org.tensorflow.op.io

Classes

DecodeBase64 Decode web-safe base64-encoded strings.
DecodeCompressed Decompress strings.
DecodeCompressed.Options Optional attributes for DecodeCompressed
DecodeCsv Convert CSV records to tensors.
DecodeCsv.Options Optional attributes for DecodeCsv
DecodeJsonExample Convert JSON-encoded Example records to binary protocol buffer strings.
DecodePaddedRaw <T extends TNumber > Reinterpret the bytes of a string as a vector of numbers.
DecodePaddedRaw.Options Optional attributes for DecodePaddedRaw
DecodeRaw <T extends TType > Reinterpret the bytes of a string as a vector of numbers.
DecodeRaw.Options Optional attributes for DecodeRaw
DeserializeManySparse <T extends TType > Deserialize and concatenate `SparseTensors` from a serialized minibatch.
EncodeBase64 Encode strings into web-safe base64 format.
EncodeBase64.Options Optional attributes for EncodeBase64
FifoQueue A queue that produces elements in first-in first-out order.
FifoQueue.Options Optional attributes for FifoQueue
FixedLengthRecordReader A Reader that outputs fixed-length records from a file.
FixedLengthRecordReader.Options Optional attributes for FixedLengthRecordReader
IdentityReader A Reader that outputs the queued work as both the key and value.
IdentityReader.Options Optional attributes for IdentityReader
LmdbReader A Reader that outputs the records from a LMDB file.
LmdbReader.Options Optional attributes for LmdbReader
MatchingFiles Returns the set of files matching one or more glob patterns.
PaddingFifoQueue A queue that produces elements in first-in first-out order.
PaddingFifoQueue.Options Optional attributes for PaddingFifoQueue
ParseExample Transforms a vector of tf.Example protos (as strings) into typed tensors.
ParseSequenceExample Transforms a vector of tf.io.SequenceExample protos (as strings) into typed tensors.
ParseSequenceExample.Options Optional attributes for ParseSequenceExample
ParseSingleExample Transforms a tf.Example proto (as a string) into typed tensors.
ParseSingleSequenceExample Transforms a scalar brain.SequenceExample proto (as strings) into typed tensors.
ParseSingleSequenceExample.Options Optional attributes for ParseSingleSequenceExample
ParseTensor <T extends TType > Transforms a serialized tensorflow.TensorProto proto into a Tensor.
PriorityQueue A queue that produces elements sorted by the first component value.
PriorityQueue.Options Optional attributes for PriorityQueue
QueueClose Closes the given queue.
QueueClose.Options Optional attributes for QueueClose
QueueDequeue Dequeues a tuple of one or more tensors from the given queue.
QueueDequeue.Options Optional attributes for QueueDequeue
QueueDequeueMany Dequeues `n` tuples of one or more tensors from the given queue.
QueueDequeueMany.Options Optional attributes for QueueDequeueMany
QueueDequeueUpTo Dequeues `n` tuples of one or more tensors from the given queue.
QueueDequeueUpTo.Options Optional attributes for QueueDequeueUpTo
QueueEnqueue Enqueues a tuple of one or more tensors in the given queue.
QueueEnqueue.Options Optional attributes for QueueEnqueue
QueueEnqueueMany Enqueues zero or more tuples of one or more tensors in the given queue.
QueueEnqueueMany.Options Optional attributes for QueueEnqueueMany
QueueIsClosed Returns true if queue is closed.
QueueSize Computes the number of elements in the given queue.
RandomShuffleQueue A queue that randomizes the order of elements.
RandomShuffleQueue.Options Optional attributes for RandomShuffleQueue
ReaderNumRecordsProduced Returns the number of records this Reader has produced.
ReaderNumWorkUnitsCompleted Returns the number of work units this Reader has finished processing.
ReaderRead Returns the next record (key, value pair) produced by a Reader.
ReaderReadUpTo Returns up to `num_records` (key, value) pairs produced by a Reader.
ReaderReset Restore a Reader to its initial clean state.
ReaderRestoreState Restore a reader to a previously saved state.
ReaderSerializeState Produce a string tensor that encodes the state of a Reader.
ReadFile Reads and outputs the entire contents of the input filename.
SerializeManySparse <U extends TType > Serialize an `N`-minibatch `SparseTensor` into an `[N, 3]` `Tensor` object.
SerializeSparse <U extends TType > Serialize a `SparseTensor` into a `[3]` `Tensor` object.
SerializeTensor Transforms a Tensor into a serialized TensorProto proto.
ShardedFilename Generate a sharded filename.
ShardedFilespec Generate a glob pattern matching all sharded file names.
TextLineReader A Reader that outputs the lines of a file delimited by '\n'.
TextLineReader.Options Optional attributes for TextLineReader
TfRecordReader A Reader that outputs the records from a TensorFlow Records file.
TfRecordReader.Options Optional attributes for TfRecordReader
WholeFileReader A Reader that outputs the entire contents of a file as a value.
WholeFileReader.Options Optional attributes for WholeFileReader
WriteFile Writes contents to the file at input filename.