Sentence examples for mini batch size from inspiring English sources
The cross entropy was set as the objective function of the DNN training, and the stochastic gradient descendent (SGD) approach was employed to perform optimization, with the mini batch size set to 256 frames.
The mini-batch size was set to 128.
The mini-batch size for the stochastic gradient descent algorithm was set to be 256.
DAE training was carried out using mini-batch conjugate gradients with a mini-batch size of 128 samples.
The DNN training is carried out using stochastic mini-batch gradient descend with a mini-batch size of 512 samples.
To learn the parameters (weights and bias), we train the network using the backpropagation gradient-descent procedure [21] with a mini-batch size of 48.
The parameters such as the mini-batch size and the momentum are set to be the same as those for DNN training.
In fine-tuning step, the mini-batch size was also 256, and the learning rate was 0.008.
For training the DBN model, the mini-batch size of mini-batch stochastic gradient decent was set to 256.
In the optimization, we use 25,000 training samples per class and feed mini batches in size of 10.
