Training in progress, step 500
Browse files- README.md +409 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
ADDED
@@ -0,0 +1,409 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
---
|
2 |
+
library_name: transformers
|
3 |
+
base_model: aubmindlab/bert-base-arabertv02
|
4 |
+
tags:
|
5 |
+
- generated_from_trainer
|
6 |
+
model-index:
|
7 |
+
- name: ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k2_task8_organization
|
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 |
+
# ArabicNewSplits7_FineTuningAraBERT_run1_AugV5_k2_task8_organization
|
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: 0.7893
|
19 |
+
- Qwk: 0.3838
|
20 |
+
- Mse: 0.7893
|
21 |
+
- Rmse: 0.8884
|
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: 100
|
47 |
+
|
48 |
+
### Training results
|
49 |
+
|
50 |
+
| Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
|
51 |
+
|:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
|
52 |
+
| No log | 0.2857 | 2 | 2.8335 | -0.0500 | 2.8335 | 1.6833 |
|
53 |
+
| No log | 0.5714 | 4 | 1.4308 | -0.0154 | 1.4308 | 1.1961 |
|
54 |
+
| No log | 0.8571 | 6 | 0.7828 | 0.0181 | 0.7828 | 0.8848 |
|
55 |
+
| No log | 1.1429 | 8 | 0.7110 | 0.0647 | 0.7110 | 0.8432 |
|
56 |
+
| No log | 1.4286 | 10 | 0.7206 | 0.1153 | 0.7206 | 0.8489 |
|
57 |
+
| No log | 1.7143 | 12 | 0.7824 | 0.1078 | 0.7824 | 0.8845 |
|
58 |
+
| No log | 2.0 | 14 | 0.8681 | 0.1631 | 0.8681 | 0.9317 |
|
59 |
+
| No log | 2.2857 | 16 | 0.8429 | 0.1777 | 0.8429 | 0.9181 |
|
60 |
+
| No log | 2.5714 | 18 | 0.7179 | 0.2611 | 0.7179 | 0.8473 |
|
61 |
+
| No log | 2.8571 | 20 | 0.6251 | 0.1702 | 0.6251 | 0.7906 |
|
62 |
+
| No log | 3.1429 | 22 | 0.6989 | 0.2857 | 0.6989 | 0.8360 |
|
63 |
+
| No log | 3.4286 | 24 | 0.5902 | 0.3061 | 0.5902 | 0.7682 |
|
64 |
+
| No log | 3.7143 | 26 | 0.6433 | 0.3500 | 0.6433 | 0.8021 |
|
65 |
+
| No log | 4.0 | 28 | 0.6256 | 0.3959 | 0.6256 | 0.7909 |
|
66 |
+
| No log | 4.2857 | 30 | 0.5715 | 0.3341 | 0.5715 | 0.7560 |
|
67 |
+
| No log | 4.5714 | 32 | 0.5918 | 0.2156 | 0.5918 | 0.7693 |
|
68 |
+
| No log | 4.8571 | 34 | 0.5558 | 0.3157 | 0.5558 | 0.7455 |
|
69 |
+
| No log | 5.1429 | 36 | 0.5616 | 0.2506 | 0.5616 | 0.7494 |
|
70 |
+
| No log | 5.4286 | 38 | 0.5938 | 0.3717 | 0.5938 | 0.7706 |
|
71 |
+
| No log | 5.7143 | 40 | 0.6762 | 0.4060 | 0.6762 | 0.8223 |
|
72 |
+
| No log | 6.0 | 42 | 0.7348 | 0.4051 | 0.7348 | 0.8572 |
|
73 |
+
| No log | 6.2857 | 44 | 0.9689 | 0.2594 | 0.9689 | 0.9843 |
|
74 |
+
| No log | 6.5714 | 46 | 0.8863 | 0.3559 | 0.8863 | 0.9415 |
|
75 |
+
| No log | 6.8571 | 48 | 0.6398 | 0.3842 | 0.6398 | 0.7999 |
|
76 |
+
| No log | 7.1429 | 50 | 0.6906 | 0.4406 | 0.6906 | 0.8310 |
|
77 |
+
| No log | 7.4286 | 52 | 0.6537 | 0.4952 | 0.6537 | 0.8085 |
|
78 |
+
| No log | 7.7143 | 54 | 0.9947 | 0.3590 | 0.9947 | 0.9974 |
|
79 |
+
| No log | 8.0 | 56 | 1.0051 | 0.3681 | 1.0051 | 1.0025 |
|
80 |
+
| No log | 8.2857 | 58 | 0.6484 | 0.4028 | 0.6484 | 0.8052 |
|
81 |
+
| No log | 8.5714 | 60 | 0.6220 | 0.4110 | 0.6220 | 0.7887 |
|
82 |
+
| No log | 8.8571 | 62 | 0.5999 | 0.3451 | 0.5999 | 0.7745 |
|
83 |
+
| No log | 9.1429 | 64 | 0.6328 | 0.3461 | 0.6328 | 0.7955 |
|
84 |
+
| No log | 9.4286 | 66 | 0.8613 | 0.3197 | 0.8613 | 0.9281 |
|
85 |
+
| No log | 9.7143 | 68 | 0.7258 | 0.3347 | 0.7258 | 0.8519 |
|
86 |
+
