Upload 11 files

swin_b_mel_16cls_2024-01-11_20-32-43/acc.csv

@@ -0,0 +1,41 @@
+tra_acc_list,val_acc_list,lr_list
+18.237113402061855,17.48693978553753,0.001
+19.924398625429554,19.5215837228485,0.001
+27.0,26.972779763541382,0.001
+31.690721649484537,30.767115754742917,0.001
+34.59450171821306,35.6887544679681,0.001
+38.98281786941581,37.97085510035744,0.001
+44.39518900343643,42.12262854000549,0.001
+47.893470790378004,46.68682980478416,0.001
+52.10996563573883,51.883420401429746,0.001
+52.5807560137457,50.0687379708551,0.001
+56.05154639175258,54.79791036568601,0.001
+59.979381443298976,58.86719824030795,0.001
+62.30584192439863,61.42425075611768,0.001
+63.05498281786942,62.63403904316745,0.001
+64.80068728522338,64.00879846026946,0.001
+66.62542955326461,66.07093758592247,0.001
+68.0893470790378,66.67583172944734,0.001
+70.29553264604812,67.74814407478691,0.001
+69.39862542955326,66.95078361286775,0.001
+70.88659793814432,69.53533131701953,0.001
+72.98969072164948,72.58729722298598,0.0001
+73.56013745704468,71.40500412427825,0.0001
+73.12714776632302,71.15754742919988,0.0001
+73.67697594501719,71.56997525433049,0.0001
+73.88659793814433,72.03739345614517,0.0001
+73.7147766323024,72.20236458619742,0.0001
+74.62886597938144,72.58729722298598,1e-05
+74.23711340206187,72.44982128127577,1e-05
+74.51890034364261,72.99972504811659,1e-05
+74.38487972508591,73.19219136651085,1e-05
+74.24054982817869,72.00989826780312,1e-05
+74.57731958762886,72.22985977453945,1e-05
+74.49828178694158,72.44982128127577,1.0000000000000002e-06
+74.58075601374571,72.53230684630189,1.0000000000000002e-06
+74.79725085910654,72.03739345614517,1.0000000000000002e-06
+74.39862542955326,73.02722023645862,1.0000000000000002e-06
+74.4295532646048,72.55980203464394,1.0000000000000002e-06
+74.4914089347079,72.58729722298598,1.0000000000000002e-06
+74.53264604810997,72.17486939785537,1.0000000000000002e-07
+74.35051546391752,72.50481165795986,1.0000000000000002e-07

