Training in progress, step 500
Browse files- README.md +571 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
ADDED
|
@@ -0,0 +1,571 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
|
| 4 |
+
tags:
|
| 5 |
+
- generated_from_trainer
|
| 6 |
+
model-index:
|
| 7 |
+
- name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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_B_usingALLEssays_FineTuningAraBERT_run1_AugV5_k5_task7_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: 0.7248
|
| 19 |
+
- Qwk: 0.4622
|
| 20 |
+
- Mse: 0.7248
|
| 21 |
+
- Rmse: 0.8513
|
| 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 | 0.0741 | 2 | 2.6748 | -0.1017 | 2.6748 | 1.6355 |
|
| 53 |
+
| No log | 0.1481 | 4 | 1.3084 | 0.0412 | 1.3084 | 1.1438 |
|
| 54 |
+
| No log | 0.2222 | 6 | 0.9039 | 0.0071 | 0.9039 | 0.9507 |
|
| 55 |
+
| No log | 0.2963 | 8 | 0.9386 | 0.0715 | 0.9386 | 0.9688 |
|
| 56 |
+
| No log | 0.3704 | 10 | 1.0156 | 0.2032 | 1.0156 | 1.0078 |
|
| 57 |
+
| No log | 0.4444 | 12 | 0.9377 | 0.1914 | 0.9377 | 0.9683 |
|
| 58 |
+
| No log | 0.5185 | 14 | 0.8821 | 0.1313 | 0.8821 | 0.9392 |
|
| 59 |
+
| No log | 0.5926 | 16 | 0.8898 | 0.1448 | 0.8898 | 0.9433 |
|
| 60 |
+
| No log | 0.6667 | 18 | 0.9054 | -0.0247 | 0.9054 | 0.9515 |
|
| 61 |
+
| No log | 0.7407 | 20 | 0.8908 | 0.0097 | 0.8908 | 0.9438 |
|
| 62 |
+
| No log | 0.8148 | 22 | 0.8243 | -0.0027 | 0.8243 | 0.9079 |
|
| 63 |
+
| No log | 0.8889 | 24 | 0.7767 | 0.0798 | 0.7767 | 0.8813 |
|
| 64 |
+
| No log | 0.9630 | 26 | 0.8009 | 0.0778 | 0.8009 | 0.8949 |
|
| 65 |
+
| No log | 1.0370 | 28 | 0.9441 | 0.0936 | 0.9441 | 0.9716 |
|
| 66 |
+
| No log | 1.1111 | 30 | 0.9534 | 0.0301 | 0.9534 | 0.9764 |
|
| 67 |
+
| No log | 1.1852 | 32 | 0.8344 | 0.0879 | 0.8344 | 0.9134 |
|
| 68 |
+
| No log | 1.2593 | 34 | 0.7998 | 0.0851 | 0.7998 | 0.8943 |
|
| 69 |
+
| No log | 1.3333 | 36 | 0.7913 | 0.1179 | 0.7913 | 0.8896 |
|
| 70 |
+
| No log | 1.4074 | 38 | 0.7830 | 0.1479 | 0.7830 | 0.8849 |
|
| 71 |
+
| No log | 1.4815 | 40 | 0.7772 | 0.2652 | 0.7772 | 0.8816 |
|
| 72 |
+
| No log | 1.5556 | 42 | 0.7742 | 0.2392 | 0.7742 | 0.8799 |
|
| 73 |
+
| No log | 1.6296 | 44 | 0.8072 | 0.1511 | 0.8072 | 0.8984 |
|
| 74 |
+
| No log | 1.7037 | 46 | 0.8416 | 0.1562 | 0.8416 | 0.9174 |
|
| 75 |
+
| No log | 1.7778 | 48 | 0.7564 | 0.2675 | 0.7564 | 0.8697 |
|
| 76 |
+
| No log | 1.8519 | 50 | 0.7387 | 0.2389 | 0.7387 | 0.8595 |
|
| 77 |
+
| No log | 1.9259 | 52 | 0.7188 | 0.2041 | 0.7188 | 0.8478 |
|
| 78 |
+
| No log | 2.0 | 54 | 0.6819 | 0.1580 | 0.6819 | 0.8258 |
|
| 79 |
+
| No log | 2.0741 | 56 | 0.6876 | 0.2280 | 0.6876 | 0.8292 |
|
| 80 |
+
| No log | 2.1481 | 58 | 0.7008 | 0.1580 | 0.7008 | 0.8372 |
|
| 81 |
+
| No log | 2.2222 | 60 | 0.7898 | 0.1565 | 0.7898 | 0.8887 |
|
| 82 |
+
| No log | 2.2963 | 62 | 0.9049 | 0.2480 | 0.9049 | 0.9512 |
|
| 83 |
+
| No log | 2.3704 | 64 | 1.0126 | 0.2354 | 1.0126 | 1.0063 |
|
| 84 |
+
| No log | 2.4444 | 66 | 0.9509 | 0.2702 | 0.9509 | 0.9752 |
|
| 85 |
+
| No log | 2.5185 | 68 | 0.8046 | 0.2673 | 0.8046 | 0.8970 |
|
| 86 |
+
| No log | 2.5926 | 70 | 0.6822 | 0.2979 | 0.6822 | 0.8260 |
|
| 87 |
+
| No log | 2.6667 | 72 | 0.6561 | 0.3183 | 0.6561 | 0.8100 |
|
| 88 |
+
| No log | 2.7407 | 74 | 0.7290 | 0.3372 | 0.7290 | 0.8538 |
|
| 89 |
+
| No log | 2.8148 | 76 | 0.7451 | 0.3637 | 0.7451 | 0.8632 |
|
| 90 |
+
| No log | 2.8889 | 78 | 0.6962 | 0.2718 | 0.6962 | 0.8344 |
|
| 91 |
+
| No log | 2.9630 | 80 | 0.6491 | 0.3366 | 0.6491 | 0.8057 |
|
| 92 |
+
| No log | 3.0370 | 82 | 0.7072 | 0.2578 | 0.7072 | 0.8409 |
|
| 93 |
+
| No log | 3.1111 | 84 | 0.8183 | 0.3022 | 0.8183 | 0.9046 |
|
| 94 |
+
| No log | 3.1852 | 86 | 0.8114 | 0.2555 | 0.8114 | 0.9008 |
|
| 95 |
+
| No log | 3.2593 | 88 | 0.7498 | 0.3470 | 0.7498 | 0.8659 |
|
| 96 |
+
| No log | 3.3333 | 90 | 0.7233 | 0.3174 | 0.7233 | 0.8505 |
|
| 97 |
+
| No log | 3.4074 | 92 | 0.7116 | 0.3939 | 0.7116 | 0.8436 |
|
| 98 |
+
| No log | 3.4815 | 94 | 0.7313 | 0.3651 | 0.7313 | 0.8552 |
|
| 99 |
+
| No log | 3.5556 | 96 | 0.7534 | 0.3581 | 0.7534 | 0.8680 |
|
| 100 |
+
| No log | 3.6296 | 98 | 0.7809 | 0.3265 | 0.7809 | 0.8837 |
|
| 101 |
+
| No log | 3.7037 | 100 | 0.8558 | 0.2391 | 0.8558 | 0.9251 |
|
| 102 |
+
| No log | 3.7778 | 102 | 0.8746 | 0.2141 | 0.8746 | 0.9352 |
|
| 103 |
+
| No log | 3.8519 | 104 | 0.7956 | 0.3107 | 0.7956 | 0.8919 |
|
| 104 |
+
| No log | 3.9259 | 106 | 0.7777 | 0.3779 | 0.7777 | 0.8818 |
|
| 105 |
+
| No log | 4.0 | 108 | 0.7583 | 0.3779 | 0.7583 | 0.8708 |
|
| 106 |
+
| No log | 4.0741 | 110 | 0.7279 | 0.4262 | 0.7279 | 0.8532 |
|
| 107 |
+
| No log | 4.1481 | 112 | 0.7352 | 0.3906 | 0.7352 | 0.8574 |
|
| 108 |
+
| No log | 4.2222 | 114 | 0.8659 | 0.2303 | 0.8659 | 0.9305 |
|
| 109 |
+
| No log | 4.2963 | 116 | 0.9796 | 0.1948 | 0.9796 | 0.9898 |
|
| 110 |
+
| No log | 4.3704 | 118 | 0.9460 | 0.1689 | 0.9460 | 0.9726 |
|
| 111 |
+