| No log | 10.0 | 70 | 0.5062 | 0.3094 | 0.5062 | 0.7115 |
|
87 |
+
| No log | 10.2857 | 72 | 0.5122 | 0.3376 | 0.5122 | 0.7157 |
|
88 |
+
| No log | 10.5714 | 74 | 0.5513 | 0.5039 | 0.5513 | 0.7425 |
|
89 |
+
| No log | 10.8571 | 76 | 0.7663 | 0.3922 | 0.7663 | 0.8754 |
|
90 |
+
| No log | 11.1429 | 78 | 1.4145 | 0.2793 | 1.4145 | 1.1893 |
|
91 |
+
| No log | 11.4286 | 80 | 1.6379 | 0.1555 | 1.6379 | 1.2798 |
|
92 |
+
| No log | 11.7143 | 82 | 1.4160 | 0.2607 | 1.4160 | 1.1899 |
|
93 |
+
| No log | 12.0 | 84 | 0.9448 | 0.3779 | 0.9448 | 0.9720 |
|
94 |
+
| No log | 12.2857 | 86 | 0.8648 | 0.4148 | 0.8648 | 0.9299 |
|
95 |
+
| No log | 12.5714 | 88 | 1.0047 | 0.3857 | 1.0047 | 1.0023 |
|
96 |
+
| No log | 12.8571 | 90 | 1.0386 | 0.4128 | 1.0386 | 1.0191 |
|
97 |
+
| No log | 13.1429 | 92 | 0.9626 | 0.4005 | 0.9626 | 0.9811 |
|
98 |
+
| No log | 13.4286 | 94 | 0.6467 | 0.3887 | 0.6467 | 0.8042 |
|
99 |
+
| No log | 13.7143 | 96 | 0.5733 | 0.4595 | 0.5733 | 0.7572 |
|
100 |
+
| No log | 14.0 | 98 | 0.6244 | 0.3615 | 0.6244 | 0.7902 |
|
101 |
+
| No log | 14.2857 | 100 | 0.6462 | 0.4067 | 0.6462 | 0.8039 |
|
102 |
+
| No log | 14.5714 | 102 | 0.6710 | 0.3968 | 0.6710 | 0.8192 |
|
103 |
+
| No log | 14.8571 | 104 | 0.6769 | 0.3817 | 0.6769 | 0.8227 |
|
104 |
+
| No log | 15.1429 | 106 | 0.6492 | 0.3817 | 0.6492 | 0.8057 |
|
105 |
+
| No log | 15.4286 | 108 | 0.5932 | 0.4466 | 0.5932 | 0.7702 |
|
106 |
+
| No log | 15.7143 | 110 | 0.6121 | 0.3915 | 0.6121 | 0.7824 |
|
107 |
+
| No log | 16.0 | 112 | 0.7826 | 0.3345 | 0.7826 | 0.8846 |
|
108 |
+
| No log | 16.2857 | 114 | 0.9802 | 0.3527 | 0.9802 | 0.9900 |
|
109 |
+
| No log | 16.5714 | 116 | 0.7715 | 0.3149 | 0.7715 | 0.8783 |
|
110 |
+
| No log | 16.8571 | 118 | 0.7178 | 0.2681 | 0.7178 | 0.8472 |
|
111 |
+
| No log | 17.1429 | 120 | 0.6370 | 0.4035 | 0.6370 | 0.7981 |
|
112 |
+
| No log | 17.4286 | 122 | 0.6074 | 0.4035 | 0.6074 | 0.7793 |
|
113 |
+
| No log | 17.7143 | 124 | 0.6884 | 0.3997 | 0.6884 | 0.8297 |
|
114 |
+
| No log | 18.0 | 126 | 0.9187 | 0.3681 | 0.9187 | 0.9585 |
|
115 |
+
| No log | 18.2857 | 128 | 0.8709 | 0.3494 | 0.8709 | 0.9332 |
|
116 |
+
| No log | 18.5714 | 130 | 0.6543 | 0.4013 | 0.6543 | 0.8089 |
|
117 |
+
| No log | 18.8571 | 132 | 0.5951 | 0.4022 | 0.5951 | 0.7714 |
|
118 |
+
| No log | 19.1429 | 134 | 0.6359 | 0.4300 | 0.6359 | 0.7974 |
|
119 |
+
| No log | 19.4286 | 136 | 0.8249 | 0.4180 | 0.8249 | 0.9082 |
|
120 |
+
| No log | 19.7143 | 138 | 0.8642 | 0.4180 | 0.8642 | 0.9296 |
|
121 |
+
| No log | 20.0 | 140 | 0.7557 | 0.3811 | 0.7557 | 0.8693 |
|
122 |
+
| No log | 20.2857 | 142 | 0.6345 | 0.3770 | 0.6345 | 0.7966 |
|
123 |
+
| No log | 20.5714 | 144 | 0.6055 | 0.3898 | 0.6055 | 0.7781 |
|
124 |
+
| No log | 20.8571 | 146 | 0.7343 | 0.3739 | 0.7343 | 0.8569 |
|
125 |
+
| No log | 21.1429 | 148 | 0.9029 | 0.2981 | 0.9029 | 0.9502 |
|
126 |
+
| No log | 21.4286 | 150 | 1.0533 | 0.3086 | 1.0533 | 1.0263 |
|
127 |
+
| No log | 21.7143 | 152 | 0.9201 | 0.3511 | 0.9201 | 0.9592 |
|
128 |
+
| No log | 22.0 | 154 | 0.6997 | 0.4088 | 0.6997 | 0.8365 |
|
129 |
+
| No log | 22.2857 | 156 | 0.5655 | 0.4769 | 0.5655 | 0.7520 |
|
130 |
+
| No log | 22.5714 | 158 | 0.6219 | 0.4769 | 0.6219 | 0.7886 |
|
131 |
+
| No log | 22.8571 | 160 | 0.8515 | 0.3645 | 0.8515 | 0.9228 |
|
132 |
+
| No log | 23.1429 | 162 | 0.8701 | 0.4154 | 0.8701 | 0.9328 |
