Optimization Log Sometimes performance gains come from weeks of rigorous profiling. Other times, they fall into your lap when you least expect them. In my recent work updating the DeepTrainer interface and cloud infrastructure, I stumbled upon significant speedups that pushed our benchmarks to new heights. The 64-bit Surprise Historically, I maintained the core project […]

I have added a new interface for the DeepTrainer library that makes the algorithms accessible through a web interface using queries and which makes it possible to deploy the library in the cloud. The service implements Open Authorization (OAuth) using bearer tokens. Here are the interface functions it implements at the moment: User account registration: […]

I have been reading about the ONNX file format recently that has been created internally by Google, but before I delve myself into protocol buffers I still needed an easily readable (read: debuggable) file format to exchange neural network states. I know that eventually I will have to end up supporting ONNX so I did […]