Kukulitsa ndi kuyesa CUDA mapulogalamu pa NVIDIA Tesla P40 (24 GB VRAM, Pascal architecture). Mumayika CUDA Toolkit mtundu mukufuna. GPU ma seva si oyenera; tiuzeni kuti adziwidwe pamene iwo ndi.
$ apt install nvidia-cuda-toolkit && nvcc hello_cuda.cu -o hello_cuda && ./hello_cuda
# Mfano wa kukhazikitsa lamulo
CUDA ndi NVIDIA's parallel computing platform.A GPU server ikupatsani CUDA environment yolemba, kuyesa ndi kuyerekezera GPU code pa Pascal (compute capability 6.1) GPU.
Tsatirani nvcc, CUDA mabuku ndi profiling zipangizo mu mtundu wanu code ziyembekezo.
Kukhazikitsa cuDNN kwa deep learning primitives.
Profile ndi debug GPU code ndi NVIDIA Nsight.
Sankhani aliyense woyendetsa, CUDA mtundu kapena chida chaukadaulo.
CUDA Development akhoza kugwiritsa ntchito NVIDIA GPU kuti afulumizitse ntchito yake. VPS.org GPU ma seva si angathe kulandira; tiuzeni kuti mudziwe pamene iwo ndi. CUDA Development ndi GPU-kufulumira ntchito ntchito. onetsetsani kuti mapulogalamu anu ali CUDA thandizo ndi kuti wanu woyendetsa / runtime zigawo kugwirizana zosowa ntchito ntchito kwa CUDA Development.
GPU ma seva si opezeka kuti aperekebe. Tsopano mungagwiritse ntchito CUDA Development pa CPU yachikhalidwe, komwe imagwira ntchito mofulumira kuposa pa GPU: SSH mu ndi kuyendetsa apt install nvidia-cuda-toolkit && nvcc hello_cuda.cu -o hello_cuda && ./hello_cuda.
VRAM zosowa kwa CUDA Development 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 CUDA Development m'ma RAM ndi kusungirako server.
Gawo lililonse VPS.org wothandizira amachokera ndi wonse root SSH kulowa, kotero inu mukhoza kukhazikitsa oyendetsa, mabuku ndi CUDA Development koma inu muyenera.
Sichoncho. Palibe wothandizira amafika ndi CUDA runtime kapena NVIDIA woyendetsa preinstalled, ndi GPU othandizira sizilipo kuti aperekebe. Mumakhazikitsa CUDA Development zojambula zofunikira nokha.
Ndikoyenera. VPS.org ma seva ndi olimba olimba, osati opanda pake: CUDA Development mapangidwe, zosankha ndi deta zimakhazikika pa SSD yosungira server mpaka mutachotsa.
Kusunga ntchito deta pa SSD seva kwa kulowa mosavuta pamene CUDA Development 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 CUDA Development 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 CUDA Development 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.