megenginelite-sys 1.8.2

A safe megenginelite wrapper in Rust
Documentation 
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/**
 * \file dnn/src/x86/elemwise_helper/op_unary.h
 * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
 *
 * Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
 *
 * Unless required by applicable law or agreed to in writing,
 * software distributed under the License is distributed on an
 * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 */
#pragma once

#include "src/x86/elemwise_helper/kimpl/abs.h"
#include "src/x86/elemwise_helper/kimpl/exp.h"
#include "src/x86/elemwise_helper/kimpl/fast_tanh.h"
#include "src/x86/elemwise_helper/kimpl/hswish.h"
#include "src/x86/elemwise_helper/kimpl/none.h"
#include "src/x86/elemwise_helper/kimpl/relu.h"
#include "src/x86/elemwise_helper/kimpl/sigmoid.h"
#include "src/x86/elemwise_helper/kimpl/typecvt.h"

//////////////////// quantization //////////////////////////////
namespace megdnn {
namespace x86 {
#define cb(op, simd_type)                                                             \
    template <>                                                                       \
    struct op<simd_type, dt_qint8, dt_qint8>                                          \
            : UnaryQuantizationOp<                                                    \
                      simd_type, dt_qint8, dt_qint8, op<simd_type, float, float>> {   \
        using UnaryQuantizationOp<                                                    \
                simd_type, dt_qint8, dt_qint8,                                        \
                op<simd_type, float, float>>::UnaryQuantizationOp;                    \
    };                                                                                \
    template <>                                                                       \
    struct op<simd_type, dt_quint8, dt_quint8>                                        \
            : UnaryQuantizationOp<                                                    \
                      simd_type, dt_quint8, dt_quint8, op<simd_type, float, float>> { \
        using UnaryQuantizationOp<                                                    \
                simd_type, dt_quint8, dt_quint8,                                      \
                op<simd_type, float, float>>::UnaryQuantizationOp;                    \
    };

cb(SigmoidOp, SIMDType::SSE4_2);
cb(FastTanhOp, SIMDType::SSE4_2);
cb(HSwishOp, SIMDType::SSE4_2);
cb(AbsOp, SIMDType::SSE4_2);
cb(ReluOp, SIMDType::SSE4_2);
cb(ExpOp, SIMDType::SSE4_2);

cb(SigmoidOp, SIMDType::AVX2);
cb(AbsOp, SIMDType::AVX2);
cb(FastTanhOp, SIMDType::AVX2);
cb(HSwishOp, SIMDType::AVX2);
cb(ReluOp, SIMDType::AVX2);
cb(ExpOp, SIMDType::AVX2);
#undef cb
#define cb(op, simd_type)                                                             \
    template <>                                                                       \
    struct op<simd_type, dt_qint32, dt_qint8>                                         \
            : UnaryQuantizationOp<                                                    \
                      simd_type, dt_qint32, dt_qint8, op<simd_type, float, float>> {  \
        using UnaryQuantizationOp<                                                    \
                simd_type, dt_qint32, dt_qint8,                                       \
                op<simd_type, float, float>>::UnaryQuantizationOp;                    \
    };                                                                                \
    template <>                                                                       \
    struct op<simd_type, dt_qint32, dt_quint8>                                        \
            : UnaryQuantizationOp<                                                    \
                      simd_type, dt_qint32, dt_quint8, op<simd_type, float, float>> { \
        using UnaryQuantizationOp<                                                    \
                simd_type, dt_qint32, dt_quint8,                                      \
                op<simd_type, float, float>>::UnaryQuantizationOp;                    \
    };

cb(HSwishOp, SIMDType::SSE4_2);
cb(ReluOp, SIMDType::SSE4_2);
cb(HSwishOp, SIMDType::AVX2);
cb(ReluOp, SIMDType::AVX2);

cb(ReluOp, SIMDType::NONE);
cb(HSwishOp, SIMDType::NONE);
cb(TypeCvtOp, SIMDType::NONE);
#undef cb
}  // namespace x86
}  // namespace megdnn
   // vim: syntax=cpp.doxygen