As someone who has a laptop with insufficient processing power, I am having a hard time trying to train my neural network models. So, I thought of Amazon Web Services as a solution. But I have a few questions. First of all, as far as I know, Amazon SageMaker supports TensorFlow. I could not understand if the service is free or not though. I have heard some people say that it is free for a specific time, others say that it is free unless you surpass a limit. I would be more than happy if someone could clarify or put forward other alternatives that would help me out.
Thanks a lot!
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90 次
3 回答
1
They have a free tier, and this is all well documented at https://aws.amazon.com/sagemaker/pricing/
于 2018-05-03T15:34:46.733 回答
1
Google cloud has similar options and they give $300 credit to developers. Since google is the creator of tensorflow, I am guessing their cloud would be the one most up to date the latest. Try it out.
于 2018-05-03T17:30:55.683 回答
1
You should look into EC2 Spot Instances.
There is a market for AWS computing resources with prices rising and falling with supply and demand. You can set a max price as long as you are flexible on the availability. When the prices fall (usually at night), you can take advantage of (big data) computing resources at 90% off.
https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/how-spot-instances-work.html
于 2018-05-03T20:52:48.153 回答