megenginelite-sys 1.8.2

A safe megenginelite wrapper in Rust
Documentation 
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/**
 * \file dnn/src/x86/elemwise_helper/kimpl/sigmoid.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/avx_util/avx_mathfun.h"
#include "src/x86/elemwise/sse_util/sse_mathfun.h"
#include "src/x86/elemwise_helper/kimpl/op_unary_base.h"
#include "src/x86/utils.h"

namespace megdnn {
namespace x86 {

template <SIMDType simd_type, typename src_ctype, typename dst_ctype = src_ctype>
struct SigmoidOpBase : UnaryOpBase<simd_type, src_ctype, dst_ctype> {
    using UnaryOpBase<simd_type, src_ctype, dst_ctype>::UnaryOpBase;
    void operator()(const src_ctype& src, dst_ctype* dst) const {
        *dst = operator()(src);
    }
    dst_ctype operator()(const src_ctype& src) const {
        float tmpf = src;
        tmpf = exp(-tmpf);
        tmpf = 1.f / (1.f + tmpf);
        return tmpf;
    }
};

template <SIMDType simd_type, typename src_ctype, typename dst_ctype = src_ctype>
struct SigmoidOp;

#define OP(                                                                          \
        _ctype, _simd_type, _simd_target, _simd_data_type, _simd_data_type2,         \
        _func_prefix, _func_suffix, _simd_width, _func_name)                         \
    template <>                                                                      \
    struct SigmoidOp<_simd_type, _ctype> : SigmoidOpBase<_simd_type, _ctype> {       \
        using SigmoidOpBase::SigmoidOpBase;                                          \
        using SigmoidOpBase::operator();                                             \
        constexpr static size_t SIMD_WIDTH = _simd_width;                            \
        MEGDNN_ATTRIBUTE_TARGET(_simd_target)                                        \
        void operator()(const _simd_data_type2& src, _ctype* dst) const {            \
            auto vitem = operator()(src);                                            \
            _##_func_prefix##_storeu_##_func_suffix(dst, vitem.val[0]);              \
            _##_func_prefix##_storeu_##_func_suffix(dst + SIMD_WIDTH, vitem.val[1]); \
        }                                                                            \
        MEGDNN_ATTRIBUTE_TARGET(_simd_target)                                        \
        _simd_data_type2 operator()(const _simd_data_type2& src) const {             \
            return {{operator()(src.val[0]), operator()(src.val[1])}};               \
        }                                                                            \
        MEGDNN_ATTRIBUTE_TARGET(_simd_target)                                        \
        _simd_data_type operator()(const _simd_data_type& src) const {               \
            _simd_data_type zero_val = _##_func_prefix##_set1_##_func_suffix(0.f);   \
            _simd_data_type one_val = _##_func_prefix##_set1_##_func_suffix(1.f);    \
            auto val1 = _##_func_prefix##_sub_##_func_suffix(zero_val, src);         \
            val1 = _func_name##_##_func_suffix(val1);                                \
            auto recipe1 = _##_func_prefix##_add_##_func_suffix(one_val, val1);      \
            val1 = _##_func_prefix##_div_##_func_suffix(one_val, recipe1);           \
            return val1;                                                             \
        }                                                                            \
    };
OP(dt_float32, SIMDType::SSE4_2, "sse4.2", __m128, __m128x2, mm, ps, 4, detail::exp)
OP(dt_float32, SIMDType::AVX2, "avx2", __m256, __m256x2, mm256, ps, 8, detail::exp256)
#undef OP

#define OP(_ctype, _simd_type)                                                 \
    template <>                                                                \
    struct SigmoidOp<_simd_type, _ctype> : SigmoidOpBase<_simd_type, _ctype> { \
        using SigmoidOpBase::SigmoidOpBase;                                    \
        using SigmoidOpBase::operator();                                       \
    };
OP(dt_float32, SIMDType::NONE);
#undef OP

}  // namespace x86
}  // namespace megdnn

// vim: syntax=cpp.doxygen