Hayi GPU na NVIDIA RTX 2070S mai 8 GB VRAM
Yi hayar sabobin girgije na GPU kirar RTX 2070S a kan kowane sa'a a Cloudj: 8 GB VRAM a kan NVIDIA Turing tare da kimanin 8.8 TFLOPS FP32 da 366 GB/s memory bandwidth. Ita ce katin Turing mai 8 GB mafi sauri a cikin jerinmu, wadda ta dace da masu haɓaka manhaja masu gudanar da SD 1.5, samfuran 7B LLMs da aka yi wa quantization, da gwajin horar da FP16 a iyakar ƙarfin wuta na 210 W. Zaɓi template, ɗauki tsarin RTX 2070S mai aiki kai tsaye, sannan ka haɗa ta hanyar SSH.
Bayanan fasaha na RTX 2070S
VRAM a kowace GPU
8 GB
Ginin fasaha
NVIDIA Turing
Ikon lissafi (Compute capability)
7.5
Lissafin FP32
≈ 8.8 TFLOPS
Gudun ƙwaƙwalwa (Bandwidth)
≈ 366 GB/s
Ƙayyadaddun wutar lantarki
210 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 RTX 2070S 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 yanzuAbubuwan da za ka iya gudanarwa a kan cloud GPU na RTX 2070S
Saurin sarrafa rukunin SD 1.5
8.8 TFLOPS FP32 da Tensor Cores suna haɓaka saurin sarrafa rukunin Stable Diffusion 1.5 a cikin ComfyUI.
Samfuran 7B a yanayin 4-bit
Gudanar da samfuran 7B–8B da aka matse (quantized) a cikin Ollama domin gwada manhajoji da rubutun umarni (prompts).
Gwajin CUDA da TensorRT
Gina da auna saurin lambobin inference a kan Turing (compute capability 7.5) a cikin sabar da ke fes.
Horar da ƙananan samfura
Horar da ƙananan samfuran gani (vision) ko na sauti tare da tsarin FP16 mixed precision.
Shin RTX 2070S ita ce GPU da ta dace da aikinku?
Zaɓi RTX 2070S domin aikin haɓaka manhaja, gano kuskure (debugging), da ayyukan inference marasa nauyi da suka dace da 8 GB na VRAM. Canza zuwa GPU mai ƙarin ƙwaƙwalwa da ƙarfin compute mafi girma domin horar da manyan samfura, ko kuma zaɓi katin amfani na yau da kullum mai ƙarancin wuta don gwaje-gwajen rubutun umarni (scripts) na asali.
RTX 2070S idan aka kwatanta da sauran cloud GPU
| GPU | VRAM a kowace GPU | Lissafin FP32 | Ƙayyadaddun wutar lantarki | |
|---|---|---|---|---|
| NVIDIA RTX 2070S | 8 GB | ≈ 8.8 TFLOPS | 210 W | |
| NVIDIA GTX 1080 | 8 GB | ≈ 7.8 TFLOPS | 130 W | Cikakken bayani → |
| NVIDIA RTX 2070 | 8 GB | ≈ 7.7 TFLOPS | 150 W | Cikakken bayani → |
| NVIDIA RTX 2060S | 8 GB | ≈ 7.5 TFLOPS | 175 W | Cikakken bayani → |
| NVIDIA GTX 1070 Ti | 8 GB | ≈ 7.4 TFLOPS | 180 W | Cikakken bayani → |
Cloud GPU na RTX 2070S: tambayoyin da aka fi yi
Yi hayar cloud GPU na RTX 2070S 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.