Hops Hadoop related content.
Goodbye Horovod, Hello CollectiveAllReduce Hopsworks is replacing Horovod with Keras/TensorFlow’s new CollectiveAllReduceStrategy tl;dr Distributed Deep Learning is producing state-of-the-art results in problems from NLP to machine translation to image classification. Hopsworks continually pushes the state-of-the-art Read more
Distributed Filesystems for Deep Learning More training data gives predictable gains in prediction accuracy tl;dr When you train deep learning models with lots of high quality training data, you can beat state-of-the-art prediction Read more
Last week, Cloudera and Hortonworks merged to, in their words, “create the world’s leading next generation data platform provider, spanning multi-cloud, on-premises, and the Edge.” They predict the process of purging merging their stacks will Read more
Millions and millions of files: NVMe now in HopsFS Leverage NVMe for high-performance deep learning Datasets used for deep learning may reach millions of files. The well known image dataset, ImageNet, contains 1m images, and Read more