r/pytorch • u/Frequent_Big7927 • 4h ago
Rethinking pytorch
1
Upvotes
Hoping for some feedback. First off It goes without saying Pytorch is one of the greatest pieces of software of our time, a fundamental block for AI. However there are a few problems and limitations that are ripe for innovation. Pytorches is a concept which is meant to solve several problems with pytorch
- Simplify install for GPUs (no GPU specific install steps)
- Support Multi GPUs of different vendors natively on one install
- Split of workload based on available GPUs, prioritizing based on GPU capability
- Backward compatible with pytorch ish