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This file is MACHINE GENERATED! Do not edit. éN)Ś pywrap_tfe)Ścontext)Ścore)Śexecute©Śdtypes)Śannotation_types)Śop_def_registry)Śops)Śop_def_library)Śdeprecated_endpoints)Śdispatch)Ś tf_export)ŚTypeVarŚListŚŚ record_bytesŚ header_bytesŚ footer_bytesŚ hop_bytesŚ containerŚ shared_nameŚreturncCs<tjpt ”}|j}|jrtdƒ‚t |d”}|durd}t |d”}|dur)d}t |d”}|dur5d}t |d”}|durAd}t |d ”}|durMd}t |d ”}tj d |||||||d \} } } } | dd…} t  ”r™d|   d”d|   d”d|   d”d|   d”d |   d ”d |   d ”f } | j }t d || | ”| \} | S) a©A Reader that outputs fixed-length records from a file. Args: record_bytes: An `int`. Number of bytes in the record. header_bytes: An optional `int`. Defaults to `0`. Number of bytes in the header, defaults to 0. footer_bytes: An optional `int`. Defaults to `0`. Number of bytes in the footer, defaults to 0. hop_bytes: An optional `int`. Defaults to `0`. Number of bytes to hop before each read. Default of 0 means using record_bytes. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. ś]fixed_length_record_reader op does not support eager execution. Arg 'reader_handle' is a ref.rNrrrrrrrŚFixedLengthRecordReader)rrrrrrŚname©Ś_contextrŚ_thread_local_dataŚis_eagerŚ RuntimeErrorŚ_executeŚmake_intŚmake_strŚ_op_def_libraryŚ_apply_op_helperŚmust_record_gradientŚ _get_attr_intŚget_attrŚinputsŚrecord_gradient)rrrrrrrŚ_ctxŚtldŚ_Ś_opŚ_outputsŚ_resultŚ_attrsŚ _inputs_flat©r3śa/home/www/facesmatcher.com/pyenv/lib/python3.10/site-packages/tensorflow/python/ops/gen_io_ops.pyŚfixed_length_record_readersT      ū      ū’r5zraw_ops.FixedLengthRecordReadercCótdƒ‚)Nr©r )rrrrrrrŚctxr3r3r4Ś)fixed_length_record_reader_eager_fallback[ór9ŚencodingcCstjpt ”}|j} | jrazt |d|d|d|d|d|d|d|d|”} | WStjy>} z t  | |”WYd } ~ nd } ~ wtj yGYnwzt |||||||||d  WStj y`Ynwt  |d”}|d urmd }t  |d”}|d uryd }t  |d”}|d ur…d }t  |d”}|d ur‘d }t  |d”}|d urd }t  |d”}|d ur©d }t  |d”}tjd||||||||d  \} } } }|d d …} t  ”rūd|  d”d|  d”d|  d”d|  d”d|  d”d|  d”d|  d”f}| j}t  d||| ”| \} | S)aAA Reader that outputs fixed-length records from a file. Args: record_bytes: An `int`. Number of bytes in the record. header_bytes: An optional `int`. Defaults to `0`. Number of bytes in the header, defaults to 0. footer_bytes: An optional `int`. Defaults to `0`. Number of bytes in the footer, defaults to 0. hop_bytes: An optional `int`. Defaults to `0`. Number of bytes to hop before each read. Default of 0 means using record_bytes. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. encoding: An optional `string`. Defaults to `""`. The type of encoding for the file. Currently ZLIB and GZIP are supported. Defaults to none. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. ŚFixedLengthRecordReaderV2rrrrrrr;N) rrrrrrr;rr8rr)rrrrrrr;r)rrrrrŚTFE_Py_FastPathExecuteŚ_coreŚ_NotOkStatusExceptionŚ_opsŚraise_from_not_ok_statusŚ_FallbackExceptionŚ,fixed_length_record_reader_v2_eager_fallbackŚ_SymbolicExceptionr!r"r#r$r%r&r'r(r)r*)rrrrrrr;rr+r,r0Śer-r.r/r1r2r3r3r4Śfixed_length_record_reader_v2^sŠ  ü€’ż’       ś       ś’rFz!raw_ops.FixedLengthRecordReaderV2c Csųt |d”}|dur d}t |d”}|durd}t |d”}|dur$d}t |d”}|dur0d}t |d”}|durr?r@rArBŚ!identity_reader_v2_eager_fallbackrDr!r#r$r%r&r(r)r*© rrrr+r,r0rEr-r.r/r1r2r3r3r4Śidentity_reader_v2 sV ž€’’’  ž  ’’rYzraw_ops.IdentityReaderV2cCóx|durd}t |d”}|durd}t |d”}g}d|d|f}tjdd||||d}t ”r7t d|||”|\}|S)NrrrsIdentityReaderV2rGrHrV©r!r#rr&r*©rrrr8r2r1r0r3r3r4rWFó"    ’’rWc CrK)aA Reader that outputs the records from a LMDB file. Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. śNlmdb_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrŚ LMDBReaderrNrOrPr3r3r4Ś lmdb_readerXs0  ’  ’’r`zraw_ops.LMDBReadercCr6)Nr^r7rSr3r3r4Ślmdb_reader_eager_fallbackr:razio.matching_filesŚmatching_files)Śv1Śpatternc Cs¢tjpt ”}|j}|jrzz t |d||”}|WStjy1}z t  ||”WYd}~nd}~wtj y:Ynwzt ||fdƒ}|t urJ|WSt |||dWStjy[Yq‡ttfyyt tdt||d”}|tjjurx|YS‚wt ||fdƒ}|t ur‡|Sztjd||d\}}}}Wnttfy“t tdt||d”}|tjjur³|YS‚w|dd…}t ”rĢd} |j} t d| | |”|\}|S)a×Returns the set of files matching one or more glob patterns. Note that this routine only supports wildcard characters in the basename portion of the pattern, not in the directory portion. Note also that the order of filenames returned is deterministic. Args: pattern: A `Tensor` of type `string`. Shell wildcard pattern(s). Scalar or vector of type string. