End of training
Browse files
README.md
ADDED
|
@@ -0,0 +1,225 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
library_name: transformers
|
| 3 |
+
license: apache-2.0
|
| 4 |
+
base_model: facebook/detr-resnet-50
|
| 5 |
+
tags:
|
| 6 |
+
- generated_from_trainer
|
| 7 |
+
model-index:
|
| 8 |
+
- name: chickens-composite-201616161616-150-epochs-w-transform
|
| 9 |
+
results: []
|
| 10 |
+
---
|
| 11 |
+
|
| 12 |
+
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
| 13 |
+
should probably proofread and complete it, then remove this comment. -->
|
| 14 |
+
|
| 15 |
+
# chickens-composite-201616161616-150-epochs-w-transform
|
| 16 |
+
|
| 17 |
+
This model is a fine-tuned version of [facebook/detr-resnet-50](https://huggingface.co/facebook/detr-resnet-50) on the None dataset.
|
| 18 |
+
It achieves the following results on the evaluation set:
|
| 19 |
+
- Loss: 0.2864
|
| 20 |
+
- Map: 0.7992
|
| 21 |
+
- Map 50: 0.9637
|
| 22 |
+
- Map 75: 0.8989
|
| 23 |
+
- Map Small: 0.3428
|
| 24 |
+
- Map Medium: 0.8051
|
| 25 |
+
- Map Large: 0.8153
|
| 26 |
+
- Mar 1: 0.3162
|
| 27 |
+
- Mar 10: 0.8378
|
| 28 |
+
- Mar 100: 0.843
|
| 29 |
+
- Mar Small: 0.4381
|
| 30 |
+
- Mar Medium: 0.8463
|
| 31 |
+
- Mar Large: 0.8551
|
| 32 |
+
- Map Chicken: 0.7833
|
| 33 |
+
- Mar 100 Chicken: 0.8298
|
| 34 |
+
- Map Duck: 0.747
|
| 35 |
+
- Mar 100 Duck: 0.7979
|
| 36 |
+
- Map Plant: 0.8672
|
| 37 |
+
- Mar 100 Plant: 0.9012
|
| 38 |
+
|
| 39 |
+
## Model description
|
| 40 |
+
|
| 41 |
+
More information needed
|
| 42 |
+
|
| 43 |
+
## Intended uses & limitations
|
| 44 |
+
|
| 45 |
+
More information needed
|
| 46 |
+
|
| 47 |
+
## Training and evaluation data
|
| 48 |
+
|
| 49 |
+
More information needed
|
| 50 |
+
|
| 51 |
+
## Training procedure
|
| 52 |
+
|
| 53 |
+
### Training hyperparameters
|
| 54 |
+
|
| 55 |
+
The following hyperparameters were used during training:
|
| 56 |
+
- learning_rate: 1e-05
|
| 57 |
+
- train_batch_size: 2
|
| 58 |
+
- eval_batch_size: 8
|
| 59 |
+
- seed: 42
|
| 60 |
+
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
|
| 61 |
+
- lr_scheduler_type: cosine
|
| 62 |
+
- num_epochs: 150
|
| 63 |
+
|
| 64 |
+
### Training results
|
| 65 |
+
|
| 66 |
+
| Training Loss | Epoch | Step | Validation Loss | Map | Map 50 | Map 75 | Map Chicken | Map Duck | Map Large | Map Medium | Map Plant | Map Small | Mar 1 | Mar 10 | Mar 100 | Mar 100 Chicken | Mar 100 Duck | Mar 100 Plant | Mar Large | Mar Medium | Mar Small |
|
| 67 |
+
|:-------------:|:-----:|:-----:|:---------------:|:------:|:------:|:------:|:-----------:|:--------:|:---------:|:----------:|:---------:|:---------:|:------:|:------:|:-------:|:---------------:|:------------:|:-------------:|:---------:|:----------:|:---------:|
|
| 68 |
+
| 1.3747 | 1.0 | 500 | 1.3787 | 0.1018 | 0.1491 | 0.1155 | 0.0363 | 0.0 | 0.1826 | 0.0495 | 0.2691 | 0.006 | 0.0524 | 0.2694 | 0.355 | 0.3643 | 0.0 | 0.7006 | 0.3925 | 0.3288 | 0.0262 |
|
| 69 |
+
| 1.2078 | 2.0 | 1000 | 1.2359 | 0.2048 | 0.2894 | 0.2385 | 0.0858 | 0.0 | 0.2865 | 0.1101 | 0.5287 | 0.0066 | 0.086 | 0.3365 | 0.4465 | 0.604 | 0.0 | 0.7355 | 0.4846 | 0.4144 | 0.0895 |
|
| 70 |
+
| 1.0716 | 3.0 | 1500 | 1.0378 | 0.2591 | 0.3743 | 0.304 | 0.1358 | 0.0 | 0.2992 | 0.1831 | 0.6414 | 0.0233 | 0.1024 | 0.3601 | 0.3717 | 0.3921 | 0.0 | 0.723 | 0.3834 | 0.3414 | 0.0519 |
|
| 71 |
+
| 1.0097 | 4.0 | 2000 | 0.9668 | 0.2911 | 0.4199 | 0.3426 | 0.2048 | 0.0 | 0.3254 | 0.2382 | 0.6684 | 0.0787 | 0.1131 | 0.3961 | 0.4091 | 0.4976 | 0.0 | 0.7297 | 0.4087 | 0.3777 | 0.1333 |
|
| 72 |
+
| 0.6756 | 5.0 | 2500 | 0.8939 | 0.3274 | 0.4611 | 0.3732 | 0.2788 | 0.0 | 0.3693 | 0.2915 | 0.7034 | 0.0597 | 0.1245 | 0.449 | 0.4744 | 0.6635 | 0.0 | 0.7597 | 0.4895 | 0.453 | 0.1271 |
|
| 73 |
+
| 0.814 | 6.0 | 3000 | 0.8398 | 0.3292 | 0.4681 | 0.3844 | 0.3025 | 0.0 | 0.373 | 0.2896 | 0.6851 | 0.0637 | 0.1184 | 0.4607 | 0.4753 | 0.6802 | 0.0 | 0.7458 | 0.5049 | 0.4418 | 0.1148 |
|
| 74 |
+
| 0.8875 | 7.0 | 3500 | 1.0039 | 0.3382 | 0.5017 | 0.3967 | 0.3663 | 0.0 | 0.359 | 0.2988 | 0.6484 | 0.0382 | 0.1234 | 0.4309 | 0.4331 | 0.6056 | 0.0 | 0.6936 | 0.4519 | 0.3978 | 0.0867 |
|
| 75 |
+
| 0.9457 | 8.0 | 4000 | 0.7726 | 0.3549 | 0.5102 | 0.4198 | 0.3821 | 0.0 | 0.392 | 0.3128 | 0.6827 | 0.0431 | 0.1237 | 0.4609 | 0.4649 | 0.6663 | 0.0 | 0.7285 | 0.4913 | 0.4323 | 0.08 |
