Add CUDA support
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7 changed files with 223 additions and 10 deletions
10
tests/cuda_unit_tests/CMakeLists.txt
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tests/cuda_unit_tests/CMakeLists.txt
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include_directories(${gtest_SOURCE_DIR}/include ${gtest_SOURCE_DIR})
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add_executable(${NAME}_cuda_tests
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vec3_test.cu
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)
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target_link_libraries(${NAME}_cuda_tests gtest gtest_main)
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target_link_libraries(${NAME}_cuda_tests ${NAME})
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add_test(NAME Vec3CudaTests COMMAND ${CMAKE_BINARY_DIR}/tests/cuda_unit_tests/${NAME}_cuda_tests)
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tests/cuda_unit_tests/vec3_test.cu
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tests/cuda_unit_tests/vec3_test.cu
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#include "vec3.h"
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#include <cuda_runtime.h>
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#include <gtest/gtest.h>
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// Define kernel function to test Vec3 operations
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template <typename T>
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__global__ void testVec3Operations(Vec3<T> *results, Vec3<T> a, Vec3<T> b,
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T scalar) {
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int idx = threadIdx.x;
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// Test different operations based on thread index
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switch (idx) {
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case 0: // Addition
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results[idx] = a + b;
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break;
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case 1: // Subtraction
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results[idx] = a - b;
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break;
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case 2: // Scale
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results[idx] = a.scale(scalar);
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break;
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case 3: // Dot product - store in x component
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results[idx].x = a.dot(b);
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results[idx].y = 0;
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results[idx].z = 0;
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break;
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case 4: // Cross product
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results[idx] = a.cross(b);
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break;
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case 5: // Squared norm - store in x component
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results[idx].x = a.squared_norm2();
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results[idx].y = 0;
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results[idx].z = 0;
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break;
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case 6: // Norm - store in x component
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results[idx].x = a.norm2();
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results[idx].y = 0;
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results[idx].z = 0;
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break;
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case 7: // Normalized
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results[idx] = a.normalized();
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break;
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}
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}
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// Test fixture for Vec3 CUDA tests
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class Vec3CudaTest : public ::testing::Test {
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protected:
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void SetUp() override {
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// Allocate device memory for results
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cudaMalloc(&d_results, NUM_TESTS * sizeof(Vec3<float>));
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}
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void TearDown() override {
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// Free device memory
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cudaFree(d_results);
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}
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// Number of operations to test
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static const int NUM_TESTS = 8;
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// Pointer to device memory for results
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Vec3<float> *d_results;
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// Host memory for results
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Vec3<float> h_results[NUM_TESTS];
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// Test with a reasonable epsilon for floating point comparisons
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float epsilon = 1e-5f;
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};
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TEST_F(Vec3CudaTest, BasicOperations) {
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// Define test vectors
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Vec3<float> a{1.0f, 2.0f, 3.0f};
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Vec3<float> b{4.0f, 5.0f, 6.0f};
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float scalar = 2.0f;
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// Launch kernel with 8 threads to test different operations
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testVec3Operations<<<1, NUM_TESTS>>>(d_results, a, b, scalar);
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// Check for kernel execution errors
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cudaError_t cudaStatus = cudaGetLastError();
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ASSERT_EQ(cudaStatus, cudaSuccess)
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<< "Kernel launch failed: " << cudaGetErrorString(cudaStatus);
