conftrace_

dynamic batch size

2 papers

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Co-occurring keywords · papers mentioning both

batching strategy (1) efficient batching (1) batch size optimization (1) mini-batch training (1) variable-length input (1) gradient direction (1) transformer training (1) hyperparameter tuning (1) training efficiency (1) neural network optimization (1)

Papers

Speed up Training with Variable Length Inputs by Efficient Batching Strategies Interspeech 2021 Dynamically Adjusting Transformer Batch Size by Monitoring Gradient Direction Change ACL 2020