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@jeremyjordan
jeremyjordan / sgdr.py
Last active December 4, 2023 13:41
Keras Callback for implementing Stochastic Gradient Descent with Restarts
from keras.callbacks import Callback
import keras.backend as K
import numpy as np
class SGDRScheduler(Callback):
'''Cosine annealing learning rate scheduler with periodic restarts.
# Usage
```python
schedule = SGDRScheduler(min_lr=1e-5,
@hilios
hilios / README.md
Last active July 4, 2022 15:36 — forked from mhayes/supervisord.sh
init.d for supervisord for Amazon Linux AMI

Auto start for Supervisord at AWS

Install commands
$ sudo mv supervisor /etc/init.d
$ sudo chkconfig --add supervisor
$ sudo chkconfig supervisor on