#include #include #include #include "activations.cuh" #include "gtest/gtest.h" #include "test_cublas_fixture.cuh" class ActivationsTest : public CublasTestFixture { protected: cudaError_t cudaStatus; cublasStatus_t cublasStatus; }; TEST_F(ActivationsTest, SigmoidSanityCheck) { float input[3] = {-100.0f, 0.0f, 100.0f}; std::vector expected_output = {0.0f, 0.5f, 1.0f}; float* d_input; float* d_output; cudaStatus = cudaMalloc((void**)&d_input, sizeof(float) * 3); EXPECT_EQ(cudaStatus, cudaSuccess); cudaStatus = cudaMalloc((void**)&d_output, sizeof(float) * 3); EXPECT_EQ(cudaStatus, cudaSuccess); cublasStatus = cublasSetVector(3, sizeof(float), input, 1, d_input, 1); EXPECT_EQ(cublasStatus, CUBLAS_STATUS_SUCCESS); sigmoid_kernel<<<1, 3>>>(d_input, d_output, 3); cudaStatus = cudaDeviceSynchronize(); EXPECT_EQ(cudaStatus, cudaSuccess); std::vector output(3); cublasStatus = cublasGetVector(3, sizeof(float), d_output, 1, output.data(), 1); EXPECT_EQ(cublasStatus, CUBLAS_STATUS_SUCCESS); for (int i = 0; i < 3; i++) { EXPECT_NEAR(expected_output[i], output[i], 1e-5); } cudaFree(d_input); cudaFree(d_output); }