Kireyso GPU NVIDIA Tesla V100 oo wata 16 GB VRAM
Kiro server-yada cloud GPU ee Tesla V100 saacad kasta xagga Cloudj: 16 GB VRAM, NVIDIA Volta iyo bandwidth-ka xusuusta oo ku dhow 780 GB/s oo leh 12.5 TFLOPS FP32. V100 waxay keentay Tensor Cores waxayna weli tahay kaadh datacenter oo awood badan oo loogu talagalay tababarka FP16 mixed-precision, dib-u-soo-saarka cilmi-baarista iyo inference dhexdhexaad ah oo ku socda xadka tamarta ee 300 W. Dooro template PyTorch ah, hubi shuruudaha CUDA oo kaga xirnow SSH.
Faahfaahinta farsamo ee Tesla V100
VRAM GPU kasta
16 GB
Qaab-dhismeedka
NVIDIA Volta
Awoodda xisaabinta (Compute capability)
7
Xisaabinta FP32
≈ 12.5 TFLOPS
Xawaaraha xusuusta (Memory bandwidth)
≈ 780 GB/s
Xadka awoodda korontada
300 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 V100
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 V100
Tababarka FP16 mixed-precision
Volta Tensor Cores waxay dedejiyaan tababarka FP16 ee CNN-yada, transformers yaryar iyo moodooyinka codka.
Dib-u-soo-saar natiijooyinka la daabacay
Waraaqo cilmi-baaris iyo baselines badan ayaa lagu tababaray V100s; dib ugu socodsii isla qaab-dhismeedka si aad u hesho natiijooyin la barbar-dhigi karo.
7B LLMs oo quantized ah
16 GB waxay ku socodsiisaa moodooyinka 7B–8B heerka 8-bit ama moodooyinka heerka 13B heerka 4-bit tijaabinta iyo adeeg bixinta fudud.
HPC iyo xisaabinta sayniska
Bandwidth-ka 780 GB/s wuxuu caawiyaa simulations-ka, solvers-ka iyo koodhadhka sayniska ee ku tiirsan xusuusta.
Tesla V100 ma yahay GPU-ga ku habboon culeyska shaqadaada?
Tesla V100 16 GB waxay ku habboon tahay cilmi-baarayaasha iyo horumariyayaasha u baahan bandwidth xusuuseed sare oo loogu talagalay moodooyinka yaryar ilaa dhexdhexaadka ah iyo hawlaha sayniska iyaga oo aan bixin qiimaha qalabka cusub ee datacenter-ka. Dooro GPU consumer ka yar horumarinta aasaasiga ah ee baahida xusuustu yar tahay, ama u gudub GPU jiil cusub oo leh VRAM ka weyn haddii moodooyinkaagu ka badan yihiin 16 GB ama ay u baahan yihiin astaamo qaab-dhismeed cusub oo ka baxsan compute capability 7.0.
Tesla V100 vs cloud GPU-yada la midka ah
| GPU | VRAM GPU kasta | Xisaabinta FP32 | Xadka awoodda korontada | |
|---|---|---|---|---|
| NVIDIA Tesla V100 | 16 GB | ≈ 12.5 TFLOPS | 300 W | |
| NVIDIA L4 | 22 GB | ≈ 24.2 TFLOPS | 72 W | Faahfaahin → |
| NVIDIA Tesla P40 | 24 GB | ≈ 9.4 TFLOPS | 250 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 V100: su'aalaha inta badan la isweydiiyo
Kireyso cloud GPU-ga Tesla V100 saacaddii
Dooro template, xulo qaabeyn toos ah, kuna xirnow SSH ama terminal-ka browser-ka. Lacag-bixintu waxay joogsanaysaa marka aad tirtirto GPU-ga.