en_student_name_detector / train_steps_log.txt
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Update spaCy pipeline
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E # LOSS TRANS... LOSS NER ENTS_F ENTS_P ENTS_R SCORE
--- ------ ------------- -------- ------ ------ ------ ------
0 0 1193.22 3047.90 0.05 0.02 44.30 0.40
0 200 89606.84 194914.17 3.20 1.66 41.67 0.38
0 400 56010.79 43259.73 2.17 1.13 27.19 0.25
0 600 237.83 43446.87 4.71 2.45 60.09 0.54
1 800 37115.10 42706.92 4.77 2.48 60.09 0.54
1 1000 130796.25 44942.18 4.71 2.45 59.65 0.54
1 1200 99605.99 47664.35 5.61 2.92 71.49 0.65
2 1400 146509.33 41937.85 5.47 2.85 69.74 0.63
2 1600 94198.77 40928.37 5.94 3.09 75.44 0.68
2 1800 134.86 37308.57 4.85 2.52 61.40 0.56
2 2000 59529.06 40560.74 5.60 2.92 71.05 0.64
3 2200 1911.47 40079.10 5.93 3.09 75.44 0.68
3 2400 16379.08 39410.89 6.00 3.12 76.32 0.69
3 2600 181.07 30997.83 5.55 2.89 70.61 0.64
4 2800 14297.08 26663.79 5.83 3.04 74.12 0.67
4 3000 53522.17 24156.92 5.72 2.97 72.81 0.66
4 3200 21847.06 19654.48 5.97 3.11 75.88 0.69
4 3400 125771.16 16052.71 78.44 82.21 75.00 0.76
5 3600 277230.48 11326.47 82.25 84.33 80.26 0.81
5 3800 31085.45 6978.98 81.82 90.00 75.00 0.77
5 4000 87.99 4278.98 84.72 89.71 80.26 0.81
6 4200 150.64 2555.51 82.16 88.38 76.75 0.78
6 4400 272414.49 1653.23 77.75 73.91 82.02 0.81
6 4600 299.36 730.39 77.42 81.55 73.68 0.74
6 4800 76129.61 489.18 75.48 73.44 77.63 0.77
7 5000 125191.91 289.88 79.61 89.13 71.93 0.74
7 5200 1227092.54 931.80 81.11 85.44 77.19 0.78
7 5400 111861.60 211.50 80.28 86.36 75.00 0.76
8 5600 15200.30 90.74 84.06 88.78 79.82 0.81
8 5800 8954.63 100.49 83.56 87.14 80.26 0.81
8 6000 67.66 22.01 84.82 86.36 83.33 0.84
8 6200 1937881.38 368.50 85.51 91.50 80.26 0.81
9 6400 2484790.71 907.41 83.63 84.38 82.89 0.83
9 6600 163576.46 138.34 82.64 82.82 82.46 0.82
9 6800 154802.09 158.06 82.61 81.90 83.33 0.83
10 7000 562550.26 311.55 83.66 83.12 84.21 0.84
10 7200 465103.58 327.55 79.72 85.07 75.00 0.76
10 7400 248.32 50.10 79.82 79.82 79.82 0.80
10 7600 229226.21 255.05 82.54 85.45 79.82 0.80
11 7800 205179.70 156.31 82.92 86.26 79.82 0.80
11 8000 602927.17 250.93 84.40 88.46 80.70 0.81
11 8200 1972288.53 592.70 85.25 89.81 81.14 0.82
12 8400 248.31 44.60 85.52 88.32 82.89 0.83
12 8600 916323.58 316.59 84.63 85.97 83.33 0.84
12 8800 56.26 16.94 80.75 77.20 84.65 0.84
12 9000 503.44 54.06 83.94 87.98 80.26 0.81