ForestLayer is an efficient and scalable system for the training of deep forests. Better performance than gcForest with 7x to 20.9x speedup on a range of ...
In this paper, we present ForestLayer, which is an efficient and scalable deep forest system built on distributed task-parallel platforms. First, to improve the ...
In this paper, we present ForestLayer, which is an efficient and scalable deep forest system built on distributed task-parallel platforms. First, to improve the ...
In this paper, we present ForestLayer, which is an efficient and scalable deep forest system built on distributed task-parallel platforms. First, to improve the ...
ForestLayer: efficient training of deep forests on distributed task-parallel platforms. G Zhu, Q Hu, R Gu, C Yuan, Y Huang. Journal of Parallel and Distributed ...
To improve the computing performance of deep forest, ForestLayer proposes an efficient task-parallel algorithm S-FTA at a fine sub-forest granularity, but the ...
ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. by Guanghui Zhu, Qiu Hu, Rong Gu, Chunfeng Yuan, Yihua Huang. Show all.
Jul 25, 2018 · It provides rich easy-to-use data processing, model training modules to help researchers and engineers build practical deep forest learning ...
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Apr 25, 2024 · ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. J. Parallel Distributed Comput. 132: 113-126 (2019) ...
ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. Journal of Parallel and Distributed Computing (JPDC, CCF-B). Vol.132 ...