# PyTorch Conference North America 2026

At the PyTorch Conference North America in San Jose, the foundation's projects announced several efforts to run PyTorch natively on more hardware. TorchTPU, a Google and Meta collaboration, gives Google TPUs a native backend supporting eager execution and torch.compile; TorchNeuron for AWS Trainium shipped as an Apache 2.0 public beta that runs PyTorch workloads with a single configuration change. Workload migration can require only a device change, while peak performance can require additional changes to shapes, sharding and operations.

At the PyTorch Conference North America in San Jose, the foundation's projects announced several efforts to run PyTorch natively on more hardware. TorchTPU, a Google and Meta collaboration, gives Google TPUs a native backend supporting eager execution and torch.compile; TorchNeuron for AWS Trainium shipped as an Apache 2.0 public beta that runs PyTorch workloads with a single configuration change. Workload migration can require only a device change, while peak performance can require additional changes to shapes, sharding and operations.