|
133 |
+
| No log | 23.4286 | 164 | 0.9207 | 0.3430 | 0.9207 | 0.9595 |
|
134 |
+
| No log | 23.7143 | 166 | 0.8059 | 0.4534 | 0.8059 | 0.8977 |
|
135 |
+
| No log | 24.0 | 168 | 0.6376 | 0.4684 | 0.6376 | 0.7985 |
|
136 |
+
| No log | 24.2857 | 170 | 0.6616 | 0.4587 | 0.6616 | 0.8134 |
|
137 |
+
| No log | 24.5714 | 172 | 0.8172 | 0.4450 | 0.8172 | 0.9040 |
|
138 |
+
| No log | 24.8571 | 174 | 0.9164 | 0.3753 | 0.9164 | 0.9573 |
|
139 |
+
| No log | 25.1429 | 176 | 1.1034 | 0.3429 | 1.1034 | 1.0504 |
|
140 |
+
| No log | 25.4286 | 178 | 1.0318 | 0.3264 | 1.0318 | 1.0158 |
|
141 |
+
| No log | 25.7143 | 180 | 0.7331 | 0.4813 | 0.7331 | 0.8562 |
|
142 |
+
| No log | 26.0 | 182 | 0.5217 | 0.4591 | 0.5217 | 0.7223 |
|
143 |
+
| No log | 26.2857 | 184 | 0.5367 | 0.4414 | 0.5367 | 0.7326 |
|
144 |
+
| No log | 26.5714 | 186 | 0.7042 | 0.5250 | 0.7042 | 0.8392 |
|
145 |
+
| No log | 26.8571 | 188 | 0.9501 | 0.3759 | 0.9501 | 0.9747 |
|
146 |
+
| No log | 27.1429 | 190 | 1.1487 | 0.3299 | 1.1487 | 1.0718 |
|
147 |
+
| No log | 27.4286 | 192 | 1.2177 | 0.3254 | 1.2177 | 1.1035 |
|
148 |
+
| No log | 27.7143 | 194 | 0.9026 | 0.4726 | 0.9026 | 0.9501 |
|
149 |
+
| No log | 28.0 | 196 | 0.7581 | 0.5257 | 0.7581 | 0.8707 |
|
150 |
+
| No log | 28.2857 | 198 | 0.6376 | 0.5573 | 0.6376 | 0.7985 |
|
151 |
+
| No log | 28.5714 | 200 | 0.6150 | 0.5465 | 0.6150 | 0.7842 |
|
152 |
+
| No log | 28.8571 | 202 | 0.7721 | 0.5090 | 0.7721 | 0.8787 |
|
153 |
+
| No log | 29.1429 | 204 | 1.0565 | 0.3329 | 1.0565 | 1.0278 |
|
154 |
+
| No log | 29.4286 | 206 | 1.0659 | 0.3264 | 1.0659 | 1.0324 |
|
155 |
+
| No log | 29.7143 | 208 | 0.8594 | 0.3700 | 0.8594 | 0.9270 |
|
156 |
+
| No log | 30.0 | 210 | 0.6381 | 0.4152 | 0.6381 | 0.7988 |
|
157 |
+
| No log | 30.2857 | 212 | 0.5408 | 0.4867 | 0.5408 | 0.7354 |
|
158 |
+
| No log | 30.5714 | 214 | 0.5874 | 0.4642 | 0.5874 | 0.7664 |
|
159 |
+
| No log | 30.8571 | 216 | 0.6574 | 0.4509 | 0.6574 | 0.8108 |
|
160 |
+
| No log | 31.1429 | 218 | 0.8965 | 0.3681 | 0.8965 | 0.9468 |
|
161 |
+
| No log | 31.4286 | 220 | 0.9529 | 0.3542 | 0.9529 | 0.9761 |
|
162 |
+
| No log | 31.7143 | 222 | 0.7856 | 0.4695 | 0.7856 | 0.8863 |
|
163 |
+
| No log | 32.0 | 224 | 0.5896 | 0.4925 | 0.5896 | 0.7678 |
|
164 |
+
| No log | 32.2857 | 226 | 0.5144 | 0.5151 | 0.5144 | 0.7172 |
|
165 |
+
| No log | 32.5714 | 228 | 0.5367 | 0.4925 | 0.5367 | 0.7326 |
|
166 |
+
| No log | 32.8571 | 230 | 0.6129 | 0.4533 | 0.6129 | 0.7829 |
|
167 |
+
| No log | 33.1429 | 232 | 0.6626 | 0.3899 | 0.6626 | 0.8140 |
|
168 |
+
| No log | 33.4286 | 234 | 0.6911 | 0.3484 | 0.6911 | 0.8313 |
|
169 |
+
| No log | 33.7143 | 236 | 0.7271 | 0.3769 | 0.7271 | 0.8527 |
|
170 |
+
| No log | 34.0 | 238 | 0.7001 | 0.3523 | 0.7001 | 0.8367 |
|
171 |
+
| No log | 34.2857 | 240 | 0.7705 | 0.3593 | 0.7705 | 0.8778 |
|
172 |
+
| No log | 34.5714 | 242 | 0.8265 | 0.3425 | 0.8265 | 0.9091 |
|
173 |
+
| No log | 34.8571 | 244 | 0.7764 | 0.4398 | 0.7764 | 0.8811 |
|
174 |
+
| No log | 35.1429 | 246 | 0.6279 | 0.4568 | 0.6279 | 0.7924 |
|
175 |
+
| No log | 35.4286 | 248 | 0.5880 | 0.5123 | 0.5880 | 0.7668 |
|
176 |
+
| No log | 35.7143 | 250 | 0.6323 | 0.4648 | 0.6323 | 0.7951 |
|
177 |
+
| No log | 36.0 | 252 | 0.6701 | 0.4704 | 0.6701 | 0.8186 |
|
178 |
+
| No log | 36.2857 | 254 | 0.8043 | 0.4516 | 0.8043 | 0.8968 |
