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updates
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glenn-jocher committed Apr 24, 2019
1 parent 1771ffb commit bd2378f
Showing 1 changed file with 3 additions and 3 deletions.
6 changes: 3 additions & 3 deletions train.py
Expand Up @@ -102,10 +102,10 @@ def train(

# Scheduler https://github.com/ultralytics/yolov3/issues/238
# lf = lambda x: 1 - x / epochs # linear ramp to zero
# lf = lambda x: 10 ** (hyp['lrf'] * x / epochs) # exp ramp to lr0 * hyp['lrf']
lf = lambda x: 1 - 10 ** (hyp['lrf'] * (1 - x / epochs)) # inv exp ramp to lr0 * hyp['lrf']
# lf = lambda x: 10 ** (hyp['lrf'] * x / epochs) # exp ramp
lf = lambda x: 1 - 10 ** (hyp['lrf'] * (1 - x / epochs)) # inverse exp ramp
scheduler = optim.lr_scheduler.LambdaLR(optimizer, lr_lambda=lf, last_epoch=start_epoch - 1)
# scheduler = optim.lr_scheduler.MultiStepLR(optimizer, milestones=[218, 245], gamma=0.1, last_epoch=start_epoch - 1)
# scheduler = optim.lr_scheduler.MultiStepLR(optimizer, milestones=[218, 245], gamma=0.1, last_epoch=start_epoch-1)

# # Plot lr schedule
# y = []
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