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Browse files- best_model.pth +3 -0
- extra_twobranch_large_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 sha256:95135938155f86951e6f55ce5c71af47199d83c45955482198e40a686e4ee4bc
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size 413477355
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extra_twobranch_large_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,0.94125
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precision,0.9711286089238845
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recall,0.9113300492610837
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f1,0.940279542566709
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tp,370
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tn,383
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fp,11
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fn,36
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pos_rate,0.47625
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model_size,large
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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_large_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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1,0.707196,0.6312,0.611642,0.6600,4.995067e-04,161.33
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2,0.584443,0.7061,0.613925,0.6987,4.980287e-04,161.50
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3,0.524464,0.7397,0.505301,0.7412,4.955718e-04,161.33
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4,0.445294,0.7967,0.449259,0.7925,4.921458e-04,264.37
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5,0.370548,0.8399,0.358743,0.8700,4.877641e-04,162.43
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6,0.323384,0.8638,0.288575,0.8662,4.824441e-04,161.33
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7,0.303725,0.8740,0.852698,0.8725,4.762068e-04,161.59
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8,0.282441,0.8806,0.258552,0.8925,4.690767e-04,161.84
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9,0.258116,0.8972,0.337189,0.8750,4.610820e-04,161.59
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10,0.247030,0.9022,0.242024,0.9012,4.522542e-04,161.48
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11,0.221427,0.9115,0.295160,0.8762,4.426283e-04,161.52
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12,0.195009,0.9203,0.261278,0.8975,4.322422e-04,161.48
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13,0.186862,0.9275,0.188500,0.9275,4.211368e-04,161.58
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14,0.168263,0.9325,0.230990,0.9087,4.093560e-04,161.79
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15,0.165974,0.9349,0.384104,0.8387,3.969463e-04,161.77
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16,0.141096,0.9429,0.303369,0.8825,3.839567e-04,161.71
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17,0.135597,0.9443,0.271061,0.9100,3.704384e-04,161.59
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18,0.114983,0.9546,0.329499,0.8762,3.564448e-04,161.35
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19,0.096552,0.9636,0.230221,0.9125,3.420311e-04,161.30
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20,0.091698,0.9622,0.241037,0.9187,3.272542e-04,161.46
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21,0.082319,0.9668,0.274637,0.8962,3.121725e-04,161.41
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22,0.077410,0.9700,0.394745,0.9075,2.968453e-04,161.41
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23,0.067433,0.9762,0.285130,0.8975,2.813333e-04,161.40
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24,0.055114,0.9788,0.298112,0.9087,2.656976e-04,161.35
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25,0.057203,0.9792,0.242922,0.9313,2.500000e-04,161.35
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26,0.054948,0.9786,0.292924,0.9175,2.343024e-04,161.29
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27,0.034524,0.9868,0.250538,0.9413,2.186667e-04,161.42
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28,0.040016,0.9847,0.372271,0.9263,2.031547e-04,161.44
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29,0.034038,0.9882,0.250856,0.9350,1.878275e-04,161.39
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30,0.022334,0.9922,0.287393,0.9250,1.727458e-04,161.57
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31,0.031788,0.9894,0.289920,0.9150,1.579689e-04,161.39
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32,0.030141,0.9892,0.431851,0.9187,1.435552e-04,161.36
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33,0.024671,0.9925,0.319056,0.9200,1.295616e-04,161.33
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34,0.030481,0.9896,0.297093,0.9137,1.160433e-04,161.36
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35,0.016944,0.9950,0.323719,0.9237,1.030537e-04,161.34
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36,0.012302,0.9967,0.309870,0.9237,9.064400e-05,161.24
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37,0.012810,0.9954,0.305239,0.9313,7.886322e-05,161.34
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38,0.011648,0.9964,0.330564,0.9237,6.775784e-05,161.25
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39,0.012362,0.9960,0.322855,0.9225,5.737169e-05,161.31
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40,0.006362,0.9985,0.370208,0.9263,4.774575e-05,161.30
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41,0.006861,0.9978,0.325948,0.9263,3.891802e-05,161.40
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42,0.007447,0.9976,0.340578,0.9313,3.092333e-05,161.31
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43,0.006607,0.9975,0.322229,0.9313,2.379324e-05,161.28
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44,0.006537,0.9979,0.336890,0.9313,1.755588e-05,161.25
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45,0.004682,0.9989,0.336680,0.9287,1.223587e-05,161.29
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46,0.004707,0.9989,0.337593,0.9250,7.854210e-06,161.26
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47,0.005889,0.9983,0.338265,0.9287,4.428187e-06,161.28
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48,0.004583,0.9988,0.333859,0.9300,1.971325e-06,161.41
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49,0.005057,0.9985,0.338574,0.9313,4.933179e-07,161.24
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50,0.004561,0.9992,0.339924,0.9263,0.000000e+00,161.25
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