|
| 76 |
+
| 0.8339 | 9.0 | 4500 | 0.7188 | 0.3834 | 0.5328 | 0.4389 | 0.4271 | 0.0 | 0.4102 | 0.3461 | 0.7231 | 0.0449 | 0.1309 | 0.4861 | 0.4894 | 0.696 | 0.0 | 0.7721 | 0.5219 | 0.4577 | 0.1381 |
|
| 77 |
+
| 0.7813 | 10.0 | 5000 | 0.7378 | 0.3769 | 0.5485 | 0.4379 | 0.4384 | 0.0 | 0.3971 | 0.3526 | 0.6923 | 0.0362 | 0.124 | 0.4752 | 0.4803 | 0.6909 | 0.0 | 0.75 | 0.5162 | 0.4555 | 0.0833 |
|
| 78 |
+
| 0.7526 | 11.0 | 5500 | 0.6691 | 0.4059 | 0.5667 | 0.457 | 0.4777 | 0.0 | 0.4276 | 0.3719 | 0.7398 | 0.0528 | 0.1346 | 0.4873 | 0.4944 | 0.6956 | 0.0 | 0.7876 | 0.5378 | 0.4618 | 0.1514 |
|
| 79 |
+
| 0.7195 | 12.0 | 6000 | 0.6984 | 0.3983 | 0.5673 | 0.4621 | 0.4728 | 0.0 | 0.4143 | 0.3648 | 0.7222 | 0.0499 | 0.1274 | 0.4797 | 0.4874 | 0.6909 | 0.0 | 0.7712 | 0.5283 | 0.4558 | 0.1281 |
|
| 80 |
+
| 0.6467 | 13.0 | 6500 | 0.6682 | 0.408 | 0.5632 | 0.4939 | 0.5153 | 0.0 | 0.4315 | 0.388 | 0.7087 | 0.0458 | 0.1372 | 0.4872 | 0.49 | 0.7143 | 0.0 | 0.7558 | 0.5251 | 0.4654 | 0.1333 |
|
| 81 |
+
| 0.7253 | 14.0 | 7000 | 0.6210 | 0.4263 | 0.5778 | 0.5001 | 0.5356 | 0.0 | 0.4556 | 0.3959 | 0.7432 | 0.0782 | 0.1364 | 0.506 | 0.5088 | 0.7377 | 0.0 | 0.7888 | 0.5347 | 0.4813 | 0.139 |
|
| 82 |
+
| 0.7234 | 15.0 | 7500 | 0.6613 | 0.406 | 0.5657 | 0.486 | 0.5085 | 0.0 | 0.4334 | 0.3667 | 0.7096 | 0.0572 | 0.1337 | 0.4851 | 0.4885 | 0.7083 | 0.0 | 0.7573 | 0.5213 | 0.4478 | 0.1267 |
|
| 83 |
+
| 0.6467 | 16.0 | 8000 | 0.6621 | 0.4174 | 0.5704 | 0.4886 | 0.5214 | 0.0 | 0.4596 | 0.3702 | 0.7309 | 0.0454 | 0.1354 | 0.4926 | 0.496 | 0.7095 | 0.0 | 0.7785 | 0.539 | 0.4504 | 0.1133 |
|
| 84 |
+
| 0.6227 | 17.0 | 8500 | 0.6304 | 0.4221 | 0.5839 | 0.4954 | 0.5342 | 0.0 | 0.4436 | 0.3929 | 0.732 | 0.0783 | 0.1338 | 0.495 | 0.4977 | 0.7139 | 0.0 | 0.7791 | 0.5317 | 0.4721 | 0.1643 |
|
| 85 |
+
| 0.7302 | 18.0 | 9000 | 0.5794 | 0.4364 | 0.5848 | 0.5177 | 0.5726 | 0.0 | 0.4589 | 0.4131 | 0.7367 | 0.0589 | 0.1399 | 0.5078 | 0.5106 | 0.748 | 0.0 | 0.7836 | 0.5434 | 0.482 | 0.121 |
|
| 86 |
+
| 0.665 | 19.0 | 9500 | 0.5931 | 0.4435 | 0.6047 | 0.5339 | 0.5862 | 0.0 | 0.4622 | 0.4084 | 0.7442 | 0.0897 | 0.1405 | 0.5052 | 0.5099 | 0.7349 | 0.0 | 0.7948 | 0.5396 | 0.4776 | 0.1667 |
|
| 87 |
+
| 0.5947 | 20.0 | 10000 | 0.5701 | 0.4626 | 0.6084 | 0.5475 | 0.615 | 0.0 | 0.4907 | 0.4311 | 0.7728 | 0.0789 | 0.1413 | 0.5173 | 0.5248 | 0.7563 | 0.0 | 0.8182 | 0.5565 | 0.4942 | 0.2052 |
|
| 88 |
+
| 0.5727 | 21.0 | 10500 | 0.5720 | 0.4511 | 0.604 | 0.5269 | 0.5865 | 0.0 | 0.4784 | 0.4265 | 0.7667 | 0.1067 | 0.1369 | 0.5125 | 0.5177 | 0.7389 | 0.0 | 0.8142 | 0.5344 | 0.4946 | 0.229 |
|
| 89 |
+
| 0.5855 | 22.0 | 11000 | 0.5773 | 0.4519 | 0.6125 | 0.5447 | 0.5949 | 0.0 | 0.4783 | 0.4254 | 0.7608 | 0.1236 | 0.1383 | 0.5063 | 0.5118 | 0.7329 | 0.0 | 0.8024 | 0.5333 | 0.4872 | 0.2386 |
|
| 90 |
+
| 0.5441 | 23.0 | 11500 | 0.5694 | 0.4636 | 0.62 | 0.5595 | 0.6198 | 0.0 | 0.4837 | 0.4296 | 0.7709 | 0.0867 | 0.1445 | 0.509 | 0.5137 | 0.7313 | 0.0 | 0.8097 | 0.5346 | 0.4852 | 0.161 |
|
| 91 |
+
| 0.5504 | 24.0 | 12000 | 0.5569 | 0.4653 | 0.6191 | 0.5497 | 0.6305 | 0.0 | 0.4841 | 0.4365 | 0.7653 | 0.0995 | 0.1431 | 0.5149 | 0.5206 | 0.7556 | 0.0 | 0.8064 | 0.5405 | 0.4957 | 0.2229 |
|
| 92 |
+
| 0.5802 | 25.0 | 12500 | 0.5488 | 0.4621 | 0.6168 | 0.5455 | 0.6366 | 0.0 | 0.4952 | 0.431 | 0.7497 | 0.0932 | 0.1458 | 0.5118 | 0.516 | 0.7536 | 0.0 | 0.7945 | 0.541 | 0.491 | 0.1814 |
|
| 93 |
+
| 0.6644 | 26.0 | 13000 | 0.5489 | 0.4709 | 0.6259 | 0.564 | 0.637 | 0.0 | 0.5032 | 0.4382 | 0.7757 | 0.0979 | 0.1449 | 0.515 | 0.5187 | 0.7385 | 0.0 | 0.8176 | 0.5449 | 0.4914 | 0.2129 |
|
| 94 |
+
| 0.5006 | 27.0 | 13500 | 0.5375 | 0.4817 | 0.6348 | 0.5852 | 0.676 | 0.0008 | 0.5099 | 0.4509 | 0.7683 | 0.0954 | 0.1491 | 0.5201 | 0.5249 | 0.7623 | 0.0021 | 0.8103 | 0.5427 | 0.4986 | 0.19 |
|
| 95 |
+
| 0.5194 | 28.0 | 14000 | 0.5161 | 0.4872 | 0.6325 | 0.5795 | 0.6725 | 0.0015 | 0.5126 | 0.4629 | 0.7875 | 0.1579 | 0.1508 | 0.5289 | 0.5343 | 0.7655 | 0.0093 | 0.8282 | 0.5508 | 0.5098 | 0.2424 |
|
| 96 |
+
| 0.5253 | 29.0 | 14500 | 0.5392 | 0.4861 | 0.6461 | 0.5959 | 0.6739 | 0.0158 | 0.5018 | 0.4562 | 0.7685 | 0.1217 | 0.1511 | 0.5204 | 0.5248 | 0.7524 | 0.0144 | 0.8076 | 0.5371 | 0.5038 | 0.2138 |
|
| 97 |
+
