DPNP C++ backend kernel library 0.18.0dev0
Data Parallel Extension for NumPy*
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logaddexp2.hpp
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25
26#pragma once
27
28#include <cmath>
29#include <sycl/sycl.hpp>
30
31namespace dpnp::kernels::logaddexp2
32{
33constexpr double log2e = 1.442695040888963407359924681001892137;
34
35template <typename T>
36inline T log2_1p(T x)
37{
38 return T(log2e) * sycl::log1p(x);
39}
40
41template <typename T>
42inline T logaddexp2(T x, T y)
43{
44 if (x == y) {
45 // handles infinities of the same sign
46 return x + 1;
47 }
48
49 const T tmp = x - y;
50 if (tmp > 0) {
51 return x + log2_1p(sycl::exp2(-tmp));
52 }
53 else if (tmp <= 0) {
54 return y + log2_1p(sycl::exp2(tmp));
55 }
56 return std::numeric_limits<T>::quiet_NaN();
57}
58
59template <typename argT1, typename argT2, typename resT>
61{
62 using supports_sg_loadstore = std::true_type;
63 using supports_vec = std::false_type;
64
65 resT operator()(const argT1 &in1, const argT2 &in2) const
66 {
67 return logaddexp2<resT>(in1, in2);
68 }
69};
70} // namespace dpnp::kernels::logaddexp2