|
179 |
+
| No log | 36.5714 | 256 | 0.9672 | 0.3867 | 0.9672 | 0.9835 |
|
180 |
+
| No log | 36.8571 | 258 | 0.9501 | 0.3204 | 0.9501 | 0.9747 |
|
181 |
+
| No log | 37.1429 | 260 | 0.7545 | 0.4031 | 0.7545 | 0.8686 |
|
182 |
+
| No log | 37.4286 | 262 | 0.5931 | 0.4769 | 0.5931 | 0.7701 |
|
183 |
+
| No log | 37.7143 | 264 | 0.5122 | 0.4878 | 0.5122 | 0.7156 |
|
184 |
+
| No log | 38.0 | 266 | 0.5268 | 0.4878 | 0.5268 | 0.7258 |
|
185 |
+
| No log | 38.2857 | 268 | 0.5873 | 0.4979 | 0.5873 | 0.7664 |
|
186 |
+
| No log | 38.5714 | 270 | 0.7364 | 0.4636 | 0.7364 | 0.8582 |
|
187 |
+
| No log | 38.8571 | 272 | 0.8270 | 0.4283 | 0.8270 | 0.9094 |
|
188 |
+
| No log | 39.1429 | 274 | 0.7533 | 0.4636 | 0.7533 | 0.8679 |
|
189 |
+
| No log | 39.4286 | 276 | 0.6688 | 0.4375 | 0.6688 | 0.8178 |
|
190 |
+
| No log | 39.7143 | 278 | 0.6569 | 0.4575 | 0.6569 | 0.8105 |
|
191 |
+
| No log | 40.0 | 280 | 0.6851 | 0.4636 | 0.6851 | 0.8277 |
|
192 |
+
| No log | 40.2857 | 282 | 0.8155 | 0.4579 | 0.8155 | 0.9031 |
|
193 |
+
| No log | 40.5714 | 284 | 0.8368 | 0.4310 | 0.8368 | 0.9148 |
|
194 |
+
| No log | 40.8571 | 286 | 0.7885 | 0.4695 | 0.7885 | 0.8880 |
|
195 |
+
| No log | 41.1429 | 288 | 0.6528 | 0.4636 | 0.6528 | 0.8079 |
|
196 |
+
| No log | 41.4286 | 290 | 0.5861 | 0.5162 | 0.5861 | 0.7656 |
|
197 |
+
| No log | 41.7143 | 292 | 0.5548 | 0.5357 | 0.5548 | 0.7448 |
|
198 |
+
| No log | 42.0 | 294 | 0.5470 | 0.5682 | 0.5470 | 0.7396 |
|
199 |
+
| No log | 42.2857 | 296 | 0.6199 | 0.5467 | 0.6199 | 0.7873 |
|
200 |
+
| No log | 42.5714 | 298 | 0.7031 | 0.4568 | 0.7031 | 0.8385 |
|
201 |
+
| No log | 42.8571 | 300 | 0.7674 | 0.4574 | 0.7674 | 0.8760 |
|
202 |
+
| No log | 43.1429 | 302 | 0.7621 | 0.4516 | 0.7621 | 0.8730 |
|
203 |
+
| No log | 43.4286 | 304 | 0.6834 | 0.5106 | 0.6834 | 0.8267 |
|
204 |
+
| No log | 43.7143 | 306 | 0.5842 | 0.4974 | 0.5842 | 0.7643 |
|
205 |
+
| No log | 44.0 | 308 | 0.5550 | 0.4827 | 0.5550 | 0.7450 |
|
206 |
+
| No log | 44.2857 | 310 | 0.5368 | 0.4827 | 0.5368 | 0.7327 |
|
207 |
+
| No log | 44.5714 | 312 | 0.5592 | 0.5072 | 0.5592 | 0.7478 |
|
208 |
+
| No log | 44.8571 | 314 | 0.6118 | 0.5162 | 0.6118 | 0.7822 |
|
209 |
+
| No log | 45.1429 | 316 | 0.7164 | 0.4729 | 0.7164 | 0.8464 |
|
210 |
+
| No log | 45.4286 | 318 | 0.7249 | 0.4676 | 0.7249 | 0.8514 |
|
211 |
+
| No log | 45.7143 | 320 | 0.7523 | 0.4515 | 0.7523 | 0.8674 |
|
212 |
+
| No log | 46.0 | 322 | 0.6724 | 0.5013 | 0.6724 | 0.8200 |
|
213 |
+
| No log | 46.2857 | 324 | 0.5746 | 0.5290 | 0.5746 | 0.7580 |
|
214 |
+
| No log | 46.5714 | 326 | 0.5505 | 0.5533 | 0.5505 | 0.7419 |
|
215 |
+
| No log | 46.8571 | 328 | 0.5647 | 0.5338 | 0.5647 | 0.7515 |
|
216 |
+
| No log | 47.1429 | 330 | 0.6117 | 0.4631 | 0.6117 | 0.7821 |
|
217 |
+
| No log | 47.4286 | 332 | 0.6954 | 0.4192 | 0.6954 | 0.8339 |
|
218 |
+
| No log | 47.7143 | 334 | 0.6679 | 0.4598 | 0.6679 | 0.8172 |
|
219 |
+
| No log | 48.0 | 336 | 0.5802 | 0.5072 | 0.5802 | 0.7617 |
|
220 |
+
| No log | 48.2857 | 338 | 0.5200 | 0.5941 | 0.5200 | 0.7211 |
|
221 |
+
| No log | 48.5714 | 340 | 0.5046 | 0.5875 | 0.5046 | 0.7103 |
|
222 |
+
| No log | 48.8571 | 342 | 0.5276 | 0.5742 | 0.5276 | 0.7264 |
|
223 |
+
| No log | 49.1429 | 344 | 0.6096 | 0.5309 | 0.6096 | 0.7808 |
|
224 |
+