| 0.7139 | 30.0 | 15000 | 0.5087 | 0.4933 | 0.6447 | 0.5839 | 0.6846 | 0.0082 | 0.5172 | 0.468 | 0.7873 | 0.0989 | 0.156 | 0.5313 | 0.5363 | 0.7667 | 0.0124 | 0.83 | 0.5527 | 0.5146 | 0.2552 |
|
| 98 |
+
| 0.5975 | 31.0 | 15500 | 0.5136 | 0.5044 | 0.6842 | 0.5915 | 0.6641 | 0.062 | 0.5448 | 0.4764 | 0.787 | 0.1557 | 0.1728 | 0.5681 | 0.575 | 0.7504 | 0.1433 | 0.8312 | 0.5871 | 0.5523 | 0.2838 |
|
| 99 |
+
| 0.6357 | 32.0 | 16000 | 0.5031 | 0.506 | 0.6647 | 0.5959 | 0.7083 | 0.0387 | 0.5347 | 0.4748 | 0.7711 | 0.1292 | 0.166 | 0.5445 | 0.5521 | 0.7778 | 0.067 | 0.8115 | 0.5721 | 0.5279 | 0.3205 |
|
| 100 |
+
| 0.4954 | 33.0 | 16500 | 0.4850 | 0.6026 | 0.7982 | 0.7113 | 0.7038 | 0.3072 | 0.5485 | 0.5987 | 0.7966 | 0.1613 | 0.2289 | 0.6542 | 0.6592 | 0.7687 | 0.3763 | 0.8327 | 0.601 | 0.6559 | 0.2952 |
|
| 101 |
+
| 0.5608 | 34.0 | 17000 | 0.4956 | 0.6291 | 0.8291 | 0.7295 | 0.6904 | 0.4001 | 0.6004 | 0.6177 | 0.7969 | 0.1447 | 0.2403 | 0.6767 | 0.6807 | 0.7512 | 0.4588 | 0.8321 | 0.6434 | 0.6715 | 0.2195 |
|
| 102 |
+
| 0.5545 | 35.0 | 17500 | 0.4593 | 0.6732 | 0.8781 | 0.7947 | 0.7125 | 0.5052 | 0.6504 | 0.6728 | 0.802 | 0.128 | 0.2712 | 0.719 | 0.7231 | 0.7679 | 0.566 | 0.8355 | 0.7029 | 0.7214 | 0.2586 |
|
| 103 |
+
| 0.4638 | 36.0 | 18000 | 0.4485 | 0.6864 | 0.9007 | 0.7957 | 0.7238 | 0.5375 | 0.683 | 0.6833 | 0.7978 | 0.1103 | 0.2766 | 0.7337 | 0.7394 | 0.7798 | 0.6041 | 0.8342 | 0.7294 | 0.7441 | 0.1986 |
|
| 104 |
+
| 0.4631 | 37.0 | 18500 | 0.4289 | 0.6983 | 0.8846 | 0.819 | 0.7339 | 0.5411 | 0.6778 | 0.6983 | 0.8198 | 0.1593 | 0.282 | 0.7377 | 0.7435 | 0.7877 | 0.5948 | 0.8479 | 0.7242 | 0.7472 | 0.26 |
|
| 105 |
+
| 0.4801 | 38.0 | 19000 | 0.4302 | 0.7033 | 0.9186 | 0.8231 | 0.7085 | 0.596 | 0.7351 | 0.6893 | 0.8056 | 0.208 | 0.2852 | 0.7465 | 0.7534 | 0.7635 | 0.6608 | 0.8358 | 0.7803 | 0.7432 | 0.2871 |
|
| 106 |
+
| 0.5169 | 39.0 | 19500 | 0.4603 | 0.6792 | 0.9211 | 0.8229 | 0.6854 | 0.5802 | 0.7224 | 0.6702 | 0.7719 | 0.0846 | 0.2782 | 0.7283 | 0.7346 | 0.746 | 0.6495 | 0.8082 | 0.7577 | 0.7324 | 0.191 |
|
| 107 |
+
| 0.5702 | 40.0 | 20000 | 0.4284 | 0.7044 | 0.9409 | 0.8336 | 0.7053 | 0.6151 | 0.7657 | 0.6982 | 0.7928 | 0.1289 | 0.2882 | 0.7526 | 0.7597 | 0.7603 | 0.6845 | 0.8342 | 0.8075 | 0.7525 | 0.2648 |
|
| 108 |
+
| 0.4602 | 41.0 | 20500 | 0.4185 | 0.7108 | 0.9349 | 0.8528 | 0.7103 | 0.6225 | 0.7698 | 0.7045 | 0.7996 | 0.1198 | 0.286 | 0.7573 | 0.7632 | 0.7627 | 0.6876 | 0.8394 | 0.8156 | 0.7583 | 0.209 |
|
| 109 |
+
| 0.5054 | 42.0 | 21000 | 0.4112 | 0.7046 | 0.9386 | 0.8376 | 0.7135 | 0.6025 | 0.7612 | 0.6897 | 0.7979 | 0.1176 | 0.285 | 0.7544 | 0.7605 | 0.7679 | 0.6784 | 0.8352 | 0.8061 | 0.7498 | 0.2319 |
|
| 110 |
+
| 0.4585 | 43.0 | 21500 | 0.4149 | 0.7019 | 0.9352 | 0.831 | 0.7039 | 0.5973 | 0.7528 | 0.6919 | 0.8043 | 0.1512 | 0.2842 | 0.746 | 0.7539 | 0.7587 | 0.6619 | 0.8412 | 0.8012 | 0.7437 | 0.2824 |
|
| 111 |
+
| 0.4809 | 44.0 | 22000 | 0.4257 | 0.7114 | 0.946 | 0.8499 | 0.7028 | 0.6311 | 0.7628 | 0.6952 | 0.8004 | 0.1798 | 0.2847 | 0.7502 | 0.7581 | 0.7452 | 0.6918 | 0.8373 | 0.8051 | 0.7436 | 0.2981 |
|
| 112 |
+
| 0.5096 | 45.0 | 22500 | 0.3866 | 0.7301 | 0.9409 | 0.8656 | 0.7337 | 0.6316 | 0.7604 | 0.723 | 0.825 | 0.2305 | 0.2934 | 0.768 | 0.7752 | 0.7853 | 0.6825 | 0.8579 | 0.7969 | 0.7703 | 0.3581 |
|
| 113 |
+
| 0.3569 | 46.0 | 23000 | 0.3903 | 0.7354 | 0.9551 | 0.85 | 0.7441 | 0.6476 | 0.7816 | 0.7281 | 0.8146 | 0.1643 | 0.2973 | 0.7783 | 0.7852 | 0.7913 | 0.7113 | 0.853 | 0.8215 | 0.78 | 0.2905 |
|
| 114 |
+
| 0.5786 | 47.0 | 23500 | 0.3864 | 0.7324 | 0.9466 | 0.8595 | 0.7353 | 0.6618 | 0.7822 | 0.717 | 0.8 | 0.118 | 0.2988 | 0.7731 | 0.779 | 0.7889 | 0.7124 | 0.8358 | 0.82 | 0.7693 | 0.2252 |
|
| 115 |
+
| 0.5832 | 48.0 | 24000 | 0.3837 | 0.7295 | 0.9548 | 0.8663 | 0.7363 | 0.6488 | 0.7473 | 0.7188 | 0.8036 | 0.2165 | 0.2953 | 0.7746 | 0.7835 | 0.7925 | 0.7144 | 0.8436 | 0.7958 | 0.775 | 0.3795 |
|
| 116 |
+
| 0.4607 | 49.0 | 24500 | 0.3718 | 0.7349 | 0.952 | 0.86 | 0.7436 | 0.653 | 0.7486 | 0.7263 | 0.8081 | 0.2217 | 0.2972 | 0.7798 | 0.7852 | 0.7929 | 0.7134 | 0.8494 | 0.7947 | 0.78 | 0.3295 |
|
| 117 |
+
| 0.4544 | 50.0 | 25000 | 0.3855 | 0.7337 | 0.9509 | 0.8708 | 0.7415 | 0.6595 | 0.7572 | 0.7273 | 0.8002 | 0.1915 | 0.2962 | 0.776 | 0.7831 | 0.7948 | 0.7155 | 0.8391 | 0.8071 | 0.7778 | 0.3548 |
