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Does tensorflow_scala support distributed training #174

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algorithmdog opened this issue Nov 13, 2019 · 2 comments
Open

Does tensorflow_scala support distributed training #174

algorithmdog opened this issue Nov 13, 2019 · 2 comments

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@algorithmdog
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I am using tensorflow_scala to train a model. The data is large and I want to use distributed training. Does tensorflow_scala support distributed training. If so, how can I get some documents and examples?
Thanks in advance.

@dwsmith1983
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@algorithmdog good question. It would great to be able to use this on a Spark cluster. I hope someone answers or looks into this since it hasn't been looked at in 4 months.

@eaplatanios
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Sorry for not responding earlier but I'm currently busy with multiple other projects and my graduation. In principle you should be able to implement a distributed trainer for your models relatively easily (especially if you're using data parallelism), but TF Scala does not provide any such pre-existing trainers.

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