/* * Copyright (c) 2022-2023 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" #include #include #include #include #include #include #include #include #include #include #include "utils.hpp" #ifdef ARM_COMPUTE_ENABLE_SVE #ifdef ARM_COMPUTE_ENABLE_SME namespace arm_gemm { #include "interleave_indirect_impl.hpp" #include "indirect-interleaves/list-sve.hpp" /**** Instantiate needed implementations ****/ /* FP32: SME implementations (height 1VL, 2VL, 4VL) */ template void IndirectInterleave<2, 1, VLType::SME>(float *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<2, 1, VLType::SME>(float *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<2, 1, VLType::SME>(float *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<1, 1, VLType::SME>(float *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<1, 1, VLType::SME>(float *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<1, 1, VLType::SME>(float *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<4, 1, VLType::SME>(float *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<4, 1, VLType::SME>(float *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<4, 1, VLType::SME>(float *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* BF16: SME implementations (height 1VL, 2VL, 4VL) */ template void IndirectInterleave<2, 2, VLType::SME>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<2, 2, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<2, 2, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<1, 2, VLType::SME>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<1, 2, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<1, 2, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<4, 2, VLType::SME>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<4, 2, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<4, 2, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* BF16: SME implementations narrow accumulators (no blocking) (height 1VL, 2VL) */ template void IndirectInterleave<2, 1, VLType::SME>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<2, 1, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<2, 1, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<1, 1, VLType::SME>(bfloat16 *, const bfloat16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<1, 1, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<1, 1, VLType::SME>(bfloat16 *, const bfloat16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* FP16: SME implementations narrow accumulators (no blocking) (height 1VL, 2VL) */ template void IndirectInterleave<2, 1, VLType::SME>(__fp16 *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<2, 1, VLType::SME>(__fp16 *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<2, 1, VLType::SME>(__fp16 *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<1, 1, VLType::SME>(__fp16 *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<1, 1, VLType::SME>(__fp16 *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<1, 1, VLType::SME>(__fp16 *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* FP16: SME implementations with dot-product type outer product */ template void IndirectInterleave<2, 2, VLType::SME>(__fp16 *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<2, 2, VLType::SME>(__fp16 *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<2, 2, VLType::SME>(__fp16 *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<1, 2, VLType::SME>(__fp16 *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<1, 2, VLType::SME>(__fp16 *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<1, 2, VLType::SME>(__fp16 *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<4, 2, VLType::SME>(__fp16 *, const __fp16 * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<4, 2, VLType::SME>(__fp16 *, const __fp16 *, size_t, const convolver<__fp16> &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<4, 2, VLType::SME>(__fp16 *, const __fp16 *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* FP32 fast-mode: SME implementations */ template void IndirectInterleave<1, 2, VLType::SME>(bfloat16 *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<1, 2, VLType::SME>(bfloat16 *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<1, 2, VLType::SME>(bfloat16 *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<2, 2, VLType::SME>(bfloat16 *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<2, 2, VLType::SME>(bfloat16 *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<2, 2, VLType::SME>(bfloat16 *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<4, 2, VLType::SME>(bfloat16 *, const float * const * const *, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void ConvolutionInterleave<4, 2, VLType::SME>(bfloat16 *, const float *, size_t, const convolver &, unsigned int, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void Interleave<4, 2, VLType::SME>(bfloat16 *, const float *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* INT8: SME implementation (height 1VL, 2VL, 4VL) */ template void IndirectInterleave<1, 4, VLType::SME>(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<1, 4, VLType::SME>(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<1, 4, VLType::SME>(int8_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<2, 4, VLType::SME>(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<2, 4, VLType::SME>(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<2, 4, VLType::SME>(int8_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<4, 4, VLType::SME>(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, 4, VLType::SME>(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, 4, VLType::SME>(int8_t *, const int8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); /* UINT8: SME implementation (height 1VL, 2VL, 4VL) */ template void IndirectInterleave<1, 4, VLType::SME>(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<1, 4, VLType::SME>(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<1, 4, VLType::SME>(uint8_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<2, 4, VLType::SME>(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<2, 4, VLType::SME>(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<2, 4, VLType::SME>(uint8_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); template void IndirectInterleave<4, 4, VLType::SME>(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, 4, VLType::SME>(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, 4, VLType::SME>(uint8_t *, const uint8_t *, size_t, unsigned int, unsigned int, unsigned int, unsigned int, bool, int32_t); } // namespace arm_gemm #endif // ARM_COMPUTE_ENABLE_SME #endif // ARM_COMPUTE_ENABLE_SVE