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// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
#pragma once
#include "operation.h"
#include <vespa/vespalib/util/typify.h>
#include <cblas.h>
#include <cmath>
namespace vespalib::eval::operation {
//-----------------------------------------------------------------------------
struct CallOp1 {
op1_t my_op1;
CallOp1(op1_t op1) : my_op1(op1) {}
double operator()(double a) const { return my_op1(a); }
};
template <typename T> struct InlineOp1;
template <> struct InlineOp1<Cube> {
InlineOp1(op1_t) {}
template <typename A> constexpr auto operator()(A a) const { return (a * a * a); }
};
template <> struct InlineOp1<Exp> {
InlineOp1(op1_t) {}
template <typename A> constexpr auto operator()(A a) const { return exp(a); }
};
template <> struct InlineOp1<Inv> {
InlineOp1(op1_t) {}
template <typename A> constexpr auto operator()(A a) const { return (A{1}/a); }
};
template <> struct InlineOp1<Sqrt> {
InlineOp1(op1_t) {}
template <typename A> constexpr auto operator()(A a) const { return std::sqrt(a); }
};
template <> struct InlineOp1<Square> {
InlineOp1(op1_t) {}
template <typename A> constexpr auto operator()(A a) const { return (a * a); }
};
template <> struct InlineOp1<Tanh> {
InlineOp1(op1_t) {}
template <typename A> constexpr auto operator()(A a) const { return std::tanh(a); }
};
struct TypifyOp1 {
template <typename T> using Result = TypifyResultType<T>;
template <typename F> static decltype(auto) resolve(op1_t value, F &&f) {
if (value == Cube::f) {
return f(Result<InlineOp1<Cube>>());
} else if (value == Exp::f) {
return f(Result<InlineOp1<Exp>>());
} else if (value == Inv::f) {
return f(Result<InlineOp1<Inv>>());
} else if (value == Sqrt::f) {
return f(Result<InlineOp1<Sqrt>>());
} else if (value == Square::f) {
return f(Result<InlineOp1<Square>>());
} else if (value == Tanh::f) {
return f(Result<InlineOp1<Tanh>>());
} else {
return f(Result<CallOp1>());
}
}
};
//-----------------------------------------------------------------------------
struct CallOp2 {
op2_t my_op2;
CallOp2(op2_t op2) : my_op2(op2) {}
op2_t get() const { return my_op2; }
double operator()(double a, double b) const { return my_op2(a, b); }
};
template <typename Op2>
struct SwapArgs2 {
Op2 op2;
SwapArgs2(op2_t op2_in) : op2(op2_in) {}
template <typename A, typename B> constexpr auto operator()(A a, B b) const { return op2(b, a); }
};
template <typename T> struct InlineOp2;
template <> struct InlineOp2<Add> {
InlineOp2(op2_t) {}
template <typename A, typename B> constexpr auto operator()(A a, B b) const { return (a+b); }
};
template <> struct InlineOp2<Div> {
InlineOp2(op2_t) {}
template <typename A, typename B> constexpr auto operator()(A a, B b) const { return (a/b); }
};
template <> struct InlineOp2<Mul> {
InlineOp2(op2_t) {}
template <typename A, typename B> constexpr auto operator()(A a, B b) const { return (a*b); }
};
template <> struct InlineOp2<Pow> {
InlineOp2(op2_t) {}
constexpr float operator()(float a, float b) const { return std::pow(a,b); }
constexpr double operator()(float a, double b) const { return std::pow(a,b); }
constexpr double operator()(double a, float b) const { return std::pow(a,b); }
constexpr double operator()(double a, double b) const { return std::pow(a,b); }
};
template <> struct InlineOp2<Sub> {
InlineOp2(op2_t) {}
template <typename A, typename B> constexpr auto operator()(A a, B b) const { return (a-b); }
};
struct TypifyOp2 {
template <typename T> using Result = TypifyResultType<T>;
template <typename F> static decltype(auto) resolve(op2_t value, F &&f) {
if (value == Add::f) {
return f(Result<InlineOp2<Add>>());
} else if (value == Div::f) {
return f(Result<InlineOp2<Div>>());
} else if (value == Mul::f) {
return f(Result<InlineOp2<Mul>>());
} else if (value == Pow::f) {
return f(Result<InlineOp2<Pow>>());
} else if (value == Sub::f) {
return f(Result<InlineOp2<Sub>>());
} else {
return f(Result<CallOp2>());
}
}
};
//-----------------------------------------------------------------------------
template <typename A, typename OP1>
void apply_op1_vec(A *dst, const A *src, size_t n, OP1 &&f) {
for (size_t i = 0; i < n; ++i) {
dst[i] = f(src[i]);
}
}
template <typename D, typename A, typename B, typename OP2>
void apply_op2_vec_num(D *dst, const A *a, B b, size_t n, OP2 &&f) {
for (size_t i = 0; i < n; ++i) {
dst[i] = f(a[i], b);
}
}
template <typename D, typename A, typename B, typename OP2>
void apply_op2_vec_vec(D *dst, const A *a, const B *b, size_t n, OP2 &&f) {
for (size_t i = 0; i < n; ++i) {
dst[i] = f(a[i], b[i]);
}
}
//-----------------------------------------------------------------------------
template <typename LCT, typename RCT>
struct DotProduct {
static double apply(const LCT * lhs, const RCT * rhs, size_t count) {
double result = 0.0;
for (size_t i = 0; i < count; ++i) {
result += lhs[i] * rhs[i];
}
return result;
}
};
template <>
struct DotProduct<float,float> {
static float apply(const float * lhs, const float * rhs, size_t count) {
return cblas_sdot(count, lhs, 1, rhs, 1);
}
};
template <>
struct DotProduct<double,double> {
static double apply(const double * lhs, const double * rhs, size_t count) {
return cblas_ddot(count, lhs, 1, rhs, 1);
}
};
//-----------------------------------------------------------------------------
}
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