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authorYong He <yonghe@outlook.com>2022-11-16 12:17:49 -0800
committerGitHub <noreply@github.com>2022-11-16 12:17:49 -0800
commit801aa3b44254341018a1acbe754f2ce3b0900e2a (patch)
treeb3066778522edb99bf64c0ac80c91b0b4cb788f8 /tests/autodiff
parent09d8e048d2264d89886cda8e87e8a452d4f913c1 (diff)
Clean up type checking of higher order expressions. (#2519)
* Clean up type checking of higher order expressions. * Replace `goto` with `break` to pacify clang. * Fix. * Fixes. * Fix more tests. * Fix lowerWitnessTable parameter error. * Exclude attributes from ast printing. Co-authored-by: Yong He <yhe@nvidia.com>
Diffstat (limited to 'tests/autodiff')
-rw-r--r--tests/autodiff/high-order-diff-operator.slang35
-rw-r--r--tests/autodiff/high-order-diff-operator.slang.expected.txt5
2 files changed, 40 insertions, 0 deletions
diff --git a/tests/autodiff/high-order-diff-operator.slang b/tests/autodiff/high-order-diff-operator.slang
new file mode 100644
index 000000000..dca67e9f3
--- /dev/null
+++ b/tests/autodiff/high-order-diff-operator.slang
@@ -0,0 +1,35 @@
+//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], stride=4):out,name=outputBuffer
+RWStructuredBuffer<float> outputBuffer;
+
+[ForwardDifferentiable]
+float mySqr(float x)
+{
+ return x * x;
+}
+
+[ForwardDifferentiable]
+float f(float x)
+{
+ return mySqr(x * x);
+}
+
+[numthreads(1, 1, 1)]
+void computeMain(uint3 dispatchThreadID : SV_DispatchThreadID)
+{
+ // Given f(x) = x^4,
+ // f''(x) = 12 * x^2
+ // Expect f''(4) = 192
+ float.Differential t = 2;
+ outputBuffer[0] = __fwd_diff(__fwd_diff(f))(
+ DifferentialPair<DifferentialPair<float>>(
+ DifferentialPair<float>(4.0, 1.0), DifferentialPair<float>(1.0, 0.0))).d.d;
+
+ // sin''(x) = cos'(x) = -sin(x).
+ // Expect sin''(Pi/2) = -1.
+ outputBuffer[1] = __fwd_diff(__fwd_diff(sin))(
+ DifferentialPair<DifferentialPair<float>>(
+ DifferentialPair<float>(float.getPi()/2, 1.0), DifferentialPair<float>(1.0, 0.0))).d.d;
+}
diff --git a/tests/autodiff/high-order-diff-operator.slang.expected.txt b/tests/autodiff/high-order-diff-operator.slang.expected.txt
new file mode 100644
index 000000000..305a8e111
--- /dev/null
+++ b/tests/autodiff/high-order-diff-operator.slang.expected.txt
@@ -0,0 +1,5 @@
+type: float
+192.000000
+-1.000000
+0.000000
+0.000000