This commit is contained in:
William Falcon 2019-06-29 18:42:44 -04:00
commit 1cb31cd210
2 changed files with 32 additions and 34 deletions

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@ -117,14 +117,21 @@ def validation_end(self, outputs):
```
## TensorboardX
Lightning is fully integrated with tensorboardX.
<p align="center">
<a href="https://williamfalcon.github.io/pytorch-lightning/">
<img alt="" src="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/tf_loss.png" width="50">
<img alt="" src="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/tf_tags.png" width="50">
<img alt="" src="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/tf_loss.png" width="900px">
</a>
</p>
All lightning experiments log in a nicely structured folder structure compatible with tensorboardX. Simply run the following command to view your experiments.
Lightning also adds a text column with all the hyperparameters for this experiment.
<p align="center">
<a href="https://williamfalcon.github.io/pytorch-lightning/">
<img alt="" src="https://github.com/williamFalcon/pytorch-lightning/blob/master/docs/source/_static/tf_tags.png" width="900px">
</a>
</p>
Simply note the path you set for the Experiment
``` {.python}
@ -141,7 +148,7 @@ And run tensorboard from that dir
tensorboard --logdir /some/path
```
## Lightning gives you options to control the following:
## Lightning automatically automates all of the following ([each is also configurable](https://williamfalcon.github.io/pytorch-lightning/Trainer/)):
###### Checkpointing

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@ -1,41 +1,32 @@
absl-py==0.7.1
astor==0.8.0
bleach==3.1.0
certifi==2019.6.16
cffi==1.12.3
chardet==3.0.4
docutils==0.14
gast==0.2.2
google-pasta==0.1.7
grpcio==1.21.1
h5py==2.9.0
idna==2.8
imageio==2.5.0
Keras-Applications==1.0.8
Keras-Preprocessing==1.1.0
Markdown==3.1.1
mkl-fft==1.0.12
atomicwrites==1.2.1
attrs==18.2.0
certifi==2018.11.29
cffi==1.11.5
imageio==2.4.1
mkl-fft==1.0.6
mkl-random==1.0.2
numpy==1.16.4
more-itertools==5.0.0
numpy==1.15.4
olefile==0.46
pandas==0.24.2
Pillow==6.0.0
pkginfo==1.5.0.1
protobuf==3.8.0
pandas==0.23.4
Pillow==5.3.0
pluggy==0.8.0
py==1.7.0
pycparser==2.19
Pygments==2.4.1
python-dateutil==2.8.0
pytz==2019.1
readme-renderer==24.0
requests==2.22.0
requests-toolbelt==0.9.1
pytest==4.0.2
python-dateutil==2.7.5
pytz==2018.7
scikit-learn==0.20.2
scipy==1.2.0
six==1.12.0
sklearn==0.0
tensorboard==1.14.0
tensorboardX==1.7
tensorflow==1.14.0
tensorflow-estimator==1.14.0
termcolor==1.1.0
test-tube==0.643
torch==1.0.0
torchvision==0.2.1
tqdm==4.32.1
twine==1.13.0
urllib3==1.25.3