diff options
Diffstat (limited to 'tests/language-feature/tuple')
| -rw-r--r-- | tests/language-feature/tuple/tuple-autodiff.slang | 49 |
1 files changed, 49 insertions, 0 deletions
diff --git a/tests/language-feature/tuple/tuple-autodiff.slang b/tests/language-feature/tuple/tuple-autodiff.slang new file mode 100644 index 000000000..d42cc0159 --- /dev/null +++ b/tests/language-feature/tuple/tuple-autodiff.slang @@ -0,0 +1,49 @@ + +//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-slang -compute -shaderobj -output-using-type +//TEST(compute, vulkan):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-vk -compute -shaderobj -output-using-type +//TEST(compute):COMPARE_COMPUTE_EX(filecheck-buffer=CHECK):-cpu -compute -output-using-type -shaderobj + +// This is a test modified from autodiff/reverse-struct-multi-write.slang to test that +// tuple types can be autodiff'ed the same way as struct types. + +//TEST_INPUT:ubuffer(data=[1 2], stride=4):out,name=outputBuffer +RWStructuredBuffer<float> outputBuffer; + +typealias A = Tuple<float, Tuple<float, float>>; + +[Differentiable] +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._1._1 = 2 * a._1._0; + aout._1._1 = aout._1._1 + 2 * a._1._0; + aout._1._0 = aout._1._1 + 5 * a._1._0; + + // 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 = makeTuple(1.0, makeTuple(1.0, 2.0)); + + var dpa = diffPair(a); + + A.Differential dout = makeTuple(1.0, makeTuple(1.0, 1.0)); + + bwd_diff(f)(dpa, dout); + // CHECK: 13 + outputBuffer[0] = dpa.d._1._0; // Expect: 13 + // CHECK: 0 + outputBuffer[1] = dpa.d._1._1; // Expect: 0 +} |
