (c) 2024 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 "kernels/a64_hybrid_u8s8qa_dot_4x16.hpp" -#include "kernels/a64_hybrid_u8s8qa_mmla_4x16.hpp" -#include "kernels/a64_hybrid_u8s8s32_dot_6x16.hpp" -#include "kernels/a64_hybrid_u8s8s32_mmla_6x16.hpp" -#include "kernels/a64_interleaved_u8s8s32_mmla_8x12.hpp" - -#ifdef ARM_COMPUTE_ENABLE_SVE -#include "kernels/sve_hybrid_u8s8qa_dot_4x4VL.hpp" -#include "kernels/sve_interleaved_u8s8s32_mmla_8x3VL.hpp" -#include "kernels/sve_hybrid_u8s8s32_mmla_6x4VL.hpp" -#include "kernels/sve_hybrid_u8s8qa_mmla_4x4VL.hpp" -#endif // ARM_COMPUTE_ENABLE_SVE - -#include "gemm_hybrid_indirect.hpp" -#include "gemm_hybrid_quantized.hpp" -#include "gemm_interleaved.hpp" -#include "gemv_pretransposed.hpp" -#include "quantize_wrapper.hpp" -#include "utils.hpp" - -namespace arm_gemm { - -static const GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32> gemm_q8_mixed_methods[] = -{ -#ifdef ARM_COMPUTE_ENABLE_SVE -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_HYBRID, - "sve_hybrid_u8s8qa_mmla_4x4VL", - [](const GemmArgs &args, const Requantize32 &qp) { return quant_hybrid_asymmetric(qp) && args._ci->has_sve2() && args._ci->has_svei8mm(); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_u8s8qa_mmla_4x4VL, uint8_t, int8_t, uint8_t, Requantize32>::estimate_cycles<int8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_u8s8qa_mmla_4x4VL, uint8_t, int8_t, uint8_t, Requantize32>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_INTERLEAVED, - "sve_interleaved_u8s8s32_mmla_8x3VL", - [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_svei8mm() && (args._Ksize>8); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_sve_interleaved_u8s8s32_mmla_8x3VL, uint8_t, int8_t, uint8_t>::estimate_cycles<uint8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_sve_interleaved_u8s8s32_mmla_8x3VL, uint8_t, int8_t, uint8_t>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_INTERLEAVED, - "sve_hybrid_u8s8s32_mmla_6x4VL", - [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_svei8mm(); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_u8s8s32_mmla_6x4VL, uint8_t, int8_t, uint8_t, Requantize32, true>::estimate_cycles<uint8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_u8s8s32_mmla_6x4VL, uint8_t, int8_t, uint8_t, Requantize32, true>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_HYBRID, - "sve_hybrid_u8s8qa_dot_4x4VL", - [](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_sve2() && quant_hybrid_asymmetric(qp); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_sve_hybrid_u8s8qa_dot_4x4VL, uint8_t, int8_t, uint8_t, Requantize32>::estimate_cycles<int8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_sve_hybrid_u8s8qa_dot_4x4VL, uint8_t, int8_t, uint8_t, Requantize32>(args, qp); } -), -#endif // ARM_COMPUTE_ENABLE_SVE -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_HYBRID, - "a64_hybrid_u8s8qa_mmla_4x16", - [](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_i8mm() && quant_hybrid_asymmetric(qp); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_u8s8qa_mmla_4x16, uint8_t, int8_t, uint8_t, Requantize32>::estimate_cycles<int8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_u8s8qa_mmla_4x16, uint8_t, int8_t, uint8_t, Requantize32>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_INTERLEAVED, - "a64_interleaved_u8s8s32_mmla_8x12", - [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_i8mm() && (args._Ksize>8); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmInterleavedQuantized<cls_a64_interleaved_u8s8s32_mmla_8x12, uint8_t, int8_t, uint8_t>::estimate_cycles<uint8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmInterleavedQuantized<cls_a64_interleaved_u8s8s32_mmla_8x12, uint8_t, int8_t, uint8_t>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_INTERLEAVED, - "a64_hybrid_u8s8s32_mmla_6x16", - [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_i8mm(); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_u8s8s32_mmla_6x16, uint8_t, int8_t, uint8_t, Requantize32, true>::estimate_cycles<uint8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_u8s8s32_mmla_6x16, uint8_t, int8_t, uint8_t, Requantize32, true>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_HYBRID, - "a64_hybrid_u8s8qa_dot_4x16", - [](const GemmArgs &args, const Requantize32 &qp) { return args._ci->has_svei8mm() && quant_hybrid_asymmetric(qp); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_u8s8qa_dot_4x16, uint8_t, int8_t, uint8_t, Requantize32>::estimate_cycles<int8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_u8s8qa_dot_4x16, uint8_t, int8_t, uint8_t, Requantize32>(args, qp); } -), -GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32>::with_estimate( - GemmMethod::GEMM_HYBRID, - "a64_hybrid_u8s8s32_dot_6x16", - [](const GemmArgs &args, const Requantize32 &) { return args._ci->has_dotprod() && args._ci->has_i8mm(); }, - [](const GemmArgs &args, const Requantize32 &) { return GemmHybridIndirect<cls_a64_hybrid_u8s8s32_dot_6x16, uint8_t, int8_t, uint8_t, Requantize32, true>::estimate_cycles<uint8_t>(args); }, - [](const GemmArgs &args, const Requantize32 &qp) { return new GemmHybridIndirect<cls_a64_hybrid_u8s8s32_dot_6x16, uint8_t, int8_t, uint8_t, Requantize32, true>(args, qp); } -), -{ - GemmMethod::DEFAULT, - "", - nullptr, - nullptr, - nullptr -} -}; - -template<> -const GemmImplementation<uint8_t, int8_t, uint8_t, Requantize32> *gemm_implementation_list<uint8_t, int8_t, uint8_t, Requantize32>() { - return gemm_q8_mixed_methods; -} - -template UniqueGemmCommon<uint8_t, int8_t, uint8_t> gemm<uint8_t, int8_t, uint8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os); -template bool has_opt_gemm<uint8_t, int8_t, uint8_t, Requantize32>(WeightFormat &weight_format, const GemmArgs &args, const Requantize32 &); -template KernelDescription get_gemm_method<uint8_t, int8_t, uint8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os); -template std::vector<KernelDescription> get_compatible_kernels<uint8_t, int8_t, uint8_t, Requantize32>(const GemmArgs &args, const Requantize32 &os); - -} // namespace arm_gemm - -#endif // __aarch64__ |