In terms of speed, I don't have any benchmarks available. But it's using Theano under the hood, which is well optimized and should be very competitive with Torch and Caffe.

When it comes to convolution, it will actually use cuDNN if available, and performance will be slightly better than Torch and Caffe: https://github.com/soumith/convnet-benchmarks#layer-wise-ben...