Uphuhliso novavanyo lweenkqubo ze-CUDA kwi-NVIDIA Tesla P40 (24 GB VRAM, uyilo lwePascal). Ufaka uguqulelo lwe-CUDA Toolkit ofunayo. Abancedisi be-GPU abakwazi ukuthengwa; qhagamshelana nathi ukuze uqinisekiswe xa bekhona.
$ apt install nvidia-cuda-toolkit && nvcc hello_cuda.cu -o hello_cuda && ./hello_cuda
# Umzekelo wofakelo lomyalelo
I-CUDA yi-NVIDIA's parallel computing platform. Umncedisi we-GPU ukunika indawo ncam kwi-CUDA ebhalwe, ivavanywe kwaye ivavanywe ikhowudi ye-GPU kwi-Pascal (ukwazi ukulinganisa 6.1) GPU.
Faka i nvcc, i CUDA iilayibrari kunye nezixhobo zokuchaza iprofayili kuhlobo lwekhowudi yakho efuna ukulifumana.
Faka i cuDNN yokufunda okunzulu i primitives.
Iprofayili nekhowudi ye-GPU yokususa ingxaki nge-NVIDIA Nsight.
Faka umqhubi, uguqulelo lwe CUDA okanye isixhobo sophuhliso.
CUDA Development inokusebenzisa i NVIDIA GPU ukukhawulezisa umsebenzi wayo. VPS.org GPU abancedisi abafumanekanga ukucela ngoku; qhagamshelana nathi ukuva xa bekhona. CUDA Development yi GPU- ekhawulezayo yomsebenzi oqhelekileyo. Qinisekisa ukuba udweliso lwenkqubo luxhaswe yi CUDA kwaye ukuba umqhubi wakho / uguqulelo lwexesha lokusebenza luhambelana neemfuno zomsebenzi womsebenzi we CUDA Development.
Abancedisi be-GPU abafumanekanga ukucela ngoku. Namhlanje ungaqhuba i-CUDA Development kwi-CPU eqhelekileyo, apho isebenza khona ngokucothayo kune-GPU: SSH ngaphakathi kwaye uqhube i-apt install nvidia-cuda-toolkit && nvcc hello_cuda.cu -o hello_cuda && ./hello_cuda.
Iimfuneko ze-VRAM ze-CUDA Development zixhomekeke kwimodeli kunye nobungakanani beqela; khangela ushicilelo lweprojekthi yemifanekiso yangoku.
Ixabiso le-GPU liza kupapashwa xa iiseva ze-GPU zingafunyanwa. Xhulumanisa nathi ukuba ufuna ukuva xa oku kwenzeka.
Ewe. Isincedisi ngasinye se-VPS.org sifika sinee-root access ezipheleleyo, ngoko ungaqhuba ezinye izixhobo kunye ne-CUDA Development ngaphakathi kwe-RAM yeseva kunye nokugcina.
Yonke i VPS.org umncedisi ifika nge root SSH unikezelo olupheleleyo, ngoko ungafaka abaqhubi, iincwadi ze CUDA Development nokuba ufuna njani.
Hayi. Akukho mncedisi ufika nexesha lokuqhuba le-CUDA okanye umqhubi we-NVIDIA ofakwe ngaphambili, kwaye abancedisi be-GPU abafumanekanga ukucela ngoku. Ufaka uguqulelo lwe-CUDA Development olufunayo ngokwakho.
Ewe. Abancedisi be-VPS.org basebenza njengezimatshini ezibonakalayo eziqhubekayo, azikho iziganeko ezikhawulezayo: iimodyuli ze-CUDA Development, iinkqubo zokumiselwa kwenkqubo kunye nedata zihlala kwi-SSD yokugcina yeseva de uzicime.
Gcina i-data esebenza kwi-SSD yomncedisi ukufikelela ngokukhawuleza ngexesha lokusebenza kwe-CUDA Development, kwaye ukope i-artifacts egqityiweyo (isisindo, u Generations, i-embeddings) ukugcinwa ngaphandle kwe-VPS.org; iifoto ezikhawulezayo kunye nokhuseleko luhlala kwiqela elinye lokugcina.
Unganyusa nayiphi na iseva ye-VPS.org ibe yinkqubo enkulu ukusuka kwiqela lenjongo yolawulo; ubungakanani obutsha buqala kwakhona kwaye ukufaka kwe-CUDA Development kugqitha. Iiseva ze-GPU azifumanekanga ngoku.
Ewe. Iindawo zokugcina zihlawulwe zidityaniswe (ngosuku +30% yexabiso lenkqubo, igcinwe iintsuku ezi-7; ngeveki +20%, igcinwe iintsuku ezi-28) kwaye iifoto ezikhawulezayo zikhululekile, eziluncedo phambi kwe CUDA Development ende iqhuba. Zonke zihlala kwiqela lokugcina elifanayo njengeseva.
Nxibelelana noncedo ngaphakathi kweentsuku ezingama-30 zokuthengiswa kwakho kokuqala ukuze ucele ubuyiselo. Iiseva ze-GPU azithengwanga, ngoko akukho mfuneko yokuthumela i-GPU.
Ubungakanani be-GPU bumiselwe. Sixelele malunga nobunzima bomsebenzi wakho kwaye siza kuphendula ngokufumaneka nokuthengiswa.