Hugging Face's logo

MayBashendy
/
arabert_augmented_only_k10_organization_task1_fold1

Text Classification
Transformers
TensorBoard
Safetensors
bert
Generated from Trainer
Inference Endpoints
Model card Files Metrics Community
MayBashendy commited on
Commit
cdbe373
•
1 Parent(s): 0dc50f8

Training in progress, step 1000

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. README.md +864 -0
  2. config.json +32 -0
  3. model.safetensors +3 -0
  4. runs/Oct02_21-43-46_quds.qu.edu.qa/events.out.tfevents.1727894628.quds.qu.edu.qa.972789.0 +3 -0
  5. runs/Oct02_21-54-53_quds.qu.edu.qa/events.out.tfevents.1727895296.quds.qu.edu.qa.972789.1 +3 -0
  6. runs/Oct02_21-57-12_quds.qu.edu.qa/events.out.tfevents.1727895433.quds.qu.edu.qa.972789.2 +3 -0
  7. runs/Oct02_22-05-14_quds.qu.edu.qa/events.out.tfevents.1727895915.quds.qu.edu.qa.972789.3 +3 -0
  8. runs/Oct02_22-10-55_quds.qu.edu.qa/events.out.tfevents.1727896257.quds.qu.edu.qa.972789.4 +3 -0
  9. runs/Oct02_22-17-51_quds.qu.edu.qa/events.out.tfevents.1727896673.quds.qu.edu.qa.972789.5 +3 -0
  10. runs/Oct03_00-24-30_quds.qu.edu.qa/events.out.tfevents.1727904271.quds.qu.edu.qa.2045059.0 +3 -0
  11. runs/Oct03_00-24-52_quds.qu.edu.qa/events.out.tfevents.1727904293.quds.qu.edu.qa.2045059.1 +3 -0
  12. runs/Oct03_00-27-15_quds.qu.edu.qa/events.out.tfevents.1727904436.quds.qu.edu.qa.2045059.2 +3 -0
  13. runs/Oct03_00-38-28_quds.qu.edu.qa/events.out.tfevents.1727905109.quds.qu.edu.qa.2045059.5 +3 -0
  14. runs/Oct03_00-44-26_quds.qu.edu.qa/events.out.tfevents.1727905467.quds.qu.edu.qa.2045059.6 +3 -0
  15. runs/Oct03_06-27-28_quds.qu.edu.qa/events.out.tfevents.1727926051.quds.qu.edu.qa.3185967.0 +3 -0
  16. runs/Oct03_06-37-14_quds.qu.edu.qa/events.out.tfevents.1727926635.quds.qu.edu.qa.3185967.1 +3 -0
  17. runs/Oct03_06-51-33_quds.qu.edu.qa/events.out.tfevents.1727927494.quds.qu.edu.qa.3185967.4 +3 -0
  18. runs/Oct03_07-05-50_quds.qu.edu.qa/events.out.tfevents.1727928352.quds.qu.edu.qa.3185967.5 +3 -0
  19. runs/Oct03_07-31-15_quds.qu.edu.qa/events.out.tfevents.1727929876.quds.qu.edu.qa.3185967.8 +3 -0
  20. runs/Oct03_07-49-26_quds.qu.edu.qa/events.out.tfevents.1727930967.quds.qu.edu.qa.3185967.9 +3 -0
  21. runs/Oct10_07-11-23_quds.qu.edu.qa/events.out.tfevents.1728533485.quds.qu.edu.qa.3124896.0 +3 -0
  22. runs/Oct10_07-12-32_quds.qu.edu.qa/events.out.tfevents.1728533560.quds.qu.edu.qa.3872873.0 +3 -0
  23. runs/Oct10_12-40-48_quds.qu.edu.qa/events.out.tfevents.1728553254.quds.qu.edu.qa.3149176.0 +3 -0
  24. runs/Oct10_12-44-23_quds.qu.edu.qa/events.out.tfevents.1728553464.quds.qu.edu.qa.3149176.1 +3 -0
  25. runs/Oct10_12-51-55_quds.qu.edu.qa/events.out.tfevents.1728553918.quds.qu.edu.qa.3149176.6 +3 -0
  26. runs/Oct10_13-36-32_quds.qu.edu.qa/events.out.tfevents.1728556594.quds.qu.edu.qa.3149176.7 +3 -0
  27. runs/Oct10_15-02-09_quds.qu.edu.qa/events.out.tfevents.1728561733.quds.qu.edu.qa.820408.0 +3 -0
  28. runs/Oct10_19-29-11_quds.qu.edu.qa/events.out.tfevents.1728577752.quds.qu.edu.qa.820408.1 +3 -0
  29. runs/Oct13_15-48-53_quds.qu.edu.qa/events.out.tfevents.1728823739.quds.qu.edu.qa.4135806.0 +3 -0
  30. runs/Oct13_15-51-33_quds.qu.edu.qa/events.out.tfevents.1728823898.quds.qu.edu.qa.4137706.0 +3 -0
  31. runs/Oct13_15-55-35_quds.qu.edu.qa/events.out.tfevents.1728824136.quds.qu.edu.qa.4137706.1 +3 -0
  32. runs/Oct13_20-07-09_quds.qu.edu.qa/events.out.tfevents.1728839234.quds.qu.edu.qa.73316.0 +3 -0
  33. runs/Oct13_20-17-12_quds.qu.edu.qa/events.out.tfevents.1728839833.quds.qu.edu.qa.73316.1 +3 -0
  34. runs/Oct13_20-32-54_quds.qu.edu.qa/events.out.tfevents.1728840775.quds.qu.edu.qa.73316.4 +3 -0
  35. runs/Oct13_20-40-59_quds.qu.edu.qa/events.out.tfevents.1728841264.quds.qu.edu.qa.81338.0 +3 -0
  36. runs/Oct13_20-58-37_quds.qu.edu.qa/events.out.tfevents.1728842319.quds.qu.edu.qa.81338.1 +3 -0
  37. runs/Oct13_21-16-40_quds.qu.edu.qa/events.out.tfevents.1728843401.quds.qu.edu.qa.81338.4 +3 -0
  38. runs/Oct13_21-23-33_quds.qu.edu.qa/events.out.tfevents.1728843818.quds.qu.edu.qa.93349.0 +3 -0
  39. runs/Oct13_21-48-46_quds.qu.edu.qa/events.out.tfevents.1728845328.quds.qu.edu.qa.93349.1 +3 -0
  40. runs/Oct13_22-46-38_quds.qu.edu.qa/events.out.tfevents.1728848802.quds.qu.edu.qa.124408.0 +3 -0
  41. runs/Oct13_23-18-48_quds.qu.edu.qa/events.out.tfevents.1728850729.quds.qu.edu.qa.124408.1 +3 -0
  42. runs/Oct13_23-51-22_quds.qu.edu.qa/events.out.tfevents.1728852687.quds.qu.edu.qa.142343.0 +3 -0
  43. runs/Oct14_00-30-35_quds.qu.edu.qa/events.out.tfevents.1728855036.quds.qu.edu.qa.142343.1 +3 -0
  44. runs/Oct14_05-25-37_quds.qu.edu.qa/events.out.tfevents.1728872746.quds.qu.edu.qa.210656.0 +3 -0
  45. runs/Oct14_06-05-45_quds.qu.edu.qa/events.out.tfevents.1728875146.quds.qu.edu.qa.210656.1 +3 -0
  46. runs/Oct14_09-11-19_quds.qu.edu.qa/events.out.tfevents.1728886291.quds.qu.edu.qa.3519090.0 +3 -0
  47. runs/Oct14_09-51-41_quds.qu.edu.qa/events.out.tfevents.1728888703.quds.qu.edu.qa.3519090.1 +3 -0
  48. runs/Oct14_10-35-32_quds.qu.edu.qa/events.out.tfevents.1728891335.quds.qu.edu.qa.4103565.0 +3 -0
  49. runs/Oct14_11-05-26_quds.qu.edu.qa/events.out.tfevents.1728893131.quds.qu.edu.qa.182922.0 +3 -0
  50. runs/Oct14_11-51-51_quds.qu.edu.qa/events.out.tfevents.1728895913.quds.qu.edu.qa.182922.1 +3 -0
README.md ADDED
@@ -0,0 +1,864 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ library_name: transformers
3
+ base_model: aubmindlab/bert-base-arabertv02
4
+ tags:
5
+ - generated_from_trainer
6
+ model-index:
7
+ - name: arabert_augmented_only_k10_organization_task1_fold0
8
+ results: []
9
+ ---
10
+
11
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
+ should probably proofread and complete it, then remove this comment. -->
13
+
14
+ # arabert_augmented_only_k10_organization_task1_fold0
15
+
16
+ This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
17
+ It achieves the following results on the evaluation set:
18
+ - Loss: 0.7737
19
+ - Qwk: 0.4228
20
+ - Mse: 0.7737
21
+ - Rmse: 0.8796
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 2e-05
41
+ - train_batch_size: 8
42
+ - eval_batch_size: 8
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 10
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
51
+ |:-------------:|:------:|:----:|:---------------:|:-------:|:------:|:------:|
52
+ | No log | 0.0124 | 2 | 3.5045 | 0.0006 | 3.5045 | 1.8720 |
53
+ | No log | 0.0248 | 4 | 2.0601 | -0.0179 | 2.0601 | 1.4353 |
54
+ | No log | 0.0373 | 6 | 1.0783 | 0.0407 | 1.0783 | 1.0384 |
55
+ | No log | 0.0497 | 8 | 0.8781 | 0.0898 | 0.8781 | 0.9370 |
56
+ | No log | 0.0621 | 10 | 0.9421 | 0.0 | 0.9421 | 0.9706 |
57
+ | No log | 0.0745 | 12 | 0.9768 | -0.0052 | 0.9768 | 0.9883 |
58
+ | No log | 0.0870 | 14 | 0.8529 | -0.0052 | 0.8529 | 0.9235 |
59
+ | No log | 0.0994 | 16 | 0.8401 | 0.0755 | 0.8401 | 0.9166 |
60
+ | No log | 0.1118 | 18 | 0.8500 | 0.0563 | 0.8500 | 0.9219 |
61
+ | No log | 0.1242 | 20 | 0.8558 | -0.0154 | 0.8558 | 0.9251 |
62
+ | No log | 0.1366 | 22 | 0.8385 | 0.0027 | 0.8385 | 0.9157 |
63
+ | No log | 0.1491 | 24 | 0.8148 | 0.1072 | 0.8148 | 0.9027 |
64
+ | No log | 0.1615 | 26 | 0.8136 | 0.0919 | 0.8136 | 0.9020 |
65
+ | No log | 0.1739 | 28 | 0.8180 | 0.1135 | 0.8180 | 0.9044 |
66
+ | No log | 0.1863 | 30 | 0.8151 | 0.1442 | 0.8151 | 0.9028 |
67
+ | No log | 0.1988 | 32 | 0.8099 | 0.1495 | 0.8099 | 0.8999 |
68
+ | No log | 0.2112 | 34 | 0.8117 | 0.1883 | 0.8117 | 0.9010 |
69
+ | No log | 0.2236 | 36 | 0.8527 | 0.1778 | 0.8527 | 0.9234 |
70
+ | No log | 0.2360 | 38 | 0.8201 | 0.1798 | 0.8201 | 0.9056 |
71
+ | No log | 0.2484 | 40 | 0.7942 | 0.1247 | 0.7942 | 0.8912 |
72
+ | No log | 0.2609 | 42 | 0.7972 | 0.1291 | 0.7972 | 0.8929 |
73
+ | No log | 0.2733 | 44 | 0.8266 | 0.1863 | 0.8266 | 0.9092 |
74
+ | No log | 0.2857 | 46 | 0.8158 | 0.1695 | 0.8158 | 0.9032 |
75
+ | No log | 0.2981 | 48 | 0.7843 | 0.1129 | 0.7843 | 0.8856 |
76
+ | No log | 0.3106 | 50 | 0.9592 | -0.0046 | 0.9592 | 0.9794 |
77
+ | No log | 0.3230 | 52 | 1.2291 | -0.1073 | 1.2291 | 1.1087 |
78
+ | No log | 0.3354 | 54 | 1.2316 | -0.1673 | 1.2316 | 1.1098 |
79
+ | No log | 0.3478 | 56 | 1.0488 | -0.1148 | 1.0488 | 1.0241 |
80
+ | No log | 0.3602 | 58 | 0.9317 | 0.0744 | 0.9317 | 0.9653 |
81
+ | No log | 0.3727 | 60 | 1.0475 | 0.0025 | 1.0475 | 1.0235 |
82
+ | No log | 0.3851 | 62 | 1.1873 | 0.0 | 1.1873 | 1.0896 |
83
+ | No log | 0.3975 | 64 | 1.2076 | 0.0005 | 1.2076 | 1.0989 |
84
+ | No log | 0.4099 | 66 | 1.1370 | 0.0026 | 1.1370 | 1.0663 |
85
+ | No log | 0.4224 | 68 | 1.0410 | 0.0167 | 1.0410 | 1.0203 |
86
+ | No log | 0.4348 | 70 | 0.9601 | 0.0366 | 0.9601 | 0.9799 |
87
+ | No log | 0.4472 | 72 | 0.8979 | 0.1110 | 0.8979 | 0.9476 |
88
+ | No log | 0.4596 | 74 | 0.8828 | 0.1050 | 0.8828 | 0.9396 |
89
+ | No log | 0.4720 | 76 | 0.8809 | 0.0853 | 0.8809 | 0.9385 |
90
+ | No log | 0.4845 | 78 | 0.8111 | 0.1588 | 0.8111 | 0.9006 |
91
+ | No log | 0.4969 | 80 | 0.7688 | 0.1935 | 0.7688 | 0.8768 |
92
+ | No log | 0.5093 | 82 | 0.7749 | 0.2079 | 0.7749 | 0.8803 |
93
+ | No log | 0.5217 | 84 | 0.7726 | 0.2248 | 0.7726 | 0.8790 |
94
+ | No log | 0.5342 | 86 | 0.7346 | 0.2364 | 0.7346 | 0.8571 |
