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Have you used TF 2.0? It’s definitely better in terms of ease of use. Still not as good as Pytorch, in my opinion. Pytorch is still just more... ergonomic, I wo
by atty 6y ago
Have you used TF 2.0? It’s definitely better in terms of ease of use. Still not as good as Pytorch, in my opinion. Pytorch is still just more... ergonomic, I would say.
However, I don’t think the Pytorch ecosystem really matches tensorflow yet for production, with TFX and all the other nice-to-haves that google and others have open sourced.
As someone who spends a lot of their time doing POCs and research work, I strongly prefer Pytorch. But I have colleagues who mainly productionize language models, and they all seem to like Tensorflow. I don’t know if that’s just inertia on their part, or the result of a considered choice however.