| No log | 4.4444 | 120 | 0.7960 | 0.3033 | 0.7960 | 0.8922 |
|
| 112 |
+
| No log | 4.5185 | 122 | 0.7287 | 0.3651 | 0.7287 | 0.8536 |
|
| 113 |
+
| No log | 4.5926 | 124 | 0.7147 | 0.3258 | 0.7147 | 0.8454 |
|
| 114 |
+
| No log | 4.6667 | 126 | 0.6979 | 0.2543 | 0.6979 | 0.8354 |
|
| 115 |
+
| No log | 4.7407 | 128 | 0.7032 | 0.3100 | 0.7032 | 0.8386 |
|
| 116 |
+
| No log | 4.8148 | 130 | 0.7156 | 0.3031 | 0.7156 | 0.8459 |
|
| 117 |
+
| No log | 4.8889 | 132 | 0.7491 | 0.2484 | 0.7491 | 0.8655 |
|
| 118 |
+
| No log | 4.9630 | 134 | 0.7949 | 0.3069 | 0.7949 | 0.8916 |
|
| 119 |
+
| No log | 5.0370 | 136 | 0.8145 | 0.3033 | 0.8145 | 0.9025 |
|
| 120 |
+
| No log | 5.1111 | 138 | 0.7927 | 0.2325 | 0.7927 | 0.8903 |
|
| 121 |
+
| No log | 5.1852 | 140 | 0.7516 | 0.2857 | 0.7516 | 0.8669 |
|
| 122 |
+
| No log | 5.2593 | 142 | 0.7406 | 0.3689 | 0.7406 | 0.8606 |
|
| 123 |
+
| No log | 5.3333 | 144 | 0.7310 | 0.3864 | 0.7310 | 0.8550 |
|
| 124 |
+
| No log | 5.4074 | 146 | 0.7269 | 0.3793 | 0.7269 | 0.8526 |
|
| 125 |
+
| No log | 5.4815 | 148 | 0.7497 | 0.3723 | 0.7497 | 0.8658 |
|
| 126 |
+
| No log | 5.5556 | 150 | 0.7933 | 0.4374 | 0.7933 | 0.8907 |
|
| 127 |
+
| No log | 5.6296 | 152 | 0.8343 | 0.4550 | 0.8343 | 0.9134 |
|
| 128 |
+
| No log | 5.7037 | 154 | 0.8359 | 0.4221 | 0.8359 | 0.9143 |
|
| 129 |
+
| No log | 5.7778 | 156 | 0.7716 | 0.3906 | 0.7716 | 0.8784 |
|
| 130 |
+
| No log | 5.8519 | 158 | 0.7106 | 0.4222 | 0.7106 | 0.8430 |
|
| 131 |
+
| No log | 5.9259 | 160 | 0.6805 | 0.4504 | 0.6805 | 0.8249 |
|
| 132 |
+
| No log | 6.0 | 162 | 0.6802 | 0.4504 | 0.6802 | 0.8248 |
|
| 133 |
+
| No log | 6.0741 | 164 | 0.6873 | 0.4244 | 0.6873 | 0.8290 |
|
| 134 |
+
| No log | 6.1481 | 166 | 0.6828 | 0.2889 | 0.6828 | 0.8263 |
|
| 135 |
+
| No log | 6.2222 | 168 | 0.6828 | 0.3265 | 0.6828 | 0.8263 |
|
| 136 |
+
| No log | 6.2963 | 170 | 0.6707 | 0.3679 | 0.6707 | 0.8190 |
|
| 137 |
+
| No log | 6.3704 | 172 | 0.6503 | 0.3762 | 0.6503 | 0.8064 |
|
| 138 |
+
| No log | 6.4444 | 174 | 0.6506 | 0.4114 | 0.6506 | 0.8066 |
|
| 139 |
+
| No log | 6.5185 | 176 | 0.6594 | 0.4402 | 0.6594 | 0.8120 |
|
| 140 |
+
| No log | 6.5926 | 178 | 0.6827 | 0.3014 | 0.6827 | 0.8262 |
|
| 141 |
+
| No log | 6.6667 | 180 | 0.6711 | 0.3910 | 0.6711 | 0.8192 |
|
| 142 |
+
| No log | 6.7407 | 182 | 0.6542 | 0.3667 | 0.6542 | 0.8089 |
|
| 143 |
+
| No log | 6.8148 | 184 | 0.6528 | 0.3536 | 0.6528 | 0.8079 |
|
| 144 |
+
| No log | 6.8889 | 186 | 0.7203 | 0.4556 | 0.7203 | 0.8487 |
|
| 145 |
+
| No log | 6.9630 | 188 | 0.8811 | 0.3980 | 0.8811 | 0.9387 |
|
| 146 |
+
| No log | 7.0370 | 190 | 1.0191 | 0.3253 | 1.0191 | 1.0095 |
|
| 147 |
+
| No log | 7.1111 | 192 | 0.9565 | 0.3735 | 0.9565 | 0.9780 |
|
| 148 |
+
| No log | 7.1852 | 194 | 0.8652 | 0.3639 | 0.8652 | 0.9302 |
|
| 149 |
+
| No log | 7.2593 | 196 | 0.8061 | 0.4563 | 0.8061 | 0.8978 |
|
| 150 |
+
| No log | 7.3333 | 198 | 0.7636 | 0.4089 | 0.7636 | 0.8738 |
|
| 151 |
+
| No log | 7.4074 | 200 | 0.7182 | 0.4290 | 0.7182 | 0.8474 |
|
| 152 |
+
| No log | 7.4815 | 202 | 0.6996 | 0.4507 | 0.6996 | 0.8364 |
|
| 153 |
+
| No log | 7.5556 | 204 | 0.6925 | 0.4241 | 0.6925 | 0.8322 |
|
| 154 |
+
| No log | 7.6296 | 206 | 0.7283 | 0.4340 | 0.7283 | 0.8534 |
|
| 155 |
+
| No log | 7.7037 | 208 | 0.7658 | 0.3892 | 0.7658 | 0.8751 |
|
| 156 |
+
| No log | 7.7778 | 210 | 0.7428 | 0.3937 | 0.7428 | 0.8618 |
|
| 157 |
+
| No log | 7.8519 | 212 | 0.7850 | 0.2915 | 0.7850 | 0.8860 |
|
| 158 |
+
| No log | 7.9259 | 214 | 0.7254 | 0.3163 | 0.7254 | 0.8517 |
|
| 159 |
+
| No log | 8.0 | 216 | 0.7284 | 0.4125 | 0.7284 | 0.8535 |
|
| 160 |
+
| No log | 8.0741 | 218 | 0.7785 | 0.3746 | 0.7785 | 0.8823 |
|
| 161 |
+
| No log | 8.1481 | 220 | 0.7871 | 0.3985 | 0.7871 | 0.8872 |
|
| 162 |
+
| No log | 8.2222 | 222 | 0.7513 | 0.3569 | 0.7513 | 0.8668 |
|
| 163 |
+
| No log | 8.2963 | 224 | 0.7418 | 0.2966 | 0.7418 | 0.8613 |
|
| 164 |
+
| No log | 8.3704 | 226 | 0.7237 | 0.3360 | 0.7237 | 0.8507 |
|
| 165 |
+
| No log | 8.4444 | 228 | 0.7520 | 0.2317 | 0.7520 | 0.8672 |
|
| 166 |
+
| No log | 8.5185 | 230 | 0.8162 | 0.2527 | 0.8162 | 0.9035 |
|
| 167 |
+
| No log | 8.5926 | 232 | 0.9001 | 0.3195 | 0.9001 | 0.9488 |
|
| 168 |
+
| No log | 8.6667 | 234 | 0.8726 | 0.3618 | 0.8726 | 0.9341 |
|
| 169 |
+
| No log | 8.7407 | 236 | 0.7446 | 0.3767 | 0.7446 | 0.8629 |
|
| 170 |
+
| No log | 8.8148 | 238 | 0.7070 | 0.3469 | 0.7070 | 0.8408 |
|
| 171 |
+
| No log | 8.8889 | 240 | 0.7219 | 0.4091 | 0.7219 | 0.8496 |
|
| 172 |
+
| No log | 8.9630 | 242 | 0.7384 | 0.3653 | 0.7384 | 0.8593 |
|
| 173 |
+
| No log | 9.0370 | 244 | 0.7468 | 0.3653 | 0.7468 | 0.8642 |
|
| 174 |
+
| No log | 9.1111 | 246 | 0.7817 | 0.4261 | 0.7817 | 0.8842 |
|
| 175 |
+
| No log | 9.1852 | 248 | 0.7543 | 0.3788 | 0.7543 | 0.8685 |
|
| 176 |
+
| No log | 9.2593 | 250 | 0.7453 | 0.3880 | 0.7453 | 0.8633 |
|
| 177 |
+
