Alternatives with better GPU than Google Colab Pro

Here are a few options:

• Commercial cloud provider: AWS is the go-to cloud provider for virtually any need, they have options for everything. Check out their options for Deep Learning.
• You could also buy your own hardware
• Finally from a data science perspective there is also the option of modifying the parameters of the model and/or data so that the training fits with the hardware limitations.

Try Kaggle, they offer 30 hours of TPU per week which might help if you are working with tensorflow or torch (TPUs have 128GB of memory). What you should try when running into memory issues is to use half precision floats which reduces memory requirements.

• tensorflow
• torch