tf.OptimizerOptions

class tf.OptimizerOptions

Properties

do_common_subexpression_elimination

Magic attribute generated for "do_common_subexpression_elimination" proto field.

do_constant_folding

Magic attribute generated for "do_constant_folding" proto field.

do_function_inlining

Magic attribute generated for "do_function_inlining" proto field.

global_jit_level

Magic attribute generated for "global_jit_level" proto field.

opt_level

Magic attribute generated for "opt_level" proto field.

Methods

ByteSize()

Clear()

ClearExtension(extension_handle)

ClearField(field_name)

CopyFrom(other_msg)

Copies the content of the specified message into the current message.

The method clears the current message and then merges the specified message using MergeFrom.

Args:

  • other_msg: Message to copy into the current one.

DiscardUnknownFields()

FindInitializationErrors()

Finds required fields which are not initialized.

Returns:

A list of strings. Each string is a path to an uninitialized field from the top-level message, e.g. "foo.bar[5].baz".

FromString(s)

HasExtension(extension_handle)

HasField(field_name)

IsInitialized(errors=None)

Checks if all required fields of a message are set.

Args:

  • errors: A list which, if provided, will be populated with the field paths of all missing required fields.

Returns:

True iff the specified message has all required fields set.

ListFields()

MergeFrom(msg)

MergeFromString(serialized)

ParseFromString(serialized)

Parse serialized protocol buffer data into this message.

Like MergeFromString(), except we clear the object first and do not return the value that MergeFromString returns.

RegisterExtension(extension_handle)

SerializePartialToString()

SerializeToString()

SetInParent()

Sets the _cached_byte_size_dirty bit to true, and propagates this to our listener iff this was a state change.

WhichOneof(oneof_name)

Returns the name of the currently set field inside a oneof, or None.

__init__(**kwargs)

Class Members

DEFAULT

DESCRIPTOR

DO_COMMON_SUBEXPRESSION_ELIMINATION_FIELD_NUMBER

DO_CONSTANT_FOLDING_FIELD_NUMBER

DO_FUNCTION_INLINING_FIELD_NUMBER

GLOBAL_JIT_LEVEL_FIELD_NUMBER

GlobalJitLevel

L0

L1

Level

OFF

ON_1

ON_2

OPT_LEVEL_FIELD_NUMBER

Defined in tensorflow/core/protobuf/config_pb2.py.