| No log | 9.3333 | 252 | 0.7706 | 0.4173 | 0.7706 | 0.8778 |
|
| 178 |
+
| No log | 9.4074 | 254 | 0.7756 | 0.3818 | 0.7756 | 0.8807 |
|
| 179 |
+
| No log | 9.4815 | 256 | 0.7835 | 0.4271 | 0.7835 | 0.8852 |
|
| 180 |
+
| No log | 9.5556 | 258 | 0.7860 | 0.3232 | 0.7860 | 0.8866 |
|
| 181 |
+
| No log | 9.6296 | 260 | 0.8149 | 0.3452 | 0.8149 | 0.9027 |
|
| 182 |
+
| No log | 9.7037 | 262 | 0.8521 | 0.2337 | 0.8521 | 0.9231 |
|
| 183 |
+
| No log | 9.7778 | 264 | 0.8875 | 0.3140 | 0.8875 | 0.9421 |
|
| 184 |
+
| No log | 9.8519 | 266 | 0.8321 | 0.3130 | 0.8321 | 0.9122 |
|
| 185 |
+
| No log | 9.9259 | 268 | 0.8076 | 0.3600 | 0.8076 | 0.8987 |
|
| 186 |
+
| No log | 10.0 | 270 | 0.8182 | 0.3280 | 0.8182 | 0.9046 |
|
| 187 |
+
| No log | 10.0741 | 272 | 0.8432 | 0.2923 | 0.8432 | 0.9183 |
|
| 188 |
+
| No log | 10.1481 | 274 | 0.8448 | 0.2337 | 0.8448 | 0.9191 |
|
| 189 |
+
| No log | 10.2222 | 276 | 0.8314 | 0.2276 | 0.8314 | 0.9118 |
|
| 190 |
+
| No log | 10.2963 | 278 | 0.7942 | 0.2634 | 0.7942 | 0.8912 |
|
| 191 |
+
| No log | 10.3704 | 280 | 0.7519 | 0.3597 | 0.7519 | 0.8671 |
|
| 192 |
+
| No log | 10.4444 | 282 | 0.7364 | 0.4221 | 0.7364 | 0.8581 |
|
| 193 |
+
| No log | 10.5185 | 284 | 0.7013 | 0.3819 | 0.7013 | 0.8374 |
|
| 194 |
+
| No log | 10.5926 | 286 | 0.7098 | 0.4321 | 0.7098 | 0.8425 |
|
| 195 |
+
| No log | 10.6667 | 288 | 0.7069 | 0.4551 | 0.7069 | 0.8408 |
|
| 196 |
+
| No log | 10.7407 | 290 | 0.7037 | 0.4467 | 0.7037 | 0.8389 |
|
| 197 |
+
| No log | 10.8148 | 292 | 0.6968 | 0.4480 | 0.6968 | 0.8347 |
|
| 198 |
+
| No log | 10.8889 | 294 | 0.7114 | 0.3775 | 0.7114 | 0.8434 |
|
| 199 |
+
| No log | 10.9630 | 296 | 0.7121 | 0.3531 | 0.7121 | 0.8439 |
|
| 200 |
+
| No log | 11.0370 | 298 | 0.7094 | 0.3638 | 0.7094 | 0.8423 |
|
| 201 |
+
| No log | 11.1111 | 300 | 0.7164 | 0.4016 | 0.7164 | 0.8464 |
|
| 202 |
+
| No log | 11.1852 | 302 | 0.7455 | 0.3484 | 0.7455 | 0.8634 |
|
| 203 |
+
| No log | 11.2593 | 304 | 0.7556 | 0.4210 | 0.7556 | 0.8693 |
|
| 204 |
+
| No log | 11.3333 | 306 | 0.7210 | 0.3345 | 0.7210 | 0.8491 |
|
| 205 |
+
| No log | 11.4074 | 308 | 0.6974 | 0.3425 | 0.6974 | 0.8351 |
|
| 206 |
+
| No log | 11.4815 | 310 | 0.7236 | 0.3863 | 0.7236 | 0.8506 |
|
| 207 |
+
| No log | 11.5556 | 312 | 0.7350 | 0.3863 | 0.7350 | 0.8573 |
|
| 208 |
+
| No log | 11.6296 | 314 | 0.7094 | 0.3863 | 0.7094 | 0.8422 |
|
| 209 |
+
| No log | 11.7037 | 316 | 0.7091 | 0.3112 | 0.7091 | 0.8421 |
|
| 210 |
+
| No log | 11.7778 | 318 | 0.7320 | 0.3498 | 0.7320 | 0.8556 |
|
| 211 |
+
| No log | 11.8519 | 320 | 0.7326 | 0.4176 | 0.7326 | 0.8559 |
|
| 212 |
+
| No log | 11.9259 | 322 | 0.7272 | 0.4430 | 0.7272 | 0.8528 |
|
| 213 |
+
| No log | 12.0 | 324 | 0.7225 | 0.4211 | 0.7225 | 0.8500 |
|
| 214 |
+
| No log | 12.0741 | 326 | 0.7099 | 0.3593 | 0.7099 | 0.8426 |
|
| 215 |
+
| No log | 12.1481 | 328 | 0.7012 | 0.3622 | 0.7012 | 0.8374 |
|
| 216 |
+
| No log | 12.2222 | 330 | 0.7216 | 0.4427 | 0.7216 | 0.8495 |
|
| 217 |
+
| No log | 12.2963 | 332 | 0.7212 | 0.4674 | 0.7212 | 0.8492 |
|
| 218 |
+
| No log | 12.3704 | 334 | 0.6979 | 0.4548 | 0.6979 | 0.8354 |
|
| 219 |
+
| No log | 12.4444 | 336 | 0.6850 | 0.4068 | 0.6850 | 0.8276 |
|
| 220 |
+
| No log | 12.5185 | 338 | 0.6665 | 0.3728 | 0.6665 | 0.8164 |
|
| 221 |
+
| No log | 12.5926 | 340 | 0.6771 | 0.3161 | 0.6771 | 0.8229 |
|
| 222 |
+
| No log | 12.6667 | 342 | 0.6887 | 0.3222 | 0.6887 | 0.8299 |
|
| 223 |
+
| No log | 12.7407 | 344 | 0.7058 | 0.3562 | 0.7058 | 0.8401 |
|
| 224 |
+
| No log | 12.8148 | 346 | 0.7653 | 0.4076 | 0.7653 | 0.8748 |
|
| 225 |
+
| No log | 12.8889 | 348 | 0.8950 | 0.3946 | 0.8950 | 0.9460 |
|
| 226 |
+
| No log | 12.9630 | 350 | 1.0395 | 0.2861 | 1.0395 | 1.0196 |
|
| 227 |
+
| No log | 13.0370 | 352 | 1.0162 | 0.2861 | 1.0162 | 1.0081 |
|
| 228 |
+
| No log | 13.1111 | 354 | 0.8902 | 0.4250 | 0.8902 | 0.9435 |
|
| 229 |
+
| No log | 13.1852 | 356 | 0.7576 | 0.3549 | 0.7576 | 0.8704 |
|
| 230 |
+
| No log | 13.2593 | 358 | 0.7295 | 0.3028 | 0.7295 | 0.8541 |
|
| 231 |
+
| No log | 13.3333 | 360 | 0.7637 | 0.4058 | 0.7637 | 0.8739 |
|
| 232 |
+
| No log | 13.4074 | 362 | 0.7578 | 0.4037 | 0.7578 | 0.8705 |
|
| 233 |
+
| No log | 13.4815 | 364 | 0.7248 | 0.4031 | 0.7248 | 0.8514 |
|
| 234 |
+
| No log | 13.5556 | 366 | 0.7206 | 0.3964 | 0.7206 | 0.8489 |
|
| 235 |
+
| No log | 13.6296 | 368 | 0.7769 | 0.4084 | 0.7769 | 0.8814 |
|
| 236 |
+
| No log | 13.7037 | 370 | 0.7921 | 0.3337 | 0.7921 | 0.8900 |
|
| 237 |
+
| No log | 13.7778 | 372 | 0.7414 | 0.3967 | 0.7414 | 0.8610 |
|
| 238 |
+
| No log | 13.8519 | 374 | 0.7007 | 0.3151 | 0.7007 | 0.8371 |
|
| 239 |
+
| No log | 13.9259 | 376 | 0.7162 | 0.4106 | 0.7162 | 0.8463 |
|
| 240 |
+
| No log | 14.0 | 378 | 0.7299 | 0.4251 | 0.7299 | 0.8544 |
|
| 241 |
+
| No log | 14.0741 | 380 | 0.7152 | 0.3658 | 0.7152 | 0.8457 |
|
| 242 |
+
| No log | 14.1481 | 382 | 0.7103 | 0.3658 | 0.7103 | 0.8428 |
|
