update model card README.md
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README.md
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model-index:
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- name: codet5p-770m-py-sanitized-codebleu-1-True-5e-05-0.1-lora-layer_13
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results: []
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library_name: peft
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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This model is a fine-tuned version of [Salesforce/codet5p-770m-py](https://huggingface.co/Salesforce/codet5p-770m-py) on the mbpp dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.
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- Codebleu: 0.
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- Ngram Match Score: 0.
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- Weighted Ngram Match Score: 0.
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- Syntax Match Score: 0.
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- Dataflow Match Score: 0.
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 100
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- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Codebleu | Ngram Match Score | Weighted Ngram Match Score | Syntax Match Score | Dataflow Match Score |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------------:|:--------------------------:|:------------------:|:--------------------:|
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### Framework versions
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- PEFT 0.4.0
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- Transformers 4.31.0
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- Pytorch 2.0.1
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- Datasets 2.14.4
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model-index:
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- name: codet5p-770m-py-sanitized-codebleu-1-True-5e-05-0.1-lora-layer_13
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results: []
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---
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|
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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This model is a fine-tuned version of [Salesforce/codet5p-770m-py](https://huggingface.co/Salesforce/codet5p-770m-py) on the mbpp dataset.
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It achieves the following results on the evaluation set:
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+
- Loss: 0.7690
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+
- Codebleu: 0.1033
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+
- Ngram Match Score: 0.0362
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- Weighted Ngram Match Score: 0.0619
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- Syntax Match Score: 0.0992
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- Dataflow Match Score: 0.1345
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## Model description
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_steps: 100
