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Posted to dev@singa.apache.org by GitBox <gi...@apache.org> on 2020/09/16 10:23:03 UTC
[GitHub] [singa] dcslin commented on pull request #797: Half float checkpoint
dcslin commented on pull request #797:
URL: https://github.com/apache/singa/pull/797#issuecomment-693315411
Usage example:
```
root@1c6aaef3db53:~/singa-hpmerge# PYTHONPATH=build/python/ python3 examples/cnn/train_cnn.py cnn mnist -m3 -pfloat16 -i 7
Starting Epoch 0:
Training loss = 0.061211, training accuracy = 0.752235
Evaluation accuracy = 0.944912, Elapsed Time = 6.867703s
Starting Epoch 1:
Training loss = 237.194122, training accuracy = 0.920124
Evaluation accuracy = 0.957131, Elapsed Time = 6.740274s
Starting Epoch 2:
Training loss = 167.028595, training accuracy = 0.944337
Evaluation accuracy = 0.970353, Elapsed Time = 6.833484s
root@1c6aaef3db53:~/singa-hpmerge# PYTHONPATH=build/python/ python3 examples/cnn/train_cnn.py cnn mnist -m3 -pfloat32 -i 7
Starting Epoch 0:
Training loss = 596.964600, training accuracy = 0.789421
Evaluation accuracy = 0.943209, Elapsed Time = 5.502895s
Starting Epoch 1:
Training loss = 234.664322, training accuracy = 0.920758
Evaluation accuracy = 0.960036, Elapsed Time = 5.506354s
Starting Epoch 2:
Training loss = 165.501694, training accuracy = 0.944454
Evaluation accuracy = 0.971254, Elapsed Time = 5.482749s
```
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