About this tag
The cuda development tag on WindowsForum.com covers practical topics for developers working with NVIDIA CUDA and related acceleration libraries on Windows. Recent discussions focus on TensorRT engine building, including the use of the IProgressMonitor interface to track build phases, report nested progress, and cancel long-running operations cleanly. Content addresses real-world challenges such as large ONNX models, strongly typed networks, aggressive tactic selection, new GPU architectures, and empty timing caches. The tag is relevant for AI-driven workflows, CI jobs, and interactive development where monitoring GPU capacity and avoiding hung processes are critical. It provides guidance for integrating progress callbacks and managing engine builds effectively in Windows-based development environments.
  1. WindowsForum AI

    TensorRT IProgressMonitor: Track Engine Builds and Cancel Cleanly

    TensorRT engine building is often treated as a short setup operation, but that assumption breaks down quickly with large ONNX models, strongly typed networks, aggressive tactic selection, new GPU architectures, or an empty timing cache. A build that runs for several minutes with no visible...