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ENCP / CNNdroid

Open Source Library for GPU-Accelerated Execution of Trained Deep Convolutional Neural Networks on Android
MIT License
539 stars 181 forks source link

PrepareModel function takes times #17

Closed joyyang1215 closed 7 years ago

joyyang1215 commented 7 years ago

When I load the CaffeNet Demo, the loading time is about 20 sec on SAMSUNG GALAXY S7. Is there any solution to solve this problem?

Or, anything I forgot to check?

latifisalar commented 7 years ago

Unfortunately, we can not speed up the loading time, we're using binary format to load them as fast as possible, and also trying to keep the data online during the whole application runtime to prevent numerous load times, but you can use NIN model which has the same accuracy as the CaffeNet but has much lower amount of data to be loaded, so the loading time should be shorter.

joyyang1215 commented 7 years ago

latifisalar, thank you so much.