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. Ś MatchingFilesN©rr8r3)rdr)rrrrrr=r>r?r@rArBŚ_dispatcher_for_matching_filesŚNotImplementedŚmatching_files_eager_fallbackrDŚ TypeErrorŚ ValueErrorŚ _dispatchr rbŚdictŚ OpDispatcherŚ NOT_SUPPORTEDr$r%r!r&r)r*) rdrr+r,r0rEr-r.r/r1r2r3r3r4rb„sv’€’’’’ ś’’’ ś ’zraw_ops.MatchingFilescCóPt |tj”}|g}d}tjdd||||d}t ”r#t d|||”|\}|S)Ns MatchingFilesrGrHre©r@Śconvert_to_tensorŚ_dtypesŚstringr!rr&r*)rdrr8r2r1r0r3r3r4riĻó ’’riTFŚcheckpoint_prefixesŚdestination_prefixŚdelete_old_dirsŚallow_missing_filesc Csžtjpt ”}|j}|jrVzt |d|||d|d|” }|WStjy6}z t  ||”WYd}~nd}~wtj y?Ynwz t ||||||dWStj yUYnw|dur\d}t  |d”}|durhd}t  |d”}tjd|||||d\} } } } | S) aŒV2 format specific: merges the metadata files of sharded checkpoints. The result is one logical checkpoint, with one physical metadata file and renamed data files. Intended for "grouping" multiple checkpoints in a sharded checkpoint setup. If delete_old_dirs is true, attempts to delete recursively the dirname of each path in the input checkpoint_prefixes. This is useful when those paths are non user-facing temporary locations. If allow_missing_files is true, merges the checkpoint prefixes as long as at least one file exists. Otherwise, if no files exist, an error will be thrown. The default value for allow_missing_files is false. Args: checkpoint_prefixes: A `Tensor` of type `string`. prefixes of V2 checkpoints to merge. destination_prefix: A `Tensor` of type `string`. scalar. The desired final prefix. Allowed to be the same as one of the checkpoint_prefixes. delete_old_dirs: An optional `bool`. Defaults to `True`. see above. allow_missing_files: An optional `bool`. Defaults to `False`. see above. name: A name for the operation (optional). Returns: The created Operation. ŚMergeV2CheckpointsrxryN)rxryrr8TF)rvrwrxryr)rrrrrr=r>r?r@rArBŚ#merge_v2_checkpoints_eager_fallbackrDr!Ś make_boolr$r%) rvrwrxryrr+r,r0rEr-r.r/r3r3r4Śmerge_v2_checkpointsÜsNż€’ż’  ūr}zraw_ops.MergeV2Checkpointsc Cs~|durd}t |d”}|durd}t |d”}t |tj”}t |tj”}||g}d|d|f}tjdd||||d}d}|S)NTrxFrysMergeV2CheckpointsrrH)r!r|r@rrrsrtr) rvrwrxryrr8r2r1r0r3r3r4r{s"  ’ ’r{Śfilenamec Cóģtjpt ”}|j}|jrNz t |d||”}|WStjy1}z t  ||”WYd}~nd}~wtj y:Ynwzt |||dWStj yMYnwt jd||d\}}}}|dd…}t ”rqd} |j} t d| | |”|\}|S)zĻReads and outputs the entire contents of the input filename. Args: filename: A `Tensor` of type `string`. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. ŚReadFileNrf)r~rr3)rrrrrr=r>r?r@rArBŚread_file_eager_fallbackrDr$r%r!r&r)r*) r~rr+r,r0rEr-r.r/r1r2r3r3r4Ś read_file0sB ’€’’’’ ’r‚zraw_ops.ReadFilecCrp)NsReadFilerGrHr€rq)r~rr8r2r1r0r3r3r4rYrurŚ reader_handlec Córtjpt ”}|j}|jrtdƒ‚tjd||d\}}}}|dd…}t ”r4d}|j } t  d| ||”|\}|S)a<Returns the number of records this Reader has produced. This is the same as the number of ReaderRead executions that have succeeded. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. ś^reader_num_records_produced op does not support eager execution. Arg 'reader_handle' is a ref.ŚReaderNumRecordsProduced©rƒrNr3© rrrrr r$r%r!r&r)r*© rƒrr+r,r-r.r/r0r1r2r3r3r4Śreader_num_records_producedfó  ’ ’rŠz raw_ops.ReaderNumRecordsProducedcCr6)Nr…r7©rƒrr8r3r3r4Ś*reader_num_records_produced_eager_fallback†r:rc Cr)a6Returns the number of records this Reader has produced. This is the same as the number of ReaderRead executions that have succeeded. