Kireyso GPU NVIDIA L40S oo leh 45 GB VRAM
Kiro server-yada cloud GPU ee L40S saacadle ahaan Cloudj: 45 GB VRAM, Ada Lovelace iyo ku dhawaad 73.3 TFLOPS FP32 oo loogu talagalay generative AI, rendering iyo LLM inference. Waa doorasho xooggan oo ku habboon hal-abuurayaasha iyo kooxaha AI ee u baahan xusuus frame buffer ballaaran oo leh awood xisaabineed sare, isticmaalka korontada oo ah 350 W iyo bandwidth dhan 626 GB/s. Dooro template-ka ComfyUI, vLLM ama PyTorch, dooro L40S shaqeynaya oo kaga xirnow SSH.
Faahfaahinta farsamo ee L40S
VRAM GPU kasta
45 GB
Qaab-dhismeedka
NVIDIA Ada Lovelace
Awoodda xisaabinta (Compute capability)
8.9
Xisaabinta FP32
≈ 73.3 TFLOPS
Xawaaraha xusuusta (Memory bandwidth)
≈ 626 GB/s
Xadka awoodda korontada
350 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 L40S
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 L40S
Flux iyo soosaarista muuqaallada
Ku wad Flux saxnaansho buuxda (full precision) iyo howlaha fiidiyowga ee culus ComfyUI dhexdeeda adigoo haysta meel ku filan LoRAs, ControlNet iyo upscalers.
Moodellada LLM ee quantized ah ee 30B–34B
45 GB waxay qaadaysaa moodelka heerka 30B oo 4-bit ama 8-bit ah iyadoo meel bannaan oo context ah u reebaysa wada-sheekeysiga (chat), agents ama RAG.
Rendering-ka GPU ee path-traced
73.3 TFLOPS FP32 waxay dardargelisaa CUDA renderers, 45 GB-na waxay xusuusta ku haysaa muuqaallada waaweyn (scenes) iyo textures.
Fine-tuning-ka moodellada diffusion
Tababar LoRAs ama hababka fine-tuning ee DreamBooth oo loogu talagalay SDXL iyo Flux adigoon dhimin tayada muuqaalka (resolution) si ay u qaaddo.
L40S ma yahay GPU-ga ku habboon culeyska shaqadaada?
Dooro L40S marka culeyska shaqadaadu u baahan yahay 45 GB oo VRAM ah iyo kalsoonida xarumaha xogta (datacenter), adigoo ka gudbaya kaararka caadiga ah ee macaamiisha. Haddii moodelladaadu ku filan tahay xusuus yar, GPU yar oo workstation ama midka macaamiisha ayaa dhaqaale ahaan ka jaban, halka moodellada aasaasiga ah ee waaweyn ee aan ahayn unquantized ay u baahan yihiin datacenter GPU leh xusuus aad uga ballaaran.
L40S vs cloud GPU-yada la midka ah
| GPU | VRAM GPU kasta | Xisaabinta FP32 | Xadka awoodda korontada | |
|---|---|---|---|---|
| NVIDIA L40S | 45 GB | ≈ 73.3 TFLOPS | 350 W | |
| NVIDIA A40 | 45 GB | ≈ 29.9 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 → |
| NVIDIA CMP 170HX | 64 GB | ≈ 12.1 TFLOPS | 250 W | Faahfaahin → |
Cloud GPU-ga L40S: su'aalaha inta badan la isweydiiyo
Kireyso cloud GPU-ga L40S saacaddii
Dooro template, xulo qaabeyn toos ah, kuna xirnow SSH ama terminal-ka browser-ka. Lacag-bixintu waxay joogsanaysaa marka aad tirtirto GPU-ga.