//TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type //TEST(compute):COMPARE_COMPUTE_EX:-slang -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 0 0 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; [BackwardDifferentiable] float f(float x) { return exp(x); } [BackwardDifferentiable] float g(float x) { return sin(x); } [BackwardDifferentiable] float h(float x) { return cos(x); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) { { dpfloat dpa = dpfloat(2.0, 1.0); outputBuffer[0] = f(dpa.p); // Expect: 7.389056 outputBuffer[1] = __fwd_diff(f)(dpa).d; // Expect: 7.389056 outputBuffer[2] = g(dpa.p); // Expect: 0.909297 outputBuffer[3] = __fwd_diff(g)(dpa).d; // Expect: -0.416146 outputBuffer[4] = h(dpa.p); // Expect: -0.416146 outputBuffer[5] = __fwd_diff(h)(dpa).d; // Expect: -0.909297 } { dpfloat dpa = dpfloat(2.0, 0.0); __bwd_diff(f)(dpa, 1.0); outputBuffer[6] = dpa.d; // Expect: 7.389056 __bwd_diff(g)(dpa, 1.0); outputBuffer[7] = dpa.d; // Expect: -0.416146 __bwd_diff(h)(dpa, 1.0); outputBuffer[8] = dpa.d; // Expect: -0.909297 } }