Shin GTX 1070 Ti tana da Tensor Cores?

A'a. Tsarin Pascal ba shi da Tensor Cores kuma ba shi da BF16, don haka horarwa mai mixed-precision ta FP16 ba ta da wani babban sauri. Ya fi aiki da kyau don ayyukan FP32, ƙananan samfura da kuma inference da aka matse (quantized).

Shin sabon PyTorch zai yi aiki a kan GTX 1070 Ti?

Ba a kowane lokaci ba. Yana da compute capability 6.1, kuma wasu sabbin gine-ginen CUDA da na framework ba sa goyon bayan Pascal. Samfuran (templates) Cloudj suna lissafa mafi ƙarancin nau'in CUDA da suke buƙata kuma suna ba da GPUs masu dacewa kawai, don haka duba samfurin kafin ka yi oda.

GTX 1070 Ti da RTX 3060 Ti?

Dukansu suna da 8 GB. RTX 3060 Ti tana da kusan 15.7 TFLOPS da 395 GB/s a kan Ampere tare da Tensor Cores, kusan ninki biyu na ƙarfin lissafi da bandwidth, don haka zaɓe ta don kowane aiki da ya wuce koyo da sauƙaƙan gwaje-gwaje.

Ta yaya zan guji biyan kuɗin lokacin da sabar ba ta aiki?

Cloudj tana cajin sabar da ake biya a kowane awa muddin tana aiki, kuma sabar da aka tsayar tana biyan kuɗin faifan ajiya (disk) kawai. Goge sabar da zarar ka gama don dakatar da duk wani caji.

GPU Cloud · NVIDIA · Pascal

Yi Hayar GPU ta NVIDIA GTX 1070 Ti Mai 8 GB VRAM

Yi hayar sabar cloud GPU ta GTX 1070 Ti a kowane awa a Cloudj: 8 GB VRAM, NVIDIA Pascal da kusan 7.4 TFLOPS FP32 don koyon CUDA da sauƙaƙan ayyukan inference. Katin ne mai sauƙin shiga ga ɗalibai, masu sha'awar fasaha da masu haɓaka software da ke gwada lambobin tsari (scripts), ƙananan samfura da SD 1.5 kafin kashe kuɗi a kan sabbin na'urori (193 GB/s, 180 W). Duba samfuran (templates) da ke goyon bayan Pascal, zaɓi tsarin da kake so, sannan ka haɗa ta SSH.

Yi hayar GTX 1070 Ti Duk GPUs

Bayanan fasaha na GTX 1070 Ti

VRAM a kowace GPU

8 GB

Ginin fasaha

NVIDIA Pascal

Ikon lissafi (Compute capability)

6.1

Lissafin FP32

≈ 7.4 TFLOPS

Gudun ƙwaƙwalwa (Bandwidth)

≈ 193 GB/s

Ƙayyadaddun wutar lantarki

180 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 GTX 1070 Ti 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 GTX 1070 Ti

Koyi CUDA da GPU Linux

Gwada saitunan drivers, nvidia-smi, gina CUDA da tushen PyTorch a kan ainihin sabar GPU ba tare da ka sayi na'ura ba.

Ƙananan samfuran LLM da aka matse (quantized)

Gudanar da samfuran GGUF na 3B–7B a 4-bit a cikin Ollama don gwaje-gwaje da tattaunawa irin ta offline.

Ƙirƙirar hotuna da SD 1.5

8 GB na iya gudanar da Stable Diffusion 1.5 a FP32 a daidaitattun ƙuduri (resolutions); zai ɗan yi jinkirin fitar da hotuna idan aka kwatanta da katunan RTX.

Ayyukan computer vision na gargajiya

Horar ko gudanar da masu rarraba CNN (classifiers), masu gano abubuwa (detectors) da samfuran OCR a kan ƙananan rumbun bayanai (datasets).

Shin GTX 1070 Ti ita ce GPU da ta dace da aikinku?

Zaɓi GTX 1070 Ti don sauƙaƙan ayyukan haɓaka software, ayyukan ilimi, da nauyin ayyukan inference da ke dacewa da 8 GB na VRAM kuma ke aiki a kan compute capability 6.1. Zaɓi GPU mai ƙarin VRAM da sabon tsarin gini (architecture) idan kana buƙatar daidaita manyan samfura (fine-tune), ko kuma ka zaɓi ƙaramin GPU idan ayyukan nuni na yau da kullum ko sauƙaƙan lissafi kawai kake buƙata.

GTX 1070 Ti idan aka kwatanta da sauran cloud GPU

GPU	VRAM a kowace GPU	Lissafin FP32	Ƙayyadaddun wutar lantarki
NVIDIA GTX 1070 Ti	8 GB	≈ 7.4 TFLOPS	180 W
NVIDIA RTX 2060S	8 GB	≈ 7.5 TFLOPS	175 W	Cikakken bayani →
NVIDIA RTX 2070	8 GB	≈ 7.7 TFLOPS	150 W	Cikakken bayani →
NVIDIA GTX 1080	8 GB	≈ 7.8 TFLOPS	130 W	Cikakken bayani →
NVIDIA RTX 3060 Ti	8 GB	≈ 15.7 TFLOPS	200 W	Cikakken bayani →

Cloud GPU na GTX 1070 Ti: tambayoyin da aka fi yi

Yi hayar cloud GPU na GTX 1070 Ti 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 GTX 1070 Ti Duk GPUs