| 243 |
+
| No log | 14.2222 | 384 | 0.7107 | 0.3658 | 0.7107 | 0.8430 |
|
| 244 |
+
| No log | 14.2963 | 386 | 0.7289 | 0.3593 | 0.7289 | 0.8538 |
|
| 245 |
+
| No log | 14.3704 | 388 | 0.7632 | 0.4340 | 0.7632 | 0.8736 |
|
| 246 |
+
| No log | 14.4444 | 390 | 0.8114 | 0.4144 | 0.8114 | 0.9008 |
|
| 247 |
+
| No log | 14.5185 | 392 | 0.8336 | 0.3802 | 0.8336 | 0.9130 |
|
| 248 |
+
| No log | 14.5926 | 394 | 0.8037 | 0.3425 | 0.8037 | 0.8965 |
|
| 249 |
+
| No log | 14.6667 | 396 | 0.7542 | 0.3235 | 0.7542 | 0.8685 |
|
| 250 |
+
| No log | 14.7407 | 398 | 0.7281 | 0.3060 | 0.7281 | 0.8533 |
|
| 251 |
+
| No log | 14.8148 | 400 | 0.7584 | 0.3523 | 0.7584 | 0.8709 |
|
| 252 |
+
| No log | 14.8889 | 402 | 0.8079 | 0.3180 | 0.8079 | 0.8989 |
|
| 253 |
+
| No log | 14.9630 | 404 | 0.8072 | 0.3180 | 0.8072 | 0.8985 |
|
| 254 |
+
| No log | 15.0370 | 406 | 0.7623 | 0.3902 | 0.7623 | 0.8731 |
|
| 255 |
+
| No log | 15.1111 | 408 | 0.7233 | 0.3259 | 0.7233 | 0.8505 |
|
| 256 |
+
| No log | 15.1852 | 410 | 0.7365 | 0.3197 | 0.7365 | 0.8582 |
|
| 257 |
+
| No log | 15.2593 | 412 | 0.7515 | 0.3292 | 0.7515 | 0.8669 |
|
| 258 |
+
| No log | 15.3333 | 414 | 0.7286 | 0.3051 | 0.7286 | 0.8536 |
|
| 259 |
+
| No log | 15.4074 | 416 | 0.6910 | 0.3504 | 0.6910 | 0.8313 |
|
| 260 |
+
| No log | 15.4815 | 418 | 0.6808 | 0.3434 | 0.6808 | 0.8251 |
|
| 261 |
+
| No log | 15.5556 | 420 | 0.6737 | 0.3144 | 0.6737 | 0.8208 |
|
| 262 |
+
| No log | 15.6296 | 422 | 0.6917 | 0.3111 | 0.6917 | 0.8317 |
|
| 263 |
+
| No log | 15.7037 | 424 | 0.7240 | 0.3526 | 0.7240 | 0.8509 |
|
| 264 |
+
| No log | 15.7778 | 426 | 0.7318 | 0.4044 | 0.7318 | 0.8554 |
|
| 265 |
+
| No log | 15.8519 | 428 | 0.6833 | 0.3377 | 0.6833 | 0.8266 |
|
| 266 |
+
| No log | 15.9259 | 430 | 0.6505 | 0.3738 | 0.6505 | 0.8066 |
|
| 267 |
+
| No log | 16.0 | 432 | 0.6498 | 0.4051 | 0.6498 | 0.8061 |
|
| 268 |
+
| No log | 16.0741 | 434 | 0.6402 | 0.3603 | 0.6402 | 0.8001 |
|
| 269 |
+
| No log | 16.1481 | 436 | 0.6410 | 0.3530 | 0.6410 | 0.8007 |
|
| 270 |
+
| No log | 16.2222 | 438 | 0.6470 | 0.4155 | 0.6470 | 0.8044 |
|
| 271 |
+
| No log | 16.2963 | 440 | 0.6479 | 0.4155 | 0.6479 | 0.8049 |
|
| 272 |
+
| No log | 16.3704 | 442 | 0.6481 | 0.4155 | 0.6481 | 0.8051 |
|
| 273 |
+
| No log | 16.4444 | 444 | 0.6264 | 0.4073 | 0.6264 | 0.7914 |
|
| 274 |
+
| No log | 16.5185 | 446 | 0.6196 | 0.3530 | 0.6196 | 0.7872 |
|
| 275 |
+
| No log | 16.5926 | 448 | 0.6233 | 0.4059 | 0.6233 | 0.7895 |
|
| 276 |
+
| No log | 16.6667 | 450 | 0.6220 | 0.4168 | 0.6220 | 0.7887 |
|
| 277 |
+
| No log | 16.7407 | 452 | 0.6261 | 0.4168 | 0.6261 | 0.7912 |
|
| 278 |
+
| No log | 16.8148 | 454 | 0.6330 | 0.3792 | 0.6330 | 0.7956 |
|
| 279 |
+
| No log | 16.8889 | 456 | 0.6575 | 0.3401 | 0.6575 | 0.8108 |
|
| 280 |
+
| No log | 16.9630 | 458 | 0.7445 | 0.4592 | 0.7445 | 0.8628 |
|
| 281 |
+
| No log | 17.0370 | 460 | 0.7914 | 0.4592 | 0.7914 | 0.8896 |
|
| 282 |
+
| No log | 17.1111 | 462 | 0.7790 | 0.4539 | 0.7790 | 0.8826 |
|
| 283 |
+
| No log | 17.1852 | 464 | 0.7326 | 0.4031 | 0.7326 | 0.8559 |
|
| 284 |
+
| No log | 17.2593 | 466 | 0.7164 | 0.3879 | 0.7164 | 0.8464 |
|
| 285 |
+
| No log | 17.3333 | 468 | 0.7291 | 0.3452 | 0.7291 | 0.8539 |
|
| 286 |
+
| No log | 17.4074 | 470 | 0.7402 | 0.4102 | 0.7402 | 0.8604 |
|
| 287 |
+
| No log | 17.4815 | 472 | 0.7484 | 0.3773 | 0.7484 | 0.8651 |
|
| 288 |
+
| No log | 17.5556 | 474 | 0.7431 | 0.3794 | 0.7431 | 0.8620 |
|
| 289 |
+
| No log | 17.6296 | 476 | 0.7531 | 0.4044 | 0.7531 | 0.8678 |
|
| 290 |
+
| No log | 17.7037 | 478 | 0.7565 | 0.4044 | 0.7565 | 0.8697 |
|
| 291 |
+
| No log | 17.7778 | 480 | 0.7558 | 0.4044 | 0.7558 | 0.8694 |
|
| 292 |
+
| No log | 17.8519 | 482 | 0.7441 | 0.4025 | 0.7441 | 0.8626 |
|
| 293 |
+
| No log | 17.9259 | 484 | 0.7382 | 0.3557 | 0.7382 | 0.8592 |
|
| 294 |
+
| No log | 18.0 | 486 | 0.7554 | 0.3593 | 0.7554 | 0.8691 |
|
| 295 |
+
| No log | 18.0741 | 488 | 0.7802 | 0.3531 | 0.7802 | 0.8833 |
|
| 296 |
+
| No log | 18.1481 | 490 | 0.7763 | 0.3531 | 0.7763 | 0.8811 |
|
| 297 |
+
| No log | 18.2222 | 492 | 0.7796 | 0.3593 | 0.7796 | 0.8830 |
|
| 298 |
+
| No log | 18.2963 | 494 | 0.7658 | 0.3680 | 0.7658 | 0.8751 |
|
| 299 |
+
| No log | 18.3704 | 496 | 0.7533 | 0.3625 | 0.7533 | 0.8679 |
|
| 300 |
+
| No log | 18.4444 | 498 | 0.7541 | 0.3625 | 0.7541 | 0.8684 |
|
| 301 |
+
| 0.3533 | 18.5185 | 500 | 0.7700 | 0.3151 | 0.7700 | 0.8775 |
|
| 302 |
+
| 0.3533 | 18.5926 | 502 | 0.8297 | 0.3797 | 0.8297 | 0.9109 |
|
| 303 |
+
| 0.3533 | 18.6667 | 504 | 0.8488 | 0.3797 | 0.8488 | 0.9213 |
|
| 304 |
+
| 0.3533 | 18.7407 | 506 | 0.8310 | 0.3946 | 0.8310 | 0.9116 |
|
| 305 |
+
| 0.3533 | 18.8148 | 508 | 0.8095 | 0.3796 | 0.8095 | 0.8997 |
|
| 306 |
+
| 0.3533 | 18.8889 | 510 | 0.8205 | 0.3796 | 0.8205 | 0.9058 |
|
| 307 |
+
| 0.3533 | 18.9630 | 512 | 0.8186 | 0.4240 | 0.8186 | 0.9048 |
|
| 308 |
+
