window_strides.push_back(stride);

      Value pad_low, pad_high;
      if (padding == tensorflow::Padding::EXPLICIT) {
        pad_low = get_const(get_int(explicit_paddings[2 * dim]));
        pad_high = get_const(get_int(explicit_paddings[2 * dim + 1]));
      } else {
        auto input_size = get_dim_value(op.getInput(), dim);
        auto filter_size = get_dim_value(op.getFilter(), i);

        result_shape, buffer_type.getElementType());
    return builder.create<TF::SliceOp>(
        loc, ArrayRef<Type>{slice_type},
        ArrayRef<Value>{buffer, GetR1Const(slice_starts, builder, loc),
                        GetR1Const(result_shape, builder, loc)});
  }
  auto result_type = tensorflow::GetTypeFromTFTensorShape(
      result_shape, buffer_type.getElementType());
  return builder.create<TF::GatherV2Op>(

	g(collect)
	return pats
}

// A generator is a function that calls its argument with the strings that it
// generates.
type generator func(collect func(string))

// genConst generates a single constant string.
func genConst(s string) generator {
	return func(collect func(string)) {
		collect(s)
	}
}

// genChoice generates all the strings in its argument.
func genChoice(choices []string) generator {

package org.gradle.test;

public interface JavaInterfaceWithConstants {
    String STRING_CONST = "some-string";
    public static final int INT_CONST = 120;

package org.gradle.test;

public class JavaClassWithConstants {
    public static final String STRING_CONST = "some-string";
    static final char CHAR_CONST = 'a';
    static final int INT_CONST = 9;
    protected static final Object OBJECT_CONST = new JavaClassWithConstants();

    static String ignored = "ignore";
    String ignored2 = "ignore";

package org.gradle.test

class GroovyClassWithConstants {
    static final int INT_CONST = 9
    public static final String STRING_CONST = 'some-string'
    static final Object OBJECT_CONST = new GroovyClassWithConstants()
    static final def BIG_DECIMAL_CONST = 1.02

    String ignored = 'ignore'
    final int ignored2 = 1001
    static def ignored3

    auto it = cache_.find(constant);
    if (it == cache_.end()) {
      Output new_const =
          ops::Const(scope_.WithOpName("const_", constant), {constant});
      it = cache_.insert({constant, new_const}).first;
      for (const Edge* e : control_deps_) {
        scope_.graph()->AddControlEdge(e->src(), new_const.node());
      }
    }
    return it->second;
  }

 private:
  Scope scope_;

      rewriter.setInsertionPointAfter(op);
      // create new F16 constant op in that location
      ConstantOp new_const = rewriter.create<ConstantOp>(
          op->getLoc(), new_result_type, new_value_attr);
      ConvertOp dcast =
          rewriter.create<ConvertOp>(op->getLoc(), old_result_type, new_const);
      // replace all convert ops with dq op.
      convert_op->replaceAllUsesWith(dcast);

  void runOnOperation() override {
    const auto& cost_analysis = getAnalysis<CostAnalysis>();

    auto func_op = getOperation();
    for (auto& op : func_op.front()) {
      op.emitRemark() << "Cost: " << cost_analysis.GetCost(&op);
    }
  }
};

static mlir::PassRegistration<TestCostAnalysis> pass;

}  // namespace tfrt_compiler

  }
  if (failed(cutil::CreateInitBufferValue(
          element_shape, list.getMaxNumElements(), list, list.getElementDtype(),
          builder, &buffer))) {
    return failure();
  }
  Value size = cutil::GetR1Const({0LL}, builder, list.getLoc());
  list.getHandle().replaceAllUsesWith(buffer);
  (*buffer_to_size)[buffer] = {size, /*fixed=*/false};
  list.erase();
  return success();
}