| No log | 49.4286 | 346 | 0.6621 | 0.5055 | 0.6621 | 0.8137 |
|
225 |
+
| No log | 49.7143 | 348 | 0.6824 | 0.5055 | 0.6824 | 0.8261 |
|
226 |
+
| No log | 50.0 | 350 | 0.6506 | 0.5068 | 0.6506 | 0.8066 |
|
227 |
+
| No log | 50.2857 | 352 | 0.6252 | 0.5068 | 0.6252 | 0.7907 |
|
228 |
+
| No log | 50.5714 | 354 | 0.6128 | 0.5068 | 0.6128 | 0.7828 |
|
229 |
+
| No log | 50.8571 | 356 | 0.5672 | 0.5310 | 0.5672 | 0.7531 |
|
230 |
+
| No log | 51.1429 | 358 | 0.5688 | 0.5081 | 0.5688 | 0.7542 |
|
231 |
+
| No log | 51.4286 | 360 | 0.5754 | 0.5032 | 0.5754 | 0.7585 |
|
232 |
+
| No log | 51.7143 | 362 | 0.5880 | 0.5032 | 0.5880 | 0.7668 |
|
233 |
+
| No log | 52.0 | 364 | 0.6756 | 0.5213 | 0.6756 | 0.8219 |
|
234 |
+
| No log | 52.2857 | 366 | 0.7422 | 0.4856 | 0.7422 | 0.8615 |
|
235 |
+
| No log | 52.5714 | 368 | 0.7423 | 0.4856 | 0.7423 | 0.8616 |
|
236 |
+
| No log | 52.8571 | 370 | 0.7778 | 0.4705 | 0.7778 | 0.8819 |
|
237 |
+
| No log | 53.1429 | 372 | 0.7988 | 0.4705 | 0.7988 | 0.8938 |
|
238 |
+
| No log | 53.4286 | 374 | 0.8325 | 0.4434 | 0.8325 | 0.9124 |
|
239 |
+
| No log | 53.7143 | 376 | 0.7927 | 0.3798 | 0.7927 | 0.8903 |
|
240 |
+
| No log | 54.0 | 378 | 0.6727 | 0.5014 | 0.6727 | 0.8202 |
|
241 |
+
| No log | 54.2857 | 380 | 0.5697 | 0.4934 | 0.5697 | 0.7548 |
|
242 |
+
| No log | 54.5714 | 382 | 0.5092 | 0.5965 | 0.5092 | 0.7136 |
|
243 |
+
| No log | 54.8571 | 384 | 0.5035 | 0.5965 | 0.5035 | 0.7096 |
|
244 |
+
| No log | 55.1429 | 386 | 0.5039 | 0.6086 | 0.5039 | 0.7099 |
|
245 |
+
| No log | 55.4286 | 388 | 0.5225 | 0.5975 | 0.5225 | 0.7229 |
|
246 |
+
| No log | 55.7143 | 390 | 0.5882 | 0.5682 | 0.5882 | 0.7670 |
|
247 |
+
| No log | 56.0 | 392 | 0.7100 | 0.5491 | 0.7100 | 0.8426 |
|
248 |
+
| No log | 56.2857 | 394 | 0.8330 | 0.4099 | 0.8330 | 0.9127 |
|
249 |
+
| No log | 56.5714 | 396 | 0.8639 | 0.3770 | 0.8639 | 0.9295 |
|
250 |
+
| No log | 56.8571 | 398 | 0.8426 | 0.3451 | 0.8426 | 0.9179 |
|
251 |
+
| No log | 57.1429 | 400 | 0.8303 | 0.3634 | 0.8303 | 0.9112 |
|
252 |
+
| No log | 57.4286 | 402 | 0.8060 | 0.3634 | 0.8060 | 0.8978 |
|
253 |
+
| No log | 57.7143 | 404 | 0.7607 | 0.4064 | 0.7607 | 0.8722 |
|
254 |
+
| No log | 58.0 | 406 | 0.7052 | 0.4189 | 0.7052 | 0.8398 |
|
255 |
+
| No log | 58.2857 | 408 | 0.6525 | 0.3873 | 0.6525 | 0.8078 |
|
256 |
+
| No log | 58.5714 | 410 | 0.6266 | 0.4562 | 0.6266 | 0.7915 |
|
257 |
+
| No log | 58.8571 | 412 | 0.6148 | 0.4562 | 0.6148 | 0.7841 |
|
258 |
+
| No log | 59.1429 | 414 | 0.6205 | 0.4562 | 0.6205 | 0.7877 |
|
259 |
+
| No log | 59.4286 | 416 | 0.6431 | 0.4562 | 0.6431 | 0.8019 |
|
260 |
+
| No log | 59.7143 | 418 | 0.6874 | 0.4341 | 0.6874 | 0.8291 |
|
261 |
+
| No log | 60.0 | 420 | 0.7087 | 0.4205 | 0.7087 | 0.8418 |
|
262 |
+
| No log | 60.2857 | 422 | 0.7056 | 0.4205 | 0.7056 | 0.8400 |
|
263 |
+
| No log | 60.5714 | 424 | 0.7041 | 0.4274 | 0.7041 | 0.8391 |
|
264 |
+
| No log | 60.8571 | 426 | 0.7854 | 0.3955 | 0.7854 | 0.8862 |
|
265 |
+
| No log | 61.1429 | 428 | 0.8197 | 0.3784 | 0.8197 | 0.9054 |
|
266 |
+
| No log | 61.4286 | 430 | 0.8198 | 0.3981 | 0.8198 | 0.9055 |
|
267 |
+
| No log | 61.7143 | 432 | 0.7659 | 0.3981 | 0.7659 | 0.8752 |
|
268 |
+
| No log | 62.0 | 434 | 0.7596 | 0.3981 | 0.7596 | 0.8715 |
|
269 |
+
| No log | 62.2857 | 436 | 0.7772 | 0.4192 | 0.7772 | 0.8816 |
|
270 |
+
