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Table 7 Results comparing padded vs. non-padded CNNs

From: Improving deep neural network design with new text data representations

Padding Conv layers Training time Test loss Accuracy
No 3 25.219s 0.39671 82.316
Yes 3 68.719s 0.39559 82.099
Yes 6 82.196s 0.35322 84.519
  1. Best results in italic