About the loss value

[lushunn]

When I usepython DeepTemporalClustering.py --heatmap False --dist_metric cid --dataset CBF --pool_size 8to train the DTC, no matter what dataset used, loss value always suddenly increases on the 8th epoch, looks like weight of Lr and Lc also change with epoch, which really confuses me Looking forward to your reply,thank you!

[sajinpgupta]

After 8th epoch the heatmap loss weight increases from 0.1 to 0.9. This increases the heatmap loss weightage and overall loss value can be high. Hope this helps

[sajinpgupta]

    if epoch > self.finetune_heatmap_at_epoch:
        print('On epoch end fine tune heatmap', self.finetune_heatmap_at_epoch)
        K.set_value(self.heatmap_loss_weight, self.final_heatmap_loss_weight)