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authorSai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com>2023-05-05 14:11:13 -0400
committerGitHub <noreply@github.com>2023-05-05 11:11:13 -0700
commit0602eaaba32bdbaf3f99ab8987e97419cba395aa (patch)
treea876e0eb0b3729f67a85a4f6eec1305feac2621d /tests
parente69c23e596baf082d928bd18dc364ea6f846c457 (diff)
Fix checkpoint hints for higher-order autodiff (#2869)
Diffstat (limited to 'tests')
-rw-r--r--tests/autodiff/reverse-loop-higher-order-diff-only.slang72
-rw-r--r--tests/autodiff/reverse-loop-higher-order-diff-only.slang.expected.txt6
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