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pipeline:window:cryolo:training

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pipeline:window:cryolo:training [2019/09/18 12:49]
twagner 		pipeline:window:cryolo:training [2019/10/11 17:12]
twagner
Line 18: Line 18:
  
 <note tip> <note tip>
 +**When does crYOLO stop the training?**
 +
 When you start the training, it will stop when the "loss" metric on the validation data does not improve 10 times in a row. This is typically enough. In case you want to give the training more time to find the best model can increase the "not changed in a row" parameter to a higher value by setting the //early// argument in the //"Optional arguments"// to, for example, 15. When you start the training, it will stop when the "loss" metric on the validation data does not improve 10 times in a row. This is typically enough. In case you want to give the training more time to find the best model can increase the "not changed in a row" parameter to a higher value by setting the //early// argument in the //"Optional arguments"// to, for example, 15.
 </note> </note>
 +
 +The final model will be written to disk as specified in //saved_weights_name// in your configuration file.
  
 <html> <html>
Line 27: Line 31:
 </html> </html>
  
 +<html>
 +<div style="background-color: LightCyan ; padding: 10px; border: 1px solid Black;"> 
 +<b>Alternative: Train crYOLO using the command line</b>
 +</div>
 +</html>
  
-The final model will be written to disk as specified in //saved_weights_name// in your configuration file. 
  
-<hidden **Alternative:** Train crYOLO using the command line>+<hidden initialState="visible">
 Navigate to the folder with ''config_cryolo.json'' file, ''train_image'' folder, etc. Navigate to the folder with ''config_cryolo.json'' file, ''train_image'' folder, etc.
  
Line 36: Line 44:
  
 <code> <code>
-cryolo_train.py -c config.json -w 5 -g 0+cryolo_train.py -c config_cryolo.json -w 5 -g 0
 </code> </code>
  
 The final model file will be written to disk. The final model file will be written to disk.
  
- 
- 
-<code> 
-cryolo_train.py -c config.json -w 3 -g 0 -e 15 
-</code> 
- 
-to the training command. 
 </hidden> </hidden>
 +
 +<html>
 +<div style="background-color: LightCyan ; padding: 10px; border: 1px solid Black;"> 
 +<b> </b>
 +</div>
 +</html>
pipeline/window/cryolo/training.txt ยท Last modified: 2020/03/16 15:21 by twagner

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