Kuchita kuzindikira zinthu, kugawa zithunzi ndi kuyankha makanema pa NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture). Maseva a GPU si akhoza kuperekedwa pano; tiuzeni kuti mudziwe pamenepo.
$ pip install ultralytics && yolo detect predict model=yolov8x.pt source=image.jpg device=0
# Mfano wa kukhazikitsa lamulo
Makompyuta a kompyuta pa GPU server amayendetsa kuzindikira kwa zinthu, kugawa, kugawa ndi mavidiyo ofufuzira mamodeli pa GPU osati CPU.
Kuyenda YOLO ndi zina detectores pa GPU.
Kugwiritsa ntchito OpenCV kulenga ndi CUDA ma modules kwa GPU kugawa zithunzi.
Kuchita zithunzi zokhala ndi resolution yayikulu m'magulu akuluakulu.
Decode ndi NVDEC ndi kuyankha ma streams angapo pa GPU imodzi.
Computer Vision akhoza kugwiritsa ntchito NVIDIA GPU kuti afulumizitse ntchito yake. VPS.org GPU ma seva si angathe kulandira; tiuzeni kuti mudziwe pamene iwo ndi. Computer Vision ndi GPU-kufulumira ntchito ntchito. onetsetsani kuti mapulogalamu anu ali CUDA thandizo ndi kuti wanu woyendetsa / runtime zigawo kugwirizana zosowa ntchito ntchito kwa Computer Vision.
GPU ma seva si opezeka kuti aperekebe. Tsopano mungagwiritse ntchito Computer Vision pa CPU yachikhalidwe, komwe imagwira ntchito mofulumira kuposa pa GPU: SSH mu ndi kuyendetsa pip install ultralytics && yolo detect predict model=yolov8x.pt source=image.jpg device=0.
VRAM zosowa kwa Computer Vision zimadalira mtundu wa mtundu ndi gulu; onetsetsani ntchito zamakono za ntchitoyi za anthu amakono.
Kugulitsa kwa GPU kudzatulutsidwa pamene ma seva a GPU angagwiritsidwe ntchito. Tiuzeni ngati mukufuna kumvetsetsa pamene izi zikuchitika.
Yai. Kawirikawiri VPS.org server amachokera ndi wonse root kulowa, kotero inu mukhoza kuyendetsa ena zipangizo mbali Computer Vision m'ma RAM ndi kusungirako server.
Gawo lililonse VPS.org wothandizira amachokera ndi wonse root SSH kulowa, kotero inu mukhoza kukhazikitsa oyendetsa, mabuku ndi Computer Vision koma inu muyenera.
Sichoncho. Palibe wothandizira amafika ndi CUDA runtime kapena NVIDIA woyendetsa preinstalled, ndi GPU othandizira sizilipo kuti aperekebe. Mumakhazikitsa Computer Vision zojambula zofunikira nokha.
Ndikoyenera. VPS.org ma seva ndi olimba olimba, osati opanda pake: Computer Vision mapangidwe, zosankha ndi deta zimakhazikika pa SSD yosungira server mpaka mutachotsa.
Kusunga ntchito deta pa SSD seva kwa kulowa mosavuta pamene Computer Vision kunyamula, ndi kukopera kumaliza artifacts (mawuwo, chiyambi, embeddings) ku osungirako kunja VPS.org; snapshots ndi zosunga zobwezeretsera azikhala pamodzi osungirako gulu.
Mukhoza kuwonjezera iliyonse VPS.org wothandizira kuti malire lalikulu kuchokera ku gulu la kuwongolera; resize imayambanso ndi Computer Vision kukhazikitsa wanu amapita. GPU othandizira si opezekabe.
Yes. Backups ndi wolipira add-on (tsiku ndi tsiku + 30% ya mtengo wa ndondomeko, anasunga masiku 7; tsiku ndi tsiku + 20%, anasunga masiku 28) ndi snapshots ndi ufulu, amene ndi zothandiza pamaso Computer Vision m'mbuyo m'mbuyo.
Mutha kulumikizana ndi thandizo m'masiku 30 a kugula kwanu koyamba kuti mupemphe kuti mubwezere ndalama. GPU servers sizikugulitsidwabe, chifukwa chake palibe GPU order.
Kutha kwa GPU ndi kocheperako. Tiuzeni za ntchito yanu ndipo tidzakuyankha ndi kuchuluka kwa ndalama zomwe zilipo.