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+
- num_epochs: 300
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Codebleu | Ngram Match Score | Weighted Ngram Match Score | Syntax Match Score | Dataflow Match Score |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:-----------------:|:--------------------------:|:------------------:|:--------------------:|
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| 0.9803 | 1.0 | 15 | 0.9246 | 0.0072 | 0.0000 | 0.0000 | 0.0079 | 0.0100 |
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| 0.9642 | 2.0 | 30 | 0.9234 | 0.0072 | 0.0000 | 0.0000 | 0.0079 | 0.0100 |
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| 0.9777 | 3.0 | 45 | 0.9204 | 0.0072 | 0.0000 | 0.0000 | 0.0079 | 0.0100 |
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| 0.9453 | 4.0 | 60 | 0.9138 | 0.0080 | 0.0000 | 0.0000 | 0.0079 | 0.0120 |
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| 0.9543 | 5.0 | 75 | 0.8999 | 0.0208 | 0.0000 | 0.0055 | 0.0185 | 0.0321 |
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| 0.9444 | 6.0 | 90 | 0.8755 | 0.0675 | 0.0053 | 0.0305 | 0.0794 | 0.0803 |
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| 0.9241 | 7.0 | 105 | 0.8525 | 0.1016 | 0.0234 | 0.0560 | 0.1217 | 0.1124 |
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| 0.8693 | 8.0 | 120 | 0.8376 | 0.0965 | 0.0217 | 0.0526 | 0.1204 | 0.1024 |
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| 0.8534 | 9.0 | 135 | 0.8241 | 0.1009 | 0.0212 | 0.0518 | 0.1257 | 0.1084 |
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| 0.8465 | 10.0 | 150 | 0.8100 | 0.0986 | 0.0190 | 0.0494 | 0.1190 | 0.1104 |
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| 0.8282 | 11.0 | 165 | 0.7966 | 0.0986 | 0.0134 | 0.0363 | 0.1177 | 0.1165 |
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| 0.8195 | 12.0 | 180 | 0.7853 | 0.1030 | 0.0120 | 0.0359 | 0.1310 | 0.1145 |
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| 0.7965 | 13.0 | 195 | 0.7765 | 0.1085 | 0.0139 | 0.0408 | 0.1310 | 0.1265 |
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| 0.7765 | 14.0 | 210 | 0.7692 | 0.1042 | 0.0135 | 0.0408 | 0.1243 | 0.1225 |
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| 0.7847 | 15.0 | 225 | 0.7635 | 0.1014 | 0.0140 | 0.0389 | 0.1138 | 0.1265 |
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| 0.7877 | 16.0 | 240 | 0.7605 | 0.1039 | 0.0143 | 0.0393 | 0.1177 | 0.1285 |
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| 0.7741 | 17.0 | 255 | 0.7577 | 0.1039 | 0.0143 | 0.0393 | 0.1177 | 0.1285 |
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| 0.7473 | 18.0 | 270 | 0.7556 | 0.1083 | 0.0147 | 0.0411 | 0.1323 | 0.1245 |
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| 0.7583 | 19.0 | 285 | 0.7530 | 0.1120 | 0.0182 | 0.0480 | 0.1349 | 0.1285 |
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| 0.7412 | 20.0 | 300 | 0.7512 | 0.1032 | 0.0181 | 0.0478 | 0.1190 | 0.1225 |
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| 0.736 | 21.0 | 315 | 0.7485 | 0.1049 | 0.0187 | 0.0484 | 0.1230 | 0.1225 |
