GKT training time

[venzino-han]

How long does it takes for GKT training?

Sharing other datasets training time of GKT might be helpful!

Thank you!

[meta-tabchen]

The training time of a machine learning model can be influenced by several factors, for example, the computational resources available (such as GPU type and the number of tasks running on one GPU) and the choice of hyperparameters. For your convenience, we have included the average training time (hours) with standard deviation for all models and datasets using the NVIDIA RTX A5000 GPU as a reference.

Model	Assist2009	Algebra2005	Bridge2006	NIPS34	Statics2011	Assist2015	POJ
DKT	0.03±0.02	0.10±0.07	0.68±0.46	0.10±0.13	0.06±0.04	0.30±0.27	0.51±0.46
DKT+	0.01±0.01	0.04±0.03	0.11±0.13	0.02±0.02	0.01±0.00	0.04±0.06	0.17±0.18
DKT-F	-	0.29±0.15	1.33±0.60	0.12±0.07	0.06±0.04	-	0.28±0.21
KQN	0.02±0.01	0.10±0.06	0.11±0.06	0.12±0.09	0.02±0.01	0.23±0.19	0.23±0.31
DKVMN	0.20±0.11	0.51±0.43	0.35±0.23	0.21±0.07	0.06±0.03	1.67±1.31	1.79±2.09
ATKT	0.08±0.05	0.10±0.06	0.20±0.07	0.21±0.08	0.03±0.01	0.37±0.39	0.42±0.42
GKT	7.07±5.52	10.92±7.08	27.22±15.67	13.62±9.67	5.67±2.91	16.39±11.90	31.40±21.48
SAKT	0.04±0.02	0.12±0.09	0.07±0.09	0.10±0.09	0.01±0.01	0.18±0.17	0.23±0.28
SAINT	0.03±0.02	0.06±0.07	0.16±0.17	0.39±0.44	0.04±0.03	0.30±0.24	0.10±0.07
AKT	0.08±0.07	0.45±0.50	0.33±0.31	0.17±0.11	0.03±0.02	0.39±0.23	0.32±0.21

[venzino-han]

@meta-tabchen thanks! It helps a lot.