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Table 4 Performance of the NASNet-Large deep CNN with different minibatch configurations in the first iteration

From: General deep learning model for detecting diabetic retinopathy

GPU

Mini-batch

8

12

16

24

32

36

NVIDIA GTX-1080Ti-11 GB GPU × 2

70.5%

71.5%

NVIDIA Tesla-P100-16 GB GPU × 3

70.5%

71.5%

72.5%

73.5%

75.4%