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Browse files- best_model.pth +3 -0
- reg_twobranch_small_strong_ls.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:f8e715533345319c3dcdc2749e78f755d25945d263534344e7b5c2ee7e743090
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size 66342071
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reg_twobranch_small_strong_ls.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,0.82625
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precision,0.836272040302267
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recall,0.8177339901477833
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f1,0.8268991282689911
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tp,332
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tn,329
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fp,65
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fn,74
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pos_rate,0.49625
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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_ls/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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1,0.693728,0.6038,0.655792,0.6425,9.990134e-04,48.66
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2,0.661197,0.6415,0.648601,0.6575,9.960574e-04,47.74
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3,0.658853,0.6383,0.636292,0.6837,9.911436e-04,47.83
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4,0.650195,0.6624,0.629181,0.6675,9.842916e-04,48.06
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5,0.651174,0.6544,0.677051,0.6288,9.755283e-04,47.76
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6,0.639395,0.6718,0.616051,0.7150,9.648882e-04,47.85
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7,0.637058,0.6786,0.627213,0.7025,9.524135e-04,47.81
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8,0.635569,0.6856,0.617792,0.7050,9.381533e-04,47.76
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9,0.632097,0.6881,0.626559,0.6937,9.221640e-04,47.80
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10,0.628583,0.6937,0.617169,0.7325,9.045085e-04,47.78
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11,0.627813,0.6951,0.614830,0.7325,8.852566e-04,47.80
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12,0.624516,0.7017,0.615275,0.7150,8.644843e-04,47.83
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13,0.621064,0.7040,0.598580,0.7538,8.422736e-04,47.90
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14,0.619867,0.7021,0.592924,0.7538,8.187120e-04,47.85
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15,0.617379,0.7065,0.606494,0.7238,7.938926e-04,47.89
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16,0.619670,0.7068,0.603913,0.7225,7.679134e-04,47.88
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17,0.616141,0.7097,0.595448,0.7238,7.408768e-04,47.73
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18,0.614156,0.7078,0.587321,0.7638,7.128896e-04,47.77
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19,0.610842,0.7136,0.593570,0.7562,6.840623e-04,47.79
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20,0.613701,0.7132,0.582953,0.7788,6.545085e-04,47.75
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21,0.608503,0.7172,0.590004,0.7588,6.243449e-04,47.84
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22,0.603771,0.7269,0.600642,0.7175,5.936907e-04,47.72
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23,0.605244,0.7238,0.577776,0.7738,5.626666e-04,47.85
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24,0.602197,0.7268,0.565237,0.7850,5.313953e-04,47.82
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25,0.599764,0.7294,0.563198,0.7900,5.000000e-04,47.75
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26,0.597836,0.7357,0.571250,0.7887,4.686047e-04,47.70
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27,0.594272,0.7342,0.560530,0.7963,4.373334e-04,47.82
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28,0.590955,0.7390,0.571056,0.7688,4.063093e-04,47.80
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29,0.586030,0.7483,0.565368,0.7863,3.756551e-04,47.70
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30,0.587908,0.7385,0.563479,0.7963,3.454915e-04,47.87
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31,0.585908,0.7471,0.560455,0.7975,3.159377e-04,47.78
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32,0.580442,0.7535,0.552380,0.8037,2.871104e-04,47.80
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33,0.585856,0.7443,0.563323,0.7937,2.591232e-04,47.65
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34,0.575513,0.7597,0.550803,0.7925,2.320866e-04,47.74
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35,0.575720,0.7644,0.557698,0.7887,2.061074e-04,47.83
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36,0.571116,0.7657,0.551905,0.8025,1.812880e-04,47.80
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37,0.572117,0.7675,0.542432,0.8087,1.577264e-04,47.68
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38,0.569912,0.7633,0.548413,0.8063,1.355157e-04,47.71
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39,0.565024,0.7774,0.545926,0.8213,1.147434e-04,47.81
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40,0.563031,0.7760,0.540461,0.8150,9.549150e-05,47.79
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41,0.560226,0.7736,0.544698,0.8175,7.783604e-05,47.70
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42,0.556299,0.7860,0.547568,0.8237,6.184666e-05,47.73
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43,0.554900,0.7797,0.542745,0.8263,4.758647e-05,47.73
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44,0.559728,0.7811,0.543302,0.8225,3.511176e-05,47.71
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45,0.557620,0.7812,0.545039,0.8187,2.447174e-05,47.83
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46,0.555496,0.7861,0.546298,0.8137,1.570842e-05,47.85
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47,0.556338,0.7856,0.542176,0.8225,8.856375e-06,47.82
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48,0.554803,0.7865,0.543701,0.8213,3.942649e-06,47.75
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49,0.552161,0.7890,0.543443,0.8150,9.866358e-07,47.79
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50,0.554720,0.7818,0.544324,0.8187,0.000000e+00,47.82
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