Table 9.

Accuracy and compression rate versus batch size for LeNet-5 architecture.

Batch size	Dataset	Alive	CR	Accuracy
50	MNIST	10322	1.30	97.88
	CIFAR-10	22705	11.41	32.56
100	MNIST	10344	1.30	98.53
	CIFAR-10	7646	33.87	16.26
150	MNIST	10274	1.30	88.67
	CIFAR-10	8273	31.30	17.33
200	MNIST	10285	1.30	89.84
	CIFAR-10	6989	37.06	21.15
250	MNIST	10300	1.30	98.74
	CIFAR-10	6203	41.75	25.00