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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2017/12/08 19:19:54 UTC

[GitHub] sxjscience commented on issue #5861: [WIP] Add norm_clipping and summary to module + Update lstm_ptb example

sxjscience commented on issue #5861: [WIP] Add norm_clipping and summary to module + Update lstm_ptb example
URL: https://github.com/apache/incubator-mxnet/pull/5861#issuecomment-350348702
 
 
   @eric-haibin-lin 
   ```log
   # Small Configuration
   python lstm_ptb.py --num-hidden 200 \
                      --num-embed 200 \
                      --init-scale 0.1 \
                      --lr-decay 0.5 \
                      --decay-epoch-num 4 \
                      --dropout 0.5 \
                      --max-norm 5 \
                      --gpus 0
   # Medium Configuration
   python lstm_ptb.py --num-hidden 650 \
                      --num-embed 650 \
                      --init-scale 0.05 \
                      --lr-decay 0.8 \
                      --decay-epoch-num 6 \
                      --dropout 0.5 \
                      --max-norm 5 \
                      --gpus 0
   # Large Configuration
   python lstm_ptb.py --num-hidden 1500 \
                      --num-embed 1500 \
                      --init-scale 0.04 \
                      --lr-decay 0.87 \
                      --decay-epoch-num 14 \
                      --dropout 0.65 \
                      --max-norm 10 \
                      --gpus 0
   ```

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