Training in progress, step 500
Browse files- README.md +587 -0
- config.json +32 -0
- model.safetensors +3 -0
- training_args.bin +3 -0
README.md
ADDED
|
@@ -0,0 +1,587 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
base_model: aubmindlab/bert-base-arabertv02
|
| 4 |
+
tags:
|
| 5 |
+
- generated_from_trainer
|
| 6 |
+
model-index:
|
| 7 |
+
- name: ArabicNewSplits7_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task3_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_usingWellWrittenEssays_FineTuningAraBERT_run1_AugV5_k15_task3_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: 0.8281
|
| 19 |
+
- Qwk: -0.0949
|
| 20 |
+
- Mse: 0.8281
|
| 21 |
+
- Rmse: 0.9100
|
| 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 | 0.0526 | 2 | 3.7091 | -0.0047 | 3.7091 | 1.9259 |
|
| 53 |
+
| No log | 0.1053 | 4 | 2.0458 | 0.0704 | 2.0458 | 1.4303 |
|
| 54 |
+
| No log | 0.1579 | 6 | 1.6105 | 0.0425 | 1.6105 | 1.2690 |
|
| 55 |
+
| No log | 0.2105 | 8 | 1.0922 | 0.0119 | 1.0922 | 1.0451 |
|
| 56 |
+
| No log | 0.2632 | 10 | 1.0021 | 0.0196 | 1.0021 | 1.0010 |
|
| 57 |
+
| No log | 0.3158 | 12 | 0.9767 | -0.0101 | 0.9767 | 0.9883 |
|
| 58 |
+
| No log | 0.3684 | 14 | 1.0107 | 0.0379 | 1.0107 | 1.0053 |
|
| 59 |
+
| No log | 0.4211 | 16 | 1.1124 | 0.0 | 1.1124 | 1.0547 |
|
| 60 |
+
| No log | 0.4737 | 18 | 1.3066 | 0.0 | 1.3066 | 1.1431 |
|
| 61 |
+
| No log | 0.5263 | 20 | 1.1692 | 0.0 | 1.1692 | 1.0813 |
|
| 62 |
+
| No log | 0.5789 | 22 | 0.9166 | 0.0518 | 0.9166 | 0.9574 |
|
| 63 |
+
| No log | 0.6316 | 24 | 0.8677 | 0.0409 | 0.8677 | 0.9315 |
|
| 64 |
+
| No log | 0.6842 | 26 | 0.9876 | 0.0486 | 0.9876 | 0.9938 |
|
| 65 |
+
| No log | 0.7368 | 28 | 0.9620 | -0.0143 | 0.9620 | 0.9808 |
|
| 66 |
+
| No log | 0.7895 | 30 | 0.7414 | -0.0264 | 0.7414 | 0.8611 |
|
| 67 |
+
| No log | 0.8421 | 32 | 0.7754 | 0.0191 | 0.7754 | 0.8806 |
|
| 68 |
+
| No log | 0.8947 | 34 | 0.7348 | -0.0725 | 0.7348 | 0.8572 |
|
| 69 |
+
| No log | 0.9474 | 36 | 0.7126 | 0.1021 | 0.7126 | 0.8441 |
|
| 70 |
+
| No log | 1.0 | 38 | 0.6958 | -0.0679 | 0.6958 | 0.8342 |
|
| 71 |
+
| No log | 1.0526 | 40 | 0.7084 | -0.1088 | 0.7084 | 0.8417 |
|
| 72 |
+
| No log | 1.1053 | 42 | 0.7588 | 0.0129 | 0.7588 | 0.8711 |
|
| 73 |
+
| No log | 1.1579 | 44 | 0.7358 | 0.0375 | 0.7358 | 0.8578 |
|
| 74 |
+
| No log | 1.2105 | 46 | 0.7110 | -0.0513 | 0.7110 | 0.8432 |
|
| 75 |
+
| No log | 1.2632 | 48 | 0.7063 | -0.0493 | 0.7063 | 0.8404 |
|
| 76 |
+
| No log | 1.3158 | 50 | 0.7119 | 0.0506 | 0.7119 | 0.8438 |
|
| 77 |
+
| No log | 1.3684 | 52 | 0.8103 | 0.0071 | 0.8103 | 0.9002 |
|
| 78 |
+
| No log | 1.4211 | 54 | 0.8247 | 0.0017 | 0.8247 | 0.9081 |
|
| 79 |
+
| No log | 1.4737 | 56 | 0.7694 | 0.1148 | 0.7694 | 0.8771 |
|
| 80 |
+
| No log | 1.5263 | 58 | 0.7359 | -0.0096 | 0.7359 | 0.8578 |
|
| 81 |
+
| No log | 1.5789 | 60 | 0.7449 | 0.0640 | 0.7449 | 0.8631 |
|
| 82 |
+
| No log | 1.6316 | 62 | 0.7546 | 0.0695 | 0.7546 | 0.8687 |
|
| 83 |
+
| No log | 1.6842 | 64 | 0.7037 | -0.0033 | 0.7037 | 0.8389 |
|
| 84 |
+
| No log | 1.7368 | 66 | 0.7547 | 0.2105 | 0.7547 | 0.8687 |
|
| 85 |
+
| No log | 1.7895 | 68 | 0.7335 | 0.2180 | 0.7335 | 0.8565 |
|
| 86 |
+
| No log | 1.8421 | 70 | 0.6790 | 0.1027 | 0.6790 | 0.8240 |
|
| 87 |
+
| No log | 1.8947 | 72 | 0.7967 | 0.1744 | 0.7967 | 0.8926 |
|
| 88 |
+
| No log | 1.9474 | 74 | 0.8445 | 0.1315 | 0.8445 | 0.9190 |
|
| 89 |
+
| No log | 2.0 | 76 | 0.7153 | 0.0884 | 0.7153 | 0.8457 |
|
| 90 |
+
| No log | 2.0526 | 78 | 0.6419 | 0.0449 | 0.6419 | 0.8012 |
|
| 91 |
+
| No log | 2.1053 | 80 | 0.6557 | 0.1327 | 0.6557 | 0.8098 |
|
| 92 |
+
| No log | 2.1579 | 82 | 1.0419 | 0.0058 | 1.0419 | 1.0207 |
|
| 93 |
+
| No log | 2.2105 | 84 | 1.1800 | -0.0772 | 1.1800 | 1.0863 |
|
| 94 |
+
| No log | 2.2632 | 86 | 0.9145 | 0.0758 | 0.9145 | 0.9563 |
|
| 95 |
+
| No log | 2.3158 | 88 | 0.8593 | 0.2758 | 0.8593 | 0.9270 |
|
| 96 |
+
| No log | 2.3684 | 90 | 0.8466 | 0.1111 | 0.8466 | 0.9201 |
|
| 97 |
+
| No log | 2.4211 | 92 | 1.0081 | 0.1710 | 1.0081 | 1.0040 |
|
| 98 |
+
| No log | 2.4737 | 94 | 1.0119 | 0.1710 | 1.0119 | 1.0060 |
|
| 99 |
+
| No log | 2.5263 | 96 | 0.8480 | 0.0728 | 0.8480 | 0.9209 |
|
| 100 |
+
| No log | 2.5789 | 98 | 0.8292 | 0.0 | 0.8292 | 0.9106 |
|
| 101 |
+
| No log | 2.6316 | 100 | 0.7847 | 0.0 | 0.7847 | 0.8858 |
|
| 102 |
+
| No log | 2.6842 | 102 | 0.8419 | 0.1929 | 0.8419 | 0.9176 |
|
| 103 |
+
| No log | 2.7368 | 104 | 0.8660 | 0.1911 | 0.8660 | 0.9306 |
|
| 104 |
+
| No log | 2.7895 | 106 | 0.8430 | 0.0776 | 0.8430 | 0.9181 |
|
| 105 |
+
| No log | 2.8421 | 108 | 0.7731 | -0.0488 | 0.7731 | 0.8793 |
|
| 106 |
+
| No log | 2.8947 | 110 | 0.7817 | -0.0029 | 0.7817 | 0.8842 |
|
| 107 |
+
| No log | 2.9474 | 112 | 0.8117 | 0.0165 | 0.8117 | 0.9010 |
|
| 108 |
+
| No log | 3.0 | 114 | 0.9115 | 0.0470 | 0.9115 | 0.9547 |
|
| 109 |
+
| No log | 3.0526 | 116 | 0.9258 | 0.1148 | 0.9258 | 0.9622 |
|
| 110 |
+
| No log | 3.1053 | 118 | 0.8699 | 0.1163 | 0.8699 | 0.9327 |
|
| 111 |
+
| No log | 3.1579 | 120 | 0.7709 | 0.0556 | 0.7709 | 0.8780 |
|
| 112 |
+
