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SotA/Methodology/Stochastic Optimization/Penn Treebank (Character Level) 3x1000 LSTM - 500 Epochs

Stochastic Optimization on Penn Treebank (Character Level) 3x1000 LSTM - 500 Epochs

Metric: Bit per Character (BPC) (higher is better)

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#Model↕Bit per Character (BPC)▼AugmentationsPaperDate↕Code
1AdaBound2.863NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
2AdaShift1.274NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
3AdamW1.23NoDomain-independent Dominance of Adaptive Methods2019-12-04Code
4AvaGrad1.175NoDomain-independent Dominance of Adaptive Methods2019-12-04Code