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. ŚReaderNumRecordsProducedV2Nrfr‡r3)rrrrrr=r>r?r@rArBŚ-reader_num_records_produced_v2_eager_fallbackrDr$r%r!r&r)r*© rƒrr+r,r0rEr-r.r/r1r2r3r3r4Śreader_num_records_produced_v2‰óB ’€’’’’ ’r‘z"raw_ops.ReaderNumRecordsProducedV2cCrp)NsReaderNumRecordsProducedV2rGrHrŽ©r@rrrsŚresourcer!rr&r*©rƒrr8r2r1r0r3r3r4rµóž’rc Cr„)zųReturns the number of work units this Reader has finished processing. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. śbreader_num_work_units_completed op does not support eager execution. Arg 'reader_handle' is a ref.ŚReaderNumWorkUnitsCompletedr‡Nr3rˆr‰r3r3r4Śreader_num_work_units_completedĆs  ’ ’r™z#raw_ops.ReaderNumWorkUnitsCompletedcCr6)Nr—r7rŒr3r3r4Ś.reader_num_work_units_completed_eager_fallbackąr:ršc Cr)zņReturns the number of work units this Reader has finished processing. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `int64`. ŚReaderNumWorkUnitsCompletedV2Nrfr‡r3)rrrrrr=r>r?r@rArBŚ1reader_num_work_units_completed_v2_eager_fallbackrDr$r%r!r&r)r*rr3r3r4Ś"reader_num_work_units_completed_v2ćsD ’€’’’ž ’rz%raw_ops.ReaderNumWorkUnitsCompletedV2cCrp)NsReaderNumWorkUnitsCompletedV2rGrHr›r“r•r3r3r4rœ r–rœŚ ReaderReadŚkeyŚvalueŚ queue_handlec Csxtjpt ”}|j}|jrtdƒ‚tjd|||d\}}}}|dd…}t ”r5d} |j } t  d| | |”t   |”}|S)aYReturns the next record (key, value pair) produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. queue_handle: A `Tensor` of type mutable `string`. Handle to a Queue, with string work items. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (key, value). key: A `Tensor` of type `string`. value: A `Tensor` of type `string`. śMreader_read op does not support eager execution. Arg 'queue_handle' is a ref.rž©rƒr”rNr3) rrrrr r$r%r!r&r)r*Ś_ReaderReadOutputŚ_make) rƒr”rr+r,r-r.r/r0r1r2r3r3r4Ś reader_reads"ž ’ r¦zraw_ops.ReaderReadcCr6)Nr¢r7)rƒr”rr8r3r3r4Śreader_read_eager_fallbackFr:r§ŚReaderReadUpToŚkeysŚvaluesŚ num_recordsc Csztjpt ”}|j}|jrtdƒ‚tjd||||d\}}}}|dd…} t ”r6d} |j } t  d| | | ”t   | ”} | S)aReturns up to `num_records` (key, value) pairs produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). It may return less than `num_records` even before the last batch. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a `Reader`. queue_handle: A `Tensor` of type mutable `string`. Handle to a `Queue`, with string work items. num_records: A `Tensor` of type `int64`. number of records to read from `Reader`. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (keys, values). keys: A `Tensor` of type `string`. values: A `Tensor` of type `string`. śSreader_read_up_to op does not support eager execution. Arg 'queue_handle' is a ref.rØ©rƒr”r«rNr3) rrrrr r$r%r!r&r)r*Ś_ReaderReadUpToOutputr„) rƒr”r«rr+r,r-r.r/r0r1r2r3r3r4Śreader_read_up_toMs$ż ’ rÆzraw_ops.ReaderReadUpTocCr6)Nr¬r7)rƒr”r«rr8r3r3r4Ś reader_read_up_to_eager_fallbackxr:r°ŚReaderReadUpToV2c Cstjpt ”}|j}|jrWzt |d||||”}t |”}|WStj y8}z t   ||”WYd}~nd}~wtj yAYnwz t |||||dWStjyVYnwtjd||||d\}}} } | dd…}t ”r|d} | j} t d| | |”t |”}|S)aśReturns up to `num_records` (key, value) pairs produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). It may return less than `num_records` even before the last batch. Args: reader_handle: A `Tensor` of type `resource`. Handle to a `Reader`. queue_handle: A `Tensor` of type `resource`. Handle to a `Queue`, with string work items. num_records: A `Tensor` of type `int64`. number of records to read from `Reader`. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (keys, values). keys: A `Tensor` of type `string`. values: A `Tensor` of type `string`. r±Nrfr­r3)rrrrrr=Ś_ReaderReadUpToV2Outputr„r>r?r@rArBŚ#reader_read_up_to_v2_eager_fallbackrDr$r%r!r&r)r*) rƒr”r«rr+r,r0rEr-r.r/r1r2r3r3r4Śreader_read_up_to_v2sJ ž €’ ’’ż ’ r“zraw_ops.ReaderReadUpToV2cCstt |tj”}t |tj”}t |tj”}|||g}d}tjdd||||d}t ”r3t d|||”t   |”}|S)NsReaderReadUpToV2érHr±) r@rrrsr”Zint64r!rr&r*r²r„)rƒr”r«rr8r2r1r0r3r3r4r³øs  ’’ r³Ś ReaderReadV2c Cstjpt ”}|j}|jrUzt |d|||”}t |”}|WStj y7}z t   ||”WYd}~nd}~wtj y@Ynwz t ||||dWStjyTYnwtjd|||d\}}}} | dd…}t ”ryd} |j} t d| | |”t |”}|S)aMReturns the next record (key, value pair) produced by a Reader. Will dequeue from the input queue if necessary (e.g. when the Reader needs to start reading from a new file since it has finished with the previous file). Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. queue_handle: A `Tensor` of type `resource`. Handle to a Queue, with string work items. name: A name for the operation (optional). Returns: A tuple of `Tensor` objects (key, value). key: A `Tensor` of type `string`. value: A `Tensor` of type `string`. r¶Nrfr£r3)rrrrrr=Ś_ReaderReadV2Outputr„r>r?r@rArBŚreader_read_v2_eager_fallbackrDr$r%r!r&r)r*) rƒr”rr+r,r0rEr-r.r/r1r2r3r3r4Śreader_read_v2ĖsF ’ €’’’ž ’ r¹zraw_ops.ReaderReadV2cCsdt |tj”}t |tj”}||g}d}tjdd||||d}t ”r+t d|||”t  |”}|S)Ns ReaderReadV2rµrHr¶) r@rrrsr”r!rr&r*r·r„)rƒr”rr8r2r1r0r3r3r4rø’s ’’ røcCs>tjpt ”}|j}|jrtdƒ‚tjd||d\}}}}|S)zŚRestore a Reader to its initial clean state. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: The created Operation. śOreader_reset op does not support eager execution. Arg 'reader_handle' is a ref.Ś ReaderResetr‡©rrrrr r$r%)rƒrr+r,r-r.r/r3r3r4Ś reader_reset s ’r½zraw_ops.ReaderResetcCr6)Nrŗr7rŒr3r3r4Śreader_reset_eager_fallback"r:r¾c Csøtjpt ”}|j}|jrNz t |d||”}|WStjy1}z t  ||”WYd}~nd}~wtj y:Ynwzt |||dWStj yMYnwt jd||d\}}}}|S)zŌRestore a Reader to its initial clean state. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: The created Operation. Ś ReaderResetV2Nrfr‡)rrrrrr=r>r?r@rArBŚreader_reset_v2_eager_fallbackrDr$r%) rƒrr+r,r0rEr-r.r/r3r3r4Śreader_reset_v2%s2 ’€’’’’rĮzraw_ops.ReaderResetV2cCs6t |tj”}|g}d}tjdd||||d}d}|S)Ns ReaderResetV2rrH)r@rrrsr”r!rr•r3r3r4rĄFs ’rĄŚstatecCs@tjpt ”}|j}|jrtdƒ‚tjd|||d\}}}}|S)a·Restore a reader to a previously saved state. Not all Readers support being restored, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. state: A `Tensor` of type `string`. Result of a ReaderSerializeState of a Reader with type matching reader_handle. name: A name for the operation (optional). Returns: The created Operation. śWreader_restore_state op does not support eager execution. Arg 'reader_handle' is a ref.ŚReaderRestoreState©rƒrĀrr¼)rƒrĀrr+r,r-r.r/r3r3r4Śreader_restore_statePsžrĘzraw_ops.ReaderRestoreStatecCr6)NrĆr7)rƒrĀrr8r3r3r4Ś#reader_restore_state_eager_fallbacklr:rĒc Cs¾tjpt ”}|j}|jrPz t |d|||”}|WStjy2}z t  ||”WYd}~nd}~wtj y;Ynwz t ||||dWStj yOYnwt jd|||d\}}}} |S)a±Restore a reader to a previously saved state. Not all Readers support being restored, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. state: A `Tensor` of type `string`. Result of a ReaderSerializeState of a Reader with type matching reader_handle. name: A name for the operation (optional). Returns: The created Operation. ŚReaderRestoreStateV2NrfrÅ)rrrrrr=r>r?r@rArBŚ&reader_restore_state_v2_eager_fallbackrDr$r%) rƒrĀrr+r,r0rEr-r.r/r3r3r4Śreader_restore_state_v2os4 ’€’’’žrŹzraw_ops.ReaderRestoreStateV2cCsFt |tj”}t |tj”}||g}d}tjdd||||d}d}|S)NsReaderRestoreStateV2rrH)r@rrrsr”rtr!r)rƒrĀrr8r2r1r0r3r3r4rɗó ’rÉc Cr„)aJProduce a string tensor that encodes the state of a Reader. Not all Readers support being serialized, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type mutable `string`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. śYreader_serialize_state op does not support eager execution. Arg 'reader_handle' is a ref.ŚReaderSerializeStater‡Nr3rˆr‰r3r3r4Śreader_serialize_state¢r‹rĪzraw_ops.ReaderSerializeStatecCr6)NrĢr7rŒr3r3r4Ś%reader_serialize_state_eager_fallbackĀr:rĻc Cr)aDProduce a string tensor that encodes the state of a Reader. Not all Readers support being serialized, so this can produce an Unimplemented error. Args: reader_handle: A `Tensor` of type `resource`. Handle to a Reader. