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//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], stride=4):out,name=outputBuffer
RWStructuredBuffer<float> outputBuffer;
typedef DifferentialPair<float> dpfloat;
typedef float.Differential dfloat;
[ForwardDifferentiable]
float f(float x)
{
return x;
}
dpfloat g_jvp_(dpfloat dpx)
{
return dpfloat(dpx.p, 2 * dpx.d);
}
[ForwardDerivative(g_jvp_)]
float g(float x)
{
return x + x;
}
[ForwardDifferentiable]
float h(float x, float y)
{
float m = x + y;
float n = x - y;
return m * n + 2 * x * y;
}
[ForwardDifferentiable]
float j(float x, float y)
{
float m = x / y;
return m * y;
}
[numthreads(1, 1, 1)]
void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID)
{
{
dpfloat dpa = dpfloat(2.0, 1.0);
dpfloat dpb = dpfloat(1.5, 1.0);
outputBuffer[0] = __fwd_diff(f)(dpa).d; // Expect: 1
outputBuffer[1] = __fwd_diff(f)(dpfloat(dpa.p, 0.0)).d; // Expect: 0
outputBuffer[2] = __fwd_diff(g)(dpa).d; // Expect: 2
outputBuffer[3] = __fwd_diff(h)(dpa, dpb).d; // Expect: 8
outputBuffer[4] = __fwd_diff(j)(dpa, dpb).d; // Expect: 1
}
}
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