When testing a modified model I found this log:
upgrade_proto.cpp:77] Attempting to upgrade batch norm layers using deprecated params: model.caffemodel
upgrade_proto.cpp:80] Successfully upgraded batch norm layers using deprecated params.
What would you say are the implications of this?
I may have caused this since I've been experimenting with the filter pruning algorithm
Pruning Filters for Efficient ConvNets.(He
et.al., 2017) . As part of the algorithm, I performed surgery in pretrained model; cut out a portion of the conv weights and the corresponding wights if the BatchNorm and Scale layers that follow.
I dont trust my code is correct so Im worried the pruned model is corrupted somehow. Should I worry about this log?
Thanks!!