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Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/kernels/a64_ffinterleaved_bf16fp32_mmla_8x12.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/kernels/a64_ffinterleaved_bf16fp32_mmla_8x12.hpp | 109 |
1 files changed, 109 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/kernels/a64_ffinterleaved_bf16fp32_mmla_8x12.hpp b/src/core/NEON/kernels/arm_gemm/kernels/a64_ffinterleaved_bf16fp32_mmla_8x12.hpp new file mode 100644 index 0000000000..c61315b80a --- /dev/null +++ b/src/core/NEON/kernels/arm_gemm/kernels/a64_ffinterleaved_bf16fp32_mmla_8x12.hpp @@ -0,0 +1,109 @@ +/* + * Copyright (c) 2022 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. + */ +#pragma once +#ifdef __aarch64__ + +#include "../std_transforms_fixed.hpp" +#include "../bfloat.hpp" +#include "../kernel_weight_format.hpp" +#include "../performance_parameters.hpp" + +#define ARGLIST \ + const bfloat16 *, const bfloat16 *, size_t, \ + float *, int, size_t, int + +namespace arm_gemm +{ +// Actual kernel implementations +void a64_ffinterleaved_bf16fp32_mmla_8x12( ARGLIST ); + +class cls_a64_ffinterleaved_bf16fp32_mmla_8x12 +{ +public: + typedef bfloat16 operand_type; + typedef float result_type; + + typedef void (*kern_type)( ARGLIST ); + + /* Kernel blocking parameters */ + static constexpr unsigned int out_height() + { + return 8; + } + + static unsigned int out_width() + { + return 12; + } + static unsigned int stripe_width() + { + return 4; + } + + static KernelWeightFormat kernel_weight_format() + { + return KernelWeightFormat::VL256_BL64; + } + + static constexpr unsigned int k_unroll() + { + return 4; + } + + + StdTransformsFixed<operand_type, result_type, 8, 12, 4> transforms = {}; + StdTransformsFixed<operand_type, result_type, 8, 12, 4, true> transforms_quantized = {}; + template<typename T> + static inline PerformanceParameters get_performance_parameters(const CPUInfo *ci) + { + + if (std::is_same<T, bfloat16>::value) { + switch (ci->get_cpu_model()) { + default: + return { 31.62, 9.07, 3.23 }; + } + } + + + if (std::is_same<T, float>::value) { + switch (ci->get_cpu_model()) { + default: + return { 38.10, 5.23, 3.15 }; + } + } + + return { 1.0 }; + } + + // Default to the generic kernel + kern_type kernel=a64_ffinterleaved_bf16fp32_mmla_8x12; + cls_a64_ffinterleaved_bf16fp32_mmla_8x12(const CPUInfo *) + { + } +}; + +} // namespace arm_gemm + +#undef ARGLIST +#endif // __aarch64__ |