The speed between ImageDataLayer and LMDB data layer

Question

Caffe support LMDB data layer and ImageDataLayer. Create LMDB database from some dataset require some time and a lot of space. In contrast, ImageDataLayer only use a txt fi

Answer 1

Yes, the speed difference is indeed big. LMDB is optimized for high speed batch processing.