Kodesha GPU ya NVIDIA RTX 2080 Ti ifite 11 GB VRAM
Kodesha seriveri za GPU cloud za RTX 2080 Ti ku isaha kuri Cloudj: 11 GB VRAM, NVIDIA Turing na hafi 14.6 TFLOPS FP32 hamwe na 501 GB/s ya bandwidth ya memori. Ni yo karita ikomeye kurusha izindi z'abakoresha ya Turing, ihitamo ryiza kandi ry'ingirakamaro ku bateza imbere porogaramu bakoresha za LLM za 13B kuri 4-bit, SD 1.5 na SDXL, hamwe no gutoza kuri FP16 ku mbibi z'umuriro za 250 W. Hitamo template ya ComfyUI, Ollama cyangwa PyTorch maze wihuze unyuze kuri SSH.
Ibiranga RTX 2080 Ti
VRAM kuri buri GPU
11 GB
Ubwubatsi
NVIDIA Turing
Ubushobozi bwo kubara
7.5
Imibare ya FP32
≈ 14.6 TFLOPS
Umuvuduko w'ububiko (Bandwidth)
≈ 501 GB/s
Ingufu ntarengwa
250 W
Imibare yatanzwe n'uwatanze seriveri ku mashini ziriho ubu; imikorere nyakuri iratandukana bitewe na mashini.
Imiterere n'ibiciro bya RTX 2080 Ti bihari ako kanya
Ibihari n'ibiciro bihora bivugururwa. Igiciro cya nyuma cyemezwa mbere yo gutumiza.
Kodesha ubuIbyo ushobora gukorera kuri RTX 2080 Ti cloud GPU
Moderi za 13B kuri 4-bit
11 GB yakira moderi ya 13B kuri 4-bit cyangwa moderi ya 7B kuri 8-bit, kandi 501 GB/s ituma ibisubizo byihuta cyane.
SDXL hamwe no kunonosora memori
Koresha SDXL muri ComfyUI hamwe na FP16 n'umubare muto w'inyongera (add-ons).
Gutoza kuri FP16
Turing Tensor Cores na 14.6 TFLOPS FP32 biyigira ikarita ifite ubushobozi buhagije ku mirimo yo gutoza mito n'iciriritse.
Gupima ibipimo bya inference
Gereranya moteri nka vLLM, llama.cpp na TensorRT ku murongo fatizo uzwi wa Turing.
Ese RTX 2080 Ti niyo GPU ikwiriye imirimo yawe?
Hitamo RTX 2080 Ti mu iterambere rya porogaramu, gukora inference kuri moderi ntoya, n'imirimo yo gutoza iciriritse ikwirwa muri 11 GB ya VRAM. Hitamo GPU ifite memori nini kurushaho n'imiterere mishya ku mirimo yo gutoza migari cyangwa moderi zidafite quantization, cyangwa se manuka ukoreshe ikarita ntoya y'abakoresha isanzwe mu gukosora amakosa (debugging) y'ibanze.
RTX 2080 Ti ugereranyije n'izindi cloud GPU zisa nayo
| GPU | VRAM kuri buri GPU | Imibare ya FP32 | Ingufu ntarengwa | |
|---|---|---|---|---|
| NVIDIA RTX 2080 Ti | 11 GB | ≈ 14.6 TFLOPS | 250 W | |
| NVIDIA GTX 1080 Ti | 11 GB | ≈ 11 TFLOPS | 250 W | Ibisobanuro → |
| NVIDIA RTX 3060 laptop | 12 GB | ≈ 12.9 TFLOPS | 80 W | Ibisobanuro → |
| NVIDIA RTX 3060 | 12 GB | ≈ 12 TFLOPS | 170 W | Ibisobanuro → |
| NVIDIA Titan Xp | 12 GB | ≈ 11.7 TFLOPS | 160 W | Ibisobanuro → |
RTX 2080 Ti cloud GPU: Ibibazo bikunze kubazwa
Kodesha RTX 2080 Ti cloud GPU ku isaha
Hitamo template, hitamo imiterere ihari maze wihuze ukoresheje SSH cyangwa terminal ya browser. Kwishyuza bihagarara iyo usibye iyo GPU.