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你好,尝试了你的模型压缩中的知识蒸馏,的确知识蒸馏能提高学生网络的精度,但是训练保存的model文件还是很大呀,而且教师网络越大,最后蒸馏模型训练后得到的权重文件也越大。 about model_compression HOT 1 CLOSED

chengshengchan avatar chengshengchan commented on July 22, 2024
你好,尝试了你的模型压缩中的知识蒸馏,的确知识蒸馏能提高学生网络的精度,但是训练保存的model文件还是很大呀,而且教师网络越大,最后蒸馏模型训练后得到的权重文件也越大。

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Comments (1)

chengshengchan avatar chengshengchan commented on July 22, 2024

The weights of teacher model will be preserved during training procedure.
In testing time, the student network can be used independently.

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