95
+ | No log | 0.5466 | 88 | 0.8098 | 0.1857 | 0.8098 | 0.8999 |
96
+ | No log | 0.5590 | 90 | 0.9314 | 0.0575 | 0.9314 | 0.9651 |
97
+ | No log | 0.5714 | 92 | 0.9283 | 0.0292 | 0.9283 | 0.9635 |
98
+ | No log | 0.5839 | 94 | 0.8522 | 0.0677 | 0.8522 | 0.9232 |
99
+ | No log | 0.5963 | 96 | 0.8035 | 0.1235 | 0.8035 | 0.8964 |
100
+ | No log | 0.6087 | 98 | 0.7789 | 0.2120 | 0.7789 | 0.8825 |
101
+ | No log | 0.6211 | 100 | 0.7937 | 0.2125 | 0.7937 | 0.8909 |
102
+ | No log | 0.6335 | 102 | 0.8255 | 0.1775 | 0.8255 | 0.9086 |
103
+ | No log | 0.6460 | 104 | 0.8342 | 0.1532 | 0.8342 | 0.9133 |
104
+ | No log | 0.6584 | 106 | 0.8163 | 0.1674 | 0.8163 | 0.9035 |
105
+ | No log | 0.6708 | 108 | 0.7886 | 0.1863 | 0.7886 | 0.8880 |
106
+ | No log | 0.6832 | 110 | 0.7483 | 0.2262 | 0.7483 | 0.8650 |
107
+ | No log | 0.6957 | 112 | 0.7463 | 0.2809 | 0.7463 | 0.8639 |
108
+ | No log | 0.7081 | 114 | 0.7688 | 0.3130 | 0.7688 | 0.8768 |
109
+ | No log | 0.7205 | 116 | 0.7939 | 0.3164 | 0.7939 | 0.8910 |
110
+ | No log | 0.7329 | 118 | 0.7640 | 0.3141 | 0.7640 | 0.8741 |
111
+ | No log | 0.7453 | 120 | 0.7472 | 0.2923 | 0.7472 | 0.8644 |
112
+ | No log | 0.7578 | 122 | 0.7841 | 0.1908 | 0.7841 | 0.8855 |
113
+ | No log | 0.7702 | 124 | 0.8084 | 0.1622 | 0.8084 | 0.8991 |
114
+ | No log | 0.7826 | 126 | 0.8069 | 0.1608 | 0.8069 | 0.8983 |
115
+ | No log | 0.7950 | 128 | 0.7459 | 0.2252 | 0.7459 | 0.8636 |
116
+ | No log | 0.8075 | 130 | 0.7207 | 0.2446 | 0.7207 | 0.8490 |
117
+ | No log | 0.8199 | 132 | 0.7553 | 0.1913 | 0.7553 | 0.8691 |
118
+ | No log | 0.8323 | 134 | 0.7969 | 0.1379 | 0.7969 | 0.8927 |
119
+ | No log | 0.8447 | 136 | 0.8167 | 0.1092 | 0.8167 | 0.9037 |
120
+ | No log | 0.8571 | 138 | 0.8474 | 0.1019 | 0.8474 | 0.9205 |
121
+ | No log | 0.8696 | 140 | 0.8836 | 0.0741 | 0.8836 | 0.9400 |
122
+ | No log | 0.8820 | 142 | 0.9181 | 0.0447 | 0.9181 | 0.9582 |
123
+ | No log | 0.8944 | 144 | 0.8497 | 0.1357 | 0.8497 | 0.9218 |
124
+ | No log | 0.9068 | 146 | 0.7872 | 0.1932 | 0.7872 | 0.8872 |
125
+ | No log | 0.9193 | 148 | 0.7671 | 0.1837 | 0.7671 | 0.8758 |
126
+ | No log | 0.9317 | 150 | 0.7637 | 0.2034 | 0.7637 | 0.8739 |
127
+ | No log | 0.9441 | 152 | 0.7561 | 0.1803 | 0.7561 | 0.8695 |
128
+ | No log | 0.9565 | 154 | 0.7557 | 0.1844 | 0.7557 | 0.8693 |
129
+ | No log | 0.9689 | 156 | 0.7858 | 0.1628 | 0.7858 | 0.8865 |
130
+ | No log | 0.9814 | 158 | 0.8231 | 0.1766 | 0.8231 | 0.9073 |
131
+ | No log | 0.9938 | 160 | 0.8402 | 0.1837 | 0.8402 | 0.9166 |
132
+ | No log | 1.0062 | 162 | 0.8290 | 0.1787 | 0.8290 | 0.9105 |
133
+ | No log | 1.0186 | 164 | 0.8204 | 0.1983 | 0.8204 | 0.9057 |
134
+ | No log | 1.0311 | 166 | 0.8199 | 0.1985 | 0.8199 | 0.9055 |
135
+ | No log | 1.0435 | 168 | 0.7882 | 0.2099 | 0.7882 | 0.8878 |
136
+ | No log | 1.0559 | 170 | 0.7707 | 0.2031 | 0.7707 | 0.8779 |
137
+ | No log | 1.0683 | 172 | 0.7540 | 0.2259 | 0.7540 | 0.8683 |
138
+ | No log | 1.0807 | 174 | 0.7508 | 0.2266 | 0.7508 | 0.8665 |
139
+ | No log | 1.0932 | 176 | 0.7591 | 0.1813 | 0.7591 | 0.8713 |
140
+ | No log | 1.1056 | 178 | 0.8123 | 0.1053 | 0.8123 | 0.9013 |
141
+ | No log | 1.1180 | 180 | 0.8777 | 0.1279 | 0.8777 | 0.9369 |
142
+ | No log | 1.1304 | 182 | 0.9139 | 0.2253 | 0.9139 | 0.9560 |
143
+ | No log | 1.1429 | 184 | 0.9672 | 0.3115 | 0.9672 | 0.9835 |
144
+ | No log | 1.1553 | 186 | 0.9616 | 0.3195 | 0.9616 | 0.9806 |
145
+ | No log | 1.1677 | 188 | 0.8892 | 0.2435 | 0.8892 | 0.9430 |
146
+ | No log | 1.1801 | 190 | 0.8012 | 0.1994 | 0.8012 | 0.8951 |
147
+ | No log | 1.1925 | 192 | 0.7517 | 0.1803 | 0.7517 | 0.8670 |
148
+ | No log | 1.2050 | 194 | 0.7480 | 0.2378 | 0.7480 | 0.8649 |
149
+ | No log | 1.2174 | 196 | 0.7625 | 0.1797 | 0.7625 | 0.8732 |
150
+ | No log | 1.2298 | 198 | 0.7946 | 0.1557 | 0.7946 | 0.8914 |
151
+ | No log | 1.2422 | 200 | 0.8141 | 0.1501 | 0.8141 | 0.9023 |
152
+ | No log | 1.2547 | 202 | 0.8176 | 0.1529 | 0.8176 | 0.9042 |
153
+ | No log | 1.2671 | 204 | 0.7932 | 0.1667 | 0.7932 | 0.8906 |
154
+ | No log | 1.2795 | 206 | 0.7637 | 0.1819 | 0.7637 | 0.8739 |
155
+ | No log | 1.2919 | 208 | 0.7577 | 0.1953 | 0.7577 | 0.8705 |
156
+ | No log | 1.3043 | 210 | 0.7460 | 0.2167 | 0.7460 | 0.8637 |
157
+ | No log | 1.3168 | 212 | 0.7436 | 0.2339 | 0.7436 | 0.8623 |
158
+ | No log | 1.3292 | 214 | 0.7553 | 0.2669 | 0.7553 | 0.8691 |
159
+ | No log | 1.3416 | 216 | 0.7622 | 0.2624 | 0.7622 | 0.8730 |
160
+ | No log | 1.3540 | 218 | 0.7743 | 0.2889 | 0.7743 | 0.8799 |
161
+ | No log | 1.3665 | 220 | 0.7712 | 0.2725 | 0.7712 | 0.8782 |
162
+ | No log | 1.3789 | 222 | 0.7730 | 0.2320 | 0.7730 | 0.8792 |
163
+ | No log | 1.3913 | 224 | 0.7766 | 0.2147 | 0.7766 | 0.8813 |
164
+ | No log | 1.4037 | 226 | 0.7591 | 0.2416 | 0.7591 | 0.8713 |
165
+ | No log | 1.4161 | 228 | 0.7482 | 0.2260 | 0.7482 | 0.8650 |
166
+ | No log | 1.4286 | 230 | 0.7379 | 0.2154 | 0.7379 | 0.8590 |
167
+ | No log | 1.4410 | 232 | 0.7358 | 0.2161 | 0.7358 | 0.8578 |
168
+ | No log | 1.4534 | 234 | 0.7310 | 0.2191 | 0.7310 | 0.8550 |
169
+ | No log | 1.4658 | 236 | 0.7303 | 0.2337 | 0.7303 | 0.8546 |
170
+ | No log | 1.4783 | 238 | 0.7259 | 0.2289 | 0.7259 | 0.8520 |
171
+ | No log | 1.4907 | 240 | 0.7301 | 0.2304 | 0.7301 | 0.8544 |
172
+ | No log | 1.5031 | 242 | 0.7355 | 0.2182 | 0.7355 | 0.8576 |
173
+ | No log | 1.5155 | 244 | 0.7326 | 0.2185 | 0.7326 | 0.8559 |
174
+ | No log | 1.5280 | 246 | 0.7348 | 0.2302 | 0.7348 | 0.8572 |
175
+ | No log | 1.5404 | 248 | 0.7604 | 0.1241 | 0.7604 | 0.8720 |
176
+ | No log | 1.5528 | 250 | 0.7884 | 0.0753 | 0.7884 | 0.8879 |
177
+ | No log | 1.5652 | 252 | 0.8276 | 0.0742 | 0.8276 | 0.9097 |
178
+ | No log | 1.5776 | 254 | 0.8424 | 0.2152 | 0.8424 | 0.9178 |
179
+ | No log | 1.5901 | 256 | 0.8277 | 0.2982 | 0.8277 | 0.9098 |
180
+ | No log | 1.6025 | 258 | 0.7783 | 0.2764 | 0.7783 | 0.8822 |
181
+ | No log | 1.6149 | 260 | 0.7422 | 0.2905 | 0.7422 | 0.8615 |
182
+ | No log | 1.6273 | 262 | 0.7455 | 0.3114 | 0.7455 | 0.8634 |
183
+ | No log | 1.6398 | 264 | 0.8037 | 0.3280 | 0.8037 | 0.8965 |
184
+ | No log | 1.6522 | 266 | 0.8348 | 0.2962 | 0.8348 | 0.9137 |
185
+ | No log | 1.6646 | 268 | 0.8287 | 0.3082 | 0.8287 | 0.9103 |
186
+ | No log | 1.6770 | 270 | 0.7793 | 0.3126 | 0.7793 | 0.8828 |
187
+ | No log | 1.6894 | 272 | 0.7461 | 0.2889 | 0.7461 | 0.8638 |
188
+ | No log | 1.7019 | 274 | 0.7479 | 0.2444 | 0.7479 | 0.8648 |
189
+ | No log | 1.7143 | 276 | 0.7667 | 0.2318 | 0.7667 | 0.8756 |
190
+ | No log | 1.7267 | 278 | 0.7753 | 0.2417 | 0.7753 | 0.8805 |
191
+ | No log | 1.7391 | 280 | 0.7698 | 0.2190 | 0.7698 | 0.8774 |
192
+ | No log | 1.7516 | 282 | 0.7799 | 0.2463 | 0.7799 | 0.8831 |
193
+ | No log | 1.7640 | 284 | 0.8122 | 0.2101 | 0.8122 | 0.9012 |
194
+ | No log | 1.7764 | 286 | 0.8065 | 0.2143 | 0.8065 | 0.8981 |
195
+ | No log | 1.7888 | 288 | 0.7948 | 0.2731 | 0.7948 | 0.8915 |
196
+ | No log | 1.8012 | 290 | 0.7740 | 0.3540 | 0.7740 | 0.8797 |
197
+ | No log | 1.8137 | 292 | 0.7678 | 0.4116 | 0.7678 | 0.8762 |
198
+ | No log | 1.8261 | 294 | 0.7577 | 0.3959 | 0.7577 | 0.8705 |
199
+ | No log | 1.8385 | 296 | 0.7308 | 0.3796 | 0.7308 | 0.8548 |
200
+ | No log | 1.8509 | 298 | 0.7221 | 0.3510 | 0.7221 | 0.8498 |
201
+ | No log | 1.8634 | 300 | 0.7315 | 0.3200 | 0.7315 | 0.8553 |
202
+ | No log | 1.8758 | 302 | 0.7378 | 0.2697 | 0.7378 | 0.8590 |
203
+ | No log | 1.8882 | 304 | 0.7313 | 0.2584 | 0.7313 | 0.8552 |
204
+ | No log | 1.9006 | 306 | 0.7120 | 0.2908 | 0.7120 | 0.8438 |
205
+ | No log | 1.9130 | 308 | 0.7080 | 0.2924 | 0.7080 | 0.8414 |
206
+ | No log | 1.9255 | 310 | 0.7032 | 0.3385 | 0.7032 | 0.8386 |
207
+ | No log | 1.9379 | 312 | 0.7048 | 0.3298 | 0.7048 | 0.8396 |
208
+ | No log | 1.9503 | 314 | 0.7071 | 0.3239 | 0.7071 | 0.8409 |
209
+ | No log | 1.9627 | 316 | 0.7122 | 0.3185 | 0.7122 | 0.8439 |
210
+ | No log | 1.9752 | 318 | 0.7193 | 0.2903 | 0.7193 | 0.8481 |
211
+ | No log | 1.9876 | 320 | 0.7312 | 0.2747 | 0.7312 | 0.8551 |
212
+ | No log | 2.0 | 322 | 0.7290 | 0.3054 | 0.7290 | 0.8538 |
213
+ | No log | 2.0124 | 324 | 0.7359 | 0.3187 | 0.7359 | 0.8578 |
214
+ | No log | 2.0248 | 326 | 0.7699 | 0.3375 | 0.7699 | 0.8774 |
215
+ | No log | 2.0373 | 328 | 0.7927 | 0.3800 | 0.7927 | 0.8903 |
216
+ | No log | 2.0497 | 330 | 0.7923 | 0.3534 | 0.7923 | 0.8901 |
217
+ | No log | 2.0621 | 332 | 0.7637 | 0.3381 | 0.7637 | 0.8739 |
218
+ | No log | 2.0745 | 334 | 0.7521 | 0.3328 | 0.7521 | 0.8672 |
219
+ | No log | 2.0870 | 336 | 0.7699 | 0.2332 | 0.7699 | 0.8775 |
220
+ | No log | 2.0994 | 338 | 0.8143 | 0.1727 | 0.8143 | 0.9024 |
221
+ | No log | 2.1118 | 340 | 0.8643 | 0.1627 | 0.8643 | 0.9297 |
222
+ | No log | 2.1242 | 342 | 0.8706 | 0.1579 | 0.8706 | 0.9330 |
223
+ | No log | 2.1366 | 344 | 0.8333 | 0.1834 | 0.8333 | 0.9129 |
224
+ | No log | 2.1491 | 346 | 0.7811 | 0.2466 | 0.7811 | 0.8838 |
225
+ | No log | 2.1615 | 348 | 0.7589 | 0.3058 | 0.7589 | 0.8712 |
226
+ | No log | 2.1739 | 350 | 0.7941 | 0.3657 | 0.7941 | 0.8911 |
227
+ | No log | 2.1863 | 352 | 0.8319 | 0.3441 | 0.8319 | 0.9121 |
228
+ | No log | 2.1988 | 354 | 0.8522 | 0.3547 | 0.8522 | 0.9232 |