swin_b_mel_16cls_2024-01-11_20-32-43/mat.csv

@@ -0,0 +1,16 @@
+1.011544804837822970e-01,1.099505222649807632e-03,0.000000000000000000e+00,2.748763056624518863e-03,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00
+3.573391973611874696e-03,3.930731170973061905e-02,0.000000000000000000e+00,8.246289169873557241e-04,5.497526113249038161e-04,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00
+0.000000000000000000e+00,0.000000000000000000e+00,7.201759208356239839e-02,4.123144584936778295e-03,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,8.246289169873557241e-04,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00
+4.672897196261681894e-03,2.748763056624519080e-04,7.696536558548652991e-03,8.658603628367234073e-02,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00
+0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,3.655854865310610019e-02,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,1.374381528312259432e-03,0.000000000000000000e+00
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,5.497526113249038161e-04,3.243540406816932536e-02,1.072017592083562322e-02,2.748763056624519080e-04,8.246289169873557241e-04,0.000000000000000000e+00,8.246289169873557241e-04,1.099505222649807632e-03,4.123144584936778295e-03,0.000000000000000000e+00,4.123144584936778295e-03,5.497526113249038161e-04
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,7.421660252886201625e-03,3.216052776250687140e-02,1.099505222649807632e-03,5.772402418911489960e-03,2.748763056624519080e-04,2.748763056624519080e-04,5.772402418911489960e-03,2.199010445299615264e-03,5.497526113249038161e-04,0.000000000000000000e+00,8.246289169873557241e-04
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,3.738317757009345516e-02,3.023639362286970663e-03,2.748763056624519080e-04,0.000000000000000000e+00,1.099505222649807545e-02,2.748763056624519080e-04,8.246289169873557241e-04,0.000000000000000000e+00,0.000000000000000000e+00
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,6.871907641561297159e-03,3.298515667949422896e-03,5.195162177020341138e-02,8.246289169873557241e-04,0.000000000000000000e+00,1.154480483782297992e-02,1.924134139637163248e-03,2.748763056624519080e-04,0.000000000000000000e+00,5.497526113249038161e-04
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,2.748763056624519080e-04,2.748763056624519080e-04,2.226498075865860488e-02,1.456844420010995102e-02,2.748763056624519080e-04,5.222649807586586361e-03,3.298515667949422896e-03,8.246289169873557241e-04,1.374381528312259432e-03
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,5.497526113249038161e-04,0.000000000000000000e+00,8.246289169873557241e-04,0.000000000000000000e+00,1.264431006047278712e-02,3.188565145684441743e-02,5.497526113249038161e-04,1.649257833974711448e-03,1.924134139637163248e-03,5.772402418911489960e-03,2.748763056624519080e-04
+0.000000000000000000e+00,0.000000000000000000e+00,5.497526113249038161e-04,0.000000000000000000e+00,5.497526113249038161e-04,3.848268279274326496e-03,4.398020890599230528e-03,8.796041781198461057e-03,1.181968114348543215e-02,0.000000000000000000e+00,8.246289169873557241e-04,6.926882902693787258e-02,1.099505222649807632e-03,2.748763056624519080e-04,8.246289169873557241e-04,0.000000000000000000e+00
+0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,1.924134139637163248e-03,1.924134139637163248e-03,0.000000000000000000e+00,5.497526113249038161e-04,6.597031335898845793e-03,1.099505222649807632e-03,1.924134139637163248e-03,2.199010445299615091e-02,3.848268279274326496e-03,8.246289169873557241e-04,1.484332050577240325e-02
+2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,5.497526113249038161e-04,0.000000000000000000e+00,8.246289169873557241e-04,8.246289169873557241e-04,0.000000000000000000e+00,2.199010445299615264e-03,2.638812534359538317e-02,0.000000000000000000e+00,1.374381528312259432e-03
+0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,5.497526113249038161e-04,7.696536558548652991e-03,0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,5.497526113249038161e-04,4.947773501924134128e-03,2.748763056624519080e-04,1.099505222649807632e-03,5.497526113249038161e-04,3.380978559648158133e-02,0.000000000000000000e+00
+0.000000000000000000e+00,2.748763056624519080e-04,0.000000000000000000e+00,0.000000000000000000e+00,0.000000000000000000e+00,1.924134139637163248e-03,2.199010445299615264e-03,0.000000000000000000e+00,1.924134139637163248e-03,3.573391973611874696e-03,2.748763056624519080e-04,5.497526113249038161e-04,1.484332050577240325e-02,1.649257833974711448e-03,2.748763056624519080e-04,2.006597031335898701e-02

swin_b_mel_16cls_2024-01-11_20-32-43/result.log

@@ -0,0 +1,31 @@
+                             precision    recall  f1-score   support
+
+                   Symphony      0.922     0.963     0.942       382
+                      Opera      0.947     0.888     0.917       161
+                       Solo      0.897     0.936     0.916       280
+                    Chamber      0.916     0.868     0.891       363
+           Pop_vocal_ballad      0.930     0.950     0.940       140
+         Adult_contemporary      0.576     0.584     0.580       202
+                   Teen_pop      0.552     0.571     0.561       205
+     Contemporary_dance_pop      0.705     0.705     0.705       193
+                  Dance_pop      0.682     0.670     0.676       282
+          Classic_indie_pop      0.466     0.458     0.462       177
+Chamber_cabaret_and_art_pop      0.560     0.566     0.563       205
+            Soul_or_r_and_b      0.677     0.677     0.677       372
+     Adult_alternative_rock      0.388     0.394     0.391       203
+    Uplifting_anthemic_rock      0.667     0.814     0.733       118
+                  Soft_rock      0.707     0.676     0.691       182
+               Acoustic_pop      0.503     0.422     0.459       173
+
+                   accuracy                          0.715      3638
+                  macro avg      0.693     0.696     0.694      3638
+               weighted avg      0.714     0.715     0.714      3638
+
+Class num     : 16
+Backbone      : swin_b
+Spect type    : mel
+Start time    : 2024-01-11 03:37:29
+Finish time   : 2024-01-11 20:31:44
+Time cost     : 60854s
+Full finetune : True
+Focal loss    : True

swin_b_mel_16cls_2024-01-11_20-32-43/save.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6c9c62bc010482aac04c2ad0b5c21574ec9e4fb2e3219560666f16176688b698
+size 349241843