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add DeepFlavour model in GraphDef format #10

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merged 1 commit into from Nov 14, 2017

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pablodecm
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This adds the DeepFlavour model transformed to a constant GraphDef format, produced by using https://www.tensorflow.org/api_docs/python/tf/graph_util/convert_variables_to_constants, which reduces significantly the memory overhead of loading the model (from O(100) MB to O(1) MB ) which is crucial for integration in cms-sw/cmssw#19893.

The changes in pablodecm/cmssw#9 are awaiting to be pushed once this is merged and available in IBs and allow to use this model format directly.

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A new Pull Request was created by @pablodecm (Pablo de Castro) for branch master.

@cmsbuild, @smuzaffar, @gudrutis, @mrodozov can you please review it and eventually sign? Thanks.
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external issue cms-sw/cmsdist#3572

pablodecm added a commit to pablodecm/cmssw that referenced this pull request Nov 13, 2017
@slava77
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slava77 commented Nov 14, 2017

@mrodozov @smuzaffar
this adds new files, which are also only a small fraction of what is already in this reco.
So, the integration should be rather trivial.
Please integrate early.
Thank you.

@mrodozov mrodozov merged commit d61125d into cms-data:master Nov 14, 2017
mrodozov added a commit to cms-sw/cmsdist that referenced this pull request Nov 14, 2017
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@slava77 , cms-sw/cmsdist#3573 is merged and should be available in 23h00 IBs tonight.

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slava77 commented Nov 14, 2017 via email

pablodecm added a commit to pablodecm/cmssw that referenced this pull request Nov 15, 2017
pablodecm added a commit to pablodecm/cmssw that referenced this pull request Nov 28, 2017
pablodecm added a commit to pablodecm/cmssw that referenced this pull request Dec 6, 2017
pablodecm added a commit to pablodecm/cmssw that referenced this pull request Jan 10, 2018
cmsbuild pushed a commit to cms-sw/cmsdist that referenced this pull request Jan 24, 2018
jmduarte pushed a commit to jmduarte/cmssw that referenced this pull request Jan 25, 2018
pablodecm added a commit to pablodecm/cmssw that referenced this pull request Jan 30, 2018
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5 participants