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/*
* Copyright (c) 2017-2020, 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 "bfloat.hpp"
#include "gemm_implementation.hpp"
#include "gemm_interleaved.hpp"
#ifdef ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
#include "kernels/a64_ffinterleaved_bf16fp32_mmla_8x12.hpp"
#include "kernels/sve_ffinterleaved_bf16fp32_mmla_8x3VL.hpp"
#endif // ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
namespace arm_gemm {
static const GemmImplementation<bfloat16, bfloat16> gemm_bf16bf16_methods[] =
{
#ifdef __aarch64__
#ifdef ARM_COMPUTE_ENABLE_BF16
#ifdef ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
GemmImplementation<bfloat16, bfloat16>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"a64_ffinterleaved_bf16fp32_mmla_8x12",
KernelWeightFormat::VL256_BL64,
[](const GemmArgs &args) { return args._ci->has_bf16(); },
[](const GemmArgs &args) { return GemmInterleavedFixedFormat<cls_a64_ffinterleaved_bf16fp32_mmla_8x12, bfloat16, bfloat16>::estimate_cycles<bfloat16>(args); },
[](const GemmArgs &args) { return new GemmInterleavedFixedFormat<cls_a64_ffinterleaved_bf16fp32_mmla_8x12, bfloat16, bfloat16>(args); }
),
GemmImplementation<bfloat16, bfloat16>::with_estimate(
GemmMethod::GEMM_INTERLEAVED,
"sve_ffinterleaved_bf16fp32_mmla_8x3VL",
KernelWeightFormat::VL2VL_BL64,
[](const GemmArgs &args) { return args._ci->has_svebf16(); },
[](const GemmArgs &args) { return GemmInterleavedFixedFormat<cls_sve_ffinterleaved_bf16fp32_mmla_8x3VL, bfloat16, bfloat16>::estimate_cycles<bfloat16>(args); },
[](const GemmArgs &args) { return new GemmInterleavedFixedFormat<cls_sve_ffinterleaved_bf16fp32_mmla_8x3VL, bfloat16, bfloat16>(args); }
),
#endif // ARM_COMPUTE_ENABLE_FIXED_FORMAT_KERNELS
#endif // ARM_COMPUTE_ENABLE_BF16
#endif // __aarch64__
{
GemmMethod::DEFAULT,
"",
nullptr,
nullptr,
nullptr
}
};
template<>
const GemmImplementation<bfloat16, bfloat16> *gemm_implementation_list<bfloat16, bfloat16>() {
return gemm_bf16bf16_methods;
}
/* Explicitly instantiate the external functions for these types. */
template UniqueGemmCommon<bfloat16, bfloat16> gemm<bfloat16, bfloat16, Nothing>(const GemmArgs &args, const Nothing &);
template bool has_opt_gemm<bfloat16, bfloat16, Nothing>(WeightFormat &weight_format, const GemmArgs &args, const Nothing &);
template KernelDescription get_gemm_method<bfloat16, bfloat16, Nothing>(const GemmArgs &args, const Nothing &);
template std::vector<KernelDescription> get_compatible_kernels<bfloat16, bfloat16, Nothing>(const GemmArgs &args, const Nothing &);
} // namespace arm_gemm
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