Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
PyTorch Lightning - Finding the best learning rate for your model
PyTorch Lightning - William Falcon
Practical Lighting Tips to Rank on Kaggle Image Challenges
https://lightning-flash.readthedocs.io/en …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
https://pytorch.org/tutorials/beginner/pytorch_with_examples.html
In general …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
This means that the input data and the model are on different …
Things on this page are fragmentary and immature notes/thoughts of the author. Please read with your own judgement!
https://pytorch.org/docs/master/notes/cuda.html
You can use the command torch.cuda.is_available()
to check whether GPU is available for PyTorch.
Details of GPUs can …
inception_v3 requires an input of (299, 299)
while other models requires an input of (224, 224).
Due to adaptive pooling used in some models,
they can run on varying sized intput without throwing errors
(but the results are usually not correct).
You have to resize/crop an image to be the right input size
(and then other necessary transformations, e.g., to_tensor