diff options
| author | Yong He <yonghe@outlook.com> | 2023-01-23 06:59:25 -0800 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2023-01-23 06:59:25 -0800 |
| commit | 46a4d98baa1d43b33717b4377aefeeaf46b9c2ff (patch) | |
| tree | c89f3a1c416330f859887d00f896b18bcc7488a5 /tests/autodiff/reverse-struct-multi-write.slang | |
| parent | 263ca18ea516cfce43fda703c0a411aaf1938e42 (diff) | |
Full address insts elimination for backward autodiff. (#2604)
Co-authored-by: Yong He <yhe@nvidia.com>
Diffstat (limited to 'tests/autodiff/reverse-struct-multi-write.slang')
| -rw-r--r-- | tests/autodiff/reverse-struct-multi-write.slang | 48 |
1 files changed, 48 insertions, 0 deletions
diff --git a/tests/autodiff/reverse-struct-multi-write.slang b/tests/autodiff/reverse-struct-multi-write.slang new file mode 100644 index 000000000..dd12c7d3d --- /dev/null +++ b/tests/autodiff/reverse-struct-multi-write.slang @@ -0,0 +1,48 @@ + +//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], stride=4):out,name=outputBuffer +RWStructuredBuffer<float> outputBuffer; + +struct A : IDifferentiable +{ + float x; + float y; +}; + +[BackwardDifferentiable] +A f(A a) +{ + // Read/writes to local struct variables won't be SSA'd out by default. + // The backward diff preparation pass will kick in to create temp vars for them. + A aout; + aout.y = 2 * a.x; + aout.y = aout.y + 2 * a.x; + aout.x = aout.y + 5 * a.x; + + // The result should be equivalent to: + /* + A aout; + var tmp = 2 * a.x; + tmp = tmp + 2 * a.x; + aout.y = tmp; + aout.x = tmp + 5 * a.x; + */ + return aout; + +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) +{ + A a = {1.0, 2.0}; + + var dpa = diffPair(a); + + A.Differential dout = {1.0, 1.0}; + + __bwd_diff(f)(dpa, dout); + outputBuffer[0] = dpa.d.x; // Expect: 13 + outputBuffer[1] = dpa.d.y; // Expect: 0 +} |
