singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From GitBox <...@apache.org>
Subject [GitHub] [singa] chrishkchris edited a comment on issue #685: Add Alexnet Example
Date Wed, 22 Apr 2020 02:08:40 GMT

chrishkchris edited a comment on issue #685:
URL: https://github.com/apache/singa/pull/685#issuecomment-617501866


   Here is a test on alexnet using cifar10:
   
   ```
   (singapy36) dcsysh@panda11:~/singa/examples/cnn$ python train.py alexnet cifar10
   Starting Epoch 0:
   Training loss = 1611.267456, training accuracy = 0.225992
   Evaluation accuracy = 0.307091, Elapsed Time = 69.078020s
   Starting Epoch 1:
   Training loss = 1349.916016, training accuracy = 0.356514
   Evaluation accuracy = 0.385917, Elapsed Time = 69.427504s
   Starting Epoch 2:
   Training loss = 1189.298340, training accuracy = 0.437600
   Evaluation accuracy = 0.456430, Elapsed Time = 69.476516s
   Starting Epoch 3:
   Training loss = 1059.998901, training accuracy = 0.505862
   Evaluation accuracy = 0.508614, Elapsed Time = 69.441947s
   Starting Epoch 4:
   Training loss = 957.258301, training accuracy = 0.561660
   Evaluation accuracy = 0.550280, Elapsed Time = 69.805173s
   Starting Epoch 5:
   Training loss = 870.051025, training accuracy = 0.603773
   Evaluation accuracy = 0.553586, Elapsed Time = 69.677023s
   Starting Epoch 6:
   Training loss = 801.625977, training accuracy = 0.639165
   Evaluation accuracy = 0.577123, Elapsed Time = 69.339764s
   Starting Epoch 7:
   Training loss = 732.376465, training accuracy = 0.670314
   Evaluation accuracy = 0.602364, Elapsed Time = 69.410357s
   Starting Epoch 8:
   Training loss = 676.386963, training accuracy = 0.698183
   Evaluation accuracy = 0.660156, Elapsed Time = 69.445957s
   Starting Epoch 9:
   Training loss = 635.153076, training accuracy = 0.717650
   Evaluation accuracy = 0.669772, Elapsed Time = 69.489095s
   ```


----------------------------------------------------------------
This is an automated message from the Apache Git Service.
To respond to the message, please log on to GitHub and use the
URL above to go to the specific comment.

For queries about this service, please contact Infrastructure at:
users@infra.apache.org



Mime
View raw message