/* * Copyright (c) 2020-2022, 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. */ #include "asmlib.hpp" #include "convolution_parameters.hpp" #include "convolver.hpp" #include "interleave_indirect.hpp" #include "bfloat.hpp" #if !defined(_WIN64) && !defined(__OpenBSD__) #include #endif /* !defined(_WIN64) && !defined(__OpenBSD__) */ #include #include #include #include #include #include #include #include #include #include "utils.hpp" namespace arm_gemm { #include "interleave_indirect_impl.hpp" #include "indirect-interleaves/list.hpp" /**** Instantiate needed implementations ****/ /* AArch32 */ #ifdef __arm__ /* FP32 */ /* Arm® Neon™ implementation (height 6) */ template void IndirectInterleave<6, 1, VLType::None>(float *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<6, 1, VLType::None>(float *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<6, 1, VLType::None>(float *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* FP16 */ #if __ARM_FP16_ARGS /* Arm® Neon™ implementation using FP32 kernel (height 6) */ template void IndirectInterleave<6, 1, VLType::None>(float *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<6, 1, VLType::None>(float *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<6, 1, VLType::None>(float *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #endif /* __ARM_FP16_ARGS */ /* BF16 */ /* Arm® Neon™ implementation using FP32 kernel */ template void IndirectInterleave<6, 1, VLType::None>(float *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<6, 1, VLType::None>(float *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<6, 1, VLType::None>(float *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #endif /* AArch64 */ #ifdef __aarch64__ /* FP32 */ /* Arm® Neon™/SVE implementation (height 8) */ template void IndirectInterleave<8, 1, VLType::None>(float *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(float *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(float *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #if defined(ARM_COMPUTE_ENABLE_SVE) && defined(ARM_COMPUTE_ENABLE_SVEF32MM) /* FMMLA */ template void IndirectInterleave<8, 2, VLType::None>(float *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 2, VLType::None>(float *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 2, VLType::None>(float *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #endif // ARM_COMPUTE_ENABLE_SVE && ARM_COMPUTE_ENABLE_SVEF32MM /* FP16 */ #if defined(FP16_KERNELS) || defined(ARM_COMPUTE_ENABLE_FP16) template void IndirectInterleave<8, 1, VLType::None>(__fp16 *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(__fp16 *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(__fp16 *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #endif // FP16_KERNELS ar ARM_COMPUTE_ENABLE_FP16 template void IndirectInterleave<8, 1, VLType::None>(float *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(float *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(float *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* BF16 */ /* Arm® Neon™/SVE BFDOT */ #ifdef ARM_COMPUTE_ENABLE_BF16 template void IndirectInterleave<8, 2, VLType::None>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 2, VLType::None>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 2, VLType::None>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<8, 4, VLType::None>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 4, VLType::None>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 4, VLType::None>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<8, 4, VLType::None>(bfloat16 *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 4, VLType::None>(bfloat16 *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 4, VLType::None>(bfloat16 *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #endif // ARM_COMPUTE_ENABLE_BF16 /* Arm® Neon™/SVE using FP32 kernel */ template void IndirectInterleave<8, 1, VLType::None>(float *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(float *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(float *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* INT16 */ template void IndirectInterleave<8, 1, VLType::None>(int16_t *, const int16_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(int16_t *, const int16_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(int16_t *, const int16_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<8, 1, VLType::None>(uint16_t *, const uint16_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(uint16_t *, const uint16_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(uint16_t *, const uint16_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* INT8 */ /* Arm® Neon™ SMLA/SMLAL (height 4, block 16) */ template void IndirectInterleave<4, 16, VLType::None>(int8_t *, const int8_t * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<4, 16, VLType::None>(int8_t *, const int8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<4, 16, VLType::None>(int8_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* Arm® Neon™ SDOT (height 8, block 4) */ template void IndirectInterleave<8, 4, VLType::None>(int8_t *, const int8_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 4, VLType::None>(int8_t *, const int8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 4, VLType::None>(int8_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* MMLA SMMLA (height 8, block 8) */ template void IndirectInterleave<8, 8, VLType::None>(int8_t *, const int8_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 8, VLType::None>(int8_t *, const int8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 8, VLType::None>(int8_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* Arm® Neon™ SDOT (height 8, block 1) */ template void IndirectInterleave<8, 1, VLType::None>(int16_t *, const int8_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(int16_t *, const int8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(int16_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* Arm® Neon™ SMLA/SMLAL (height 4, block 16) */ template void IndirectInterleave<4, 16, VLType::None>(uint8_t *, const uint8_t * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<4, 16, VLType::None>(uint8_t *, const uint8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<4, 16, VLType::None>(uint8_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* Arm® Neon™ SDOT (height 8, block 4) */ template void IndirectInterleave<8, 4, VLType::None>(uint8_t *, const uint8_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 4, VLType::None>(uint8_t *, const uint8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 4, VLType::None>(uint8_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* MMLA SMMLA (height 8, block 8) */ template void IndirectInterleave<8, 8, VLType::None>(uint8_t *, const uint8_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 8, VLType::None>(uint8_t *, const uint8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 8, VLType::None>(uint8_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* Arm® Neon™ 16-bit (height 8, block 1) */ template void IndirectInterleave<8, 1, VLType::None>(uint16_t *, const uint8_t * const * const *, unsigned int, unsigned int, unsigned int y0, unsigned int ymax, unsigned int k0, unsigned int kmax, bool, int32_t); template void ConvolutionInterleave<8, 1, VLType::None>(uint16_t *, const uint8_t *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<8, 1, VLType::None>(uint16_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); #endif // __aarch64__ } // namespace arm_gemm