Support pointer-valued functions in the reverse mode

PetroZarytskyi · Aug 19, 2024 · 131ae15 · 131ae15
1 parent 4012ceb
commit 131ae15
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Showing 2 changed files with 66 additions and 7 deletions.
diff --git a/lib/Differentiator/ReverseModeVisitor.cpp b/lib/Differentiator/ReverseModeVisitor.cpp
@@ -1314,7 +1314,7 @@ Expr* getArraySizeExpr(const ArrayType* AT, ASTContext& context,
     const Expr* value = RS->getRetValue();
     QualType type = value->getType();
     auto* dfdf = m_Pullback;
-    if (isa<FloatingLiteral>(dfdf) || isa<IntegerLiteral>(dfdf)) {
+    if (dfdf && (isa<FloatingLiteral>(dfdf) || isa<IntegerLiteral>(dfdf))) {
       ExprResult tmp = dfdf;
       dfdf = m_Sema
                  .ImpCastExprToType(tmp.get(), type,
@@ -2007,8 +2007,9 @@ Expr* getArraySizeExpr(const ArrayType* AT, ASTContext& context,
     Expr* call = nullptr;
 
     QualType returnType = FD->getReturnType();
-    if (returnType->isReferenceType() &&
-        !returnType.getNonReferenceType().isConstQualified()) {
+    if ((returnType->isReferenceType() &&
+         !returnType.getNonReferenceType().isConstQualified()) ||
+        returnType->isPointerType()) {
       DiffRequest calleeFnForwPassReq;
       calleeFnForwPassReq.Function = FD;
       calleeFnForwPassReq.Mode = DiffMode::reverse_mode_forward_pass;
@@ -2066,7 +2067,7 @@ Expr* getArraySizeExpr(const ArrayType* AT, ASTContext& context,
           utils::BuildMemberExpr(m_Sema, getCurrentScope(), callRes, "value");
       auto* resAdjoint =
           utils::BuildMemberExpr(m_Sema, getCurrentScope(), callRes, "adjoint");
-      return StmtDiff(resValue, nullptr, resAdjoint);
+      return StmtDiff(resValue, resAdjoint, resAdjoint);
     } // Recreate the original call expression.
     call = m_Sema
                .ActOnCallExpr(getCurrentScope(), Clone(CE->getCallee()), Loc,
@@ -4097,7 +4098,8 @@ Expr* getArraySizeExpr(const ArrayType* AT, ASTContext& context,
         // respect to variable of type X, then the derivative should be of type
         // X. Check this related issue for more details:
         // https://github.com/vgvassilev/clad/issues/385
-        if (effectiveReturnType->isVoidType())
+        if (effectiveReturnType->isVoidType() ||
+            effectiveReturnType->isPointerType())
           effectiveReturnType = m_Context.DoubleTy;
         else
           paramTypes.push_back(effectiveReturnType);
@@ -4137,7 +4139,8 @@ Expr* getArraySizeExpr(const ArrayType* AT, ASTContext& context,
     std::size_t dParamTypesIdx = m_DiffReq->getNumParams();
 
     if (m_DiffReq.Mode == DiffMode::experimental_pullback &&
-        !m_DiffReq->getReturnType()->isVoidType()) {
+        !m_DiffReq->getReturnType()->isVoidType() &&
+        !m_DiffReq->getReturnType()->isPointerType()) {
       ++dParamTypesIdx;
     }
 
@@ -4208,7 +4211,8 @@ Expr* getArraySizeExpr(const ArrayType* AT, ASTContext& context,
     }
 
     if (m_DiffReq.Mode == DiffMode::experimental_pullback &&
-        !m_DiffReq->getReturnType()->isVoidType()) {
+        !m_DiffReq->getReturnType()->isVoidType() &&
+        !m_DiffReq->getReturnType()->isPointerType()) {
       IdentifierInfo* pullbackParamII = CreateUniqueIdentifier("_d_y");
       QualType pullbackType =
           derivativeFnType->getParamType(m_DiffReq->getNumParams());

diff --git a/test/Gradient/Pointers.C b/test/Gradient/Pointers.C
@@ -466,6 +466,37 @@ double cStyleMemoryAlloc(double x, size_t n) {
 // CHECK-NEXT:     free(_d_t);
 // CHECK-NEXT: }
 
+double* ptrValFn (double* x, int n) {
+  x += n;
+  return x;
+}
+
+// CHECK: void ptrValFn_pullback(double *x, int n, double *_d_x, int *_d_n);
+// CHECK: clad::ValueAndAdjoint<double *, double *> ptrValFn_forw(double *x, int n, double *_d_x, int _d_n);
+
+double nestedPtrFn (double x, double y) {
+  double arr[] = {x, y}; 
+  double* z = ptrValFn(arr, 1);
+  return *z;
+}
+
+// CHECK: void nestedPtrFn_grad(double x, double y, double *_d_x, double *_d_y) {
+// CHECK-NEXT:     double _d_arr[2] = {0};
+// CHECK-NEXT:     double arr[2] = {x, y};
+// CHECK-NEXT:     clad::ValueAndAdjoint<double *, double *> _t0 = ptrValFn_forw(arr, 1, _d_arr, 0);
+// CHECK-NEXT:     double *_d_z = _t0.adjoint;
+// CHECK-NEXT:     double *z = _t0.value;
+// CHECK-NEXT:     *_d_z += 1;
+// CHECK-NEXT:     {
+// CHECK-NEXT:         int _r0 = 0;
+// CHECK-NEXT:         ptrValFn_pullback(arr, 1, _d_arr, &_r0);
+// CHECK-NEXT:     }
+// CHECK-NEXT:     {
+// CHECK-NEXT:         *_d_x += _d_arr[0];
+// CHECK-NEXT:         *_d_y += _d_arr[1];
+// CHECK-NEXT:     }
+// CHECK-NEXT: }
+
 #define NON_MEM_FN_TEST(var)\
 res[0]=0;\
 var.execute(5,res);\
@@ -573,4 +604,28 @@ int main() {
   d_x = 0;
   d_cStyleMemoryAlloc.execute(5, 7, &d_x);
   printf("%.2f\n", d_x); // CHECK-EXEC: 4.00
+
+  auto d_nestedPtrFn = clad::gradient(nestedPtrFn);
+  d_i = 0; d_j = 0;
+  d_nestedPtrFn.execute(5, 7, &d_i, &d_j);
+  printf("%.2f %.2f\n", d_i, d_j); // CHECK-EXEC: 0.00 1.00
 }
+
+// CHECK: void ptrValFn_pullback(double *x, int n, double *_d_x, int *_d_n) {
+// CHECK-NEXT:     double *_t0 = x;
+// CHECK-NEXT:     double *_t1 = _d_x;
+// CHECK-NEXT:     _d_x += n;
+// CHECK-NEXT:     x += n;
+// CHECK-NEXT:     {
+// CHECK-NEXT:         x = _t0;
+// CHECK-NEXT:         _d_x = _t1;
+// CHECK-NEXT:     }
+// CHECK-NEXT: }
+
+// CHECK: clad::ValueAndAdjoint<double *, double *> ptrValFn_forw(double *x, int n, double *_d_x, int _d_n) {
+// CHECK-NEXT:     double *_t0 = x;
+// CHECK-NEXT:     double *_t1 = _d_x;
+// CHECK-NEXT:     _d_x += n;
+// CHECK-NEXT:     x += n;
+// CHECK-NEXT:     return {x, _d_x};
+// CHECK-NEXT: }