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-rw-r--r--tests/autodiff/high-order-backward-diff-4.slang64
-rw-r--r--tests/autodiff/high-order-backward-diff-4.slang.expected.txt5
2 files changed, 69 insertions, 0 deletions
diff --git a/tests/autodiff/high-order-backward-diff-4.slang b/tests/autodiff/high-order-backward-diff-4.slang
new file mode 100644
index 000000000..9ee9aa4c4
--- /dev/null
+++ b/tests/autodiff/high-order-backward-diff-4.slang
@@ -0,0 +1,64 @@
+//TEST(compute):COMPARE_COMPUTE_EX:-cpu -compute -output-using-type -shaderobj
+//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;
+
+struct A : IDifferentiable
+{
+ float x;
+ int nx;
+}
+
+[BackwardDifferentiable]
+float f(A x)
+{
+ A rs;
+ rs.x = 1.0;
+ for (int i = 0; i < 2; i++)
+ rs.x = rs.x * x.x;
+ return rs.x;
+}
+
+[BackwardDifferentiable]
+float outerF(A x)
+{
+ A nx;
+ nx.x = 1.0;
+ int i = 0;
+ [MaxIters(3)]
+ do
+ {
+ nx.x = nx.x * x.x;
+ i++;
+ }
+ while (i < 2);
+ nx.nx = 2;//x.nx;
+ return f(nx);
+}
+
+[BackwardDifferentiable]
+float df(A x)
+{
+ A.Differential ad;
+ ad.x = 0.0;
+ var p = diffPair(x, ad);
+ __bwd_diff(outerF)(p, 1.0);
+ return p.d.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
+ A a;
+ a.x = 4.0;
+ a.nx = 54;
+ A.Differential ad;
+ ad.x = 1.0;
+ var p = diffPair(a, ad);
+ outputBuffer[0] = __fwd_diff(df)(p).d;
+}
diff --git a/tests/autodiff/high-order-backward-diff-4.slang.expected.txt b/tests/autodiff/high-order-backward-diff-4.slang.expected.txt
new file mode 100644
index 000000000..0f08247f0
--- /dev/null
+++ b/tests/autodiff/high-order-backward-diff-4.slang.expected.txt
@@ -0,0 +1,5 @@
+type: float
+192.000000
+0.000000
+0.000000
+0.000000