// Use of this source code is governed by a BSD-style
// license that can be found in the LICENSE file.

// Package bisect can be used by compilers and other programs
// to serve as a target for the bisect debugging tool.
// See [golang.org/x/tools/cmd/bisect] for details about using the tool.
//
// To be a bisect target, allowing bisect to help determine which of a set of independent
// changes provokes a failure, a program needs to:
//

           ~/.gradle-bisect-override

# check revision
./check_rev.sh RealWorldNativePluginPerformanceTest mediumNativeMonolithic
```

Now you can use the script automatically with `git bisect`.

```bash
git bisect start HEAD REL_2.14 --  # HEAD=bad REL_2.14=good
git bisect run check_rev.sh RealWorldNativePluginPerformanceTest mediumNativeMonolithic
```

limitations under the License.
==============================================================================*/

// Pattern definition file for direct lowering of mhlo composites to tflite ops.
include "mlir/IR/OpBase.td"
include "mlir/Dialect/Arith/IR/ArithOps.td"
include "mlir/Dialect/Func/IR/FuncOps.td"
include "mhlo/IR/hlo_ops.td"
include "tensorflow/compiler/mlir/lite/ir/tfl_ops.td"

==============================================================================*/

#include <memory>
#include <string>

#include "llvm/ADT/SmallVector.h"
#include "llvm/Support/Casting.h"
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributes.h"  // from @llvm-project
#include "mlir/IR/Operation.h"  // from @llvm-project
#include "mlir/IR/Value.h"  // from @llvm-project

#include <algorithm>
#include <cstdint>
#include <memory>
#include <utility>

#include "llvm/ADT/SmallVector.h"
#include "llvm/Support/Casting.h"
#include "mlir/Dialect/Arith/IR/Arith.h"  // from @llvm-project
#include "mlir/Dialect/Func/IR/FuncOps.h"  // from @llvm-project
#include "mlir/IR/Attributes.h"  // from @llvm-project
#include "mlir/IR/BuiltinAttributes.h"  // from @llvm-project

//===----------------------------------------------------------------------===//
// Dialect
//===----------------------------------------------------------------------===//

def TFR_Dialect : Dialect {
  let name = "tfr";

  let description = [{
    The TensorFlow Composition dialect.
  }];

  let cppNamespace = "::mlir::TFR";
}

            circular.direct.add(circular)
            circular.indirect.references.add(circular)

            tasks.register('circular') {
                doLast {
                    def direct = circular.direct
                    def indirect = circular.indirect.references
                    println('toString() => ' + circular)
                    println('circular in direct => ' + (circular in direct))

            "QuantOps.cc.inc",
        ),
        (
            [
                "-gen-dialect-decls",
                "-dialect=quantization",
            ],
            "QuantOpsDialect.h.inc",
        ),
        (
            [
                "-gen-dialect-defs",
                "-dialect=quantization",
            ],
            "QuantOpsDialect.cc.inc",
        ),
    ],

  // added, which produces TF Lite ops.
  bool emit_builtin_tflite_ops = true;
  // If `lower_tensor_list_ops` is true, tensorlist ops will be lowered to basic
  // TF ops before legalization to TF Lite dialect.
  bool lower_tensor_list_ops = false;
  // The allowlist of functions that would be preserved after trimming.
  llvm::ArrayRef<std::string> trim_functions_allowlist;
  // All information about quantization.

  @Nested
  @TestMetadata("analysis/analysis-api/testData/annotations/annotationsOnDeclaration/direct")
  @TestDataPath("$PROJECT_ROOT")
  public class Direct {
    @Test
    @TestMetadata("aliasedThrowsOnFunction.kt")
    public void testAliasedThrowsOnFunction() {
      runTest("analysis/analysis-api/testData/annotations/annotationsOnDeclaration/direct/aliasedThrowsOnFunction.kt");
    }

    @Test