//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 0 0 0 0 0 0], stride=4):out,name=outputBuffer RWStructuredBuffer outputBuffer; typedef DifferentialPair dpfloat3; typedef float3.Differential dfloat3; typedef DifferentialPair dpfloat2; typedef float2.Differential dfloat2; [BackwardDifferentiable] float3 test_simple(float3 x, float3 y) { return x + y; } [BackwardDifferentiable] float test_swizzles(float3 x, float3 y) { return x.y + y.x; } [BackwardDifferentiable] float3 test_constructor(float3 x, float3 y) { return float3(x.y + y.x, y.z, x.z); } [BackwardDifferentiable] float3 test_complex_arith(float3 x, float2 y) { float2 t = float2(x.x, y.x) + 2.0 * float2(x.z, y.y); return float3( (2.0f * x.z + y.y * 4.0f - t.y), (3.0f * t + y).x, t.x); } [numthreads(1, 1, 1)] void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) { { dpfloat3 dpx = dpfloat3(float3(2.0, 3.0, 4.0), float3(0.0, 0.0, 0.0)); dpfloat3 dpy = dpfloat3(float3(1.5, 2.5, 3.5), float3(0.0, 0.0, 0.0)); __bwd_diff(test_simple)(dpx, dpy, dfloat3(1.0, 2.0, 3.0)); outputBuffer[0] = dpx.d.y; // Expect: 2 outputBuffer[1] = dpy.d.y; // Expect: 2 } { dpfloat3 dpx = dpfloat3(float3(2.0, 3.0, 4.0), float3(0.0, 0.0, 0.0)); dpfloat3 dpy = dpfloat3(float3(1.5, 2.5, 3.5), float3(0.0, 0.0, 0.0)); __bwd_diff(test_swizzles)(dpx, dpy, 2.3); outputBuffer[2] = dpx.d.y; // Expect: 2.3 outputBuffer[3] = dpy.d.x; // Expect: 2.3 outputBuffer[4] = dpy.d.y; // Expect: 0.0 } { dpfloat3 dpx = dpfloat3(float3(2.0, 3.0, 4.0), float3(0.0, 0.0, 0.0)); dpfloat3 dpy = dpfloat3(float3(1.5, 2.5, 3.5), float3(0.0, 0.0, 0.0)); __bwd_diff(test_constructor)(dpx, dpy, float3(1.0, 1.5, 2.0)); outputBuffer[5] = dpx.d.y; // Expect: 1.0 outputBuffer[6] = dpy.d.x; // Expect: 1.0 outputBuffer[7] = dpy.d.z; // Expect: 1.5 } { dpfloat3 dpx = dpfloat3(float3(2.0, 3.0, 4.0), float3(0.0, 0.0, 0.0)); dpfloat2 dpy = dpfloat2(float2(1.5, 2.5), float2(0.0, 0.0)); __bwd_diff(test_complex_arith)(dpx, dpy, float3(1.0, 1.5, 2.0)); outputBuffer[8] = dpx.d.y; // Expect: 0.0 outputBuffer[9] = dpy.d.x; // Expect: -1.0 + 1.5 = 0.5 outputBuffer[10] = dpx.d.z; // Expect: 2.0 + 9.0 + 4.0 = 15.0 } }