//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 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; typedef DifferentialPair dpfloat2; typedef DifferentialPair dpfloat3; [BackwardDifferentiable] float diffSqrt(float x) { return sqrt(x); } [BackwardDifferentiable] float2 diffSqrt(float2 x) { return sqrt(x); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) { { dpfloat dpx = dpfloat(2.0, 1.0); dpfloat res = __fwd_diff(diffSqrt)(dpx); outputBuffer[0] = res.p; // Expect: 1.414214 outputBuffer[1] = res.d; // Expect: 0.353553 } { dpfloat dpx = dpfloat(100.0, -3.0); dpfloat res = __fwd_diff(diffSqrt)(dpx); outputBuffer[2] = res.p; // Expect: 10.000000 outputBuffer[3] = res.d; // Expect: -0.150000 } { dpfloat dpx = dpfloat(0.0, 1.0); dpfloat res = __fwd_diff(diffSqrt)(dpx); outputBuffer[4] = res.p; // Expect: 0.000000 outputBuffer[5] = res.d; // Expect: 1581.138916 } { dpfloat2 dpx = dpfloat2(float2(10.0, 3.0), float2(0.0, 0.0)); __bwd_diff(diffSqrt)(dpx, float2(1.0, 2.0)); outputBuffer[6] = dpx.d[0]; // Expect: 0.158114 outputBuffer[7] = dpx.d[1]; // Expect: 0.577350 } { var dpx = diffPair(float2x2(4.0, 9.0, 16.0, 25.0), float2x2(0.0, 0.0, 0.0, 0.0)); __bwd_diff(sqrt)(dpx, float2x2(1.0, 2.0, 3.0, 4.0)); outputBuffer[8] = dpx.d[0][0]; // Expect: 0.25 outputBuffer[9] = dpx.d[0][1]; // Expect: 0.3333 outputBuffer[10] = dpx.d[1][0]; // Expect: 0.375 outputBuffer[11] = dpx.d[1][1]; // Expect: 0.4 } }