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Browse files- best_model.pth +3 -0
- reg_twobranch_small_strong.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:c83a1ab39e9a2df814b1d2e8405813e7adb77df9f8645ef08b8d7c0078b0f4bb
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size 66342071
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reg_twobranch_small_strong.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,0.81625
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precision,0.8105515587529976
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recall,0.8325123152709359
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f1,0.8213851761846901
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tp,338
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tn,315
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fp,79
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fn,68
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pos_rate,0.52125
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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/reg_twobranch_small_strong/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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1,0.682180,0.6217,0.621763,0.6525,9.990134e-04,48.52
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2,0.643043,0.6388,0.640140,0.6288,9.960574e-04,47.66
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3,0.634938,0.6450,0.635829,0.6625,9.911436e-04,47.85
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4,0.619497,0.6679,0.603023,0.6737,9.842916e-04,47.98
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5,0.619389,0.6550,0.623538,0.6550,9.755283e-04,47.77
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6,0.605513,0.6683,0.607977,0.6813,9.648882e-04,48.08
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7,0.600554,0.6814,0.604228,0.6950,9.524135e-04,48.14
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8,0.599921,0.6839,0.588820,0.6800,9.381533e-04,48.04
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9,0.594482,0.6879,0.589436,0.6850,9.221640e-04,48.00
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10,0.586346,0.7003,0.572387,0.7200,9.045085e-04,47.78
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11,0.585305,0.6979,0.557450,0.7362,8.852566e-04,48.15
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12,0.582112,0.6961,0.560152,0.7250,8.644843e-04,47.89
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13,0.576038,0.7015,0.533739,0.7512,8.422736e-04,47.83
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14,0.572428,0.7025,0.539366,0.7450,8.187120e-04,47.78
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15,0.569916,0.7081,0.566190,0.7025,7.938926e-04,47.92
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16,0.570614,0.7031,0.532499,0.7388,7.679134e-04,47.91
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17,0.567012,0.7074,0.543845,0.7262,7.408768e-04,47.75
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18,0.561797,0.7110,0.529636,0.7612,7.128896e-04,47.69
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19,0.554746,0.7189,0.508116,0.7662,6.840623e-04,47.78
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20,0.561728,0.7089,0.552916,0.7275,6.545085e-04,47.76
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21,0.551003,0.7175,0.493783,0.7775,6.243449e-04,47.73
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22,0.546243,0.7243,0.494094,0.7738,5.936907e-04,47.78
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23,0.545964,0.7274,0.514158,0.7675,5.626666e-04,47.96
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24,0.537359,0.7301,0.490382,0.7738,5.313953e-04,47.83
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25,0.533796,0.7296,0.484378,0.7887,5.000000e-04,47.70
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26,0.534963,0.7349,0.489779,0.7775,4.686047e-04,47.87
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27,0.523828,0.7349,0.469526,0.7875,4.373334e-04,47.99
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28,0.523709,0.7425,0.480751,0.7762,4.063093e-04,48.13
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29,0.511716,0.7526,0.477376,0.7788,3.756551e-04,48.05
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30,0.512755,0.7443,0.466601,0.7900,3.454915e-04,48.18
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31,0.511489,0.7521,0.469848,0.7750,3.159377e-04,48.08
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32,0.501719,0.7543,0.458492,0.8025,2.871104e-04,48.06
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33,0.512209,0.7503,0.463282,0.7850,2.591232e-04,47.91
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34,0.495778,0.7581,0.453283,0.7850,2.320866e-04,47.98
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35,0.496356,0.7585,0.471523,0.8013,2.061074e-04,48.07
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36,0.488945,0.7665,0.448803,0.8037,1.812880e-04,48.13
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37,0.486270,0.7681,0.459823,0.7913,1.577264e-04,48.01
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38,0.483562,0.7678,0.459649,0.7887,1.355157e-04,48.18
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39,0.477897,0.7736,0.442239,0.7975,1.147434e-04,48.04
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40,0.473548,0.7711,0.443732,0.8150,9.549150e-05,48.03
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41,0.465146,0.7793,0.444473,0.8063,7.783604e-05,47.91
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42,0.459851,0.7826,0.442954,0.8000,6.184666e-05,47.77
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43,0.461309,0.7836,0.442403,0.8037,4.758647e-05,47.85
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44,0.458260,0.7814,0.448955,0.8075,3.511176e-05,47.84
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45,0.461763,0.7817,0.431736,0.8087,2.447174e-05,47.80
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46,0.458653,0.7812,0.442314,0.8050,1.570842e-05,47.96
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47,0.451970,0.7910,0.433771,0.8113,8.856375e-06,47.85
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48,0.455085,0.7861,0.434092,0.8150,3.942649e-06,47.73
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49,0.450092,0.7874,0.435334,0.8163,9.866358e-07,47.86
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50,0.456093,0.7851,0.436743,0.8150,0.000000e+00,47.85
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