Using tensorflow gpu on EC2 instance?












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I have been running models locally, and I was having trouble getting my GPU utilization set up, and I'm getting a new work laptop in a couple of weeks, so I thought in the meantime I'll just get a px.2 from amazon when I want to train the model faster. But my heart was fille with disappointment when it actually ran twice as slow! I would have thought px2 instances would come with this already set up? do I really need to go throguh the whole cuda cuDNN set up and maintain those anytime I want to set up a tensorflow deep learning instance?









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    $begingroup$


    I have been running models locally, and I was having trouble getting my GPU utilization set up, and I'm getting a new work laptop in a couple of weeks, so I thought in the meantime I'll just get a px.2 from amazon when I want to train the model faster. But my heart was fille with disappointment when it actually ran twice as slow! I would have thought px2 instances would come with this already set up? do I really need to go throguh the whole cuda cuDNN set up and maintain those anytime I want to set up a tensorflow deep learning instance?









    share









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      $begingroup$


      I have been running models locally, and I was having trouble getting my GPU utilization set up, and I'm getting a new work laptop in a couple of weeks, so I thought in the meantime I'll just get a px.2 from amazon when I want to train the model faster. But my heart was fille with disappointment when it actually ran twice as slow! I would have thought px2 instances would come with this already set up? do I really need to go throguh the whole cuda cuDNN set up and maintain those anytime I want to set up a tensorflow deep learning instance?









      share









      $endgroup$




      I have been running models locally, and I was having trouble getting my GPU utilization set up, and I'm getting a new work laptop in a couple of weeks, so I thought in the meantime I'll just get a px.2 from amazon when I want to train the model faster. But my heart was fille with disappointment when it actually ran twice as slow! I would have thought px2 instances would come with this already set up? do I really need to go throguh the whole cuda cuDNN set up and maintain those anytime I want to set up a tensorflow deep learning instance?







      deep-learning tensorflow gpu





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      asked 8 mins ago









      L XandorL Xandor

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