//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type //TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX:-cuda -compute -shaderobj -output-using-type //TEST_INPUT:ubuffer(data=[0 0 0 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; typedef DifferentialPair dpfloat3; [ForwardDifferentiable] float f(float a) { return a * a + a; } [ForwardDifferentiable] float f(float3 a) { return a.x * a.y + a.z; } [ForwardDifferentiable] float g(float a) { // df((2.0, 4.0, 6.0), (1.0, 2.0, 3.0)) // 2.0 * 2.0 + 4.0 * 1.0 + 3.0 = 11.0 return f(float3(a, 2*a, 3*a)); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { dpfloat dpa = dpfloat(2.0, 1.0); dpfloat3 dpf3 = dpfloat3(float3(1.0, 3.0, 5.0), float3(0.5, 1.5, 2.5)); outputBuffer[0] = f(dpa.p); // Expect: 6 outputBuffer[1] = f(dpf3.p); // Expect: 8 outputBuffer[2] = __fwd_diff(f)(dpf3).d; // Expect: 5.5 outputBuffer[3] = __fwd_diff(f)(dpa).d; // Expect: 5 outputBuffer[4] = __fwd_diff(g)(dpa).d; // Expect: 11.0 } }