Kudzidzisa neural networks se CNNs, zvidiki transformers uye GANs paNVIDIA Tesla P40 (24 GB VRAM, Pascal architecture). GPU servers hazvigone kupihwa; tifonere kuti tinzwe kana zvave.
$ pip install torch torchvision && python -c "import torch; print(torch.cuda.is_available())"
# Mufananidzo wekuisa command
Deep learning inodiwa GPU kusimudzira kudzidzisa neural networks munguva inonzwisisika. A GPU server anopa iwe imwe GPU yezvidzidzo zvako.
PyTorch, TensorFlow, JAX kana chero CUDA chirongwa chinotsigira Pascal GPUs.
GPU haisi kugoverwa, saka kudzidzisa speed haisi kuenderana nevamwe vatengi.
Room for mid-size architectures and batch sizes.
A persistent server inogona kutamba nguva refu kudzidzisa mabasa; chengetedza checkpoints sezvaunenge uchienda.
Deep Learning inogona kushandisa NVIDIA GPU kuti iite basa rayo. VPS.org GPU servers hazvina kuwanikwa kuti utore; taura nesu kuti uzive kana vachiri. Deep Learning inowanzo GPU-yakakwira basa. Ita shuwa kuti software yako ine CUDA rutsigiro uye kuti yako driver / runtime versions inosangana nezvinodiwa zvebasa re Deep Learning.
GPU servers hadzina kuwanikwa kuti utore. Nhasi unogona kuisa Deep Learning pane yakajairika CPU package, uko inoita basa rakakura kupfuura pane GPU: SSH in uye shandisa pip install torch torchvision && python -c "import torch; print(torch.cuda.is_available())".
VRAM zvinodiwa Deep Learning kuenderana nemhando uye batch size; tarisa chirongwa ruzivo rwezvinoreva.
GPU mutengo achaburitswa kana GPU servers anogona kupihwa. Tibate kana iwe uchida kuziva kana ichiitika.
Yega. Every VPS.org server inouya nefull root access, saka unogona kutamba zvimwe zvinhu pamwe Deep Learning mukati server's RAM uye kuchengetera.
Every VPS.org server inouya nepfupi root SSH kuwanikwa, saka unogona kuisa madhiraivha, mabhuku uye Deep Learning asi iwe unofanirwa.
Hapana server inouya neCUDA runtime kana NVIDIA mutyairi akaiswa, uye GPU servers hazvina kuwanikwa kuti aite kusvika parizvino. Unogona kuisa zvinyorwa Deep Learning zvinoda iwe pachako.
VPS.org servers ndezvemapurojekiti akaomarara, kwete ephemeral instances: Deep Learning models, configs uye data inogara paSSD storage yeserver kusvika wabvisa.
Tenga data rekushandisa pane SSD ye server yekuwedzera kuwanikwa kwenguva pfupi panguva ye Deep Learning runs, uye kopa zvakapera zviwanikwa (zviyero, zvizvarwa, embeddings) kune yekuchengetera kunze kwe VPS.org; snapshots uye backups vanogara pamwechete kuchengetera cluster.
Unogona kusimudzira chero VPS.org server kune yakakura chirongwa kubva kudzora panel; resize rinotangazve uye yako Deep Learning kuiswa inotora pamusoro. GPU servers hazvina kuwanikwa kusvika parizvino.
Yeah. Backups ndivo akabhadhara add-on (zuva nezuva + 30% yemari chirongwa, akachengetwa 7 mazuva; zuva nezuva + 20%, akachengetwa 28 mazuva) uye snapshots vakasununguka, izvo zvinokosha pamberi Deep Learning mazuva. 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.
GPU kugona kuri kuwanikwa chete. Tiudzai nezvebasa rako uye tichakuudza kuti ripi rinowanikwa uye ripi risiri.