and sets the shape of these inputs to be dynamic shaped. This will ensure
    that the generated HLO program is correctly reflecting the dynamic shape.
  }];

  // Required for mhlo bounded shape extension.
  let dependentDialects = ["mhlo::MhloDialect"];
  let constructor = "TFTPU::CreateTPUAnnotateDynamicShapeInputsPass()";
}

    ArrayRef<int64_t> bounds = hlo::encodingToBounds(input_ty.getEncoding());
    // The input type has bounded dynamic dimension.
    if (!bounds.empty()) {
      SmallVector<int64_t> new_bounds(bounds.begin(), bounds.end());
      SmallVector<int64_t> new_shape(shape.begin(), shape.end());
      // If dimension of the input type is dynamic. Update the
      // bounds of the dim with the new type if needed.

	if volumetypes.IsUncertainProgressError(mountError) &&
		actualStateOfWorld.GetDeviceMountState(volumeToMount.VolumeName) == DeviceNotMounted {
		// only devices which are not mounted can be marked as uncertain. We do not want to mark a device
		// which was previously marked as mounted here as uncertain.
		markDeviceUncertainError := actualStateOfWorld.MarkDeviceAsUncertain(volumeToMount.VolumeName, devicePath, deviceMountPath, volumeToMount.SELinuxLabel)

	conn, err := d.dialer.DialContext(ctx, network, address)
	if err != nil {
		return nil, err
	}

	counted := new(countedConn)
	counted.Conn = conn

	d.mu.Lock()
	defer d.mu.Unlock()
	d.total++
	d.live++

	runtime.SetFinalizer(counted, d.decrement)
	return counted, nil
}

func (d *countingDialer) decrement(*countedConn) {
	d.mu.Lock()
	defer d.mu.Unlock()
	d.live--

		job                  batch.Job
		pods                 []*v1.Pod
		expectedRmFinalizers sets.Set[string]
		wantSucceeded        int32
		wantFailed           int32
	}{
		"some counted": {
			job: batch.Job{
				Status: batch.JobStatus{
					Succeeded:               2,
					Failed:                  1,
					UncountedTerminatedPods: &batch.UncountedTerminatedPods{},
				},
			},

		}
	}

	return devices, nil
}

// shouldMountHostsFile checks if the nodes /etc/hosts should be mounted
// Kubernetes only mounts on /etc/hosts if:
// - container is not an infrastructure (pause) container
// - container is not already mounting on /etc/hosts
// Kubernetes will not mount /etc/hosts if:

				return false, nil
			}

			return true, nil
		},
	)

	if err != nil {
		return fmt.Errorf(
			"Expected volumes to be unmounted. But some volumes are still mounted: %#v", podVolumes)
	}

	return nil
}

func waitForVolumeDetach(
	volumeName v1.UniqueVolumeName,
	volumeManager kubeletvolume.VolumeManager) error {

			if ctxt.IsPPC64() {
				// Align the next text section to the worst case function alignment likely
				// to be encountered when processing function symbols. The start address
				// is rounded against the final alignment of the text section later on in
				// (*Link).address. This may happen due to usage of PCALIGN directives
				// larger than Funcalign, or usage of ISA 3.1 prefixed instructions

  let summary = "Outputs random values from a uniform distribution.";

  let description = [{
The generated values follow a uniform distribution in the range `[0, 1)`. The
lower bound 0 is included in the range, while the upper bound 1 is excluded.
  }];

  let arguments = (ins
    TFL_I32Tensor:$shape,
    DefaultValuedOptionalAttr<I64Attr, "0">:$seed,
    DefaultValuedOptionalAttr<I64Attr, "0">:$seed2
  );

	}
	c.pool.size += uint32(sz)
	p.Pool = t
}

// roundUp rounds up x to "to".
func roundUp(x, to uint32) uint32 {
	if to == 0 || to&(to-1) != 0 {
		log.Fatalf("rounded up to a value that is not a power of 2: %d\n", to)
	}
	return (x + to - 1) &^ (to - 1)
}

// splitImm24uScaled splits an immediate into a scaled 12 bit unsigned lo value