README.md

metadata

language: en
license: mit
library_name: pytorch

Knowledge Continuity Regularized Network

Trainer Hyperparameters:

• lr = 5e-05
• per_device_batch_size = 8
• gradient_accumulation_steps = 2
• weight_decay = 1e-09
• seed = 42

Regularization Hyperparameters

• numerical stability denominator constant = 0.001
• lambda = 0.01
• alpha = 2.0
• beta = 2.0

Extended Logs:

eval_loss	eval_accuracy	epoch
14.430	0.792	0.67
14.131	0.792	2.0
13.810	0.875	2.67
13.640	0.875	4.0
13.667	0.875	4.67
13.247	0.875	6.0
12.928	0.875	6.67