gpu
Graphics processing units and compute
Resolve 'pycuda._driver.Error: cuInit failed: unknown error' on Ubuntu with NVIDIA P102-100 GPUs. Reload nvidia-uvm modules, verify drivers, reinstall CUDA toolkit. Step-by-step fix for ubuntu cuda setups where nvidia-smi works but PyCUDA fails.
Diagnose visual artifacts when scrolling or opening app windows. Quick tests for GPU drivers, compositor, ANGLE/OpenGL, hardware acceleration, and MPO fixes.
Practical 2026 PC upgrade guide for Ryzen 5 3600 + GTX 1660 Super systems: when to add 32GB RAM, pick a midrange GPU, or plan a full AM5/Intel platform refresh.
Troubleshoot GTX 650 Ti BOOST no display on ECS H55-M motherboard: verify 6-pin PCIe power, PSU, reset CMOS, BIOS settings (PCIe priority, CSM, Gen2), test slot, cables. Step-by-step diagnostics for GPU compatibility.
Learn how to dynamically estimate GPU capacity for YOLOv8 real time object detection with batch inference, adaptive frame skipping, and benchmarking strategies.