229
+ | No log | 2.2112 | 356 | 0.8408 | 0.3369 | 0.8408 | 0.9170 |
230
+ | No log | 2.2236 | 358 | 0.8197 | 0.3794 | 0.8197 | 0.9054 |
231
+ | No log | 2.2360 | 360 | 0.8200 | 0.3427 | 0.8200 | 0.9056 |
232
+ | No log | 2.2484 | 362 | 0.8461 | 0.3021 | 0.8461 | 0.9198 |
233
+ | No log | 2.2609 | 364 | 0.8755 | 0.2857 | 0.8755 | 0.9357 |
234
+ | No log | 2.2733 | 366 | 0.8633 | 0.2806 | 0.8633 | 0.9291 |
235
+ | No log | 2.2857 | 368 | 0.8248 | 0.3157 | 0.8248 | 0.9082 |
236
+ | No log | 2.2981 | 370 | 0.7784 | 0.3199 | 0.7784 | 0.8823 |
237
+ | No log | 2.3106 | 372 | 0.7652 | 0.3822 | 0.7652 | 0.8747 |
238
+ | No log | 2.3230 | 374 | 0.7745 | 0.4108 | 0.7745 | 0.8801 |
239
+ | No log | 2.3354 | 376 | 0.7753 | 0.4221 | 0.7753 | 0.8805 |
240
+ | No log | 2.3478 | 378 | 0.7678 | 0.4114 | 0.7678 | 0.8762 |
241
+ | No log | 2.3602 | 380 | 0.7457 | 0.4045 | 0.7457 | 0.8636 |
242
+ | No log | 2.3727 | 382 | 0.7165 | 0.3755 | 0.7165 | 0.8465 |
243
+ | No log | 2.3851 | 384 | 0.7097 | 0.3681 | 0.7097 | 0.8424 |
244
+ | No log | 2.3975 | 386 | 0.6868 | 0.3699 | 0.6868 | 0.8287 |
245
+ | No log | 2.4099 | 388 | 0.6867 | 0.3089 | 0.6867 | 0.8286 |
246
+ | No log | 2.4224 | 390 | 0.7126 | 0.2757 | 0.7126 | 0.8441 |
247
+ | No log | 2.4348 | 392 | 0.7202 | 0.2575 | 0.7202 | 0.8487 |
248
+ | No log | 2.4472 | 394 | 0.7180 | 0.2643 | 0.7180 | 0.8473 |
249
+ | No log | 2.4596 | 396 | 0.7120 | 0.2643 | 0.7120 | 0.8438 |
250
+ | No log | 2.4720 | 398 | 0.6914 | 0.3025 | 0.6914 | 0.8315 |
251
+ | No log | 2.4845 | 400 | 0.6803 | 0.3139 | 0.6803 | 0.8248 |
252
+ | No log | 2.4969 | 402 | 0.6647 | 0.3604 | 0.6647 | 0.8153 |
253
+ | No log | 2.5093 | 404 | 0.6804 | 0.3798 | 0.6804 | 0.8249 |
254
+ | No log | 2.5217 | 406 | 0.7163 | 0.4334 | 0.7163 | 0.8463 |
255
+ | No log | 2.5342 | 408 | 0.7868 | 0.4425 | 0.7868 | 0.8870 |
256
+ | No log | 2.5466 | 410 | 0.8152 | 0.4371 | 0.8152 | 0.9029 |
257
+ | No log | 2.5590 | 412 | 0.8218 | 0.4236 | 0.8218 | 0.9065 |
258
+ | No log | 2.5714 | 414 | 0.8250 | 0.4381 | 0.8250 | 0.9083 |
259
+ | No log | 2.5839 | 416 | 0.8135 | 0.4294 | 0.8135 | 0.9020 |
260
+ | No log | 2.5963 | 418 | 0.8077 | 0.4060 | 0.8077 | 0.8987 |
261
+ | No log | 2.6087 | 420 | 0.8088 | 0.4030 | 0.8088 | 0.8993 |
262
+ | No log | 2.6211 | 422 | 0.8139 | 0.3873 | 0.8139 | 0.9022 |
263
+ | No log | 2.6335 | 424 | 0.8218 | 0.3926 | 0.8218 | 0.9066 |
264
+ | No log | 2.6460 | 426 | 0.8144 | 0.4147 | 0.8144 | 0.9024 |
265
+ | No log | 2.6584 | 428 | 0.8039 | 0.4297 | 0.8039 | 0.8966 |
266
+ | No log | 2.6708 | 430 | 0.7780 | 0.4291 | 0.7780 | 0.8821 |
267
+ | No log | 2.6832 | 432 | 0.7615 | 0.4283 | 0.7615 | 0.8727 |
268
+ | No log | 2.6957 | 434 | 0.7468 | 0.4498 | 0.7468 | 0.8642 |
269
+ | No log | 2.7081 | 436 | 0.7530 | 0.4532 | 0.7530 | 0.8677 |
270
+ | No log | 2.7205 | 438 | 0.7440 | 0.4378 | 0.7440 | 0.8625 |
271
+ | No log | 2.7329 | 440 | 0.7117 | 0.4087 | 0.7117 | 0.8436 |
272
+ | No log | 2.7453 | 442 | 0.6973 | 0.3689 | 0.6973 | 0.8350 |
273
+ | No log | 2.7578 | 444 | 0.6918 | 0.3497 | 0.6918 | 0.8317 |
274
+ | No log | 2.7702 | 446 | 0.6898 | 0.3419 | 0.6898 | 0.8306 |
275
+ | No log | 2.7826 | 448 | 0.6912 | 0.3487 | 0.6912 | 0.8314 |
276
+ | No log | 2.7950 | 450 | 0.6987 | 0.3581 | 0.6987 | 0.8359 |
277
+ | No log | 2.8075 | 452 | 0.7024 | 0.3522 | 0.7024 | 0.8381 |
278
+ | No log | 2.8199 | 454 | 0.7149 | 0.3610 | 0.7149 | 0.8455 |
279
+ | No log | 2.8323 | 456 | 0.7334 | 0.3575 | 0.7334 | 0.8564 |
280
+ | No log | 2.8447 | 458 | 0.7776 | 0.4048 | 0.7776 | 0.8818 |
281
+ | No log | 2.8571 | 460 | 0.8715 | 0.4015 | 0.8715 | 0.9336 |
282
+ | No log | 2.8696 | 462 | 0.9114 | 0.3958 | 0.9114 | 0.9547 |
283
+ | No log | 2.8820 | 464 | 0.9102 | 0.3810 | 0.9102 | 0.9541 |
284
+ | No log | 2.8944 | 466 | 0.8926 | 0.4157 | 0.8926 | 0.9448 |
285
+ | No log | 2.9068 | 468 | 0.8406 | 0.3854 | 0.8406 | 0.9168 |
286
+ | No log | 2.9193 | 470 | 0.8369 | 0.4034 | 0.8369 | 0.9148 |
287
+ | No log | 2.9317 | 472 | 0.8235 | 0.4145 | 0.8235 | 0.9075 |
288
+ | No log | 2.9441 | 474 | 0.8231 | 0.4192 | 0.8231 | 0.9073 |
289
+ | No log | 2.9565 | 476 | 0.8293 | 0.4197 | 0.8293 | 0.9107 |
290
+ | No log | 2.9689 | 478 | 0.8164 | 0.4308 | 0.8164 | 0.9035 |
291
+ | No log | 2.9814 | 480 | 0.7896 | 0.4253 | 0.7896 | 0.8886 |
292
+ | No log | 2.9938 | 482 | 0.7710 | 0.4260 | 0.7710 | 0.8781 |
293
+ | No log | 3.0062 | 484 | 0.7504 | 0.3887 | 0.7504 | 0.8662 |
294
+ | No log | 3.0186 | 486 | 0.7485 | 0.3968 | 0.7485 | 0.8652 |
295
+ | No log | 3.0311 | 488 | 0.7327 | 0.3674 | 0.7327 | 0.8560 |
296
+ | No log | 3.0435 | 490 | 0.7358 | 0.3678 | 0.7358 | 0.8578 |
297
+ | No log | 3.0559 | 492 | 0.7592 | 0.4021 | 0.7592 | 0.8713 |
298
+ | No log | 3.0683 | 494 | 0.7776 | 0.4299 | 0.7776 | 0.8818 |
299
+ | No log | 3.0807 | 496 | 0.7832 | 0.4431 | 0.7832 | 0.8850 |
300
+ | No log | 3.0932 | 498 | 0.8023 | 0.4468 | 0.8023 | 0.8957 |
301
+ | 0.8394 | 3.1056 | 500 | 0.7938 | 0.4264 | 0.7938 | 0.8910 |
302
+ | 0.8394 | 3.1180 | 502 | 0.7943 | 0.4208 | 0.7943 | 0.8912 |
303
+ | 0.8394 | 3.1304 | 504 | 0.7960 | 0.4050 | 0.7960 | 0.8922 |
304
+ | 0.8394 | 3.1429 | 506 | 0.7978 | 0.3973 | 0.7978 | 0.8932 |
305
+ | 0.8394 | 3.1553 | 508 | 0.8026 | 0.4072 | 0.8026 | 0.8959 |
306
+ | 0.8394 | 3.1677 | 510 | 0.8146 | 0.3922 | 0.8146 | 0.9025 |
307
+ | 0.8394 | 3.1801 | 512 | 0.8253 | 0.3836 | 0.8253 | 0.9084 |
308
+ | 0.8394 | 3.1925 | 514 | 0.8261 | 0.3661 | 0.8261 | 0.9089 |
309
+ | 0.8394 | 3.2050 | 516 | 0.8157 | 0.3729 | 0.8157 | 0.9031 |
310
+ | 0.8394 | 3.2174 | 518 | 0.7931 | 0.3921 | 0.7931 | 0.8906 |
311
+ | 0.8394 | 3.2298 | 520 | 0.7768 | 0.4045 | 0.7768 | 0.8814 |
312
+ | 0.8394 | 3.2422 | 522 | 0.7740 | 0.3971 | 0.7740 | 0.8798 |
313
+ | 0.8394 | 3.2547 | 524 | 0.7560 | 0.3697 | 0.7560 | 0.8695 |
314
+ | 0.8394 | 3.2671 | 526 | 0.7370 | 0.3606 | 0.7370 | 0.8585 |
315
+ | 0.8394 | 3.2795 | 528 | 0.7483 | 0.3855 | 0.7483 | 0.8651 |
316
+ | 0.8394 | 3.2919 | 530 | 0.7729 | 0.3922 | 0.7729 | 0.8791 |
317
+ | 0.8394 | 3.3043 | 532 | 0.7703 | 0.4201 | 0.7703 | 0.8777 |
318
+ | 0.8394 | 3.3168 | 534 | 0.7864 | 0.4158 | 0.7864 | 0.8868 |
319
+ | 0.8394 | 3.3292 | 536 | 0.8079 | 0.4087 | 0.8079 | 0.8988 |
320
+ | 0.8394 | 3.3416 | 538 | 0.7830 | 0.4176 | 0.7830 | 0.8849 |
321
+ | 0.8394 | 3.3540 | 540 | 0.7637 | 0.3961 | 0.7637 | 0.8739 |
322
+ | 0.8394 | 3.3665 | 542 | 0.7262 | 0.3947 | 0.7262 | 0.8522 |
323
+ | 0.8394 | 3.3789 | 544 | 0.7145 | 0.3770 | 0.7145 | 0.8453 |
324
+ | 0.8394 | 3.3913 | 546 | 0.7130 | 0.3650 | 0.7130 | 0.8444 |
325
+ | 0.8394 | 3.4037 | 548 | 0.7217 | 0.3545 | 0.7217 | 0.8495 |
326
+ | 0.8394 | 3.4161 | 550 | 0.7275 | 0.3948 | 0.7275 | 0.8530 |
327
+ | 0.8394 | 3.4286 | 552 | 0.7714 | 0.4217 | 0.7714 | 0.8783 |
328
+ | 0.8394 | 3.4410 | 554 | 0.7975 | 0.4133 | 0.7975 | 0.8930 |
329
+ | 0.8394 | 3.4534 | 556 | 0.7604 | 0.4210 | 0.7604 | 0.8720 |
330
+ | 0.8394 | 3.4658 | 558 | 0.7053 | 0.3740 | 0.7053 | 0.8398 |
331
+ | 0.8394 | 3.4783 | 560 | 0.6867 | 0.3660 | 0.6867 | 0.8286 |
332
+ | 0.8394 | 3.4907 | 562 | 0.6848 | 0.3536 | 0.6848 | 0.8275 |
333
+ | 0.8394 | 3.5031 | 564 | 0.6787 | 0.3515 | 0.6787 | 0.8238 |
334
+ | 0.8394 | 3.5155 | 566 | 0.6691 | 0.3736 | 0.6691 | 0.8180 |
335
+ | 0.8394 | 3.5280 | 568 | 0.6940 | 0.3968 | 0.6940 | 0.8331 |
336
+ | 0.8394 | 3.5404 | 570 | 0.7550 | 0.3996 | 0.7550 | 0.8689 |
337
+ | 0.8394 | 3.5528 | 572 | 0.7808 | 0.4024 | 0.7808 | 0.8836 |
338
+ | 0.8394 | 3.5652 | 574 | 0.7746 | 0.4062 | 0.7746 | 0.8801 |
339
+ | 0.8394 | 3.5776 | 576 | 0.7489 | 0.4020 | 0.7489 | 0.8654 |
340
+ | 0.8394 | 3.5901 | 578 | 0.7128 | 0.3926 | 0.7128 | 0.8442 |
341
+ | 0.8394 | 3.6025 | 580 | 0.7176 | 0.3965 | 0.7176 | 0.8471 |
342
+ | 0.8394 | 3.6149 | 582 | 0.7384 | 0.3818 | 0.7384 | 0.8593 |
343
+ | 0.8394 | 3.6273 | 584 | 0.7748 | 0.3722 | 0.7748 | 0.8802 |
344
+ | 0.8394 | 3.6398 | 586 | 0.7969 | 0.3691 | 0.7969 | 0.8927 |
345
+ | 0.8394 | 3.6522 | 588 | 0.8372 | 0.3562 | 0.8372 | 0.9150 |
346
+ | 0.8394 | 3.6646 | 590 | 0.8577 | 0.3565 | 0.8577 | 0.9261 |
347
+ | 0.8394 | 3.6770 | 592 | 0.8717 | 0.3607 | 0.8717 | 0.9337 |
348
+ | 0.8394 | 3.6894 | 594 | 0.8757 | 0.3651 | 0.8757 | 0.9358 |
349
+ | 0.8394 | 3.7019 | 596 | 0.8549 | 0.3781 | 0.8549 | 0.9246 |
350
+ | 0.8394 | 3.7143 | 598 | 0.8258 | 0.3870 | 0.8258 | 0.9087 |
351
+ | 0.8394 | 3.7267 | 600 | 0.8142 | 0.3702 | 0.8142 | 0.9023 |
352
+ | 0.8394 | 3.7391 | 602 | 0.8100 | 0.3560 | 0.8100 | 0.9000 |
353
+ | 0.8394 | 3.7516 | 604 | 0.7968 | 0.3454 | 0.7968 | 0.8926 |
354
+ | 0.8394 | 3.7640 | 606 | 0.7757 | 0.3523 | 0.7757 | 0.8807 |
355
+ | 0.8394 | 3.7764 | 608 | 0.7791 | 0.3659 | 0.7791 | 0.8827 |
356
+ | 0.8394 | 3.7888 | 610 | 0.8028 | 0.3840 | 0.8028 | 0.8960 |
357
+ | 0.8394 | 3.8012 | 612 | 0.8072 | 0.3808 | 0.8072 | 0.8985 |
358
+ | 0.8394 | 3.8137 | 614 | 0.8168 | 0.3896 | 0.8168 | 0.9038 |
359
+ | 0.8394 | 3.8261 | 616 | 0.8080 | 0.3937 | 0.8080 | 0.8989 |
360
+ | 0.8394 | 3.8385 | 618 | 0.8205 | 0.3948 | 0.8205 | 0.9058 |
361
+ | 0.8394 | 3.8509 | 620 | 0.8203 | 0.4036 | 0.8203 | 0.9057 |
362
+ | 0.8394 | 3.8634 | 622 | 0.8211 | 0.4049 | 0.8211 | 0.9062 |
