//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 float.Differential dfloat; [ForwardDifferentiable] float f(float x) { return x; } dpfloat g_jvp_(dpfloat dpx) { return dpfloat(dpx.p, 2 * dpx.d); } [ForwardDerivative(g_jvp_)] float g(float x) { return x + x; } [ForwardDifferentiable] float h(float x, float y) { float m = x + y; float n = x - y; return m * n + 2 * x * y; } [ForwardDifferentiable] float j(float x, float y) { float m = x / y; return m * y; } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { dpfloat dpa = dpfloat(2.0, 1.0); dpfloat dpb = dpfloat(1.5, 1.0); outputBuffer[0] = __fwd_diff(f)(dpa).d; // Expect: 1 outputBuffer[1] = __fwd_diff(f)(dpfloat(dpa.p, 0.0)).d; // Expect: 0 outputBuffer[2] = __fwd_diff(g)(dpa).d; // Expect: 2 outputBuffer[3] = __fwd_diff(h)(dpa, dpb).d; // Expect: 8 outputBuffer[4] = __fwd_diff(j)(dpa, dpb).d; // Expect: 1 } }