the implementation, might do nothing and simply be an identity

`input`: The tensor that has dynamic dimensions.
`static_shape`: The static shape of the tensor, corresponds to the maximum bounds of each dimension.
`output` is the input tensor with no changes done to it.

Example usage:

def tpu_call(args):
  def model_fn(args):
    # do something with dynamic tensor

	// sys.PhysPageSize is an upper-bound on the physical page size.
	minPhysPageSize = 4096

	// maxPhysPageSize is the maximum page size the runtime supports.
	maxPhysPageSize = 512 << 10

	// maxPhysHugePageSize sets an upper-bound on the maximum huge page size
	// that the runtime supports.
	maxPhysHugePageSize = pallocChunkBytes

	// pagesPerReclaimerChunk indicates how many pages to scan from the

	// explicitly requested gzip it is not automatically
	// uncompressed.
	DisableCompression bool

	// MaxIdleConns controls the maximum number of idle (keep-alive)
	// connections across all hosts. Zero means no limit.
	MaxIdleConns int

	// MaxIdleConnsPerHost, if non-zero, controls the maximum idle
	// (keep-alive) connections to keep per-host. If zero,
	// DefaultMaxIdleConnsPerHost is used.
	MaxIdleConnsPerHost int

			writeErrorResponse(ctx, w, errorCodes.ToAPIErrWithErr(ErrAccessDenied, err), r.URL)
			return
		}

		// Ensure that the object size is within expected range, also the file size
		// should not exceed the maximum single Put size (5 GiB)
		lengthRange := postPolicyForm.Conditions.ContentLengthRange
		if lengthRange.Valid {
			hashReader.SetExpectedMin(lengthRange.Min)
			hashReader.SetExpectedMax(lengthRange.Max)
		}
	}

			cidrsForProxier = append(cidrsForProxier, cidr)
		}
	}
	proxier.serviceCIDRs = strings.Join(cidrsForProxier, ",")
}

const (
	// Maximum length for one of our chain name prefixes, including the trailing
	// hyphen.
	chainNamePrefixLengthMax = 16

	// Maximum length of the string returned from servicePortChainNameBase or
	// servicePortEndpointChainNameBase.

  EXPECT_THAT(GetBuiltinCode(model_.operator_codes[dequant_idx].get()),
              Eq(BuiltinOperator_DEQUANTIZE));

  const auto& op = subgraph->operators[1].get();

  // Check that we have MINIMUM or MAXIMUM operator.
  auto op_builtin_code =
      GetBuiltinCode(model_.operator_codes[op->opcode_index].get());
  ASSERT_TRUE(op_builtin_code == tflite::BuiltinOperator_MINIMUM ||

const maxLengthShift = 16

// maxLengthMask is a mask for the maxLength value.
const maxLengthMask = 0x1f << maxLengthShift

// MaxLength returns an Option that limits the maximum length of a
// demangled string. The maximum length is expressed as a power of 2,
// so a value of 1 limits the returned string to 2 characters, and
// a value of 16 limits the returned string to 65,536 characters.
// The value must be between 1 and 30.

   */

  // Constants

  /**
   * The maximum capacity, used if a higher value is implicitly specified by either of the
   * constructors with arguments. MUST be a power of two no greater than {@code 1<<30} to ensure
   * that entries are indexable using ints.
   */
  static final int MAXIMUM_CAPACITY = Ints.MAX_POWER_OF_TWO;

  /** The maximum number of segments to allow; used to bound constructor arguments. */

  %2 = "tfl.maximum"(%0, %1) : (tensor<1x6x6x16xf32>, tensor<1x6x6x16xf32>) -> tensor<1x6x6x16xf32>
  func.return %2 : tensor<1x6x6x16xf32>

// CHECK: %0 = "tfl.dequantize"(%arg0)
// CHECK: %1 = "tfl.dequantize"(%arg1)
// CHECK: %2 = "tfl.maximum"(%0, %1)
// CHECK: %3 = "tfl.quantize"(%2)
// CHECK: %4 = "tfl.dequantize"(%3)

const usesLR = sys.MinFrameSize > 0

const (
	// tracebackInnerFrames is the number of innermost frames to print in a
	// stack trace. The total maximum frames is tracebackInnerFrames +
	// tracebackOuterFrames.
	tracebackInnerFrames = 50

	// tracebackOuterFrames is the number of outermost frames to print in a
	// stack trace.
	tracebackOuterFrames = 50
)