summaryrefslogtreecommitdiffstats
path: root/tests/autodiff-dstdlib/dstdlib-elementary-bwd.slang
blob: 53972ac2c012ccbff64a745941d705a684980133 (plain)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
//TEST(compute, vulkan):COMPARE_COMPUTE_EX:-vk -compute -shaderobj -output-using-type
//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type
//TEST(compute):COMPARE_COMPUTE_EX:-cpu -compute -output-using-type -shaderobj

//TEST_INPUT:ubuffer(data=[0 0 0 0 0 0 0 0], stride=4):out,name=outputBuffer
RWStructuredBuffer<float> outputBuffer;

typedef DifferentialPair<float> dpfloat;
typedef DifferentialPair<float2> dpfloat2;
typedef DifferentialPair<float3> dpfloat3;

[BackwardDifferentiable]
float diffExp(float x)
{
    return exp(x);
}

[BackwardDifferentiable]
float diffSin(float x)
{
    return sin(x);
}

[numthreads(1, 1, 1)]
void computeMain(uint3 dispatchThreadID: SV_DispatchThreadID)
{
    {
        dpfloat dpx = dpfloat(2.0, 1.0);
        __bwd_diff(diffExp)(dpx, 1.0);
        outputBuffer[0] = dpx.p; // Expect: 2
        outputBuffer[1] = dpx.d; // Expect: 7.389056
    }

    {
        dpfloat dpx = dpfloat(0.0, 1.0);
        __bwd_diff(diffExp)(dpx, 1.0);
        outputBuffer[2] = dpx.p; // Expect: 0.000000
        outputBuffer[3] = dpx.d; // Expect: 1.000000
    }

    {
        dpfloat dpx = dpfloat(float.getPi(), 1.0);
        __bwd_diff(diffSin)(dpx, 1.0);
        outputBuffer[4] = dpx.d; // Expect: -1.000000
    }

    {
        dpfloat dpx = dpfloat(float.getPi() / 3.0, 1.0);
        __bwd_diff(sincos)(dpx, 1.0, 0.0);
        outputBuffer[5] = dpx.d; // Expect: 0.5
        __bwd_diff(sincos)(dpx, 0.0, 1.0);
        outputBuffer[6] = dpx.d; // Expect: -0.8660254
        __bwd_diff(sincos)(dpx, 1.0, 1.0);
        outputBuffer[7] = dpx.d; // Expect: -0.3660254
    }
}