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| 0.7241 | 22.0 | 330 | 0.7461 | 0.1100 | 0.0220 | 0.0501 | 0.1243 | 0.1325 |
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| 0.7219 | 23.0 | 345 | 0.7455 | 0.1116 | 0.0267 | 0.0592 | 0.1230 | 0.1345 |
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| 0.7247 | 24.0 | 360 | 0.7440 | 0.1166 | 0.0272 | 0.0581 | 0.1336 | 0.1365 |
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| 0.7439 | 25.0 | 375 | 0.7432 | 0.1094 | 0.0257 | 0.0564 | 0.1243 | 0.1285 |
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| 0.7123 | 26.0 | 390 | 0.7426 | 0.1068 | 0.0277 | 0.0579 | 0.1151 | 0.1305 |
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| 0.7021 | 27.0 | 405 | 0.7400 | 0.1082 | 0.0268 | 0.0570 | 0.1270 | 0.1225 |
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| 0.703 | 28.0 | 420 | 0.7394 | 0.1124 | 0.0282 | 0.0577 | 0.1310 | 0.1285 |
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| 0.6928 | 29.0 | 435 | 0.7398 | 0.1034 | 0.0276 | 0.0559 | 0.1190 | 0.1185 |
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| 0.6903 | 30.0 | 450 | 0.7400 | 0.1073 | 0.0282 | 0.0577 | 0.1243 | 0.1225 |
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| 0.6885 | 31.0 | 465 | 0.7392 | 0.1097 | 0.0281 | 0.0575 | 0.1243 | 0.1285 |
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| 0.6859 | 32.0 | 480 | 0.7386 | 0.1197 | 0.0331 | 0.0674 | 0.1296 | 0.1446 |
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| 0.6808 | 33.0 | 495 | 0.7382 | 0.1238 | 0.0359 | 0.0677 | 0.1310 | 0.1526 |
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| 0.6861 | 34.0 | 510 | 0.7354 | 0.1116 | 0.0278 | 0.0579 | 0.1270 | 0.1305 |
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| 0.6619 | 35.0 | 525 | 0.7368 | 0.1147 | 0.0312 | 0.0586 | 0.1257 | 0.1386 |
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| 0.6889 | 36.0 | 540 | 0.7371 | 0.1106 | 0.0290 | 0.0571 | 0.1164 | 0.1386 |
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| 0.6792 | 37.0 | 555 | 0.7384 | 0.1176 | 0.0309 | 0.0584 | 0.1190 | 0.1526 |
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| 0.6751 | 38.0 | 570 | 0.7384 | 0.1087 | 0.0291 | 0.0571 | 0.1138 | 0.1365 |
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| 0.6703 | 39.0 | 585 | 0.7346 | 0.1113 | 0.0293 | 0.0588 | 0.1177 | 0.1386 |
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| 0.6777 | 40.0 | 600 | 0.7345 | 0.1114 | 0.0286 | 0.0571 | 0.1164 | 0.1406 |
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| 0.6587 | 41.0 | 615 | 0.7353 | 0.1036 | 0.0251 | 0.0497 | 0.1058 | 0.1345 |
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| 0.6564 | 42.0 | 630 | 0.7335 | 0.1090 | 0.0305 | 0.0606 | 0.1151 | 0.1345 |
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| 0.656 | 43.0 | 645 | 0.7344 | 0.1118 | 0.0304 | 0.0596 | 0.1164 | 0.1406 |
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| 0.659 | 44.0 | 660 | 0.7348 | 0.1112 | 0.0317 | 0.0608 | 0.1164 | 0.1386 |
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| 0.6561 | 45.0 | 675 | 0.7358 | 0.1078 | 0.0255 | 0.0514 | 0.1098 | 0.1406 |
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| 0.6471 | 46.0 | 690 | 0.7366 | 0.1032 | 0.0224 | 0.0453 | 0.1045 | 0.1365 |
