cryolo_reference_example

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cryolo_reference_example [2019/09/22 16:36]
twagner [Training]
cryolo_reference_example [2020/05/08 11:43]
twagner [Training]
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   * Intel Core i9 7920X @ 2.90 Ghz   * Intel Core i9 7920X @ 2.90 Ghz
   * SSD Harddrive   * SSD Harddrive
 +  * crYOLO 1.5.0
  
  
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 The training is done with this command: The training is done with this command:
 <​code>​ <​code>​
-cryolo_train.py -c config_phosnet.json -w -e 5 -g 0 -w 5+cryolo_train.py -c config_phosnet.json -w -e 5 -g 0
 </​code>​ </​code>​
-It needed 6 minutes ​45 seconds to converge (18 epochs). The best validation loss was 0.03316. These numbers might be a little bit different on your case.+crYOLO needs 5 minutes ​50 seconds to converge (5 warmup + 10 "​normal" ​epochs). The best validation loss was 0.03042. These numbers might be a little bit different on your case.
  
 ===== Prediction ===== ===== Prediction =====
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 </​code>​ </​code>​
  
-It picked 1617 particles on 12 micrographs in seconds. Including filtering the image and loading the model the command needed ​46 seconds.+It picked 1617 particles on 12 micrographs in seconds. Including filtering the image and loading the model the command needed ​38 seconds.
  
 ===== Visualize results ===== ===== Visualize results =====
  • cryolo_reference_example.txt
  • Last modified: 2020/05/08 11:43
  • by twagner