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Subject [GitHub] [singa] chrishkchris commented on issue #651: Add new example APIs
Date Mon, 06 Apr 2020 02:59:42 GMT
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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