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| 0.6572 | 47.0 | 705 | 0.7323 | 0.1048 | 0.0249 | 0.0513 | 0.1085 | 0.1345 |
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| 0.6497 | 48.0 | 720 | 0.7328 | 0.1055 | 0.0240 | 0.0481 | 0.1111 | 0.1345 |
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| 0.6472 | 49.0 | 735 | 0.7332 | 0.1036 | 0.0242 | 0.0480 | 0.1085 | 0.1325 |
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| 0.6406 | 50.0 | 750 | 0.7335 | 0.1018 | 0.0246 | 0.0480 | 0.1058 | 0.1305 |
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| 0.6602 | 51.0 | 765 | 0.7342 | 0.1015 | 0.0243 | 0.0480 | 0.1071 | 0.1285 |
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| 0.6557 | 52.0 | 780 | 0.7326 | 0.0994 | 0.0246 | 0.0481 | 0.1019 | 0.1285 |
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| 0.648 | 53.0 | 795 | 0.7320 | 0.1012 | 0.0244 | 0.0481 | 0.1085 | 0.1265 |
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| 0.6192 | 54.0 | 810 | 0.7330 | 0.1015 | 0.0244 | 0.0483 | 0.1111 | 0.1245 |
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| 0.6357 | 55.0 | 825 | 0.7330 | 0.1031 | 0.0246 | 0.0483 | 0.1111 | 0.1285 |
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| 0.6399 | 56.0 | 840 | 0.7347 | 0.1003 | 0.0252 | 0.0487 | 0.1058 | 0.1265 |
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| 0.6422 | 57.0 | 855 | 0.7341 | 0.1064 | 0.0256 | 0.0504 | 0.1204 | 0.1265 |
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| 0.6271 | 58.0 | 870 | 0.7331 | 0.1017 | 0.0263 | 0.0504 | 0.1085 | 0.1265 |
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| 0.6423 | 59.0 | 885 | 0.7335 | 0.1043 | 0.0261 | 0.0499 | 0.1111 | 0.1305 |
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| 0.6228 | 60.0 | 900 | 0.7330 | 0.1079 | 0.0254 | 0.0501 | 0.1164 | 0.1345 |
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| 0.6333 | 61.0 | 915 | 0.7353 | 0.1044 | 0.0274 | 0.0506 | 0.1151 | 0.1265 |
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| 0.6245 | 62.0 | 930 | 0.7346 | 0.0999 | 0.0255 | 0.0494 | 0.1085 | 0.1225 |
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| 0.6253 | 63.0 | 945 | 0.7331 | 0.0995 | 0.0261 | 0.0505 | 0.1071 | 0.1225 |
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| 0.6118 | 64.0 | 960 | 0.7363 | 0.1039 | 0.0256 | 0.0495 | 0.1124 | 0.1285 |
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| 121 |
+
| 0.641 | 65.0 | 975 | 0.7344 | 0.1028 | 0.0267 | 0.0506 | 0.1071 | 0.1305 |
|
| 122 |
+
| 0.6037 | 66.0 | 990 | 0.7349 | 0.1018 | 0.0263 | 0.0494 | 0.1071 | 0.1285 |
|
| 123 |
+
| 0.6268 | 67.0 | 1005 | 0.7353 | 0.1040 | 0.0247 | 0.0492 | 0.1111 | 0.1305 |
|
| 124 |
+
| 0.6209 | 68.0 | 1020 | 0.7366 | 0.1016 | 0.0241 | 0.0492 | 0.1111 | 0.1245 |
|
| 125 |
+
| 0.6071 | 69.0 | 1035 | 0.7373 | 0.1003 | 0.0265 | 0.0495 | 0.1071 | 0.1245 |
|
| 126 |
+
| 0.6301 | 70.0 | 1050 | 0.7364 | 0.1026 | 0.0263 | 0.0494 | 0.1071 | 0.1305 |
|
| 127 |
+
| 0.6162 | 71.0 | 1065 | 0.7355 | 0.1039 | 0.0254 | 0.0494 | 0.1085 | 0.1325 |
|
| 128 |
+
| 0.6219 | 72.0 | 1080 | 0.7343 | 0.1041 | 0.0264 | 0.0508 | 0.1124 | 0.1285 |
|
| 129 |
+
