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Browse files- best_model.pth +3 -0
- extra_twobranch_large_ls_only.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 sha256:95e4a539052920e3d3b9caf1bf404b321229f64a6e59ce1c97bfd8b4075c3416
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size 413477355
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extra_twobranch_large_ls_only.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,0.94
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precision,0.952020202020202
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recall,0.9285714285714286
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f1,0.9401496259351622
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tp,377
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tn,375
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fp,19
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fn,29
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pos_rate,0.495
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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_ls_only/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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1,0.744530,0.6112,0.753479,0.6325,9.990134e-04,162.08
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2,0.633801,0.6918,0.636482,0.6875,9.960574e-04,161.45
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3,0.614889,0.7115,0.696580,0.7013,9.911436e-04,161.17
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4,0.598534,0.7347,0.560193,0.7600,9.842916e-04,161.52
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5,0.544342,0.8069,0.506396,0.8538,9.755283e-04,161.23
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6,0.515706,0.8365,0.475258,0.8812,9.648882e-04,161.12
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7,0.497448,0.8531,0.459185,0.9025,9.524135e-04,161.15
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8,0.491083,0.8638,0.481393,0.8775,9.381533e-04,161.20
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9,0.474695,0.8843,0.451941,0.9062,9.221640e-04,161.21
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10,0.462100,0.8942,0.435594,0.9187,9.045085e-04,161.17
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11,0.450747,0.9049,0.441778,0.9100,8.852566e-04,161.17
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12,0.440486,0.9192,0.457496,0.9025,8.644843e-04,161.14
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13,0.434778,0.9214,0.447576,0.9150,8.422736e-04,161.18
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14,0.429626,0.9229,0.457980,0.9025,8.187120e-04,161.12
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15,0.421218,0.9347,0.553245,0.7987,7.938926e-04,161.07
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16,0.417274,0.9356,0.465730,0.9038,7.679134e-04,161.13
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17,0.412328,0.9414,0.445521,0.9175,7.408768e-04,161.06
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18,0.405893,0.9482,0.436550,0.9300,7.128896e-04,160.98
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19,0.397964,0.9574,0.458887,0.9062,6.840623e-04,161.00
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20,0.393053,0.9629,0.459656,0.9087,6.545085e-04,161.13
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21,0.386766,0.9708,0.434447,0.9200,6.243449e-04,161.02
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22,0.382066,0.9746,0.448077,0.9038,5.936907e-04,161.05
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23,0.378342,0.9785,0.424536,0.9300,5.626666e-04,161.17
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24,0.372200,0.9810,0.440271,0.9225,5.313953e-04,161.08
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25,0.368888,0.9860,0.424720,0.9250,5.000000e-04,160.95
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26,0.365607,0.9883,0.422830,0.9287,4.686047e-04,160.92
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27,0.359313,0.9915,0.420680,0.9337,4.373334e-04,160.94
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28,0.356900,0.9936,0.428082,0.9213,4.063093e-04,161.15
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29,0.354853,0.9949,0.432662,0.9175,3.756551e-04,161.00
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30,0.352676,0.9961,0.413363,0.9337,3.454915e-04,161.19
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31,0.353338,0.9946,0.432717,0.9187,3.159377e-04,161.05
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32,0.350715,0.9964,0.420855,0.9287,2.871104e-04,161.07
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33,0.347869,0.9976,0.422210,0.9350,2.591232e-04,160.93
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34,0.348009,0.9981,0.421586,0.9263,2.320866e-04,161.08
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35,0.344828,0.9978,0.413291,0.9350,2.061074e-04,160.97
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36,0.342695,0.9989,0.413293,0.9375,1.812880e-04,161.00
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37,0.341714,0.9993,0.418532,0.9387,1.577264e-04,161.13
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38,0.341242,0.9994,0.417037,0.9325,1.355157e-04,161.02
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39,0.340946,0.9990,0.424686,0.9263,1.147434e-04,160.98
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40,0.339148,0.9992,0.418979,0.9263,9.549150e-05,161.02
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41,0.338687,0.9996,0.416803,0.9263,7.783604e-05,161.05
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42,0.337965,0.9996,0.415053,0.9337,6.184666e-05,160.90
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43,0.337046,0.9994,0.414174,0.9337,4.758647e-05,160.96
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44,0.336417,0.9996,0.411186,0.9375,3.511176e-05,161.01
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45,0.336430,0.9996,0.411543,0.9400,2.447174e-05,160.98
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46,0.336399,0.9999,0.411796,0.9375,1.570842e-05,161.04
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47,0.335993,0.9996,0.412289,0.9337,8.856375e-06,161.11
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48,0.336011,0.9999,0.411322,0.9400,3.942649e-06,161.18
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49,0.335392,0.9997,0.412368,0.9363,9.866358e-07,161.01
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50,0.335287,0.9997,0.411715,0.9400,0.000000e+00,161.00
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