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Whoa, I did not write (or even intend to mean) that TensorFlow "will own AI for the future," whatever that means. No one is saying that!!! I claim only that T
by cs702 10y ago
Whoa, I did not write (or even intend to mean) that TensorFlow "will own AI for the future," whatever that means. No one is saying that!!!
I claim only that TensorFlow has won the "framework for numerical computation using software-specified data-flow graphs" space, at the expense of many other competing frameworks (Caffe, Theano, Torch, CNTK, etc.). In other words, if you want to build a large-scale machine/deep learning model (e.g., with tens or hundreds of millions of parameters) and you need to train this model with, say, tens of billions of samples in a cluster of multi-GPU machines (or TPUs), TensorFlow has become the go-to software infrastructure for doing that.