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Jumbo CNNs are not the battleground. The real battleground is distribution. The first framework that scales out without placing much onus on the programmer will
by jamesblonde 9y ago
Jumbo CNNs are not the battleground.
The real battleground is distribution. The first framework that scales out without placing much onus on the programmer will win, IMO. Facebook already showed that Caffe2 scales to 256 GPUs for imagenet. Tensorflow need to show it can scale as well. PyTorch needs to work on usability - model serving, integration in ecosystems like Hadoop, etc.