matkowski-voy

Memory Replay increased GPU memory consumption after the first experience

2

Hi, I am not sure if this is expected behavior when I run experiment with Memory Replay plugin only, but after the first experience the GPU memory usage is increased...

Hi, It is related to #https://github.com/ContinualAI/avalanche/issues/1116 I think there is still something wrong because the `dist_loss ` is zero. It seems that for the case where `isinstance(self.prev_model, MultiTaskModule)` is True,...

Add a method to initialize dynamic modules from state_dict

4

Hi, **Training** I initialize `net=MTSimpleCNN()` and train this multi-task model with multi-head classifier on two tasks (one task per experience). After training the model has two heads. I save the...

LwF gradient backpropagation

4

Hi, I think that in LwF plugin in the penalty computation the gradient doesn't flow correctly in some cases ``` with torch.no_grad(): if isinstance(self.prev_model, MultiTaskModule): # output from previous output...