| No log | 3.2105 | 122 | 0.7459 | 0.0556 | 0.7459 | 0.8636 |
|
| 113 |
+
| No log | 3.2632 | 124 | 0.7403 | 0.0064 | 0.7403 | 0.8604 |
|
| 114 |
+
| No log | 3.3158 | 126 | 0.7110 | 0.1081 | 0.7110 | 0.8432 |
|
| 115 |
+
| No log | 3.3684 | 128 | 0.7341 | 0.0649 | 0.7341 | 0.8568 |
|
| 116 |
+
| No log | 3.4211 | 130 | 0.8009 | -0.0385 | 0.8009 | 0.8949 |
|
| 117 |
+
| No log | 3.4737 | 132 | 0.8144 | 0.0181 | 0.8144 | 0.9024 |
|
| 118 |
+
| No log | 3.5263 | 134 | 0.7998 | 0.1079 | 0.7998 | 0.8943 |
|
| 119 |
+
| No log | 3.5789 | 136 | 0.7785 | 0.0940 | 0.7785 | 0.8823 |
|
| 120 |
+
| No log | 3.6316 | 138 | 0.7978 | 0.1079 | 0.7978 | 0.8932 |
|
| 121 |
+
| No log | 3.6842 | 140 | 0.9075 | 0.1948 | 0.9075 | 0.9526 |
|
| 122 |
+
| No log | 3.7368 | 142 | 0.8916 | 0.1948 | 0.8916 | 0.9443 |
|
| 123 |
+
| No log | 3.7895 | 144 | 0.8111 | 0.0622 | 0.8111 | 0.9006 |
|
| 124 |
+
| No log | 3.8421 | 146 | 0.7638 | 0.0141 | 0.7638 | 0.8739 |
|
| 125 |
+
| No log | 3.8947 | 148 | 0.7985 | 0.0663 | 0.7985 | 0.8936 |
|
| 126 |
+
| No log | 3.9474 | 150 | 0.7856 | 0.0610 | 0.7856 | 0.8863 |
|
| 127 |
+
| No log | 4.0 | 152 | 0.8087 | 0.0724 | 0.8087 | 0.8993 |
|
| 128 |
+
| No log | 4.0526 | 154 | 0.7959 | 0.0724 | 0.7959 | 0.8921 |
|
| 129 |
+
| No log | 4.1053 | 156 | 0.7383 | 0.1443 | 0.7383 | 0.8592 |
|
| 130 |
+
| No log | 4.1579 | 158 | 0.7477 | 0.1333 | 0.7477 | 0.8647 |
|
| 131 |
+
| No log | 4.2105 | 160 | 0.8288 | 0.1120 | 0.8288 | 0.9104 |
|
| 132 |
+
| No log | 4.2632 | 162 | 0.9155 | 0.0502 | 0.9155 | 0.9568 |
|
| 133 |
+
| No log | 4.3158 | 164 | 0.8460 | 0.1171 | 0.8460 | 0.9198 |
|
| 134 |
+
| No log | 4.3684 | 166 | 0.7244 | -0.1067 | 0.7244 | 0.8511 |
|
| 135 |
+
| No log | 4.4211 | 168 | 0.6455 | 0.0964 | 0.6455 | 0.8034 |
|
| 136 |
+
| No log | 4.4737 | 170 | 0.7286 | 0.0714 | 0.7286 | 0.8536 |
|
| 137 |
+
| No log | 4.5263 | 172 | 0.7214 | 0.0714 | 0.7214 | 0.8493 |
|
| 138 |
+
| No log | 4.5789 | 174 | 0.6508 | 0.1444 | 0.6508 | 0.8067 |
|
| 139 |
+
| No log | 4.6316 | 176 | 0.6818 | -0.0571 | 0.6818 | 0.8257 |
|
| 140 |
+
| No log | 4.6842 | 178 | 0.7438 | -0.1001 | 0.7438 | 0.8624 |
|
| 141 |
+
| No log | 4.7368 | 180 | 0.7728 | -0.0345 | 0.7728 | 0.8791 |
|
| 142 |
+
| No log | 4.7895 | 182 | 0.7490 | 0.0089 | 0.7490 | 0.8655 |
|
| 143 |
+
| No log | 4.8421 | 184 | 0.7402 | 0.0879 | 0.7402 | 0.8603 |
|
| 144 |
+
| No log | 4.8947 | 186 | 0.7530 | 0.0488 | 0.7530 | 0.8677 |
|
| 145 |
+
| No log | 4.9474 | 188 | 0.8589 | 0.1079 | 0.8589 | 0.9268 |
|
| 146 |
+
| No log | 5.0 | 190 | 0.9308 | 0.1525 | 0.9308 | 0.9648 |
|
| 147 |
+
| No log | 5.0526 | 192 | 0.9283 | 0.1159 | 0.9283 | 0.9635 |
|
| 148 |
+
| No log | 5.1053 | 194 | 0.8606 | 0.1494 | 0.8606 | 0.9277 |
|
| 149 |
+
| No log | 5.1579 | 196 | 0.7835 | 0.0598 | 0.7835 | 0.8852 |
|
| 150 |
+
| No log | 5.2105 | 198 | 0.7666 | 0.0981 | 0.7666 | 0.8756 |
|
| 151 |
+
| No log | 5.2632 | 200 | 0.7459 | 0.0488 | 0.7459 | 0.8637 |
|
| 152 |
+
| No log | 5.3158 | 202 | 0.7485 | 0.0585 | 0.7485 | 0.8652 |
|
| 153 |
+
| No log | 5.3684 | 204 | 0.7513 | 0.0585 | 0.7513 | 0.8668 |
|
| 154 |
+
| No log | 5.4211 | 206 | 0.7615 | 0.0122 | 0.7615 | 0.8726 |
|
| 155 |
+
| No log | 5.4737 | 208 | 0.7583 | 0.0122 | 0.7583 | 0.8708 |
|
| 156 |
+
| No log | 5.5263 | 210 | 0.7209 | 0.0524 | 0.7209 | 0.8490 |
|
| 157 |
+
| No log | 5.5789 | 212 | 0.7318 | 0.0922 | 0.7318 | 0.8554 |
|
| 158 |
+
| No log | 5.6316 | 214 | 0.7750 | 0.1080 | 0.7750 | 0.8804 |
|
| 159 |
+
| No log | 5.6842 | 216 | 0.9137 | 0.0800 | 0.9137 | 0.9559 |
|
| 160 |
+
| No log | 5.7368 | 218 | 0.9844 | 0.0947 | 0.9844 | 0.9922 |
|
| 161 |
+
| No log | 5.7895 | 220 | 0.9661 | 0.1228 | 0.9661 | 0.9829 |
|
| 162 |
+
| No log | 5.8421 | 222 | 0.8493 | 0.1612 | 0.8493 | 0.9216 |
|
| 163 |
+
| No log | 5.8947 | 224 | 0.7380 | 0.1372 | 0.7380 | 0.8591 |
|
| 164 |
+
| No log | 5.9474 | 226 | 0.7112 | 0.0926 | 0.7112 | 0.8433 |
|
| 165 |
+
| No log | 6.0 | 228 | 0.7200 | 0.0 | 0.7200 | 0.8485 |
|
| 166 |
+
| No log | 6.0526 | 230 | 0.7784 | -0.0138 | 0.7784 | 0.8822 |
|
| 167 |
+
| No log | 6.1053 | 232 | 0.7647 | 0.0282 | 0.7647 | 0.8745 |
|
| 168 |
+
| No log | 6.1579 | 234 | 0.7267 | -0.0612 | 0.7267 | 0.8525 |
|
| 169 |
+
| No log | 6.2105 | 236 | 0.7088 | -0.1018 | 0.7088 | 0.8419 |
|
| 170 |
+
| No log | 6.2632 | 238 | 0.7269 | 0.0089 | 0.7269 | 0.8526 |
|
| 171 |
+
| No log | 6.3158 | 240 | 0.7982 | 0.2295 | 0.7982 | 0.8934 |
|
| 172 |
+
| No log | 6.3684 | 242 | 0.8611 | 0.2505 | 0.8611 | 0.9279 |
|
| 173 |
+
| No log | 6.4211 | 244 | 0.8218 | 0.1466 | 0.8218 | 0.9065 |
|
| 174 |
+
| No log | 6.4737 | 246 | 0.8000 | 0.2362 | 0.8000 | 0.8944 |
|
| 175 |
+
| No log | 6.5263 | 248 | 0.7699 | 0.1514 | 0.7699 | 0.8775 |
|
| 176 |
+
| No log | 6.5789 | 250 | 0.7544 | 0.1080 | 0.7544 | 0.8686 |
|
| 177 |
+
| No log | 6.6316 | 252 | 0.7455 | 0.0089 | 0.7455 | 0.8634 |
|
| 178 |
+
| No log | 6.6842 | 254 | 0.7504 | 0.0089 | 0.7504 | 0.8663 |
|
| 179 |
+
| No log | 6.7368 | 256 | 0.7479 | 0.0571 | 0.7479 | 0.8648 |
|
| 180 |
+
| No log | 6.7895 | 258 | 0.7846 | 0.1130 | 0.7846 | 0.8858 |
