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.

Among the upstarts that fit the specialization bill for deep learning is Wave Computing, which in many ways could have served as a suitable acquisition target for an Intel (or other another party) ...

The deep learning frameworks (e.g, TensorFlow, PyTorch, MxNet) together with NVIDIA software libraries offer a high-level programming interface, which abstracts hardware and makes building neural ...

Deep learning is often compared to the brains of humans and animals.However, the past years have proven that artificial neural networks, the main component used in deep learning models, lack the ...

TensorFlow 2.0, released in October 2019, revamped the framework significantly based on user feedback. The result is a machine learning framework that is easier to work with—for example, by ...

Like its fossil-fuel counterpart, the process of deep learning has an outsize environmental impact. In a new paper, researchers at the University of… Deep learning has a terrible carbon footprint.