//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 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; typedef DifferentialPair dpfloat2; typedef DifferentialPair dpfloat3; [BackwardDifferentiable] float diffPow(float x, float y) { return pow(x, y); } [BackwardDifferentiable] float2 diffPow(float2 x, float2 y) { return pow(x, y); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) { { dpfloat dpx = dpfloat(5.0, 1.0); dpfloat dpy = dpfloat(3.0, 0.0); dpfloat res = __fwd_diff(diffPow)(dpx, dpy); outputBuffer[0] = res.p; // Expect: 125.000000 outputBuffer[1] = res.d; // Expect: 75.000000 } { dpfloat2 dpx = dpfloat2(float2(10.0, 3.0), float2(0.0, -2.0)); dpfloat2 dpy = dpfloat2(float2(2.5, 4.0), float2(1.0, 1.0)); dpfloat2 res = __fwd_diff(diffPow)(dpx, dpy); outputBuffer[2] = res.p[0]; // Expect: 316.227722 outputBuffer[3] = res.d[0]; // Expect: 728.141235 outputBuffer[4] = res.p[1]; // Expect: 81.000000 outputBuffer[5] = res.d[1]; // Expect: -127.012398 } { dpfloat2 dpx = dpfloat2(float2(2.0, 4.0), float2(0.0, 0.0)); dpfloat2 dpy = dpfloat2(float2(3.0, -2.0), float2(0.0, 0.0)); __bwd_diff(diffPow)(dpx, dpy, float2(1.0, 1.0)); outputBuffer[6] = dpx.d[0]; // Expect: 12.000000 outputBuffer[7] = dpx.d[1]; // Expect: -0.031250 outputBuffer[8] = dpy.d[0]; // Expect: 5.545177 outputBuffer[9] = dpy.d[1]; // Expect: 0.086643 } }