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. ŚReaderSerializeStateV2Nrfr‡r3)rrrrrr=r>r?r@rArBŚ(reader_serialize_state_v2_eager_fallbackrDr$r%r!r&r)r*rr3r3r4Śreader_serialize_state_v2År’rŅzraw_ops.ReaderSerializeStateV2cCrp)NsReaderSerializeStateV2rGrHrŠr“r•r3r3r4rŃńr–rŃŚ TV_Restore_dté’’’’Ś file_patternŚ tensor_nameŚdtŚpreferred_shardc Cs:tjpt ”}|j}|jrVzt |d|||d|d|” }|WStjy6}z t  ||”WYd}~nd}~wtj y?Ynwz t ||||||dWStj yUYnwt  |d”}|durbd}t  |d”}tjd|||||d\} } } } | dd…}t  ”r˜d|  d”d|  d”f} | j} t  d| | |”|\}|S)aņRestores a tensor from checkpoint files. Reads a tensor stored in one or several files. If there are several files (for instance because a tensor was saved as slices), `file_pattern` may contain wildcard symbols (`*` and `?`) in the filename portion only, not in the directory portion. If a `file_pattern` matches several files, `preferred_shard` can be used to hint in which file the requested tensor is likely to be found. This op will first open the file at index `preferred_shard` in the list of matching files and try to restore tensors from that file. Only if some tensors or tensor slices are not found in that first file, then the Op opens all the files. Setting `preferred_shard` to match the value passed as the `shard` input of a matching `Save` Op may speed up Restore. This attribute only affects performance, not correctness. The default value -1 means files are processed in order. See also `RestoreSlice`. Args: file_pattern: A `Tensor` of type `string`. Must have a single element. The pattern of the files from which we read the tensor. tensor_name: A `Tensor` of type `string`. Must have a single element. The name of the tensor to be restored. dt: A `tf.DType`. The type of the tensor to be restored. preferred_shard: An optional `int`. Defaults to `-1`. Index of file to open first if multiple files match `file_pattern`. name: A name for the operation (optional). Returns: A `Tensor` of type `dt`. ŚRestorer×rŲN©r×rŲrr8rŌ)rÕrÖr×rŲr)rrrrrr=r>r?r@rArBŚrestore_eager_fallbackrDr!Ś make_typer"r$r%r&Ś_get_attr_typer'r)r*)rÕrÖr×rŲrr+r,r0rEr-r.r/r1r2r3r3r4ŚrestoresT$ž€’ž’  ž  ’’rŽzraw_ops.Restorec CsŒt |d”}|dur d}t |d”}t |tj”}t |tj”}||g}d|d|f}tjdd||||d}t ”rAt  d|||”|\}|S)Nr×rŌrŲsRestorerGrHrŁ© r!rÜr"r@rrrsrtrr&r*) rÕrÖr×rŲrr8r2r1r0r3r3r4rŪLs"    ’’rŪŚTV_RestoreSlice_dtŚshape_and_slicec Cs@tjpt ”}|j}|jrXzt |d||||d|d|” }|WStjy7} z t  | |”WYd} ~ nd} ~ wtj y@Ynwz t |||||||dWStj yWYnwt  |d”}|durdd}t  |d”}tjd||||||d\} } } } | dd…}t  ”r›d|  d”d|  d”f} | j}t  d|| |”|\}|S)alRestores a tensor from checkpoint files. This is like `Restore` except that restored tensor can be listed as filling only a slice of a larger tensor. `shape_and_slice` specifies the shape of the larger tensor and the slice that the restored tensor covers. The `shape_and_slice` input has the same format as the elements of the `shapes_and_slices` input of the `SaveSlices` op. Args: file_pattern: A `Tensor` of type `string`. Must have a single element. The pattern of the files from which we read the tensor. tensor_name: A `Tensor` of type `string`. Must have a single element. The name of the tensor to be restored. shape_and_slice: A `Tensor` of type `string`. Scalar. The shapes and slice specifications to use when restoring a tensors. dt: A `tf.DType`. The type of the tensor to be restored. preferred_shard: An optional `int`. Defaults to `-1`. Index of file to open first if multiple files match `file_pattern`. See the documentation for `Restore`. name: A name for the operation (optional). Returns: A `Tensor` of type `dt`. Ś RestoreSlicer×rŲNrŚrŌ)rÕrÖrįr×rŲr)rrrrrr=r>r?r@rArBŚrestore_slice_eager_fallbackrDr!rÜr"r$r%r&rŻr'r)r*)rÕrÖrįr×rŲrr+r,r0rEr-r.r/r1r2r3r3r4Ś restore_slice`sV  ž€’ž’  ż  ’’räzraw_ops.RestoreSlicec Csœt |d”}|dur d}t |d”}t |tj”}t |tj”}t |tj”}|||g}d|d|f}tjdd||||d} t ”rIt  d||| ”| \} | S)Nr×rŌrŲs RestoreSlicerGrHrārß) rÕrÖrįr×rŲrr8r2r1r0r3r3r4rć„s$     ’’rćŚprefixŚ tensor_namesŚshape_and_slicesc Cs4tjpt ”}|j}|jrUzt |d||||d|”}|WStjy5}z t  ||”WYd}~nd}~wtj y>Ynwz t ||||||dWStj yTYnwt |ttfƒsbtd|ƒ‚dd„|Dƒ}tjd|||||d\} } } } | dd…}|s‚| St ”r˜d|  d”f} | j} t