| 0.3533 | 19.0370 | 514 | 0.8111 | 0.4031 | 0.8111 | 0.9006 |
|
| 309 |
+
| 0.3533 | 19.1111 | 516 | 0.8044 | 0.4031 | 0.8044 | 0.8969 |
|
| 310 |
+
| 0.3533 | 19.1852 | 518 | 0.8101 | 0.4341 | 0.8101 | 0.9001 |
|
| 311 |
+
| 0.3533 | 19.2593 | 520 | 0.8120 | 0.4444 | 0.8120 | 0.9011 |
|
| 312 |
+
| 0.3533 | 19.3333 | 522 | 0.8165 | 0.4698 | 0.8165 | 0.9036 |
|
| 313 |
+
| 0.3533 | 19.4074 | 524 | 0.8324 | 0.4460 | 0.8324 | 0.9124 |
|
| 314 |
+
| 0.3533 | 19.4815 | 526 | 0.8276 | 0.4879 | 0.8276 | 0.9097 |
|
| 315 |
+
| 0.3533 | 19.5556 | 528 | 0.7915 | 0.4698 | 0.7915 | 0.8897 |
|
| 316 |
+
| 0.3533 | 19.6296 | 530 | 0.7652 | 0.3938 | 0.7652 | 0.8748 |
|
| 317 |
+
| 0.3533 | 19.7037 | 532 | 0.7804 | 0.3715 | 0.7804 | 0.8834 |
|
| 318 |
+
| 0.3533 | 19.7778 | 534 | 0.8002 | 0.3930 | 0.8002 | 0.8946 |
|
| 319 |
+
| 0.3533 | 19.8519 | 536 | 0.7687 | 0.3777 | 0.7687 | 0.8768 |
|
| 320 |
+
| 0.3533 | 19.9259 | 538 | 0.7370 | 0.3961 | 0.7370 | 0.8585 |
|
| 321 |
+
| 0.3533 | 20.0 | 540 | 0.7243 | 0.3961 | 0.7243 | 0.8510 |
|
| 322 |
+
| 0.3533 | 20.0741 | 542 | 0.7200 | 0.3733 | 0.7200 | 0.8485 |
|
| 323 |
+
| 0.3533 | 20.1481 | 544 | 0.7263 | 0.3906 | 0.7263 | 0.8522 |
|
| 324 |
+
| 0.3533 | 20.2222 | 546 | 0.7357 | 0.4271 | 0.7357 | 0.8577 |
|
| 325 |
+
| 0.3533 | 20.2963 | 548 | 0.7494 | 0.4271 | 0.7494 | 0.8657 |
|
| 326 |
+
| 0.3533 | 20.3704 | 550 | 0.7394 | 0.4037 | 0.7394 | 0.8599 |
|
| 327 |
+
| 0.3533 | 20.4444 | 552 | 0.7042 | 0.4377 | 0.7042 | 0.8392 |
|
| 328 |
+
| 0.3533 | 20.5185 | 554 | 0.6870 | 0.3955 | 0.6870 | 0.8289 |
|
| 329 |
+
| 0.3533 | 20.5926 | 556 | 0.6895 | 0.3335 | 0.6895 | 0.8304 |
|
| 330 |
+
| 0.3533 | 20.6667 | 558 | 0.6954 | 0.3350 | 0.6954 | 0.8339 |
|
| 331 |
+
| 0.3533 | 20.7407 | 560 | 0.7109 | 0.3658 | 0.7109 | 0.8431 |
|
| 332 |
+
| 0.3533 | 20.8148 | 562 | 0.7143 | 0.3186 | 0.7143 | 0.8452 |
|
| 333 |
+
| 0.3533 | 20.8889 | 564 | 0.7304 | 0.3266 | 0.7304 | 0.8546 |
|
| 334 |
+
| 0.3533 | 20.9630 | 566 | 0.7755 | 0.3639 | 0.7755 | 0.8806 |
|
| 335 |
+
| 0.3533 | 21.0370 | 568 | 0.7938 | 0.3603 | 0.7938 | 0.8910 |
|
| 336 |
+
| 0.3533 | 21.1111 | 570 | 0.7842 | 0.3797 | 0.7842 | 0.8856 |
|
| 337 |
+
| 0.3533 | 21.1852 | 572 | 0.7774 | 0.4378 | 0.7774 | 0.8817 |
|
| 338 |
+
| 0.3533 | 21.2593 | 574 | 0.7588 | 0.5229 | 0.7588 | 0.8711 |
|
| 339 |
+
| 0.3533 | 21.3333 | 576 | 0.7364 | 0.4057 | 0.7364 | 0.8581 |
|
| 340 |
+
| 0.3533 | 21.4074 | 578 | 0.7346 | 0.3837 | 0.7346 | 0.8571 |
|
| 341 |
+
| 0.3533 | 21.4815 | 580 | 0.7244 | 0.3753 | 0.7244 | 0.8511 |
|
| 342 |
+
| 0.3533 | 21.5556 | 582 | 0.7042 | 0.4315 | 0.7042 | 0.8392 |
|
| 343 |
+
| 0.3533 | 21.6296 | 584 | 0.6956 | 0.4098 | 0.6956 | 0.8340 |
|
| 344 |
+
| 0.3533 | 21.7037 | 586 | 0.7018 | 0.4772 | 0.7018 | 0.8377 |
|
| 345 |
+
| 0.3533 | 21.7778 | 588 | 0.6965 | 0.4772 | 0.6965 | 0.8346 |
|
| 346 |
+
| 0.3533 | 21.8519 | 590 | 0.6834 | 0.4259 | 0.6834 | 0.8267 |
|
| 347 |
+
| 0.3533 | 21.9259 | 592 | 0.6879 | 0.3768 | 0.6879 | 0.8294 |
|
| 348 |
+
| 0.3533 | 22.0 | 594 | 0.6920 | 0.3768 | 0.6920 | 0.8319 |
|
| 349 |
+
| 0.3533 | 22.0741 | 596 | 0.6901 | 0.3472 | 0.6901 | 0.8308 |
|
| 350 |
+
| 0.3533 | 22.1481 | 598 | 0.7039 | 0.3814 | 0.7039 | 0.8390 |
|
| 351 |
+
| 0.3533 | 22.2222 | 600 | 0.7160 | 0.3495 | 0.7160 | 0.8462 |
|
| 352 |
+
| 0.3533 | 22.2963 | 602 | 0.7369 | 0.3440 | 0.7369 | 0.8584 |
|
| 353 |
+
| 0.3533 | 22.3704 | 604 | 0.7407 | 0.3518 | 0.7407 | 0.8606 |
|
| 354 |
+
| 0.3533 | 22.4444 | 606 | 0.7418 | 0.3495 | 0.7418 | 0.8613 |
|
| 355 |
+
| 0.3533 | 22.5185 | 608 | 0.7562 | 0.3660 | 0.7562 | 0.8696 |
|
| 356 |
+
| 0.3533 | 22.5926 | 610 | 0.7628 | 0.3335 | 0.7628 | 0.8734 |
|
| 357 |
+
| 0.3533 | 22.6667 | 612 | 0.7678 | 0.3431 | 0.7678 | 0.8763 |
|
| 358 |
+
| 0.3533 | 22.7407 | 614 | 0.7853 | 0.3793 | 0.7853 | 0.8862 |
|
| 359 |
+
| 0.3533 | 22.8148 | 616 | 0.8126 | 0.4263 | 0.8126 | 0.9014 |
|
| 360 |
+
| 0.3533 | 22.8889 | 618 | 0.8058 | 0.3668 | 0.8058 | 0.8977 |
|
| 361 |
+
| 0.3533 | 22.9630 | 620 | 0.7682 | 0.4031 | 0.7682 | 0.8765 |
|
| 362 |
+
| 0.3533 | 23.0370 | 622 | 0.7488 | 0.3495 | 0.7488 | 0.8654 |
|
| 363 |
+
| 0.3533 | 23.1111 | 624 | 0.7501 | 0.3702 | 0.7501 | 0.8661 |
|
| 364 |
+
| 0.3533 | 23.1852 | 626 | 0.7640 | 0.4058 | 0.7640 | 0.8741 |
|
| 365 |
+
| 0.3533 | 23.2593 | 628 | 0.7704 | 0.4058 | 0.7704 | 0.8777 |
|
| 366 |
+
| 0.3533 | 23.3333 | 630 | 0.7634 | 0.4058 | 0.7634 | 0.8738 |
|
| 367 |
+
| 0.3533 | 23.4074 | 632 | 0.7398 | 0.3312 | 0.7398 | 0.8601 |
|
| 368 |
+
| 0.3533 | 23.4815 | 634 | 0.7262 | 0.3682 | 0.7262 | 0.8522 |
|
| 369 |
+
| 0.3533 | 23.5556 | 636 | 0.7142 | 0.3859 | 0.7142 | 0.8451 |
|
| 370 |
+
| 0.3533 | 23.6296 | 638 | 0.7037 | 0.3859 | 0.7037 | 0.8388 |
|
| 371 |
+
| 0.3533 | 23.7037 | 640 | 0.7007 | 0.3881 | 0.7007 | 0.8371 |
|
| 372 |
+
| 0.3533 | 23.7778 | 642 | 0.7062 | 0.3856 | 0.7062 | 0.8404 |
|
| 373 |
+
| 0.3533 | 23.8519 | 644 | 0.6931 | 0.3881 | 0.6931 | 0.8325 |