363
+ | 0.8394 | 3.8758 | 624 | 0.8255 | 0.4228 | 0.8255 | 0.9086 |
364
+ | 0.8394 | 3.8882 | 626 | 0.8405 | 0.4243 | 0.8405 | 0.9168 |
365
+ | 0.8394 | 3.9006 | 628 | 0.8485 | 0.4095 | 0.8485 | 0.9211 |
366
+ | 0.8394 | 3.9130 | 630 | 0.8243 | 0.4077 | 0.8243 | 0.9079 |
367
+ | 0.8394 | 3.9255 | 632 | 0.7979 | 0.4032 | 0.7979 | 0.8933 |
368
+ | 0.8394 | 3.9379 | 634 | 0.7689 | 0.4043 | 0.7689 | 0.8769 |
369
+ | 0.8394 | 3.9503 | 636 | 0.7677 | 0.3423 | 0.7677 | 0.8762 |
370
+ | 0.8394 | 3.9627 | 638 | 0.7978 | 0.3057 | 0.7978 | 0.8932 |
371
+ | 0.8394 | 3.9752 | 640 | 0.8095 | 0.2789 | 0.8095 | 0.8997 |
372
+ | 0.8394 | 3.9876 | 642 | 0.7742 | 0.2806 | 0.7742 | 0.8799 |
373
+ | 0.8394 | 4.0 | 644 | 0.7231 | 0.2961 | 0.7231 | 0.8504 |
374
+ | 0.8394 | 4.0124 | 646 | 0.6929 | 0.3158 | 0.6929 | 0.8324 |
375
+ | 0.8394 | 4.0248 | 648 | 0.6885 | 0.3433 | 0.6885 | 0.8298 |
376
+ | 0.8394 | 4.0373 | 650 | 0.6974 | 0.4069 | 0.6974 | 0.8351 |
377
+ | 0.8394 | 4.0497 | 652 | 0.7506 | 0.4448 | 0.7506 | 0.8664 |
378
+ | 0.8394 | 4.0621 | 654 | 0.8418 | 0.4396 | 0.8418 | 0.9175 |
379
+ | 0.8394 | 4.0745 | 656 | 0.8902 | 0.4339 | 0.8902 | 0.9435 |
380
+ | 0.8394 | 4.0870 | 658 | 0.8920 | 0.4516 | 0.8920 | 0.9445 |
381
+ | 0.8394 | 4.0994 | 660 | 0.8545 | 0.4521 | 0.8545 | 0.9244 |
382
+ | 0.8394 | 4.1118 | 662 | 0.8177 | 0.4305 | 0.8177 | 0.9043 |
383
+ | 0.8394 | 4.1242 | 664 | 0.7831 | 0.4278 | 0.7831 | 0.8849 |
384
+ | 0.8394 | 4.1366 | 666 | 0.7808 | 0.4388 | 0.7808 | 0.8836 |
385
+ | 0.8394 | 4.1491 | 668 | 0.7838 | 0.4353 | 0.7838 | 0.8853 |
386
+ | 0.8394 | 4.1615 | 670 | 0.7694 | 0.4082 | 0.7694 | 0.8771 |
387
+ | 0.8394 | 4.1739 | 672 | 0.7458 | 0.4084 | 0.7458 | 0.8636 |
388
+ | 0.8394 | 4.1863 | 674 | 0.7260 | 0.3837 | 0.7260 | 0.8521 |
389
+ | 0.8394 | 4.1988 | 676 | 0.7110 | 0.3918 | 0.7110 | 0.8432 |
390
+ | 0.8394 | 4.2112 | 678 | 0.7043 | 0.3713 | 0.7043 | 0.8392 |
391
+ | 0.8394 | 4.2236 | 680 | 0.7093 | 0.3740 | 0.7093 | 0.8422 |
392
+ | 0.8394 | 4.2360 | 682 | 0.7193 | 0.3886 | 0.7193 | 0.8481 |
393
+ | 0.8394 | 4.2484 | 684 | 0.7257 | 0.4078 | 0.7257 | 0.8519 |
394
+ | 0.8394 | 4.2609 | 686 | 0.7462 | 0.4214 | 0.7462 | 0.8638 |
395
+ | 0.8394 | 4.2733 | 688 | 0.7578 | 0.4453 | 0.7578 | 0.8705 |
396
+ | 0.8394 | 4.2857 | 690 | 0.7593 | 0.4308 | 0.7593 | 0.8714 |
397
+ | 0.8394 | 4.2981 | 692 | 0.7579 | 0.4377 | 0.7579 | 0.8706 |
398
+ | 0.8394 | 4.3106 | 694 | 0.7704 | 0.4492 | 0.7704 | 0.8777 |
399
+ | 0.8394 | 4.3230 | 696 | 0.7650 | 0.4296 | 0.7650 | 0.8746 |
400
+ | 0.8394 | 4.3354 | 698 | 0.7663 | 0.4024 | 0.7663 | 0.8754 |
401
+ | 0.8394 | 4.3478 | 700 | 0.7704 | 0.3836 | 0.7704 | 0.8777 |
402
+ | 0.8394 | 4.3602 | 702 | 0.7831 | 0.4105 | 0.7831 | 0.8849 |
403
+ | 0.8394 | 4.3727 | 704 | 0.8033 | 0.4273 | 0.8033 | 0.8963 |
404
+ | 0.8394 | 4.3851 | 706 | 0.8341 | 0.4149 | 0.8341 | 0.9133 |
405
+ | 0.8394 | 4.3975 | 708 | 0.8700 | 0.4201 | 0.8700 | 0.9327 |
406
+ | 0.8394 | 4.4099 | 710 | 0.8626 | 0.4199 | 0.8626 | 0.9288 |
407
+ | 0.8394 | 4.4224 | 712 | 0.8216 | 0.4228 | 0.8216 | 0.9064 |
408
+ | 0.8394 | 4.4348 | 714 | 0.8169 | 0.4236 | 0.8169 | 0.9038 |
409
+ | 0.8394 | 4.4472 | 716 | 0.7996 | 0.4214 | 0.7996 | 0.8942 |
410
+ | 0.8394 | 4.4596 | 718 | 0.7976 | 0.4126 | 0.7976 | 0.8931 |
411
+ | 0.8394 | 4.4720 | 720 | 0.7739 | 0.4204 | 0.7739 | 0.8797 |
412
+ | 0.8394 | 4.4845 | 722 | 0.7601 | 0.4138 | 0.7601 | 0.8718 |
413
+ | 0.8394 | 4.4969 | 724 | 0.7475 | 0.4258 | 0.7475 | 0.8646 |
414
+ | 0.8394 | 4.5093 | 726 | 0.7496 | 0.4115 | 0.7496 | 0.8658 |
415
+ | 0.8394 | 4.5217 | 728 | 0.7702 | 0.4230 | 0.7702 | 0.8776 |
416
+ | 0.8394 | 4.5342 | 730 | 0.7751 | 0.4166 | 0.7751 | 0.8804 |
417
+ | 0.8394 | 4.5466 | 732 | 0.7567 | 0.4153 | 0.7567 | 0.8699 |
418
+ | 0.8394 | 4.5590 | 734 | 0.7235 | 0.4136 | 0.7235 | 0.8506 |
419
+ | 0.8394 | 4.5714 | 736 | 0.7031 | 0.4101 | 0.7031 | 0.8385 |
420
+ | 0.8394 | 4.5839 | 738 | 0.6842 | 0.3759 | 0.6842 | 0.8272 |
421
+ | 0.8394 | 4.5963 | 740 | 0.6829 | 0.3601 | 0.6829 | 0.8264 |
422
+ | 0.8394 | 4.6087 | 742 | 0.6948 | 0.3513 | 0.6948 | 0.8335 |
423
+ | 0.8394 | 4.6211 | 744 | 0.7082 | 0.3441 | 0.7082 | 0.8416 |
424
+ | 0.8394 | 4.6335 | 746 | 0.7109 | 0.3302 | 0.7109 | 0.8431 |
425
+ | 0.8394 | 4.6460 | 748 | 0.7050 | 0.3333 | 0.7050 | 0.8396 |
426
+ | 0.8394 | 4.6584 | 750 | 0.6890 | 0.3810 | 0.6890 | 0.8301 |
427
+ | 0.8394 | 4.6708 | 752 | 0.6960 | 0.4138 | 0.6960 | 0.8342 |
428
+ | 0.8394 | 4.6832 | 754 | 0.7245 | 0.4212 | 0.7245 | 0.8512 |
429
+ | 0.8394 | 4.6957 | 756 | 0.7663 | 0.4415 | 0.7663 | 0.8754 |
430
+ | 0.8394 | 4.7081 | 758 | 0.7729 | 0.4455 | 0.7729 | 0.8792 |
431
+ | 0.8394 | 4.7205 | 760 | 0.7763 | 0.4401 | 0.7763 | 0.8811 |
432
+ | 0.8394 | 4.7329 | 762 | 0.7723 | 0.4415 | 0.7723 | 0.8788 |
433
+ | 0.8394 | 4.7453 | 764 | 0.7689 | 0.4487 | 0.7689 | 0.8769 |
434
+ | 0.8394 | 4.7578 | 766 | 0.7749 | 0.4519 | 0.7749 | 0.8803 |
435
+ | 0.8394 | 4.7702 | 768 | 0.7803 | 0.4450 | 0.7803 | 0.8833 |
436
+ | 0.8394 | 4.7826 | 770 | 0.7549 | 0.4524 | 0.7549 | 0.8688 |
437
+ | 0.8394 | 4.7950 | 772 | 0.7564 | 0.4474 | 0.7564 | 0.8697 |
438
+ | 0.8394 | 4.8075 | 774 | 0.7576 | 0.4419 | 0.7576 | 0.8704 |
439
+ | 0.8394 | 4.8199 | 776 | 0.7565 | 0.4301 | 0.7565 | 0.8698 |
440
+ | 0.8394 | 4.8323 | 778 | 0.7509 | 0.4171 | 0.7509 | 0.8665 |
441
+ | 0.8394 | 4.8447 | 780 | 0.7522 | 0.4278 | 0.7522 | 0.8673 |
442
+ | 0.8394 | 4.8571 | 782 | 0.7612 | 0.4418 | 0.7612 | 0.8724 |
443
+ | 0.8394 | 4.8696 | 784 | 0.7715 | 0.4337 | 0.7715 | 0.8784 |
444
+ | 0.8394 | 4.8820 | 786 | 0.7664 | 0.4346 | 0.7664 | 0.8754 |
445
+ | 0.8394 | 4.8944 | 788 | 0.7728 | 0.4416 | 0.7728 | 0.8791 |
446
+ | 0.8394 | 4.9068 | 790 | 0.7705 | 0.4338 | 0.7705 | 0.8778 |
447
+ | 0.8394 | 4.9193 | 792 | 0.7644 | 0.4228 | 0.7644 | 0.8743 |
448
+ | 0.8394 | 4.9317 | 794 | 0.7692 | 0.4130 | 0.7692 | 0.8771 |
449
+ | 0.8394 | 4.9441 | 796 | 0.7760 | 0.4102 | 0.7760 | 0.8809 |
450
+ | 0.8394 | 4.9565 | 798 | 0.7830 | 0.4076 | 0.7830 | 0.8849 |
451
+ | 0.8394 | 4.9689 | 800 | 0.7796 | 0.4073 | 0.7796 | 0.8829 |
452
+ | 0.8394 | 4.9814 | 802 | 0.7819 | 0.4120 | 0.7819 | 0.8842 |
453
+ | 0.8394 | 4.9938 | 804 | 0.7937 | 0.4210 | 0.7937 | 0.8909 |
454
+ | 0.8394 | 5.0062 | 806 | 0.8107 | 0.4173 | 0.8107 | 0.9004 |
455
+ | 0.8394 | 5.0186 | 808 | 0.8258 | 0.4124 | 0.8258 | 0.9087 |
456
+ | 0.8394 | 5.0311 | 810 | 0.8200 | 0.4183 | 0.8200 | 0.9055 |
457
+ | 0.8394 | 5.0435 | 812 | 0.8201 | 0.4113 | 0.8201 | 0.9056 |
458
+ | 0.8394 | 5.0559 | 814 | 0.8312 | 0.4134 | 0.8312 | 0.9117 |
459
+ | 0.8394 | 5.0683 | 816 | 0.8280 | 0.4122 | 0.8280 | 0.9099 |
460
+ | 0.8394 | 5.0807 | 818 | 0.8153 | 0.4066 | 0.8153 | 0.9030 |
461
+ | 0.8394 | 5.0932 | 820 | 0.7937 | 0.4085 | 0.7937 | 0.8909 |
462
+ | 0.8394 | 5.1056 | 822 | 0.7609 | 0.4086 | 0.7609 | 0.8723 |
463
+ | 0.8394 | 5.1180 | 824 | 0.7371 | 0.4240 | 0.7371 | 0.8586 |
464
+ | 0.8394 | 5.1304 | 826 | 0.7289 | 0.4240 | 0.7289 | 0.8538 |
465
+ | 0.8394 | 5.1429 | 828 | 0.7259 | 0.4233 | 0.7259 | 0.8520 |
466
+ | 0.8394 | 5.1553 | 830 | 0.7152 | 0.4133 | 0.7152 | 0.8457 |
467
+ | 0.8394 | 5.1677 | 832 | 0.7117 | 0.4217 | 0.7117 | 0.8437 |
468
+ | 0.8394 | 5.1801 | 834 | 0.7059 | 0.4331 | 0.7059 | 0.8402 |
469
+ | 0.8394 | 5.1925 | 836 | 0.7153 | 0.4363 | 0.7153 | 0.8458 |
470
+ | 0.8394 | 5.2050 | 838 | 0.7206 | 0.4235 | 0.7206 | 0.8489 |
471
+ | 0.8394 | 5.2174 | 840 | 0.7235 | 0.4344 | 0.7235 | 0.8506 |
472
+ | 0.8394 | 5.2298 | 842 | 0.7615 | 0.4426 | 0.7615 | 0.8726 |
473
+ | 0.8394 | 5.2422 | 844 | 0.7947 | 0.4258 | 0.7947 | 0.8915 |
474
+ | 0.8394 | 5.2547 | 846 | 0.8304 | 0.4036 | 0.8304 | 0.9113 |
475
+ | 0.8394 | 5.2671 | 848 | 0.8286 | 0.4094 | 0.8286 | 0.9103 |
476
+ | 0.8394 | 5.2795 | 850 | 0.7826 | 0.4351 | 0.7826 | 0.8846 |
477
+ | 0.8394 | 5.2919 | 852 | 0.7305 | 0.4479 | 0.7305 | 0.8547 |
478
+ | 0.8394 | 5.3043 | 854 | 0.7114 | 0.4132 | 0.7114 | 0.8434 |
479
+ | 0.8394 | 5.3168 | 856 | 0.7094 | 0.4147 | 0.7094 | 0.8423 |
480
+ | 0.8394 | 5.3292 | 858 | 0.7115 | 0.4169 | 0.7115 | 0.8435 |
481
+ | 0.8394 | 5.3416 | 860 | 0.7164 | 0.4065 | 0.7164 | 0.8464 |
482
+ | 0.8394 | 5.3540 | 862 | 0.7257 | 0.3811 | 0.7257 | 0.8519 |
483
+ | 0.8394 | 5.3665 | 864 | 0.7310 | 0.3763 | 0.7310 | 0.8550 |
484
+ | 0.8394 | 5.3789 | 866 | 0.7372 | 0.3886 | 0.7372 | 0.8586 |
485
+ | 0.8394 | 5.3913 | 868 | 0.7465 | 0.4053 | 0.7465 | 0.8640 |
486
+ | 0.8394 | 5.4037 | 870 | 0.7756 | 0.3996 | 0.7756 | 0.8807 |
487
+ | 0.8394 | 5.4161 | 872 | 0.8080 | 0.4138 | 0.8080 | 0.8989 |
488
+ | 0.8394 | 5.4286 | 874 | 0.8372 | 0.4256 | 0.8372 | 0.9150 |
489
+ | 0.8394 | 5.4410 | 876 | 0.8614 | 0.4253 | 0.8614 | 0.9281 |
490
+ | 0.8394 | 5.4534 | 878 | 0.8494 | 0.4211 | 0.8494 | 0.9216 |
491
+ | 0.8394 | 5.4658 | 880 | 0.8404 | 0.4140 | 0.8404 | 0.9167 |
492
+ | 0.8394 | 5.4783 | 882 | 0.8267 | 0.4055 | 0.8267 | 0.9092 |
493
+ | 0.8394 | 5.4907 | 884 | 0.8198 | 0.3796 | 0.8198 | 0.9054 |
494
+ | 0.8394 | 5.5031 | 886 | 0.8160 | 0.3785 | 0.8160 | 0.9033 |
495
+ | 0.8394 | 5.5155 | 888 | 0.8028 | 0.3808 | 0.8028 | 0.8960 |
496
+ | 0.8394 | 5.5280 | 890 | 0.7875 | 0.3723 | 0.7875 | 0.8874 |