d| | |”|S) a”Restores tensors from a V2 checkpoint. For backward compatibility with the V1 format, this Op currently allows restoring from a V1 checkpoint as well: - This Op first attempts to find the V2 index file pointed to by "prefix", and if found proceed to read it as a V2 checkpoint; - Otherwise the V1 read path is invoked. Relying on this behavior is not recommended, as the ability to fall back to read V1 might be deprecated and eventually removed. By default, restores the named tensors in full. If the caller wishes to restore specific slices of stored tensors, "shape_and_slices" should be non-empty strings and correspondingly well-formed. Callers must ensure all the named tensors are indeed stored in the checkpoint. Args: prefix: A `Tensor` of type `string`. Must have a single element. The prefix of a V2 checkpoint. tensor_names: A `Tensor` of type `string`. shape {N}. The names of the tensors to be restored. shape_and_slices: A `Tensor` of type `string`. shape {N}. The slice specs of the tensors to be restored. Empty strings indicate that they are non-partitioned tensors. dtypes: A list of `tf.DTypes` that has length `>= 1`. shape {N}. The list of expected dtype for the tensors. Must match those stored in the checkpoint. name: A name for the operation (optional). Returns: A list of `Tensor` objects of type `dtypes`. Ś RestoreV2rN)rrr8ś?Expected list for 'dtypes' argument to 'restore_v2' Op, not %r.cSóg|]}t |d”‘qSr©r!rÜ©Ś.0Z_tr3r3r4Ś šózrestore_v2..)råręrērr)rrrrrr=r>r?r@rArBŚrestore_v2_eager_fallbackrDŚ isinstanceŚlistŚtuplerjr$r%r!r&r(r)r*)råręrērrr+r,r0rEr-r.r/r1r2r3r3r4Ś restore_v2øsZ! ž€’ ž’’’ż ’rōzraw_ops.RestoreV2c Csšt|ttfƒs td|ƒ‚dd„|Dƒ}t |tj”}t |tj”}t |tj”}|||g}d|f}tj dt |ƒ||||d}t  ”rKt  d|||”|S)NrécSrźrrėrģr3r3r4rīrļz-restore_v2_eager_fallback..rs RestoreV2rHrč) rńrņrórjr@rrrsrtr!rŚlenr&r*) råręrērrr8r2r1r0r3r3r4ršs(’’ ’’ršc CsÄtjpt ”}|j}|jrRz t |d||||”}|WStjy3}z t  ||”WYd}~nd}~wtj y<Ynwz t |||||dWStj yQYnwt jd||||d\}}} } | S)aQSaves the input tensors to disk. The size of `tensor_names` must match the number of tensors in `data`. `data[i]` is written to `filename` with name `tensor_names[i]`. See also `SaveSlices`. Args: filename: A `Tensor` of type `string`. Must have a single element. The name of the file to which we write the tensor. tensor_names: A `Tensor` of type `string`. Shape `[N]`. The names of the tensors to be saved. data: A list of `Tensor` objects. `N` tensors to save. name: A name for the operation (optional). Returns: The created Operation. ŚSaveNrf)r~ręŚdatar)rrrrrr=r>r?r@rArBŚsave_eager_fallbackrDr$r%) r~ręr÷rr+r,r0rEr-r.r/r3r3r4Śsaves4 ’€’ ’’žrłz raw_ops.Savec Csbt ||”\}}t |tj”}t |tj”}||gt|ƒ}d|f}tjdd||||d}d}|S)NŚTsSaverrH©r!Zconvert_to_mixed_eager_tensorsr@rrrsrtrņr) r~ręr÷rr8Ś_attr_Tr2r1r0r3r3r4rųAs ’rųŚshapes_and_slicesc CóŹtjpt ”}|j}|jrTzt |d|||||”}|WStjy4}z t  ||”WYd}~nd}~wtj y=Ynwz t ||||||dWStj ySYnwt jd|||||d\} } } } | S)aSaves input tensors slices to disk. This is like `Save` except that tensors can be listed in the saved file as being a slice of a larger tensor. `shapes_and_slices` specifies the shape of the larger tensor and the slice that this tensor covers. `shapes_and_slices` must have as many elements as `tensor_names`. Elements of the `shapes_and_slices` input must either be: * The empty string, in which case the corresponding tensor is saved normally. * A string of the form `dim0 dim1 ... dimN-1 slice-spec` where the `dimI` are the dimensions of the larger tensor and `slice-spec` specifies what part is covered by the tensor to save. `slice-spec` itself is a `:`-separated list: `slice0:slice1:...:sliceN-1` where each `sliceI` is either: * The string `-` meaning that the slice covers all indices of this dimension * `start,length` where `start` and `length` are integers. In that case the slice covers `length` indices starting at `start`. See also `Save`. Args: filename: A `Tensor` of type `string`. Must