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Browse files- best_model.pth +3 -0
- extra_twobranch_large_strong_ls_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:e4d2a44b08ee2bdb940aab4b61fbf8620dc85b61a0b4ce1a203ce7319c492d69
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size 413477355
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extra_twobranch_large_strong_ls_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,0.82375
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precision,0.8388746803069054
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recall,0.8078817733990148
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f1,0.823086574654956
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tp,328
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tn,331
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fp,63
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fn,78
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pos_rate,0.48875
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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_strong_ls_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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1,0.740547,0.5822,0.670832,0.6212,4.995067e-04,162.43
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2,0.673413,0.6293,0.664642,0.6325,4.980287e-04,161.60
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3,0.664199,0.6426,0.713126,0.6763,4.955718e-04,161.45
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4,0.661823,0.6432,0.631156,0.6713,4.921458e-04,161.44
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5,0.650840,0.6603,0.647439,0.6550,4.877641e-04,161.34
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6,0.652331,0.6571,0.631171,0.6913,4.824441e-04,161.29
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7,0.645701,0.6706,0.610008,0.7188,4.762068e-04,161.42
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8,0.638346,0.6776,0.608472,0.7288,4.690767e-04,161.47
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9,0.640464,0.6763,0.608383,0.7238,4.610820e-04,161.43
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10,0.635802,0.6842,0.623903,0.7025,4.522542e-04,161.23
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11,0.632505,0.6867,0.645290,0.7050,4.426283e-04,161.31
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12,0.631033,0.6867,0.612895,0.7250,4.322422e-04,161.38
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13,0.628589,0.6951,0.603211,0.7312,4.211368e-04,161.31
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14,0.624571,0.6972,0.632504,0.7375,4.093560e-04,161.31
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15,0.626181,0.6958,0.611804,0.7388,3.969463e-04,161.29
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16,0.621190,0.6982,0.589898,0.7662,3.839567e-04,161.32
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17,0.619069,0.7043,0.594120,0.7512,3.704384e-04,161.24
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18,0.619688,0.7078,0.582570,0.7725,3.564448e-04,161.17
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19,0.612435,0.7140,0.587118,0.7438,3.420311e-04,161.21
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20,0.614179,0.7125,0.583163,0.7662,3.272542e-04,161.37
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21,0.613633,0.7114,0.584706,0.7662,3.121725e-04,161.29
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22,0.608119,0.7194,0.587738,0.7488,2.968453e-04,161.30
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23,0.604900,0.7233,0.592553,0.7562,2.813333e-04,161.33
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24,0.608141,0.7161,0.575575,0.7788,2.656976e-04,161.14
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25,0.603821,0.7192,0.570351,0.7887,2.500000e-04,161.20
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26,0.597700,0.7374,0.575003,0.7812,2.343024e-04,161.12
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27,0.596823,0.7297,0.580783,0.7562,2.186667e-04,161.22
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28,0.595277,0.7392,0.576423,0.7738,2.031547e-04,161.34
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29,0.589638,0.7397,0.578443,0.7688,1.878275e-04,161.26
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30,0.590712,0.7428,0.576379,0.7900,1.727458e-04,161.33
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31,0.589526,0.7464,0.570384,0.7825,1.579689e-04,161.16
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32,0.588330,0.7442,0.565734,0.7863,1.435552e-04,161.30
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33,0.584769,0.7481,0.581504,0.7700,1.295616e-04,161.10
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34,0.582803,0.7453,0.564120,0.7925,1.160433e-04,161.17
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35,0.578925,0.7558,0.565455,0.7837,1.030537e-04,161.20
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36,0.573140,0.7632,0.569381,0.8025,9.064400e-05,161.22
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37,0.573065,0.7597,0.560922,0.8025,7.886322e-05,161.22
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38,0.573843,0.7662,0.562490,0.8063,6.775784e-05,161.13
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39,0.567062,0.7693,0.566152,0.8013,5.737169e-05,161.17
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40,0.566343,0.7696,0.562954,0.8200,4.774575e-05,161.20
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41,0.558574,0.7765,0.552812,0.8237,3.891802e-05,161.32
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42,0.561053,0.7786,0.560432,0.7963,3.092333e-05,161.13
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43,0.562574,0.7760,0.554364,0.8087,2.379324e-05,161.28
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44,0.558446,0.7810,0.560154,0.8037,1.755588e-05,161.30
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45,0.554647,0.7840,0.556155,0.8150,1.223587e-05,161.29
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46,0.553427,0.7860,0.557128,0.8163,7.854210e-06,161.26
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47,0.553275,0.7846,0.555610,0.8087,4.428187e-06,161.18
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48,0.552505,0.7851,0.553087,0.8163,1.971325e-06,161.40
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49,0.549808,0.7892,0.554638,0.8213,4.933179e-07,161.14
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50,0.547333,0.7903,0.555519,0.8175,0.000000e+00,161.11
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