Hi,


I am not sure what is meant without initialization. But for example with one seed I get an AUC (BCE Loss of 0.48) of 0.88 and with a different one an AUC (BCE Loss of 0.41) of 0.91. So the loss is actually more concerning to me than the AUC.


It a Graph Convolution Network


That could be indeed a issue because I removed for some layers the batch-norm as it provided better results.


I will have a look at the Xavier init


Thanks for the reply