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MUSIC dataset experiment

Open ryohachiuma opened this issue 2 years ago • 1 comments

Hi, thank you for providing the awesome code in public! I have followed the preprocessing steps and run the following command to train the model on the MUSIC dataset.

python train.py -o exp/music -t data/MUSIC/solo/train.csv -v data/MUSIC/solo/val.csv --image_model clipsepnit

However, the validation loss did not decrease. Could you share the training scripts for the MUSIC dataset?

step,train_loss,val_loss
10000.000000,0.135361,0.002254,0.000003
20000.000000,0.117345,0.004001,0.000024
30000.000000,0.106620,0.003101,0.000002
40000.000000,0.101036,0.001311,0.000001
50000.000000,0.097306,0.004897,0.000001
60000.000000,0.095004,0.002296,0.000004
70000.000000,0.091312,0.003287,0.000001
80000.000000,0.090387,0.011014,0.000000
90000.000000,0.086588,0.004957,0.000000
100000.000000,0.086544,0.006983,0.000000
110000.000000,0.086237,0.005147,0.000000
120000.000000,0.087733,0.004942,0.000000
130000.000000,0.084574,0.005230,0.000003
140000.000000,0.085653,0.005045,0.000000
150000.000000,0.085149,0.007155,0.000001
160000.000000,0.084418,0.006123,0.000003
170000.000000,0.082859,0.007412,0.000000
180000.000000,0.085397,0.004867,0.000002
190000.000000,0.083519,0.006751,0.000006
200000.000000,0.084105,0.008854,0.000006

Thank you in advance.

ryohachiuma avatar Aug 25 '23 02:08 ryohachiuma

@naoya-takahashi-sony just in case, I mention you..

ryohachiuma avatar Aug 27 '23 15:08 ryohachiuma