ProgrammingHardware
Make Long-Running NVIDIA TensorRT Engine Builds Observable and Cancelable in Python or C++
NVIDIA introduces ways to monitor and cancel long-running TensorRT engine builds in Python or C++, addressing issues with large models and new GPUs causing long build times.
A TensorRT engine build can take seconds to many minutes. Large strongly typed models, deep tactic search, and a cold timing cache on a brand-new GPU SKU can leave developers, end users, or AI agents staring at a frozen terminal with no idea whether to wait, retry, or kill the process. Most NVIDIA TensorRT integrations report nothing during a build or provide no way to abort early.