497
+ | 0.8394 | 5.5404 | 892 | 0.7823 | 0.3700 | 0.7823 | 0.8845 |
498
+ | 0.8394 | 5.5528 | 894 | 0.7749 | 0.3737 | 0.7749 | 0.8803 |
499
+ | 0.8394 | 5.5652 | 896 | 0.7710 | 0.3693 | 0.7710 | 0.8781 |
500
+ | 0.8394 | 5.5776 | 898 | 0.7629 | 0.3704 | 0.7629 | 0.8734 |
501
+ | 0.8394 | 5.5901 | 900 | 0.7560 | 0.3789 | 0.7560 | 0.8695 |
502
+ | 0.8394 | 5.6025 | 902 | 0.7565 | 0.3821 | 0.7565 | 0.8698 |
503
+ | 0.8394 | 5.6149 | 904 | 0.7501 | 0.4001 | 0.7501 | 0.8661 |
504
+ | 0.8394 | 5.6273 | 906 | 0.7498 | 0.3766 | 0.7498 | 0.8659 |
505
+ | 0.8394 | 5.6398 | 908 | 0.7528 | 0.3793 | 0.7528 | 0.8676 |
506
+ | 0.8394 | 5.6522 | 910 | 0.7537 | 0.3928 | 0.7537 | 0.8681 |
507
+ | 0.8394 | 5.6646 | 912 | 0.7517 | 0.3985 | 0.7517 | 0.8670 |
508
+ | 0.8394 | 5.6770 | 914 | 0.7559 | 0.4023 | 0.7559 | 0.8694 |
509
+ | 0.8394 | 5.6894 | 916 | 0.7628 | 0.4156 | 0.7628 | 0.8734 |
510
+ | 0.8394 | 5.7019 | 918 | 0.7671 | 0.4061 | 0.7671 | 0.8758 |
511
+ | 0.8394 | 5.7143 | 920 | 0.7662 | 0.3954 | 0.7662 | 0.8753 |
512
+ | 0.8394 | 5.7267 | 922 | 0.7649 | 0.3954 | 0.7649 | 0.8746 |
513
+ | 0.8394 | 5.7391 | 924 | 0.7550 | 0.3942 | 0.7550 | 0.8689 |
514
+ | 0.8394 | 5.7516 | 926 | 0.7431 | 0.3949 | 0.7431 | 0.8620 |
515
+ | 0.8394 | 5.7640 | 928 | 0.7389 | 0.4026 | 0.7389 | 0.8596 |
516
+ | 0.8394 | 5.7764 | 930 | 0.7415 | 0.3996 | 0.7415 | 0.8611 |
517
+ | 0.8394 | 5.7888 | 932 | 0.7419 | 0.4161 | 0.7419 | 0.8614 |
518
+ | 0.8394 | 5.8012 | 934 | 0.7482 | 0.4330 | 0.7482 | 0.8650 |
519
+ | 0.8394 | 5.8137 | 936 | 0.7660 | 0.4283 | 0.7660 | 0.8752 |
520
+ | 0.8394 | 5.8261 | 938 | 0.7663 | 0.4178 | 0.7663 | 0.8754 |
521
+ | 0.8394 | 5.8385 | 940 | 0.7622 | 0.4181 | 0.7622 | 0.8730 |
522
+ | 0.8394 | 5.8509 | 942 | 0.7632 | 0.4238 | 0.7632 | 0.8736 |
523
+ | 0.8394 | 5.8634 | 944 | 0.7594 | 0.4151 | 0.7594 | 0.8715 |
524
+ | 0.8394 | 5.8758 | 946 | 0.7642 | 0.4156 | 0.7642 | 0.8742 |
525
+ | 0.8394 | 5.8882 | 948 | 0.7787 | 0.4224 | 0.7787 | 0.8824 |
526
+ | 0.8394 | 5.9006 | 950 | 0.7911 | 0.4227 | 0.7910 | 0.8894 |
527
+ | 0.8394 | 5.9130 | 952 | 0.7937 | 0.4033 | 0.7937 | 0.8909 |
528
+ | 0.8394 | 5.9255 | 954 | 0.7920 | 0.4021 | 0.7920 | 0.8899 |
529
+ | 0.8394 | 5.9379 | 956 | 0.7855 | 0.3973 | 0.7855 | 0.8863 |
530
+ | 0.8394 | 5.9503 | 958 | 0.7843 | 0.3902 | 0.7843 | 0.8856 |
531
+ | 0.8394 | 5.9627 | 960 | 0.7870 | 0.3970 | 0.7870 | 0.8871 |
532
+ | 0.8394 | 5.9752 | 962 | 0.7983 | 0.4242 | 0.7983 | 0.8935 |
533
+ | 0.8394 | 5.9876 | 964 | 0.7961 | 0.4188 | 0.7961 | 0.8922 |
534
+ | 0.8394 | 6.0 | 966 | 0.7838 | 0.4287 | 0.7838 | 0.8853 |
535
+ | 0.8394 | 6.0124 | 968 | 0.7712 | 0.4328 | 0.7712 | 0.8782 |
536
+ | 0.8394 | 6.0248 | 970 | 0.7627 | 0.4177 | 0.7627 | 0.8733 |
537
+ | 0.8394 | 6.0373 | 972 | 0.7619 | 0.4078 | 0.7619 | 0.8729 |
538
+ | 0.8394 | 6.0497 | 974 | 0.7684 | 0.4081 | 0.7684 | 0.8766 |
539
+ | 0.8394 | 6.0621 | 976 | 0.7694 | 0.4007 | 0.7694 | 0.8771 |
540
+ | 0.8394 | 6.0745 | 978 | 0.7737 | 0.3960 | 0.7737 | 0.8796 |
541
+ | 0.8394 | 6.0870 | 980 | 0.7793 | 0.4010 | 0.7793 | 0.8828 |
542
+ | 0.8394 | 6.0994 | 982 | 0.7890 | 0.3961 | 0.7890 | 0.8882 |
543
+ | 0.8394 | 6.1118 | 984 | 0.7892 | 0.3923 | 0.7892 | 0.8883 |
544
+ | 0.8394 | 6.1242 | 986 | 0.7965 | 0.3968 | 0.7965 | 0.8925 |
545
+ | 0.8394 | 6.1366 | 988 | 0.7994 | 0.4004 | 0.7994 | 0.8941 |
546
+ | 0.8394 | 6.1491 | 990 | 0.8058 | 0.4128 | 0.8058 | 0.8977 |
547
+ | 0.8394 | 6.1615 | 992 | 0.8026 | 0.4331 | 0.8026 | 0.8959 |
548
+ | 0.8394 | 6.1739 | 994 | 0.7948 | 0.4331 | 0.7948 | 0.8915 |
549
+ | 0.8394 | 6.1863 | 996 | 0.7826 | 0.4328 | 0.7826 | 0.8847 |
550
+ | 0.8394 | 6.1988 | 998 | 0.7733 | 0.4237 | 0.7733 | 0.8794 |
551
+ | 0.4848 | 6.2112 | 1000 | 0.7686 | 0.4209 | 0.7686 | 0.8767 |
552
+ | 0.4848 | 6.2236 | 1002 | 0.7734 | 0.4186 | 0.7734 | 0.8794 |
553
+ | 0.4848 | 6.2360 | 1004 | 0.7896 | 0.4366 | 0.7896 | 0.8886 |
554
+ | 0.4848 | 6.2484 | 1006 | 0.7955 | 0.4308 | 0.7955 | 0.8919 |
555
+ | 0.4848 | 6.2609 | 1008 | 0.7882 | 0.4411 | 0.7882 | 0.8878 |
556
+ | 0.4848 | 6.2733 | 1010 | 0.7694 | 0.4382 | 0.7694 | 0.8771 |
557
+ | 0.4848 | 6.2857 | 1012 | 0.7524 | 0.4128 | 0.7524 | 0.8674 |
558
+ | 0.4848 | 6.2981 | 1014 | 0.7565 | 0.3906 | 0.7565 | 0.8698 |
559
+ | 0.4848 | 6.3106 | 1016 | 0.7634 | 0.3669 | 0.7634 | 0.8737 |
560
+ | 0.4848 | 6.3230 | 1018 | 0.7625 | 0.3601 | 0.7625 | 0.8732 |
561
+ | 0.4848 | 6.3354 | 1020 | 0.7633 | 0.3588 | 0.7633 | 0.8737 |
562
+ | 0.4848 | 6.3478 | 1022 | 0.7693 | 0.3738 | 0.7693 | 0.8771 |
563
+ | 0.4848 | 6.3602 | 1024 | 0.7754 | 0.4249 | 0.7754 | 0.8806 |
564
+ | 0.4848 | 6.3727 | 1026 | 0.7926 | 0.4477 | 0.7926 | 0.8903 |
565
+ | 0.4848 | 6.3851 | 1028 | 0.8176 | 0.4392 | 0.8176 | 0.9042 |
566
+ | 0.4848 | 6.3975 | 1030 | 0.8561 | 0.4133 | 0.8561 | 0.9252 |
567
+ | 0.4848 | 6.4099 | 1032 | 0.8860 | 0.4258 | 0.8860 | 0.9413 |
568
+ | 0.4848 | 6.4224 | 1034 | 0.9008 | 0.4248 | 0.9008 | 0.9491 |
569
+ | 0.4848 | 6.4348 | 1036 | 0.8947 | 0.4301 | 0.8947 | 0.9459 |
570
+ | 0.4848 | 6.4472 | 1038 | 0.8553 | 0.4366 | 0.8553 | 0.9248 |
571
+ | 0.4848 | 6.4596 | 1040 | 0.8143 | 0.4328 | 0.8143 | 0.9024 |
572
+ | 0.4848 | 6.4720 | 1042 | 0.7826 | 0.4173 | 0.7826 | 0.8846 |
573
+ | 0.4848 | 6.4845 | 1044 | 0.7606 | 0.4217 | 0.7606 | 0.8721 |
574
+ | 0.4848 | 6.4969 | 1046 | 0.7551 | 0.3933 | 0.7551 | 0.8690 |
575
+ | 0.4848 | 6.5093 | 1048 | 0.7501 | 0.3611 | 0.7501 | 0.8661 |
576
+ | 0.4848 | 6.5217 | 1050 | 0.7504 | 0.3538 | 0.7504 | 0.8662 |
577
+ | 0.4848 | 6.5342 | 1052 | 0.7523 | 0.3722 | 0.7523 | 0.8674 |
578
+ | 0.4848 | 6.5466 | 1054 | 0.7533 | 0.3751 | 0.7533 | 0.8679 |
579
+ | 0.4848 | 6.5590 | 1056 | 0.7426 | 0.3790 | 0.7426 | 0.8618 |
580
+ | 0.4848 | 6.5714 | 1058 | 0.7330 | 0.4124 | 0.7330 | 0.8561 |
581
+ | 0.4848 | 6.5839 | 1060 | 0.7250 | 0.4259 | 0.7250 | 0.8515 |
582
+ | 0.4848 | 6.5963 | 1062 | 0.7186 | 0.4332 | 0.7186 | 0.8477 |
583
+ | 0.4848 | 6.6087 | 1064 | 0.7205 | 0.4381 | 0.7205 | 0.8488 |
584
+ | 0.4848 | 6.6211 | 1066 | 0.7268 | 0.4597 | 0.7268 | 0.8525 |
585
+ | 0.4848 | 6.6335 | 1068 | 0.7323 | 0.4529 | 0.7323 | 0.8557 |
586
+ | 0.4848 | 6.6460 | 1070 | 0.7407 | 0.4529 | 0.7407 | 0.8607 |
587
+ | 0.4848 | 6.6584 | 1072 | 0.7530 | 0.4564 | 0.7530 | 0.8677 |
588
+ | 0.4848 | 6.6708 | 1074 | 0.7542 | 0.4541 | 0.7542 | 0.8684 |
589
+ | 0.4848 | 6.6832 | 1076 | 0.7571 | 0.4596 | 0.7571 | 0.8701 |
590
+ | 0.4848 | 6.6957 | 1078 | 0.7535 | 0.4623 | 0.7535 | 0.8681 |
591
+ | 0.4848 | 6.7081 | 1080 | 0.7452 | 0.4430 | 0.7452 | 0.8632 |
592
+ | 0.4848 | 6.7205 | 1082 | 0.7424 | 0.4521 | 0.7424 | 0.8616 |
593
+ | 0.4848 | 6.7329 | 1084 | 0.7474 | 0.4458 | 0.7474 | 0.8645 |
594
+ | 0.4848 | 6.7453 | 1086 | 0.7503 | 0.4517 | 0.7503 | 0.8662 |
595
+ | 0.4848 | 6.7578 | 1088 | 0.7495 | 0.4457 | 0.7495 | 0.8657 |
596
+ | 0.4848 | 6.7702 | 1090 | 0.7436 | 0.4372 | 0.7436 | 0.8623 |
597
+ | 0.4848 | 6.7826 | 1092 | 0.7375 | 0.4326 | 0.7375 | 0.8588 |
598
+ | 0.4848 | 6.7950 | 1094 | 0.7358 | 0.4408 | 0.7358 | 0.8578 |
599
+ | 0.4848 | 6.8075 | 1096 | 0.7390 | 0.4424 | 0.7390 | 0.8597 |
600
+ | 0.4848 | 6.8199 | 1098 | 0.7341 | 0.4498 | 0.7341 | 0.8568 |
601
+ | 0.4848 | 6.8323 | 1100 | 0.7310 | 0.4393 | 0.7310 | 0.8550 |
602
+ | 0.4848 | 6.8447 | 1102 | 0.7310 | 0.4425 | 0.7310 | 0.8550 |
603
+ | 0.4848 | 6.8571 | 1104 | 0.7334 | 0.4273 | 0.7334 | 0.8564 |
604
+ | 0.4848 | 6.8696 | 1106 | 0.7319 | 0.4333 | 0.7319 | 0.8555 |
605
+ | 0.4848 | 6.8820 | 1108 | 0.7291 | 0.4233 | 0.7291 | 0.8539 |
606
+ | 0.4848 | 6.8944 | 1110 | 0.7314 | 0.4389 | 0.7314 | 0.8552 |
607
+ | 0.4848 | 6.9068 | 1112 | 0.7318 | 0.4383 | 0.7318 | 0.8555 |
608
+ | 0.4848 | 6.9193 | 1114 | 0.7325 | 0.4382 | 0.7325 | 0.8559 |
609
+ | 0.4848 | 6.9317 | 1116 | 0.7422 | 0.4587 | 0.7422 | 0.8615 |
610
+ | 0.4848 | 6.9441 | 1118 | 0.7510 | 0.4513 | 0.7510 | 0.8666 |
611
+ | 0.4848 | 6.9565 | 1120 | 0.7600 | 0.4538 | 0.7600 | 0.8718 |
612
+ | 0.4848 | 6.9689 | 1122 | 0.7745 | 0.4541 | 0.7745 | 0.8801 |
613
+ | 0.4848 | 6.9814 | 1124 | 0.7941 | 0.4470 | 0.7941 | 0.8912 |
614
+ | 0.4848 | 6.9938 | 1126 | 0.7938 | 0.4376 | 0.7938 | 0.8910 |
615
+ | 0.4848 | 7.0062 | 1128 | 0.7891 | 0.4327 | 0.7891 | 0.8883 |
616
+ | 0.4848 | 7.0186 | 1130 | 0.7709 | 0.4372 | 0.7709 | 0.8780 |
617
+ | 0.4848 | 7.0311 | 1132 | 0.7652 | 0.4459 | 0.7652 | 0.8747 |
618
+ | 0.4848 | 7.0435 | 1134 | 0.7508 | 0.4485 | 0.7508 | 0.8665 |
619
+ | 0.4848 | 7.0559 | 1136 | 0.7381 | 0.4303 | 0.7381 | 0.8591 |
620
+ | 0.4848 | 7.0683 | 1138 | 0.7324 | 0.4211 | 0.7324 | 0.8558 |
621
+ | 0.4848 | 7.0807 | 1140 | 0.7253 | 0.4191 | 0.7253 | 0.8517 |
622
+ | 0.4848 | 7.0932 | 1142 | 0.7210 | 0.4239 | 0.7210 | 0.8491 |
623
+ | 0.4848 | 7.1056 | 1144 | 0.7133 | 0.4193 | 0.7133 | 0.8446 |
624
+ | 0.4848 | 7.1180 | 1146 | 0.7084 | 0.4340 | 0.7084 | 0.8416 |
625
+ | 0.4848 | 7.1304 | 1148 | 0.7116 | 0.4268 | 0.7116 | 0.8436 |
626
+ | 0.4848 | 7.1429 | 1150 | 0.7219 | 0.4284 | 0.7219 | 0.8497 |
627
+ | 0.4848 | 7.1553 | 1152 | 0.7276 | 0.4098 | 0.7276 | 0.8530 |
628
+ | 0.4848 | 7.1677 | 1154 | 0.7248 | 0.4098 | 0.7248 | 0.8514 |
629