|
| 181 |
+
| No log | 6.8421 | 260 | 0.7798 | 0.0094 | 0.7798 | 0.8831 |
|
| 182 |
+
| No log | 6.8947 | 262 | 0.7409 | -0.0520 | 0.7409 | 0.8608 |
|
| 183 |
+
| No log | 6.9474 | 264 | 0.7205 | 0.0 | 0.7205 | 0.8488 |
|
| 184 |
+
| No log | 7.0 | 266 | 0.7391 | 0.0 | 0.7391 | 0.8597 |
|
| 185 |
+
| No log | 7.0526 | 268 | 0.7440 | 0.0 | 0.7440 | 0.8625 |
|
| 186 |
+
| No log | 7.1053 | 270 | 0.7454 | 0.1143 | 0.7454 | 0.8634 |
|
| 187 |
+
| No log | 7.1579 | 272 | 0.7746 | 0.1192 | 0.7746 | 0.8801 |
|
| 188 |
+
| No log | 7.2105 | 274 | 0.8069 | 0.1167 | 0.8069 | 0.8983 |
|
| 189 |
+
| No log | 7.2632 | 276 | 0.8350 | 0.0789 | 0.8350 | 0.9138 |
|
| 190 |
+
| No log | 7.3158 | 278 | 0.8499 | 0.1507 | 0.8499 | 0.9219 |
|
| 191 |
+
| No log | 7.3684 | 280 | 0.8370 | 0.1163 | 0.8370 | 0.9149 |
|
| 192 |
+
| No log | 7.4211 | 282 | 0.7949 | 0.1127 | 0.7949 | 0.8915 |
|
| 193 |
+
| No log | 7.4737 | 284 | 0.8151 | 0.0733 | 0.8151 | 0.9029 |
|
| 194 |
+
| No log | 7.5263 | 286 | 0.8154 | 0.0715 | 0.8154 | 0.9030 |
|
| 195 |
+
| No log | 7.5789 | 288 | 0.7820 | 0.0148 | 0.7820 | 0.8843 |
|
| 196 |
+
| No log | 7.6316 | 290 | 0.8117 | -0.0648 | 0.8117 | 0.9010 |
|
| 197 |
+
| No log | 7.6842 | 292 | 0.7988 | -0.1678 | 0.7988 | 0.8937 |
|
| 198 |
+
| No log | 7.7368 | 294 | 0.8211 | -0.1538 | 0.8211 | 0.9062 |
|
| 199 |
+
| No log | 7.7895 | 296 | 0.8773 | 0.1154 | 0.8773 | 0.9367 |
|
| 200 |
+
| No log | 7.8421 | 298 | 0.9766 | 0.0558 | 0.9766 | 0.9882 |
|
| 201 |
+
| No log | 7.8947 | 300 | 0.9656 | 0.0845 | 0.9656 | 0.9826 |
|
| 202 |
+
| No log | 7.9474 | 302 | 0.8656 | 0.1355 | 0.8656 | 0.9304 |
|
| 203 |
+
| No log | 8.0 | 304 | 0.8400 | 0.0570 | 0.8400 | 0.9165 |
|
| 204 |
+
| No log | 8.0526 | 306 | 0.8517 | 0.1405 | 0.8517 | 0.9229 |
|
| 205 |
+
| No log | 8.1053 | 308 | 0.9356 | 0.0815 | 0.9356 | 0.9673 |
|
| 206 |
+
| No log | 8.1579 | 310 | 0.9225 | 0.1150 | 0.9225 | 0.9605 |
|
| 207 |
+
| No log | 8.2105 | 312 | 0.8308 | 0.0297 | 0.8308 | 0.9115 |
|
| 208 |
+
| No log | 8.2632 | 314 | 0.7404 | -0.0451 | 0.7404 | 0.8604 |
|
| 209 |
+
| No log | 8.3158 | 316 | 0.6967 | 0.1021 | 0.6967 | 0.8347 |
|
| 210 |
+
| No log | 8.3684 | 318 | 0.6938 | 0.0909 | 0.6938 | 0.8329 |
|
| 211 |
+
| No log | 8.4211 | 320 | 0.6912 | 0.0964 | 0.6912 | 0.8314 |
|
| 212 |
+
| No log | 8.4737 | 322 | 0.7070 | -0.0069 | 0.7070 | 0.8408 |
|
| 213 |
+
| No log | 8.5263 | 324 | 0.7339 | -0.0096 | 0.7339 | 0.8567 |
|
| 214 |
+
| No log | 8.5789 | 326 | 0.7371 | -0.0366 | 0.7371 | 0.8586 |
|
| 215 |
+
| No log | 8.6316 | 328 | 0.7611 | 0.1033 | 0.7611 | 0.8724 |
|
| 216 |
+
| No log | 8.6842 | 330 | 0.7845 | 0.1034 | 0.7845 | 0.8857 |
|
| 217 |
+
| No log | 8.7368 | 332 | 0.7773 | 0.0987 | 0.7773 | 0.8816 |
|
| 218 |
+
| No log | 8.7895 | 334 | 0.8110 | 0.2158 | 0.8110 | 0.9006 |
|
| 219 |
+
| No log | 8.8421 | 336 | 0.8348 | 0.1545 | 0.8348 | 0.9137 |
|
| 220 |
+
| No log | 8.8947 | 338 | 0.7933 | 0.1460 | 0.7933 | 0.8907 |
|
| 221 |
+
| No log | 8.9474 | 340 | 0.7513 | 0.0863 | 0.7513 | 0.8668 |
|
| 222 |
+
| No log | 9.0 | 342 | 0.7454 | 0.0857 | 0.7454 | 0.8634 |
|
| 223 |
+
| No log | 9.0526 | 344 | 0.7199 | 0.0909 | 0.7199 | 0.8485 |
|
| 224 |
+
| No log | 9.1053 | 346 | 0.7271 | 0.0524 | 0.7271 | 0.8527 |
|
| 225 |
+
| No log | 9.1579 | 348 | 0.7796 | -0.0826 | 0.7796 | 0.8829 |
|
| 226 |
+
| No log | 9.2105 | 350 | 0.9089 | 0.0800 | 0.9089 | 0.9534 |
|
| 227 |
+
| No log | 9.2632 | 352 | 1.0582 | -0.0006 | 1.0582 | 1.0287 |
|
| 228 |
+
| No log | 9.3158 | 354 | 1.0215 | 0.1326 | 1.0215 | 1.0107 |
|
| 229 |
+
| No log | 9.3684 | 356 | 0.8694 | 0.2094 | 0.8694 | 0.9324 |
|
| 230 |
+
| No log | 9.4211 | 358 | 0.8108 | 0.1032 | 0.8108 | 0.9004 |
|
| 231 |
+
| No log | 9.4737 | 360 | 0.7932 | 0.0571 | 0.7932 | 0.8906 |
|
| 232 |
+
| No log | 9.5263 | 362 | 0.7664 | 0.0031 | 0.7664 | 0.8755 |
|
| 233 |
+
| No log | 9.5789 | 364 | 0.7529 | -0.0541 | 0.7529 | 0.8677 |
|
| 234 |
+
| No log | 9.6316 | 366 | 0.7346 | -0.0033 | 0.7346 | 0.8571 |
|
| 235 |
+
| No log | 9.6842 | 368 | 0.7193 | 0.0964 | 0.7193 | 0.8481 |
|
| 236 |
+
| No log | 9.7368 | 370 | 0.7074 | 0.0909 | 0.7074 | 0.8411 |
|
| 237 |
+
| No log | 9.7895 | 372 | 0.6953 | 0.0964 | 0.6953 | 0.8338 |
|
| 238 |
+
| No log | 9.8421 | 374 | 0.6927 | 0.0506 | 0.6927 | 0.8323 |
|
| 239 |
+
| No log | 9.8947 | 376 | 0.7341 | -0.0551 | 0.7341 | 0.8568 |
|
| 240 |
+
| No log | 9.9474 | 378 | 0.7910 | -0.0329 | 0.7910 | 0.8894 |
|
| 241 |
+
| No log | 10.0 | 380 | 0.8033 | -0.0300 | 0.8033 | 0.8962 |
|
| 242 |
+
| No log | 10.0526 | 382 | 0.8426 | 0.0045 | 0.8426 | 0.9180 |
|
| 243 |
+
| No log | 10.1053 | 384 | 0.8735 | 0.0476 | 0.8735 | 0.9346 |
|
| 244 |
+
| No log | 10.1579 | 386 | 0.9480 | 0.0367 | 0.9480 | 0.9736 |
|
| 245 |
+
| No log | 10.2105 | 388 | 1.1525 | 0.0361 | 1.1525 | 1.0735 |
|
| 246 |
+
| No log | 10.2632 | 390 | 1.2017 | -0.0191 | 1.2017 | 1.0962 |
|
| 247 |
+
| No log | 10.3158 | 392 | 1.0906 | 0.0028 | 1.0906 | 1.0443 |
|
| 248 |
+
| No log | 10.3684 | 394 | 0.9130 | 0.0416 | 0.9130 | 0.9555 |
|
| 249 |
+
