The research, "TF-Replicator: Distributed Machine Learning For Researchers," is posted on the arXiv pre-print server, ... In the case of the ResNet-50 ImageNet task, ...

Researchers from Sony announced that they trained a machine learning ResNet 50 architecture on ImageNet, an image database organized according to the WordNet hierarchy, in only 224 seconds.

Today Fujitsu Laboratories announced that it has developed technology to improve the speed of deep learning software, which has now achieved the world's highest speed when the time required for ...

The ResNet family of machine learning algorithms was introduced to the AI world in 2015. A slew of variations was rapidly discovered that at the time pushed the accuracy of ResNets close to the 80% ...

ResNet-50 is an inference benchmark for image classification and is often used as a standard for measuring performance of machine learning accelerators. - Read more from Inside HPC & AI News. Today AI ...

The ResNet family of machine learning algorithms, introduced to the AI world in 2015, pushed AI forward in new ways. However, today’s leading edge classifier networks – such as the Vision Transformer ...

"Dev-ResNet is a small and efficient 3D convolutional neural network capable of detecting developmental events using videos, ... machine learning is a great tool for CNS behaviour studies.