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Ask HN: Any affordable deep learning cloud service for practicing/experimenting?

27 点作者 febin大约 7 年前

9 条评论

pietz大约 7 年前
Crestle (<a href="https:&#x2F;&#x2F;www.crestle.com&#x2F;" rel="nofollow">https:&#x2F;&#x2F;www.crestle.com&#x2F;</a>): + super quick to setup + free trial no CC required o underlying GPUs are ok - more expensive than others<p>Google Colab (<a href="https:&#x2F;&#x2F;colab.research.google.com&#x2F;" rel="nofollow">https:&#x2F;&#x2F;colab.research.google.com&#x2F;</a>): + Free + Works as a plugin within Google Drive - Very limited hardware - Integration with data storage could be easier<p>I&#x27;m going to try Gradient as well. Paperspace has very competitive pricing and their new service seems to hit the nail in terms of ease of use vs control of settings. Any chance @dkobran has a coupon code to take it for a spin? :)
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paulbaumgart大约 7 年前
Colab from Google is worth a look: <a href="https:&#x2F;&#x2F;www.kdnuggets.com&#x2F;2018&#x2F;02&#x2F;fast-ai-lesson-1-google-colab-free-gpu.html" rel="nofollow">https:&#x2F;&#x2F;www.kdnuggets.com&#x2F;2018&#x2F;02&#x2F;fast-ai-lesson-1-google-co...</a>
Samin100大约 7 年前
We just launched Vectordash! (<a href="http:&#x2F;&#x2F;vectordash.com" rel="nofollow">http:&#x2F;&#x2F;vectordash.com</a>) Someone mentioned us earlier too - the fundamental idea behind it is that gradient descent should not be expensive and compute costs should never be the limiting factor in deep learning. Our GPU instances cost 5x less than AWS because we want <i>everyone</i> to be able to make progress in deep learning regardless of their budget.
starlord97大约 7 年前
I’ve heard Floydhub is good too. <a href="https:&#x2F;&#x2F;www.floydhub.com&#x2F;pricing" rel="nofollow">https:&#x2F;&#x2F;www.floydhub.com&#x2F;pricing</a>
pretty_dumm_guy大约 7 年前
Recently there was a hacker news post about using gpus in mining rigs as gpu instances to perform deep learning.<p><a href="https:&#x2F;&#x2F;vectordash.com&#x2F;" rel="nofollow">https:&#x2F;&#x2F;vectordash.com&#x2F;</a><p>It seemed like a really cool idea. And the instances were pretty cheap.<p>Note: I am not sure if they solved the &quot;verification of solution&quot; problem yet.
dkobran大约 7 年前
Paperspace Cofounder here. We just launched Gradient, a really simple and affordable DL platform: <a href="https:&#x2F;&#x2F;paperspace.com&#x2F;gradient" rel="nofollow">https:&#x2F;&#x2F;paperspace.com&#x2F;gradient</a> Feel free to ping me with any questions.
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aashu_dwivedi大约 7 年前
I mostly use floydhub for its ease of use.<p>Colab from google lets you train over GPUs for upto 12 hours for free, However it takes a while to setting things up esp pytorch and I&#x27;m not a fan of the UI.
tpetry大约 7 年前
How about Google Cloud‘s Cloud Machine Learning Engine? They even provide 300$ free credits on registration.
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stealthcat大约 7 年前
Colab if you&#x27;re beginner