Kodesha GPU ya NVIDIA RTX 3060 Ti ifite 8 GB VRAM
Kodesha amaseriveri ya cloud GPU ya RTX 3060 Ti ku isaha kuri Cloudj: 8 GB VRAM, NVIDIA Ampere na hafi 15.7 TFLOPS FP32 hamwe na 395 GB/s by'umuvuduko wa memori (bandwidth). Ni ikarita yihuta ya 8 GB igenewe abadeveloper bakeneye umuvuduko wa Ampere kuri SD 1.5, 7B LLMs kuri 4-bit, za model z'iyerekwa (vision models) no gukora igerageza rya CUDA ku rugero rwa 200 W. Hitamo template yoroshye, hitamo RTX 3060 Ti ikora maze wihuze ukoresheje SSH.
Ibiranga RTX 3060 Ti
VRAM kuri buri GPU
8 GB
Ubwubatsi
NVIDIA Ampere
Ubushobozi bwo kubara
8.6
Imibare ya FP32
≈ 15.7 TFLOPS
Umuvuduko w'ububiko (Bandwidth)
≈ 395 GB/s
Ingufu ntarengwa
200 W
Imibare yatanzwe n'uwatanze seriveri ku mashini ziriho ubu; imikorere nyakuri iratandukana bitewe na mashini.
Imiterere n'ibiciro bya RTX 3060 Ti bihari ako kanya
Ibihari n'ibiciro bihora bivugururwa. Igiciro cya nyuma cyemezwa mbere yo gutumiza.
Kodesha ubuIbyo ushobora gukorera kuri RTX 3060 Ti cloud GPU
Gukora amafoto byihuse kuri SD 1.5
15.7 TFLOPS hamwe na Ampere Tensor Cores bituma amatsinda (batches) ya SD 1.5 yihuta muri 8 GB.
7B LLMs kuri 4-bit
Koresha za model 7B–8B ziri quantized muri Ollama mu rwego rwo gukora prompt engineering n'amagerageza ya porogaramu.
Inference ya computer vision
Tanga serivisi za model zo gutahura zimeze nka YOLO, segmentation na OCR zifite ubukererwe bwo hasi (low latency).
Igerageza rya kodi rya BF16
Gerageza za training loop za BF16 kuri Ampere mbere yo kuzikoresha kuri za GPU nini cyane.
Ese RTX 3060 Ti niyo GPU ikwiriye imirimo yawe?
Hitamo RTX 3060 Ti ku bw'imirimo y'iterambere, gukora prototypes, n'imirimo ya inference ikwira muri 8 GB ya VRAM. Hitamo GPU ifite memori irenzeho niba za model zawe cyangwa ubunini bwa batch birenze 8 GB, cyangwa uhitemo GPU isanzwe ntoya ku mirimo y'ibanze yo kwerekana amashusho cyangwa imirimo miciriritse ya compute.
RTX 3060 Ti ugereranyije n'izindi cloud GPU zisa nayo
| GPU | VRAM kuri buri GPU | Imibare ya FP32 | Ingufu ntarengwa | |
|---|---|---|---|---|
| NVIDIA RTX 3060 Ti | 8 GB | ≈ 15.7 TFLOPS | 200 W | |
| NVIDIA RTX 3070 | 8 GB | ≈ 19.8 TFLOPS | 220 W | Ibisobanuro → |
| NVIDIA RTX 2070S | 8 GB | ≈ 8.8 TFLOPS | 210 W | Ibisobanuro → |
| NVIDIA GTX 1080 | 8 GB | ≈ 7.8 TFLOPS | 130 W | Ibisobanuro → |
| NVIDIA RTX 2070 | 8 GB | ≈ 7.7 TFLOPS | 150 W | Ibisobanuro → |
RTX 3060 Ti cloud GPU: Ibibazo bikunze kubazwa
Kodesha RTX 3060 Ti cloud GPU ku isaha
Hitamo template, hitamo imiterere ihari maze wihuze ukoresheje SSH cyangwa terminal ya browser. Kwishyuza bihagarara iyo usibye iyo GPU.