NVIDIA Tesla P40 · 24GB VRAM

PyTorch GPU VPS

Train and deploy deep learning models with PyTorch on dedicated NVIDIA GPUs. Pre-configured CUDA environment with full root access.

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

What is PyTorch on a GPU VPS?

PyTorch is the leading deep learning framework used by researchers and engineers worldwide. A GPU VPS gives you dedicated NVIDIA hardware to train models faster and run inference at scale.

Why PyTorch on VPS.org GPU

CUDA Ready

Pre-configured NVIDIA drivers and CUDA toolkit. Start training immediately.

Full GPU Memory

24GB VRAM for training larger models and bigger batch sizes.

Jupyter Integration

Run Jupyter notebooks with GPU support for interactive development.

Distributed Training

Scale to multi-GPU setups for faster training on large datasets.

Popular PyTorch Use Cases

Neural network training
Computer vision models
NLP & transformer models
Generative AI research
Model fine-tuning
Production inference

GPU Specifications

GPUNVIDIA Tesla P40
VRAM24 GB GDDR5X
CUDA Cores3,840
FP3212 TFLOPS
INT847 TOPS
Memory BW346 GB/s
ArchitecturePascal (GP102)
PassthroughBare-metal PCIe

Frequently Asked Questions

What is PyTorch on a GPU VPS?

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PyTorch is the leading deep learning framework used by researchers and engineers worldwide. A GPU VPS gives you dedicated NVIDIA hardware to train models faster and run inference at scale.

How do I set up PyTorch on a GPU VPS?

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

How much VRAM do I need for PyTorch?

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Our GPU VPS comes with 24GB GDDR5X VRAM on the NVIDIA Tesla P40, which is sufficient for most PyTorch workloads. For larger requirements, contact us for multi-GPU configurations.

Is PyTorch GPU VPS billed hourly or monthly?

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GPU VPS is billed monthly with no lock-in contracts. You can cancel anytime. Contact us for current pricing as we finalize our GPU tier offerings.

Can I run PyTorch with other tools on the same GPU VPS?

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Yes, you have full root access. Install any combination of tools alongside PyTorch, as long as they fit within the 24GB VRAM and server resources.

Do I get full root access?

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Yes, all GPU VPS instances come with full root SSH access. Install any software, configure drivers, and customize the environment exactly as you need.

Ready to Run PyTorch on GPU?

Deploy a dedicated NVIDIA GPU server in minutes. No reservations, no sales calls.

Launch Your VPS
From $2.0/mo