//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 dpfloat2; typedef DifferentialPair dpfloat3; typedef DifferentialPair dpfloat4; [Differentiable] float4 f(float4 x) { return float4(x.rgb, x.a * x.a); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) { { float4 a = float4(1.0, 2.0, 3.0, 4.0); float4 da = float4(1.0, 0.5, 1.5, 2.5); outputBuffer[0] = fwd_diff(f)(dpfloat4(a, da)).d.x; } { float4 a = float4(1.0, 2.0, 3.0, 4.0); var dpa = diffPair(a); bwd_diff(f)(dpa, float4(1.0, 0.5, 1.5, 2.5)); outputBuffer[1] = dpa.d.x; // 1.0 outputBuffer[2] = dpa.d.y; // 0.5 outputBuffer[3] = dpa.d.z; // 0.0 outputBuffer[4] = dpa.d.a; // 0.0 } }