L40S ko A100: wanne ya fi dacewa da aikina?

An nuna L40S da karin FP32 (73.3 vs 15.6 TFLOPS) da karin VRAM (45 vs 40 GB), don haka ya yi fice wajen kirkirar hotuna da rendering. A100 kuma yana da bandwidth mafi girma (1313 vs 626 GB/s), wanda ke taimakawa wajen rarraba da gabatar da LLM ga masu amfani da yawa a lokaci guda.

Shin L40S na iya gudanar da samfurin 70B?

Sai dai kawai da quantization mai karfi, kuma zai matsu sosai. 70B a 4-bit na daukar kusan 35–40 GB, yana barin dan kankanin fili don context. Don aiki mai sauki da kwanciyar hankali da 70B, yi amfani da katin 80 GB ko mafi girma.

Yaya kwatancen L40S yake da RTX 4090?

Tsara daya ce ta Ada Lovelace. RTX 4090 tana da dan karin FP32 (81.4 TFLOPS) da bandwidth (879 GB/s), amma L40S ta kusan ninka memory sau biyu, 45 GB idan aka kwatanta da 24 GB, wanda ke da muhimmanci sosai ga manyan samfura da fage.

Wadanne templates zan iya amfani da su a kan L40S a Cloudj?

PyTorch, vLLM, SGLang, Ollama tare da Open WebUI, Unsloth da ComfyUI, hade da Ubuntu desktop a cikin browser. Kowane template yana lissafa bukatunsa na CUDA da VRAM.

GPU Cloud · NVIDIA · Ada Lovelace

Yi Hayar GPU ta NVIDIA L40S Mai 45 GB VRAM

Yi hayar sabobin cloud GPU na L40S a duk sa'a a Cloudj: 45 GB VRAM, Ada Lovelace da kusan 73.3 TFLOPS FP32 don generative AI, rendering da LLM inference. Zabi ne mai karfi ga masu kirkira da kungiyoyin AI da ke bukatar babban frame buffer tare da karfin lissafi mai yawa, a kan iyakar karfin wutar 350 W da bandwidth na 626 GB/s. Zabi template na ComfyUI, vLLM ko PyTorch, dauki L40S mai aiki sannan ka hada ta hanyar SSH.

Yi hayar L40S Duk GPUs

Bayanan fasaha na L40S

VRAM a kowace GPU

45 GB

Ginin fasaha

NVIDIA Ada Lovelace

Ikon lissafi (Compute capability)

8.9

Lissafin FP32

≈ 73.3 TFLOPS

Gudun ƙwaƙwalwa (Bandwidth)

≈ 626 GB/s

Ƙayyadaddun wutar lantarki

350 W

Ƙimomin da mai samar da kayan aiki ya bayar don na'urorin da aka jera a yanzu; ainihin aikin ya bambanta dangane da na'ura.

Tsare-tsare da farashin L40S na yanzu

Kayan da ke akwai da farashin kai tsaye, ana sabunta su akai-akai. Ana tabbatar da farashin ƙarshe kafin ka yi oda.

Yi haya yanzu

Abubuwan da za ka iya gudanarwa a kan cloud GPU na L40S

Flux da kirkirar bidiyo

Gudanar da Flux a cikakken precision da ayyukan bidiyo masu nauyi a ComfyUI tare da isasshen fili don LoRAs, ControlNet da upscalers.

Quantized 30B–34B LLMs

45 GB na daukar samfurin aji na 30B mai 4-bit ko 8-bit tare da karin filin context don hira, agents ko RAG.

Rendering na path-traced a GPU

73.3 TFLOPS FP32 na kara saurin CUDA renderers, kuma 45 GB na rike manyan fage da textures a cikin memory.

Fine-tuning samfuran diffusion

Horar da LoRAs ko fine-tunes irin na DreamBooth don SDXL da Flux ba tare da rage resolution don ya dace ba.

Shin L40S ita ce GPU da ta dace da aikinku?

Zabi L40S lokacin da aikinka ke bukatar 45 GB na VRAM da ingancin datacenter, wanda ya zarce daidaitattun katunan na'ura na yau da kullum. Idan samfuranka na iya shiga cikin karancin memory, karamar workstation ko consumer GPU ta fi saukin kudi, yayin da manyan foundation models da ba a yi wa quantized ba ke bukatar datacenter GPU mai memory mafi girma.

L40S idan aka kwatanta da sauran cloud GPU

GPU	VRAM a kowace GPU	Lissafin FP32	Ƙayyadaddun wutar lantarki
NVIDIA L40S	45 GB	≈ 73.3 TFLOPS	350 W
NVIDIA A40	45 GB	≈ 29.9 TFLOPS	300 W	Cikakken bayani →
NVIDIA A100 PCIE	40 GB	≈ 15.6 TFLOPS	250 W	Cikakken bayani →
NVIDIA A100 SXM4	40 GB	≈ 15.6 TFLOPS	400 W	Cikakken bayani →
NVIDIA CMP 170HX	64 GB	≈ 12.1 TFLOPS	250 W	Cikakken bayani →

Cloud GPU na L40S: tambayoyin da aka fi yi

Yi hayar cloud GPU na L40S a kowace sa'a

Zaɓi samfuri, zaɓi tsari na kai tsaye, sannan ka haɗa ta SSH ko terminal na browser. Caji na tsayawa da zarar ka goge GPU ɗin.

Yi hayar L40S Duk GPUs