int64_t x_row_dim = x_shape[x_shape.size() - 2];
  int64_t x_col_dim = x_shape[x_shape.size() - 1];
  int64_t y_row_dim = y_shape[y_shape.size() - 2];
  int64_t y_col_dim = y_shape[y_shape.size() - 1];
  int64_t out_row_dim = output_shape[output_shape.size() - 2];
  int64_t out_col_dim = output_shape[output_shape.size() - 1];

  int64_t expected_out_row_dim = op.getAdjX() ? x_col_dim : x_row_dim;

                          << ") != terminator operands ("
                          << term->getNumOperands() << ")";
    return {};
  }
  // Verify number of tensors for inputs and outputs matches size
  // of the list in the signature def.
  if (input_names.size() != sig_def_inputs.size() ||
      output_names.size() != sig_def_outputs.size()) {
    main_op.emitWarning(

	}

	putObjectTar := func(reader io.Reader, info os.FileInfo, object string) error {
		size := info.Size()

		metadata := map[string]string{
			xhttp.AmzStorageClass: sc, // save same storage-class as incoming stream.
		}

		actualSize := size
		var idxCb func() []byte
		if isCompressible(r.Header, object) && size > minCompressibleSize {
			// Storing the compression metadata.

func (z BaseOptions) EncodeMsg(en *msgp.Writer) (err error) {
	// map header, size 0
	_ = z
	err = en.Append(0x80)
	if err != nil {
		return
	}
	return
}

// MarshalMsg implements msgp.Marshaler
func (z BaseOptions) MarshalMsg(b []byte) (o []byte, err error) {
	o = msgp.Require(b, z.Msgsize())
	// map header, size 0
	_ = z
	o = append(o, 0x80)
	return
}

        verify_size(window_strides.size(), "window strides") &&
        verify_size(padding.size(), "padding entries") &&
        verify_size(lhs_dilation.size(), "lhs dilation factors") &&
        verify_size(rhs_dilation.size(), "rhs dilation factors")))
    return std::nullopt;

  xla::Window window;
  for (size_t i = 0; i < window_dimensions.size(); i++) {

  recv_at_host_dtypes->resize(arg_nodes.size(), DT_INVALID);
  for (auto* n : arg_nodes) {
    int index;
    TF_RETURN_IF_ERROR(GetNodeAttr(n->attrs(), "index", &index));
    DataType dtype;
    TF_RETURN_IF_ERROR(GetNodeAttr(n->attrs(), "T", &dtype));
    (*recv_at_host_dtypes)[index] = dtype;
  }
  for (int i = 0, end = recv_at_host_dtypes->size(); i < end; i++) {
    if ((*recv_at_host_dtypes)[i] == DT_INVALID) {

func (z *allTierStats) MarshalMsg(b []byte) (o []byte, err error) {
	o = msgp.Require(b, z.Msgsize())
	// map header, size 1
	// string "ts"
	o = append(o, 0x81, 0xa2, 0x74, 0x73)
	o = msgp.AppendMapHeader(o, uint32(len(z.Tiers)))
	for za0001, za0002 := range z.Tiers {
		o = msgp.AppendString(o, za0001)
		// map header, size 3
		// string "ts"
		o = append(o, 0x83, 0xa2, 0x74, 0x73)
		o = msgp.AppendUint64(o, za0002.TotalSize)

		}()
	}
}

func datblk(ctxt *Link, out *OutBuf, addr, size int64) {
	writeDatblkToOutBuf(ctxt, out, addr, size)
}

// Used only on Wasm for now.
func DatblkBytes(ctxt *Link, addr int64, size int64) []byte {
	buf := make([]byte, size)
	out := &OutBuf{heap: buf}
	writeDatblkToOutBuf(ctxt, out, addr, size)
	return buf
}

	rinfo.PrevReplicationStatus = objInfo.TargetReplicationStatus(tgt.ARN)

	// Set the encrypted size for SSE-C objects
	var size int64
	if crypto.SSEC.IsEncrypted(objInfo.UserDefined) {
		size = objInfo.Size
	} else {
		size, err = objInfo.GetActualSize()
		if err != nil {
			replLogIf(ctx, err)
			sendEvent(eventArgs{

// all 0s and `size[i]` is equal to either -1 or `input.shape[i]`
// for each dim i, the output tensor is identical to `input`.
bool CanOptimizeIdentitySliceOp(Value input, Attribute begin, Attribute size) {
  // Checks if `begin` and `size` are i32 or i64.
  auto begin_attr = mlir::dyn_cast<DenseIntElementsAttr>(begin);
  auto size_attr = mlir::dyn_cast<DenseIntElementsAttr>(size);
  if (!begin_attr || !size_attr) {