org.tribuo.interop.tensorflow.sequence

Interface SequenceExampleTransformer<T extends Output<T>>

All Superinterfaces:

com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>, Serializable

public interface SequenceExampleTransformer<T extends Output<T>>
extends com.oracle.labs.mlrg.olcut.config.Configurable, com.oracle.labs.mlrg.olcut.provenance.Provenancable<com.oracle.labs.mlrg.olcut.provenance.ConfiguredObjectProvenance>, Serializable

Converts a sequence example into a feed dict suitable for Tensorflow.

Method Summary

Modifier and Type	Method and Description
Map<String,org.tensorflow.Tensor<?>>	encode(List<SequenceExample<T>> batch, ImmutableFeatureMap featureMap) Encodes a batch of examples as a feed dict.
Map<String,org.tensorflow.Tensor<?>>	encode(SequenceExample<T> example, ImmutableFeatureMap featureMap) Encodes an example as a feed dict.

Methods inherited from interface com.oracle.labs.mlrg.olcut.config.Configurable

postConfig

Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.Provenancable

getProvenance

Method Detail

encode

Map<String,org.tensorflow.Tensor<?>> encode(SequenceExample<T> example,
                                            ImmutableFeatureMap featureMap)

Encodes an example as a feed dict.

Parameters:

example - the input example

featureMap - feature domain

Returns:

a map from graph placeholder names to their fed-in values.

encode

Map<String,org.tensorflow.Tensor<?>> encode(List<SequenceExample<T>> batch,
                                            ImmutableFeatureMap featureMap)

Encodes a batch of examples as a feed dict.

Parameters:

batch - a batch of examples.

featureMap - feature domain

Returns:

a map from graph placeholder names to their fed-in values.