Running your models in production with TensorFlow Serving

Re:Running your models in production with TensorFlow Serving by curiousfiddler on Tuesday February 16, 2016 @07:41PM (#11114297)

I'm not sure if TensorFlow already provides that, but it would also be pretty awesome to access some of Google's data sets to train the models.

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Re:Running your models in production with TensorFlow Serving by nl on Tuesday February 16, 2016 @09:31PM (#11114812)

Which data are you after? The ImageNet data is public and they released the pretrained model.

They've promised to release (or already have released) the models for Exploring the Limits of Language Modeling[1] which was trained on the 1 B Word Benchmark corpus[2] which is also public data.

Note that for these, the trained models are often more immediately useful. The language modelling model was trained for 3 weeks on 32 Tesla K40s. That's not something many can replicate casually.

[1] http://arxiv.org/pdf/1602.02410v2.pdf

[2] http://www.statmt.org/lm-benchmark/

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Re:Running your models in production with TensorFlow Serving by barneso on Tuesday February 16, 2016 @09:00PM (#11114647)

They do provide some very useful pre-trained models, eg the full parameter set for their Inception model.

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