| No log | 10.4211 | 396 | 0.7777 | 0.0395 | 0.7777 | 0.8819 |
|
| 250 |
+
| No log | 10.4737 | 398 | 0.7628 | 0.0260 | 0.7628 | 0.8734 |
|
| 251 |
+
| No log | 10.5263 | 400 | 0.7680 | 0.0670 | 0.7680 | 0.8764 |
|
| 252 |
+
| No log | 10.5789 | 402 | 0.7102 | -0.0188 | 0.7102 | 0.8428 |
|
| 253 |
+
| No log | 10.6316 | 404 | 0.6939 | 0.0964 | 0.6939 | 0.8330 |
|
| 254 |
+
| No log | 10.6842 | 406 | 0.7379 | 0.0506 | 0.7379 | 0.8590 |
|
| 255 |
+
| No log | 10.7368 | 408 | 0.8239 | 0.0644 | 0.8239 | 0.9077 |
|
| 256 |
+
| No log | 10.7895 | 410 | 0.8447 | 0.0699 | 0.8447 | 0.9191 |
|
| 257 |
+
| No log | 10.8421 | 412 | 0.8390 | 0.1405 | 0.8390 | 0.9160 |
|
| 258 |
+
| No log | 10.8947 | 414 | 0.8461 | 0.1730 | 0.8461 | 0.9198 |
|
| 259 |
+
| No log | 10.9474 | 416 | 0.8243 | 0.1868 | 0.8243 | 0.9079 |
|
| 260 |
+
| No log | 11.0 | 418 | 0.7700 | 0.0064 | 0.7700 | 0.8775 |
|
| 261 |
+
| No log | 11.0526 | 420 | 0.7136 | 0.1021 | 0.7136 | 0.8448 |
|
| 262 |
+
| No log | 11.1053 | 422 | 0.7170 | 0.1021 | 0.7170 | 0.8468 |
|
| 263 |
+
| No log | 11.1579 | 424 | 0.7232 | 0.1021 | 0.7232 | 0.8504 |
|
| 264 |
+
| No log | 11.2105 | 426 | 0.7565 | 0.0436 | 0.7565 | 0.8698 |
|
| 265 |
+
| No log | 11.2632 | 428 | 0.7921 | -0.0984 | 0.7921 | 0.8900 |
|
| 266 |
+
| No log | 11.3158 | 430 | 0.8605 | 0.1398 | 0.8605 | 0.9276 |
|
| 267 |
+
| No log | 11.3684 | 432 | 0.9530 | 0.1343 | 0.9530 | 0.9762 |
|
| 268 |
+
| No log | 11.4211 | 434 | 1.0182 | 0.1330 | 1.0182 | 1.0091 |
|
| 269 |
+
| No log | 11.4737 | 436 | 1.0054 | 0.1045 | 1.0054 | 1.0027 |
|
| 270 |
+
| No log | 11.5263 | 438 | 0.8873 | 0.0643 | 0.8873 | 0.9420 |
|
| 271 |
+
| No log | 11.5789 | 440 | 0.8188 | -0.0300 | 0.8188 | 0.9049 |
|
| 272 |
+
| No log | 11.6316 | 442 | 0.7903 | -0.0967 | 0.7903 | 0.8890 |
|
| 273 |
+
| No log | 11.6842 | 444 | 0.7574 | -0.0033 | 0.7574 | 0.8703 |
|
| 274 |
+
| No log | 11.7368 | 446 | 0.7490 | -0.0033 | 0.7490 | 0.8654 |
|
| 275 |
+
| No log | 11.7895 | 448 | 0.7591 | 0.0436 | 0.7591 | 0.8712 |
|
| 276 |
+
| No log | 11.8421 | 450 | 0.7649 | 0.0914 | 0.7649 | 0.8746 |
|
| 277 |
+
| No log | 11.8947 | 452 | 0.7646 | -0.0493 | 0.7646 | 0.8744 |
|
| 278 |
+
| No log | 11.9474 | 454 | 0.7847 | -0.0307 | 0.7847 | 0.8858 |
|
| 279 |
+
| No log | 12.0 | 456 | 0.7985 | 0.0673 | 0.7985 | 0.8936 |
|
| 280 |
+
| No log | 12.0526 | 458 | 0.7950 | 0.0633 | 0.7950 | 0.8916 |
|
| 281 |
+
| No log | 12.1053 | 460 | 0.7966 | 0.0628 | 0.7966 | 0.8925 |
|
| 282 |
+
| No log | 12.1579 | 462 | 0.7818 | 0.1032 | 0.7818 | 0.8842 |
|
| 283 |
+
| No log | 12.2105 | 464 | 0.7524 | 0.0914 | 0.7524 | 0.8674 |
|
| 284 |
+
| No log | 12.2632 | 466 | 0.7604 | -0.0264 | 0.7604 | 0.8720 |
|
| 285 |
+
| No log | 12.3158 | 468 | 0.7555 | -0.0264 | 0.7555 | 0.8692 |
|
| 286 |
+
| No log | 12.3684 | 470 | 0.7436 | 0.0807 | 0.7436 | 0.8623 |
|
| 287 |
+
| No log | 12.4211 | 472 | 0.7347 | 0.0479 | 0.7347 | 0.8572 |
|
| 288 |
+
| No log | 12.4737 | 474 | 0.7309 | 0.0479 | 0.7309 | 0.8549 |
|
| 289 |
+
| No log | 12.5263 | 476 | 0.7493 | 0.0914 | 0.7493 | 0.8656 |
|
| 290 |
+
| No log | 12.5789 | 478 | 0.7608 | 0.0375 | 0.7608 | 0.8722 |
|
| 291 |
+
| No log | 12.6316 | 480 | 0.7658 | 0.0488 | 0.7658 | 0.8751 |
|
| 292 |
+
| No log | 12.6842 | 482 | 0.7711 | 0.0165 | 0.7711 | 0.8781 |
|
| 293 |
+
| No log | 12.7368 | 484 | 0.7645 | -0.0385 | 0.7645 | 0.8744 |
|
| 294 |
+
| No log | 12.7895 | 486 | 0.7486 | 0.0541 | 0.7486 | 0.8652 |
|
| 295 |
+
| No log | 12.8421 | 488 | 0.7183 | 0.1021 | 0.7183 | 0.8475 |
|
| 296 |
+
| No log | 12.8947 | 490 | 0.7177 | 0.0555 | 0.7177 | 0.8471 |
|
| 297 |
+
| No log | 12.9474 | 492 | 0.7315 | 0.0 | 0.7315 | 0.8553 |
|
| 298 |
+
| No log | 13.0 | 494 | 0.7372 | 0.0 | 0.7372 | 0.8586 |
|
| 299 |
+
| No log | 13.0526 | 496 | 0.7546 | -0.0560 | 0.7546 | 0.8687 |
|
| 300 |
+
| No log | 13.1053 | 498 | 0.7867 | -0.0967 | 0.7867 | 0.8870 |
|
| 301 |
+
| 0.2907 | 13.1579 | 500 | 0.8433 | -0.1470 | 0.8433 | 0.9183 |
|
| 302 |
+
| 0.2907 | 13.2105 | 502 | 0.8660 | 0.0319 | 0.8660 | 0.9306 |
|
| 303 |
+
| 0.2907 | 13.2632 | 504 | 0.8270 | -0.1051 | 0.8270 | 0.9094 |
|
| 304 |
+
| 0.2907 | 13.3158 | 506 | 0.7786 | 0.0828 | 0.7786 | 0.8824 |
|
| 305 |
+
| 0.2907 | 13.3684 | 508 | 0.7772 | 0.0874 | 0.7772 | 0.8816 |
|
| 306 |
+
| 0.2907 | 13.4211 | 510 | 0.8110 | 0.0610 | 0.8110 | 0.9006 |
|
| 307 |
+
| 0.2907 | 13.4737 | 512 | 0.8522 | -0.0063 | 0.8522 | 0.9231 |
|
| 308 |
+
| 0.2907 | 13.5263 | 514 | 0.8367 | -0.0116 | 0.8367 | 0.9147 |
|
| 309 |
+
| 0.2907 | 13.5789 | 516 | 0.7783 | 0.0615 | 0.7783 | 0.8822 |
|
| 310 |
+
| 0.2907 | 13.6316 | 518 | 0.7602 | 0.0099 | 0.7602 | 0.8719 |
|
| 311 |
+
| 0.2907 | 13.6842 | 520 | 0.7937 | 0.0148 | 0.7937 | 0.8909 |
|
| 312 |
+
| 0.2907 | 13.7368 | 522 | 0.8043 | 0.0218 | 0.8043 | 0.8968 |
|
| 313 |
+
| 0.2907 | 13.7895 | 524 | 0.7889 | 0.1080 | 0.7889 | 0.8882 |
|
| 314 |
+
| 0.2907 | 13.8421 | 526 | 0.8224 | 0.0428 | 0.8224 | 0.9069 |
|
| 315 |
+
| 0.2907 | 13.8947 | 528 | 0.8464 | -0.0915 | 0.8464 | 0.9200 |
|
| 316 |
+
| 0.2907 | 13.9474 | 530 | 0.8198 | -0.0113 | 0.8198 | 0.9055 |
