megenginelite-sys 1.8.2

A safe megenginelite wrapper in Rust
Documentation 
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/**
 * \file dnn/src/arm_common/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/arm_common/elemwise_helper/kimpl/op_base.h"

namespace megdnn {
namespace arm_common {

template <typename src_ctype, typename dst_ctype = src_ctype>
struct SigmoidOpBase : UnaryOpBase<src_ctype, dst_ctype> {
    using UnaryOpBase<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 <typename src_ctype, typename dst_ctype = src_ctype>
struct SigmoidOp;

#define OP(_ctype, _neon_type, _neon_type2, _func_suffix, _simd_width) \
    template <>                                                        \
    struct SigmoidOp<_ctype> : SigmoidOpBase<_ctype> {                 \
        using SigmoidOpBase::SigmoidOpBase;                            \
        using SigmoidOpBase::operator();                               \
        constexpr static size_t SIMD_WIDTH = _simd_width;              \
        void operator()(const _neon_type2& src, _ctype* dst) const {   \
            auto vitem = operator()(src);                              \
            vst1q_##_func_suffix(dst, vitem.val[0]);                   \
            vst1q_##_func_suffix(dst + SIMD_WIDTH, vitem.val[1]);      \
        }                                                              \
        void operator()(const _neon_type& src, _ctype* dst) const {    \
            auto vitem = operator()(src);                              \
            vst1q_##_func_suffix(dst, vitem);                          \
        }                                                              \
        _neon_type2 operator()(const _neon_type2& src) const {         \
            return {{operator()(src.val[0]), operator()(src.val[1])}}; \
        }                                                              \
        _neon_type operator()(const _neon_type& src) const {           \
            return sigmoid_ps_##_func_suffix(src);                     \
        }                                                              \
    };
OP(dt_float32, float32x4_t, float32x4x2_t, f32, 4)
#if __ARM_FEATURE_FP16_VECTOR_ARITHMETIC
OP(__fp16, float16x8_t, float16x8x2_t, f16, 8)
#endif
#undef OP

}  // namespace arm_common
}  // namespace megdnn

// vim: syntax=cpp.doxygen