diff options
| author | Sai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com> | 2024-08-27 15:00:43 -0400 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2024-08-27 15:00:43 -0400 |
| commit | d40c143eb4f19f1dfd0d0dcf9b718be6e495ca27 (patch) | |
| tree | 733e01744dc2788107bcca4143126dc220aa10ab /tests | |
| parent | 59c23b96b3649e77f5428c32e47b4401a802c604 (diff) | |
Explicitly detach derivative when forming a non-differentiable struct out of differentiable args (#4901)
* Explicitly detach derivative when forming a non-differentiable struct out of differentiable args
This fixes an issue where initializer lists get optimized out and lose information about non-differentiability.
There are 2 places where this could have been fixed:
1. When coercing initializer-list exprs, we can check for non-differentiable aggregate types and use a detach derivative on all the args.
2. Add an extra case in the peephole optimization step that adds detach-derivative when simplifying a make-struct of a non-differentiable type.
Even though solution 2 is more elegant, this PR goes with solution 1 simply to avoid having to use a differentiable-type-conformance-context that is used in the auto-diff IR passes to check for differentiability.
* Change test name + add expected vals
Diffstat (limited to 'tests')
| -rw-r--r-- | tests/autodiff/field-extract-of-make-struct.slang | 43 | ||||
| -rw-r--r-- | tests/autodiff/field-extract-of-make-struct.slang.expected.txt | 6 |
2 files changed, 49 insertions, 0 deletions
diff --git a/tests/autodiff/field-extract-of-make-struct.slang b/tests/autodiff/field-extract-of-make-struct.slang new file mode 100644 index 000000000..1cf2b40c4 --- /dev/null +++ b/tests/autodiff/field-extract-of-make-struct.slang @@ -0,0 +1,43 @@ +//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:-cpu -compute -output-using-type -shaderobj + +//TEST_INPUT:ubuffer(data=[0 0 0 0 0], stride=4):out,name=outputBuffer +RWStructuredBuffer<float> outputBuffer; + +// This test checks to ensure that expressions of the form FieldExtract(MakeStruct(...)) +// are handled correctly in the presence of differentiation. +// Such expressions are often optimized out, and the non-differentiability of the struct +// type can be accidentally overlooked. +// + +typedef DifferentialPair<float> dpfloat; +typedef float.Differential dfloat; + +struct Data +{ + [PreferRecompute] + __init(float tin) + { + this.t = tin; + } + float t; +}; + +[BackwardDifferentiable] +float test_make_struct(float y) +{ + Data d = { y }; + return d.t; +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) +{ + { + dpfloat dpa = dpfloat(1.0, 0.0); + + bwd_diff(test_make_struct)(dpa, 1.0f); + outputBuffer[0] = dpa.d; // Expect: 0.0 + } +}
\ No newline at end of file diff --git a/tests/autodiff/field-extract-of-make-struct.slang.expected.txt b/tests/autodiff/field-extract-of-make-struct.slang.expected.txt new file mode 100644 index 000000000..e070cf84d --- /dev/null +++ b/tests/autodiff/field-extract-of-make-struct.slang.expected.txt @@ -0,0 +1,6 @@ +type: float +0.000000 +0.000000 +0.000000 +0.000000 +0.000000 |
