}];

  let constructor = "TFTPU::CreateTPUSpaceToDepthPass()";
}

def MergeControlFlowPass : Pass<"tf-merge-control-flow", "ModuleOp"> {
  let summary = "Merges IfRegion ops together with a common predicate.";

  let description = [{
    This pass merges IfRegion ops together if they have the same predicate and it
    is safe to do so (there are no intermediate dependencies, they are in the

      "required": [
        "conditionType"
      ],
      "type": "object"
    },
    "io.k8s.api.core.v1.PodSecurityContext": {
      "description": "PodSecurityContext holds pod-level security attributes and common container settings. Some fields are also present in container.securityContext.  Field values of container.securityContext take precedence over field values of PodSecurityContext.",
      "properties": {
        "fsGroup": {

  if (axis_attr.getNumElements() != 1) return failure();
  int64_t axis =
      axis_attr.getSplatValue<IntegerAttr>().getValue().getSExtValue();
  // TODO(ezhulenev): Compute axis from rank. e.g. It might be common to concat
  // on the channels dim for NCHW layout as axis=-2.
  if (axis < 0) return failure();

  // All concat operands must be defined by ops of the same kind (e.g. tf.Mul),

	"sync"
	"testing"
	"time"

	"github.com/dustin/go-humanize"
	"github.com/minio/minio-go/v7/pkg/set"
	xhttp "github.com/minio/minio/internal/http"
	"github.com/minio/pkg/v3/policy"
)

// API suite container common to both ErasureSD and Erasure.
type TestSuiteCommon struct {
	serverType string
	testServer TestServer
	endPoint   string
	accessKey  string
	secretKey  string
	signer     signerType
	secure     bool

	return fmt.Sprintf("%*s%sBuiltinType: %s", indent, "", field, bt.Name)
}

func (bt *BuiltinType) prec() precedence {
	return precPrimary
}

// printBase is common print code for types that are printed with a
// simple suffix.
func printBase(ps *printState, qual, base AST) {
	ps.inner = append(ps.inner, qual)
	ps.print(base)
	if len(ps.inner) > 0 {

  //   %pack   = tf.Pack(dim0, ...) { axis = 0 }   // [? x ...]
  //
  // Where `...` are some statically known dimensions. In this case %pack can be
  // replace with a %shape. This is a common pattern in models with a dynamic
  // batch size.

  // Test Rank 2
  // CHECK: %[[SHAPE0:.*]] = "tf.Shape"
  %3 = "tf.Shape"(%arg0) : (tensor<?x1xf32>) -> tensor<2xi32>

  addInterfaces<TensorFlowLiteInlinerInterface,
                TensorFlowLiteDialectFoldInterface>();
  addTypes<ControlType>();
}

//===----------------------------------------------------------------------===//
// Common support logic
//===----------------------------------------------------------------------===//

namespace {

// Returns true if the dimensions in `a` is a suffix of the ones in `b`.

	klet.runner = runtime

	runtimeCache, err := kubecontainer.NewRuntimeCache(klet.containerRuntime, runtimeCacheRefreshPeriod)
	if err != nil {
		return nil, err
	}
	klet.runtimeCache = runtimeCache

	// common provider to get host file system usage associated with a pod managed by kubelet
	hostStatsProvider := stats.NewHostStatsProvider(kubecontainer.RealOS{}, func(podUID types.UID) string {
		return getEtcHostsPath(klet.getPodDir(podUID))

	}
	return "no Go files in " + e.Package.Dir
}

// setLoadPackageDataError presents an error found when loading package data
// as a *PackageError. It has special cases for some common errors to improve
// messages shown to users and reduce redundancy.
//
// setLoadPackageDataError returns true if it's safe to load information about

import os
from typing import Mapping, Optional, Sequence, Tuple, Union

from absl.testing import parameterized
import numpy as np
import tensorflow  # pylint: disable=unused-import

from tensorflow.compiler.mlir.quantization.common.python import testing
from tensorflow.compiler.mlir.quantization.stablehlo import quantization_config_pb2 as stablehlo_quant_config_pb2