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Browse files- densenet201_mel_2024-02-21_23-00-31/acc.csv +41 -0
- densenet201_mel_2024-02-21_23-00-31/acc.jpg +0 -0
- densenet201_mel_2024-02-21_23-00-31/acc.pdf +0 -0
- densenet201_mel_2024-02-21_23-00-31/loss.csv +0 -0
- densenet201_mel_2024-02-21_23-00-31/loss.jpg +0 -0
- densenet201_mel_2024-02-21_23-00-31/loss.pdf +0 -0
- densenet201_mel_2024-02-21_23-00-31/mat.csv +4 -0
- densenet201_mel_2024-02-21_23-00-31/mat.jpg +0 -0
- densenet201_mel_2024-02-21_23-00-31/mat.pdf +0 -0
- densenet201_mel_2024-02-21_23-00-31/result.log +18 -0
- densenet201_mel_2024-02-21_23-00-31/save.pt +3 -0
densenet201_mel_2024-02-21_23-00-31/acc.csv
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tra_acc_list,val_acc_list,lr_list
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33.29152731326644,33.370535714285715,0.001
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38.071348940914156,36.830357142857146,0.001
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56.25696767001115,57.70089285714286,0.001
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57.608695652173914,58.03571428571429,0.001
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59.07190635451505,58.37053571428571,0.001
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60.256410256410255,59.26339285714286,0.001
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62.68115942028986,59.375,0.001
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66.03957636566332,65.73660714285714,0.001
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70.27591973244147,68.08035714285714,0.001
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71.07023411371237,67.1875,0.001
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73.48104793756967,73.77232142857143,0.001
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73.69007803790413,72.65625,0.001
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73.09085841694537,70.64732142857143,0.001
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75.45986622073578,73.4375,0.001
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77.75919732441471,74.77678571428571,0.001
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79.79375696767002,80.13392857142857,0.001
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79.06911928651058,78.79464285714286,0.001
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82.6226309921962,81.91964285714286,0.0001
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81.70289855072464,81.36160714285714,0.0001
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83.77926421404682,81.25,0.0001
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83.96042363433668,82.92410714285714,0.0001
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83.96042363433668,79.79910714285714,0.0001
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84.07190635451505,82.25446428571429,0.0001
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84.93589743589743,83.48214285714286,0.0001
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85.01950947603122,85.26785714285714,0.0001
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85.38182831661094,84.48660714285714,0.0001
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85.59085841694537,84.375,0.0001
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86.71962095875139,84.48660714285714,0.0001
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85.8974358974359,83.48214285714286,0.0001
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86.3015607580825,84.93303571428571,0.0001
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densenet201_mel_2024-02-21_23-00-31/acc.jpg
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densenet201_mel_2024-02-21_23-00-31/acc.pdf
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Binary file (26.3 kB). View file
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densenet201_mel_2024-02-21_23-00-31/loss.csv
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The diff for this file is too large to render.
See raw diff
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densenet201_mel_2024-02-21_23-00-31/loss.jpg
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densenet201_mel_2024-02-21_23-00-31/loss.pdf
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Binary file (48.1 kB). View file
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densenet201_mel_2024-02-21_23-00-31/mat.csv
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1.584821428571428492e-01,2.232142857142857019e-03,1.116071428571428509e-03,0.000000000000000000e+00
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6.696428571428571057e-03,2.790178571428571508e-01,1.562500000000000000e-02,5.580357142857142981e-03
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0.000000000000000000e+00,1.116071428571428596e-02,1.205357142857142877e-01,4.910714285714285615e-02
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0.000000000000000000e+00,1.450892857142857192e-02,6.250000000000000000e-02,2.734375000000000000e-01
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densenet201_mel_2024-02-21_23-00-31/mat.jpg
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densenet201_mel_2024-02-21_23-00-31/mat.pdf
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Binary file (23.3 kB). View file
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densenet201_mel_2024-02-21_23-00-31/result.log
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precision recall f1-score support
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m_chest 0.959 0.979 0.969 145
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f_chest 0.909 0.909 0.909 275
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m_falsetto 0.603 0.667 0.633 162
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f_falsetto 0.833 0.780 0.806 314
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accuracy 0.831 896
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macro avg 0.826 0.834 0.829 896
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weighted avg 0.835 0.831 0.833 896
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Backbone : densenet201
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Spect type : mel
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Start time : 2024-02-21 20:10:32
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Finish time : 2024-02-21 23:00:15
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Time cost : 10183s
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Full finetune : True
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Focal loss : True
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densenet201_mel_2024-02-21_23-00-31/save.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b4370c6f990b1b14b6a44feac8f74b030f9a431c737a046bdbd1aff69042d0ef
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size 76897180
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