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I found https://github.com/BVLC/caffe https://github.com/BVLC/caffe to be 20 to 40x faster for image classification when comparing with Overfeat, which uses Tor
by cr4zy 12y ago
I found https://github.com/BVLC/caffe https://github.com/BVLC/caffe to be 20 to 40x faster for image classification when comparing with Overfeat, which uses Torch - YMMV (The type of BLAS you use makes a gigantic difference. MKL was 2x faster than ATLAS and 5x faster than OpenBLAS). Caffe also has a more active community and cleaner code IMO.
- smhx 12y agocaffe definitely grew in popularity very quickly, and it does a narrow set of tasks very well, but I dont agree that the code is cleaner (in fact I think the opposite), and I dont see the design to be particularly broad-minded (i.e. generic neural networks, or a general scientific computing framework).