Kireyso GPU NVIDIA Tesla P40 oo wata 24 GB VRAM
Kiro server-yada cloud GPU ee Tesla P40 saacad kasta gudaha Cloudj: 24 GB VRAM oo ku shaqeeya NVIDIA Pascal oo leh ku dhawaad 9.4 TFLOPS FP32 iyo xawaaraha xusuusta oo ah 257 GB/s. Waa hab jaban oo fudud oo lagu helo 24 GB oo xusuus ah si loo maamulo quantized LLM inference, mashruucyada xiisaha gaarka ah iyo shaqooyinka caadiga ah ee CUDA, iyadoo leh xaddid awoodeed oo ah 250 W. Hubi shuruudaha CUDA ee template-ka, ka bilow image-ka Ollama ama PyTorch oo kaga xirnow SSH.
Faahfaahinta farsamo ee Tesla P40
VRAM GPU kasta
24 GB
Qaab-dhismeedka
NVIDIA Pascal
Awoodda xisaabinta (Compute capability)
6.1
Xisaabinta FP32
≈ 9.4 TFLOPS
Xawaaraha xusuusta (Memory bandwidth)
≈ 257 GB/s
Xadka awoodda korontada
250 W
Qiyamka ay soo sheegeen bixiyaha kaabayaasha ee mashiinnada hadda liiska ku jira; waxqabadka dhabta ahi wuu ku kala duwanaan karaa mashiin kasta.
Habaynta tooska ah iyo qiimaha Tesla P40
Kaydka iyo qiimaha tooska ah, oo si joogto ah loo cusbooneysiiyo. Qiimaha ugu dambeeya waxaa la xaqiijiyaa ka hor intaadan dalban.
Kireyso haddaWaxa aad ku dhex wadi karto cloud GPU-ga Tesla P40
Quantized LLMs oo wata Ollama
24 GB waxay qaadaysaa noocyada GGUF ilaa ku dhawaad 30B oo cabbir ah (parameters) marka lagu jiro 4-bit, taas oo ah adeegsiga ugu fiican ee P40 maanta.
Wada-sheekaysi gaar ah iyo tijaabooyinka RAG
Ku dhex wad Ollama gudaha Open WebUI si aad u hesho kaaliye gaar ah oo ku dul shaqeeya dukumintiyadaada adigoon xog u dirin API.
Shaqooyinka caadiga ah ee FP32
Ku wad koodhadhkii hore ee CUDA, jilitaannada iyo tababarka FP32 ee aan ku tiirsanayn Tensor Cores.
Waxbarashada iyo shaqada koorsada
Si toos ah ugu tababaro server-yada GPU, drivers iyo CUDA adigoo haysta 24 GB oo xusuus ah oo loogu talagalay tijaabooyinka yaryar.
Tesla P40 ma yahay GPU-ga ku habboon culeyska shaqadaada?
Dooro Tesla P40 haddii baahidaada koowaad ay tahay 24 GB oo VRAM ah oo loogu talagalay inference u baahan xusuus badan ama hawlaha horumarinta halkaas oo awoodda xisaabinta ee hore ee Pascal ay kugu filan tahay. Dooro GPU ka cusub ama ka weyn haddii aad u baahan tahay xawaare xusuuseed oo sarreeya ama dardargelinta casriga ah ee tensor oo loogu talagalay tababarka culus, ama GPU ka yar haddii shaqadaadu isticmaasho xusuus yar.
Tesla P40 vs cloud GPU-yada la midka ah
| GPU | VRAM GPU kasta | Xisaabinta FP32 | Xadka awoodda korontada | |
|---|---|---|---|---|
| NVIDIA Tesla P40 | 24 GB | ≈ 9.4 TFLOPS | 250 W | |
| NVIDIA L4 | 22 GB | ≈ 24.2 TFLOPS | 72 W | Faahfaahin → |
| NVIDIA Tesla V100 | 16 GB | ≈ 12.5 TFLOPS | 300 W | Faahfaahin → |
| NVIDIA A100 PCIE | 40 GB | ≈ 15.6 TFLOPS | 250 W | Faahfaahin → |
| NVIDIA A100 SXM4 | 40 GB | ≈ 15.6 TFLOPS | 400 W | Faahfaahin → |
Cloud GPU-ga Tesla P40: su'aalaha inta badan la isweydiiyo
Kireyso cloud GPU-ga Tesla P40 saacaddii
Dooro template, xulo qaabeyn toos ah, kuna xirnow SSH ama terminal-ka browser-ka. Lacag-bixintu waxay joogsanaysaa marka aad tirtirto GPU-ga.