//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] float2 test_reshape(float3 x, float3 y, int i, int j) { float2x3 m = float2x3(x, y); let mSmall = float2x2(m); return mSmall[i] + mSmall[j]; } [BackwardDifferentiable] float3 test_vectorFromScalar(float x) { return float3(x); } [BackwardDifferentiable] float3x3 test_matrixFromScalar(float x) { return float3x3(x); } [BackwardDifferentiable] float2x2 test_matrixConstruct(float a, float b, float c, float d) { return float2x2(a, b, c, d); } [BackwardDifferentiable] float3 test_makeVector(float x, float2 y) { return float3(x, y); } [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_reshape)(dpx, dpy, 0, 1, dfloat2(1.0, 2.0)); outputBuffer[0] = dpx.d.y; // Expect: 2 outputBuffer[1] = dpy.d.y; // Expect: 2 } { DifferentialPair dpx = diffPair(1.0, 0.0); __bwd_diff(test_vectorFromScalar)(dpx, dfloat3(2.0)); outputBuffer[2] = dpx.d; // Expect: 6.0 } { DifferentialPair dpx = diffPair(1.0, 0.0); __bwd_diff(test_matrixFromScalar)(dpx, float3x3(1.0)); outputBuffer[3] = dpx.d; // Expect: 9.0 } { DifferentialPair dpa = diffPair(1.0, 0.0); DifferentialPair dpb = diffPair(1.0, 0.0); DifferentialPair dpc = diffPair(1.0, 0.0); DifferentialPair dpd = diffPair(1.0, 0.0); __bwd_diff(test_matrixConstruct)(dpa, dpb, dpc, dpd, float2x2(1.0, 2.0, 3.0, 4.0)); outputBuffer[4] = dpa.d; // Expect: 1.0 outputBuffer[5] = dpb.d; // Expect: 2.0 outputBuffer[6] = dpc.d; // Expect: 3.0 outputBuffer[7] = dpd.d; // Expect: 4.0 } { DifferentialPair dpx = diffPair(1.0, 0.0); dpfloat2 dpy = dpfloat2(float2(1.5, 2.5), float2(0.0, 0.0)); __bwd_diff(test_makeVector)(dpx, dpy, float3(1.0, 1.5, 2.0)); outputBuffer[8] = dpx.d; // Expect: 1.0 outputBuffer[9] = dpy.d.x; // Expect: 1.5 outputBuffer[10] = dpy.d.y; // Expect: 2.0 } }