From 7561ffb3e7d4d55f1a4cf786319e7a07f204a9e3 Mon Sep 17 00:00:00 2001
From: Sai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com>
Date: Wed, 7 Jun 2023 00:16:19 -0400
Subject: AD: Fix out-of-scope indexing rules for insts in loop header blocks
 during the primal-inst availability pass (#2918)

* add test case

* Fix out-of-scope indexing rules for loop header blocks

---------

Co-authored-by: Yong He <yhe@nvidia.com>
Co-authored-by: Yong He <yonghe@outlook.com>
---
 tests/autodiff/high-order-backward-diff-4.slang    | 64 ++++++++++++++++++++++
 .../high-order-backward-diff-4.slang.expected.txt  |  5 ++
 2 files changed, 69 insertions(+)
 create mode 100644 tests/autodiff/high-order-backward-diff-4.slang
 create mode 100644 tests/autodiff/high-order-backward-diff-4.slang.expected.txt

(limited to 'tests')

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
-- 
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