|
| 317 |
+
| 0.2907 | 14.0 | 532 | 0.8057 | 0.0 | 0.8057 | 0.8976 |
|
| 318 |
+
| 0.2907 | 14.0526 | 534 | 0.8236 | -0.0661 | 0.8236 | 0.9075 |
|
| 319 |
+
| 0.2907 | 14.1053 | 536 | 0.8315 | -0.1411 | 0.8315 | 0.9119 |
|
| 320 |
+
| 0.2907 | 14.1579 | 538 | 0.7985 | 0.0465 | 0.7985 | 0.8936 |
|
| 321 |
+
| 0.2907 | 14.2105 | 540 | 0.7947 | 0.0465 | 0.7947 | 0.8915 |
|
| 322 |
+
| 0.2907 | 14.2632 | 542 | 0.7756 | -0.0029 | 0.7756 | 0.8807 |
|
| 323 |
+
| 0.2907 | 14.3158 | 544 | 0.7693 | -0.0469 | 0.7693 | 0.8771 |
|
| 324 |
+
| 0.2907 | 14.3684 | 546 | 0.8032 | 0.0196 | 0.8032 | 0.8962 |
|
| 325 |
+
| 0.2907 | 14.4211 | 548 | 0.8966 | -0.0887 | 0.8966 | 0.9469 |
|
| 326 |
+
| 0.2907 | 14.4737 | 550 | 0.9079 | -0.0346 | 0.9079 | 0.9528 |
|
| 327 |
+
| 0.2907 | 14.5263 | 552 | 0.8876 | 0.0405 | 0.8876 | 0.9421 |
|
| 328 |
+
| 0.2907 | 14.5789 | 554 | 0.8711 | 0.0689 | 0.8711 | 0.9333 |
|
| 329 |
+
| 0.2907 | 14.6316 | 556 | 0.8885 | 0.1368 | 0.8885 | 0.9426 |
|
| 330 |
+
| 0.2907 | 14.6842 | 558 | 0.9011 | 0.1368 | 0.9011 | 0.9493 |
|
| 331 |
+
| 0.2907 | 14.7368 | 560 | 0.8866 | 0.1683 | 0.8866 | 0.9416 |
|
| 332 |
+
| 0.2907 | 14.7895 | 562 | 0.8758 | 0.0728 | 0.8758 | 0.9359 |
|
| 333 |
+
| 0.2907 | 14.8421 | 564 | 0.8828 | 0.0734 | 0.8828 | 0.9396 |
|
| 334 |
+
| 0.2907 | 14.8947 | 566 | 0.8552 | 0.0337 | 0.8552 | 0.9248 |
|
| 335 |
+
| 0.2907 | 14.9474 | 568 | 0.8523 | -0.0082 | 0.8523 | 0.9232 |
|
| 336 |
+
| 0.2907 | 15.0 | 570 | 0.8002 | 0.0893 | 0.8002 | 0.8945 |
|
| 337 |
+
| 0.2907 | 15.0526 | 572 | 0.7984 | 0.0106 | 0.7984 | 0.8935 |
|
| 338 |
+
| 0.2907 | 15.1053 | 574 | 0.8396 | -0.0852 | 0.8396 | 0.9163 |
|
| 339 |
+
| 0.2907 | 15.1579 | 576 | 0.8359 | -0.0528 | 0.8359 | 0.9143 |
|
| 340 |
+
| 0.2907 | 15.2105 | 578 | 0.8083 | -0.0307 | 0.8083 | 0.8990 |
|
| 341 |
+
| 0.2907 | 15.2632 | 580 | 0.7923 | -0.1398 | 0.7923 | 0.8901 |
|
| 342 |
+
| 0.2907 | 15.3158 | 582 | 0.7569 | 0.0436 | 0.7569 | 0.8700 |
|
| 343 |
+
| 0.2907 | 15.3684 | 584 | 0.7589 | 0.0395 | 0.7589 | 0.8711 |
|
| 344 |
+
| 0.2907 | 15.4211 | 586 | 0.8058 | 0.0081 | 0.8058 | 0.8977 |
|
| 345 |
+
| 0.2907 | 15.4737 | 588 | 0.8167 | 0.0187 | 0.8167 | 0.9037 |
|
| 346 |
+
| 0.2907 | 15.5263 | 590 | 0.7983 | -0.0493 | 0.7983 | 0.8935 |
|
| 347 |
+
| 0.2907 | 15.5789 | 592 | 0.7622 | -0.0065 | 0.7622 | 0.8730 |
|
| 348 |
+
| 0.2907 | 15.6316 | 594 | 0.7580 | -0.0033 | 0.7580 | 0.8707 |
|
| 349 |
+
| 0.2907 | 15.6842 | 596 | 0.8139 | -0.1823 | 0.8139 | 0.9022 |
|
| 350 |
+
| 0.2907 | 15.7368 | 598 | 0.8785 | 0.0760 | 0.8785 | 0.9373 |
|
| 351 |
+
| 0.2907 | 15.7895 | 600 | 0.9101 | 0.1113 | 0.9101 | 0.9540 |
|
| 352 |
+
| 0.2907 | 15.8421 | 602 | 0.8605 | 0.0315 | 0.8605 | 0.9276 |
|
| 353 |
+
| 0.2907 | 15.8947 | 604 | 0.7949 | -0.1893 | 0.7949 | 0.8916 |
|
| 354 |
+
| 0.2907 | 15.9474 | 606 | 0.7769 | -0.0091 | 0.7769 | 0.8814 |
|
| 355 |
+
| 0.2907 | 16.0 | 608 | 0.7485 | 0.1318 | 0.7485 | 0.8652 |
|
| 356 |
+
| 0.2907 | 16.0526 | 610 | 0.7410 | 0.0260 | 0.7410 | 0.8608 |
|
| 357 |
+
| 0.2907 | 16.1053 | 612 | 0.7357 | 0.1318 | 0.7357 | 0.8577 |
|
| 358 |
+
| 0.2907 | 16.1579 | 614 | 0.7487 | 0.0909 | 0.7487 | 0.8653 |
|
| 359 |
+
| 0.2907 | 16.2105 | 616 | 0.8143 | -0.0892 | 0.8143 | 0.9024 |
|
| 360 |
+
| 0.2907 | 16.2632 | 618 | 0.8970 | 0.0377 | 0.8970 | 0.9471 |
|
| 361 |
+
| 0.2907 | 16.3158 | 620 | 0.9197 | 0.0458 | 0.9197 | 0.9590 |
|
| 362 |
+
| 0.2907 | 16.3684 | 622 | 0.8964 | 0.0783 | 0.8964 | 0.9468 |
|
| 363 |
+
| 0.2907 | 16.4211 | 624 | 0.8795 | 0.1077 | 0.8795 | 0.9378 |
|
| 364 |
+
| 0.2907 | 16.4737 | 626 | 0.8833 | 0.1077 | 0.8833 | 0.9399 |
|
| 365 |
+
| 0.2907 | 16.5263 | 628 | 0.8944 | 0.1396 | 0.8944 | 0.9457 |
|
| 366 |
+
| 0.2907 | 16.5789 | 630 | 0.8855 | 0.1396 | 0.8855 | 0.9410 |
|
| 367 |
+
| 0.2907 | 16.6316 | 632 | 0.8566 | 0.0331 | 0.8566 | 0.9255 |
|
| 368 |
+
| 0.2907 | 16.6842 | 634 | 0.8385 | -0.0307 | 0.8385 | 0.9157 |
|
| 369 |
+
| 0.2907 | 16.7368 | 636 | 0.8523 | 0.0271 | 0.8523 | 0.9232 |
|
| 370 |
+
| 0.2907 | 16.7895 | 638 | 0.8259 | -0.0307 | 0.8259 | 0.9088 |
|
| 371 |
+
| 0.2907 | 16.8421 | 640 | 0.8592 | 0.0297 | 0.8592 | 0.9269 |
|
| 372 |
+
| 0.2907 | 16.8947 | 642 | 0.9063 | 0.0443 | 0.9063 | 0.9520 |
|
| 373 |
+
| 0.2907 | 16.9474 | 644 | 0.9830 | 0.0799 | 0.9830 | 0.9914 |
|
| 374 |
+
| 0.2907 | 17.0 | 646 | 0.9516 | 0.0789 | 0.9516 | 0.9755 |
|
| 375 |
+
| 0.2907 | 17.0526 | 648 | 0.8441 | -0.0015 | 0.8441 | 0.9187 |
|
| 376 |
+
| 0.2907 | 17.1053 | 650 | 0.7986 | 0.0196 | 0.7986 | 0.8937 |
|
| 377 |
+
| 0.2907 | 17.1579 | 652 | 0.7817 | 0.0598 | 0.7817 | 0.8841 |
|
| 378 |
+
| 0.2907 | 17.2105 | 654 | 0.8018 | -0.0307 | 0.8018 | 0.8955 |
|
| 379 |
+
| 0.2907 | 17.2632 | 656 | 0.8051 | 0.0110 | 0.8051 | 0.8973 |
|
| 380 |
+
| 0.2907 | 17.3158 | 658 | 0.8605 | 0.0007 | 0.8605 | 0.9276 |
|
| 381 |
+
| 0.2907 | 17.3684 | 660 | 0.9253 | 0.0767 | 0.9253 | 0.9619 |
|
| 382 |
+
| 0.2907 | 17.4211 | 662 | 0.9510 | 0.0492 | 0.9510 | 0.9752 |
|
| 383 |
+
| 0.2907 | 17.4737 | 664 | 0.9467 | -0.0521 | 0.9467 | 0.9730 |
|
| 384 |
+
