//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], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat; struct A : IDifferentiable { float p; float3 q; } [ForwardDifferentiable] void g(A a, inout A aout) { float t = a.p + a.q.y * a.q.x; aout.p = aout.p + t; aout.q = aout.q * t; } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { float p = 1.0; float3 q = float3(1.0, 2.0, 3.0); float dp = 1.0; float3 dq = float3(1.0, 0.5, 0.25); DifferentialPair dpa = DifferentialPair({p, q}, {dp, dq}); __fwd_diff(g)(DifferentialPair( { p, q }, { dp, dq }), dpa); outputBuffer[0] = dpa.p.p; // Expect: 4.0 outputBuffer[1] = dpa.d.q.x; // Expect: 6.5 outputBuffer[2] = dpa.d.q.y; // Expect: 8.5 outputBuffer[3] = dpa.d.q.z; // Expect: 11.25 }