//Tests automatic synthesis of Differential type requirement. //TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type -dx12 //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], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; struct PathData : IDifferentiable { float3 thp; uint length; bool terminated; bool isHit; [BackwardDifferentiable] __init() { this.thp = float3(1.f); this.length = 0; this.terminated = false; this.isHit = false; } } bool traceRayInline(uint length) { if (length < 2) return true; else return false; } float3 getAlbedo(uint length) { return float3(0.9f, 1.f, 1.f); } float3 getAlbedoDerivative(uint length) { return float3(1.f, 0.f, 0.f); } [ForwardDerivativeOf(getAlbedo)] [TreatAsDifferentiable] DifferentialPair __fwd_d_getAlbedo(uint length) { float3 primalValue = getAlbedo(length); float3 derivativeValue = no_diff getAlbedoDerivative(length); return DifferentialPair(primalValue, derivativeValue); } [BackwardDerivativeOf(getAlbedo)] [TreatAsDifferentiable] void __bwd_d_getAlbedo(uint length, float3 dOut) { outputBuffer[2] += dOut.x; } [BackwardDifferentiable] void handleHit(inout PathData pathData) { if (pathData.length >= 2) { pathData.terminated = true; return; } float3 albedo = getAlbedo(pathData.length); pathData.thp *= albedo; pathData.length++; } [BackwardDifferentiable] [PreferRecompute] float3 tracePath() { PathData pathData = PathData(); if (traceRayInline(pathData.length)) { pathData.isHit = true; } else { pathData.terminated = true; pathData.isHit = false; } [MaxIters(4)] while (!pathData.terminated) { if (pathData.isHit) { handleHit(pathData); //pathData.isHit = traceRayInline(pathData.length); if (!traceRayInline(pathData.length)) pathData.isHit = false; else pathData.isHit = true; } else { pathData.terminated = true; } } return pathData.thp; } [numthreads(1, 1, 1)] void computeMain(uint3 dispathThreadID: SV_DispatchThreadID) { DifferentialPair dpThp = __fwd_diff(tracePath)(); outputBuffer[0] = dpThp.p.x; outputBuffer[1] = dpThp.d.x; __bwd_diff(tracePath)(float3(1.f, 0.f, 0.f)); }