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MLPerf Review

1

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Very good

Revainrating 4 out of 5Β Β 
RatingΒ 
4.0
Artificial Intelligence, Machine Learning Operationalization

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Description of MLPerf

A broad ML benchmark suite for measuring performance of ML software frameworks, ML hardware accelerators, and ML cloud platforms.

Reviews

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Type of review

Revainrating 4 out of 5

great service to use when trying to understand what your model is doing!

The ability to evaluate different algorithms in terms of accuracy / speed with respect to data sets or even other models that are created by others is great! We can use this service as baseline results if we have no idea what our model should be doing at all because it's not working well enough but they do provide us some guidance so its nice! I personally dislike how there isn't any way you could easily compare your own algorithm against their provided ones - maybe thats just me though? Also…

Pros
  • Accuracy testing for various datasets.
  • Easy upload system compared most services i've seen
  • Ability get suggestions from multiple sources suchas google tensorflow, fastai librariesetc.all within 1 place :)
Cons
  • Can take ages uploading files onto server.
  • Would love additional information about each item uploaded including details regarding size& type