// Tests automatic synthesis of Differential type and method requirements. //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 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; struct B : IDifferentiable { float x; } struct A : IDifferentiable { B b; float y; }; typedef DifferentialPair dpA; A nonDiff(A a) { return a; } [ForwardDifferentiable] A f(A a) { A aout; aout.y = 2 * a.b.x; aout.b.x = 5 * a.b.x; return no_diff(nonDiff(aout)); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { A a = {1.0, 2.0}; A.Differential b = {0.2}; dpA dpa = dpA(a, b); outputBuffer[0] = __fwd_diff(f)(dpa).d.b.x; // Expect: 0 outputBuffer[1] = A.dadd(b, b).b.x; // Expect: 0.4 outputBuffer[2] = A.dmul(2.0, b).b.x; // Expect: 0.4 } }