&VfdZddlmZddlmZddlmZddlmZddlZGddej Z Gd d e Z dS) zEGeneralized output options for writing tensor-formatted summary data.) event_pb2) summary_pb2)event_file_writer) tensor_utilNczeZdZdZejddddZejdZejdZdS)OutputagInterface for emitting tensor-formatted summary data. Implementations of this interface can be passed to Writer to customize how summary data is actually persisted (e.g. to disk, to memory, over the network, etc.). TODO(#4581): This API should be considered EXPERIMENTAL and subject to backwards-incompatible changes without notice. N tag_metadata descriptioncdS)aEmits one scalar data point to this Output. Args: plugin_name: string name to uniquely identify the type of time series (historically associated with a TensorBoard plugin). tag: string tag used to uniquely identify this time series. data: `np.float32` scalar value for this data point. step: `np.int64` scalar step value for this data point. wall_time: `float` seconds since the Unix epoch, representing the real-world timestamp for this data point. tag_metadata: optional bytes containing metadata for this entire time series. This should be constant for a given tag; only the first value encountered will be used. description: optional string description for this entire time series. This should be constant for a given tag; only the first value encountered will be used. N)self plugin_nametagdatastep wall_timer r s X/var/www/html/software/conda/lib/python3.11/site-packages/tensorboard/summary/_output.py emit_scalarzOutput.emit_scalar$s : cdS)z(Flushes any data that has been buffered.Nr rs rflushz Output.flushC  rcdS)z5Closes the Output and also flushes any buffered data.Nr rs rclosez Output.closeHrr) __name__ __module__ __qualname____doc__abcabstractmethodrrrr rrrrs      <          rrc2eZdZdZdZddddZdZdZdS)DirectoryOutputzOutputs summary data by writing event files to a log directory. TODO(#4581): This API should be considered EXPERIMENTAL and subject to backwards-incompatible changes without notice. c8tj||_dS)z/Creates a `DirectoryOutput` for the given path.N)rEventFileWriter _ev_writer)rpaths r__init__zDirectoryOutput.__init__Us+;DAArNr c\tjtj|||tjj}t j|} tj||} | j j || ||j | dS) See `Output`.)rcontent) plugin_datasummary_description data_class)rr)rtensormetadataN)rSummaryMetadata PluginData DataClassDATA_CLASS_SCALARrmake_tensor_protorEventsummaryvalueaddr' add_event) rrrrrrr r summary_metadata tensor_protoevents rrzDirectoryOutput.emit_scalarYs'6#3>>'?!,",>    #4T:: )$??? L3C     !!%(((((rc8|jdSr+N)r'rrs rrzDirectoryOutput.flushts rc8|jdSr@)r'rrs rrzDirectoryOutput.closexs r)rrrr r)rrrr rrr$r$Nso BBB)))))6        rr$) r tensorboard.compat.protorrtensorboard.summary.writerrtensorboard.utilrr!ABCrr$r rrrFsLK......000000888888(((((( 2 2 2 2 2 SW2 2 2 j. . . . . f. . . . . r