DCP Merge status

src/PIM/Dialect/Spatial/Transforms/MergeComputeNodes/MergeComputeNodesPass.cpp

@@ -8,14 +8,19 @@
 #include "mlir/Pass/Pass.h"
 #include "mlir/Support/LLVM.h"
 
+#include "llvm/ADT/DenseMap.h"
 #include "llvm/ADT/STLExtras.h"
 #include "llvm/ADT/SmallVector.h"
 #include "llvm/Support/Debug.h"
+#include "llvm/Support/raw_os_ostream.h"
 
 #include <cstddef>
+#include <cstdint>
+#include <fstream>
 #include <functional>
 #include <iterator>
 #include <memory>
+#include <vector>
 
 #include "DCPGraph/DCPAnalysis.hpp"
 #include "src/Accelerators/PIM/Common/PimCommon.hpp"
@@ -26,6 +31,41 @@ namespace onnx_mlir {
 namespace {
 using SpatCompute = spatial::SpatCompute;
 
+void generateReport(func::FuncOp funcOp, const std::string& name) {
+  std::string outputDir = getOutputDir();
+  if (outputDir.empty())
+    return;
+
+  std::string dialectsDir = outputDir + "/dialects/stats";
+  createDirectory(dialectsDir);
+
+  std::fstream file(dialectsDir + "/" + name + ".txt", std::ios::out);
+  llvm::raw_os_ostream os(file);
+
+  uint64_t numSpatCompute = 0;
+  std::vector<uint64_t> numWeights;
+  std::vector<uint64_t> numInstructions;
+
+  for (auto spatCompute : funcOp.getOps<SpatCompute>()) {
+      numSpatCompute++;
+      numWeights.push_back(spatCompute.getWeights().size());
+      uint64_t numInst = 0;
+      for(auto& _ : spatCompute.getRegion().front() ){
+      numInst++;
+    }
+    numInstructions.push_back(numInst);
+  }
+
+  for (uint64_t cI = 0; cI < numSpatCompute; ++cI) {
+    os << "Compute " << cI << ":\n";
+    os << "\tNumber of instructions " << numInstructions[cI] << "\n";
+    os << "\tNumber of used crossbars " << numWeights[cI] << "\n";
+  }
+  
+  os.flush();
+  file.close();
+}
+
 struct ComputeValueResults {
   SmallVector<Value> innerValues;
 
@@ -45,9 +85,7 @@ public:
   LazyInsertComputeResult(ComputeValueResults computeValueResults,
                           std::function<std::pair<Value, std::function<void(InsertPoint)>>(size_t)> channelNewInserter,
                           bool isOnlyChannel)
-  : computeResults(computeValueResults),
-    onlyChannel(isOnlyChannel),
-    channelNewInserter(channelNewInserter) {}
+  : computeResults(computeValueResults), onlyChannel(isOnlyChannel), channelNewInserter(channelNewInserter) {}
 
   struct ChannelOrLocalOp {
     Value data;
@@ -107,21 +145,19 @@ public:
       size_t cpu = analysisResult.computeToCpuMap.at(currentComputeNode);
       if (!cpuToNewComputeMap.contains(cpu)) {
         ValueTypeRange<ResultRange> newComputeType = cpuToLastComputeMap.at(cpu).getResultTypes();
-        auto [newCompute, computeValueResult] = createNewComputeNode(
-          currentComputeNode, newComputeType, lastComputeOfCpu.contains(currentComputeNode));
+        auto [newCompute, computeValueResult] =
+          createNewComputeNode(currentComputeNode, newComputeType, lastComputeOfCpu.contains(currentComputeNode));
         cpuToNewComputeMap[cpu] = newCompute;
-        newComputeNodeResults.insert(
-          std::make_pair(currentComputeNode,
-                         createLazyComputeResult(
-                           newCompute, computeValueResult, lastComputeOfCpu.contains(currentComputeNode))));
+        newComputeNodeResults.insert(std::make_pair(
+          currentComputeNode,
+          createLazyComputeResult(newCompute, computeValueResult, lastComputeOfCpu.contains(currentComputeNode))));
       }
       else {
         auto [newCompute, computeValueResult] = mergeIntoComputeNode(
           cpuToNewComputeMap[cpu], currentComputeNode, lastComputeOfCpu.contains(currentComputeNode));
-        newComputeNodeResults.insert(
-          std::make_pair(currentComputeNode,
-                         createLazyComputeResult(
-                           newCompute, computeValueResult, lastComputeOfCpu.contains(currentComputeNode))));
+        newComputeNodeResults.insert(std::make_pair(
+          currentComputeNode,
+          createLazyComputeResult(newCompute, computeValueResult, lastComputeOfCpu.contains(currentComputeNode))));
       }
     }
 
