add verification of communication invariants at the end of spatial
Validate Operations / validate-operations (push) Has been cancelled
Validate Operations / validate-operations (push) Has been cancelled
remove dead logic
This commit is contained in:
@@ -31,6 +31,84 @@ void checkWeightUseChains(func::FuncOp func, pim::CappedDiagnosticReporter& diag
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});
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}
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Region* getParentRegion(Value value) {
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if (auto blockArg = dyn_cast<BlockArgument>(value))
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return blockArg.getOwner()->getParent();
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if (Operation* definingOp = value.getDefiningOp())
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return definingOp->getParentRegion();
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return nullptr;
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}
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bool isDefinedInsideRegion(Value value, Region& region) {
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Region* parentRegion = getParentRegion(value);
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return parentRegion && (®ion == parentRegion || region.isAncestor(parentRegion));
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}
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bool isLegalHostBackedValue(Value value) {
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Operation* definingOp = value.getDefiningOp();
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if (!definingOp)
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return isa<BlockArgument>(value);
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if (isa<spatial::SpatChannelReceiveOp>(definingOp))
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return false;
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return definingOp->getDialect()->getNamespace() != "spat";
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}
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LogicalResult verifyComputeLikeInputs(Operation* computeLikeOp,
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ValueRange inputs,
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bool allowChannelReceiveInputs,
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StringRef kind,
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pim::CappedDiagnosticReporter& diagnostics) {
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for (auto [inputIndex, input] : llvm::enumerate(inputs)) {
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unsigned currentInputIndex = inputIndex;
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Operation* definingOp = input.getDefiningOp();
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if (allowChannelReceiveInputs && isa_and_nonnull<spatial::SpatChannelReceiveOp>(definingOp))
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continue;
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if (isLegalHostBackedValue(input))
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continue;
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diagnostics.report(computeLikeOp, [&](Operation* illegalOp) {
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InFlightDiagnostic diagnostic = illegalOp->emitOpError() << kind << " input #" << currentInputIndex
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<< (allowChannelReceiveInputs
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? " must come from the host or an explicit "
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"spat.channel_receive"
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: " must come from the host");
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if (definingOp)
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diagnostic.attachNote(definingOp->getLoc()) << "illegal Spatial producer is " << definingOp->getName();
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});
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return failure();
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}
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return success();
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}
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void verifyNoExternalTensorCaptures(Operation* ownerOp,
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Region& region,
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StringRef kind,
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pim::CappedDiagnosticReporter& diagnostics) {
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region.walk([&](Operation* op) {
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for (OpOperand& operand : op->getOpOperands()) {
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Value value = operand.get();
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if (!isa<TensorType>(value.getType()))
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continue;
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if (isDefinedInsideRegion(value, region) || isa<BlockArgument>(value))
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continue;
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Operation* definingOp = value.getDefiningOp();
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if (definingOp && definingOp->hasTrait<OpTrait::ConstantLike>())
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continue;
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diagnostics.report(ownerOp, [&](Operation* illegalOp) {
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InFlightDiagnostic diagnostic = illegalOp->emitOpError() << kind << " body may not capture external tensor "
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<< "values";
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diagnostic.attachNote(op->getLoc())
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<< "tensor operand #" << operand.getOperandNumber() << " is defined outside the compute body by "
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<< (definingOp ? definingOp->getName().getStringRef() : StringRef("<block argument>"));
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});
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}
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});
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}
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} // namespace
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LogicalResult verifyONNXToSpatial(func::FuncOp funcOp) {
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@@ -53,4 +131,27 @@ LogicalResult verifyONNXToSpatial(func::FuncOp funcOp) {
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return success(!diagnostics.hasFailure());
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}
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LogicalResult verifySpatialCommunicationInvariants(func::FuncOp funcOp) {
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pim::CappedDiagnosticReporter diagnostics;
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for (auto computeOp : funcOp.getOps<spatial::SpatCompute>()) {
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(void)verifyComputeLikeInputs(
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computeOp.getOperation(), computeOp.getInputs(), /*allowChannelReceiveInputs=*/true, "spat.compute", diagnostics);
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verifyNoExternalTensorCaptures(computeOp.getOperation(), computeOp.getBody(), "spat.compute", diagnostics);
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}
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for (auto computeBatchOp : funcOp.getOps<spatial::SpatComputeBatch>()) {
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(void)verifyComputeLikeInputs(computeBatchOp.getOperation(),
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computeBatchOp.getInputs(),
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/*allowChannelReceiveInputs=*/false,
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"spat.compute_batch",
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diagnostics);
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verifyNoExternalTensorCaptures(
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computeBatchOp.getOperation(), computeBatchOp.getBody(), "spat.compute_batch", diagnostics);
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}
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diagnostics.emitSuppressedSummary(funcOp, "Spatial communication invariant verification failed");
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return success(!diagnostics.hasFailure());
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}
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} // namespace onnx_mlir
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@@ -6,5 +6,6 @@
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namespace onnx_mlir {
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mlir::LogicalResult verifyONNXToSpatial(mlir::func::FuncOp funcOp);
