arch/NEON/UnaryFunctors.h

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// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
#ifndef EIGEN_NEON_UNARY_FUNCTORS_H
#define EIGEN_NEON_UNARY_FUNCTORS_H
 
#include "../../InternalHeaderCheck.h"
 
namespace Eigen {
 
namespace internal {
 
#if EIGEN_HAS_ARM64_FP16_VECTOR_ARITHMETIC
template <>
struct scalar_logistic_op<Eigen::half> {
  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE
  Eigen::half operator()(const Eigen::half& x) const {
    // Convert to float and call scalar_logistic_op<float>.
    const scalar_logistic_op<float> float_op;
    return Eigen::half(float_op(float(x)));
  }
 
  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE
  Eigen::half packetOp(const Eigen::half& x) const {
    return this->operator()(x);
  }
 
  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE
  Packet4hf packetOp(const Packet4hf& x) const {
    const scalar_logistic_op<float> float_op;
    return vcvt_f16_f32(float_op.packetOp(vcvt_f32_f16(x)));
  }
 
  EIGEN_DEVICE_FUNC EIGEN_STRONG_INLINE
  Packet8hf packetOp(const Packet8hf& x) const {
    const scalar_logistic_op<float> float_op;
    return vcombine_f16(
      vcvt_f16_f32(float_op.packetOp(vcvt_f32_f16(vget_low_f16(x)))),
      vcvt_f16_f32(float_op.packetOp(vcvt_high_f32_f16(x))));
  }
};
 
template<>
struct functor_traits<scalar_logistic_op<Eigen::half>> {
  enum {
    Cost = functor_traits<scalar_logistic_op<float>>::Cost,
    PacketAccess = functor_traits<scalar_logistic_op<float>>::PacketAccess,
  };
};
#endif  // EIGEN_HAS_ARM64_FP16_VECTOR_ARITHMETIC
 
} // end namespace internal
 
} // end namespace Eigen
 
#endif // EIGEN_NEON_UNARY_FUNCTORS_H