| 0.2907 | 17.5263 | 666 | 0.9699 | 0.0816 | 0.9699 | 0.9849 |
|
| 385 |
+
| 0.2907 | 17.5789 | 668 | 0.9071 | 0.1343 | 0.9071 | 0.9524 |
|
| 386 |
+
| 0.2907 | 17.6316 | 670 | 0.8236 | 0.0879 | 0.8236 | 0.9075 |
|
| 387 |
+
| 0.2907 | 17.6842 | 672 | 0.7935 | 0.0834 | 0.7935 | 0.8908 |
|
| 388 |
+
| 0.2907 | 17.7368 | 674 | 0.7755 | -0.0228 | 0.7755 | 0.8806 |
|
| 389 |
+
| 0.2907 | 17.7895 | 676 | 0.7775 | 0.0814 | 0.7775 | 0.8817 |
|
| 390 |
+
| 0.2907 | 17.8421 | 678 | 0.8059 | -0.0859 | 0.8059 | 0.8977 |
|
| 391 |
+
| 0.2907 | 17.8947 | 680 | 0.8927 | 0.0377 | 0.8927 | 0.9448 |
|
| 392 |
+
| 0.2907 | 17.9474 | 682 | 0.9209 | 0.1442 | 0.9209 | 0.9596 |
|
| 393 |
+
| 0.2907 | 18.0 | 684 | 0.8737 | -0.0941 | 0.8737 | 0.9347 |
|
| 394 |
+
| 0.2907 | 18.0526 | 686 | 0.8147 | -0.0385 | 0.8147 | 0.9026 |
|
| 395 |
+
| 0.2907 | 18.1053 | 688 | 0.7902 | -0.0473 | 0.7902 | 0.8889 |
|
| 396 |
+
| 0.2907 | 18.1579 | 690 | 0.7610 | 0.0555 | 0.7610 | 0.8724 |
|
| 397 |
+
| 0.2907 | 18.2105 | 692 | 0.7783 | 0.0122 | 0.7783 | 0.8822 |
|
| 398 |
+
| 0.2907 | 18.2632 | 694 | 0.8195 | 0.0123 | 0.8195 | 0.9053 |
|
| 399 |
+
| 0.2907 | 18.3158 | 696 | 0.8727 | 0.0185 | 0.8727 | 0.9342 |
|
| 400 |
+
| 0.2907 | 18.3684 | 698 | 0.9322 | 0.0966 | 0.9322 | 0.9655 |
|
| 401 |
+
| 0.2907 | 18.4211 | 700 | 0.9547 | 0.0977 | 0.9547 | 0.9771 |
|
| 402 |
+
| 0.2907 | 18.4737 | 702 | 0.8858 | 0.0559 | 0.8858 | 0.9412 |
|
| 403 |
+
| 0.2907 | 18.5263 | 704 | 0.8458 | -0.0357 | 0.8458 | 0.9197 |
|
| 404 |
+
| 0.2907 | 18.5789 | 706 | 0.8061 | -0.0054 | 0.8061 | 0.8978 |
|
| 405 |
+
| 0.2907 | 18.6316 | 708 | 0.7903 | 0.0503 | 0.7903 | 0.8890 |
|
| 406 |
+
| 0.2907 | 18.6842 | 710 | 0.8441 | -0.0089 | 0.8441 | 0.9188 |
|
| 407 |
+
| 0.2907 | 18.7368 | 712 | 0.9173 | 0.0420 | 0.9173 | 0.9578 |
|
| 408 |
+
| 0.2907 | 18.7895 | 714 | 0.9227 | 0.0420 | 0.9227 | 0.9606 |
|
| 409 |
+
| 0.2907 | 18.8421 | 716 | 0.8521 | -0.0040 | 0.8521 | 0.9231 |
|
| 410 |
+
| 0.2907 | 18.8947 | 718 | 0.7640 | 0.0064 | 0.7640 | 0.8741 |
|
| 411 |
+
| 0.2907 | 18.9474 | 720 | 0.7475 | 0.0471 | 0.7475 | 0.8646 |
|
| 412 |
+
| 0.2907 | 19.0 | 722 | 0.7539 | 0.0414 | 0.7539 | 0.8682 |
|
| 413 |
+
| 0.2907 | 19.0526 | 724 | 0.7747 | 0.0471 | 0.7747 | 0.8802 |
|
| 414 |
+
| 0.2907 | 19.1053 | 726 | 0.7809 | 0.0061 | 0.7809 | 0.8837 |
|
| 415 |
+
| 0.2907 | 19.1579 | 728 | 0.8213 | 0.0260 | 0.8213 | 0.9063 |
|
| 416 |
+
| 0.2907 | 19.2105 | 730 | 0.8365 | 0.0345 | 0.8365 | 0.9146 |
|
| 417 |
+
| 0.2907 | 19.2632 | 732 | 0.8477 | 0.0377 | 0.8477 | 0.9207 |
|
| 418 |
+
| 0.2907 | 19.3158 | 734 | 0.8376 | 0.0756 | 0.8376 | 0.9152 |
|
| 419 |
+
| 0.2907 | 19.3684 | 736 | 0.7905 | -0.0345 | 0.7905 | 0.8891 |
|
| 420 |
+
| 0.2907 | 19.4211 | 738 | 0.7603 | -0.0428 | 0.7603 | 0.8720 |
|
| 421 |
+
| 0.2907 | 19.4737 | 740 | 0.7435 | 0.0061 | 0.7435 | 0.8623 |
|
| 422 |
+
| 0.2907 | 19.5263 | 742 | 0.7823 | 0.0141 | 0.7823 | 0.8845 |
|
| 423 |
+
| 0.2907 | 19.5789 | 744 | 0.8239 | 0.0268 | 0.8239 | 0.9077 |
|
| 424 |
+
| 0.2907 | 19.6316 | 746 | 0.8702 | 0.1414 | 0.8702 | 0.9329 |
|
| 425 |
+
| 0.2907 | 19.6842 | 748 | 0.8394 | -0.0039 | 0.8394 | 0.9162 |
|
| 426 |
+
| 0.2907 | 19.7368 | 750 | 0.7729 | 0.0141 | 0.7729 | 0.8791 |
|
| 427 |
+
| 0.2907 | 19.7895 | 752 | 0.7408 | 0.0094 | 0.7408 | 0.8607 |
|
| 428 |
+
| 0.2907 | 19.8421 | 754 | 0.7238 | 0.0064 | 0.7238 | 0.8508 |
|
| 429 |
+
| 0.2907 | 19.8947 | 756 | 0.7410 | 0.0094 | 0.7410 | 0.8608 |
|
| 430 |
+
| 0.2907 | 19.9474 | 758 | 0.7442 | 0.0571 | 0.7442 | 0.8627 |
|
| 431 |
+
| 0.2907 | 20.0 | 760 | 0.7577 | 0.1080 | 0.7577 | 0.8705 |
|
| 432 |
+
| 0.2907 | 20.0526 | 762 | 0.7941 | 0.0209 | 0.7941 | 0.8911 |
|
| 433 |
+
| 0.2907 | 20.1053 | 764 | 0.8291 | 0.0303 | 0.8291 | 0.9105 |
|
| 434 |
+
| 0.2907 | 20.1579 | 766 | 0.8330 | 0.0303 | 0.8330 | 0.9127 |
|
| 435 |
+
| 0.2907 | 20.2105 | 768 | 0.8228 | -0.0138 | 0.8228 | 0.9071 |
|
| 436 |
+
| 0.2907 | 20.2632 | 770 | 0.8340 | 0.0303 | 0.8340 | 0.9133 |
|
| 437 |
+
| 0.2907 | 20.3158 | 772 | 0.8716 | 0.1428 | 0.8716 | 0.9336 |
|
| 438 |
+
| 0.2907 | 20.3684 | 774 | 0.8968 | 0.1414 | 0.8968 | 0.9470 |
|
| 439 |
+
| 0.2907 | 20.4211 | 776 | 0.9095 | 0.1114 | 0.9095 | 0.9537 |
|
| 440 |
+
| 0.2907 | 20.4737 | 778 | 0.8533 | 0.0257 | 0.8533 | 0.9238 |
|
| 441 |
+
| 0.2907 | 20.5263 | 780 | 0.8298 | -0.0500 | 0.8298 | 0.9109 |
|
| 442 |
+
| 0.2907 | 20.5789 | 782 | 0.8278 | 0.0129 | 0.8278 | 0.9098 |
|
| 443 |
+
| 0.2907 | 20.6316 | 784 | 0.8045 | -0.0264 | 0.8045 | 0.8970 |
|
| 444 |
+
| 0.2907 | 20.6842 | 786 | 0.7543 | 0.1444 | 0.7543 | 0.8685 |
|
| 445 |
+
| 0.2907 | 20.7368 | 788 | 0.7495 | -0.0428 | 0.7495 | 0.8658 |
|
| 446 |
+
| 0.2907 | 20.7895 | 790 | 0.7748 | -0.0385 | 0.7748 | 0.8802 |
|
| 447 |
+
| 0.2907 | 20.8421 | 792 | 0.7807 | -0.0385 | 0.7807 | 0.8836 |
|
| 448 |
+
| 0.2907 | 20.8947 | 794 | 0.7768 | 0.0571 | 0.7768 | 0.8814 |
|
| 449 |
+
| 0.2907 | 20.9474 | 796 | 0.7789 | 0.0585 | 0.7789 | 0.8826 |
|
| 450 |
+
| 0.2907 | 21.0 | 798 | 0.7860 | 0.0585 | 0.7860 | 0.8866 |
|
| 451 |
+
| 0.2907 | 21.0526 | 800 | 0.7719 | 0.0571 | 0.7719 | 0.8786 |
