Kodesha GPU ya NVIDIA GTX 1660 S ifite 6 GB VRAM
Kodesha seriveri za GPU zo mu bicu za GTX 1660 S ku isaha kuri Cloudj: 6 GB VRAM kuri NVIDIA Turing ifite hafi 3.6 TFLOPS FP32 na 277 GB/s bya bandwidth ya memori. Ni ikarita idahenze igenewe abiga, gukora inference yoroheje na scripts zikoresha GPU zikwirwa muri 6 GB, ku muriro wa 125 W gusa. Hitamo template yoroheje ya PyTorch, hitamo GTX 1660 S ikora ako kanya maze wihuze ukoresheje SSH.
Ibiranga GTX 1660 S
VRAM kuri buri GPU
6 GB
Ubwubatsi
NVIDIA Turing
Ubushobozi bwo kubara
7.5
Imibare ya FP32
≈ 3.6 TFLOPS
Umuvuduko w'ububiko (Bandwidth)
≈ 277 GB/s
Ingufu ntarengwa
125 W
Imibare yatanzwe n'uwatanze seriveri ku mashini ziriho ubu; imikorere nyakuri iratandukana bitewe na mashini.
Imiterere n'ibiciro bya GTX 1660 S bihari ako kanya
Ibihari n'ibiciro bihora bivugururwa. Igiciro cya nyuma cyemezwa mbere yo gutumiza.
Kodesha ubuIbyo ushobora gukorera kuri GTX 1660 S cloud GPU
Kwiga imikorere ya GPU
Imenyereze gushyiraho CUDA, ibidukikije bya Python no gupakira moderi kuri GPU yihariye ya Turing.
Ama-LLM mato kuri 4-bit
Koresha moderi z'icyiciro cya 3B, cyangwa moderi zifunganye za 7B kuri 4-bit, binyuze kuri Ollama ku bwo gukora ibizamini byihuse.
Inference yoroheje y'amashusho
Tanga serivisi za moderi zo gutahura ibintu (detection), igabanywa (segmentation) cyangwa OCR zikenera GPU ariko zidakeneye memori nini.
Ibizamini by'ibanze bya pipeline
Genzura ko intambwe zo gutunganya mbere (preprocessing), inference n'ibisohoka bikora neza kuri GPU mbere yo kongera ubushobozi.
Ese GTX 1660 S niyo GPU ikwiriye imirimo yawe?
Hitamo GTX 1660 S ku bwo gutunganya porogaramu ku giciro gito, kugerageza kode, n'imirimo yoroheje ya inference ikwirwa muri 6 GB ya VRAM. Hitamo GPU ifite memori nini n'ubushobozi bwisumbuye bwo kubara niba ukeneye gukora fine-tuning kuri foundation models zigezweho cyangwa gukoresha imirimo minini idafite quantization, kuko iyi yo ari ihitamo ryoroheje ry'intangiriro.
GTX 1660 S ugereranyije n'izindi cloud GPU zisa nayo
| GPU | VRAM kuri buri GPU | Imibare ya FP32 | Ingufu ntarengwa | |
|---|---|---|---|---|
| NVIDIA GTX 1660 S | 6 GB | ≈ 3.6 TFLOPS | 125 W | |
| NVIDIA GTX 1070 Ti | 8 GB | ≈ 7.4 TFLOPS | 180 W | Ibisobanuro → |
| NVIDIA GTX 1080 | 8 GB | ≈ 7.8 TFLOPS | 130 W | Ibisobanuro → |
| NVIDIA GTX 1080 Ti | 11 GB | ≈ 11 TFLOPS | 250 W | Ibisobanuro → |
| NVIDIA GTX 1650 | 4 GB | ≈ undefined TFLOPS | W | Ibisobanuro → |
GTX 1660 S cloud GPU: Ibibazo bikunze kubazwa
Kodesha GTX 1660 S cloud GPU ku isaha
Hitamo template, hitamo imiterere ihari maze wihuze ukoresheje SSH cyangwa terminal ya browser. Kwishyuza bihagarara iyo usibye iyo GPU.