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Can I just say I'm a huge fan of Colaboratory! I discovered this service from a classmate this semester and have thoroughly enjoyed collaborating inside of a notebook. It still has little details that need to be fixed, like persistent files for projects, but overall I'm glad I was exposed to the tool

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Colab is awesome but I've found that GPU memory allocation can be a bit unreliable at times. It's advertised as providing you a GPU but in reality I think you're sharing the GPU with other machines which can lead to out-of-memory issues fitting models that you don't run into using a dedicated GPU instance

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