| No log | 62.5714 | 438 | 0.8253 | 0.3933 | 0.8253 | 0.9085 |
|
271 |
+
| No log | 62.8571 | 440 | 0.8487 | 0.3933 | 0.8487 | 0.9213 |
|
272 |
+
| No log | 63.1429 | 442 | 0.8901 | 0.3859 | 0.8901 | 0.9435 |
|
273 |
+
| No log | 63.4286 | 444 | 0.8915 | 0.4073 | 0.8915 | 0.9442 |
|
274 |
+
| No log | 63.7143 | 446 | 0.8973 | 0.3859 | 0.8973 | 0.9472 |
|
275 |
+
| No log | 64.0 | 448 | 0.9045 | 0.3859 | 0.9045 | 0.9511 |
|
276 |
+
| No log | 64.2857 | 450 | 0.8577 | 0.3859 | 0.8577 | 0.9261 |
|
277 |
+
| No log | 64.5714 | 452 | 0.7615 | 0.4121 | 0.7615 | 0.8726 |
|
278 |
+
| No log | 64.8571 | 454 | 0.7032 | 0.4834 | 0.7032 | 0.8386 |
|
279 |
+
| No log | 65.1429 | 456 | 0.6706 | 0.4783 | 0.6706 | 0.8189 |
|
280 |
+
| No log | 65.4286 | 458 | 0.6449 | 0.4627 | 0.6449 | 0.8031 |
|
281 |
+
| No log | 65.7143 | 460 | 0.6357 | 0.4451 | 0.6357 | 0.7973 |
|
282 |
+
| No log | 66.0 | 462 | 0.6601 | 0.4770 | 0.6601 | 0.8125 |
|
283 |
+
| No log | 66.2857 | 464 | 0.6710 | 0.4770 | 0.6710 | 0.8191 |
|
284 |
+
| No log | 66.5714 | 466 | 0.7214 | 0.4189 | 0.7214 | 0.8494 |
|
285 |
+
| No log | 66.8571 | 468 | 0.7360 | 0.4189 | 0.7360 | 0.8579 |
|
286 |
+
| No log | 67.1429 | 470 | 0.7626 | 0.4176 | 0.7626 | 0.8733 |
|
287 |
+
| No log | 67.4286 | 472 | 0.7393 | 0.4189 | 0.7393 | 0.8598 |
|
288 |
+
| No log | 67.7143 | 474 | 0.7117 | 0.4282 | 0.7117 | 0.8436 |
|
289 |
+
| No log | 68.0 | 476 | 0.6522 | 0.4471 | 0.6522 | 0.8076 |
|
290 |
+
| No log | 68.2857 | 478 | 0.6223 | 0.4098 | 0.6223 | 0.7889 |
|
291 |
+
| No log | 68.5714 | 480 | 0.6181 | 0.4286 | 0.6181 | 0.7862 |
|
292 |
+
| No log | 68.8571 | 482 | 0.6123 | 0.4201 | 0.6123 | 0.7825 |
|
293 |
+
| No log | 69.1429 | 484 | 0.6329 | 0.4186 | 0.6329 | 0.7955 |
|
294 |
+
| No log | 69.4286 | 486 | 0.6318 | 0.4237 | 0.6318 | 0.7949 |
|
295 |
+
| No log | 69.7143 | 488 | 0.6322 | 0.4237 | 0.6322 | 0.7951 |
|
296 |
+
| No log | 70.0 | 490 | 0.6583 | 0.4437 | 0.6583 | 0.8114 |
|
297 |
+
| No log | 70.2857 | 492 | 0.6775 | 0.4614 | 0.6775 | 0.8231 |
|
298 |
+
| No log | 70.5714 | 494 | 0.7111 | 0.4675 | 0.7111 | 0.8433 |
|
299 |
+
| No log | 70.8571 | 496 | 0.7289 | 0.4295 | 0.7289 | 0.8537 |
|
300 |
+
| No log | 71.1429 | 498 | 0.7531 | 0.4295 | 0.7531 | 0.8678 |
|
301 |
+
| 0.2117 | 71.4286 | 500 | 0.8054 | 0.3396 | 0.8054 | 0.8974 |
|
302 |
+
| 0.2117 | 71.7143 | 502 | 0.8714 | 0.3164 | 0.8714 | 0.9335 |
|
303 |
+
| 0.2117 | 72.0 | 504 | 0.8899 | 0.3164 | 0.8899 | 0.9434 |
|
304 |
+
| 0.2117 | 72.2857 | 506 | 0.9271 | 0.3052 | 0.9271 | 0.9629 |
|
305 |
+
| 0.2117 | 72.5714 | 508 | 0.8995 | 0.3511 | 0.8995 | 0.9484 |
|
306 |
+
| 0.2117 | 72.8571 | 510 | 0.8298 | 0.3652 | 0.8298 | 0.9110 |
|
307 |
+
| 0.2117 | 73.1429 | 512 | 0.7673 | 0.4005 | 0.7673 | 0.8759 |
|
308 |
+
| 0.2117 | 73.4286 | 514 | 0.7229 | 0.4094 | 0.7229 | 0.8502 |
|
309 |
+
| 0.2117 | 73.7143 | 516 | 0.7259 | 0.4501 | 0.7259 | 0.8520 |
|
310 |
+
| 0.2117 | 74.0 | 518 | 0.7407 | 0.4419 | 0.7407 | 0.8606 |
|
311 |
+
| 0.2117 | 74.2857 | 520 | 0.7554 | 0.4419 | 0.7554 | 0.8691 |
|
312 |
+
| 0.2117 | 74.5714 | 522 | 0.7539 | 0.4419 | 0.7539 | 0.8683 |
|
313 |
+
| 0.2117 | 74.8571 | 524 | 0.7265 | 0.4636 | 0.7265 | 0.8523 |
|
314 |
+
| 0.2117 | 75.1429 | 526 | 0.6963 | 0.4675 | 0.6963 | 0.8345 |
|
315 |
+
| 0.2117 | 75.4286 | 528 | 0.6801 | 0.4509 | 0.6801 | 0.8247 |
|
316 |
+
