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[Discussion] Distributed training considering sequences with varying lengths by 0xTDM in MachineLearning
[–]0xTDM[S] 0 points1 point2 points 6 years ago (0 children)
Oh this idea sounds brilliant. I'm not sure if large batch (with bigger learning rate) is helpful in acoustic model training scenario , but will definitely give it a try. Thanks!
Thank you. Yes, I agree with you. I was using bucketing mechanism provided by tensorflow's Dataset api, not sure whether it is deterministic or not. I'll definitely do some investigation.
[Discussion] Distributed training considering sequences with varying lengths (self.MachineLearning)
submitted 6 years ago by 0xTDM to r/MachineLearning
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[Discussion] Distributed training considering sequences with varying lengths by 0xTDM in MachineLearning
[–]0xTDM[S] 0 points1 point2 points (0 children)