Table 3.

Accuracy and compression rate versus batch size for LeNet-300-100.

LeNet-300-100
Batch size	Dataset	Alive	CR	Accuracy
100	MNIST	17203	15.50	95.52
	CIFAR-10	79879	11.93	42.04
128	MNIST	17593	15.15	95.87
	CIFAR-10	64614	14.75	42.75
200	MNIST	18332	14.54	95.22
	CIFAR-10	73958	12.89	47.00
256	MNIST	18229	14.63	94.09
	CIFAR-10	90047	10.58	45.08
512	MNIST	17125	15.57	94.89
	CIFAR-10	51888	18.37	47.25
1024	MNIST	15048	17.72	93.31
	CIFAR-10	136571	6.98	43.97