SmallVector<int64_t, 1> bias_shape = {filter_shape[0]};
  auto bias_type =
      RankedTensorType::getChecked(loc, bias_shape, bias_quantized_type);

  auto bias_value_type = RankedTensorType::getChecked(
      loc, std::move(bias_shape), rewriter.getI32Type());
  auto bias_value = DenseIntElementsAttr::get(
      bias_value_type, APInt(/*numBits=*/32, /*value=*/0, /*isSigned=*/true));

  return rewriter.create<TFL::QConstOp>(

class TFL_OperandHasRankAtMost<int n, int m> :
  PredOpTrait<"operand " # n # " is at most " # m # "-D",
    TFL_OperandHasRankAtMostPred<n, m>>;

// Not all dimentions in the tensor will contribute to the data move in a
// TransposeOp. Effective rank is the number of dimentions != 1
class TFL_TransposeOperandHasEffectiveRankAtMost<int n, int m> :
  PredOpTrait<"operand " # n # " is at most " # m # "-D",

	case REG_UXTH <= r && r < REG_UXTW:
		return roff(rm, 1, num)
	case REG_UXTW <= r && r < REG_UXTX:
		if a.Type == obj.TYPE_MEM {
			if num == 0 {
				// According to the arm64 specification, for instructions MOVB, MOVBU and FMOVB,
				// the extension amount must be 0, encoded in "S" as 0 if omitted, or as 1 if present.
				// But in Go, we don't distinguish between Rn.UXTW and Rn.UXTW<<0, so we encode it as

	}
	mp.waitlock = lock
	mp.waitunlockf = unlockf
	gp.waitreason = reason
	mp.waitTraceBlockReason = traceReason
	mp.waitTraceSkip = traceskip
	releasem(mp)
	// can't do anything that might move the G between Ms here.
	mcall(park_m)
}

// Puts the current goroutine into a waiting state and unlocks the lock.
// The goroutine can be made runnable again by calling goready(gp).

	{ASTRL, yincq, Px, opBytes{0x0f, 0x00, 01}},
	{ASTRQ, yincq, Pw, opBytes{0x0f, 0x00, 01}},
	{AXSETBV, ynone, Pm, opBytes{0x01, 0xd1, 0}},
	{AMOVBEW, ymovbe, Pq, opBytes{0x38, 0xf0, 0, 0x38, 0xf1, 0}},
	{AMOVBEL, ymovbe, Pm, opBytes{0x38, 0xf0, 0, 0x38, 0xf1, 0}},
	{AMOVBEQ, ymovbe, Pw, opBytes{0x0f, 0x38, 0xf0, 0, 0x0f, 0x38, 0xf1, 0}},
	{ANOPW, ydivl, Pe, opBytes{0x0f, 0x1f, 00}},
	{ANOPL, ydivl, Px, opBytes{0x0f, 0x1f, 00}},

			fakeClock := manager.failedPodsBackoff.Clock

			// Move just before the backoff end time
			fakeClock.Sleep(delay - 1*time.Nanosecond)
			if !manager.failedPodsBackoff.IsInBackOffSinceUpdate(backoffKey, fakeClock.Now()) {
				t.Errorf("Backoff delay didn't last the whole waitout period.")
			}

			// Move to the backoff end time
			fakeClock.Sleep(1 * time.Nanosecond)

  }
};

class ConvertNonTrivialConvOp
    : public OpConversionPattern<mhlo::ConvolutionOp> {
 public:
  using OpConversionPattern::OpConversionPattern;
  // TODO(b/302150407): we should move to use direct legalization to TFlite
  // instead going through TF in the future
  LogicalResult matchAndRewrite(
      mhlo::ConvolutionOp conv_op, OpAdaptor adaptor,
      ConversionPatternRewriter& rewriter) const final {

   * @param h hash code
   */
  static int rehash(int h) {
    // Spread bits to regularize both segment and index locations,
    // using variant of single-word Wang/Jenkins hash.
    // TODO(kevinb): use Hashing/move this to Hashing?
    h += (h << 15) ^ 0xffffcd7d;
    h ^= (h >>> 10);
    h += (h << 3);
    h ^= (h >>> 6);
    h += (h << 2) + (h << 14);
    return h ^ (h >>> 16);
  }

  /**

  local container_runtime_name="${CONTAINER_RUNTIME_NAME:-containerd}"
  systemctl stop "$container_runtime_name"
  # Some images remount the container runtime root dir.
  umount "/var/lib/${container_runtime_name}" || true
  # Move the container runtime's directory to the new location to preserve
  # preloaded images.
  if [ ! -d "${ephemeral_mountpoint}/${container_runtime_name}" ]; then

	configMapManager configmap.Manager

	// volumeManager observes the set of running pods and is responsible for attaching, mounting,
	// unmounting, and detaching as those pods move through their lifecycle. It periodically
	// synchronizes the set of known volumes to the set of actually desired volumes and cleans up
	// any orphaned volumes. The volume manager considers the podWorker to be authoritative for