|
| 118 |
+
| 0.4856 | 51.0 | 25500 | 0.3908 | 0.7289 | 0.948 | 0.8855 | 0.7357 | 0.6467 | 0.7705 | 0.7117 | 0.8042 | 0.2033 | 0.2988 | 0.7699 | 0.7754 | 0.7821 | 0.7082 | 0.8358 | 0.8117 | 0.7603 | 0.3552 |
|
| 119 |
+
| 0.525 | 52.0 | 26000 | 0.3737 | 0.7356 | 0.9475 | 0.8752 | 0.7445 | 0.661 | 0.7775 | 0.7244 | 0.8012 | 0.1072 | 0.298 | 0.7774 | 0.7847 | 0.7917 | 0.7268 | 0.8358 | 0.8254 | 0.7733 | 0.2576 |
|
| 120 |
+
| 0.461 | 53.0 | 26500 | 0.3872 | 0.73 | 0.9538 | 0.8836 | 0.7342 | 0.6596 | 0.7643 | 0.7287 | 0.796 | 0.1453 | 0.2963 | 0.7755 | 0.7815 | 0.779 | 0.7309 | 0.8345 | 0.8016 | 0.7774 | 0.2843 |
|
| 121 |
+
| 0.4168 | 54.0 | 27000 | 0.3672 | 0.7432 | 0.9508 | 0.8815 | 0.7403 | 0.6648 | 0.7746 | 0.7364 | 0.8247 | 0.1979 | 0.3004 | 0.7866 | 0.7924 | 0.7933 | 0.7237 | 0.8603 | 0.8117 | 0.7876 | 0.3281 |
|
| 122 |
+
| 0.5283 | 55.0 | 27500 | 0.3803 | 0.7312 | 0.9393 | 0.8797 | 0.73 | 0.6559 | 0.7731 | 0.7226 | 0.8077 | 0.2027 | 0.2998 | 0.7742 | 0.778 | 0.7802 | 0.7093 | 0.8445 | 0.81 | 0.7706 | 0.2871 |
|
| 123 |
+
| 0.4825 | 56.0 | 28000 | 0.3591 | 0.7475 | 0.9513 | 0.8948 | 0.7531 | 0.6794 | 0.7812 | 0.7373 | 0.8099 | 0.2344 | 0.304 | 0.7953 | 0.7992 | 0.8052 | 0.7412 | 0.8512 | 0.825 | 0.7872 | 0.361 |
|
| 124 |
+
| 0.4286 | 57.0 | 28500 | 0.3636 | 0.7375 | 0.9587 | 0.8681 | 0.7436 | 0.6484 | 0.7447 | 0.7316 | 0.8204 | 0.2267 | 0.2952 | 0.7811 | 0.7873 | 0.7917 | 0.7103 | 0.86 | 0.7927 | 0.7801 | 0.3533 |
|
| 125 |
+
| 0.505 | 58.0 | 29000 | 0.3713 | 0.7322 | 0.9479 | 0.8768 | 0.7316 | 0.6583 | 0.7717 | 0.7208 | 0.8067 | 0.24 | 0.2949 | 0.7722 | 0.7786 | 0.7782 | 0.7155 | 0.8421 | 0.8092 | 0.7716 | 0.32 |
|
| 126 |
+
| 0.3802 | 59.0 | 29500 | 0.3628 | 0.7445 | 0.9469 | 0.8799 | 0.7358 | 0.678 | 0.7525 | 0.7393 | 0.8196 | 0.2474 | 0.2973 | 0.782 | 0.7885 | 0.781 | 0.7278 | 0.8567 | 0.7951 | 0.784 | 0.32 |
|
| 127 |
+
| 0.3638 | 60.0 | 30000 | 0.3528 | 0.7432 | 0.9472 | 0.8783 | 0.7524 | 0.6658 | 0.7709 | 0.7413 | 0.8114 | 0.2418 | 0.2996 | 0.7839 | 0.7893 | 0.798 | 0.7175 | 0.8524 | 0.8165 | 0.7875 | 0.3619 |
|
| 128 |
+
| 0.4559 | 61.0 | 30500 | 0.3543 | 0.7393 | 0.9569 | 0.8867 | 0.7432 | 0.6716 | 0.7413 | 0.7374 | 0.8031 | 0.2875 | 0.2987 | 0.7806 | 0.7855 | 0.7917 | 0.7227 | 0.8421 | 0.7821 | 0.7842 | 0.3805 |
|
| 129 |
+
| 0.5254 | 62.0 | 31000 | 0.3775 | 0.7268 | 0.9492 | 0.8686 | 0.7326 | 0.6375 | 0.7406 | 0.7164 | 0.8103 | 0.2894 | 0.2896 | 0.7669 | 0.7745 | 0.7802 | 0.6938 | 0.8494 | 0.7812 | 0.7667 | 0.409 |
|
| 130 |
+
| 0.3529 | 63.0 | 31500 | 0.3562 | 0.7523 | 0.9533 | 0.8955 | 0.7437 | 0.6887 | 0.7747 | 0.7458 | 0.8246 | 0.2767 | 0.3047 | 0.793 | 0.7998 | 0.7948 | 0.7443 | 0.8603 | 0.8215 | 0.7922 | 0.4081 |
|
| 131 |
+
| 0.4234 | 64.0 | 32000 | 0.3625 | 0.7424 | 0.9439 | 0.8858 | 0.7355 | 0.6711 | 0.7568 | 0.7401 | 0.8207 | 0.2197 | 0.2969 | 0.7798 | 0.7861 | 0.7845 | 0.7175 | 0.8564 | 0.8095 | 0.7821 | 0.3205 |
|
| 132 |
+
| 0.4396 | 65.0 | 32500 | 0.3512 | 0.7614 | 0.9564 | 0.891 | 0.7586 | 0.7001 | 0.7852 | 0.7489 | 0.8255 | 0.2531 | 0.3058 | 0.8001 | 0.8069 | 0.8048 | 0.7557 | 0.8603 | 0.8285 | 0.7985 | 0.3833 |
|
| 133 |
+
| 0.4173 | 66.0 | 33000 | 0.3434 | 0.77 | 0.9558 | 0.8952 | 0.7579 | 0.7253 | 0.8013 | 0.7656 | 0.8268 | 0.2052 | 0.3066 | 0.8065 | 0.8138 | 0.8091 | 0.7691 | 0.8633 | 0.8334 | 0.8101 | 0.3562 |
|
| 134 |
+
| 0.4697 | 67.0 | 33500 | 0.3513 | 0.7545 | 0.9452 | 0.8796 | 0.7586 | 0.677 | 0.7904 | 0.7461 | 0.8279 | 0.2171 | 0.3026 | 0.7924 | 0.799 | 0.8087 | 0.7247 | 0.8636 | 0.8351 | 0.788 | 0.32 |
|
| 135 |
+
| 0.4771 | 68.0 | 34000 | 0.3578 | 0.7577 | 0.9455 | 0.8704 | 0.7557 | 0.6993 | 0.8022 | 0.7413 | 0.818 | 0.1788 | 0.3074 | 0.7947 | 0.8017 | 0.8004 | 0.7464 | 0.8582 | 0.8384 | 0.7888 | 0.329 |
|
| 136 |
+
| 0.4833 | 69.0 | 34500 | 0.3555 | 0.7502 | 0.9465 | 0.8737 | 0.7537 | 0.6766 | 0.7661 | 0.7317 | 0.8202 | 0.2681 | 0.2995 | 0.789 | 0.7955 | 0.7984 | 0.7299 | 0.8582 | 0.8117 | 0.7848 | 0.3676 |
|
| 137 |
+
| 0.4091 | 70.0 | 35000 | 0.3746 | 0.7332 | 0.9476 | 0.8716 | 0.7196 | 0.6808 | 0.7409 | 0.728 | 0.7992 | 0.1368 | 0.3026 | 0.7781 | 0.7825 | 0.7726 | 0.7351 | 0.8397 | 0.7993 | 0.7767 | 0.2071 |
|
| 138 |
+
| 0.3662 | 71.0 | 35500 | 0.3476 | 0.748 | 0.9477 | 0.8928 | 0.2295 | 0.7423 | 0.7833 | 0.3014 | 0.791 | 0.7964 | 0.3529 | 0.7918 | 0.8305 | 0.7374 | 0.7873 | 0.6861 | 0.7361 | 0.8204 | 0.8658 |