| 0.2117 | 75.7143 | 530 | 0.6793 | 0.4411 | 0.6793 | 0.8242 |
|
317 |
+
| 0.2117 | 76.0 | 532 | 0.6991 | 0.4614 | 0.6991 | 0.8361 |
|
318 |
+
| 0.2117 | 76.2857 | 534 | 0.7461 | 0.3923 | 0.7461 | 0.8638 |
|
319 |
+
| 0.2117 | 76.5714 | 536 | 0.7928 | 0.3946 | 0.7928 | 0.8904 |
|
320 |
+
| 0.2117 | 76.8571 | 538 | 0.8211 | 0.3590 | 0.8211 | 0.9061 |
|
321 |
+
| 0.2117 | 77.1429 | 540 | 0.8233 | 0.3590 | 0.8233 | 0.9074 |
|
322 |
+
| 0.2117 | 77.4286 | 542 | 0.8249 | 0.3590 | 0.8249 | 0.9082 |
|
323 |
+
| 0.2117 | 77.7143 | 544 | 0.8248 | 0.3590 | 0.8248 | 0.9082 |
|
324 |
+
| 0.2117 | 78.0 | 546 | 0.8176 | 0.3590 | 0.8176 | 0.9042 |
|
325 |
+
| 0.2117 | 78.2857 | 548 | 0.8124 | 0.3590 | 0.8124 | 0.9013 |
|
326 |
+
| 0.2117 | 78.5714 | 550 | 0.7861 | 0.4118 | 0.7861 | 0.8866 |
|
327 |
+
| 0.2117 | 78.8571 | 552 | 0.7225 | 0.4321 | 0.7225 | 0.8500 |
|
328 |
+
| 0.2117 | 79.1429 | 554 | 0.6589 | 0.4587 | 0.6589 | 0.8117 |
|
329 |
+
| 0.2117 | 79.4286 | 556 | 0.6248 | 0.4484 | 0.6248 | 0.7905 |
|
330 |
+
| 0.2117 | 79.7143 | 558 | 0.6089 | 0.4828 | 0.6089 | 0.7803 |
|
331 |
+
| 0.2117 | 80.0 | 560 | 0.6133 | 0.4413 | 0.6133 | 0.7831 |
|
332 |
+
| 0.2117 | 80.2857 | 562 | 0.6383 | 0.4424 | 0.6383 | 0.7989 |
|
333 |
+
| 0.2117 | 80.5714 | 564 | 0.6825 | 0.4282 | 0.6825 | 0.8262 |
|
334 |
+
| 0.2117 | 80.8571 | 566 | 0.7364 | 0.4295 | 0.7364 | 0.8581 |
|
335 |
+
| 0.2117 | 81.1429 | 568 | 0.7908 | 0.3476 | 0.7908 | 0.8893 |
|
336 |
+
| 0.2117 | 81.4286 | 570 | 0.8195 | 0.3590 | 0.8195 | 0.9053 |
|
337 |
+
| 0.2117 | 81.7143 | 572 | 0.8305 | 0.3590 | 0.8305 | 0.9113 |
|
338 |
+
| 0.2117 | 82.0 | 574 | 0.8213 | 0.3590 | 0.8213 | 0.9063 |
|
339 |
+
| 0.2117 | 82.2857 | 576 | 0.8028 | 0.3396 | 0.8028 | 0.8960 |
|
340 |
+
| 0.2117 | 82.5714 | 578 | 0.7688 | 0.3923 | 0.7688 | 0.8768 |
|
341 |
+
| 0.2117 | 82.8571 | 580 | 0.7484 | 0.4295 | 0.7484 | 0.8651 |
|
342 |
+
| 0.2117 | 83.1429 | 582 | 0.7157 | 0.4918 | 0.7157 | 0.8460 |
|
343 |
+
| 0.2117 | 83.4286 | 584 | 0.6920 | 0.4729 | 0.6920 | 0.8319 |
|
344 |
+
| 0.2117 | 83.7143 | 586 | 0.6756 | 0.4825 | 0.6756 | 0.8219 |
|
345 |
+
| 0.2117 | 84.0 | 588 | 0.6835 | 0.4729 | 0.6835 | 0.8268 |
|
346 |
+
| 0.2117 | 84.2857 | 590 | 0.7104 | 0.4918 | 0.7104 | 0.8428 |
|
347 |
+
| 0.2117 | 84.5714 | 592 | 0.7507 | 0.4544 | 0.7507 | 0.8665 |
|
348 |
+
| 0.2117 | 84.8571 | 594 | 0.7656 | 0.4454 | 0.7656 | 0.8750 |
|
349 |
+
| 0.2117 | 85.1429 | 596 | 0.7650 | 0.4454 | 0.7650 | 0.8746 |
|
350 |
+
| 0.2117 | 85.4286 | 598 | 0.7631 | 0.4454 | 0.7631 | 0.8735 |
|
351 |
+
| 0.2117 | 85.7143 | 600 | 0.7467 | 0.4918 | 0.7467 | 0.8641 |
|
352 |
+
| 0.2117 | 86.0 | 602 | 0.7383 | 0.4875 | 0.7383 | 0.8593 |
|
353 |
+
| 0.2117 | 86.2857 | 604 | 0.7415 | 0.4875 | 0.7415 | 0.8611 |
|
354 |
+
| 0.2117 | 86.5714 | 606 | 0.7504 | 0.4875 | 0.7504 | 0.8663 |
|
355 |
+
| 0.2117 | 86.8571 | 608 | 0.7574 | 0.4509 | 0.7574 | 0.8703 |
|
356 |
+
| 0.2117 | 87.1429 | 610 | 0.7794 | 0.4420 | 0.7794 | 0.8828 |
|
357 |
+
| 0.2117 | 87.4286 | 612 | 0.7920 | 0.4420 | 0.7920 | 0.8899 |
|
358 |
+
| 0.2117 | 87.7143 | 614 | 0.8116 | 0.4420 | 0.8116 | 0.9009 |
|
359 |
+
| 0.2117 | 88.0 | 616 | 0.8297 | 0.4064 | 0.8297 | 0.9109 |
|
360 |
+
| 0.2117 | 88.2857 | 618 | 0.8487 | 0.3540 | 0.8487 | 0.9212 |
|
361 |
+
| 0.2117 | 88.5714 | 620 | 0.8674 | 0.3807 | 0.8674 | 0.9313 |
|
362 |
+
