From 25affe8e724fe4ee60a3b8ec2c494926930ba59f Mon Sep 17 00:00:00 2001 From: winmad Date: Mon, 14 Nov 2022 16:43:55 -0800 Subject: Adding some math functions and their derivatives (#2497) --- tests/autodiff-dstdlib/dstdlib-pow.slang | 43 ++++++++++++++++++++++++++++++++ 1 file changed, 43 insertions(+) create mode 100644 tests/autodiff-dstdlib/dstdlib-pow.slang (limited to 'tests/autodiff-dstdlib/dstdlib-pow.slang') diff --git a/tests/autodiff-dstdlib/dstdlib-pow.slang b/tests/autodiff-dstdlib/dstdlib-pow.slang new file mode 100644 index 000000000..66f919b03 --- /dev/null +++ b/tests/autodiff-dstdlib/dstdlib-pow.slang @@ -0,0 +1,43 @@ +//TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type +//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type + +//TEST_INPUT:ubuffer(data=[0 0 0 0 0 0], stride=4):out,name=outputBuffer +RWStructuredBuffer outputBuffer; + +typedef DifferentialPair dpfloat; +typedef DifferentialPair dpfloat2; +typedef DifferentialPair dpfloat3; + +[ForwardDifferentiable] +float diffPow(float x, float y) +{ + return pow(x, y); +} + +[ForwardDifferentiable] +float2 diffPow2(float2 x, float2 y) +{ + return pow(x, y); +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID) +{ + { + dpfloat dpx = dpfloat(5.0, 1.0); + dpfloat dpy = dpfloat(3.0, 0.0); + dpfloat res = __fwd_diff(diffPow)(dpx, dpy); + outputBuffer[0] = res.p; // Expect: 125.000000 + outputBuffer[1] = res.d; // Expect: 75.000000 + } + + { + dpfloat2 dpx = dpfloat2(float2(10.0, 3.0), float2(0.0, -2.0)); + dpfloat2 dpy = dpfloat2(float2(2.5, 4.0), float2(1.0, 1.0)); + dpfloat2 res = __fwd_diff(diffPow2)(dpx, dpy); + outputBuffer[2] = res.p[0]; // Expect: 316.227722 + outputBuffer[3] = res.d[0]; // Expect: 728.141235 + outputBuffer[4] = res.p[1]; // Expect: 81.000000 + outputBuffer[5] = res.d[1]; // Expect: -127.012398 + } +} -- cgit v1.2.3