I wanted to modify model training to test a hypothesis. I chose TensorFlow. It may present a minor improvement in training speed (atleast before 2.0) but holy fuck was it not worth it with all the gotcha's.
It works well if you're okay with using their default pipeline. Attempt to setup anything custom and you'll be in for a lot of suffering unless you disable symbolic execution - at which point it's slower than PyTorch.
I tried to implement the same idea on PyTorch and was done in an hour. Use PyTorch; it's just better.
codeinassembly t1_jcj1cjd wrote
Reply to Choose wisely by nickpngc
I wanted to modify model training to test a hypothesis. I chose TensorFlow. It may present a minor improvement in training speed (atleast before 2.0) but holy fuck was it not worth it with all the gotcha's.
It works well if you're okay with using their default pipeline. Attempt to setup anything custom and you'll be in for a lot of suffering unless you disable symbolic execution - at which point it's slower than PyTorch.
I tried to implement the same idea on PyTorch and was done in an hour. Use PyTorch; it's just better.