padding_nums.push_back(padding_elem.getInt());
    }
  } else if (conv_padding.strref() == "VALID") {
    padding_nums.resize(padding_nums_size, 0);
  } else {
    padding_nums.resize(padding_nums_size);
    for (int i = 0; i < dnums.input_spatial_dimensions_size(); ++i) {
      const int64_t stride =
          mlir::cast<IntegerAttr>(op.getWindowStridesAttr()[i]).getInt();
      const int64_t lhs_size_dilated =

  LogicalResult UnifyReplicationInfo(func::FuncOp func) {
    auto new_repl_info =
        builder.getStringAttr(func.getSymName().str() + "_repl_info");
    for (auto& op : func.getRegion().getOps()) {
      if (auto compile_op = llvm::dyn_cast<TF::TPUCompilationResultOp>(op)) {
        UpdateReplicationAttr(compile_op, new_repl_info);
      } else {
        UpdateReplicationAttr(&op, new_repl_info);
      }

    if (function_name.contains("conv")) {
      return (*(func.getOps<mlir::stablehlo::ConvolutionOp>().begin()))
          .getDimensionNumbers()
          .getKernelOutputFeatureDimension();
    } else if (function_name.contains("dot_general")) {
      auto dot = *(func.getOps<mlir::stablehlo::DotGeneralOp>().begin());
      const ::mlir::stablehlo::DotDimensionNumbersAttr dimension_numbers =

                        Set<String> containers = new LinkedHashSet<>();
                        containers.add("org.eclipse.jdt.launching.JRE_CONTAINER/org.eclipse.jdt.internal.debug.ui.launcher.StandardVMType/" + model.getJdt().getJavaRuntimeName() + "/");
                        containers.addAll(model.getClasspath().getContainers());
                        model.getClasspath().setContainers(containers);
                    }
                });

void FreezeAssetsPass::runOnOperation() {
  auto module = getOperation();
  if (!tf_saved_model::HasTfSavedModelSemantics(module)) {
    return;
  }
  SymbolTable symbol_table(module);

  for (auto func : module.getOps<func::FuncOp>()) {
    llvm::BitVector args_to_erase(func.getNumArguments());
    OpBuilder builder(func.getBody());

    for (int i = 0, e = func.getNumArguments(); i < e; ++i) {

      init_func_op.emitError("expects exactly one block in the MLIR function");
      return signalPassFailure();
    }

    auto var_handle_ops =
        init_func_op.getBlocks().front().getOps<VarHandleOp>();
    llvm::SmallVector<VarHandleOp, 4> init_vars(var_handle_ops.begin(),
                                                var_handle_ops.end());
    RemoveVariables(init_vars);
  }
}

}  // namespace

            hasPackageStatement = source.getAST().getPackageName() != null;
        }
    }

    private static class EmptyScriptDetector extends CompilationUnit.SourceUnitOperation {
        private boolean emptyScript;
        private boolean hasMethods;

        @Override
        public void call(SourceUnit source) {
            if (!source.getAST().getMethods().isEmpty()) {
                hasMethods = true;

     */

    @Override
    public void call(SourceUnit source) throws CompilationFailedException {
        List<Statement> statements = source.getAST().getStatementBlock().getStatements();
        for (Statement statement : statements) {
            ScriptBlock scriptBlock = AstUtils.detectScriptBlock(statement, SCRIPT_BLOCK_NAMES);
            if (scriptBlock == null) {

                           << partition_dim << ".";
  }

  llvm::SmallVector<int64_t, 4> partition_dims(is_replicated ? 0 : rank, 1);
  if (!is_replicated) {
    partition_dims[partition_dim] = num_cores_per_replica.getInt();
  }

  if constexpr (is_input) {
    auto pi = builder.create<TF::TPUPartitionedInputV2Op>(
        op.getLoc(), op.getType(), op.getOperands(),

}  // namespace

void LegalizeTFGToTFE::runOnOperation() {
  MLIRContext &context = getContext();
  ModuleOp module = getOperation();

  DenseSet<StringRef> func_symbols;
  for (auto &op : module.getBodyRegion().getOps()) {
    if (auto func = llvm::dyn_cast<tfg::GraphFuncOp>(op)) {
      func_symbols.insert(
          func->getAttrOfType<StringAttr>(SymbolTable::getSymbolAttrName())
              .getValue());
    }
  }