14 Commits

Author	SHA1	Message	Date
Andrea Pedrotti	a3e183d7fc	avoid duplicating model on gpu when earlystop is triggered	2023-03-14 11:22:00 +01:00
Andrea Pedrotti	57918ec523	save and load datasets as pkl	2023-03-10 12:40:26 +01:00
andreapdr	7d0d6ba1f6	log average metrics via wandb	2023-03-10 11:21:33 +01:00
andreapdr	5ef0904e0e	logging average metrics	2023-03-09 17:59:18 +01:00
andreapdr	7e1ec46ebd	improved wandb logging	2023-03-09 17:03:17 +01:00
Andrea Pedrotti	84dd1f093e	logging via wandb	2023-03-07 17:34:25 +01:00
andreapdr	7dead90271	logging via wandb	2023-03-07 14:20:56 +01:00
Andrea Pedrotti	0c9454cdd4	implemented multimodal pipeline; gFunDataset interface; fixed imports	2023-03-02 18:16:46 +01:00
Andrea Pedrotti	7041f7b651	fixed bug: we were applying sigmoid function 2 times when training the Attention-based aggregator	2023-02-14 14:28:17 +01:00
Andrea Pedrotti	7ed98346a5	fixed loading function for Attention-based aggregating function when triggered by EarlyStopper	2023-02-13 15:01:50 +01:00
Andrea Pedrotti	13ada46c34	attention-based aggregation function, first implementation, some hard-coded parameters	2023-02-10 18:29:58 +01:00
Andrea Pedrotti	3f3e4982e4	model checkpoint during training. Restore best model if earlystop is triggered	2023-02-10 11:37:32 +01:00
Andrea Pedrotti	dba2ed9c9c	Visual Transformer VGF	2023-02-09 16:55:06 +01:00
Andrea Pedrotti	6b75483b55	bulk upload after refactoring	2023-02-07 18:40:17 +01:00