From fe77f076b46f45d6c89ab8592d0ff548bda223de Mon Sep 17 00:00:00 2001 From: Sai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com> Date: Tue, 4 Feb 2025 18:41:11 -0800 Subject: Fix non-square matrix derivatives (#6282) --- tests/autodiff/matrix-arithmetic-non-sqr.slang | 41 ++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 tests/autodiff/matrix-arithmetic-non-sqr.slang (limited to 'tests') diff --git a/tests/autodiff/matrix-arithmetic-non-sqr.slang b/tests/autodiff/matrix-arithmetic-non-sqr.slang new file mode 100644 index 000000000..bc42097d5 --- /dev/null +++ b/tests/autodiff/matrix-arithmetic-non-sqr.slang @@ -0,0 +1,41 @@ +//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-slang -compute -shaderobj -output-using-type + +//TEST_INPUT:ubuffer(data=[0 0 0 0], stride=4):out,name=outputBuffer +RWStructuredBuffer outputBuffer; + +[Differentiable] +float h_outer(float a, float b, float c) +{ + const float3x2 m2 = float3x2(2 * a, 0.0, + 0.0, 3 * b, + 0.0, 5 * c); + + const float3x3 m1 = float3x3(1.f); + return h(m1, m2); +} + +[Differentiable] +float h(float3x3 x, float3x2 y) +{ + let res = mul(x, y); + return dot(mul(res, float2(1.0)), float3(1.0)); +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) +{ + // Do a bwd_diff test for h_outer + var dpa = diffPair(1.f, 0.f); + var dpb = diffPair(1.f, 0.f); + var dpc = diffPair(1.f, 0.f); + bwd_diff(h_outer)(dpa, dpb, dpc, 1.f); + + outputBuffer[1] = dpa.d; + outputBuffer[2] = dpb.d; + outputBuffer[3] = dpc.d; + + // CHECK: type: float + // CHECK: 6.0 + // CHECK: 9.0 + // CHECK: 15.0 +} -- cgit v1.2.3