chainer.iterators
Chainer provides some iterators that implement typical strategies to create mini-batches by iterating over datasets. SerialIterator
is the simplest one, which extract mini batches in the main thread. MultiprocessIterator
is a parallelized version of SerialIterator
. It maintains worker subprocesses to load the next mini-batch in parallel.
SerialIterator
MultiprocessIterator