reset

Reset minibatchqueue to start of data

Since R2020b

Syntax

reset(mbq)

Description

reset(mbq) resets mbq back to the start of the underlying datastore.

Examples

Reset minibatchqueue and Obtain More Mini-Batches

You can call next on a minibatchqueue object until all data is returned. When you reach the end of the data, use reset to reset the minibatchqueue object and continue obtaining mini-batches with next.

Create a minibatchqueue object from a datastore.

ds = digitDatastore;
mbq = minibatchqueue(ds,MiniBatchSize=256)

mbq = 
minibatchqueue with 1 output and properties:

   Mini-batch creation:
               MiniBatchSize: 256
            PartialMiniBatch: 'return'
                MiniBatchFcn: 'collate'
    PreprocessingEnvironment: 'serial'

   Outputs:
                  OutputCast: {'single'}
             OutputAsDlarray: 1
             MiniBatchFormat: {''}
           OutputEnvironment: {'auto'}

Iterate over all data in the minibatchqueue object. Use hasdata to check if data is still available.

while hasdata(mbq)
    [~] = next(mbq);
end

When hasdata returns 0 (false), you cannot collect a mini-batch using next.

hasdata(mbq)

ans = 
   0

X = next(mbq);

Error using minibatchqueue/next (line 353)
Unable to provide a mini-batch because end of data reached. Use reset or shuffle to continue generating mini-batches from the data set.

Reset the minibatchqueue object. Now, hasdata returns 1 (true), and you can continue to obtain data using next.

reset(mbq);
hasdata(mbq)

ans = 
   1

X = next(mbq);

Input Arguments

mbq — Mini-batch queue

minibatchqueue object

Mini-batch queue, specified as a minibatchqueue object.

Version History

Introduced in R2020b