Executum est detectio obiectorum, classificatio imagorum et video-analysis in NVIDIA Tesla P40 (24 GB VRAM, architectura Pascal). Servitores GPU non sunt nunc ordinabiliae; coniuncte nos ut notum sit cum sunt.
$ pip install ultralytics && yolo detect predict model=yolov8x.pt source=image.jpg device=0
# Exemplum instructioe
Computatrum in computatro in servere GPU in GPU in loco CPU modelibus detectionis, classificationis, segmentationis et video-analyticis operat.
Incolae Iulienses et Iulienses appellantur.
In hoc modo, modulus est modulus in cuius modulo sunt moduli in programmate.
Incolae Battiani vel Battianienses appellantur.
In hoc libro, descriptum est multis inveniendi et investigandi in Universo.
Computer Vision can use an NVIDIA GPU to speed up its work. VPS.org GPU servers are not available to order yet; contact us to hear when they are. Computer Vision is a general GPU-accelerated workload. Make sure your software has CUDA support and that your driver / runtime versions match the workload requirements for Computer Vision.
GPU servers are not available to order yet. Today you can run Computer Vision on a regular CPU plan, where it works far more slowly than on a GPU: SSH in and run pip install ultralytics && yolo detect predict model=yolov8x.pt source=image.jpg device=0.
VRAM needs for Computer Vision depend on the model and batch size; check the project documentation for current figures.
In hoc tempore, usque ad annum 1999, nonnullae res in usu sunt, quae non sunt in usu hodierno.
Yes. Every VPS.org server comes with full root access, so you can run other tools alongside Computer Vision within the server's RAM and storage.
Every VPS.org server comes with full root SSH access, so you can install drivers, libraries and Computer Vision however you need.
No. No server comes with a CUDA runtime or NVIDIA driver preinstalled, and GPU servers are not available to order yet. You install the versions Computer Vision needs yourself.
Yes. VPS.org servers are persistent virtual machines, not ephemeral instances: Computer Vision models, configs and data stay on the server's SSD storage until you delete them.
Keep working data on the server's SSD for fast access during Computer Vision runs, and copy finished artifacts (weights, generations, embeddings) to storage outside VPS.org; snapshots and backups stay on the same storage cluster.
You can upgrade any VPS.org server to a larger plan from the control panel; the resize restarts it and your Computer Vision install carries over. GPU servers are not available yet.
Yes. Backups are a paid add-on (daily +30% of the plan price, kept 7 days; weekly +20%, kept 28 days) and snapshots are free, which is useful before long Computer Vision runs. Both stay on the same storage cluster as the server.
Contact support within 30 days of your first purchase to request a refund. GPU servers are not sold yet, so no GPU order is involved.
Capacitas GPU limitata est. Dite nos de tuae labores et respondemus cum disponibilitate et prezzo.