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mlir::LogicalResult verifySpatialCommunicationInvariants(mlir::func::FuncOp funcOp);
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} // namespace onnx_mlir
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@@ -178,25 +178,6 @@ LogicalResult raptor::SpatialToPimPass::lowerComputeBatchOp(spatial::SpatCompute
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mapper.map(*oldArg, copied);
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}
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auto materializeCapturedTensor = [&](Value capturedTensor) -> Value {
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if (auto mapped = mapper.lookupOrNull(capturedTensor))
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return mapped;
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auto capturedType = cast<ShapedType>(capturedTensor.getType());
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auto outputBuffer = createEmptyTensorFromShaped(rewriter, loc, capturedType);
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auto copied = pim::PimMemCopyHostToDevBatchOp::create(rewriter,
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loc,
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outputBuffer.getType(),
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outputBuffer,
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capturedTensor,
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rewriter.getI32IntegerAttr(0),
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rewriter.getI32IntegerAttr(0),
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getTensorSizeInBytesAttr(rewriter, capturedTensor))
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.getOutput();
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mapper.map(capturedTensor, copied);
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return copied;
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};
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SmallVector<Value> hostOutputTensors(returnOperandIndices.size());
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auto getOrCreateHostOutputTensor = [&](unsigned resultIndex, Location resultLoc) -> Value {
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Value& hostOutputTensor = hostOutputTensors[resultIndex];
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@@ -280,7 +261,8 @@ LogicalResult raptor::SpatialToPimPass::lowerComputeBatchOp(spatial::SpatCompute
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if (definingOp && definingOp->getBlock() == &oldBlock)
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continue;
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materializeCapturedTensor(operand);
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return computeBatchOp.emitOpError(
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"expected external tensor communication to be materialized in Spatial before batch lowering");
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}
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Operation* cloned = rewriter.clone(op, mapper);
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@@ -10,7 +10,6 @@ add_pim_library(OMSpatialToPim
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ComputeLikeRegionUtils.cpp
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CoreLoweringPatterns.cpp
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GlobalTensorMaterialization.cpp
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PhaseVerification.cpp
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ReturnPathNormalization.cpp
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TensorPackingPatterns.cpp
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@@ -1,20 +0,0 @@
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#include "src/Accelerators/PIM/Conversion/SpatialToPim/PhaseVerification.hpp"
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#include "src/Accelerators/PIM/Dialect/Spatial/SpatialOps.hpp"
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using namespace mlir;
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namespace onnx_mlir {
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LogicalResult verifySpatialToPimBoundary(ModuleOp moduleOp) {
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bool hasFailure = false;
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moduleOp.walk([&](Operation* op) {
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if (op->getDialect()->getNamespace() != "spat")
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return;
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op->emitError("illegal Spatial operation remains after Spatial-to-PIM lowering");
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hasFailure = true;
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});
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return success(!hasFailure);
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}
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} // namespace onnx_mlir
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@@ -1,9 +0,0 @@
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#pragma once
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#include "mlir/IR/BuiltinOps.h"
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namespace onnx_mlir {
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mlir::LogicalResult verifySpatialToPimBoundary(mlir::ModuleOp moduleOp);
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} // namespace onnx_mlir
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@@ -30,7 +30,6 @@
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#include "Conversion/SpatialToPim/ChannelLoweringPatterns.hpp"
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#include "Conversion/SpatialToPim/Common.hpp"
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#include "Conversion/SpatialToPim/GlobalTensorMaterialization.hpp"
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#include "Conversion/SpatialToPim/PhaseVerification.hpp"
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#include "Conversion/SpatialToPim/TensorPackingPatterns.hpp"
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#include "Dialect/Pim/PimOps.hpp"
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#include "Dialect/Spatial/SpatialOps.hpp"
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@@ -284,13 +283,6 @@ void onnx_mlir::raptor::SpatialToPimPass::runOnOperation() {
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signalPassFailure();
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return;
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}
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if (failed(verifySpatialToPimBoundary(moduleOp))) {
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moduleOp.emitError("Spatial-to-PIM boundary verification failed");
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signalPassFailure();
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return;
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}
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// Dump to file for debug
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dumpModule(moduleOp, "pim0");
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}
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@@ -38,6 +38,7 @@
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#include "src/Accelerators/PIM/Common/IR/CompactAsmUtils.hpp"
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#include "src/Accelerators/PIM/Common/PimCommon.hpp"
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#include "src/Accelerators/PIM/Common/Support/ReportUtils.hpp"
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#include "src/Accelerators/PIM/Conversion/ONNXToSpatial/ONNXToSpatialVerifier.hpp"
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#include "src/Accelerators/PIM/Dialect/Spatial/SpatialOps.hpp"
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using namespace mlir;
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@@ -651,6 +652,11 @@ public:
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signalPassFailure();
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return;
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}
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if (failed(verifySpatialCommunicationInvariants(func))) {
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func.emitOpError("merged Spatial communication invariant verification failed");
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signalPassFailure();
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return;
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}
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emitMergeIrCounts("final-post-merge", func);
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dumpModule(cast<ModuleOp>(func->getParentOp()), "spatial1_dcp_merged");
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generateReport(func, "spatial_merge_report", analysisResult->cpuToLastComputeMap.size());
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