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downloads:cryolo_1 [2019/09/13 11:17]
twagner [crYOLO]
downloads:cryolo_1 [2019/09/17 13:58]
twagner [Start picking!]
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 Training crYOLO is much more computational expensive. Training a model with 14 micrographs from scratch on my local machine take 34 minutes per epoch on the CPU. Given that you often need 25 epochs until convergence it is a task to do overnight (~ 12 hours). However, you might want to try [[pipeline:window:cryolo##picking_particles_-_using_the_general_model_refined_for_your_data|refining the general model]], which takes 12 minutes per epoch (~ 5 hours). Training crYOLO is much more computational expensive. Training a model with 14 micrographs from scratch on my local machine take 34 minutes per epoch on the CPU. Given that you often need 25 epochs until convergence it is a task to do overnight (~ 12 hours). However, you might want to try [[pipeline:window:cryolo##picking_particles_-_using_the_general_model_refined_for_your_data|refining the general model]], which takes 12 minutes per epoch (~ 5 hours).
  
-====== Start picking! ======+====== Tutorials ======
  
-Use the **__''[[pipeline:window:cryolo|step-by-step tutorial]]''__** to get started!+Use our **__''[[pipeline:window:cryolo|step-by-step tutorials]]''__** to get started!
  
 ====== Change log ====== ====== Change log ======
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 **crYOLO 1.5.0:** **crYOLO 1.5.0:**
   * Added a GUI for crYOLO (start with cryoloo.py)   * Added a GUI for crYOLO (start with cryoloo.py)
-  * New fast low-pass filtering pipeline: Speed up on-the-fly filtering by 175%, speed up training by 75% speed up picking by 50%+  * Optimized fast low-pass filtering pipeline: Speed up on-the-fly filtering by 175%, speed up training by 75% speed up picking by 50%
   * Add rotation as data augmentation   * Add rotation as data augmentation
   * Number of layers for fine tuning are now changeable (-lft)   * Number of layers for fine tuning are now changeable (-lft)
downloads/cryolo_1.txt ยท Last modified: 2021/02/19 09:43 by twagner