+ | 0.4848 | 7.1801 | 1156 | 0.7208 | 0.4126 | 0.7208 | 0.8490 |
630
+ | 0.4848 | 7.1925 | 1158 | 0.7199 | 0.4121 | 0.7199 | 0.8485 |
631
+ | 0.4848 | 7.2050 | 1160 | 0.7242 | 0.4170 | 0.7242 | 0.8510 |
632
+ | 0.4848 | 7.2174 | 1162 | 0.7313 | 0.4276 | 0.7313 | 0.8551 |
633
+ | 0.4848 | 7.2298 | 1164 | 0.7399 | 0.4319 | 0.7399 | 0.8602 |
634
+ | 0.4848 | 7.2422 | 1166 | 0.7464 | 0.4353 | 0.7464 | 0.8639 |
635
+ | 0.4848 | 7.2547 | 1168 | 0.7588 | 0.4539 | 0.7588 | 0.8711 |
636
+ | 0.4848 | 7.2671 | 1170 | 0.7817 | 0.4551 | 0.7817 | 0.8841 |
637
+ | 0.4848 | 7.2795 | 1172 | 0.7981 | 0.4471 | 0.7981 | 0.8934 |
638
+ | 0.4848 | 7.2919 | 1174 | 0.8064 | 0.4467 | 0.8064 | 0.8980 |
639
+ | 0.4848 | 7.3043 | 1176 | 0.8175 | 0.4495 | 0.8175 | 0.9041 |
640
+ | 0.4848 | 7.3168 | 1178 | 0.8134 | 0.4510 | 0.8134 | 0.9019 |
641
+ | 0.4848 | 7.3292 | 1180 | 0.8137 | 0.4487 | 0.8137 | 0.9021 |
642
+ | 0.4848 | 7.3416 | 1182 | 0.8189 | 0.4606 | 0.8189 | 0.9049 |
643
+ | 0.4848 | 7.3540 | 1184 | 0.8297 | 0.4578 | 0.8297 | 0.9109 |
644
+ | 0.4848 | 7.3665 | 1186 | 0.8426 | 0.4528 | 0.8426 | 0.9179 |
645
+ | 0.4848 | 7.3789 | 1188 | 0.8396 | 0.4466 | 0.8396 | 0.9163 |
646
+ | 0.4848 | 7.3913 | 1190 | 0.8266 | 0.4482 | 0.8266 | 0.9092 |
647
+ | 0.4848 | 7.4037 | 1192 | 0.8166 | 0.4479 | 0.8166 | 0.9037 |
648
+ | 0.4848 | 7.4161 | 1194 | 0.8052 | 0.4456 | 0.8052 | 0.8973 |
649
+ | 0.4848 | 7.4286 | 1196 | 0.7905 | 0.4309 | 0.7905 | 0.8891 |
650
+ | 0.4848 | 7.4410 | 1198 | 0.7876 | 0.4259 | 0.7876 | 0.8874 |
651
+ | 0.4848 | 7.4534 | 1200 | 0.7843 | 0.4246 | 0.7843 | 0.8856 |
652
+ | 0.4848 | 7.4658 | 1202 | 0.7846 | 0.4246 | 0.7846 | 0.8858 |
653
+ | 0.4848 | 7.4783 | 1204 | 0.7903 | 0.4244 | 0.7903 | 0.8890 |
654
+ | 0.4848 | 7.4907 | 1206 | 0.8021 | 0.4269 | 0.8021 | 0.8956 |
655
+ | 0.4848 | 7.5031 | 1208 | 0.8075 | 0.4220 | 0.8075 | 0.8986 |
656
+ | 0.4848 | 7.5155 | 1210 | 0.8073 | 0.4255 | 0.8073 | 0.8985 |
657
+ | 0.4848 | 7.5280 | 1212 | 0.8146 | 0.4283 | 0.8146 | 0.9025 |
658
+ | 0.4848 | 7.5404 | 1214 | 0.8192 | 0.4250 | 0.8192 | 0.9051 |
659
+ | 0.4848 | 7.5528 | 1216 | 0.8159 | 0.4254 | 0.8159 | 0.9033 |
660
+ | 0.4848 | 7.5652 | 1218 | 0.8061 | 0.4185 | 0.8061 | 0.8978 |
661
+ | 0.4848 | 7.5776 | 1220 | 0.7973 | 0.4340 | 0.7973 | 0.8929 |
662
+ | 0.4848 | 7.5901 | 1222 | 0.7962 | 0.4318 | 0.7962 | 0.8923 |
663
+ | 0.4848 | 7.6025 | 1224 | 0.7921 | 0.4390 | 0.7921 | 0.8900 |
664
+ | 0.4848 | 7.6149 | 1226 | 0.7869 | 0.4383 | 0.7869 | 0.8871 |
665
+ | 0.4848 | 7.6273 | 1228 | 0.7844 | 0.4360 | 0.7844 | 0.8857 |
666
+ | 0.4848 | 7.6398 | 1230 | 0.7763 | 0.4388 | 0.7763 | 0.8811 |
667
+ | 0.4848 | 7.6522 | 1232 | 0.7634 | 0.4251 | 0.7634 | 0.8737 |
668
+ | 0.4848 | 7.6646 | 1234 | 0.7564 | 0.4207 | 0.7564 | 0.8697 |
669
+ | 0.4848 | 7.6770 | 1236 | 0.7454 | 0.4068 | 0.7454 | 0.8634 |
670
+ | 0.4848 | 7.6894 | 1238 | 0.7362 | 0.3855 | 0.7362 | 0.8580 |
671
+ | 0.4848 | 7.7019 | 1240 | 0.7274 | 0.3841 | 0.7274 | 0.8529 |
672
+ | 0.4848 | 7.7143 | 1242 | 0.7222 | 0.3993 | 0.7222 | 0.8498 |
673
+ | 0.4848 | 7.7267 | 1244 | 0.7266 | 0.4321 | 0.7266 | 0.8524 |
674
+ | 0.4848 | 7.7391 | 1246 | 0.7330 | 0.4269 | 0.7330 | 0.8561 |
675
+ | 0.4848 | 7.7516 | 1248 | 0.7352 | 0.4181 | 0.7352 | 0.8574 |
676
+ | 0.4848 | 7.7640 | 1250 | 0.7362 | 0.4178 | 0.7362 | 0.8580 |
677
+ | 0.4848 | 7.7764 | 1252 | 0.7359 | 0.4209 | 0.7359 | 0.8578 |
678
+ | 0.4848 | 7.7888 | 1254 | 0.7390 | 0.4276 | 0.7390 | 0.8596 |
679
+ | 0.4848 | 7.8012 | 1256 | 0.7418 | 0.4405 | 0.7418 | 0.8613 |
680
+ | 0.4848 | 7.8137 | 1258 | 0.7455 | 0.4527 | 0.7455 | 0.8634 |
681
+ | 0.4848 | 7.8261 | 1260 | 0.7561 | 0.4560 | 0.7561 | 0.8695 |
682
+ | 0.4848 | 7.8385 | 1262 | 0.7606 | 0.4518 | 0.7606 | 0.8721 |
683
+ | 0.4848 | 7.8509 | 1264 | 0.7752 | 0.4458 | 0.7752 | 0.8805 |
684
+ | 0.4848 | 7.8634 | 1266 | 0.7895 | 0.4385 | 0.7895 | 0.8886 |
685
+ | 0.4848 | 7.8758 | 1268 | 0.7903 | 0.4424 | 0.7903 | 0.8890 |
686
+ | 0.4848 | 7.8882 | 1270 | 0.7779 | 0.4471 | 0.7779 | 0.8820 |
687
+ | 0.4848 | 7.9006 | 1272 | 0.7681 | 0.4488 | 0.7681 | 0.8764 |
688
+ | 0.4848 | 7.9130 | 1274 | 0.7543 | 0.4597 | 0.7543 | 0.8685 |
689
+ | 0.4848 | 7.9255 | 1276 | 0.7427 | 0.4628 | 0.7427 | 0.8618 |
690
+ | 0.4848 | 7.9379 | 1278 | 0.7406 | 0.4623 | 0.7406 | 0.8606 |
691
+ | 0.4848 | 7.9503 | 1280 | 0.7403 | 0.4481 | 0.7403 | 0.8604 |
692
+ | 0.4848 | 7.9627 | 1282 | 0.7393 | 0.4497 | 0.7393 | 0.8598 |
693
+ | 0.4848 | 7.9752 | 1284 | 0.7394 | 0.4469 | 0.7394 | 0.8599 |
694
+ | 0.4848 | 7.9876 | 1286 | 0.7414 | 0.4416 | 0.7414 | 0.8610 |
695
+ | 0.4848 | 8.0 | 1288 | 0.7422 | 0.4324 | 0.7422 | 0.8615 |
696
+ | 0.4848 | 8.0124 | 1290 | 0.7480 | 0.4296 | 0.7480 | 0.8649 |
697
+ | 0.4848 | 8.0248 | 1292 | 0.7612 | 0.4425 | 0.7612 | 0.8725 |
698
+ | 0.4848 | 8.0373 | 1294 | 0.7798 | 0.4419 | 0.7798 | 0.8830 |
699
+ | 0.4848 | 8.0497 | 1296 | 0.7981 | 0.4459 | 0.7981 | 0.8934 |
700
+ | 0.4848 | 8.0621 | 1298 | 0.8166 | 0.4511 | 0.8166 | 0.9037 |
701
+ | 0.4848 | 8.0745 | 1300 | 0.8324 | 0.4490 | 0.8324 | 0.9123 |
702
+ | 0.4848 | 8.0870 | 1302 | 0.8405 | 0.4526 | 0.8405 | 0.9168 |
703
+ | 0.4848 | 8.0994 | 1304 | 0.8415 | 0.4494 | 0.8415 | 0.9173 |
704
+ | 0.4848 | 8.1118 | 1306 | 0.8406 | 0.4435 | 0.8406 | 0.9169 |
705
+ | 0.4848 | 8.1242 | 1308 | 0.8450 | 0.4466 | 0.8450 | 0.9192 |
706
+ | 0.4848 | 8.1366 | 1310 | 0.8456 | 0.4474 | 0.8456 | 0.9196 |
707
+ | 0.4848 | 8.1491 | 1312 | 0.8427 | 0.4482 | 0.8427 | 0.9180 |
708
+ | 0.4848 | 8.1615 | 1314 | 0.8348 | 0.4353 | 0.8348 | 0.9137 |
709
+ | 0.4848 | 8.1739 | 1316 | 0.8307 | 0.4347 | 0.8307 | 0.9114 |
710
+ | 0.4848 | 8.1863 | 1318 | 0.8219 | 0.4374 | 0.8219 | 0.9066 |
711
+ | 0.4848 | 8.1988 | 1320 | 0.8087 | 0.4375 | 0.8087 | 0.8993 |
712
+ | 0.4848 | 8.2112 | 1322 | 0.7998 | 0.4226 | 0.7998 | 0.8943 |
713
+ | 0.4848 | 8.2236 | 1324 | 0.7838 | 0.4180 | 0.7838 | 0.8853 |
714
+ | 0.4848 | 8.2360 | 1326 | 0.7663 | 0.4185 | 0.7663 | 0.8754 |
715
+ | 0.4848 | 8.2484 | 1328 | 0.7561 | 0.4201 | 0.7561 | 0.8696 |
716
+ | 0.4848 | 8.2609 | 1330 | 0.7507 | 0.4166 | 0.7507 | 0.8664 |
717
+ | 0.4848 | 8.2733 | 1332 | 0.7472 | 0.4082 | 0.7472 | 0.8644 |
718
+ | 0.4848 | 8.2857 | 1334 | 0.7457 | 0.4082 | 0.7457 | 0.8635 |
719
+ | 0.4848 | 8.2981 | 1336 | 0.7439 | 0.4085 | 0.7439 | 0.8625 |
720
+ | 0.4848 | 8.3106 | 1338 | 0.7461 | 0.4170 | 0.7461 | 0.8637 |
721
+ | 0.4848 | 8.3230 | 1340 | 0.7461 | 0.4137 | 0.7461 | 0.8638 |
722
+ | 0.4848 | 8.3354 | 1342 | 0.7455 | 0.4104 | 0.7455 | 0.8634 |
723
+ | 0.4848 | 8.3478 | 1344 | 0.7417 | 0.4250 | 0.7417 | 0.8612 |
724
+ | 0.4848 | 8.3602 | 1346 | 0.7403 | 0.4060 | 0.7403 | 0.8604 |
725
+ | 0.4848 | 8.3727 | 1348 | 0.7435 | 0.3967 | 0.7435 | 0.8623 |
726
+ | 0.4848 | 8.3851 | 1350 | 0.7481 | 0.4075 | 0.7481 | 0.8649 |
727
+ | 0.4848 | 8.3975 | 1352 | 0.7533 | 0.4153 | 0.7533 | 0.8679 |
728
+ | 0.4848 | 8.4099 | 1354 | 0.7542 | 0.4211 | 0.7542 | 0.8684 |
729
+ | 0.4848 | 8.4224 | 1356 | 0.7552 | 0.4231 | 0.7552 | 0.8690 |
730
+ | 0.4848 | 8.4348 | 1358 | 0.7564 | 0.4239 | 0.7564 | 0.8697 |
731
+ | 0.4848 | 8.4472 | 1360 | 0.7602 | 0.4242 | 0.7602 | 0.8719 |
732
+ | 0.4848 | 8.4596 | 1362 | 0.7654 | 0.4242 | 0.7654 | 0.8749 |
733
+ | 0.4848 | 8.4720 | 1364 | 0.7731 | 0.4303 | 0.7731 | 0.8793 |
734
+ | 0.4848 | 8.4845 | 1366 | 0.7784 | 0.4376 | 0.7784 | 0.8823 |
735
+ | 0.4848 | 8.4969 | 1368 | 0.7808 | 0.4436 | 0.7808 | 0.8836 |
736
+ | 0.4848 | 8.5093 | 1370 | 0.7855 | 0.4436 | 0.7855 | 0.8863 |
737
+ | 0.4848 | 8.5217 | 1372 | 0.7911 | 0.4359 | 0.7911 | 0.8895 |
738
+ | 0.4848 | 8.5342 | 1374 | 0.7939 | 0.4359 | 0.7939 | 0.8910 |
739
+ | 0.4848 | 8.5466 | 1376 | 0.7921 | 0.4405 | 0.7921 | 0.8900 |
740
+ | 0.4848 | 8.5590 | 1378 | 0.7898 | 0.4422 | 0.7898 | 0.8887 |
741
+ | 0.4848 | 8.5714 | 1380 | 0.7894 | 0.4396 | 0.7894 | 0.8885 |
742
+ | 0.4848 | 8.5839 | 1382 | 0.7918 | 0.4260 | 0.7918 | 0.8898 |
743
+ | 0.4848 | 8.5963 | 1384 | 0.7938 | 0.4170 | 0.7938 | 0.8910 |
744
+ | 0.4848 | 8.6087 | 1386 | 0.7933 | 0.4157 | 0.7933 | 0.8907 |
745
+ | 0.4848 | 8.6211 | 1388 | 0.7926 | 0.4176 | 0.7926 | 0.8903 |
746
+ | 0.4848 | 8.6335 | 1390 | 0.7943 | 0.4289 | 0.7943 | 0.8912 |
747
+ | 0.4848 | 8.6460 | 1392 | 0.7954 | 0.4263 | 0.7954 | 0.8919 |
748
+ | 0.4848 | 8.6584 | 1394 | 0.7931 | 0.4339 | 0.7931 | 0.8906 |
749
+ | 0.4848 | 8.6708 | 1396 | 0.7922 | 0.4445 | 0.7922 | 0.8900 |
750
+ | 0.4848 | 8.6832 | 1398 | 0.7939 | 0.4357 | 0.7939 | 0.8910 |
751
+ | 0.4848 | 8.6957 | 1400 | 0.7953 | 0.4356 | 0.7953 | 0.8918 |
752
+ | 0.4848 | 8.7081 | 1402 | 0.7965 | 0.4410 | 0.7965 | 0.8925 |
753
+ | 0.4848 | 8.7205 | 1404 | 0.7911 | 0.4344 | 0.7911 | 0.8894 |
754
+ | 0.4848 | 8.7329 | 1406 | 0.7842 | 0.4344 | 0.7842 | 0.8855 |
755
+ | 0.4848 | 8.7453 | 1408 | 0.7811 | 0.4316 | 0.7811 | 0.8838 |
756
+ | 0.4848 | 8.7578 | 1410 | 0.7774 | 0.4310 | 0.7774 | 0.8817 |
757
+ | 0.4848 | 8.7702 | 1412 | 0.7750 | 0.4369 | 0.7750 | 0.8804 |
758
+ | 0.4848 | 8.7826 | 1414 | 0.7742 | 0.4369 | 0.7742 | 0.8799 |
759
+ | 0.4848 | 8.7950 | 1416 | 0.7702 | 0.4336 | 0.7702 | 0.8776 |
760
+ | 0.4848 | 8.8075 | 1418 | 0.7639 | 0.4238 | 0.7639 | 0.8740 |
761
