diff options
Diffstat (limited to 'tests/autodiff/high-order-forward-diff-struct.slang')
| -rw-r--r-- | tests/autodiff/high-order-forward-diff-struct.slang | 50 |
1 files changed, 50 insertions, 0 deletions
diff --git a/tests/autodiff/high-order-forward-diff-struct.slang b/tests/autodiff/high-order-forward-diff-struct.slang new file mode 100644 index 000000000..7e39640a1 --- /dev/null +++ b/tests/autodiff/high-order-forward-diff-struct.slang @@ -0,0 +1,50 @@ +//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type +//TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type + +//TEST_INPUT:ubuffer(data=[0 0 0 0], stride=4):out,name=outputBuffer +RWStructuredBuffer<float> outputBuffer; + +struct MyStruct : IDifferentiable +{ + float x; + uint i; + + [ForwardDifferentiable] + __init(float x, uint i) + { + this.x = x; + this.i = i; + } +}; + +[ForwardDifferentiable] +float mySqr(MyStruct s) +{ + if (s.i >= 1) + return s.x * s.x; + else + return 0.f; +} + +[ForwardDifferentiable] +float f(float x) +{ + MyStruct ms = MyStruct(x * x, 1); + return mySqr(ms); +} + +[ForwardDifferentiable] +float df(float x) +{ + return __fwd_diff(f)(DifferentialPair<float>(x, 1.0)).d; +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) +{ + // Given f(x) = x^4, + // f''(x) = 12 * x^2 + // Expect f''(4) = 192 + outputBuffer[0] = __fwd_diff(df)(DifferentialPair<float>(4.0, 1.0)).d; +} + |
