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Browse files- best_model.pth +3 -0
- extra_twobranch_small_lr5e4.csv +21 -0
- train.log +51 -0
best_model.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:60015a7f63944bc3223dbecdd3d5797ce92d3b6f6071ade0ce4ea9bb03f3d842
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size 66342071
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extra_twobranch_small_lr5e4.csv
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metric,value
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num_samples,800
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threshold,0.5
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accuracy,0.94
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precision,0.9661458333333334
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recall,0.9137931034482759
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f1,0.9392405063291139
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tp,371
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tn,381
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fp,13
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fn,35
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pos_rate,0.48
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model_size,small
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two_branch,True
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channel_mode,rgb_grad
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fft_highpass_only,False
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fft_low_cut_ratio,0.1
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use_tta,False
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seed,42
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val_ratio,0.1
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checkpoint,./weights/extra_twobranch_small_lr5e4/best_model.pth
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train.log
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epoch,train_loss,train_acc,val_loss,val_acc,lr,elapsed_sec
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1,0.625552,0.6575,0.563739,0.7150,4.995067e-04,48.34
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2,0.540007,0.7314,0.581841,0.7025,4.980287e-04,47.61
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3,0.453263,0.7894,0.325247,0.8700,4.955718e-04,47.74
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4,0.356983,0.8536,0.607619,0.7650,4.921458e-04,47.89
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5,0.313128,0.8640,0.252002,0.9038,4.877641e-04,47.69
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6,0.281661,0.8885,0.336381,0.8363,4.824441e-04,47.79
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7,0.258843,0.8918,0.320854,0.8725,4.762068e-04,47.77
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8,0.227315,0.9111,0.270739,0.8675,4.690767e-04,47.81
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9,0.223532,0.9128,0.197546,0.9237,4.610820e-04,47.76
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10,0.196228,0.9210,0.221288,0.9087,4.522542e-04,47.72
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11,0.183006,0.9290,0.491272,0.7875,4.426283e-04,47.79
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12,0.164362,0.9367,0.215209,0.9250,4.322422e-04,47.80
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13,0.153392,0.9404,0.282801,0.8688,4.211368e-04,47.70
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14,0.135654,0.9476,0.333816,0.9000,4.093560e-04,47.80
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15,0.121646,0.9547,0.198376,0.9325,3.969463e-04,47.78
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16,0.115794,0.9565,0.291995,0.8725,3.839567e-04,47.82
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17,0.096312,0.9628,0.306042,0.8738,3.704384e-04,47.73
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18,0.072542,0.9733,0.213186,0.9300,3.564448e-04,47.76
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19,0.076283,0.9706,0.418712,0.8575,3.420311e-04,47.84
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20,0.079217,0.9694,0.228535,0.9113,3.272542e-04,47.95
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21,0.057409,0.9783,0.220561,0.9275,3.121725e-04,47.96
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22,0.045282,0.9850,0.363694,0.8800,2.968453e-04,47.76
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23,0.048018,0.9819,0.234697,0.9287,2.813333e-04,47.99
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24,0.032135,0.9892,0.369818,0.9213,2.656976e-04,47.93
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25,0.029240,0.9910,0.287384,0.9100,2.500000e-04,47.90
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26,0.042717,0.9838,0.269889,0.9363,2.343024e-04,47.77
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27,0.031118,0.9886,0.272868,0.9275,2.186667e-04,47.99
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28,0.023933,0.9924,0.378323,0.8800,2.031547e-04,48.01
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29,0.014980,0.9954,0.323384,0.8962,1.878275e-04,47.94
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30,0.017298,0.9939,0.269873,0.9275,1.727458e-04,47.81
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31,0.017914,0.9944,0.273055,0.9150,1.579689e-04,47.77
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32,0.014134,0.9957,0.274356,0.9175,1.435552e-04,47.78
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33,0.016478,0.9942,0.264368,0.9237,1.295616e-04,47.79
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34,0.013533,0.9954,0.279355,0.9275,1.160433e-04,47.73
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35,0.009091,0.9974,0.272412,0.9237,1.030537e-04,47.77
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36,0.009636,0.9972,0.270258,0.9237,9.064400e-05,47.79
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37,0.007574,0.9974,0.255979,0.9313,7.886322e-05,47.72
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38,0.006940,0.9975,0.252188,0.9375,6.775784e-05,47.69
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39,0.005666,0.9986,0.268119,0.9400,5.737169e-05,47.72
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40,0.006039,0.9981,0.267467,0.9313,4.774575e-05,47.74
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41,0.008842,0.9972,0.277789,0.9375,3.891802e-05,47.71
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42,0.004305,0.9992,0.268996,0.9325,3.092333e-05,47.81
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43,0.004165,0.9989,0.268086,0.9313,2.379324e-05,47.61
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44,0.002846,0.9994,0.266515,0.9287,1.755588e-05,47.83
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45,0.003446,0.9994,0.273547,0.9375,1.223587e-05,48.07
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46,0.004686,0.9990,0.278588,0.9163,7.854210e-06,48.01
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47,0.003434,0.9992,0.275040,0.9363,4.428187e-06,48.14
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48,0.004433,0.9990,0.273858,0.9275,1.971325e-06,47.98
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49,0.003580,0.9990,0.275788,0.9300,4.933179e-07,48.12
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50,0.002431,0.9999,0.276190,0.9350,0.000000e+00,48.04
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