Hi,
Consider using ‘MiniBatchSize’ and 'ExecutionEnvironment' as arguments in trainingOptions.
Using ‘MiniBatchSize’, you can specify the size of mini-batch you wish to use for training. You can try using size as 10 in your case.
Using 'ExecutionEnvironment', you can set the environment to CPU or GPU or auto (to train on a GPU, if available).