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
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@@ -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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