| 0.6135 | 73.0 | 1095 | 0.7367 | 0.1031 | 0.0256 | 0.0496 | 0.1124 | 0.1265 |
|
| 130 |
+
| 0.6013 | 74.0 | 1110 | 0.7348 | 0.1013 | 0.0249 | 0.0481 | 0.1085 | 0.1265 |
|
| 131 |
+
| 0.5978 | 75.0 | 1125 | 0.7355 | 0.1023 | 0.0250 | 0.0480 | 0.1111 | 0.1265 |
|
| 132 |
+
| 0.6143 | 76.0 | 1140 | 0.7335 | 0.1028 | 0.0249 | 0.0494 | 0.1098 | 0.1285 |
|
| 133 |
+
| 0.6098 | 77.0 | 1155 | 0.7322 | 0.1009 | 0.0247 | 0.0492 | 0.1071 | 0.1265 |
|
| 134 |
+
| 0.5996 | 78.0 | 1170 | 0.7347 | 0.1013 | 0.0247 | 0.0485 | 0.1124 | 0.1225 |
|
| 135 |
+
| 0.6046 | 79.0 | 1185 | 0.7373 | 0.0998 | 0.0252 | 0.0485 | 0.1045 | 0.1265 |
|
| 136 |
+
| 0.6001 | 80.0 | 1200 | 0.7336 | 0.1001 | 0.0256 | 0.0487 | 0.1071 | 0.1245 |
|
| 137 |
+
| 0.6004 | 81.0 | 1215 | 0.7345 | 0.0971 | 0.0204 | 0.0393 | 0.0992 | 0.1285 |
|
| 138 |
+
| 0.5954 | 82.0 | 1230 | 0.7364 | 0.0983 | 0.0238 | 0.0485 | 0.1071 | 0.1205 |
|
| 139 |
+
| 0.6229 | 83.0 | 1245 | 0.7363 | 0.0956 | 0.0197 | 0.0395 | 0.1058 | 0.1185 |
|
| 140 |
+
| 0.6012 | 84.0 | 1260 | 0.7343 | 0.1020 | 0.0242 | 0.0483 | 0.1124 | 0.1245 |
|
| 141 |
+
| 0.5748 | 85.0 | 1275 | 0.7354 | 0.0979 | 0.0198 | 0.0404 | 0.1071 | 0.1225 |
|
| 142 |
+
| 0.5846 | 86.0 | 1290 | 0.7356 | 0.1032 | 0.0248 | 0.0488 | 0.1151 | 0.1245 |
|
| 143 |
+
| 0.5848 | 87.0 | 1305 | 0.7345 | 0.1009 | 0.0248 | 0.0496 | 0.1071 | 0.1265 |
|
| 144 |
+
| 0.5915 | 88.0 | 1320 | 0.7368 | 0.0984 | 0.0198 | 0.0398 | 0.1045 | 0.1265 |
|
| 145 |
+
| 0.588 | 89.0 | 1335 | 0.7394 | 0.0901 | 0.0196 | 0.0393 | 0.0899 | 0.1205 |
|
| 146 |
+
| 0.5866 | 90.0 | 1350 | 0.7388 | 0.1018 | 0.0243 | 0.0490 | 0.1098 | 0.1265 |
|
| 147 |
+
| 0.5908 | 91.0 | 1365 | 0.7381 | 0.1002 | 0.0226 | 0.0451 | 0.1071 | 0.1265 |
|
| 148 |
+
| 0.5859 | 92.0 | 1380 | 0.7380 | 0.1018 | 0.0225 | 0.0450 | 0.1111 | 0.1265 |
|
| 149 |
+
| 0.5668 | 93.0 | 1395 | 0.7397 | 0.0971 | 0.0229 | 0.0450 | 0.0992 | 0.1265 |
|
| 150 |
+
| 0.573 | 94.0 | 1410 | 0.7392 | 0.0995 | 0.0229 | 0.0450 | 0.1071 | 0.1245 |
|
| 151 |
+
| 0.5822 | 95.0 | 1425 | 0.7392 | 0.0960 | 0.0197 | 0.0406 | 0.1045 | 0.1205 |
|
| 152 |
+
| 0.5891 | 96.0 | 1440 | 0.7416 | 0.0967 | 0.0189 | 0.0405 | 0.1045 | 0.1225 |
|
| 153 |
+
| 0.5813 | 97.0 | 1455 | 0.7401 | 0.0939 | 0.0200 | 0.0406 | 0.0992 | 0.1205 |
|
| 154 |
+
| 0.5726 | 98.0 | 1470 | 0.7406 | 0.0965 | 0.0197 | 0.0398 | 0.1058 | 0.1205 |
|
| 155 |
+
| 0.5959 | 99.0 | 1485 | 0.7432 | 0.0880 | 0.0198 | 0.0401 | 0.0886 | 0.1165 |
|
| 156 |
+
| 0.584 | 100.0 | 1500 | 0.7419 | 0.0930 | 0.0195 | 0.0397 | 0.0992 | 0.1185 |
|
| 157 |
+
| 0.5685 | 101.0 | 1515 | 0.7432 | 0.0926 | 0.0199 | 0.0406 | 0.0979 | 0.1185 |
|
| 158 |
+
| 0.5665 | 102.0 | 1530 | 0.7397 | 0.0935 | 0.0193 | 0.0392 | 0.1005 | 0.1185 |
|
| 159 |
+
| 0.5762 | 103.0 | 1545 | 0.7412 | 0.0929 | 0.0199 | 0.0408 | 0.1005 | 0.1165 |
|
| 160 |
+
| 0.5732 | 104.0 | 1560 | 0.7405 | 0.0977 | 0.0238 | 0.0485 | 0.1058 | 0.1205 |
|
| 161 |
+
| 0.5617 | 105.0 | 1575 | 0.7424 | 0.0887 | 0.0204 | 0.0409 | 0.0899 | 0.1165 |
|
| 162 |
+
| 0.5846 | 106.0 | 1590 | 0.7423 | 0.0932 | 0.0236 | 0.0459 | 0.0952 | 0.1205 |
|
| 163 |
+
| 0.584 | 107.0 | 1605 | 0.7435 | 0.0877 | 0.0213 | 0.0411 | 0.0873 | 0.1165 |
|
| 164 |
+
