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//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK): -slang -compute -shaderobj -output-using-type
//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-cuda -compute -shaderobj -output-using-type
//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-vk -compute -shaderobj -output-using-type
#define DO_FLOOR
#define MANUAL_DERIVATIVE
#ifndef MANUAL_DERIVATIVE
[BackwardDifferentiable]
#endif
float unusual_norm<let N : uint>(Array<float, N> x)
{
float result = 0.f;
#ifndef MANUAL_DERIVATIVE
[ForceUnroll]
#endif
for(uint i = 0; i < N; i++)
{
#ifdef DO_FLOOR
result += pow(floor(x[i]), 4);
#else
result += pow(x[i], 4);
#endif
}
return result;
}
#ifdef MANUAL_DERIVATIVE
[BackwardDerivativeOf(unusual_norm)]
void unusual_norm_bwd<let N : uint>(inout DifferentialPair<Array<float, N>> x, float dResult)
{
Array<float, N> derivatives;
for(uint i = 0; i < N; i++)
{
derivatives[i] = 4.f * dResult * pow(x.p[i], 3);
}
x = diffPair(x.p, derivatives);
}
#endif
//TEST_INPUT:ubuffer(data=[0 0 0 0 0], stride=4):out,name=g_out
RWStructuredBuffer<float> g_out;
[shader("compute")]
[numthreads(1, 1, 1)]
void computeMain(uint3 dtid : SV_DispatchThreadID)
{
Array<float, 5> x;
for(uint i = 0; i < 5; i++)
{
x[i] = float(i + dtid.x);
}
DifferentialPair<Array<float, 5>> x_pd = diffPair(x, {});
bwd_diff(unusual_norm)(x_pd, 1.0f);
for (int i = 0; i < 5; i++)
g_out[i] = x_pd.d[i];
// CHECK: 0.0
// CHECK: 4.0
// CHECK: 32.0
// CHECK: 108.0
// CHECK: 256.0
}
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