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Browse files- best_model.pth +3 -0
- extra_twobranch_large_lr3e4.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 sha256:98480d3e06febd5d98ee1c9d4da1fd51ca9755702643999b6b9ffefb1d55f08f
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size 413477355
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extra_twobranch_large_lr3e4.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,0.94875
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precision,0.9667519181585678
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recall,0.9310344827586207
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f1,0.9485570890840653
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tp,378
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tn,381
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fp,13
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fn,28
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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_lr3e4/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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1,0.677037,0.6429,0.597054,0.7025,2.997040e-04,162.20
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2,0.558686,0.7201,0.602873,0.6675,2.988172e-04,161.65
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3,0.503006,0.7601,0.418764,0.8125,2.973431e-04,161.53
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4,0.408297,0.8206,0.341153,0.8575,2.952875e-04,161.67
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5,0.326707,0.8646,0.281057,0.9075,2.926585e-04,161.52
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6,0.294721,0.8815,0.257458,0.8962,2.894665e-04,161.54
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7,0.263133,0.8982,0.217332,0.9213,2.857241e-04,161.59
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8,0.247866,0.9026,0.243834,0.9000,2.814460e-04,161.52
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9,0.219150,0.9117,0.245670,0.9000,2.766492e-04,161.60
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10,0.207711,0.9146,0.220883,0.9062,2.713525e-04,161.49
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11,0.181330,0.9301,0.227037,0.9213,2.655770e-04,161.57
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12,0.168487,0.9343,0.280655,0.8962,2.593453e-04,161.47
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13,0.155828,0.9389,0.207982,0.9237,2.526821e-04,161.49
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14,0.135922,0.9467,0.322941,0.8912,2.456136e-04,161.43
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15,0.122117,0.9540,0.295415,0.8938,2.381678e-04,161.54
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16,0.105737,0.9606,0.773898,0.7588,2.303740e-04,161.60
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17,0.100843,0.9615,0.266813,0.9175,2.222631e-04,161.49
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18,0.091940,0.9668,0.264832,0.9125,2.138669e-04,161.44
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19,0.065912,0.9768,0.216479,0.9250,2.052187e-04,161.47
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20,0.066033,0.9732,0.258146,0.9225,1.963525e-04,161.57
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21,0.058529,0.9779,0.214877,0.9313,1.873035e-04,161.52
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22,0.052734,0.9807,0.312332,0.9062,1.781072e-04,161.48
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23,0.047521,0.9825,0.235117,0.9237,1.688000e-04,161.57
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24,0.026443,0.9911,0.291642,0.9200,1.594186e-04,161.50
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25,0.045619,0.9844,0.231105,0.9487,1.500000e-04,161.57
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26,0.038997,0.9843,0.306006,0.9137,1.405814e-04,161.34
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27,0.022613,0.9917,0.362936,0.8988,1.312000e-04,161.45
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28,0.021203,0.9919,0.252571,0.9350,1.218928e-04,161.58
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29,0.019378,0.9933,0.353105,0.9113,1.126965e-04,161.45
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30,0.021100,0.9922,0.283530,0.9263,1.036475e-04,161.57
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31,0.018652,0.9938,0.286066,0.9287,9.478132e-05,161.52
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32,0.018955,0.9926,0.300628,0.9325,8.613311e-05,161.50
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33,0.015375,0.9953,0.345632,0.9313,7.773695e-05,161.38
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34,0.018458,0.9938,0.355061,0.9100,6.962598e-05,161.40
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35,0.011025,0.9967,0.285026,0.9363,6.183221e-05,161.53
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36,0.008431,0.9974,0.281205,0.9287,5.438640e-05,161.43
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37,0.007563,0.9976,0.281499,0.9350,4.731793e-05,161.52
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38,0.005563,0.9981,0.295928,0.9337,4.065471e-05,161.37
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39,0.007274,0.9979,0.274660,0.9313,3.442301e-05,161.46
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40,0.004730,0.9992,0.293597,0.9337,2.864745e-05,161.47
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41,0.004784,0.9985,0.280422,0.9375,2.335081e-05,161.49
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42,0.006701,0.9981,0.279327,0.9475,1.855400e-05,161.43
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43,0.004629,0.9986,0.280022,0.9425,1.427594e-05,161.46
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44,0.004282,0.9990,0.281232,0.9437,1.053353e-05,161.40
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45,0.003067,0.9997,0.274305,0.9363,7.341523e-06,161.44
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46,0.003046,0.9990,0.283863,0.9387,4.712526e-06,161.41
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47,0.003198,0.9993,0.277985,0.9413,2.656912e-06,161.46
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48,0.002702,0.9996,0.272599,0.9387,1.182795e-06,161.62
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49,0.002879,0.9993,0.281732,0.9400,2.959907e-07,161.39
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50,0.002733,0.9994,0.283446,0.9387,0.000000e+00,161.41
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