|
| 452 |
+
| 0.2907 | 21.1053 | 802 | 0.7614 | 0.1026 | 0.7614 | 0.8726 |
|
| 453 |
+
| 0.2907 | 21.1579 | 804 | 0.7537 | 0.1026 | 0.7537 | 0.8681 |
|
| 454 |
+
| 0.2907 | 21.2105 | 806 | 0.7693 | 0.0571 | 0.7693 | 0.8771 |
|
| 455 |
+
| 0.2907 | 21.2632 | 808 | 0.8270 | -0.0173 | 0.8270 | 0.9094 |
|
| 456 |
+
| 0.2907 | 21.3158 | 810 | 0.8888 | -0.1194 | 0.8888 | 0.9428 |
|
| 457 |
+
| 0.2907 | 21.3684 | 812 | 0.8545 | -0.0150 | 0.8545 | 0.9244 |
|
| 458 |
+
| 0.2907 | 21.4211 | 814 | 0.7707 | -0.0385 | 0.7707 | 0.8779 |
|
| 459 |
+
| 0.2907 | 21.4737 | 816 | 0.7388 | 0.1512 | 0.7388 | 0.8595 |
|
| 460 |
+
| 0.2907 | 21.5263 | 818 | 0.7541 | 0.0225 | 0.7541 | 0.8684 |
|
| 461 |
+
| 0.2907 | 21.5789 | 820 | 0.7590 | 0.0225 | 0.7590 | 0.8712 |
|
| 462 |
+
| 0.2907 | 21.6316 | 822 | 0.7336 | 0.1379 | 0.7336 | 0.8565 |
|
| 463 |
+
| 0.2907 | 21.6842 | 824 | 0.7325 | 0.0555 | 0.7325 | 0.8559 |
|
| 464 |
+
| 0.2907 | 21.7368 | 826 | 0.7832 | -0.1010 | 0.7832 | 0.8850 |
|
| 465 |
+
| 0.2907 | 21.7895 | 828 | 0.8198 | -0.1917 | 0.8198 | 0.9054 |
|
| 466 |
+
| 0.2907 | 21.8421 | 830 | 0.7912 | -0.0428 | 0.7912 | 0.8895 |
|
| 467 |
+
| 0.2907 | 21.8947 | 832 | 0.7787 | -0.1398 | 0.7787 | 0.8824 |
|
| 468 |
+
| 0.2907 | 21.9474 | 834 | 0.8097 | 0.0710 | 0.8097 | 0.8998 |
|
| 469 |
+
| 0.2907 | 22.0 | 836 | 0.8975 | 0.1422 | 0.8975 | 0.9473 |
|
| 470 |
+
| 0.2907 | 22.0526 | 838 | 0.9731 | 0.1144 | 0.9731 | 0.9865 |
|
| 471 |
+
| 0.2907 | 22.1053 | 840 | 0.9725 | 0.0837 | 0.9725 | 0.9861 |
|
| 472 |
+
| 0.2907 | 22.1579 | 842 | 0.8999 | 0.0406 | 0.8999 | 0.9486 |
|
| 473 |
+
| 0.2907 | 22.2105 | 844 | 0.8321 | -0.0774 | 0.8321 | 0.9122 |
|
| 474 |
+
| 0.2907 | 22.2632 | 846 | 0.7747 | -0.0499 | 0.7747 | 0.8802 |
|
| 475 |
+
| 0.2907 | 22.3158 | 848 | 0.7633 | -0.0551 | 0.7633 | 0.8737 |
|
| 476 |
+
| 0.2907 | 22.3684 | 850 | 0.7501 | 0.0 | 0.7501 | 0.8661 |
|
| 477 |
+
| 0.2907 | 22.4211 | 852 | 0.7113 | 0.0555 | 0.7113 | 0.8434 |
|
| 478 |
+
| 0.2907 | 22.4737 | 854 | 0.6887 | 0.1021 | 0.6887 | 0.8299 |
|
| 479 |
+
| 0.2907 | 22.5263 | 856 | 0.6894 | 0.1379 | 0.6894 | 0.8303 |
|
| 480 |
+
| 0.2907 | 22.5789 | 858 | 0.6981 | 0.0909 | 0.6981 | 0.8355 |
|
| 481 |
+
| 0.2907 | 22.6316 | 860 | 0.7270 | 0.1082 | 0.7270 | 0.8526 |
|
| 482 |
+
| 0.2907 | 22.6842 | 862 | 0.7465 | 0.0587 | 0.7465 | 0.8640 |
|
| 483 |
+
| 0.2907 | 22.7368 | 864 | 0.7783 | -0.0473 | 0.7783 | 0.8822 |
|
| 484 |
+
| 0.2907 | 22.7895 | 866 | 0.7775 | -0.0473 | 0.7775 | 0.8818 |
|
| 485 |
+
| 0.2907 | 22.8421 | 868 | 0.7502 | -0.0541 | 0.7502 | 0.8661 |
|
| 486 |
+
| 0.2907 | 22.8947 | 870 | 0.7386 | -0.0033 | 0.7386 | 0.8594 |
|
| 487 |
+
| 0.2907 | 22.9474 | 872 | 0.7660 | -0.0892 | 0.7660 | 0.8752 |
|
| 488 |
+
| 0.2907 | 23.0 | 874 | 0.8390 | -0.1142 | 0.8390 | 0.9160 |
|
| 489 |
+
| 0.2907 | 23.0526 | 876 | 0.8495 | -0.0633 | 0.8495 | 0.9217 |
|
| 490 |
+
| 0.2907 | 23.1053 | 878 | 0.8338 | -0.1142 | 0.8338 | 0.9131 |
|
| 491 |
+
| 0.2907 | 23.1579 | 880 | 0.8182 | -0.0724 | 0.8182 | 0.9045 |
|
| 492 |
+
| 0.2907 | 23.2105 | 882 | 0.7603 | -0.1067 | 0.7603 | 0.8720 |
|
| 493 |
+
| 0.2907 | 23.2632 | 884 | 0.7094 | 0.0964 | 0.7094 | 0.8423 |
|
| 494 |
+
| 0.2907 | 23.3158 | 886 | 0.7090 | 0.1379 | 0.7090 | 0.8420 |
|
| 495 |
+
| 0.2907 | 23.3684 | 888 | 0.7072 | 0.1379 | 0.7072 | 0.8409 |
|
| 496 |
+
| 0.2907 | 23.4211 | 890 | 0.7151 | 0.1082 | 0.7151 | 0.8456 |
|
| 497 |
+
| 0.2907 | 23.4737 | 892 | 0.7924 | -0.0451 | 0.7924 | 0.8902 |
|
| 498 |
+
| 0.2907 | 23.5263 | 894 | 0.9035 | -0.0377 | 0.9035 | 0.9505 |
|
| 499 |
+
| 0.2907 | 23.5789 | 896 | 0.9600 | 0.1149 | 0.9600 | 0.9798 |
|
| 500 |
+
| 0.2907 | 23.6316 | 898 | 0.9432 | 0.0810 | 0.9432 | 0.9712 |
|
| 501 |
+
| 0.2907 | 23.6842 | 900 | 0.8749 | -0.1354 | 0.8749 | 0.9353 |
|
| 502 |
+
| 0.2907 | 23.7368 | 902 | 0.8082 | -0.0892 | 0.8082 | 0.8990 |
|
| 503 |
+
| 0.2907 | 23.7895 | 904 | 0.7885 | -0.0118 | 0.7885 | 0.8879 |
|
| 504 |
+
| 0.2907 | 23.8421 | 906 | 0.7970 | 0.0247 | 0.7970 | 0.8927 |
|
| 505 |
+
| 0.2907 | 23.8947 | 908 | 0.7875 | 0.1318 | 0.7875 | 0.8874 |
|
| 506 |
+
| 0.2907 | 23.9474 | 910 | 0.7665 | 0.0863 | 0.7665 | 0.8755 |
|
| 507 |
+
| 0.2907 | 24.0 | 912 | 0.7629 | 0.0 | 0.7629 | 0.8734 |
|
| 508 |
+
| 0.2907 | 24.0526 | 914 | 0.7607 | 0.0555 | 0.7607 | 0.8722 |
|
| 509 |
+
| 0.2907 | 24.1053 | 916 | 0.7527 | 0.0 | 0.7527 | 0.8676 |
|
| 510 |
+
| 0.2907 | 24.1579 | 918 | 0.7501 | 0.0 | 0.7501 | 0.8661 |
|
| 511 |
+
| 0.2907 | 24.2105 | 920 | 0.7711 | 0.0 | 0.7711 | 0.8781 |
|
| 512 |
+
| 0.2907 | 24.2632 | 922 | 0.7754 | 0.0 | 0.7754 | 0.8806 |
|
| 513 |
+
| 0.2907 | 24.3158 | 924 | 0.8010 | -0.0551 | 0.8010 | 0.8950 |
|
| 514 |
+
| 0.2907 | 24.3684 | 926 | 0.8119 | -0.1547 | 0.8119 | 0.9010 |
|
| 515 |
+
| 0.2907 | 24.4211 | 928 | 0.8127 | 0.0595 | 0.8127 | 0.9015 |
|
| 516 |
+
| 0.2907 | 24.4737 | 930 | 0.7843 | -0.0465 | 0.7843 | 0.8856 |
|
| 517 |
+
| 0.2907 | 24.5263 | 932 | 0.7563 | -0.0118 | 0.7563 | 0.8697 |
|
| 518 |
+
| 0.2907 | 24.5789 | 934 | 0.7480 | -0.0118 | 0.7480 | 0.8649 |
|
| 519 |
+
