} else if (type == DT_QINT8) {
    qmin = -128.0;
    qmax = 127.0;
  } else {
    return absl::InvalidArgumentError("Only int8 and uint8 are considered.");
  }
  return std::make_pair((qmin - mean) / std, (qmax - mean) / std);
}

absl::Status RegisterCustomBuiltinOps(
    const std::vector<std::string> extra_tf_opdefs) {
  for (const auto& tf_opdefs_string : extra_tf_opdefs) {
    OpDef opdef;

			snapshot := *v
			req.GetBody = func() (io.ReadCloser, error) {
				r := snapshot
				return io.NopCloser(&r), nil
			}
		default:
			// This is where we'd set it to -1 (at least
			// if body != NoBody) to mean unknown, but
			// that broke people during the Go 1.8 testing
			// period. People depend on it being 0 I
			// guess. Maybe retry later. See Issue 18117.
		}
		// For client requests, Request.ContentLength of 0

      self.base(title, targets, desc)
      + timeSeries.standardOptions.withUnit('s')
      + custom.withDrawStyle('bars')
      + timeSeries.standardOptions.withOverrides([
        fieldOverride.byRegexp.new('/mean/i')
        + fieldOverride.byRegexp.withProperty(
          'custom.fillOpacity',
          0
        )
        + fieldOverride.byRegexp.withProperty(
          'custom.lineStyle',
          {

  rewriter.replaceOp(concat_op, output_reshape_op.getResult());

  return success();
}

// ================== mean ========================

// Currently NNAPI does not support mean op with different scales (quantization
// cases), and in TFLite avg_pool will ensure the input & output has the same
// scales.
LogicalResult ReduceMeanToAvgPool::matchAndRewrite(

  // Tries to legalize the specified TensorFlow op, if supported.
  //
  // Emits an error and returns failure if an error is encountered during
  // conversion. Note that success return value doesn't mean successful
  // legalization.
  mlir::LogicalResult LegalizeOp();

  // Converts the given operand to expression of kind kConstant or kXlaOp.
  // Emits a remark and returns expression of kind kInvalid on failure.

	// for external load-balancers which use nodes as a second hop (e.g. many cloud LBs which only
	// understand nodes). For services that use externalTrafficPolicy=Local, this may mean that
	// any backends on excluded nodes are not reachable by those external load-balancers.
	// Implementations of this exclusion may vary based on provider.

                }
                cycle.removeLast();
                stateMap.put(v, DfsState.VISITED);
            } else if (state == DfsState.VISITING) {
                // we are already visiting this vertex, this mean we have a cycle
                int pos = cycle.lastIndexOf(v.label);
                List<String> ret = cycle.subList(pos, cycle.size());
                ret.add(v.label);
                return ret;
            }

  private lateinit var server: MockWebServer
  private lateinit var client: OkHttpClient

  @BeforeEach
  fun setUp() {
    // Sockets on some platforms can have large buffers that mean writes do not block when
    // required. These socket factories explicitly set the buffer sizes on sockets created.
    server = MockWebServer()
    server.serverSocketFactory =

type Graph struct {
	Nodes Nodes
}

// FlatValue returns the exclusive value for this node, computing the
// mean if a divisor is available.
func (n *Node) FlatValue() int64 {
	if n.FlatDiv == 0 {
		return n.Flat
	}
	return n.Flat / n.FlatDiv
}

// CumValue returns the inclusive value for this node, computing the
// mean if a divisor is available.
func (n *Node) CumValue() int64 {
	if n.CumDiv == 0 {
		return n.Cum
	}

      "options": {
        "colorMode": "none",
        "graphMode": "area",
        "justifyMode": "auto",
        "orientation": "horizontal",
        "reduceOptions": {
          "calcs": [
            "mean"
          ],
          "fields": "",
          "values": false
        },
        "textMode": "auto"
      },
      "pluginVersion": "10.1.5",
      "targets": [
        {