+ | 0.4848 | 8.8199 | 1420 | 0.7578 | 0.4205 | 0.7578 | 0.8705 |
762
+ | 0.4848 | 8.8323 | 1422 | 0.7523 | 0.4207 | 0.7523 | 0.8674 |
763
+ | 0.4848 | 8.8447 | 1424 | 0.7497 | 0.4255 | 0.7497 | 0.8658 |
764
+ | 0.4848 | 8.8571 | 1426 | 0.7495 | 0.4175 | 0.7495 | 0.8657 |
765
+ | 0.4848 | 8.8696 | 1428 | 0.7516 | 0.4220 | 0.7516 | 0.8669 |
766
+ | 0.4848 | 8.8820 | 1430 | 0.7554 | 0.4331 | 0.7554 | 0.8691 |
767
+ | 0.4848 | 8.8944 | 1432 | 0.7565 | 0.4274 | 0.7565 | 0.8698 |
768
+ | 0.4848 | 8.9068 | 1434 | 0.7563 | 0.4312 | 0.7563 | 0.8696 |
769
+ | 0.4848 | 8.9193 | 1436 | 0.7558 | 0.4356 | 0.7558 | 0.8694 |
770
+ | 0.4848 | 8.9317 | 1438 | 0.7536 | 0.4345 | 0.7536 | 0.8681 |
771
+ | 0.4848 | 8.9441 | 1440 | 0.7493 | 0.4299 | 0.7493 | 0.8656 |
772
+ | 0.4848 | 8.9565 | 1442 | 0.7440 | 0.4352 | 0.7440 | 0.8625 |
773
+ | 0.4848 | 8.9689 | 1444 | 0.7414 | 0.4291 | 0.7414 | 0.8610 |
774
+ | 0.4848 | 8.9814 | 1446 | 0.7387 | 0.4195 | 0.7387 | 0.8595 |
775
+ | 0.4848 | 8.9938 | 1448 | 0.7381 | 0.4142 | 0.7381 | 0.8591 |
776
+ | 0.4848 | 9.0062 | 1450 | 0.7387 | 0.4059 | 0.7387 | 0.8595 |
777
+ | 0.4848 | 9.0186 | 1452 | 0.7399 | 0.4091 | 0.7399 | 0.8602 |
778
+ | 0.4848 | 9.0311 | 1454 | 0.7411 | 0.4099 | 0.7411 | 0.8608 |
779
+ | 0.4848 | 9.0435 | 1456 | 0.7420 | 0.4087 | 0.7420 | 0.8614 |
780
+ | 0.4848 | 9.0559 | 1458 | 0.7428 | 0.4087 | 0.7428 | 0.8619 |
781
+ | 0.4848 | 9.0683 | 1460 | 0.7443 | 0.4210 | 0.7443 | 0.8627 |
782
+ | 0.4848 | 9.0807 | 1462 | 0.7481 | 0.4144 | 0.7481 | 0.8649 |
783
+ | 0.4848 | 9.0932 | 1464 | 0.7521 | 0.4172 | 0.7521 | 0.8673 |
784
+ | 0.4848 | 9.1056 | 1466 | 0.7555 | 0.4164 | 0.7555 | 0.8692 |
785
+ | 0.4848 | 9.1180 | 1468 | 0.7611 | 0.4116 | 0.7611 | 0.8724 |
786
+ | 0.4848 | 9.1304 | 1470 | 0.7643 | 0.4116 | 0.7643 | 0.8743 |
787
+ | 0.4848 | 9.1429 | 1472 | 0.7663 | 0.4163 | 0.7663 | 0.8754 |
788
+ | 0.4848 | 9.1553 | 1474 | 0.7700 | 0.4231 | 0.7700 | 0.8775 |
789
+ | 0.4848 | 9.1677 | 1476 | 0.7758 | 0.4235 | 0.7758 | 0.8808 |
790
+ | 0.4848 | 9.1801 | 1478 | 0.7786 | 0.4222 | 0.7786 | 0.8824 |
791
+ | 0.4848 | 9.1925 | 1480 | 0.7786 | 0.4247 | 0.7786 | 0.8824 |
792
+ | 0.4848 | 9.2050 | 1482 | 0.7766 | 0.4231 | 0.7766 | 0.8813 |
793
+ | 0.4848 | 9.2174 | 1484 | 0.7750 | 0.4231 | 0.7750 | 0.8804 |
794
+ | 0.4848 | 9.2298 | 1486 | 0.7751 | 0.4228 | 0.7751 | 0.8804 |
795
+ | 0.4848 | 9.2422 | 1488 | 0.7752 | 0.4261 | 0.7752 | 0.8805 |
796
+ | 0.4848 | 9.2547 | 1490 | 0.7760 | 0.4250 | 0.7760 | 0.8809 |
797
+ | 0.4848 | 9.2671 | 1492 | 0.7749 | 0.4244 | 0.7749 | 0.8803 |
798
+ | 0.4848 | 9.2795 | 1494 | 0.7737 | 0.4230 | 0.7737 | 0.8796 |
799
+ | 0.4848 | 9.2919 | 1496 | 0.7726 | 0.4158 | 0.7726 | 0.8789 |
800
+ | 0.4848 | 9.3043 | 1498 | 0.7738 | 0.4158 | 0.7738 | 0.8797 |
801
+ | 0.3417 | 9.3168 | 1500 | 0.7764 | 0.4227 | 0.7764 | 0.8811 |
802
+ | 0.3417 | 9.3292 | 1502 | 0.7781 | 0.4198 | 0.7781 | 0.8821 |
803
+ | 0.3417 | 9.3416 | 1504 | 0.7800 | 0.4240 | 0.7800 | 0.8832 |
804
+ | 0.3417 | 9.3540 | 1506 | 0.7832 | 0.4211 | 0.7832 | 0.8850 |
805
+ | 0.3417 | 9.3665 | 1508 | 0.7843 | 0.4254 | 0.7843 | 0.8856 |
806
+ | 0.3417 | 9.3789 | 1510 | 0.7845 | 0.4254 | 0.7845 | 0.8857 |
807
+ | 0.3417 | 9.3913 | 1512 | 0.7848 | 0.4282 | 0.7848 | 0.8859 |
808
+ | 0.3417 | 9.4037 | 1514 | 0.7839 | 0.4261 | 0.7839 | 0.8854 |
809
+ | 0.3417 | 9.4161 | 1516 | 0.7829 | 0.4261 | 0.7829 | 0.8848 |
810
+ | 0.3417 | 9.4286 | 1518 | 0.7839 | 0.4264 | 0.7839 | 0.8854 |
811
+ | 0.3417 | 9.4410 | 1520 | 0.7844 | 0.4285 | 0.7844 | 0.8856 |
812
+ | 0.3417 | 9.4534 | 1522 | 0.7832 | 0.4257 | 0.7832 | 0.8850 |
813
+ | 0.3417 | 9.4658 | 1524 | 0.7835 | 0.4257 | 0.7835 | 0.8851 |
814
+ | 0.3417 | 9.4783 | 1526 | 0.7847 | 0.4257 | 0.7847 | 0.8858 |
815
+ | 0.3417 | 9.4907 | 1528 | 0.7874 | 0.4282 | 0.7874 | 0.8874 |
816
+ | 0.3417 | 9.5031 | 1530 | 0.7889 | 0.4282 | 0.7889 | 0.8882 |
817
+ | 0.3417 | 9.5155 | 1532 | 0.7901 | 0.4270 | 0.7901 | 0.8889 |
818
+ | 0.3417 | 9.5280 | 1534 | 0.7905 | 0.4298 | 0.7905 | 0.8891 |
819
+ | 0.3417 | 9.5404 | 1536 | 0.7920 | 0.4301 | 0.7920 | 0.8900 |
820
+ | 0.3417 | 9.5528 | 1538 | 0.7939 | 0.4301 | 0.7939 | 0.8910 |
821
+ | 0.3417 | 9.5652 | 1540 | 0.7943 | 0.4329 | 0.7943 | 0.8912 |
822
+ | 0.3417 | 9.5776 | 1542 | 0.7951 | 0.4296 | 0.7951 | 0.8917 |
823
+ | 0.3417 | 9.5901 | 1544 | 0.7953 | 0.4296 | 0.7953 | 0.8918 |
824
+ | 0.3417 | 9.6025 | 1546 | 0.7940 | 0.4296 | 0.7940 | 0.8911 |
825
+ | 0.3417 | 9.6149 | 1548 | 0.7923 | 0.4272 | 0.7923 | 0.8901 |
826
+ | 0.3417 | 9.6273 | 1550 | 0.7902 | 0.4305 | 0.7902 | 0.8889 |
827
+ | 0.3417 | 9.6398 | 1552 | 0.7890 | 0.4277 | 0.7890 | 0.8882 |
828
+ | 0.3417 | 9.6522 | 1554 | 0.7871 | 0.4273 | 0.7871 | 0.8872 |
829
+ | 0.3417 | 9.6646 | 1556 | 0.7861 | 0.4245 | 0.7861 | 0.8866 |
830
+ | 0.3417 | 9.6770 | 1558 | 0.7850 | 0.4221 | 0.7850 | 0.8860 |
831
+ | 0.3417 | 9.6894 | 1560 | 0.7836 | 0.4233 | 0.7836 | 0.8852 |
832
+ | 0.3417 | 9.7019 | 1562 | 0.7834 | 0.4233 | 0.7834 | 0.8851 |
833
+ | 0.3417 | 9.7143 | 1564 | 0.7839 | 0.4221 | 0.7839 | 0.8854 |
834
+ | 0.3417 | 9.7267 | 1566 | 0.7843 | 0.4221 | 0.7843 | 0.8856 |
835
+ | 0.3417 | 9.7391 | 1568 | 0.7846 | 0.4221 | 0.7846 | 0.8858 |
836
+ | 0.3417 | 9.7516 | 1570 | 0.7843 | 0.4221 | 0.7843 | 0.8856 |
837
+ | 0.3417 | 9.7640 | 1572 | 0.7842 | 0.4221 | 0.7842 | 0.8856 |
838
+ | 0.3417 | 9.7764 | 1574 | 0.7837 | 0.4221 | 0.7837 | 0.8853 |
839
+ | 0.3417 | 9.7888 | 1576 | 0.7831 | 0.4269 | 0.7831 | 0.8849 |
840
+ | 0.3417 | 9.8012 | 1578 | 0.7830 | 0.4266 | 0.7830 | 0.8849 |
841
+ | 0.3417 | 9.8137 | 1580 | 0.7826 | 0.4311 | 0.7826 | 0.8846 |
842
+ | 0.3417 | 9.8261 | 1582 | 0.7818 | 0.4311 | 0.7818 | 0.8842 |
843
+ | 0.3417 | 9.8385 | 1584 | 0.7808 | 0.4311 | 0.7808 | 0.8836 |
844
+ | 0.3417 | 9.8509 | 1586 | 0.7800 | 0.4311 | 0.7800 | 0.8832 |
845
+ | 0.3417 | 9.8634 | 1588 | 0.7790 | 0.4311 | 0.7790 | 0.8826 |
846
+ | 0.3417 | 9.8758 | 1590 | 0.7784 | 0.4271 | 0.7784 | 0.8823 |
847
+ | 0.3417 | 9.8882 | 1592 | 0.7777 | 0.4271 | 0.7777 | 0.8819 |
848
+ | 0.3417 | 9.9006 | 1594 | 0.7771 | 0.4271 | 0.7771 | 0.8815 |
849
+ | 0.3417 | 9.9130 | 1596 | 0.7765 | 0.4228 | 0.7765 | 0.8812 |
850
+ | 0.3417 | 9.9255 | 1598 | 0.7757 | 0.4228 | 0.7757 | 0.8807 |
851
+ | 0.3417 | 9.9379 | 1600 | 0.7751 | 0.4228 | 0.7751 | 0.8804 |
852
+ | 0.3417 | 9.9503 | 1602 | 0.7746 | 0.4228 | 0.7746 | 0.8801 |
853
+ | 0.3417 | 9.9627 | 1604 | 0.7742 | 0.4228 | 0.7742 | 0.8799 |
854
+ | 0.3417 | 9.9752 | 1606 | 0.7739 | 0.4228 | 0.7739 | 0.8797 |
855
+ | 0.3417 | 9.9876 | 1608 | 0.7738 | 0.4228 | 0.7738 | 0.8796 |
856
+ | 0.3417 | 10.0 | 1610 | 0.7737 | 0.4228 | 0.7737 | 0.8796 |
857
+
858
+
859
+ ### Framework versions
860
+
861
+ - Transformers 4.44.2
862
+ - Pytorch 2.4.0+cu118
863
+ - Datasets 2.21.0
864
+ - Tokenizers 0.19.1
config.json ADDED
@@ -0,0 +1,32 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "aubmindlab/bert-base-arabertv02",
3
+ "architectures": [
4
+ "BertForSequenceClassification"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.1,
7
+ "classifier_dropout": null,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "LABEL_0"
13
+ },
14
+ "initializer_range": 0.02,
15
+ "intermediate_size": 3072,
16
+ "label2id": {
17
+ "LABEL_0": 0
18
+ },
19
+ "layer_norm_eps": 1e-12,
20
+ "max_position_embeddings": 512,
21
+ "model_type": "bert",
22
+ "num_attention_heads": 12,
23
+ "num_hidden_layers": 12,
24
+ "pad_token_id": 0,
25
+ "position_embedding_type": "absolute",
26
+ "problem_type": "regression",
27
+ "torch_dtype": "float32",
28
+ "transformers_version": "4.44.2",
29
+ "type_vocab_size": 2,
30
+ "use_cache": true,
31
+ "vocab_size": 64000
32
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c5e670feb30eedcfa08538fd6ba08e3e9fa67a2149511e5231968f668689344e
3
+ size 540799996
runs/Oct02_21-43-46_quds.qu.edu.qa/events.out.tfevents.1727894628.quds.qu.edu.qa.972789.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66ccd5528a959fb850f762f63f0e5a1a07234eaa7cc237b9db320bfa7a556567
3
+ size 5026
runs/Oct02_21-54-53_quds.qu.edu.qa/events.out.tfevents.1727895296.quds.qu.edu.qa.972789.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:432efd2c8bd6b28b9ace8f0c5bab8dc91c16bd631ec0d4044d29d55ba68e8b04
3
+ size 5025
runs/Oct02_21-57-12_quds.qu.edu.qa/events.out.tfevents.1727895433.quds.qu.edu.qa.972789.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54a67614ec79fe12742570a8c122b133e156a8679bcc49dfe2a26fd85aeaff06
3
+ size 5025
runs/Oct02_22-05-14_quds.qu.edu.qa/events.out.tfevents.1727895915.quds.qu.edu.qa.972789.3 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e6b3f73a1256162441b580a8a56d7468eea99226d478445018f900de36dc5f6e
3
+ size 61102
runs/Oct02_22-10-55_quds.qu.edu.qa/events.out.tfevents.1727896257.quds.qu.edu.qa.972789.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:91b13c6c58039653d62bda64571dcabcfe739da7570606c4a5d107b4dc2b1650
3
+ size 89540
runs/Oct02_22-17-51_quds.qu.edu.qa/events.out.tfevents.1727896673.quds.qu.edu.qa.972789.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c31c5b369d23ca39e7feb5927e3886e65d485c4f0e9f8846af05f1d85b4d7a42
3
+ size 89540
