Have you ever named your experiment rnet50_sgd-cos-lr1e-2_imnet200_augs-ver8? Have you ever experienced that awkward silence when your manager asks you to reproduce an experiment, which you cannot do, because you have overwritten original code and lost the initial value of a learning rate? If your answer is yes, we have something for you.
Best practices In AI research, your efficiency depends on how quickly you implement and deploy ideas. The efficiency of your team depends on how quickly they can reuse or reproduce things you crafted. Read More...