|
| 139 |
+
| 0.4244 | 72.0 | 36000 | 0.3509 | 0.7518 | 0.9432 | 0.8724 | 0.2416 | 0.7471 | 0.7649 | 0.2982 | 0.792 | 0.797 | 0.3657 | 0.7909 | 0.8121 | 0.7548 | 0.8004 | 0.6835 | 0.7299 | 0.8172 | 0.8606 |
|
| 140 |
+
| 0.4483 | 73.0 | 36500 | 0.3508 | 0.7472 | 0.9483 | 0.897 | 0.2306 | 0.753 | 0.7725 | 0.2979 | 0.7963 | 0.8027 | 0.409 | 0.8053 | 0.8304 | 0.738 | 0.7944 | 0.6835 | 0.7474 | 0.8201 | 0.8664 |
|
| 141 |
+
| 0.4498 | 74.0 | 37000 | 0.3357 | 0.7632 | 0.9535 | 0.882 | 0.2094 | 0.7633 | 0.7862 | 0.3069 | 0.8033 | 0.8087 | 0.3448 | 0.8104 | 0.8324 | 0.7617 | 0.8091 | 0.7007 | 0.7485 | 0.8272 | 0.8685 |
|
| 142 |
+
| 0.5208 | 75.0 | 37500 | 0.3492 | 0.7598 | 0.9506 | 0.8859 | 0.2379 | 0.7612 | 0.7963 | 0.3067 | 0.7977 | 0.8034 | 0.3476 | 0.8052 | 0.8349 | 0.7466 | 0.7917 | 0.6987 | 0.7454 | 0.834 | 0.873 |
|
| 143 |
+
| 0.3542 | 76.0 | 38000 | 0.3492 | 0.7606 | 0.9431 | 0.8889 | 0.2385 | 0.7543 | 0.7958 | 0.3072 | 0.7975 | 0.8028 | 0.3724 | 0.7957 | 0.8427 | 0.7548 | 0.7988 | 0.7124 | 0.7526 | 0.8146 | 0.857 |
|
| 144 |
+
| 0.439 | 77.0 | 38500 | 0.3485 | 0.7617 | 0.9583 | 0.8965 | 0.213 | 0.7633 | 0.7814 | 0.3039 | 0.7998 | 0.8063 | 0.3343 | 0.8052 | 0.8302 | 0.7599 | 0.8036 | 0.6995 | 0.7474 | 0.8257 | 0.8679 |
|
| 145 |
+
| 0.4294 | 78.0 | 39000 | 0.3406 | 0.7562 | 0.947 | 0.8774 | 0.2508 | 0.7586 | 0.7739 | 0.3044 | 0.7915 | 0.7994 | 0.3657 | 0.8001 | 0.8081 | 0.7478 | 0.7917 | 0.6802 | 0.7268 | 0.8405 | 0.8797 |
|
| 146 |
+
| 0.3643 | 79.0 | 39500 | 0.3285 | 0.7607 | 0.9492 | 0.8828 | 0.2242 | 0.7627 | 0.7663 | 0.3047 | 0.7998 | 0.8045 | 0.3529 | 0.8074 | 0.809 | 0.7602 | 0.804 | 0.6911 | 0.7402 | 0.8309 | 0.8694 |
|
| 147 |
+
| 0.3089 | 80.0 | 40000 | 0.3194 | 0.7734 | 0.9514 | 0.8911 | 0.2526 | 0.773 | 0.808 | 0.3087 | 0.8092 | 0.8163 | 0.3805 | 0.8168 | 0.8501 | 0.773 | 0.8175 | 0.7036 | 0.7515 | 0.8436 | 0.88 |
|
| 148 |
+
| 0.3825 | 81.0 | 40500 | 0.3217 | 0.7671 | 0.9532 | 0.8831 | 0.2602 | 0.7599 | 0.8157 | 0.3076 | 0.8079 | 0.8136 | 0.3638 | 0.8041 | 0.8615 | 0.7627 | 0.8147 | 0.7031 | 0.7557 | 0.8354 | 0.8703 |
|
| 149 |
+
| 0.465 | 82.0 | 41000 | 0.3319 | 0.7729 | 0.9571 | 0.8953 | 0.2869 | 0.7677 | 0.812 | 0.3083 | 0.8123 | 0.8173 | 0.3862 | 0.8111 | 0.8534 | 0.7579 | 0.8024 | 0.7203 | 0.7711 | 0.8404 | 0.8785 |
|
| 150 |
+
| 0.3699 | 83.0 | 41500 | 0.3355 | 0.7681 | 0.9404 | 0.8881 | 0.2056 | 0.7663 | 0.7947 | 0.3088 | 0.8062 | 0.8112 | 0.2671 | 0.809 | 0.8387 | 0.7788 | 0.8246 | 0.7036 | 0.7443 | 0.8218 | 0.8645 |
|
| 151 |
+
| 0.4712 | 84.0 | 42000 | 0.3503 | 0.7537 | 0.9542 | 0.8957 | 0.2904 | 0.7501 | 0.7776 | 0.3017 | 0.7948 | 0.8006 | 0.3829 | 0.7959 | 0.8247 | 0.7472 | 0.7984 | 0.6924 | 0.7423 | 0.8214 | 0.8612 |
|
| 152 |
+
| 0.3711 | 85.0 | 42500 | 0.3334 | 0.7686 | 0.9549 | 0.8986 | 0.2611 | 0.7664 | 0.8073 | 0.3066 | 0.8066 | 0.8126 | 0.3724 | 0.8067 | 0.8506 | 0.7423 | 0.7905 | 0.7212 | 0.768 | 0.8425 | 0.8794 |
|
| 153 |
+
| 0.4093 | 86.0 | 43000 | 0.3299 | 0.7711 | 0.9535 | 0.8948 | 0.2808 | 0.7678 | 0.8096 | 0.31 | 0.8091 | 0.8156 | 0.3848 | 0.8098 | 0.8489 | 0.7478 | 0.7996 | 0.7176 | 0.7629 | 0.8478 | 0.8842 |
|
| 154 |
+
| 0.447 | 87.0 | 43500 | 0.3274 | 0.7718 | 0.9547 | 0.8992 | 0.2794 | 0.7699 | 0.8004 | 0.3086 | 0.8129 | 0.8177 | 0.3738 | 0.8106 | 0.8445 | 0.7686 | 0.8151 | 0.7125 | 0.7639 | 0.8343 | 0.8742 |
|
| 155 |
+
| 0.3878 | 88.0 | 44000 | 0.3162 | 0.7836 | 0.9558 | 0.9025 | 0.2726 | 0.7785 | 0.8195 | 0.3138 | 0.8202 | 0.8262 | 0.3805 | 0.8201 | 0.8567 | 0.7758 | 0.8206 | 0.7307 | 0.7763 | 0.8442 | 0.8818 |
|
| 156 |
+
| 0.3293 | 89.0 | 44500 | 0.3279 | 0.7753 | 0.9585 | 0.8908 | 0.2607 | 0.7729 | 0.8023 | 0.3112 | 0.8129 | 0.8193 | 0.3748 | 0.8182 | 0.8371 | 0.76 | 0.8095 | 0.7257 | 0.7732 | 0.8403 | 0.8752 |
|
| 157 |
+
| 0.279 | 90.0 | 45000 | 0.3147 | 0.7774 | 0.9502 | 0.8862 | 0.2608 | 0.7753 | 0.8075 | 0.3091 | 0.8166 | 0.8217 | 0.351 | 0.8164 | 0.8512 | 0.7737 | 0.821 | 0.7143 | 0.7608 | 0.8442 | 0.8833 |
|
| 158 |
+
| 0.339 | 91.0 | 45500 | 0.3120 | 0.7779 | 0.9532 | 0.8949 | 0.2683 | 0.7732 | 0.8047 | 0.3094 | 0.8169 | 0.8225 | 0.3881 | 0.8181 | 0.8504 | 0.7784 | 0.8262 | 0.7125 | 0.7598 | 0.8428 | 0.8815 |
|
| 159 |
+
