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roastedkitten

GPU For Tensorflow GTX 1080 TI or RTX 2070 S

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Posted · Original PosterOP

What's should GPU I choose for deep learning using tensorflow, RTX 2070 S, or GTX 1080 TI ?, that price is almost same

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2070S I'd say, since you're getting hardware actually dedicated for deep learning right on the GPU.


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48 minutes ago, roastedkitten said:

What's should GPU I choose for deep learning using tensorflow, RTX 2070 S, or GTX 1080 TI ?, that price is almost same

2070 Super due to the tensor cores (remember to enable mixed-precision).

The 1080Ti is only worth if you really need the extra 3gb of vram in FP32.

 

30 minutes ago, Electronics Wizardy said:

According to this https://lambdalabs.com/blog/2080-ti-deep-learning-benchmarks/

 

The 1080ti is a bit faster than the 2080, so it should be faster than a 2070s.

 

ALso you get more vram on the 1080ti aswell.

That's only for FP32, with FP16 the tensor cores give a massive boost in performance, while also halving the vram requirements for your dataset.


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