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Get Pytorch models ready for production #29

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elcronos opened this issue Mar 22, 2020 · 0 comments
Open

Get Pytorch models ready for production #29

elcronos opened this issue Mar 22, 2020 · 0 comments
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cloud data science documentation Improvements or additions to documentation help wanted Extra attention is needed

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@elcronos
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We want to use Pytorch models as lambda functions using AWS.

However, we need to reduce the size of the model. One way of doing that is using caffe and ONIX.

TO-DO:

  • Create a script to convert a pytorch model to caffe using ONIX.
  • Right documentation on how to use the script, pytorch version need, etc.
  • Find if there is any alternative to reduce the size of a pytorch model for production
@elcronos elcronos added documentation Improvements or additions to documentation help wanted Extra attention is needed data science cloud labels Mar 22, 2020
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Labels
cloud data science documentation Improvements or additions to documentation help wanted Extra attention is needed
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