DL4JResources.setBaseDirectory
method or org.deeplearning4j.resources.directory
system propertyDL4JResources.setBaseDirectory
method or org.deeplearning4j.resources.directory
system property. Note that it is also possible to set a different base location for downloads (for local mirrors of DL4J resources) Link​evaluate(DataSetIterator, Map<Integer,IEvaluation[]>)
and evaluate(MultiDataSetIterator, Map<Integer,IEvaluation[]>)
Link​ComputationGraph/MultiLayerNetwork.pretrain((Multi)DataSetIterator, int epochs)
method overloads Link​[minibatch,1,seqLength]
format sequence data in addition to [minibatch,seqLength]
format data Link​[minibatch,depth or 1, height or 1, width or 1]
- previously they were 2d with shape [minibatch,height]
or [minibatch,width]
. This provents ambiguity in later cases (pooling layers), and allows for more complex masking scenarios (such as masking for different image sizes in same minibatch). Link​org.bytedeco.javacpp-presets:hdf5-platform:jar:1.10.2-1.4.3-SNAPSHOT
Link​Nd4j.writeAsNumpy(INDArray,File)
and convert an INDArray to a numpy strict in-memory using Nd4j.convertToNumpy(INDArray)
Link​org.nd4j.log.initialization
system property Link​Nd4j.getWorkspaceManager().setDebugMode(DebugMode.DISABLED)
or Nd4j.getWorkspaceManager().setDebugMode(DebugMode.SPILL_EVERYTHING);
to enable this. Link [Link]CSVRecordReader.next(int)
could cause an unnecessarily large list to be generated Link​