|
| 374 |
+
| 0.3533 | 23.9259 | 646 | 0.6831 | 0.3884 | 0.6831 | 0.8265 |
|
| 375 |
+
| 0.3533 | 24.0 | 648 | 0.7007 | 0.4301 | 0.7007 | 0.8371 |
|
| 376 |
+
| 0.3533 | 24.0741 | 650 | 0.7003 | 0.4037 | 0.7003 | 0.8369 |
|
| 377 |
+
| 0.3533 | 24.1481 | 652 | 0.6769 | 0.4190 | 0.6769 | 0.8227 |
|
| 378 |
+
| 0.3533 | 24.2222 | 654 | 0.6754 | 0.4232 | 0.6754 | 0.8218 |
|
| 379 |
+
| 0.3533 | 24.2963 | 656 | 0.6862 | 0.4128 | 0.6862 | 0.8283 |
|
| 380 |
+
| 0.3533 | 24.3704 | 658 | 0.6909 | 0.4128 | 0.6909 | 0.8312 |
|
| 381 |
+
| 0.3533 | 24.4444 | 660 | 0.6875 | 0.3859 | 0.6875 | 0.8292 |
|
| 382 |
+
| 0.3533 | 24.5185 | 662 | 0.6964 | 0.3660 | 0.6964 | 0.8345 |
|
| 383 |
+
| 0.3533 | 24.5926 | 664 | 0.6946 | 0.4137 | 0.6946 | 0.8335 |
|
| 384 |
+
| 0.3533 | 24.6667 | 666 | 0.6966 | 0.4137 | 0.6966 | 0.8346 |
|
| 385 |
+
| 0.3533 | 24.7407 | 668 | 0.6933 | 0.3575 | 0.6933 | 0.8326 |
|
| 386 |
+
| 0.3533 | 24.8148 | 670 | 0.6893 | 0.3068 | 0.6893 | 0.8303 |
|
| 387 |
+
| 0.3533 | 24.8889 | 672 | 0.6934 | 0.3302 | 0.6934 | 0.8327 |
|
| 388 |
+
| 0.3533 | 24.9630 | 674 | 0.7267 | 0.3930 | 0.7267 | 0.8525 |
|
| 389 |
+
| 0.3533 | 25.0370 | 676 | 0.7681 | 0.3930 | 0.7681 | 0.8764 |
|
| 390 |
+
| 0.3533 | 25.1111 | 678 | 0.7566 | 0.3930 | 0.7566 | 0.8698 |
|
| 391 |
+
| 0.3533 | 25.1852 | 680 | 0.7221 | 0.3508 | 0.7221 | 0.8498 |
|
| 392 |
+
| 0.3533 | 25.2593 | 682 | 0.7061 | 0.3746 | 0.7061 | 0.8403 |
|
| 393 |
+
| 0.3533 | 25.3333 | 684 | 0.7387 | 0.4339 | 0.7387 | 0.8595 |
|
| 394 |
+
| 0.3533 | 25.4074 | 686 | 0.7799 | 0.4214 | 0.7799 | 0.8831 |
|
| 395 |
+
| 0.3533 | 25.4815 | 688 | 0.7948 | 0.3985 | 0.7948 | 0.8915 |
|
| 396 |
+
| 0.3533 | 25.5556 | 690 | 0.7678 | 0.4360 | 0.7678 | 0.8762 |
|
| 397 |
+
| 0.3533 | 25.6296 | 692 | 0.7377 | 0.4339 | 0.7377 | 0.8589 |
|
| 398 |
+
| 0.3533 | 25.7037 | 694 | 0.7266 | 0.3896 | 0.7266 | 0.8524 |
|
| 399 |
+
| 0.3533 | 25.7778 | 696 | 0.7414 | 0.4524 | 0.7414 | 0.8610 |
|
| 400 |
+
| 0.3533 | 25.8519 | 698 | 0.7650 | 0.4532 | 0.7650 | 0.8746 |
|
| 401 |
+
| 0.3533 | 25.9259 | 700 | 0.7845 | 0.4486 | 0.7845 | 0.8857 |
|
| 402 |
+
| 0.3533 | 26.0 | 702 | 0.8099 | 0.4578 | 0.8099 | 0.9000 |
|
| 403 |
+
| 0.3533 | 26.0741 | 704 | 0.8215 | 0.4316 | 0.8215 | 0.9064 |
|
| 404 |
+
| 0.3533 | 26.1481 | 706 | 0.7960 | 0.4640 | 0.7960 | 0.8922 |
|
| 405 |
+
| 0.3533 | 26.2222 | 708 | 0.7563 | 0.4370 | 0.7563 | 0.8697 |
|
| 406 |
+
| 0.3533 | 26.2963 | 710 | 0.7257 | 0.4333 | 0.7257 | 0.8519 |
|
| 407 |
+
| 0.3533 | 26.3704 | 712 | 0.7184 | 0.4928 | 0.7184 | 0.8476 |
|
| 408 |
+
| 0.3533 | 26.4444 | 714 | 0.7133 | 0.4928 | 0.7133 | 0.8446 |
|
| 409 |
+
| 0.3533 | 26.5185 | 716 | 0.7094 | 0.4328 | 0.7094 | 0.8422 |
|
| 410 |
+
| 0.3533 | 26.5926 | 718 | 0.7112 | 0.4328 | 0.7112 | 0.8433 |
|
| 411 |
+
| 0.3533 | 26.6667 | 720 | 0.7167 | 0.4118 | 0.7167 | 0.8466 |
|
| 412 |
+
| 0.3533 | 26.7407 | 722 | 0.7225 | 0.4 | 0.7225 | 0.8500 |
|
| 413 |
+
| 0.3533 | 26.8148 | 724 | 0.7376 | 0.4 | 0.7376 | 0.8588 |
|
| 414 |
+
| 0.3533 | 26.8889 | 726 | 0.7406 | 0.3713 | 0.7406 | 0.8606 |
|
| 415 |
+
| 0.3533 | 26.9630 | 728 | 0.7393 | 0.3482 | 0.7393 | 0.8598 |
|
| 416 |
+
| 0.3533 | 27.0370 | 730 | 0.7381 | 0.3713 | 0.7381 | 0.8591 |
|
| 417 |
+
| 0.3533 | 27.1111 | 732 | 0.7451 | 0.4129 | 0.7451 | 0.8632 |
|
| 418 |
+
| 0.3533 | 27.1852 | 734 | 0.7464 | 0.3636 | 0.7464 | 0.8639 |
|
| 419 |
+
| 0.3533 | 27.2593 | 736 | 0.7459 | 0.4183 | 0.7459 | 0.8637 |
|
| 420 |
+
| 0.3533 | 27.3333 | 738 | 0.7497 | 0.4031 | 0.7497 | 0.8658 |
|
| 421 |
+
| 0.3533 | 27.4074 | 740 | 0.7617 | 0.4341 | 0.7617 | 0.8728 |
|
| 422 |
+
| 0.3533 | 27.4815 | 742 | 0.7594 | 0.3796 | 0.7594 | 0.8714 |
|
| 423 |
+
| 0.3533 | 27.5556 | 744 | 0.7580 | 0.3796 | 0.7580 | 0.8706 |
|
| 424 |
+
| 0.3533 | 27.6296 | 746 | 0.7531 | 0.3817 | 0.7531 | 0.8678 |
|
| 425 |
+
| 0.3533 | 27.7037 | 748 | 0.7397 | 0.3746 | 0.7397 | 0.8601 |
|
| 426 |
+
| 0.3533 | 27.7778 | 750 | 0.7356 | 0.3974 | 0.7356 | 0.8577 |
|
| 427 |
+
| 0.3533 | 27.8519 | 752 | 0.7340 | 0.3472 | 0.7340 | 0.8567 |
|
| 428 |
+
| 0.3533 | 27.9259 | 754 | 0.7320 | 0.3472 | 0.7320 | 0.8556 |
|
| 429 |
+
| 0.3533 | 28.0 | 756 | 0.7368 | 0.4037 | 0.7368 | 0.8584 |
|
| 430 |
+
| 0.3533 | 28.0741 | 758 | 0.7372 | 0.4256 | 0.7372 | 0.8586 |
|
| 431 |
+
| 0.3533 | 28.1481 | 760 | 0.7330 | 0.4256 | 0.7330 | 0.8562 |
|
| 432 |
+
| 0.3533 | 28.2222 | 762 | 0.7325 | 0.3838 | 0.7325 | 0.8559 |
|
| 433 |
+
| 0.3533 | 28.2963 | 764 | 0.7411 | 0.4031 | 0.7411 | 0.8609 |
|
| 434 |
+
| 0.3533 | 28.3704 | 766 | 0.7540 | 0.4568 | 0.7540 | 0.8683 |
|
| 435 |
+
| 0.3533 | 28.4444 | 768 | 0.7580 | 0.4360 | 0.7580 | 0.8706 |
|
| 436 |
+
| 0.3533 | 28.5185 | 770 | 0.7563 | 0.3838 | 0.7563 | 0.8696 |
|
| 437 |
+
| 0.3533 | 28.5926 | 772 | 0.7611 | 0.4256 | 0.7611 | 0.8724 |
|
| 438 |
+
| 0.3533 | 28.6667 | 774 | 0.7664 | 0.3923 | 0.7664 | 0.8755 |
|
| 439 |
+
