From c22c1f64323205ddbcfccf7f87354cfd3c82a041 Mon Sep 17 00:00:00 2001
From: "William S. Moses" <gh@wsmoses.com>
Date: Wed, 6 Mar 2024 10:44:37 -0500
Subject: [PATCH] MLIR enable vararg activity

---
 .../MLIR/Passes/PrintActivityAnalysis.cpp     | 29 ++++++++++++-------
 enzyme/tools/enzyme-tblgen/enzyme-tblgen.cpp  |  8 +++++
 2 files changed, 27 insertions(+), 10 deletions(-)

diff --git a/enzyme/Enzyme/MLIR/Passes/PrintActivityAnalysis.cpp b/enzyme/Enzyme/MLIR/Passes/PrintActivityAnalysis.cpp
index ac88d0fc86fa..f86535c1d82d 100644
--- a/enzyme/Enzyme/MLIR/Passes/PrintActivityAnalysis.cpp
+++ b/enzyme/Enzyme/MLIR/Passes/PrintActivityAnalysis.cpp
@@ -32,6 +32,22 @@ using namespace mlir;
 namespace {
 using llvm::errs;
 
+enzyme::Activity getDefaultActivity(Type argType) {
+  if (argType.isIntOrIndex())
+    return enzyme::Activity::enzyme_const;
+
+  if (isa<FloatType, ComplexType>(argType))
+    return enzyme::Activity::enzyme_out;
+
+  if (auto T = dyn_cast<TensorType>(argType))
+    return getDefaultActivity(T.getElementType());
+
+  if (isa<LLVM::LLVMPointerType, MemRefType>(argType))
+    return enzyme::Activity::enzyme_dup;
+
+  return enzyme::Activity::enzyme_const;
+}
+
 struct PrintActivityAnalysisPass
     : public enzyme::PrintActivityAnalysisPassBase<PrintActivityAnalysisPass> {
 
@@ -43,25 +59,18 @@ struct PrintActivityAnalysisPass
       MutableArrayRef<enzyme::Activity> resActivities) const {
     for (const auto &[idx, argType] :
          llvm::enumerate(callee.getArgumentTypes())) {
-      if (callee.getArgAttr(idx, "enzyme.const") || inactiveArgs ||
-          argType.isIntOrIndex())
+      if (callee.getArgAttr(idx, "enzyme.const") || inactiveArgs)
         argActivities[idx] = enzyme::Activity::enzyme_const;
-      else if (isa<FloatType, ComplexType>(argType))
-        argActivities[idx] = enzyme::Activity::enzyme_out;
-      else if (isa<LLVM::LLVMPointerType, MemRefType>(argType))
-        argActivities[idx] = enzyme::Activity::enzyme_dup;
       else
-        argActivities[idx] = enzyme::Activity::enzyme_const;
+        argActivities[idx] = getDefaultActivity(argType);
     }
 
     for (const auto &[idx, resType] :
          llvm::enumerate(callee.getResultTypes())) {
       if (duplicatedRet)
         resActivities[idx] = (enzyme::Activity::enzyme_dup);
-      else if (isa<FloatType>(resType))
-        resActivities[idx] = (enzyme::Activity::enzyme_out);
       else
-        resActivities[idx] = (enzyme::Activity::enzyme_const);
+        resActivities[idx] = getDefaultActivity(resType);
     }
   }
 
diff --git a/enzyme/tools/enzyme-tblgen/enzyme-tblgen.cpp b/enzyme/tools/enzyme-tblgen/enzyme-tblgen.cpp
index 7796486fe5de..a5f7fa768f55 100644
--- a/enzyme/tools/enzyme-tblgen/enzyme-tblgen.cpp
+++ b/enzyme/tools/enzyme-tblgen/enzyme-tblgen.cpp
@@ -2050,9 +2050,17 @@ static void emitDerivatives(const RecordKeeper &recordKeeper, raw_ostream &os,
       os << "  };\n";
       os << "  bool isArgInactive(mlir::Operation*, size_t idx) const {\n";
       for (auto diffarg : diffargs) {
+        if (diffarg == -1) {
+          os << "    return false;\n";
+          break;
+        }
         os << "    if (idx == " << diffarg << ") return false;\n";
       }
       for (auto diffarg : storedargs) {
+        if (diffarg == -1) {
+          os << "    return false;\n";
+          break;
+        }
         os << "    if (idx == " << diffarg << ") return false;\n";
       }
       os << "    return true;\n  }\n";