File size: 3,909 Bytes
4eeafee
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
{
    "test_loss": 0.00558678712695837,
    "test_overall_accuracy": 0.9824653843987393,
    "test_overall_f1": 0.9131363395716705,
    "test_overall_precision": 0.9199419175326309,
    "test_overall_recall": 0.906430715247721,
    "test_runtime": 2202.6894,
    "test_samples_per_second": 169.652,
    "test_steps_per_second": 5.302,
    "test_de_loss": 0.004758347291499376,
    "test_de_overall_accuracy": 0.988985903230259,
    "test_de_overall_f1": 0.9376940133037694,
    "test_de_overall_precision": 0.936655592469546,
    "test_de_overall_recall": 0.9387347391786903,
    "test_de_runtime": 163.3696,
    "test_de_samples_per_second": 199.033,
    "test_de_steps_per_second": 6.225,
    "test_en_loss": 0.0037051767576485872,
    "test_en_overall_accuracy": 0.9893004826741589,
    "test_en_overall_f1": 0.945524460585345,
    "test_en_overall_precision": 0.9401382613061445,
    "test_en_overall_recall": 0.9509727322447066,
    "test_en_runtime": 173.7487,
    "test_en_samples_per_second": 197.872,
    "test_en_steps_per_second": 6.187,
    "test_es_loss": 0.005116319749504328,
    "test_es_overall_accuracy": 0.9852523553006465,
    "test_es_overall_f1": 0.9082478471811949,
    "test_es_overall_precision": 0.925834002481933,
    "test_es_overall_recall": 0.8913173337081416,
    "test_es_runtime": 173.2102,
    "test_es_samples_per_second": 225.737,
    "test_es_steps_per_second": 7.055,
    "test_fr_loss": 0.005094796884804964,
    "test_fr_overall_accuracy": 0.9863634766105507,
    "test_fr_overall_f1": 0.9089754291728668,
    "test_fr_overall_precision": 0.9322885646217987,
    "test_fr_overall_recall": 0.8867998017137596,
    "test_fr_runtime": 177.6344,
    "test_fr_samples_per_second": 227.118,
    "test_fr_steps_per_second": 7.099,
    "test_it_loss": 0.004679150879383087,
    "test_it_overall_accuracy": 0.9866909062427214,
    "test_it_overall_f1": 0.9139935499095414,
    "test_it_overall_precision": 0.9022549385016773,
    "test_it_overall_recall": 0.9260416334597852,
    "test_it_runtime": 186.3297,
    "test_it_samples_per_second": 227.554,
    "test_it_steps_per_second": 7.111,
    "test_nl_loss": 0.005610491149127483,
    "test_nl_overall_accuracy": 0.9863117920599211,
    "test_nl_overall_f1": 0.9247389268995319,
    "test_nl_overall_precision": 0.9361253999756977,
    "test_nl_overall_recall": 0.9136261216745069,
    "test_nl_runtime": 161.2919,
    "test_nl_samples_per_second": 216.688,
    "test_nl_steps_per_second": 6.777,
    "test_pl_loss": 0.008465341292321682,
    "test_pl_overall_accuracy": 0.9801805597556293,
    "test_pl_overall_f1": 0.916577376396755,
    "test_pl_overall_precision": 0.9251845493562232,
    "test_pl_overall_recall": 0.9081288757077379,
    "test_pl_runtime": 197.6533,
    "test_pl_samples_per_second": 202.648,
    "test_pl_steps_per_second": 6.334,
    "test_pt_loss": 0.005252053029835224,
    "test_pt_overall_accuracy": 0.9857085416829703,
    "test_pt_overall_f1": 0.9173118956766569,
    "test_pt_overall_precision": 0.9328988018988773,
    "test_pt_overall_recall": 0.9022372831948695,
    "test_pt_runtime": 167.9909,
    "test_pt_samples_per_second": 226.179,
    "test_pt_steps_per_second": 7.072,
    "test_ru_loss": 0.00586372846737504,
    "test_ru_overall_accuracy": 0.9857592897544212,
    "test_ru_overall_f1": 0.9263839546701443,
    "test_ru_overall_precision": 0.9236839745314321,
    "test_ru_overall_recall": 0.9290997654699621,
    "test_ru_runtime": 78.5649,
    "test_ru_samples_per_second": 217.476,
    "test_ru_steps_per_second": 6.797,
    "test_zh_loss": 0.0066655161790549755,
    "test_zh_overall_accuracy": 0.9616387255412394,
    "test_zh_overall_f1": 0.8238275675409674,
    "test_zh_overall_precision": 0.8323472381047083,
    "test_zh_overall_recall": 0.8154805397242925,
    "test_zh_runtime": 249.014,
    "test_zh_samples_per_second": 220.325,
    "test_zh_steps_per_second": 6.887
}