Debuit et probavit CUDA applicationes in NVIDIA Tesla P40 (24 GB VRAM, Pascal architectura). Installavit CUDA Toolkit versionem quae necesse est. Servitores GPU non sunt nunc ordinabiliae; coniunxit nos ad notum quando sunt.
$ apt install nvidia-cuda-toolkit && nvcc hello_cuda.cu -o hello_cuda && ./hello_cuda
# Exemplum instructioe
CUDA est NVIDIAe parallela computationis platforma. Servitor GPU te circumiectum CUDA pro scriptura, probatione et codum GPU in Pascal (computationis potestas 6.1) GPU benchmarking confert.
In bibliotheca, scripturae et scripturae in scripturae et scripturae in scripturae inscriptae sunt.
Incolae Primenses vel Primenses appellantur.
Incolae Nevienses et Nevienses appellantur.
Incolae Vernacenses, Vernacenses vel Vernacenses appellantur.
CUDA Development 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. CUDA Development is a general GPU-accelerated workload. Make sure your software has CUDA support and that your driver / runtime versions match the workload requirements for CUDA Development.
GPU servers are not available to order yet. Today you can run CUDA Development on a regular CPU plan, where it works far more slowly than on a GPU: SSH in and run apt install nvidia-cuda-toolkit && nvcc hello_cuda.cu -o hello_cuda && ./hello_cuda.
VRAM needs for CUDA Development depend on the model and batch size; check the project documentation for current figures.
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Yes. Every VPS.org server comes with full root access, so you can run other tools alongside CUDA Development within the server's RAM and storage.
Every VPS.org server comes with full root SSH access, so you can install drivers, libraries and CUDA Development 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 CUDA Development needs yourself.
Yes. VPS.org servers are persistent virtual machines, not ephemeral instances: CUDA Development 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 CUDA Development 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 CUDA Development 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 CUDA Development 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.