*       userspace buffer (byte[] or ByteBuffer), then copies them from that buffer into the
   *       destination channel.
   * </ol>
   *
   * This value is intended to be large enough to make the overhead of system calls negligible,
   * without being so large that it causes problems for systems with atypical memory management if
   * approaches 2 or 3 are used.
   */
  private static final int ZERO_COPY_CHUNK_SIZE = 512 * 1024;

    new_outputs = root.signatures['serving_default'](
        input_tensor=ops.convert_to_tensor(input_data)
    )

    # Indirectly tests that the model is not quantized by asserting that there
    # are negligible numeric difference.
    self.assertAllClose(new_outputs, expected_outputs, rtol=0.000001)

    # Due to other meta data, the compression is not exactly 1/4.
    self.assertLess(
        testing.get_size_ratio(

   * to prove its primality. Values from miller-rabin.appspot.com.
   *
   * NOTE: We could get slightly better bases that would be treated as unsigned, but benchmarks
   * showed negligible performance improvements.
   */
  private static final long[][] millerRabinBaseSets = {
    {291830, 126401071349994536L},
    {885594168, 725270293939359937L, 3569819667048198375L},

   * to prove its primality. Values from miller-rabin.appspot.com.
   *
   * NOTE: We could get slightly better bases that would be treated as unsigned, but benchmarks
   * showed negligible performance improvements.
   */
  private static final long[][] millerRabinBaseSets = {
    {291830, 126401071349994536L},
    {885594168, 725270293939359937L, 3569819667048198375L},

		// The use of math.Ceil here means that the results might sum
		// to a little more than serverConcurrencyLimit but the
		// difference will be negligible.
		concurrencyLimit := int(math.Ceil(float64(meal.cfgCtlr.serverConcurrencyLimit) * float64(*nominalConcurrencyShares) / meal.shareSum))
		var lendableCL, borrowingCL int
		if lendablePercent != nil {

    This has enabled substantial simplifications and optimizations in the OkHttp
    core for both frontends.

    For most HTTP requests the consequences of this change will be negligible.
    If your application uses `HttpURLConnection.connect()`,
    `setFixedLengthStreamingMode()`, or `setChunkedStreamingMode()`, OkHttp will
    now use a async dispatcher thread to establish the HTTP connection.

				}
				// One might be tempted to create a v >= ft.zero relation for
				// all OpPhi's composed of only provably-positive values
				// but that bloats up the facts table for a very negligible gain.
				// In Go itself, very few functions get improved (< 5) at a cost of 5-7% total increase
				// of compile time.
			}
		}
	}

	// current node state
	type walkState int
	const (

	// are empty. This should be ensured by gcMarkDone before we
	// enter mark termination.
	//
	// TODO: We could clear out buffers just before mark if this
	// has a non-negligible impact on STW time.
	for _, p := range allp {
		// The write barrier may have buffered pointers since
		// the gcMarkDone barrier. However, since the barrier
		// ensured all reachable objects were marked, all of

	// We could allocate a large buffer here to reduce the chance that the
	// syscall needs to be called twice; however, this is unnecessary as
	// the performance loss is negligible.
	var buffer []byte
	for {
		// Try to fill the buffer with data
		length, err := KeyctlBuffer(cmd, id, buffer, 0)
		if err != nil {
			return "", err
		}

int64_t L2NormalizationOp::GetArithmeticCount(Operation* op) {
  int64_t count;
  // Computing the squared L2 norm is N multiply-adds so 2N ops,
  // then the single inverse-sqrt is negligible, then we multiply each
  // value by the resulting multiplier, so an extra N ops. count 3N ops.
  if (ArithmeticCountUtilHelper::GetFirstOutputCount(op, &count)) {
    return 3 * count;
  }

  return -1;