builder.getI64IntegerAttr(alias_info.output_index));
      continue;
    }
    // If aliasing attribute already exists, it must match the new value.
    assert(aliasing_attr.getInt() == alias_info.output_index);
  }
}

void MarkInputOutputAliasesPass::runOnOperation() {
  SmallVector<tf_device::ClusterFuncOp, 4> cluster_funcs;
  ModuleOp module = getOperation();

          V oldValue = (V) values[entryIndex];

          values[entryIndex] = value;
          accessEntry(entryIndex);
          return oldValue;
        }
        next = CompactHashing.getNext(entry, mask);
        bucketLength++;
      } while (next != UNSET);

      if (bucketLength >= MAX_HASH_BUCKET_LENGTH) {
        return convertToHashFloodingResistantImplementation().put(key, value);
      }

        if (timeoutTaskList.isEmpty()) {
            return expiredTask;
        }
        for (SLinkedList<TimeoutTask>.Entry e = timeoutTaskList.getFirstEntry(); e != null; e = e.getNext()) {
            final TimeoutTask task = e.getElement();
            if (task.isCanceled()) {
                e.remove();
            } else if (!task.isStopped() && task.isExpired()) {

    if (!value) {
      return func->emitError()
             << "'" << attr_name << "' attribute for " << kMaxUnpooling
             << " does not contain integer values";
    }
    results->push_back(value.getInt());
  }
  return success();
}

}  // namespace

LogicalResult ConvertMaxUnpoolingFunc::RewriteFunc() {
  func_.eraseBody();
  func_.addEntryBlock();
  func_->setAttr(kTFImplements,

  mlir::IntegerAttr num_cores_per_replica_attr =
      cluster->getAttrOfType<mlir::IntegerAttr>(kNumCoresPerReplicaAttr);
  if (num_cores_per_replica_attr) {
    return num_cores_per_replica_attr.getInt();
  } else {
    return 1;
  }
}

// Get the TPUDevicesAndHosts for a cluster that is not replicated.
mlir::LogicalResult GetTPUDevicesAndHostsNotReplicated(

                        tokenizerTimestamp = dictionaryTimestamp;
                        userDictionaryField.set(tokenizer, userDictionary);
                        final TokenInfoFST userFst = userDictionary.getFST();
                        userFSTField.set(tokenizer, userFst);
                        userFSTReaderField.set(tokenizer, userFst.getBytesReader());
                        @SuppressWarnings("unchecked")

  if (cost_recorder_ != nullptr) {
    const auto op_key_attr =
        op->getAttrOfType<mlir::IntegerAttr>(kOpKeyAttrName);
    if (op_key_attr) {
      cost_map_[op] = cost_recorder_->GetCost(op_key_attr.getInt());
      return;
    }
  }

  // These ops are cheap regardless of their input sizes.
  //
  // TODO(chky): Find a more scalable way to figure out cheap ops.

		bench.Start("doxcoff")
		ctxt.doxcoff()
	}

	bench.Start("textbuildid")
	ctxt.textbuildid()
	bench.Start("addexport")
	ctxt.setArchSyms()
	ctxt.addexport()
	bench.Start("Gentext")
	thearch.Gentext(ctxt, ctxt.loader) // trampolines, call stubs, etc.

	bench.Start("textaddress")
	ctxt.textaddress()
	bench.Start("typelink")
	ctxt.typelink()
	bench.Start("buildinfo")
	ctxt.buildinfo()

          V oldValue = (V) values[entryIndex];

          values[entryIndex] = value;
          accessEntry(entryIndex);
          return oldValue;
        }
        next = CompactHashing.getNext(entry, mask);
        bucketLength++;
      } while (next != UNSET);

      if (bucketLength >= MAX_HASH_BUCKET_LENGTH) {
        return convertToHashFloodingResistantImplementation().put(key, value);
      }

    return switchn.emitOpError() << "expects a `num_outs` integer attribute";

  // Expect num_outs results + 1 control output.
  if (switchn.getNumResults() != num_outs.getInt() + 1)
    return switchn.emitOpError()
           << "expect `num_outs` (" << num_outs.getInt() << ") results but got "
           << (switchn.getNumResults() - 1);

  // Check that operand can be broadcasted to each output type.