runs/Oct03_00-24-30_quds.qu.edu.qa/events.out.tfevents.1727904271.quds.qu.edu.qa.2045059.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07cddcd3748fa73973ccc246e273a31d048ed66dc00679d62207c276328ae9ec
3
+ size 11900
runs/Oct03_00-24-52_quds.qu.edu.qa/events.out.tfevents.1727904293.quds.qu.edu.qa.2045059.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:436df8d4fa942e24a13b12c89751f45bca45f1fa418fa4a9458b903d998a52bb
3
+ size 50295
runs/Oct03_00-27-15_quds.qu.edu.qa/events.out.tfevents.1727904436.quds.qu.edu.qa.2045059.2 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe1f628f326a60b4674d5a4501360096036bb1ee5c6737b61f5455977d8b52f9
3
+ size 48230
runs/Oct03_00-38-28_quds.qu.edu.qa/events.out.tfevents.1727905109.quds.qu.edu.qa.2045059.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:607d278c6a7efbbcc724438dd45948f9f4043b2396f14ae6784bc9326aeefab8
3
+ size 135171
runs/Oct03_00-44-26_quds.qu.edu.qa/events.out.tfevents.1727905467.quds.qu.edu.qa.2045059.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c093a811005f708f4dfeb7ac0dc7be209aa3f489484b50e9ec79f218d174f95
3
+ size 131041
runs/Oct03_06-27-28_quds.qu.edu.qa/events.out.tfevents.1727926051.quds.qu.edu.qa.3185967.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:54e41f6b8a893061a0d156a876591d867716c297420e3499571279103381b16c
3
+ size 240698
runs/Oct03_06-37-14_quds.qu.edu.qa/events.out.tfevents.1727926635.quds.qu.edu.qa.3185967.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f3ea8733b67d505acf61f523a5a6b4ddac788d91be7c16b76feb227f66251e0d
3
+ size 232438
runs/Oct03_06-51-33_quds.qu.edu.qa/events.out.tfevents.1727927494.quds.qu.edu.qa.3185967.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:60f89bba6e982b4df9f91d03b6047ae3f2947b79584e8dc9b1d1c0fc9bfa1cbf
3
+ size 346224
runs/Oct03_07-05-50_quds.qu.edu.qa/events.out.tfevents.1727928352.quds.qu.edu.qa.3185967.5 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b0bdcc9c4eb45037ed9b016f6e4222e8538f1b3540c436cfb2138c2689aa71f6
3
+ size 335899
runs/Oct03_07-31-15_quds.qu.edu.qa/events.out.tfevents.1727929876.quds.qu.edu.qa.3185967.8 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b5a661d644fb6f7e79db01fd58e9c1bba064843eb150f1ae3d00d5e2ddaa1572
3
+ size 451750
runs/Oct03_07-49-26_quds.qu.edu.qa/events.out.tfevents.1727930967.quds.qu.edu.qa.3185967.9 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:891f3dd3b599bb19551a2f8af9dd587e0752565642dd344680a25e582d52f5a2
3
+ size 437295
runs/Oct10_07-11-23_quds.qu.edu.qa/events.out.tfevents.1728533485.quds.qu.edu.qa.3124896.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e500fe2b5225231464afe9ea912ddbac441d747ca12e5754513eee87b1557252
3
+ size 5020
runs/Oct10_07-12-32_quds.qu.edu.qa/events.out.tfevents.1728533560.quds.qu.edu.qa.3872873.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:66b6674597d3d7a2e58695450e299e474d9ee9f7e80a87776ea8f07c7fd53575
3
+ size 5020
runs/Oct10_12-40-48_quds.qu.edu.qa/events.out.tfevents.1728553254.quds.qu.edu.qa.3149176.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:07fe8327b37d733f3483c1ab583b89417ddac2b5386ade2e8e819ae4d3819ea2
3
+ size 37910
runs/Oct10_12-44-23_quds.qu.edu.qa/events.out.tfevents.1728553464.quds.qu.edu.qa.3149176.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:750909d03fbcb355c30998b6242e771aa2ba424a085575734f76b62b13a37de4
3
+ size 37910
runs/Oct10_12-51-55_quds.qu.edu.qa/events.out.tfevents.1728553918.quds.qu.edu.qa.3149176.6 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:297d249bb2a1a3561a34eb1f3694e58b7f70bccad6c1033af38714605c1958d2
3
+ size 205386
runs/Oct10_13-36-32_quds.qu.edu.qa/events.out.tfevents.1728556594.quds.qu.edu.qa.3149176.7 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c949b499fe5294b75092c3153077df77369ec33b75245d59f5fde8581f929506
3
+ size 205386
runs/Oct10_15-02-09_quds.qu.edu.qa/events.out.tfevents.1728561733.quds.qu.edu.qa.820408.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d25f6be1ac168c514ef0f9b64cd4924ad169d3e9eebeace4a69d039e8bb99cfb
3
+ size 538696
runs/Oct10_19-29-11_quds.qu.edu.qa/events.out.tfevents.1728577752.quds.qu.edu.qa.820408.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:4a5df45122de304b78539b0487fe89a884e68109b2f14172c42e54ad4920e548
3
+ size 538696
runs/Oct13_15-48-53_quds.qu.edu.qa/events.out.tfevents.1728823739.quds.qu.edu.qa.4135806.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fe325ef522a769f0cbba3c1f2c0ed430d9f07d24e97cbe840df61d58560c283e
3
+ size 5029
runs/Oct13_15-51-33_quds.qu.edu.qa/events.out.tfevents.1728823898.quds.qu.edu.qa.4137706.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:494da944a46643f8061b826cf4434edb503f29c39ec08d8e4f1ae89bbc052616
3
+ size 50309
runs/Oct13_15-55-35_quds.qu.edu.qa/events.out.tfevents.1728824136.quds.qu.edu.qa.4137706.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:18e017c7f3117c515e5ed7c47aa4bf78ed807ef490874a1578ba9a2a5c03516e
3
+ size 48244
runs/Oct13_20-07-09_quds.qu.edu.qa/events.out.tfevents.1728839234.quds.qu.edu.qa.73316.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:6c114e2bf5740ef9ebc60f73a2f828c1a3c2769ab26336944b950d81a8d3cc44
3
+ size 135185
runs/Oct13_20-17-12_quds.qu.edu.qa/events.out.tfevents.1728839833.quds.qu.edu.qa.73316.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e4b9b186183ee4e3961dbd788a7da3e7d604eb919dcd6b2b0686d853d99cdd68
3
+ size 131055
runs/Oct13_20-32-54_quds.qu.edu.qa/events.out.tfevents.1728840775.quds.qu.edu.qa.73316.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:572353e6f03faa185a9f4b051d25719bebf5324b373d80f5f4c28798b4c231a4
3
+ size 107987
runs/Oct13_20-40-59_quds.qu.edu.qa/events.out.tfevents.1728841264.quds.qu.edu.qa.81338.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67a0d8cd73728f063acc71667d6aeb6878917c7d5c5e009e8b54ab9a74813856
3
+ size 240712
runs/Oct13_20-58-37_quds.qu.edu.qa/events.out.tfevents.1728842319.quds.qu.edu.qa.81338.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:67cd09dc892e7c6f34705d4856a607e1894b77f74e7b73a904040d87dbb8eb5c
3
+ size 232452
runs/Oct13_21-16-40_quds.qu.edu.qa/events.out.tfevents.1728843401.quds.qu.edu.qa.81338.4 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:927bf9a6bec390c8a7ee6843729e8956870b2088dbe7a43029ec2dcfd3f23390
3
+ size 94560
runs/Oct13_21-23-33_quds.qu.edu.qa/events.out.tfevents.1728843818.quds.qu.edu.qa.93349.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a663375fa321e9bfa4300529d448b1999b80d74cd3e30bd57a418922e2936f2f
3
+ size 346238
runs/Oct13_21-48-46_quds.qu.edu.qa/events.out.tfevents.1728845328.quds.qu.edu.qa.93349.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f74e67984d4e5a0de7d83498c7d7f9d01286df19c0e2b73ca9b85b26058af138
3
+ size 335913
runs/Oct13_22-46-38_quds.qu.edu.qa/events.out.tfevents.1728848802.quds.qu.edu.qa.124408.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e197e765bcf3e38b21191838e2daa78832351af2973a9fac1039eab04ce08af7
3
+ size 451764
runs/Oct13_23-18-48_quds.qu.edu.qa/events.out.tfevents.1728850729.quds.qu.edu.qa.124408.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:f7257ce0090ef28c567412b925c9af0b94914d2c8c66705cca6476e43d2288b5
3
+ size 437309
runs/Oct13_23-51-22_quds.qu.edu.qa/events.out.tfevents.1728852687.quds.qu.edu.qa.142343.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:8d1a41f65b04e1396ac353d9a70c41f7c10d239d7376ced398087f4d11d5fa3b
3
+ size 559355
runs/Oct14_00-30-35_quds.qu.edu.qa/events.out.tfevents.1728855036.quds.qu.edu.qa.142343.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7de7da4ced8dd41b009b932383135b46357284325d8348a7530659a4a2d87dd6
3
+ size 538705
runs/Oct14_05-25-37_quds.qu.edu.qa/events.out.tfevents.1728872746.quds.qu.edu.qa.210656.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:50399533a53ff32a937efcb74e6c80d55cc8bd25768b34823fe094b1e28c27b5
3
+ size 664881
runs/Oct14_06-05-45_quds.qu.edu.qa/events.out.tfevents.1728875146.quds.qu.edu.qa.210656.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:877c0fe8fa7b0ee141893c6ee8a5c76d680e0b5779746bb69e0cc08af8515a63
3
+ size 642166
runs/Oct14_09-11-19_quds.qu.edu.qa/events.out.tfevents.1728886291.quds.qu.edu.qa.3519090.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e510b280b1cbddb20f2bc989ad804df97f4ce9dc3d9ace89915718358ca101c3
3
+ size 770407
runs/Oct14_09-51-41_quds.qu.edu.qa/events.out.tfevents.1728888703.quds.qu.edu.qa.3519090.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:896e4061bb925e13fd68b801514d192cd84b404342a69064c682251c541cbbcf
3
+ size 743562
runs/Oct14_10-35-32_quds.qu.edu.qa/events.out.tfevents.1728891335.quds.qu.edu.qa.4103565.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:aa13b3230bafc6b6b7624f6db727114b25dac5f2bf040c9d36bfaab96a4371cb
3
+ size 560653
runs/Oct14_11-05-26_quds.qu.edu.qa/events.out.tfevents.1728893131.quds.qu.edu.qa.182922.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:78006609d66924f023e91e48b001ea28bf1e361bd61d5ebc7fd11aa9fe9de363
3
+ size 875933
runs/Oct14_11-51-51_quds.qu.edu.qa/events.out.tfevents.1728895913.quds.qu.edu.qa.182922.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:7c9499fe60c8f9dfa0dc214f25cd6b31b20f44487d1c2e000d4b7f89bc754fbc
3
+ size 844958