PruneTrain: Gradual Structured Pruning from Scratch for Faster Neural
arxiv.orgPublication: PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration. Published Jan 26, 2019.
- Published
- Jan 26, 2019
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DUCKQUANT / THE QUANT & AI DIRECTORY
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Publication: PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration. Published Jan 26, 2019.
Publication: AutoQ: Automated Kernel-Wise Neural Network Quantization. Published Feb 15, 2019.
Publication: Neural Network Pruning with Residual-Connections and Limited-Data. Published Nov 19, 2019.
Publication: BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search. Published Oct 25, 2019.
Efficient deep learning inference requires algorithm and hardware codesign to enable specialization: we usually need to change the algorithm to reduce memory fo
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