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// Copy results back to host
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cudaStatus = cudaMemcpy(h_results, d_results, NUM_TESTS * sizeof(Vec3<float>),
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cudaMemcpyDeviceToHost);
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ASSERT_EQ(cudaStatus, cudaSuccess)
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<< "cudaMemcpy failed: " << cudaGetErrorString(cudaStatus);
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// Wait for GPU to finish
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cudaStatus = cudaDeviceSynchronize();
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ASSERT_EQ(cudaStatus, cudaSuccess)
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<< "cudaDeviceSynchronize failed: " << cudaGetErrorString(cudaStatus);
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// Test addition
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EXPECT_NEAR(h_results[0].x, 5.0f, epsilon);
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EXPECT_NEAR(h_results[0].y, 7.0f, epsilon);
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EXPECT_NEAR(h_results[0].z, 9.0f, epsilon);
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// Test subtraction
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EXPECT_NEAR(h_results[1].x, -3.0f, epsilon);
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EXPECT_NEAR(h_results[1].y, -3.0f, epsilon);
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EXPECT_NEAR(h_results[1].z, -3.0f, epsilon);
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// Test scale
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EXPECT_NEAR(h_results[2].x, 2.0f, epsilon);
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EXPECT_NEAR(h_results[2].y, 4.0f, epsilon);
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EXPECT_NEAR(h_results[2].z, 6.0f, epsilon);
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// Test dot product
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EXPECT_NEAR(h_results[3].x, 32.0f, epsilon);
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// Test cross product
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EXPECT_NEAR(h_results[4].x, -3.0f, epsilon);
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EXPECT_NEAR(h_results[4].y, 6.0f, epsilon);
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EXPECT_NEAR(h_results[4].z, -3.0f, epsilon);
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// Test squared norm
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EXPECT_NEAR(h_results[5].x, 14.0f, epsilon);
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// Test norm
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EXPECT_NEAR(h_results[6].x, std::sqrt(14.0f), epsilon);
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// Test normalized
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float norm = std::sqrt(14.0f);
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EXPECT_NEAR(h_results[7].x, 1.0f / norm, epsilon);
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EXPECT_NEAR(h_results[7].y, 2.0f / norm, epsilon);
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EXPECT_NEAR(h_results[7].z, 3.0f / norm, epsilon);
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}
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TEST_F(Vec3CudaTest, EdgeCases) {
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// Test with zero vector
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Vec3<float> zero{0.0f, 0.0f, 0.0f};
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Vec3<float> nonZero{1.0f, 2.0f, 3.0f};
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float scalar = 5.0f;
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// Launch kernel with 8 threads to test different operations
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testVec3Operations<<<1, NUM_TESTS>>>(d_results, zero, nonZero, scalar);
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// Check for kernel execution errors
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cudaError_t cudaStatus = cudaGetLastError();
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ASSERT_EQ(cudaStatus, cudaSuccess)
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<< "Kernel launch failed: " << cudaGetErrorString(cudaStatus);
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// Copy results back to host
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cudaStatus = cudaMemcpy(h_results, d_results, NUM_TESTS * sizeof(Vec3<float>),
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cudaMemcpyDeviceToHost);
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ASSERT_EQ(cudaStatus, cudaSuccess)
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<< "cudaMemcpy failed: " << cudaGetErrorString(cudaStatus);
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// Wait for GPU to finish
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cudaStatus = cudaDeviceSynchronize();
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ASSERT_EQ(cudaStatus, cudaSuccess)
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<< "cudaDeviceSynchronize failed: " << cudaGetErrorString(cudaStatus);
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// Test normalized with zero vector (should handle epsilon)
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// Normalized of zero vector should be very small but not NaN
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EXPECT_FALSE(isnan(h_results[7].x));
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EXPECT_FALSE(isnan(h_results[7].y));
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EXPECT_FALSE(isnan(h_results[7].z));
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// Test dot product with zero vector (should be zero)
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EXPECT_NEAR(h_results[3].x, 0.0f, epsilon);
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// Test cross product with zero vector (should be zero)
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EXPECT_NEAR(h_results[4].x, 0.0f, epsilon);
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EXPECT_NEAR(h_results[4].y, 0.0f, epsilon);
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EXPECT_NEAR(h_results[4].z, 0.0f, epsilon);
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}
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// Main function to run all tests
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int main(int argc, char **argv) {
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::testing::InitGoogleTest(&argc, argv);
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return RUN_ALL_TESTS();
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}
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