//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; typedef DifferentialPair dpfloat; typedef DifferentialPair dpfloat3; [ForwardDifferentiable] float f(float x) { return x * x + x * x * x; } [ForwardDifferentiable] float f2(float x) { return f(x); } float g(float x) { return x * x + x * x * x; } [ForwardDifferentiable] float g2(float x) { return no_diff(g(x)); } struct A { float o; [ForwardDifferentiable] [NoDiffThis] float doSomethingDifferentiable(float b) { return o + b; } float doSomethingNotDifferentiable(float b) { return o * b; } } [ForwardDifferentiable] float h2(A a, float k) { float v = k * k; return no_diff(a.doSomethingNotDifferentiable(k)) + v; } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { outputBuffer[0] = f2(1.0); // Expect: 2.0 outputBuffer[1] = __fwd_diff(f2)(dpfloat(1.0, 1.0)).d; // Expect: 5.0 outputBuffer[2] = __fwd_diff(f2)(dpfloat(1.0, 1.0)).p; // Expect: 2.0 outputBuffer[3] = __fwd_diff(g2)(dpfloat(1.0, 1.0)).d; // Expect: 0.0 outputBuffer[4] = __fwd_diff(h2)({1.0}, DifferentialPair(1.0, 2.0)).d; // Expect: 4.0 } }