| 0.2907 | 24.6316 | 936 | 0.7590 | -0.1033 | 0.7590 | 0.8712 |
|
| 520 |
+
| 0.2907 | 24.6842 | 938 | 0.7695 | -0.0465 | 0.7695 | 0.8772 |
|
| 521 |
+
| 0.2907 | 24.7368 | 940 | 0.7738 | -0.0426 | 0.7738 | 0.8797 |
|
| 522 |
+
| 0.2907 | 24.7895 | 942 | 0.7792 | -0.0387 | 0.7792 | 0.8827 |
|
| 523 |
+
| 0.2907 | 24.8421 | 944 | 0.7658 | -0.0446 | 0.7658 | 0.8751 |
|
| 524 |
+
| 0.2907 | 24.8947 | 946 | 0.7373 | 0.0355 | 0.7373 | 0.8587 |
|
| 525 |
+
| 0.2907 | 24.9474 | 948 | 0.7367 | 0.0318 | 0.7367 | 0.8583 |
|
| 526 |
+
| 0.2907 | 25.0 | 950 | 0.7409 | 0.0318 | 0.7409 | 0.8608 |
|
| 527 |
+
| 0.2907 | 25.0526 | 952 | 0.7508 | 0.0918 | 0.7508 | 0.8665 |
|
| 528 |
+
| 0.2907 | 25.1053 | 954 | 0.7858 | -0.0370 | 0.7858 | 0.8865 |
|
| 529 |
+
| 0.2907 | 25.1579 | 956 | 0.8660 | 0.0363 | 0.8660 | 0.9306 |
|
| 530 |
+
| 0.2907 | 25.2105 | 958 | 0.8883 | 0.1159 | 0.8883 | 0.9425 |
|
| 531 |
+
| 0.2907 | 25.2632 | 960 | 0.8351 | -0.0738 | 0.8351 | 0.9138 |
|
| 532 |
+
| 0.2907 | 25.3158 | 962 | 0.7701 | -0.0473 | 0.7701 | 0.8775 |
|
| 533 |
+
| 0.2907 | 25.3684 | 964 | 0.7246 | 0.0436 | 0.7246 | 0.8512 |
|
| 534 |
+
| 0.2907 | 25.4211 | 966 | 0.7069 | 0.0964 | 0.7069 | 0.8407 |
|
| 535 |
+
| 0.2907 | 25.4737 | 968 | 0.6996 | 0.1444 | 0.6996 | 0.8364 |
|
| 536 |
+
| 0.2907 | 25.5263 | 970 | 0.7038 | 0.1444 | 0.7038 | 0.8389 |
|
| 537 |
+
| 0.2907 | 25.5789 | 972 | 0.7114 | 0.1444 | 0.7114 | 0.8434 |
|
| 538 |
+
| 0.2907 | 25.6316 | 974 | 0.7295 | 0.0436 | 0.7295 | 0.8541 |
|
| 539 |
+
| 0.2907 | 25.6842 | 976 | 0.7576 | 0.0 | 0.7576 | 0.8704 |
|
| 540 |
+
| 0.2907 | 25.7368 | 978 | 0.7592 | 0.0 | 0.7592 | 0.8713 |
|
| 541 |
+
| 0.2907 | 25.7895 | 980 | 0.7417 | 0.0 | 0.7417 | 0.8612 |
|
| 542 |
+
| 0.2907 | 25.8421 | 982 | 0.7211 | 0.0479 | 0.7211 | 0.8492 |
|
| 543 |
+
| 0.2907 | 25.8947 | 984 | 0.7279 | 0.0436 | 0.7279 | 0.8532 |
|
| 544 |
+
| 0.2907 | 25.9474 | 986 | 0.7433 | -0.0578 | 0.7433 | 0.8621 |
|
| 545 |
+
| 0.2907 | 26.0 | 988 | 0.7982 | -0.0370 | 0.7982 | 0.8934 |
|
| 546 |
+
| 0.2907 | 26.0526 | 990 | 0.8974 | 0.0365 | 0.8974 | 0.9473 |
|
| 547 |
+
| 0.2907 | 26.1053 | 992 | 0.9719 | 0.1111 | 0.9719 | 0.9859 |
|
| 548 |
+
| 0.2907 | 26.1579 | 994 | 0.9529 | 0.0789 | 0.9528 | 0.9761 |
|
| 549 |
+
| 0.2907 | 26.2105 | 996 | 0.8761 | -0.0037 | 0.8761 | 0.9360 |
|
| 550 |
+
| 0.2907 | 26.2632 | 998 | 0.8019 | -0.0407 | 0.8019 | 0.8955 |
|
| 551 |
+
| 0.0567 | 26.3158 | 1000 | 0.7793 | -0.0086 | 0.7793 | 0.8828 |
|
| 552 |
+
| 0.0567 | 26.3684 | 1002 | 0.7876 | -0.0113 | 0.7876 | 0.8875 |
|
| 553 |
+
| 0.0567 | 26.4211 | 1004 | 0.7999 | -0.0599 | 0.7999 | 0.8944 |
|
| 554 |
+
| 0.0567 | 26.4737 | 1006 | 0.8151 | -0.0483 | 0.8151 | 0.9028 |
|
| 555 |
+
| 0.0567 | 26.5263 | 1008 | 0.8433 | 0.1393 | 0.8433 | 0.9183 |
|
| 556 |
+
| 0.0567 | 26.5789 | 1010 | 0.8567 | 0.0656 | 0.8567 | 0.9256 |
|
| 557 |
+
| 0.0567 | 26.6316 | 1012 | 0.8425 | 0.0644 | 0.8425 | 0.9179 |
|
| 558 |
+
| 0.0567 | 26.6842 | 1014 | 0.8123 | -0.0493 | 0.8123 | 0.9013 |
|
| 559 |
+
| 0.0567 | 26.7368 | 1016 | 0.7791 | 0.0436 | 0.7791 | 0.8827 |
|
| 560 |
+
| 0.0567 | 26.7895 | 1018 | 0.7665 | 0.0436 | 0.7665 | 0.8755 |
|
| 561 |
+
| 0.0567 | 26.8421 | 1020 | 0.7658 | 0.0524 | 0.7658 | 0.8751 |
|
| 562 |
+
| 0.0567 | 26.8947 | 1022 | 0.7658 | 0.0524 | 0.7658 | 0.8751 |
|
| 563 |
+
| 0.0567 | 26.9474 | 1024 | 0.7520 | 0.0964 | 0.7520 | 0.8672 |
|
| 564 |
+
| 0.0567 | 27.0 | 1026 | 0.7428 | 0.0964 | 0.7428 | 0.8619 |
|
| 565 |
+
| 0.0567 | 27.0526 | 1028 | 0.7578 | 0.0964 | 0.7578 | 0.8705 |
|
| 566 |
+
| 0.0567 | 27.1053 | 1030 | 0.7877 | -0.0513 | 0.7877 | 0.8875 |
|
| 567 |
+
| 0.0567 | 27.1579 | 1032 | 0.8373 | -0.0345 | 0.8373 | 0.9151 |
|
| 568 |
+
| 0.0567 | 27.2105 | 1034 | 0.8211 | -0.0345 | 0.8211 | 0.9061 |
|
| 569 |
+
| 0.0567 | 27.2632 | 1036 | 0.7593 | -0.0493 | 0.7593 | 0.8714 |
|
| 570 |
+
| 0.0567 | 27.3158 | 1038 | 0.7245 | 0.0964 | 0.7245 | 0.8512 |
|
| 571 |
+
| 0.0567 | 27.3684 | 1040 | 0.7263 | 0.1318 | 0.7263 | 0.8522 |
|
| 572 |
+
| 0.0567 | 27.4211 | 1042 | 0.7387 | 0.1318 | 0.7387 | 0.8595 |
|
| 573 |
+
| 0.0567 | 27.4737 | 1044 | 0.7387 | 0.1318 | 0.7387 | 0.8595 |
|
| 574 |
+
| 0.0567 | 27.5263 | 1046 | 0.7467 | 0.1318 | 0.7467 | 0.8641 |
|
| 575 |
+
| 0.0567 | 27.5789 | 1048 | 0.7618 | -0.0578 | 0.7618 | 0.8728 |
|
| 576 |
+
| 0.0567 | 27.6316 | 1050 | 0.7827 | -0.0532 | 0.7827 | 0.8847 |
|
| 577 |
+
| 0.0567 | 27.6842 | 1052 | 0.7964 | -0.0488 | 0.7964 | 0.8924 |
|
| 578 |
+
| 0.0567 | 27.7368 | 1054 | 0.8210 | -0.0949 | 0.8210 | 0.9061 |
|
| 579 |
+
| 0.0567 | 27.7895 | 1056 | 0.8281 | -0.0949 | 0.8281 | 0.9100 |
|
| 580 |
+
|
| 581 |
+
|
| 582 |
+
### Framework versions
|
| 583 |
+
|
| 584 |
+
- Transformers 4.44.2
|
| 585 |
+
- Pytorch 2.4.0+cu118
|
| 586 |
+
- Datasets 2.21.0
|
| 587 |
+
- 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 sha256:2b4cd1ee9d1103c637afdb251f9d095753023ef0b177989961e1f2bd87dbfa5d
|
| 3 |
+
size 540799996
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:4d2864291122b2b21f1a8dbf8ec49574331d64c5b06ead3ec09df3922fcec184
|
| 3 |
+
size 5304
|