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relu_test.cc « kernels « test - github.com/marian-nmt/intgemm.git - Unnamed repository; edit this file 'description' to name the repository.
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#include "../test.h"
#include "../../intgemm/aligned.h"
#include "../../intgemm/kernels.h"

#include <cstdint>
#include <numeric>

namespace intgemm {

template <CPUType CPUType_, typename ElemType_>
void kernel_relu_test() {
  if (kCPU < CPUType_)
    return;

  using vec_t = vector_t<CPUType_, ElemType_>;
  constexpr int VECTOR_LENGTH = sizeof(vec_t) / sizeof(ElemType_);

  AlignedVector<ElemType_> input(VECTOR_LENGTH);
  AlignedVector<ElemType_> output(VECTOR_LENGTH);

  std::iota(input.begin(), input.end(), static_cast<ElemType_>(-VECTOR_LENGTH / 2));

  *output.template as<vec_t>() = kernels::relu<ElemType_>(*input.template as<vec_t>());
  for (std::size_t i = 0; i < output.size(); ++i)
    CHECK(output[i] == (input[i] < 0 ? 0 : input[i]));
}

template INTGEMM_SSE2 void kernel_relu_test<CPUType::SSE2, int8_t>();
template INTGEMM_SSE2 void kernel_relu_test<CPUType::SSE2, int16_t>();
template INTGEMM_SSE2 void kernel_relu_test<CPUType::SSE2, int>();
template INTGEMM_SSE2 void kernel_relu_test<CPUType::SSE2, float>();
template INTGEMM_SSE2 void kernel_relu_test<CPUType::SSE2, double>();
KERNEL_TEST_CASE("relu/int8 SSE2") { return kernel_relu_test<CPUType::SSE2, int8_t>(); }
KERNEL_TEST_CASE("relu/int16 SSE2") { return kernel_relu_test<CPUType::SSE2, int16_t>(); }
KERNEL_TEST_CASE("relu/int SSE2") { return kernel_relu_test<CPUType::SSE2, int>(); }
KERNEL_TEST_CASE("relu/float SSE2") { return kernel_relu_test<CPUType::SSE2, float>(); }
KERNEL_TEST_CASE("relu/double SSE2") { return kernel_relu_test<CPUType::SSE2, double>(); }

template INTGEMM_AVX2 void kernel_relu_test<CPUType::AVX2, int8_t>();
template INTGEMM_AVX2 void kernel_relu_test<CPUType::AVX2, int16_t>();
template INTGEMM_AVX2 void kernel_relu_test<CPUType::AVX2, int>();
template INTGEMM_AVX2 void kernel_relu_test<CPUType::AVX2, float>();
template INTGEMM_AVX2 void kernel_relu_test<CPUType::AVX2, double>();
KERNEL_TEST_CASE("relu/int8 AVX2") { return kernel_relu_test<CPUType::AVX2, int8_t>(); }
KERNEL_TEST_CASE("relu/int16 AVX2") { return kernel_relu_test<CPUType::AVX2, int16_t>(); }
KERNEL_TEST_CASE("relu/int AVX2") { return kernel_relu_test<CPUType::AVX2, int>(); }
KERNEL_TEST_CASE("relu/float AVX2") { return kernel_relu_test<CPUType::AVX2, float>(); }
KERNEL_TEST_CASE("relu/double AVX2") { return kernel_relu_test<CPUType::AVX2, double>(); }

#ifdef INTGEMM_COMPILER_SUPPORTS_AVX512BW
template INTGEMM_AVX512BW void kernel_relu_test<CPUType::AVX512BW, int8_t>();
template INTGEMM_AVX512BW void kernel_relu_test<CPUType::AVX512BW, int16_t>();
template INTGEMM_AVX512BW void kernel_relu_test<CPUType::AVX512BW, int>();
template INTGEMM_AVX512BW void kernel_relu_test<CPUType::AVX512BW, float>();
template INTGEMM_AVX512BW void kernel_relu_test<CPUType::AVX512BW, double>();
KERNEL_TEST_CASE("relu/int8 AVX512BW") { return kernel_relu_test<CPUType::AVX512BW, int8_t>(); }
KERNEL_TEST_CASE("relu/int16 AVX512BW") { return kernel_relu_test<CPUType::AVX512BW, int16_t>(); }
KERNEL_TEST_CASE("relu/int AVX512BW") { return kernel_relu_test<CPUType::AVX512BW, int>(); }
KERNEL_TEST_CASE("relu/float AVX512BW") { return kernel_relu_test<CPUType::AVX512BW, float>(); }
KERNEL_TEST_CASE("relu/double AVX512BW") { return kernel_relu_test<CPUType::AVX512BW, double>(); }
#endif

}