| 0.3533 | 28.7407 | 776 | 0.7766 | 0.3879 | 0.7766 | 0.8813 |
|
| 440 |
+
| 0.3533 | 28.8148 | 778 | 0.7763 | 0.3753 | 0.7763 | 0.8811 |
|
| 441 |
+
| 0.3533 | 28.8889 | 780 | 0.7645 | 0.4309 | 0.7645 | 0.8743 |
|
| 442 |
+
| 0.3533 | 28.9630 | 782 | 0.7548 | 0.4078 | 0.7548 | 0.8688 |
|
| 443 |
+
| 0.3533 | 29.0370 | 784 | 0.7448 | 0.3593 | 0.7448 | 0.8630 |
|
| 444 |
+
| 0.3533 | 29.1111 | 786 | 0.7395 | 0.3593 | 0.7395 | 0.8599 |
|
| 445 |
+
| 0.3533 | 29.1852 | 788 | 0.7400 | 0.3593 | 0.7400 | 0.8602 |
|
| 446 |
+
| 0.3533 | 29.2593 | 790 | 0.7369 | 0.3339 | 0.7369 | 0.8584 |
|
| 447 |
+
| 0.3533 | 29.3333 | 792 | 0.7366 | 0.3377 | 0.7366 | 0.8583 |
|
| 448 |
+
| 0.3533 | 29.4074 | 794 | 0.7387 | 0.3377 | 0.7387 | 0.8594 |
|
| 449 |
+
| 0.3533 | 29.4815 | 796 | 0.7510 | 0.3018 | 0.7510 | 0.8666 |
|
| 450 |
+
| 0.3533 | 29.5556 | 798 | 0.7463 | 0.3613 | 0.7463 | 0.8639 |
|
| 451 |
+
| 0.3533 | 29.6296 | 800 | 0.7405 | 0.3377 | 0.7405 | 0.8605 |
|
| 452 |
+
| 0.3533 | 29.7037 | 802 | 0.7338 | 0.3953 | 0.7338 | 0.8566 |
|
| 453 |
+
| 0.3533 | 29.7778 | 804 | 0.7385 | 0.3953 | 0.7385 | 0.8594 |
|
| 454 |
+
| 0.3533 | 29.8519 | 806 | 0.7400 | 0.4044 | 0.7400 | 0.8602 |
|
| 455 |
+
| 0.3533 | 29.9259 | 808 | 0.7449 | 0.4640 | 0.7449 | 0.8631 |
|
| 456 |
+
| 0.3533 | 30.0 | 810 | 0.7502 | 0.4533 | 0.7502 | 0.8661 |
|
| 457 |
+
| 0.3533 | 30.0741 | 812 | 0.7535 | 0.4297 | 0.7535 | 0.8681 |
|
| 458 |
+
| 0.3533 | 30.1481 | 814 | 0.7651 | 0.3774 | 0.7651 | 0.8747 |
|
| 459 |
+
| 0.3533 | 30.2222 | 816 | 0.7673 | 0.4098 | 0.7673 | 0.8760 |
|
| 460 |
+
| 0.3533 | 30.2963 | 818 | 0.7645 | 0.4986 | 0.7645 | 0.8744 |
|
| 461 |
+
| 0.3533 | 30.3704 | 820 | 0.7595 | 0.4557 | 0.7595 | 0.8715 |
|
| 462 |
+
| 0.3533 | 30.4444 | 822 | 0.7474 | 0.4557 | 0.7474 | 0.8646 |
|
| 463 |
+
| 0.3533 | 30.5185 | 824 | 0.7144 | 0.4176 | 0.7144 | 0.8452 |
|
| 464 |
+
| 0.3533 | 30.5926 | 826 | 0.6925 | 0.4856 | 0.6925 | 0.8321 |
|
| 465 |
+
| 0.3533 | 30.6667 | 828 | 0.6868 | 0.4640 | 0.6868 | 0.8287 |
|
| 466 |
+
| 0.3533 | 30.7407 | 830 | 0.6836 | 0.4856 | 0.6836 | 0.8268 |
|
| 467 |
+
| 0.3533 | 30.8148 | 832 | 0.6895 | 0.4176 | 0.6895 | 0.8303 |
|
| 468 |
+
| 0.3533 | 30.8889 | 834 | 0.6991 | 0.4681 | 0.6991 | 0.8361 |
|
| 469 |
+
| 0.3533 | 30.9630 | 836 | 0.7010 | 0.4698 | 0.7010 | 0.8372 |
|
| 470 |
+
| 0.3533 | 31.0370 | 838 | 0.7046 | 0.4297 | 0.7046 | 0.8394 |
|
| 471 |
+
| 0.3533 | 31.1111 | 840 | 0.7305 | 0.4321 | 0.7305 | 0.8547 |
|
| 472 |
+
| 0.3533 | 31.1852 | 842 | 0.7415 | 0.4436 | 0.7415 | 0.8611 |
|
| 473 |
+
| 0.3533 | 31.2593 | 844 | 0.7355 | 0.4389 | 0.7355 | 0.8576 |
|
| 474 |
+
| 0.3533 | 31.3333 | 846 | 0.6996 | 0.4849 | 0.6996 | 0.8364 |
|
| 475 |
+
| 0.3533 | 31.4074 | 848 | 0.6717 | 0.4881 | 0.6717 | 0.8196 |
|
| 476 |
+
| 0.3533 | 31.4815 | 850 | 0.6706 | 0.4515 | 0.6706 | 0.8189 |
|
| 477 |
+
| 0.3533 | 31.5556 | 852 | 0.6704 | 0.4758 | 0.6704 | 0.8188 |
|
| 478 |
+
| 0.3533 | 31.6296 | 854 | 0.6589 | 0.5084 | 0.6589 | 0.8117 |
|
| 479 |
+
| 0.3533 | 31.7037 | 856 | 0.6522 | 0.5167 | 0.6522 | 0.8076 |
|
| 480 |
+
| 0.3533 | 31.7778 | 858 | 0.6556 | 0.4910 | 0.6556 | 0.8097 |
|
| 481 |
+
| 0.3533 | 31.8519 | 860 | 0.6553 | 0.4678 | 0.6553 | 0.8095 |
|
| 482 |
+
| 0.3533 | 31.9259 | 862 | 0.6564 | 0.5101 | 0.6564 | 0.8102 |
|
| 483 |
+
| 0.3533 | 32.0 | 864 | 0.6628 | 0.5084 | 0.6628 | 0.8141 |
|
| 484 |
+
| 0.3533 | 32.0741 | 866 | 0.6883 | 0.4784 | 0.6883 | 0.8297 |
|
| 485 |
+
| 0.3533 | 32.1481 | 868 | 0.7423 | 0.4822 | 0.7423 | 0.8615 |
|
| 486 |
+
| 0.3533 | 32.2222 | 870 | 0.7726 | 0.4747 | 0.7726 | 0.8790 |
|
| 487 |
+
| 0.3533 | 32.2963 | 872 | 0.7581 | 0.4488 | 0.7581 | 0.8707 |
|
| 488 |
+
| 0.3533 | 32.3704 | 874 | 0.7137 | 0.4271 | 0.7137 | 0.8448 |
|
| 489 |
+
| 0.3533 | 32.4444 | 876 | 0.6769 | 0.3986 | 0.6769 | 0.8227 |
|
| 490 |
+
| 0.3533 | 32.5185 | 878 | 0.6813 | 0.4697 | 0.6813 | 0.8254 |
|
| 491 |
+
| 0.3533 | 32.5926 | 880 | 0.7142 | 0.5392 | 0.7142 | 0.8451 |
|
| 492 |
+
| 0.3533 | 32.6667 | 882 | 0.7248 | 0.4882 | 0.7248 | 0.8514 |
|
| 493 |
+
| 0.3533 | 32.7407 | 884 | 0.7213 | 0.5070 | 0.7213 | 0.8493 |
|
| 494 |
+
| 0.3533 | 32.8148 | 886 | 0.6854 | 0.4992 | 0.6854 | 0.8279 |
|
| 495 |
+
| 0.3533 | 32.8889 | 888 | 0.6760 | 0.4309 | 0.6760 | 0.8222 |
|
| 496 |
+
| 0.3533 | 32.9630 | 890 | 0.6830 | 0.4058 | 0.6830 | 0.8264 |
|
| 497 |
+
| 0.3533 | 33.0370 | 892 | 0.6938 | 0.3746 | 0.6938 | 0.8330 |
|
| 498 |
+
| 0.3533 | 33.1111 | 894 | 0.7142 | 0.3146 | 0.7142 | 0.8451 |
|
| 499 |
+
| 0.3533 | 33.1852 | 896 | 0.7107 | 0.3155 | 0.7107 | 0.8430 |
|
| 500 |
+
| 0.3533 | 33.2593 | 898 | 0.7002 | 0.3445 | 0.7002 | 0.8368 |
|
| 501 |
+
| 0.3533 | 33.3333 | 900 | 0.6908 | 0.4077 | 0.6908 | 0.8312 |
|
| 502 |
+
| 0.3533 | 33.4074 | 902 | 0.6785 | 0.4724 | 0.6785 | 0.8237 |
|
| 503 |
+
| 0.3533 | 33.4815 | 904 | 0.6716 | 0.4898 | 0.6716 | 0.8195 |
|
| 504 |
+
| 0.3533 | 33.5556 | 906 | 0.6692 | 0.4898 | 0.6692 | 0.8180 |
