diff options
| author | Sai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com> | 2023-05-05 14:11:13 -0400 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2023-05-05 11:11:13 -0700 |
| commit | 0602eaaba32bdbaf3f99ab8987e97419cba395aa (patch) | |
| tree | a876e0eb0b3729f67a85a4f6eec1305feac2621d /tests | |
| parent | e69c23e596baf082d928bd18dc364ea6f846c457 (diff) | |
Fix checkpoint hints for higher-order autodiff (#2869)
Diffstat (limited to 'tests')
| -rw-r--r-- | tests/autodiff/reverse-loop-higher-order-diff-only.slang | 72 | ||||
| -rw-r--r-- | tests/autodiff/reverse-loop-higher-order-diff-only.slang.expected.txt | 6 |
2 files changed, 78 insertions, 0 deletions
diff --git a/tests/autodiff/reverse-loop-higher-order-diff-only.slang b/tests/autodiff/reverse-loop-higher-order-diff-only.slang new file mode 100644 index 000000000..6fc659a66 --- /dev/null +++ b/tests/autodiff/reverse-loop-higher-order-diff-only.slang @@ -0,0 +1,72 @@ +//TEST(compute):COMPARE_COMPUTE_EX:-slang -compute -shaderobj -output-using-type +//TEST:SIMPLE(filecheck=CHECK): -target hlsl -profile cs_5_0 -entry computeMain -line-directive-mode none + +//TEST_INPUT:ubuffer(data=[0 0 0 0 0], stride=4):out,name=outputBuffer +RWStructuredBuffer<float> outputBuffer; + +typedef DifferentialPair<float> dpfloat; +typedef float.Differential dfloat; + +[BackwardDifferentiable] +[PreferRecompute] +float compute(float x, float y) +{ + return x * y * y; +} + +[BackwardDifferentiable] +[ForceInline] +float infinitesimal(float x) +{ + return x - detach(x); +} + +// Test that computeLoop compiles to just return 0. +// CHECK: float computeLoop{{[_0-9]*}}(float y{{[_0-9]*}}) +// CHECK-NOT: for{{.*}} +// CHECK: return 0 + +[BackwardDifferentiable] +[PreferRecompute] +float computeLoop(float y) +{ + float w = 0; + + for (int i = 0; i < 8; i++) + { + w += compute(i, y); + } + + return w - detach(w); +} + +// Since computeLoop is recomputed, test_simple_loop should have nothing to store +// therefore we check that there is no intermediate context type generated for test_simple_loop. + +// CHECK-NOT: struct {{[a-zA-Z0-9_]*}}test_simple_loop{{[a-zA-Z0-9_]*}} +[BackwardDifferentiable] +float test_simple_loop(float y) +{ + float x = __fwd_diff(computeLoop)(diffPair(y, 1.0)).d; + return y + x; +} + +[numthreads(1, 1, 1)] +void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID) +{ + { + dpfloat dpa = dpfloat(1.0, 0.0); + + __bwd_diff(test_simple_loop)(dpa, 1.0f); + outputBuffer[0] = dpa.d; // Expect: 57.0 + } + + { + dpfloat dpa = dpfloat(0.4, 0.0); + + __bwd_diff(test_simple_loop)(dpa, 0.5f); + outputBuffer[1] = dpa.d; // Expect: 28.5 + } + + outputBuffer[2] = computeLoop(1.0); +} diff --git a/tests/autodiff/reverse-loop-higher-order-diff-only.slang.expected.txt b/tests/autodiff/reverse-loop-higher-order-diff-only.slang.expected.txt new file mode 100644 index 000000000..749e65457 --- /dev/null +++ b/tests/autodiff/reverse-loop-higher-order-diff-only.slang.expected.txt @@ -0,0 +1,6 @@ +type: float +57.000000 +28.500000 +0.000000 +0.000000 +0.000000 |