| 0.3912 | 92.0 | 46000 | 0.3251 | 0.7654 | 0.9549 | 0.9026 | 0.239 | 0.7613 | 0.7949 | 0.3052 | 0.8083 | 0.8145 | 0.4105 | 0.81 | 0.8352 | 0.7566 | 0.8115 | 0.7011 | 0.7536 | 0.8385 | 0.8785 |
|
| 160 |
+
| 0.3807 | 93.0 | 46500 | 0.3135 | 0.775 | 0.9623 | 0.8789 | 0.3063 | 0.7761 | 0.8012 | 0.3088 | 0.8154 | 0.822 | 0.4376 | 0.8208 | 0.845 | 0.7674 | 0.821 | 0.7131 | 0.7608 | 0.8444 | 0.8842 |
|
| 161 |
+
| 0.3656 | 94.0 | 47000 | 0.3086 | 0.7801 | 0.95 | 0.8789 | 0.2709 | 0.7843 | 0.8114 | 0.3144 | 0.8184 | 0.8227 | 0.3586 | 0.8282 | 0.8487 | 0.7752 | 0.8238 | 0.726 | 0.766 | 0.8391 | 0.8782 |
|
| 162 |
+
| 0.4247 | 95.0 | 47500 | 0.3114 | 0.7796 | 0.9586 | 0.8881 | 0.3308 | 0.7744 | 0.7972 | 0.3095 | 0.8172 | 0.8224 | 0.4505 | 0.8143 | 0.8408 | 0.7644 | 0.8135 | 0.7272 | 0.7701 | 0.8473 | 0.8836 |
|
| 163 |
+
| 0.4126 | 96.0 | 48000 | 0.3133 | 0.7738 | 0.9614 | 0.8988 | 0.3127 | 0.7708 | 0.8021 | 0.31 | 0.8124 | 0.8185 | 0.3962 | 0.8166 | 0.842 | 0.7608 | 0.8087 | 0.7137 | 0.7629 | 0.8468 | 0.8839 |
|
| 164 |
+
| 0.359 | 97.0 | 48500 | 0.3201 | 0.7733 | 0.953 | 0.906 | 0.3088 | 0.7727 | 0.8001 | 0.3107 | 0.81 | 0.8155 | 0.391 | 0.8137 | 0.8409 | 0.7506 | 0.7964 | 0.7168 | 0.7629 | 0.8526 | 0.8873 |
|
| 165 |
+
| 0.4638 | 98.0 | 49000 | 0.3107 | 0.782 | 0.9587 | 0.887 | 0.3189 | 0.783 | 0.8032 | 0.3128 | 0.8212 | 0.8258 | 0.3933 | 0.8258 | 0.8441 | 0.7726 | 0.8147 | 0.7132 | 0.767 | 0.8601 | 0.8958 |
|
| 166 |
+
| 0.3504 | 99.0 | 49500 | 0.3072 | 0.7808 | 0.9538 | 0.9073 | 0.3213 | 0.7827 | 0.8113 | 0.3134 | 0.8181 | 0.823 | 0.4033 | 0.8219 | 0.8499 | 0.7752 | 0.823 | 0.7103 | 0.7546 | 0.8571 | 0.8912 |
|
| 167 |
+
| 0.4122 | 100.0 | 50000 | 0.3071 | 0.7832 | 0.9591 | 0.9103 | 0.3515 | 0.7866 | 0.7982 | 0.3125 | 0.8203 | 0.8259 | 0.4233 | 0.8275 | 0.8408 | 0.7704 | 0.8179 | 0.7221 | 0.7691 | 0.8572 | 0.8909 |
|
| 168 |
+
| 0.4066 | 101.0 | 50500 | 0.3091 | 0.7845 | 0.9595 | 0.8987 | 0.3408 | 0.7879 | 0.8005 | 0.3126 | 0.82 | 0.8259 | 0.4086 | 0.826 | 0.8379 | 0.7781 | 0.823 | 0.7198 | 0.7649 | 0.8555 | 0.8897 |
|
| 169 |
+
| 0.3207 | 102.0 | 51000 | 0.3127 | 0.7783 | 0.9531 | 0.8992 | 0.3268 | 0.7782 | 0.8049 | 0.312 | 0.8201 | 0.8238 | 0.4262 | 0.8221 | 0.8476 | 0.7715 | 0.8198 | 0.7081 | 0.7588 | 0.8555 | 0.8927 |
|
| 170 |
+
| 0.3462 | 103.0 | 51500 | 0.3052 | 0.7911 | 0.957 | 0.9074 | 0.3095 | 0.7945 | 0.8058 | 0.3146 | 0.8252 | 0.83 | 0.41 | 0.8332 | 0.8423 | 0.7746 | 0.8194 | 0.7385 | 0.7763 | 0.8601 | 0.8942 |
|
| 171 |
+
| 0.3938 | 104.0 | 52000 | 0.2955 | 0.793 | 0.9638 | 0.9043 | 0.3318 | 0.7971 | 0.8019 | 0.3167 | 0.8306 | 0.8352 | 0.4348 | 0.839 | 0.8371 | 0.7777 | 0.825 | 0.7434 | 0.7876 | 0.858 | 0.893 |
|
| 172 |
+
| 0.3236 | 105.0 | 52500 | 0.2997 | 0.7909 | 0.9607 | 0.9079 | 0.3475 | 0.7935 | 0.8059 | 0.3149 | 0.8265 | 0.8323 | 0.4552 | 0.8326 | 0.8405 | 0.7767 | 0.8206 | 0.7373 | 0.7825 | 0.8588 | 0.8939 |
|
| 173 |
+
| 0.3559 | 106.0 | 53000 | 0.2987 | 0.7918 | 0.9599 | 0.9093 | 0.3328 | 0.8003 | 0.8102 | 0.3167 | 0.8294 | 0.8358 | 0.4367 | 0.8392 | 0.8494 | 0.7782 | 0.8278 | 0.7367 | 0.7856 | 0.8606 | 0.8939 |
|
| 174 |
+
| 0.39 | 107.0 | 53500 | 0.3079 | 0.7835 | 0.961 | 0.9054 | 0.3091 | 0.7855 | 0.7968 | 0.3115 | 0.8186 | 0.8253 | 0.409 | 0.8258 | 0.8377 | 0.7606 | 0.8079 | 0.7349 | 0.7784 | 0.8551 | 0.8897 |
|
| 175 |
+
| 0.362 | 108.0 | 54000 | 0.2972 | 0.7924 | 0.9578 | 0.905 | 0.3031 | 0.7963 | 0.8132 | 0.3145 | 0.8291 | 0.8352 | 0.4043 | 0.8369 | 0.8524 | 0.7803 | 0.8234 | 0.7422 | 0.7918 | 0.8548 | 0.8903 |
|
| 176 |
+
| 0.3628 | 109.0 | 54500 | 0.3163 | 0.7773 | 0.9624 | 0.9104 | 0.3353 | 0.7826 | 0.7896 | 0.3092 | 0.8181 | 0.8238 | 0.4433 | 0.8235 | 0.8397 | 0.7642 | 0.8131 | 0.7221 | 0.7732 | 0.8457 | 0.8852 |
|
| 177 |
+
| 0.3574 | 110.0 | 55000 | 0.3100 | 0.781 | 0.9617 | 0.9053 | 0.3376 | 0.7829 | 0.806 | 0.3118 | 0.82 | 0.8256 | 0.4252 | 0.8243 | 0.8469 | 0.7664 | 0.8147 | 0.7253 | 0.7753 | 0.8511 | 0.887 |
|
| 178 |
+
| 0.368 | 111.0 | 55500 | 0.2933 | 0.7928 | 0.9593 | 0.9002 | 0.3206 | 0.7956 | 0.8223 | 0.3186 | 0.8282 | 0.8351 | 0.4252 | 0.8349 | 0.8599 | 0.79 | 0.8365 | 0.7313 | 0.7753 | 0.857 | 0.8936 |
|
| 179 |
+
| 0.3394 | 112.0 | 56000 | 0.2973 | 0.792 | 0.9547 | 0.9061 | 0.3368 | 0.7922 | 0.8306 | 0.3146 | 0.827 | 0.8325 | 0.4029 | 0.83 | 0.8643 | 0.7841 | 0.8294 | 0.7361 | 0.7763 | 0.8559 | 0.8918 |
|
| 180 |
+
