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No hard benchmarks, just personal experience. Note that I’m not saying regular Tensorflow is slower than pytorch (in fact I’ve found them to be roughly the same) just eager mode.

Edit: Just realized this might be a good thing to write a blog post about. I’ll get back to you after finals :)




I'm genuinely interested if you ever do write that blog post


Update: other people have already scooped me:

https://medium.com/@yaroslavvb/tensorflow-meets-pytorch-with...

I've seen similar performance regressions on my own tasks and I don't have much to add beyond what's in that blog post.




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