Francesco

17 Jan 2023 • 8 min read

The full code for this article is on GitHub Today, we will explore the use of PyTorch's distributed collective communication feature. When working with multiple GPUs, it is necessary to share tensors across them, which is where torch.distributed comes in. It provides a set of APIs to

30 Aug 2022 • 7 min read

COCO [https://blog.roboflow.com/coco-dataset/] is an industry standard dataset for benchmarking the performance of object detection models. The dataset was created by "gathering images of complex everyday scenes containing common objects in their natural context" and contains image annotations in 91 categories, with over 1.5

3 Aug 2022 • 8 min read

Everybody hates installing NVIDIA drivers, you have to manually download them, then install cuda [https://blog.roboflow.com/what-is-cuda/] [https://search.brave.com/search?q=cuda&source=desktop], be sure to have the correct version of everything, and change them from time to time to be updated. Today we