goto nosub;
				}
				if (test & (TEST_BASELINE|TEST_PASS|TEST_VERIFY))
					skip = extract(tabs, line, re, s, ans, msg, NiL, match, nmatch, nsub, skip, level, test|TEST_OK);
			}
			else if (test & (TEST_ACTUAL|TEST_BASELINE|TEST_FAIL|TEST_PASS|TEST_QUERY|TEST_SUMMARY|TEST_VERIFY))
				skip = extract(tabs, line, re, s, ans, msg, NiL, match, nmatch, nsub, skip, level, test|TEST_DELIMIT);

            """
        ),
    ] = _Unset,
    alias: Annotated[
        Optional[str],
        Doc(
            """
            An alternative name for the parameter field.

            This will be used to extract the data and for the generated OpenAPI.
            It is particularly useful when you can't use the name you want because it
            is a Python reserved keyword or similar.
            """
        ),
    ] = None,

    // constant, then the output type can be statically determined.
    RankedTensorType out_ty = mlir::dyn_cast<RankedTensorType>(op.getType());
    if (!out_ty || !out_ty.hasStaticShape()) return failure();

    // Extract out all the constant indices' attributes and verify that data
    // types are static.
    SmallVector<DenseIntElementsAttr, 4> indices;
    indices.reserve(op.getN());

		{name: "EXTRconst", argLength: 2, reg: gp21, asm: "EXTR", aux: "Int64"},   // extract 64 bits from arg0:arg1 starting at lsb auxInt, auxInt should be in the range 0 to 63.
		{name: "EXTRWconst", argLength: 2, reg: gp21, asm: "EXTRW", aux: "Int64"}, // extract 32 bits from arg0[31:0]:arg1[31:0] starting at lsb auxInt and zero top 32 bits, auxInt should be in the range 0 to 31.

		// comparisons

                    $shape),
    [(AnyStaticShapeTensor $input),
      (IsReducedTailOfShape $rhs, $lhs),
      (IsLastDimEqualToNumElements $input, $rhs),
      (HasOneUse $lhs),
      // Restrict operands to have at most rank 4 because TFLite binary
      // kernel supports up to 4D broadcast.
      (HasRankAtMost<4> $input),
      (HasRankAtMost<4> $lhs),
      (HasRankAtMost<4> $rhs),

	Subject             pkix.Name
	NotBefore, NotAfter time.Time // Validity bounds.
	KeyUsage            KeyUsage

	// Extensions contains raw X.509 extensions. When parsing certificates,
	// this can be used to extract non-critical extensions that are not
	// parsed by this package. When marshaling certificates, the Extensions
	// field is ignored, see ExtraExtensions.
	Extensions []pkix.Extension

 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

package org.gradle.model.internal.manage.schema.extract;

import com.google.common.base.Equivalence.Wrapper;
import com.google.common.base.Predicate;
import com.google.common.collect.ArrayListMultimap;
import com.google.common.collect.ImmutableMap;

    tf_device.return %1 : tensor<f32>
  }) : () -> tensor<f32>
  return %0 : tensor<f32>
}
```
### `-tf-extract-tpu-copy-with-dynamic-shape-op`

_Extract the TPUCopyWithDynamicShapeOp out of the host launch and place it on device launch_

This pass looks for TPUCopyWithDynamicShapeOp which wraps in a

			// users to specify a trimmed set of services for one or more
			// listeners and then add a catch all egress listener for all
			// other ports. Doing so allows people to restrict the set of
			// services exposed on one or more listeners, and avoid hard
			// port conflicts like tcp taking over http or http taking over
			// tcp, or simply specify that of all the listeners that Istio

   * given checked exception type. This reduces boilerplate for a common use of {@code Future} in
   * which it is unnecessary to programmatically distinguish between exception types or to extract
   * other information from the exception instance.
   *
   * <p>Exceptions from {@code Future.get} are treated as follows:
   *
   * <ul>