have a single element. The name of the file to which we write the tensor. tensor_names: A `Tensor` of type `string`. Shape `[N]`. The names of the tensors to be saved. shapes_and_slices: A `Tensor` of type `string`. Shape `[N]`. The shapes and slice specifications to use when saving the tensors. data: A list of `Tensor` objects. `N` tensors to save. name: A name for the operation (optional). Returns: The created Operation. Ś SaveSlicesNrf)r~ręrżr÷r)rrrrrr=r>r?r@rArBŚsave_slices_eager_fallbackrDr$r%) r~ręrżr÷rr+r,r0rEr-r.r/r3r3r4Ś save_slicesMs:( ž€’ ž’żrzraw_ops.SaveSlicesc Córt ||”\}}t |tj”}t |tj”}t |tj”}|||gt|ƒ}d|f}tjdd||||d} d} | S)Nrśs SaveSlicesrrHrū) r~ręrżr÷rr8rür2r1r0r3r3r4rs ’rc Crž)a4Saves tensors in V2 checkpoint format. By default, saves the named tensors in full. If the caller wishes to save specific slices of full tensors, "shape_and_slices" should be non-empty strings and correspondingly well-formed. Args: prefix: A `Tensor` of type `string`. Must have a single element. The prefix of the V2 checkpoint to which we write the tensors. tensor_names: A `Tensor` of type `string`. shape {N}. The names of the tensors to be saved. shape_and_slices: A `Tensor` of type `string`. shape {N}. The slice specs of the tensors to be saved. Empty strings indicate that they are non-partitioned tensors. tensors: A list of `Tensor` objects. `N` tensors to save. name: A name for the operation (optional). Returns: The created Operation. ŚSaveV2Nrf)råręrēŚtensorsr)rrrrrr=r>r?r@rArBŚsave_v2_eager_fallbackrDr$r%) råręrērrr+r,r0rEr-r.r/r3r3r4Śsave_v2s8’€’ ž’żrzraw_ops.SaveV2c Cr)NrsSaveV2rrHrū) råręrērrr8Z _attr_dtypesr2r1r0r3r3r4rĶs ’rŚbasenameŚshardŚ num_shardsc Csųtjpt ”}|j}|jrRz t |d||||”}|WStjy3}z t  ||”WYd}~nd}~wtj y<Ynwz t |||||dWStj yQYnwt jd||||d\}}} } | dd…}t ”rwd} | j} t d| | |”|\}|S)aZGenerate a sharded filename. The filename is printf formatted as %s-%05d-of-%05d, basename, shard, num_shards. Args: basename: A `Tensor` of type `string`. shard: A `Tensor` of type `int32`. num_shards: A `Tensor` of type `int32`. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. ŚShardedFilenameNrf)rrr rr3)rrrrrr=r>r?r@rArBŚsharded_filename_eager_fallbackrDr$r%r!r&r)r*) rrr rr+r,r0rEr-r.r/r1r2r3r3r4Śsharded_filenameŚsD ’€’ ’’ž ’r zraw_ops.ShardedFilenamecCspt |tj”}t |tj”}t |tj”}|||g}d}tjdd||||d}t ”r3t d|||”|\}|S)NsShardedFilenamerGrHr © r@rrrsrtZint32r!rr&r*)rrr rr8r2r1r0r3r3r4r s  ’’r c Csņtjpt ”}|j}|jrPz t |d|||”}|WStjy2}z t  ||”WYd}~nd}~wtj y;Ynwz t ||||dWStj yOYnwt jd|||d\}}}} | dd…}t ”rtd} |j} t d| | |”|\}|S)z÷Generate a glob pattern matching all sharded file names. Args: basename: A `Tensor` of type `string`. num_shards: A `Tensor` of type `int32`. name: A name for the operation (optional). Returns: A `Tensor` of type `string`. ŚShardedFilespecNrf)rr rr3)rrrrrr=r>r?r@rArBŚsharded_filespec_eager_fallbackrDr$r%r!r&r)r*) rr rr+r,r0rEr-r.r/r1r2r3r3r4Śsharded_filespecsD  ’€’’’ž ’rzraw_ops.ShardedFilespeccCs`t |tj”}t |tj”}||g}d}tjdd||||d}t ”r+t d|||”|\}|S)NsShardedFilespecrGrHrr )rr rr8r2r1r0r3r3r4rBs ’’rŚcompression_typec CsÜtjpt ”}|j}|jrtdƒ‚|durd}t |d”}|dur#d}t |d”}|dur/d}t |d”}tjd||||d\}}}}|dd…} t  ”rid|  d”d|  d”d|  d”f} |j } t  d| | | ”| \} | S) aSA Reader that outputs the records from a TensorFlow Records file. Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. compression_type: An optional `string`. Defaults to `""`. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. śStf_record_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrrŚTFRecordReader©rrrrrO) rrrrr+r,r-r.r/r0r1r2r3r3r4Śtf_record_readerPs:   ž   ž’rzraw_ops.TFRecordReadercCr6)Nrr7©rrrrr8r3r3r4Śtf_record_reader_eager_fallbackr:rc Csdtjpt ”}|j}|jrUzt |d|d|d|d|” }|WStjy6}z t  ||”WYd}~nd}~wtj y?Ynwz t |||||dWStj yTYnw|dur[d}t  |d”}|durgd}t  |d”}|dursd}t  |d”}tjd||||d\}}} } | dd…}t  ”r­d|  d”d|  d”d|  d”f} | j} t  d| | |”|\}|S) aMA Reader that outputs the records from a TensorFlow Records file. Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. compression_type: An optional `string`. Defaults to `""`. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. ŚTFRecordReaderV2rrrNrrr)rrrrrr=r>r?r@rArBŚ"tf_record_reader_v2_eager_fallbackrDr!r#r$r%r&r(r)r*) rrrrr+r,r0rEr-r.r/r1r2r3r3r4Śtf_record_reader_v2‚s` ž€’ž’   ž   ž’rzraw_ops.TFRecordReaderV2cCs”|durd}t |d”}|durd}t |d”}|durd}t |d”}g}d|d|d|f}tjdd||||d}t ”rEt d|||”|\}|S) NrrrrsTFRecordReaderV2rGrHrr[)rrrrr8r2r1r0r3r3r4ræó,   ’ ’’rŚskip_header_linesc CsÜtjpt ”}|j}|jrtdƒ‚|durd}t |d”}|dur#d}t |d”}|dur/d}t |d”}tj d||||d \}}}}|dd…} t  ”rid|  d”d|  d”d|  d”f} |j } t d| | | ”| \} | S) a‹A Reader that outputs the lines of a file delimited by '\n'. Args: skip_header_lines: An optional `int`. Defaults to `0`. Number of lines to skip from the beginning of every file. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. śStext_line_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrrrŚTextLineReader©rrrrr) rrrrr+r,r-r.r/r0r1r2r3r3r4Śtext_line_readerÕs<   ż   ž’r zraw_ops.TextLineReadercCr6)Nrr7©rrrrr8r3r3r4Śtext_line_reader_eager_fallbackr:r"c Csdtjpt ”}|j}|jrUzt |d|d|d|d|” }|WStjy6}z t  ||”WYd}~nd}~wtj y?Ynwz t |||||dWStj yTYnw|dur[d}t  |d”}|durgd}t  |d”}|dursd}t  |d”}tjd||||d \}}} } | dd…}t  ”r­d|  d”d|  d”d|  d”f} | j} t  d| | |”|\}|S) a…A Reader that outputs the lines of a file delimited by '\n'. Args: skip_header_lines: An optional `int`. Defaults to `0`. Number of lines to skip from the beginning of every file. container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. ŚTextLineReaderV2rrrNr!rrr)rrrrrr=r>r?r@rArBŚ"text_line_reader_v2_eager_fallbackrDr!r"r#r$r%r&r'r(r)r*) rrrrr+r,r0rEr-r.r/r1r2r3r3r4Śtext_line_reader_v2 sb ž€’ž’   ż   ž’r%zraw_ops.TextLineReaderV2cCs”|durd}t |d”}|durd}t |d”}|durd}t |d”}g}d|d|d|f}tjdd||||d}t ”rEt d |||”|\}|S) NrrrrrsTextLineReaderV2rGrHr#rJ)rrrrr8r2r1r0r3r3r4r$Hrr$c CrK)a˜A Reader that outputs the entire contents of a file as a value. To use, enqueue filenames in a Queue. The output of ReaderRead will be a filename (key) and the contents of that file (value). Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type mutable `string`. śTwhole_file_reader op does not support eager execution. Arg 'reader_handle' is a ref.NrrrŚWholeFileReaderrNrOrPr3r3r4Śwhole_file_reader^rRr(zraw_ops.WholeFileReadercCr6)Nr&r7rSr3r3r4Ś whole_file_reader_eager_fallback‹r:r)c CrU)a’A Reader that outputs the entire contents of a file as a value. To use, enqueue filenames in a Queue. The output of ReaderRead will be a filename (key) and the contents of that file (value). Args: container: An optional `string`. Defaults to `""`. If non-empty, this reader is placed in the given container. Otherwise, a default container is used. shared_name: An optional `string`. Defaults to `""`. If non-empty, this reader is named in the given bucket with this shared_name. Otherwise, the node name is used instead. name: A name for the operation (optional). Returns: A `Tensor` of type `resource`. ŚWholeFileReaderV2rrNrSrrN)rrrrrr=r>r?r@rArBŚ#whole_file_reader_v2_eager_fallbackrDr!r#r$r%r&r(r)r*rXr3r3r4Śwhole_file_reader_v2ŽsV ž€’’’  ž  ’’r,zraw_ops.WholeFileReaderV2cCrZ)NrrrsWholeFileReaderV2rGrHr*r[r\r3r3r4r+Čr]r+z io.write_fileŚ write_fileŚcontentsc Csztjpt ”}|j}|jr~z t |d|||”}|WStjy2}z t  ||”WYd}~nd}~wtj y;Ynwzt |||fdƒ}|t urL|WSt ||||dWStjy^YqŒttfy}t tdt|||d”}|tjjur||YS‚wt |||fdƒ}|t urŒ|Sztjd|||d\}}}} W|Sttfy¼t tdt|||d”}|tjjur»|YS‚w)aµWrites `contents` to the file at input `filename`. Creates the file and recursively creates directory if it does not exist. Args: filename: A `Tensor` of type `string`. scalar. The name of the file to which we write the contents. contents: A `Tensor` of type `string`. scalar. The content to be written to the output file. name: A name for the operation (optional). Returns: The created Operation. 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