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authorSai Praveen Bangaru <31557731+saipraveenb25@users.noreply.github.com>2024-11-18 16:34:03 -0500
committerGitHub <noreply@github.com>2024-11-18 13:34:03 -0800
commitec5e019fa9732b99b75b2a3ca4f2ff5a7a3d2f33 (patch)
treef314f5b16ad18dd3325a7c3a4228242d6d448752 /tests/autodiff/diff-ptr-type-array.slang
parent05903f708856a70d68bf41bbfb2b06620508dee0 (diff)
Add `IDifferentiablePtrType` support for arrays (#5576)
* Add `IDifferentiablePtrType` support for arrays - Also fixes an issue with spirv-emit of constructors that contain references to global params * Fix GLSL legalization for arrays of resource types
Diffstat (limited to 'tests/autodiff/diff-ptr-type-array.slang')
-rw-r--r--tests/autodiff/diff-ptr-type-array.slang59
1 files changed, 59 insertions, 0 deletions
diff --git a/tests/autodiff/diff-ptr-type-array.slang b/tests/autodiff/diff-ptr-type-array.slang
new file mode 100644
index 000000000..30e6fe963
--- /dev/null
+++ b/tests/autodiff/diff-ptr-type-array.slang
@@ -0,0 +1,59 @@
+//TEST(compute):COMPARE_COMPUTE(filecheck-buffer=CHECK): -shaderobj -output-using-type
+//TEST(compute):COMPARE_COMPUTE(filecheck-buffer=CHECK): -vk -shaderobj -output-using-type
+//DISABLE_TEST(compute):COMPARE_COMPUTE:-wgpu
+
+//TEST_INPUT:ubuffer(data=[0 0 0 0], stride=4):out,name=outputBuffer
+RWStructuredBuffer<float> outputBuffer;
+
+// ----- MyPtrType definition -----
+struct MyPtrType : IDifferentiablePtrType
+{
+ typealias Differential = MyPtrType;
+
+ RWStructuredBuffer<float> buffer;
+ uint offset;
+
+ float load(uint idx) { return buffer[offset + idx]; }
+ void accumulate(uint idx, float value) { buffer[offset + idx] += value; }
+}
+
+[BackwardDerivative(load_bwd)]
+float load(MyPtrType[2] b, uint idx)
+{
+ return b[1].load(idx);
+}
+
+void load_bwd(DifferentialPtrPair<MyPtrType[2]> b, uint idx, float grad)
+{
+ b.d[1].accumulate(idx, grad);
+}
+
+// ------
+[Differentiable]
+float reduce(MyPtrType a)
+{
+ return load( { a, a }, 0) + load( { a, a }, 1);
+}
+
+[Differentiable]
+float test(MyPtrType b)
+{
+ return reduce(b);
+}
+
+[numthreads(1, 1, 1)]
+void computeMain(uint id: SV_DispatchThreadID)
+{
+ outputBuffer[0] = 1; // CHECK: 1
+ outputBuffer[1] = 2; // CHECK: 2
+
+ // Denote the first two elements in the buffer as the primal buffer and the last two elements
+ // for the derivative.
+ var b = DifferentialPtrPair<MyPtrType>( { outputBuffer, 0 }, { outputBuffer, 2 });
+
+ bwd_diff(test)(b, 1.5f);
+
+ // Check locations [2] and [3] in the buffer
+ // CHECK: 1.5
+ // CHECK: 1.5
+}