I hack on ML, security and self-driving cars. Always down to chat 🙂
Professionally I'm currently working on PyTorch Distributed (torchft, torchcomms, elastic, scaling, perf reliability, etc)
Website: http://fn.lc
I hack on ML, security and self-driving cars. Always down to chat 🙂
Professionally I'm currently working on PyTorch Distributed (torchft, torchcomms, elastic, scaling, perf reliability, etc)
Website: http://fn.lc
Fault tolerance for PyTorch (HSDP, LocalSGD, DiLoCo, Streaming DiLoCo)
torchcomms: a modern PyTorch communications API
torch models and primitives for birdseye view and voxel models for self driving tasks.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and support for E2E production ML pipelines when you're ready.