NVIDIA Tesla P40 · 24GB VRAM

PyTorch GPU VPS

Train en implementeer deep learning modellen met PyTorch op dedicated NVIDIA GPU's. Voorgeconfigureerde CUDA omgeving met volledige root toegang.

$ pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124
# Draaien op NVIDIA Tesla P40 (24GB)
Klaar. _

Wat is {naam} op een GPU VPS?

PyTorch is het toonaangevende deep learning framework dat wereldwijd door onderzoekers en ingenieurs wordt gebruikt. Een GPU VPS geeft je dedicated NVIDIA hardware om modellen sneller te trainen en invloeden op schaal uit te oefenen.

Waarom {naam} op VPS.org GPU

CUDA klaar

Voorgeconfigureerde NVIDIA drivers en CUDA toolkit. Start onmiddellijk met trainen.

Volledig GPU-geheugen

24GB VRAM voor het trainen van grotere modellen en grotere batch maten.

Jupyter-integratie

Start Jupyter notebooks met GPU-ondersteuning voor interactieve ontwikkeling.

Gedistribueerde opleiding

Schaal naar multi-GPU opstellingen voor snellere training op grote datasets.

Popular PyTorch Cases gebruiken

Opleiding van het Neuraal netwerk
Computerzichtmodellen
NLP & transformatormodellen
Genererend AI-onderzoek
Model voor de fine-tuning
Productie-invloeden

GPU Specificaties

GPUNVIDIA Tesla P40
VRAM24 GB GDDR5X
CUDA-kernen3,840
KP3212 TFLOPS
INT847 TOPS
Geheugen BW346 GB/s
ArchitectuurPascal (GP102)
DoorvoerenBare-metal PCIe

Veelgestelde vragen

What is PyTorch on a GPU VPS?

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PyTorch on a GPU VPS is a CUDA-accelerated deployment. PyTorch is a training / fine-tuning workload. Plan for long-running jobs — snapshot your VPS regularly, and consider an external cold-storage backup for trained weights.

How do I set up PyTorch on a GPU VPS?

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Deploy a GPU VPS with the NVIDIA Tesla P40, SSH in, and run pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu124. Your PyTorch environment is ready in minutes with full GPU acceleration.

How much VRAM do I need for PyTorch?

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Training VRAM is dominated by the optimizer state plus activations. Full fine-tuning of a 7B LLM needs ~24-48 GB; LoRA / QLoRA fits in 8-16 GB. Our Tesla P40 supports LoRA-class fine-tuning out of the box; full training of larger models requires multi-GPU.

Is PyTorch GPU VPS billed hourly or monthly?

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GPU VPS plans are billed monthly with no lock-in contracts and can be cancelled anytime. Contact us for current GPU pricing tiers.

Can I run other tools alongside PyTorch?

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Yes — you have full root on the GPU VPS. Run whatever fits inside the 24 GB VRAM and the available RAM / storage budget alongside PyTorch.

Do I get full root on the PyTorch GPU VPS?

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Yes. Full root SSH on every GPU VPS — install drivers, swap CUDA versions, customize the environment for PyTorch however you need.

Which CUDA version is installed for PyTorch?

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GPU VPSs ship with a recent CUDA runtime and the matching NVIDIA driver pre-installed. You can pin or upgrade CUDA versions as required by your PyTorch workload.

Does my PyTorch GPU VPS persist between sessions?

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Yes — your PyTorch GPU VPS is a long-running persistent server, not an ephemeral instance. Models, configs, and data stay on the SSD between sessions.

Where should I store data for my PyTorch workload?

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Keep working data on the VPS SSD for fast access during PyTorch runs; back up finished artifacts (weights, generations, embeddings) off-server via snapshots or object storage for safety.

Can I scale my PyTorch GPU VPS later?

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Yes — plan upgrades are instant from your control panel; the GPU itself can be swapped to a larger tier on request. Your PyTorch install carries over.

Are backups available for my GPU VPS?

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Yes. Automated daily backups are an add-on; manual snapshots are free. Useful for long PyTorch training runs where you want a checkpointable server state.

Is there a money-back guarantee on the GPU VPS?

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Yes — 30-day money-back guarantee on every plan including GPU. Try PyTorch on a GPU VPS risk-free.

Klaar om PyTorch op GPU uit te voeren?

Stel een NVIDIA GPU server in in enkele minuten. Geen reserveringen, geen verkoopgesprekken.

Start uw VPS
Van $2,0/mo