| 0.2117 | 88.8571 | 622 | 0.8675 | 0.3822 | 0.8675 | 0.9314 |
|
363 |
+
| 0.2117 | 89.1429 | 624 | 0.8498 | 0.3556 | 0.8498 | 0.9218 |
|
364 |
+
| 0.2117 | 89.4286 | 626 | 0.8405 | 0.4090 | 0.8405 | 0.9168 |
|
365 |
+
| 0.2117 | 89.7143 | 628 | 0.8389 | 0.4090 | 0.8389 | 0.9159 |
|
366 |
+
| 0.2117 | 90.0 | 630 | 0.8209 | 0.4090 | 0.8209 | 0.9061 |
|
367 |
+
| 0.2117 | 90.2857 | 632 | 0.7999 | 0.3838 | 0.7999 | 0.8944 |
|
368 |
+
| 0.2117 | 90.5714 | 634 | 0.7839 | 0.3923 | 0.7839 | 0.8854 |
|
369 |
+
| 0.2117 | 90.8571 | 636 | 0.7647 | 0.4295 | 0.7647 | 0.8744 |
|
370 |
+
| 0.2117 | 91.1429 | 638 | 0.7598 | 0.4295 | 0.7598 | 0.8717 |
|
371 |
+
| 0.2117 | 91.4286 | 640 | 0.7619 | 0.4295 | 0.7619 | 0.8729 |
|
372 |
+
| 0.2117 | 91.7143 | 642 | 0.7686 | 0.4295 | 0.7686 | 0.8767 |
|
373 |
+
| 0.2117 | 92.0 | 644 | 0.7755 | 0.3923 | 0.7755 | 0.8806 |
|
374 |
+
| 0.2117 | 92.2857 | 646 | 0.7895 | 0.3923 | 0.7895 | 0.8885 |
|
375 |
+
| 0.2117 | 92.5714 | 648 | 0.8026 | 0.3923 | 0.8026 | 0.8959 |
|
376 |
+
| 0.2117 | 92.8571 | 650 | 0.8174 | 0.3838 | 0.8174 | 0.9041 |
|
377 |
+
| 0.2117 | 93.1429 | 652 | 0.8282 | 0.3838 | 0.8282 | 0.9100 |
|
378 |
+
| 0.2117 | 93.4286 | 654 | 0.8257 | 0.3838 | 0.8257 | 0.9087 |
|
379 |
+
| 0.2117 | 93.7143 | 656 | 0.8201 | 0.3838 | 0.8201 | 0.9056 |
|
380 |
+
| 0.2117 | 94.0 | 658 | 0.8115 | 0.3838 | 0.8115 | 0.9008 |
|
381 |
+
| 0.2117 | 94.2857 | 660 | 0.7964 | 0.3838 | 0.7964 | 0.8924 |
|
382 |
+
| 0.2117 | 94.5714 | 662 | 0.7784 | 0.3923 | 0.7784 | 0.8823 |
|
383 |
+
| 0.2117 | 94.8571 | 664 | 0.7611 | 0.3834 | 0.7611 | 0.8724 |
|
384 |
+
| 0.2117 | 95.1429 | 666 | 0.7523 | 0.4099 | 0.7523 | 0.8674 |
|
385 |
+
| 0.2117 | 95.4286 | 668 | 0.7506 | 0.4480 | 0.7506 | 0.8664 |
|
386 |
+
| 0.2117 | 95.7143 | 670 | 0.7557 | 0.4099 | 0.7557 | 0.8693 |
|
387 |
+
| 0.2117 | 96.0 | 672 | 0.7593 | 0.4099 | 0.7593 | 0.8714 |
|
388 |
+
| 0.2117 | 96.2857 | 674 | 0.7647 | 0.4099 | 0.7647 | 0.8745 |
|
389 |
+
| 0.2117 | 96.5714 | 676 | 0.7702 | 0.4099 | 0.7702 | 0.8776 |
|
390 |
+
| 0.2117 | 96.8571 | 678 | 0.7760 | 0.3923 | 0.7760 | 0.8809 |
|
391 |
+
| 0.2117 | 97.1429 | 680 | 0.7820 | 0.3838 | 0.7820 | 0.8843 |
|
392 |
+
| 0.2117 | 97.4286 | 682 | 0.7855 | 0.3838 | 0.7855 | 0.8863 |
|
393 |
+
| 0.2117 | 97.7143 | 684 | 0.7886 | 0.3838 | 0.7886 | 0.8880 |
|
394 |
+
| 0.2117 | 98.0 | 686 | 0.7898 | 0.3838 | 0.7898 | 0.8887 |
|
395 |
+
| 0.2117 | 98.2857 | 688 | 0.7895 | 0.3838 | 0.7895 | 0.8885 |
|
396 |
+
| 0.2117 | 98.5714 | 690 | 0.7903 | 0.3838 | 0.7903 | 0.8890 |
|
397 |
+
| 0.2117 | 98.8571 | 692 | 0.7895 | 0.3838 | 0.7895 | 0.8885 |
|
398 |
+
| 0.2117 | 99.1429 | 694 | 0.7894 | 0.3838 | 0.7894 | 0.8885 |
|
399 |
+
| 0.2117 | 99.4286 | 696 | 0.7890 | 0.3838 | 0.7890 | 0.8882 |
|
400 |
+
| 0.2117 | 99.7143 | 698 | 0.7891 | 0.3838 | 0.7891 | 0.8883 |
|
401 |
+
| 0.2117 | 100.0 | 700 | 0.7893 | 0.3838 | 0.7893 | 0.8884 |
|
402 |
+
|
403 |
+
|
404 |
+
### Framework versions
|
405 |
+
|
406 |
+
- Transformers 4.44.2
|
407 |
+
- Pytorch 2.4.0+cu118
|
408 |
+
- Datasets 2.21.0
|
409 |
+
- 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:cced56c009d3beacd422d22f047ec4a5632473a64b1ff5a7116af0bf38f93aa5
|
3 |
+
size 540799996
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:98163820b60277faf32d59facfb60fd81027231caf68506ef15fb907189247d8
|
3 |
+
size 5240
|