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vrv addressed why I called it "way" out of date - in the time since the study was done with CuDNNv2, we've moved TensorFlow to CuDNN v4, and NVidia released the
by dgacmu 11y ago
vrv addressed why I called it "way" out of date - in the time since the study was done with CuDNNv2, we've moved TensorFlow to CuDNN v4, and NVidia released the CuDNNv5 release candidate a week ago. Each of those releases provides a pretty big speed bump for specific types of DNNs, and we've been pushing out some very significant speed bumps for TensorFlow at the same time.
My conclusion from this is that Soumith's approach to having a living repository is the way to go. It's harder to call it a "publication", but it's providing something of more lasting value than a static performance snapshot in a field where the engineering is moving so quickly.