expr_scalar-inl.h

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// macro guard is harmful, used to pass the cpplint
#ifndef MSHADOW_EXPR_SCALAR_INL_H_
#define MSHADOW_EXPR_SCALAR_INL_H_
// undef the guard so it can be included multiple times
#undef MSHADOW_EXPR_SCALAR_INL_H_
 
namespace mshadow {
namespace expr {
// DotExp
template<typename TA, typename TB, bool ltrans, bool rtrans>
inline DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_>
operator*(const DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_> &lhs,
          MSHADOW_SCALAR_ rhs) {
  return DotExp<TA, TB, ltrans, rtrans,
                MSHADOW_SCALAR_>(lhs.lhs_, lhs.rhs_, lhs.scale_ * rhs);
}
template<typename TA, typename TB, bool ltrans, bool rtrans>
inline DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_>
operator*(MSHADOW_SCALAR_ lhs,
          const DotExp<TA, TB, ltrans, rtrans, MSHADOW_SCALAR_> &rhs) {
  return DotExp<TA, TB, ltrans, rtrans,
                MSHADOW_SCALAR_>(rhs.lhs_, rhs.rhs_, rhs.scale_ * lhs);
}
 
template<typename E, typename DType, typename R, int d>
inline ReduceTo1DExp<E, DType, R, d>
operator*(const ReduceTo1DExp<E, DType, R, d> &e, MSHADOW_SCALAR_ scale) {
  return ReduceTo1DExp<E, DType, R, d>(e.src_, e.scale_ * scale);
}
template<typename E, typename DType, typename R, int d>
inline ReduceTo1DExp<E, DType, R, d>
operator*(MSHADOW_SCALAR_ scale, const ReduceTo1DExp<E, DType, R, d> &e) {
  return ReduceTo1DExp<E, DType, R, d>(e.src_, e.scale_ * scale);
}
 
template<typename OP, typename TA, int ta>
inline BinaryMapExp<OP, TA, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (ta|type::kMapper)>
F(const Exp<TA, MSHADOW_SCALAR_, ta> &lhs, const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<OP>(lhs, rhs);
}
template<typename OP, typename TB, int tb>
inline BinaryMapExp<OP, ScalarExp<MSHADOW_SCALAR_>, TB,
                    MSHADOW_SCALAR_, (tb|type::kMapper)>
F(const ScalarExp<MSHADOW_SCALAR_> &lhs, const Exp<TB, MSHADOW_SCALAR_, tb> &rhs) {
  return MakeExp<OP>(lhs, rhs);
}
template<typename OP>
inline BinaryMapExp<OP, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (1|type::kMapper)>
F(const ScalarExp<MSHADOW_SCALAR_> &lhs, const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<OP>(lhs, rhs);
}
// constant operators
template<typename TA, int ta>
inline BinaryMapExp<op::plus, TA, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (ta|type::kMapper)>
operator+(const Exp<TA, MSHADOW_SCALAR_, ta> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::plus>(lhs, rhs);
}
template<typename TA, int ta>
inline BinaryMapExp<op::minus, TA, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (ta|type::kMapper)>
operator-(const Exp<TA, MSHADOW_SCALAR_, ta> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::minus>(lhs, rhs);
}
template<typename TA, int ta>
inline BinaryMapExp<op::mul, TA, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (ta|type::kMapper)>
operator*(const Exp<TA, MSHADOW_SCALAR_, ta> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::mul>(lhs, rhs);
}
template<typename TA, int ta>
inline BinaryMapExp<op::div, TA, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (ta|type::kMapper)>
operator/(const Exp<TA, MSHADOW_SCALAR_, ta> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::div>(lhs, rhs);
}
// constant operators 2
template<typename TB, int tb>
inline BinaryMapExp<op::plus, ScalarExp<MSHADOW_SCALAR_>, TB,
                    MSHADOW_SCALAR_, (tb|type::kMapper)>
operator+(const ScalarExp<MSHADOW_SCALAR_> &lhs,
          const Exp<TB, MSHADOW_SCALAR_, tb> &rhs) {
  return MakeExp<op::plus>(lhs, rhs);
}
template<typename TB, int tb>
inline BinaryMapExp<op::minus, ScalarExp<MSHADOW_SCALAR_>, TB,
                    MSHADOW_SCALAR_, (tb|type::kMapper)>
operator-(const ScalarExp<MSHADOW_SCALAR_> &lhs,
          const Exp<TB, MSHADOW_SCALAR_, tb> &rhs) {
  return MakeExp<op::minus>(lhs, rhs);
}
template<typename TB, int tb>
inline BinaryMapExp<op::mul, ScalarExp<MSHADOW_SCALAR_>, TB,
                    MSHADOW_SCALAR_, (tb|type::kMapper)>
operator*(const ScalarExp<MSHADOW_SCALAR_> &lhs,
          const Exp<TB, MSHADOW_SCALAR_, tb> &rhs) {
  return MakeExp<op::mul>(lhs, rhs);
}
template<typename TB, int tb>
inline BinaryMapExp<op::div, ScalarExp<MSHADOW_SCALAR_>, TB,
                    MSHADOW_SCALAR_, (tb|type::kMapper)>
operator/(const ScalarExp<MSHADOW_SCALAR_> &lhs, const Exp<TB, MSHADOW_SCALAR_, tb> &rhs) {
  return MakeExp<op::div>(lhs, rhs);
}
// constant operators 3
inline BinaryMapExp<op::plus, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (1|type::kMapper)>
operator+(const ScalarExp<MSHADOW_SCALAR_> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::plus>(lhs, rhs);
}
inline BinaryMapExp<op::minus, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (1|type::kMapper)>
operator-(const ScalarExp<MSHADOW_SCALAR_> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::minus>(lhs, rhs);
}
inline BinaryMapExp<op::mul, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (1|type::kMapper)>
operator*(const ScalarExp<MSHADOW_SCALAR_> &lhs,
          const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::mul>(lhs, rhs);
}
inline BinaryMapExp<op::div, ScalarExp<MSHADOW_SCALAR_>, ScalarExp<MSHADOW_SCALAR_>,
                    MSHADOW_SCALAR_, (1|type::kMapper)>
operator/(const ScalarExp<MSHADOW_SCALAR_> &lhs, const ScalarExp<MSHADOW_SCALAR_> &rhs) {
  return MakeExp<op::div>(lhs, rhs);
}
}  // namespace expr
}  // namespace mshadow
#endif  // MSHADOW_EXPR_SCALAR_INL_H_