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
|
//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], stride=4):out,name=outputBuffer
RWStructuredBuffer<float> outputBuffer;
typedef DifferentialPair<float> dpfloat;
struct A : IDifferentiable
{
float p;
float3 q;
}
[ForwardDifferentiable]
void g(A a, inout A aout)
{
float t = a.p + a.q.y * a.q.x;
aout.p = aout.p + t;
aout.q = aout.q * t;
}
[numthreads(1, 1, 1)]
void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID)
{
float p = 1.0;
float3 q = float3(1.0, 2.0, 3.0);
float dp = 1.0;
float3 dq = float3(1.0, 0.5, 0.25);
DifferentialPair<A> dpa = DifferentialPair<A>({p, q}, {dp, dq});
__fwd_diff(g)(DifferentialPair<A>( { p, q }, { dp, dq }), dpa);
outputBuffer[0] = dpa.p.p; // Expect: 4.0
outputBuffer[1] = dpa.d.q.x; // Expect: 6.5
outputBuffer[2] = dpa.d.q.y; // Expect: 8.5
outputBuffer[3] = dpa.d.q.z; // Expect: 11.25
}
|