// Test calling differentiable function through dynamic dispatch. //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; [anyValueSize(16)] interface IInterface : IDifferentiable { [Differentiable] float calc(float x); } struct A : IInterface { float data1; [Differentiable] __init(float data1) { this.data1 = data1; } [Differentiable] float calc(float x) { return x * x * x * data1; } }; struct B : IInterface { float data1; float data2; [Differentiable] __init(float data1, float data2) { this.data1 = data1; this.data2 = data2; } [Differentiable] float calc(float x) { return x * x * data1 * data2; } }; [Differentiable] float doThing(IInterface obj, float x) { return obj.calc(x); } [Differentiable] float f(uint id, float x) { IInterface obj; if (id == 0) obj = A(x); // x^4 else obj = B(x, x); // x^4 return doThing(obj, x) + doThing(obj, x); // 2 * x^4 } //TEST_INPUT: type_conformance A:IInterface = 0 //TEST_INPUT: type_conformance B:IInterface = 1 [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { var dpx = diffPair(1.0); bwd_diff(f)(dispatchThreadID.x, dpx, 2.0); outputBuffer[0] = dpx.d; // Expect: 2 * 4 * x^3 * dx = 8 * x^3 * dx = 16 } { var dpx = diffPair(1.5); bwd_diff(f)(dispatchThreadID.x + 1, dpx, 1.0); outputBuffer[1] = dpx.d; // Expect: 2 * 4 * x^3 * dx = 8 * (1.5)^3 * 1.0 = 27 } }