However, training deep learning models requires a great deal of computing ... network can change from epoch to epoch. Fastai is a high-level third-party API that uses PyTorch as a back-end.

To automatically generate data for training deep convolutional ... a 3D city model from the PLATEAU platform, which contains 3D models of most Japanese cities at an extremely high level of detail.

At the same time, just down the coast, Nvidia is firming up the market for its own GPU training and inference chips as well as its own hardware outfitted with the latest Pascal GPUs and requisite deep ...

[Click on image for larger view.] High-Level Workflow for Personalization with ONNX Runtime (source: Microsoft). "As opposed to traditional deep learning (DL) model training, On-Device Training ...

Titled “Deep Learning for AI,” the paper envisions a future in which deep learning models can ... unlikely under our training distribution, so long as they respect high-level syntactic and ...

Deep learning, or using massive amounts of data to build intelligent models, is a hot topic. Many companies, now seeing the benefits of AI materialize, have decided they need to get started on ...