@@ -132,11 +168,12 @@ public:
     }
     func::FuncOp func = getOperation();
     dumpModule(cast<ModuleOp>(func->getParentOp()), "spatial1_dcp_merged");
+    generateReport(func, "spatial1_dcp_merged_report");
   }
 
 private:
-  std::pair<SpatCompute, ComputeValueResults> createNewComputeNode(
-    SpatCompute oldCompute, ValueTypeRange<ResultRange> newComputeType, bool lastCompute) {
+  std::pair<SpatCompute, ComputeValueResults>
+  createNewComputeNode(SpatCompute oldCompute, ValueTypeRange<ResultRange> newComputeType, bool lastCompute) {
     func::FuncOp func = getOperation();
     auto loc = func.getLoc();
     IRRewriter rewriter(&getContext());
@@ -161,8 +198,7 @@ private:
 
     auto newCompute = SpatCompute::create(rewriter, loc, newComputeType, newComputeOperand);
 
-    rewriter.createBlock(
-      &newCompute.getBody(), newCompute.getBody().end(), newBBOperandType, newBBLocations);
+    rewriter.createBlock(&newCompute.getBody(), newCompute.getBody().end(), newBBOperandType, newBBLocations);
     newCompute.getProperties().setOperandSegmentSizes(
       {(int) oldCompute.getWeights().size(), (int) newBBOperandType.size()});
 
@@ -178,15 +214,14 @@ private:
         mapper.map(oldBB.getArgument(indexOld - indexOldStart), newBB.getArgument(indexNew++));
       }
       else {
-        auto argWeightCompute =
-          llvm::dyn_cast_if_present<SpatCompute>(oldCompute.getOperand(indexOld).getDefiningOp());
+        auto argWeightCompute = llvm::dyn_cast_if_present<SpatCompute>(oldCompute.getOperand(indexOld).getDefiningOp());
         auto argResultIndex = cast<OpResult>(oldCompute.getOperand(indexOld)).getResultNumber();
 
         LazyInsertComputeResult& lazyArgWeight = newComputeNodeResults.at(argWeightCompute);
         auto [channelVal, isChannel] = lazyArgWeight.getAsChannelValueAndInsertSender(argResultIndex);
         assert(isChannel == true);
-        spatial::SpatChannelReceiveOp receiveOp = spatial::SpatChannelReceiveOp::create(
-          rewriter, loc, oldCompute.getOperand(indexOld).getType(), channelVal);
+        spatial::SpatChannelReceiveOp receiveOp =
+          spatial::SpatChannelReceiveOp::create(rewriter, loc, oldCompute.getOperand(indexOld).getType(), channelVal);
         mapper.map(oldBB.getArgument(indexOld - indexOldStart), receiveOp);
       }
     }
@@ -318,9 +353,8 @@ private:
     return {cast<SpatCompute>(toCompute), computeValueResults};
   }
 
-  LazyInsertComputeResult createLazyComputeResult(SpatCompute compute,
-                                                  ComputeValueResults computeValueResults,
-                                                  bool lastCompute) {
+  LazyInsertComputeResult
+  createLazyComputeResult(SpatCompute compute, ComputeValueResults computeValueResults, bool lastCompute) {
     func::FuncOp funcOp = cast<func::FuncOp>(compute->getParentOp());
     auto* context = &getContext();
     auto loc = funcOp.getLoc();
@@ -335,11 +369,12 @@ private:
       auto channelVal = channelOp.getResult();
       auto insertVal =
         [&context, loc, computeValueResults, channelVal, resultIndex](mlir::IRRewriter::InsertPoint sendInsertPoint) {
-        IRRewriter rewriter(context);
-        rewriter.restoreInsertionPoint(sendInsertPoint);
-        auto spatSend = spatial::SpatChannelSendOp::create(rewriter, loc, channelVal, computeValueResults.get(resultIndex));
-        return spatSend;
-      };
+          IRRewriter rewriter(context);
+          rewriter.restoreInsertionPoint(sendInsertPoint);
+          auto spatSend =
+            spatial::SpatChannelSendOp::create(rewriter, loc, channelVal, computeValueResults.get(resultIndex));
+          return spatSend;
+        };
       std::pair<Value, std::function<void(mlir::IRRewriter::InsertPoint)>> ret {channelVal, insertVal};
       return ret;
     };