Ni iki nshobora gukoresha muri 6 GB ya VRAM?

Modeli za computer vision, za transformers nto, modeli za LLM zifite 3B ziri kuri 4-bit hamwe na SD 1.5 ku burebure buke bw'ishusho. Modeli za SDXL, Flux na 7B+ zikora neza kandi byoroshye kuri 12 GB cyangwa irengaho.

RTX A2000 na GTX 1660 Ti bitandukaniye he?

Zombi zifite 6 GB. RTX A2000 ikoresha Ampere ifite hafi 11.2 TFLOPS FP32 n'ubufasha bwa BF16, ugereranyije na 5.3 TFLOPS kuri Turing ya GTX 1660 Ti; bivuze ko yikubye hafi kabiri mu muvuduko kuri FP32.

Ese RTX A2000 irakwiriye serivisi zikora zihoraho (always-on)?

Ku modeli nto, yego: gukoresha umuriro udarenga 70 W bituma iba amahitamo meza ku ma endpoint yoroheje y'amashusho cyangwa inyandiko adakeneye GPU nini cyane.

Nahuza nte na seriveri yanjye ya RTX A2000 kuri Cloudj?

Koresha SSH hamwe n'urufunguzo rwawe, akadirishya k'amabwiriza (terminal) muri mushakisha muri console, cyangwa ifishi ya Ubuntu desktop niba ushaka kureba imiterere y'amashusho.

GPU Cloud · NVIDIA · Ampere

Kodesha GPU ya NVIDIA RTX A2000 ifite 6 GB VRAM

Kodesha seriveri za GPU cloud za RTX A2000 ku isaha kuri Cloudj: VRAM ya 6 GB, tekinoroji ya Ampere na hafi 11.2 TFLOPS FP32 ku muriro udarenga 70 W. Ni GPU yabugenewe yoroheje ikwiranye n'abashakashatsi n'abiga bakeneye CUDA, gukoresha ubutumwa bwa AI bworoheje (inference) cyangwa mudasobwa y'ahakure ifite GPU aho kuba ububiko bunini bw'urwibutso. Hitamo ifishi ya PyTorch cyangwa iya desktop, hitamo ibigize seriveri yawe maze wihuze ukoresheje SSH.

Kodesha RTX A2000 GPU zose

Ibiranga RTX A2000

VRAM kuri buri GPU

6 GB

Ubwubatsi

NVIDIA Ampere

Ubushobozi bwo kubara

8.6

Imibare ya FP32

≈ 11.2 TFLOPS

Umuvuduko w'ububiko (Bandwidth)

≈ 247 GB/s

Ingufu ntarengwa

70 W

Imibare yatanzwe n'uwatanze seriveri ku mashini ziriho ubu; imikorere nyakuri iratandukana bitewe na mashini.

Imiterere n'ibiciro bya RTX A2000 bihari ako kanya

Ibihari n'ibiciro bihora bivugururwa. Igiciro cya nyuma cyemezwa mbere yo gutumiza.

Kodesha ubu

Ibyo ushobora gukorera kuri RTX A2000 cloud GPU

Gukora porogaramu muri CUDA na PyTorch

Genzura kode kuri Ampere (ubushobozi bwa compute 8.6) ifite ubufasha bwa BF16, hanyuma wimurire iyo miterere imwe kuri GPU nini kurushaho.

Modeli ziciriritse na mudasobwa ibona (computer vision)

Koresha gutahura ibintu, gusoma inyandiko mu mashusho (OCR), gushyira mu byiciro na za modeli za LLM zifite 3B ziri kuri 4-bit muri 6 GB.

Mudasobwa yo kure ifite GPU (remote desktop)

Koresha ifishi ya Ubuntu desktop ku bikorwa byoroheje bya 3D, gukina amashusho cyangwa ibikoresho by'igishushanyo muri mushakisha (browser).

Kwigisha n'amahugurwa

Iha abanyeshuri GPU nyayo ya Ampere yo gukoreraho ku ma notebooks n'imyitozo, wishyure gusa amasaha yakoreshejwe.

Ese RTX A2000 niyo GPU ikwiriye imirimo yawe?

Hitamo RTX A2000 ku bikorwa byo gukosora kode bidatwara umutungo munini, gutegura imiterere ya sisitemu, no gukoresha modeli zoroheje zikwirwa muri 6 GB ya VRAM. Niba umurimo wawe urimo gutoza modeli nshya (training), kunoza modeli (fine-tuning), cyangwa gukoresha modeli nini zidakanyijwe, hitamo GPU ya mudasobwa z'akazi cyangwa ibigo by'amakuru (datacenter) ifite ububiko bunini n'ubushobozi buhanitse bwa compute.

RTX A2000 ugereranyije n'izindi cloud GPU zisa nayo

GPU	VRAM kuri buri GPU	Imibare ya FP32	Ingufu ntarengwa
NVIDIA RTX A2000	6 GB	≈ 11.2 TFLOPS	70 W
NVIDIA Q RTX 4000	8 GB	≈ 7.7 TFLOPS	125 W	Ibisobanuro →
NVIDIA RTX A4000	16 GB	≈ 20.6 TFLOPS	140 W	Ibisobanuro →
NVIDIA RTX 4500Ada	24 GB	≈ 38.2 TFLOPS	210 W	Ibisobanuro →
NVIDIA RTX PRO 4000	24 GB	≈ 44.3 TFLOPS	145 W	Ibisobanuro →

RTX A2000 cloud GPU: Ibibazo bikunze kubazwa

Kodesha RTX A2000 cloud GPU ku isaha

Hitamo template, hitamo imiterere ihari maze wihuze ukoresheje SSH cyangwa terminal ya browser. Kwishyuza bihagarara iyo usibye iyo GPU.

Kodesha RTX A2000 GPU zose