Martin KlissarovinApache MXNetSageMaker Automatic Model Tuner: CIFAR10 in 3m47s on single GPUIn our previous blogpost, we trained a model to reach 94% accuracy on CIFAR10 in about 10 minutes. This was done by training the model on a…Sep 10, 2018Sep 10, 2018
Martin KlissarovinApache MXNetWhat is Reinforcement Learning anyways?Reinforcement learning has recently made the headlines on a number of occasions. One of the most prominent example is through AlphaGo, a…Sep 10, 2018Sep 10, 2018
Martin KlissarovinApache MXNetLeveling up on SageMakerIn our previous blogpost, we have gone through the basics of SageMaker. Most of the complexities were hidden from us due to the efficiently…Jul 21, 2018Jul 21, 2018
Martin KlissarovinApache MXNet94% accuracy on CIFAR-10 in 10 minutes with Amazon SageMakerA model’s test accuracy provides crucial information: it is an estimate of how well the model would perform when released in the real world…Jul 9, 20181Jul 9, 20181
Martin KlissarovinApache MXNetGetting Started with SageMakerTraining and deploying machine learning models can sometimes be a laborious task. You need to select the model architecture, search over…Jun 27, 2018Jun 27, 2018