Machine Learning GPU VPS - GPU-Akọsilẹ ML Server

Àwọn Ìṣàmúlò-ètò Ìmọ́ Ìṣàmúlò-ètò

Ṣàfikún ìmọ́ ẹrọ láti inú ìṣàfihàn GPU-papọ̀. RAPIDS, XGBoost GPU, àti scikit-learn lórí àwọn ìmọ̀ ẹrọ NVIDIA tí a fi pamọ́.

Àwọn àwọn ààyè-iṣẹ́ tí a fi pamọ́

Àwọn ìṣàfilọ́lẹ̀ ìmọ́ràn-GPU-tí a fi pẹ́lú GPU ló NVIDIA CUDA láti mú ìṣàfilọ́lẹ̀ náà lọ́wọ́lọ́wọ́ lọ́wọ́lọ́wọ́ atí àwọn ìṣàfilọ́lẹ̀ fún àwọn algorithms ML classical. RAPIDS àti XGBoost GPU lè fi àwọn ìṣàfilọ́lẹ̀ 10-100x lọ́wọ́lọ́wọ́ lọ́wọ́lọ́wọ́ lọ́wọ́lọ́wọ́ lọ́wọ́lọ́wọ́ lọ́wọ́lọ́wọ́.

Kini idi ti Machine Learning lo lori VPS.org GPU

RAPIDS cuML

GPU-tí a fi àwọn alòrítì tí a fẹ́ kọ̀ nípa-ìmọ̀ scikit-tí a fi pẹ̀lú GPU-tí a fi pẹ̀lú GPU-.

XGBoost GPU

Fi àwọn móòdù ìṣàfihàn ìṣàfarawé àwọn ìṣàfarawé àwọn ìṣàfihàn 10x lọ́wọ́lọ́wọ́ lọ́wọ́lọ́wọ́ nípa GPU.

cuDF & cuPy

Pandas tí a fi GPU-párà àti númpy fún ìṣàfarawé àwọn ààtòjútó.

GPU Ìparì-si-Ìparì

Fi gbogbo àwọn ìṣàmúlò-ètò ML rẹ̀ pamọ́ sí GPU fún ìrànwọ́ ìparí iṣẹ́.

Àwọn Ààyè Lòjútó Machine Learning

Àwọn ìṣàfarawé àwọn ìṣàfarawé

Àwọn àwọn ààyè-iṣẹ́ ìṣàfarawé àwọn ààyè-iṣẹ́ nínú ìpele

Àwọn ìṣàfarawé àkókò

Àwọn ààyè-iṣẹ́ àwọn ààyè-iṣẹ́ nla

AutoML Pipelines

Àwọn àwọn ìṣàmúlò-ètò

GPU Specifications

GPUNVIDIA Tesla P40

VRAM24 GB GDDR5X

Àwọn àwọ̀ CUDA3,840

FP3212 TFLOPS

INT847 TOPS

Àwọn àwọn àmì-ìwé346 GB/s

Àwọn Ìṣàmúlò-ètòPascal (GP102)

Àwọn Ìjánu-ìṣàmúlò-ètòPCIe àìdárá

Àwọn Àtòjọ-ẹ̀yàn

What is Machine Learning on a GPU VPS?

Machine Learning on a GPU VPS is a CUDA-accelerated deployment. Machine Learning is a general GPU-accelerated workload. Make sure your software has CUDA support and that your driver / runtime versions match the workload requirements for Machine Learning.

How do I set up Machine Learning on a GPU VPS?

Deploy a GPU VPS with the NVIDIA Tesla P40, SSH in, and run pip install cuml-cu12 xgboost cudf-cu12. Your Machine Learning environment is ready in minutes with full GPU acceleration.

How much VRAM do I need for Machine Learning?

Our GPU VPS ships with 24 GB GDDR5X VRAM on the NVIDIA Tesla P40, which is sufficient for most Machine Learning workloads. Multi-GPU configurations are available on request.

Is Machine Learning GPU VPS billed hourly or monthly?

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 Machine Learning?

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

Do I get full root on the Machine Learning GPU VPS?

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

Which CUDA version is installed for Machine Learning?

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 Machine Learning workload.

Does my Machine Learning GPU VPS persist between sessions?

Yes — your Machine Learning 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 Machine Learning workload?

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

Can I scale my Machine Learning GPU VPS later?

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

Are backups available for my GPU VPS?

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

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

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