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deep-learninggpugpgpu
Tamilarasu Ulaganathan
Tamilarasu Ulaganathan

Reputation: 63

Need help in buying GPU for deep learning

I am in decision phase for deep learning machine I want to use for my learning. I want your guide in selecting best value GPU between cloud/on-premise.

PS. Right now I am evaluating performance of various GPUs, cloud GPUs in AWS with Kears Cifar10_cnn example. Below are 1 EPOCH results for some of them.

  1. Tesla k80 - 22 seconds
  2. Tesla v100 - 19s (Quiet slower than expected)
  3. Quadro K1100M - 120s (laptop)

Upvotes: 0

Views: 222

Answers (1)

Tamilarasu Ulaganathan
Tamilarasu Ulaganathan

Reputation: 63

I found this fantastic article answering my question. It has evaluations of various GPUs, cloud and on-premise. http://timdettmers.com/2017/04/09/which-gpu-for-deep-learning/

Read this blog if you want to build your own machine: http://timdettmers.com/2015/03/09/deep-learning-hardware-guide/

Upvotes: 1

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