diff options
Diffstat (limited to 'tests')
| -rw-r--r-- | tests/autodiff/reverse-arithmetic.slang | 78 | ||||
| -rw-r--r-- | tests/autodiff/reverse-arithmetic.slang.expected.txt | 8 |
2 files changed, 86 insertions, 0 deletions
diff --git a/tests/autodiff/reverse-arithmetic.slang b/tests/autodiff/reverse-arithmetic.slang new file mode 100644 index 000000000..4e13251e4 --- /dev/null +++ b/tests/autodiff/reverse-arithmetic.slang @@ -0,0 +1,78 @@ +//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 0 0 0], stride=4):out,name=outputBuffer +RWStructuredBuffer<float> outputBuffer; + +typedef DifferentialPair<float> dpfloat; +typedef float.Differential dfloat; + +[BackwardDifferentiable] +float f(float x) +{ + return x; +} + +[BackwardDifferentiable] +float h(float x, float y) +{ + float m = x + y; + float n = x - y; + return m * n + 2 * x * y; +} + +[BackwardDifferentiable] +float j(float x, float y) +{ + float m = x / y; + return m * y; +} + +[BackwardDifferentiable] +float k(float x, float y) +{ + float m = -x; + return m * y; +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) +{ + { + dpfloat dpa = dpfloat(2.0, 1.0); + + __bwd_diff(f)(dpa, 1.0); + + outputBuffer[0] = dpa.d; // Expect: 1 + } + + { + dpfloat dpa = dpfloat(2.0, 1.0); + dpfloat dpb = dpfloat(1.5, 1.0); + + __bwd_diff(h)(dpa, dpb, 1.0); + + outputBuffer[1] = dpa.d; // Expect: (2 * 2.0) + (2 * 1.5) = 7.0 + outputBuffer[2] = dpb.d; // Expect: -(2 * 1.5) + (2 * 2.0) = 1.0 + } + + { + dpfloat dpa = dpfloat(2.0, 1.0); + dpfloat dpb = dpfloat(1.5, 1.0); + + __bwd_diff(j)(dpa, dpb, 1.0); + + outputBuffer[3] = dpa.d; // Expect: 1 + outputBuffer[4] = dpb.d; // Expect: 0 + } + + { + dpfloat dpa = dpfloat(2.0, 1.0); + dpfloat dpb = dpfloat(1.5, 1.0); + + __bwd_diff(k)(dpa, dpb, 1.0); + + outputBuffer[5] = dpa.d; // Expect: -1.5 + outputBuffer[6] = dpb.d; // Expect: -2.0 + } +} diff --git a/tests/autodiff/reverse-arithmetic.slang.expected.txt b/tests/autodiff/reverse-arithmetic.slang.expected.txt new file mode 100644 index 000000000..297192e6c --- /dev/null +++ b/tests/autodiff/reverse-arithmetic.slang.expected.txt @@ -0,0 +1,8 @@ +type: float +1.000000 +7.000000 +1.000000 +1.000000 +0.000000 +-1.500000 +-2.000000 |