| 0.3677 | 113.0 | 56500 | 0.2919 | 0.7984 | 0.9604 | 0.9117 | 0.3672 | 0.7988 | 0.8247 | 0.3174 | 0.8343 | 0.8398 | 0.4433 | 0.837 | 0.8588 | 0.7855 | 0.8321 | 0.7524 | 0.7938 | 0.8574 | 0.8933 |
|
| 181 |
+
| 0.3681 | 114.0 | 57000 | 0.3044 | 0.7833 | 0.9586 | 0.8961 | 0.326 | 0.786 | 0.8076 | 0.3116 | 0.8207 | 0.8256 | 0.3905 | 0.8261 | 0.8483 | 0.7709 | 0.8179 | 0.7311 | 0.7732 | 0.848 | 0.8858 |
|
| 182 |
+
| 0.3562 | 115.0 | 57500 | 0.2904 | 0.7918 | 0.9632 | 0.8991 | 0.3676 | 0.793 | 0.8148 | 0.3128 | 0.8293 | 0.8339 | 0.4362 | 0.8345 | 0.8539 | 0.7843 | 0.827 | 0.7299 | 0.7804 | 0.8612 | 0.8942 |
|
| 183 |
+
| 0.3524 | 116.0 | 58000 | 0.2993 | 0.7868 | 0.9596 | 0.8935 | 0.3494 | 0.7868 | 0.8053 | 0.3096 | 0.8241 | 0.8305 | 0.4462 | 0.8306 | 0.8468 | 0.7799 | 0.8258 | 0.7199 | 0.7691 | 0.8604 | 0.8967 |
|
| 184 |
+
| 0.3553 | 117.0 | 58500 | 0.2957 | 0.7906 | 0.9596 | 0.8967 | 0.3272 | 0.7925 | 0.808 | 0.3134 | 0.8307 | 0.8368 | 0.4229 | 0.8383 | 0.8503 | 0.7817 | 0.8298 | 0.7306 | 0.7845 | 0.8596 | 0.8961 |
|
| 185 |
+
| 0.3976 | 118.0 | 59000 | 0.2960 | 0.7898 | 0.9594 | 0.8957 | 0.3654 | 0.7936 | 0.8076 | 0.3122 | 0.8276 | 0.8337 | 0.451 | 0.8373 | 0.8466 | 0.7777 | 0.8262 | 0.7295 | 0.7763 | 0.8623 | 0.8985 |
|
| 186 |
+
| 0.3359 | 119.0 | 59500 | 0.3019 | 0.787 | 0.9608 | 0.901 | 0.3603 | 0.7874 | 0.8063 | 0.3129 | 0.8247 | 0.83 | 0.4529 | 0.8295 | 0.8428 | 0.7713 | 0.8187 | 0.7276 | 0.7753 | 0.8622 | 0.8961 |
|
| 187 |
+
| 0.3539 | 120.0 | 60000 | 0.2955 | 0.791 | 0.9618 | 0.8983 | 0.346 | 0.7919 | 0.809 | 0.3134 | 0.828 | 0.8339 | 0.4557 | 0.8337 | 0.8467 | 0.7759 | 0.8234 | 0.7341 | 0.7804 | 0.8629 | 0.8979 |
|
| 188 |
+
| 0.3807 | 121.0 | 60500 | 0.2925 | 0.7959 | 0.9593 | 0.894 | 0.3381 | 0.7973 | 0.8155 | 0.3171 | 0.834 | 0.8391 | 0.4519 | 0.8399 | 0.8493 | 0.7827 | 0.8321 | 0.7384 | 0.7856 | 0.8665 | 0.8997 |
|
| 189 |
+
| 0.3657 | 122.0 | 61000 | 0.3006 | 0.7916 | 0.9634 | 0.8955 | 0.3356 | 0.7899 | 0.8187 | 0.3182 | 0.8276 | 0.8345 | 0.4352 | 0.834 | 0.8516 | 0.7768 | 0.8242 | 0.7377 | 0.7835 | 0.8604 | 0.8958 |
|
| 190 |
+
| 0.3388 | 123.0 | 61500 | 0.2985 | 0.7894 | 0.9631 | 0.8973 | 0.3342 | 0.7913 | 0.8084 | 0.3131 | 0.8275 | 0.833 | 0.44 | 0.8346 | 0.8481 | 0.7735 | 0.8206 | 0.7316 | 0.7814 | 0.8629 | 0.897 |
|
| 191 |
+
| 0.3234 | 124.0 | 62000 | 0.2949 | 0.7951 | 0.9601 | 0.8963 | 0.3344 | 0.7999 | 0.8059 | 0.3156 | 0.8322 | 0.8381 | 0.4452 | 0.8401 | 0.8458 | 0.7824 | 0.8306 | 0.7392 | 0.7845 | 0.8636 | 0.8991 |
|
| 192 |
+
| 0.341 | 125.0 | 62500 | 0.2918 | 0.7977 | 0.964 | 0.9012 | 0.3369 | 0.8003 | 0.82 | 0.3165 | 0.836 | 0.8414 | 0.4419 | 0.8434 | 0.8564 | 0.783 | 0.8294 | 0.7453 | 0.7948 | 0.8647 | 0.9 |
|
| 193 |
+
| 0.3289 | 126.0 | 63000 | 0.2900 | 0.8004 | 0.9627 | 0.904 | 0.3378 | 0.8034 | 0.823 | 0.3186 | 0.8403 | 0.8461 | 0.4452 | 0.8482 | 0.8596 | 0.7823 | 0.8329 | 0.7492 | 0.8031 | 0.8698 | 0.9021 |
|
| 194 |
+
| 0.3619 | 127.0 | 63500 | 0.2918 | 0.7985 | 0.9625 | 0.8978 | 0.3304 | 0.804 | 0.8171 | 0.3174 | 0.8368 | 0.8421 | 0.4114 | 0.8459 | 0.855 | 0.7839 | 0.8294 | 0.745 | 0.7969 | 0.8668 | 0.9 |
|
| 195 |
+
| 0.3725 | 128.0 | 64000 | 0.2907 | 0.7956 | 0.9634 | 0.8987 | 0.3324 | 0.8023 | 0.8105 | 0.3157 | 0.8345 | 0.8401 | 0.4267 | 0.8446 | 0.8508 | 0.7829 | 0.8266 | 0.7403 | 0.7948 | 0.8636 | 0.8988 |
|
| 196 |
+
| 0.3488 | 129.0 | 64500 | 0.2899 | 0.7982 | 0.9623 | 0.8974 | 0.3311 | 0.8049 | 0.8123 | 0.3171 | 0.8372 | 0.8432 | 0.4352 | 0.8481 | 0.8514 | 0.7821 | 0.8298 | 0.7478 | 0.8 | 0.8647 | 0.8997 |
|
| 197 |
+
| 0.2774 | 130.0 | 65000 | 0.2880 | 0.7985 | 0.9623 | 0.8972 | 0.3337 | 0.8056 | 0.8152 | 0.3174 | 0.8363 | 0.8424 | 0.4286 | 0.8472 | 0.8526 | 0.7842 | 0.8313 | 0.7457 | 0.7959 | 0.8656 | 0.9 |
|
| 198 |
+
| 0.3268 | 131.0 | 65500 | 0.2950 | 0.7966 | 0.9645 | 0.904 | 0.3272 | 0.8028 | 0.8135 | 0.3162 | 0.836 | 0.8422 | 0.4352 | 0.8471 | 0.8531 | 0.7806 | 0.8294 | 0.7465 | 0.799 | 0.8628 | 0.8982 |
|
| 199 |
+
| 0.327 | 132.0 | 66000 | 0.2854 | 0.8026 | 0.9658 | 0.8916 | 0.3174 | 0.8085 | 0.8186 | 0.3177 | 0.8391 | 0.845 | 0.4124 | 0.8497 | 0.8567 | 0.7927 | 0.8369 | 0.7447 | 0.7959 | 0.8704 | 0.9021 |
|
| 200 |
+
| 0.3712 | 133.0 | 66500 | 0.2902 | 0.8018 | 0.9658 | 0.8912 | 0.3277 | 0.8063 | 0.8175 | 0.3174 | 0.8391 | 0.8449 | 0.4352 | 0.8477 | 0.8584 | 0.7912 | 0.8365 | 0.7457 | 0.7969 | 0.8686 | 0.9012 |
