//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:-cpu -compute -output-using-type -shaderobj //TEST_INPUT:ubuffer(data=[0 0 0 0 0 0 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; typedef DifferentialPair dpfloat2; typedef DifferentialPair dpfloat3; [BackwardDifferentiable] float diffExp(float x) { return exp(x); } [BackwardDifferentiable] float diffSin(float x) { return sin(x); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) { { dpfloat dpx = dpfloat(2.0, 1.0); __bwd_diff(diffExp)(dpx, 1.0); outputBuffer[0] = dpx.p; // Expect: 2 outputBuffer[1] = dpx.d; // Expect: 7.389056 } { dpfloat dpx = dpfloat(0.0, 1.0); __bwd_diff(diffExp)(dpx, 1.0); outputBuffer[2] = dpx.p; // Expect: 0.000000 outputBuffer[3] = dpx.d; // Expect: 1.000000 } { dpfloat dpx = dpfloat(float.getPi(), 1.0); __bwd_diff(diffSin)(dpx, 1.0); outputBuffer[4] = dpx.d; // Expect: -1.000000 } { dpfloat dpx = dpfloat(float.getPi() / 3.0, 1.0); __bwd_diff(sincos)(dpx, 1.0, 0.0); outputBuffer[5] = dpx.d; // Expect: 0.5 __bwd_diff(sincos)(dpx, 0.0, 1.0); outputBuffer[6] = dpx.d; // Expect: -0.8660254 __bwd_diff(sincos)(dpx, 1.0, 1.0); outputBuffer[7] = dpx.d; // Expect: -0.3660254 } }