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Cloud
Deep Learning
Neutral network
What are the best cloud solutions for deep learning?
4
Options
Considered
10
User
Recs.
Mar 3, 2021
Last
Updated
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4
Options
Considered
Best cloud solutions for deep learning
Price
Server locations
ISOs
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Amazon Web Services
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-
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Google Cloud Platform
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US East, US West, US Central, Asia, Europe
Ubuntu, RHEL, CentOS, Debian, Container-optimized OS, CoreOS, Custom
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FloydHub
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-
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CLICK AI
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-
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See Full List
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Amazon Web Services
My Rec
ommendation
for
Amazon Web Services
My Recommendation for
Amazon Web Services
All
4
Pros
3
Cons
1
Top
Pro
•••
Upon-demand and reserved instances
You can choose the one that suits your use and save money. Reserved instances are cheaper, but you have to pay all the time. Upon demand instances are more expensive, but you only pay when you need them.
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Top
Con
•••
Pay per hour
AWS has a pay per hour system. This means that after 2 hours and 1 minute of using the service, you are charged for 3.
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Top
Pro
•••
Spot instances
AWS lets you use their spare capacity for very cheap prices. Usually you have to bid on spot instances.
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Top
Pro
•••
Has a free trial and a free tier
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Hide
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Get it
here
Recommend
3
1
--
Google Cloud Platform
My Rec
ommendation
for
Google Cloud Platform
My Recommendation for
Google Cloud Platform
All
6
Pros
4
Cons
1
Specs
Top
Pro
•••
Easy to use
GCP is relatively easy to use, at least when compared to AWS(Amazon Web Services).
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Top
Con
•••
Limited sql database options
Google Cloud SQL has a predefined MySQL setup and it's automatically managed. It's easy to use, but may limit the functionality.
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Specs
Server locations:
US East, US West, US Central, Asia, Europe
ISOs:
Ubuntu, RHEL, CentOS, Debian, Container-optimized OS, CoreOS, Custom
Virtualization:
KVM
Cloud Storage:
Yes
See All Specs
Top
Pro
•••
Free credit
New users are given $300 free credit for the first 12 months.
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Top
Pro
•••
Has a free tier
GCP has a free tier with its limitations.
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Top
Pro
•••
Pay per minute
You can pay per minute, so it's cheaper. When you're training for 2 hours and 1 minute, you are charged for 121 minutes, not 3 hours.
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Hide
See All
Get it
here
Recommend
2
1
--
FloydHub
My Rec
ommendation
for
FloydHub
My Recommendation for
FloydHub
All
2
Pros
2
Top
Pro
•••
Free plan
Their free plan gives you 20 hours of free CPU usage per month. However you can't use GPU computing and the CPU hours do not roll over to the next month.
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Top
Pro
•••
Very easy to use
If you just built your first neural network and you want to train it in the cloud, FloydHub is the best option out there. It's extremely easy to use.
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Hide
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here
Recommend
1
--
CLICK AI
My Rec
ommendation
for
CLICK AI
My Recommendation for
CLICK AI
All
4
Experiences
1
Pros
3
Top
Pro
•••
Supports many data formats
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HelpfulAtabey's Experience
CLICK AI is a great tool for creating AI models without coding, they support various types of data like databases, images, videos, etc. and the accuracy is higher than most other tools we tested.
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Top
Pro
•••
Easy interface
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Top
Pro
•••
Coding-free
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Hide
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Get it
here
Recommend
1
1
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