chrishkchris commented on issue #651: Add new example APIs URL: https://github.com/apache/singa/pull/651#issuecomment-609540962 > can we run (cnn|resnet|xceptionnet) + (cifar10|mnist) ? > I think we can also add the mlp model? > then we can remove resnet_module.py, mlp_module.py There are 4 points, I guess the issue most difficult to solve is the no.1 below 1. xceptionnet has some problem, the running stopped after 1 epoch, maybe the model has some issues. And this model is very large I can only run batch size=16 (not 32) 2. The current mlp is 2d input, which is not CNN problem which has 4d input (batch, channel/RGB, height, width). Maybe need to change to 4d 3. The CNN has only one input channel, in order to support cifar10, maybe I need to adjust the number of input channel of CNN as variable 4. mnist is not RGB, so I has only one colour channel, if I used it for resnet I can see if: (i) change the input channel of resnet to a variable so it support 1 channel (ii) replicate one channel of mnist dataset to three
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