|
| 201 |
+
| 0.3267 | 134.0 | 67000 | 0.2885 | 0.8009 | 0.964 | 0.8987 | 0.3322 | 0.8065 | 0.8133 | 0.3167 | 0.8384 | 0.8438 | 0.4252 | 0.8484 | 0.8523 | 0.7863 | 0.8321 | 0.7468 | 0.7969 | 0.8696 | 0.9024 |
|
| 202 |
+
| 0.4273 | 135.0 | 67500 | 0.2911 | 0.7979 | 0.9638 | 0.9028 | 0.3267 | 0.8033 | 0.8095 | 0.3175 | 0.8352 | 0.8406 | 0.4205 | 0.8448 | 0.8494 | 0.7828 | 0.8298 | 0.7428 | 0.7918 | 0.8681 | 0.9003 |
|
| 203 |
+
| 0.3564 | 136.0 | 68000 | 0.2915 | 0.797 | 0.9634 | 0.9013 | 0.3325 | 0.8023 | 0.818 | 0.3176 | 0.8349 | 0.8406 | 0.419 | 0.8449 | 0.8553 | 0.7825 | 0.8286 | 0.7411 | 0.7918 | 0.8674 | 0.9015 |
|
| 204 |
+
| 0.358 | 137.0 | 68500 | 0.2883 | 0.8007 | 0.9635 | 0.9034 | 0.3399 | 0.8054 | 0.8189 | 0.3187 | 0.8379 | 0.8434 | 0.4367 | 0.8469 | 0.8564 | 0.7868 | 0.8333 | 0.7455 | 0.7948 | 0.8698 | 0.9021 |
|
| 205 |
+
| 0.3715 | 138.0 | 69000 | 0.2868 | 0.7973 | 0.9632 | 0.9007 | 0.3366 | 0.8025 | 0.8125 | 0.3172 | 0.8358 | 0.8413 | 0.4286 | 0.8446 | 0.8521 | 0.7847 | 0.8317 | 0.7397 | 0.7907 | 0.8676 | 0.9015 |
|
| 206 |
+
| 0.4042 | 139.0 | 69500 | 0.2852 | 0.8022 | 0.9636 | 0.903 | 0.341 | 0.8065 | 0.8131 | 0.3187 | 0.84 | 0.8453 | 0.4381 | 0.849 | 0.853 | 0.7864 | 0.8333 | 0.7506 | 0.801 | 0.8695 | 0.9015 |
|
| 207 |
+
| 0.3881 | 140.0 | 70000 | 0.2871 | 0.8016 | 0.9632 | 0.8966 | 0.3441 | 0.8064 | 0.8174 | 0.3176 | 0.8384 | 0.8437 | 0.4348 | 0.8472 | 0.8561 | 0.7864 | 0.831 | 0.7496 | 0.799 | 0.8687 | 0.9012 |
|
| 208 |
+
| 0.3214 | 141.0 | 70500 | 0.2878 | 0.798 | 0.9632 | 0.8974 | 0.3421 | 0.8015 | 0.8145 | 0.316 | 0.8372 | 0.8423 | 0.4381 | 0.8449 | 0.8547 | 0.7844 | 0.8306 | 0.7425 | 0.7969 | 0.8671 | 0.8994 |
|
| 209 |
+
| 0.3357 | 142.0 | 71000 | 0.2879 | 0.7978 | 0.9639 | 0.8906 | 0.342 | 0.8026 | 0.8151 | 0.3163 | 0.8364 | 0.8416 | 0.4348 | 0.8452 | 0.8546 | 0.7829 | 0.8278 | 0.7456 | 0.7969 | 0.865 | 0.9 |
|
| 210 |
+
| 0.302 | 143.0 | 71500 | 0.2862 | 0.8007 | 0.9638 | 0.8928 | 0.3448 | 0.8046 | 0.8169 | 0.317 | 0.8381 | 0.8434 | 0.4348 | 0.8472 | 0.856 | 0.7869 | 0.831 | 0.7467 | 0.7979 | 0.8684 | 0.9012 |
|
| 211 |
+
| 0.3504 | 144.0 | 72000 | 0.2856 | 0.801 | 0.9638 | 0.8912 | 0.3394 | 0.8055 | 0.8199 | 0.3177 | 0.8392 | 0.8445 | 0.4381 | 0.8476 | 0.8576 | 0.7856 | 0.831 | 0.7486 | 0.801 | 0.8689 | 0.9015 |
|
| 212 |
+
| 0.3533 | 145.0 | 72500 | 0.2863 | 0.7992 | 0.9637 | 0.8912 | 0.3428 | 0.8055 | 0.8154 | 0.3162 | 0.8378 | 0.8431 | 0.4381 | 0.8467 | 0.8551 | 0.7858 | 0.831 | 0.7443 | 0.7969 | 0.8676 | 0.9015 |
|
| 213 |
+
| 0.3648 | 146.0 | 73000 | 0.2861 | 0.7987 | 0.9638 | 0.8913 | 0.3428 | 0.8047 | 0.8153 | 0.3162 | 0.8375 | 0.8427 | 0.4381 | 0.8463 | 0.855 | 0.7855 | 0.831 | 0.7435 | 0.7959 | 0.8672 | 0.9012 |
|
| 214 |
+
| 0.3381 | 147.0 | 73500 | 0.2867 | 0.7996 | 0.9637 | 0.899 | 0.3428 | 0.8053 | 0.8153 | 0.3163 | 0.8379 | 0.8431 | 0.4381 | 0.8464 | 0.8551 | 0.7846 | 0.8302 | 0.747 | 0.7979 | 0.8672 | 0.9012 |
|
| 215 |
+
| 0.3483 | 148.0 | 74000 | 0.2864 | 0.7995 | 0.9637 | 0.8989 | 0.3457 | 0.8055 | 0.8153 | 0.3165 | 0.8381 | 0.8433 | 0.4381 | 0.8467 | 0.8551 | 0.7833 | 0.8298 | 0.748 | 0.799 | 0.8672 | 0.9012 |
|
| 216 |
+
| 0.3674 | 149.0 | 74500 | 0.2864 | 0.7992 | 0.9637 | 0.8989 | 0.3428 | 0.8051 | 0.8153 | 0.3162 | 0.8378 | 0.843 | 0.4381 | 0.8463 | 0.8551 | 0.7833 | 0.8298 | 0.747 | 0.7979 | 0.8672 | 0.9012 |
|
| 217 |
+
| 0.3838 | 150.0 | 75000 | 0.2864 | 0.7992 | 0.9637 | 0.8989 | 0.3428 | 0.8051 | 0.8153 | 0.3162 | 0.8378 | 0.843 | 0.4381 | 0.8463 | 0.8551 | 0.7833 | 0.8298 | 0.747 | 0.7979 | 0.8672 | 0.9012 |
|
| 218 |
+
|
| 219 |
+
|
| 220 |
+
### Framework versions
|
| 221 |
+
|
| 222 |
+
- Transformers 4.46.0
|
| 223 |
+
- Pytorch 2.5.0+cu121
|
| 224 |
+
- Datasets 2.19.2
|
| 225 |
+
- Tokenizers 0.20.1
|
model.safetensors
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 166496880
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:ac923caef651418e9ccd96372dde60ecfba40e10cfb8a70d613efcf246448d75
|
| 3 |
size 166496880
|
runs/Oct27_18-07-46_90409d7145b4/events.out.tfevents.1730052470.90409d7145b4.2303.0
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
-
size
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cbb5026f660118ea1662306bd35fef856f8cbaa44a9de66831d17f15f85b2ff0
|
| 3 |
+
size 392498
|