|
| 505 |
+
| 0.3533 | 33.6296 | 908 | 0.6685 | 0.4918 | 0.6685 | 0.8176 |
|
| 506 |
+
| 0.3533 | 33.7037 | 910 | 0.6769 | 0.5030 | 0.6769 | 0.8228 |
|
| 507 |
+
| 0.3533 | 33.7778 | 912 | 0.6851 | 0.4869 | 0.6851 | 0.8277 |
|
| 508 |
+
| 0.3533 | 33.8519 | 914 | 0.6859 | 0.4869 | 0.6859 | 0.8282 |
|
| 509 |
+
| 0.3533 | 33.9259 | 916 | 0.6855 | 0.5171 | 0.6855 | 0.8279 |
|
| 510 |
+
| 0.3533 | 34.0 | 918 | 0.6827 | 0.4595 | 0.6827 | 0.8262 |
|
| 511 |
+
| 0.3533 | 34.0741 | 920 | 0.6810 | 0.4524 | 0.6810 | 0.8252 |
|
| 512 |
+
| 0.3533 | 34.1481 | 922 | 0.6864 | 0.4941 | 0.6864 | 0.8285 |
|
| 513 |
+
| 0.3533 | 34.2222 | 924 | 0.6889 | 0.4586 | 0.6889 | 0.8300 |
|
| 514 |
+
| 0.3533 | 34.2963 | 926 | 0.6835 | 0.4735 | 0.6835 | 0.8267 |
|
| 515 |
+
| 0.3533 | 34.3704 | 928 | 0.6882 | 0.4735 | 0.6882 | 0.8296 |
|
| 516 |
+
| 0.3533 | 34.4444 | 930 | 0.6943 | 0.4735 | 0.6943 | 0.8333 |
|
| 517 |
+
| 0.3533 | 34.5185 | 932 | 0.7092 | 0.4661 | 0.7092 | 0.8422 |
|
| 518 |
+
| 0.3533 | 34.5926 | 934 | 0.7387 | 0.4661 | 0.7387 | 0.8595 |
|
| 519 |
+
| 0.3533 | 34.6667 | 936 | 0.7563 | 0.4591 | 0.7563 | 0.8697 |
|
| 520 |
+
| 0.3533 | 34.7407 | 938 | 0.7512 | 0.4661 | 0.7512 | 0.8667 |
|
| 521 |
+
| 0.3533 | 34.8148 | 940 | 0.7308 | 0.4806 | 0.7308 | 0.8549 |
|
| 522 |
+
| 0.3533 | 34.8889 | 942 | 0.7172 | 0.4958 | 0.7172 | 0.8469 |
|
| 523 |
+
| 0.3533 | 34.9630 | 944 | 0.7090 | 0.4771 | 0.7090 | 0.8420 |
|
| 524 |
+
| 0.3533 | 35.0370 | 946 | 0.7000 | 0.4991 | 0.7000 | 0.8366 |
|
| 525 |
+
| 0.3533 | 35.1111 | 948 | 0.6878 | 0.5057 | 0.6878 | 0.8293 |
|
| 526 |
+
| 0.3533 | 35.1852 | 950 | 0.6841 | 0.4955 | 0.6841 | 0.8271 |
|
| 527 |
+
| 0.3533 | 35.2593 | 952 | 0.7026 | 0.4543 | 0.7026 | 0.8382 |
|
| 528 |
+
| 0.3533 | 35.3333 | 954 | 0.7117 | 0.4106 | 0.7117 | 0.8436 |
|
| 529 |
+
| 0.3533 | 35.4074 | 956 | 0.7193 | 0.4341 | 0.7193 | 0.8481 |
|
| 530 |
+
| 0.3533 | 35.4815 | 958 | 0.7143 | 0.4196 | 0.7143 | 0.8452 |
|
| 531 |
+
| 0.3533 | 35.5556 | 960 | 0.7119 | 0.4505 | 0.7119 | 0.8438 |
|
| 532 |
+
| 0.3533 | 35.6296 | 962 | 0.7146 | 0.4735 | 0.7146 | 0.8453 |
|
| 533 |
+
| 0.3533 | 35.7037 | 964 | 0.7215 | 0.4595 | 0.7215 | 0.8494 |
|
| 534 |
+
| 0.3533 | 35.7778 | 966 | 0.7280 | 0.4839 | 0.7280 | 0.8532 |
|
| 535 |
+
| 0.3533 | 35.8519 | 968 | 0.7298 | 0.4848 | 0.7298 | 0.8543 |
|
| 536 |
+
| 0.3533 | 35.9259 | 970 | 0.7324 | 0.4848 | 0.7324 | 0.8558 |
|
| 537 |
+
| 0.3533 | 36.0 | 972 | 0.7357 | 0.4848 | 0.7357 | 0.8578 |
|
| 538 |
+
| 0.3533 | 36.0741 | 974 | 0.7360 | 0.4848 | 0.7360 | 0.8579 |
|
| 539 |
+
| 0.3533 | 36.1481 | 976 | 0.7303 | 0.4753 | 0.7303 | 0.8546 |
|
| 540 |
+
| 0.3533 | 36.2222 | 978 | 0.7261 | 0.4524 | 0.7261 | 0.8521 |
|
| 541 |
+
| 0.3533 | 36.2963 | 980 | 0.7315 | 0.4288 | 0.7315 | 0.8553 |
|
| 542 |
+
| 0.3533 | 36.3704 | 982 | 0.7353 | 0.3885 | 0.7353 | 0.8575 |
|
| 543 |
+
| 0.3533 | 36.4444 | 984 | 0.7289 | 0.3885 | 0.7289 | 0.8538 |
|
| 544 |
+
| 0.3533 | 36.5185 | 986 | 0.7117 | 0.4044 | 0.7117 | 0.8436 |
|
| 545 |
+
| 0.3533 | 36.5926 | 988 | 0.6986 | 0.4288 | 0.6986 | 0.8358 |
|
| 546 |
+
| 0.3533 | 36.6667 | 990 | 0.6971 | 0.4484 | 0.6971 | 0.8349 |
|
| 547 |
+
| 0.3533 | 36.7407 | 992 | 0.6990 | 0.4991 | 0.6990 | 0.8361 |
|
| 548 |
+
| 0.3533 | 36.8148 | 994 | 0.6986 | 0.5054 | 0.6986 | 0.8358 |
|
| 549 |
+
| 0.3533 | 36.8889 | 996 | 0.6956 | 0.5054 | 0.6956 | 0.8340 |
|
| 550 |
+
| 0.3533 | 36.9630 | 998 | 0.6947 | 0.5054 | 0.6947 | 0.8335 |
|
| 551 |
+
| 0.0701 | 37.0370 | 1000 | 0.6963 | 0.4713 | 0.6963 | 0.8344 |
|
| 552 |
+
| 0.0701 | 37.1111 | 1002 | 0.7012 | 0.4658 | 0.7012 | 0.8374 |
|
| 553 |
+
| 0.0701 | 37.1852 | 1004 | 0.6959 | 0.4713 | 0.6959 | 0.8342 |
|
| 554 |
+
| 0.0701 | 37.2593 | 1006 | 0.6953 | 0.4658 | 0.6953 | 0.8339 |
|
| 555 |
+
| 0.0701 | 37.3333 | 1008 | 0.6886 | 0.4488 | 0.6886 | 0.8298 |
|
| 556 |
+
| 0.0701 | 37.4074 | 1010 | 0.6942 | 0.4753 | 0.6942 | 0.8332 |
|
| 557 |
+
| 0.0701 | 37.4815 | 1012 | 0.7014 | 0.4753 | 0.7014 | 0.8375 |
|
| 558 |
+
| 0.0701 | 37.5556 | 1014 | 0.7076 | 0.4735 | 0.7076 | 0.8412 |
|
| 559 |
+
| 0.0701 | 37.6296 | 1016 | 0.7085 | 0.4505 | 0.7085 | 0.8417 |
|
| 560 |
+
| 0.0701 | 37.7037 | 1018 | 0.7068 | 0.4398 | 0.7068 | 0.8407 |
|
| 561 |
+
| 0.0701 | 37.7778 | 1020 | 0.7091 | 0.4622 | 0.7091 | 0.8421 |
|
| 562 |
+
| 0.0701 | 37.8519 | 1022 | 0.7180 | 0.4622 | 0.7180 | 0.8474 |
|
| 563 |
+
| 0.0701 | 37.9259 | 1024 | 0.7248 | 0.4622 | 0.7248 | 0.8513 |
|
| 564 |
+
|
| 565 |
+
|
| 566 |
+
### Framework versions
|
| 567 |
+
|
| 568 |
+
- Transformers 4.44.2
|
| 569 |
+
- Pytorch 2.4.0+cu118
|
| 570 |
+
- Datasets 2.21.0
|
| 571 |
+
- 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:b8f415f3665f5143b6a454b83e93d1570e03ce04af59d83fa809cbd797cb7006
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7c3c7922ee13794426baca2028eb7c2804401ed5815530b8d84b0d08e4160ceb
|
| 3 |
+
size 5304
|