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/*
* Copyright (c) 2017-2021 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 "arm_gemm.hpp"
#include "../performance_parameters.hpp"
#include "../std_transforms_fixed.hpp"
namespace arm_gemm {
// Load the actual kernel
void a64_gemm_s8_8x12(const int8_t *, const int8_t *, int32_t *, int, int, int);
void a64_gemm_s8_8x12_a55r1(const int8_t *, const int8_t *, int32_t *, int, int, int);
void a64_gemm_s8_8x12_x1(const int8_t *, const int8_t *, int32_t *, int, int, int);
class cls_a64_gemm_s8_8x12 {
public:
typedef int8_t operand_type;
typedef int32_t result_type;
typedef void (*kern_type)(const int8_t *, const int8_t *, int32_t *, int, int, int);
/* Kernel blocking parameters */
static unsigned int out_width() {
return 12;
}
static unsigned int out_height() {
return 8;
}
static unsigned int k_unroll() {
return 4;
}
// Use the standard fixed size transforms.
StdTransformsFixed<operand_type, result_type, 8, 12, 4> transforms = {};
StdTransformsFixed<operand_type, result_type, 8, 12, 4, true> transforms_quantized = {};
template<typename T>
static PerformanceParameters get_performance_parameters(const CPUInfo *ci) {
if (std::is_same<T, int8_t>::value) {
switch (ci->get_cpu_model()) {
case CPUModel::A510:
return { 19.73, 3.38, 0.27 };
case CPUModel::A55r1:
return { 15.361, 0.9341, 0.1636 };
case CPUModel::V1:
return { 51.14, 7.38, 0.65 };
default:
return { 29.0698, 3.9793, 0.4003 };
}
}
if (std::is_same<T, int32_t>::value) {
switch (ci->get_cpu_model()) {
case CPUModel::A510:
return { 19.73, 3.38, 3.70 };
case CPUModel::A55r1:
return { 14.286, 1.171, 1.209 };
case CPUModel::V1:
return { 61.58, 4.78, 10.83 };
default:
return { 31.82, 3.51, 8.03 };
}
}
}
kern_type kernel = a64_gemm_s8_8x12;
cls_a64_gemm_s8_8x12(const CPUInfo *ci) {
auto mod = ci->get_cpu_model();
if (mod == CPUModel::A55r1) {
kernel = a64_gemm_s8_8x12_a55r1;
} else if (mod == CPUModel::X1) {
kernel = a64_gemm_s8_8x12_x1;
}
}
};
} // namespace arm_gemm
#endif // __aarch64__
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