2 papers
cs.LG2023
Reduce Computational Complexity for Convolutional Layers by Skipping Zeros
Zhiyi Zhang, Pengfei Zhang, Zhuopin Xu +1
Convolutional neural networks necessitate good algorithms to reduce complexity, and sufficient utilization of parallel processors for acceleration. Within convolutional layers, the…
cs.LG2023
Dragon-Alpha&cu32: A Java-based Tensor Computing Framework With its High-Performance CUDA Library
Zhiyi Zhang, Pengfei Zhang, Qi Wang
Java is very powerful, but in Deep Learning field, its capabilities probably has not been sufficiently exploited. Compared to the Java-based deep-learning-frameworks, the Python-ba…