2026PyTorch (Meta / Linux Foundation)paid
PyTorch 2.12
v2.12
PyTorch 2.12 brings major performance improvements including up to 100x faster batched linear algebra (linalg.eigh) on CUDA via updated cuSOLVER API selection, the new torch.accelerator.Graph API for optimized hardware execution, experimental CUDA 13.2 support, and broad updates across compilation, distributed systems, export, and graph capture.
Up to 100x faster batched linalg.eigh on CUDA via cuSOLVER backend update
New torch.accelerator.Graph API for optimized hardware execution
Experimental CUDA 13.2 support and updates across compilation and distributed systems
pricingFree (Open Source)
version2.12