| 0.5589 | 108.0 | 1620 | 0.7454 | 0.0855 | 0.0205 | 0.0409 | 0.0780 | 0.1205 |
|
| 165 |
+
| 0.5708 | 109.0 | 1635 | 0.7430 | 0.0917 | 0.0201 | 0.0393 | 0.0979 | 0.1165 |
|
| 166 |
+
| 0.58 | 110.0 | 1650 | 0.7447 | 0.0879 | 0.0211 | 0.0408 | 0.0899 | 0.1145 |
|
| 167 |
+
| 0.5645 | 111.0 | 1665 | 0.7433 | 0.0923 | 0.0245 | 0.0459 | 0.0926 | 0.1205 |
|
| 168 |
+
| 0.5601 | 112.0 | 1680 | 0.7457 | 0.0971 | 0.0243 | 0.0461 | 0.1005 | 0.1245 |
|
| 169 |
+
| 0.5586 | 113.0 | 1695 | 0.7459 | 0.0968 | 0.0247 | 0.0457 | 0.1019 | 0.1225 |
|
| 170 |
+
| 0.5668 | 114.0 | 1710 | 0.7446 | 0.0933 | 0.0214 | 0.0413 | 0.0992 | 0.1185 |
|
| 171 |
+
| 0.5679 | 115.0 | 1725 | 0.7445 | 0.0960 | 0.0211 | 0.0413 | 0.1058 | 0.1185 |
|
| 172 |
+
| 0.5621 | 116.0 | 1740 | 0.7441 | 0.0967 | 0.0208 | 0.0412 | 0.1058 | 0.1205 |
|
| 173 |
+
| 0.5532 | 117.0 | 1755 | 0.7469 | 0.0976 | 0.0214 | 0.0415 | 0.1058 | 0.1225 |
|
| 174 |
+
| 0.5725 | 118.0 | 1770 | 0.7474 | 0.0923 | 0.0217 | 0.0411 | 0.0966 | 0.1185 |
|
| 175 |
+
| 0.5704 | 119.0 | 1785 | 0.7433 | 0.1012 | 0.0210 | 0.0406 | 0.1111 | 0.1265 |
|
| 176 |
+
| 0.5599 | 120.0 | 1800 | 0.7425 | 0.0953 | 0.0207 | 0.0407 | 0.1005 | 0.1225 |
|
| 177 |
+
| 0.5562 | 121.0 | 1815 | 0.7458 | 0.0954 | 0.0232 | 0.0413 | 0.1019 | 0.1205 |
|
| 178 |
+
| 0.5605 | 122.0 | 1830 | 0.7425 | 0.0947 | 0.0221 | 0.0410 | 0.1005 | 0.1205 |
|
| 179 |
+
| 0.5682 | 123.0 | 1845 | 0.7444 | 0.0902 | 0.0210 | 0.0396 | 0.0939 | 0.1165 |
|
| 180 |
+
| 0.5554 | 124.0 | 1860 | 0.7431 | 0.0952 | 0.0223 | 0.0405 | 0.1058 | 0.1165 |
|
| 181 |
+
| 0.5589 | 125.0 | 1875 | 0.7450 | 0.0950 | 0.0222 | 0.0408 | 0.0992 | 0.1225 |
|
| 182 |
+
| 0.5434 | 126.0 | 1890 | 0.7458 | 0.0938 | 0.0222 | 0.0395 | 0.0966 | 0.1225 |
|
| 183 |
+
| 0.5456 | 127.0 | 1905 | 0.7484 | 0.0934 | 0.0221 | 0.0413 | 0.0952 | 0.1225 |
|
| 184 |
+
| 0.5443 | 128.0 | 1920 | 0.7475 | 0.0948 | 0.0218 | 0.0398 | 0.0992 | 0.1225 |
|
| 185 |
+
| 0.5552 | 129.0 | 1935 | 0.7460 | 0.0908 | 0.0228 | 0.0414 | 0.0926 | 0.1185 |
|
| 186 |
+
| 0.5432 | 130.0 | 1950 | 0.7451 | 0.0935 | 0.0220 | 0.0398 | 0.0979 | 0.1205 |
|
| 187 |
+
| 0.55 | 131.0 | 1965 | 0.7464 | 0.0900 | 0.0201 | 0.0381 | 0.0939 | 0.1165 |
|
| 188 |
+
| 0.5596 | 132.0 | 1980 | 0.7503 | 0.0905 | 0.0213 | 0.0396 | 0.0926 | 0.1185 |
|
| 189 |
+
| 0.5651 | 133.0 | 1995 | 0.7502 | 0.0900 | 0.0210 | 0.0398 | 0.0913 | 0.1185 |
|
| 190 |
+
| 0.5324 | 134.0 | 2010 | 0.7501 | 0.0913 | 0.0208 | 0.0398 | 0.0926 | 0.1205 |
|
| 191 |
+
| 0.5502 | 135.0 | 2025 | 0.7513 | 0.0919 | 0.0213 | 0.0403 | 0.0979 | 0.1165 |
|
| 192 |
+
| 0.5534 | 136.0 | 2040 | 0.7489 | 0.0946 | 0.0203 | 0.0385 | 0.0992 | 0.1225 |
|
| 193 |
+
| 0.5203 | 137.0 | 2055 | 0.7495 | 0.0946 | 0.0205 | 0.0385 | 0.0992 | 0.1225 |
|
| 194 |
+
| 0.5486 | 138.0 | 2070 | 0.7499 | 0.0965 | 0.0221 | 0.0402 | 0.1032 | 0.1225 |
|
| 195 |
+
| 0.5468 | 139.0 | 2085 | 0.7511 | 0.0965 | 0.0221 | 0.0402 | 0.1032 | 0.1225 |
|
| 196 |
+
| 0.5377 | 140.0 | 2100 | 0.7503 | 0.0962 | 0.0213 | 0.0403 | 0.1045 | 0.1205 |
|
| 197 |
+
| 0.5516 | 141.0 | 2115 | 0.7493 | 0.0974 | 0.0212 | 0.0400 | 0.1058 | 0.1225 |
|
| 198 |
+
| 0.5559 | 142.0 | 2130 | 0.7494 | 0.0961 | 0.0218 | 0.0397 | 0.1045 | 0.1205 |
|
| 199 |
+
| 0.5375 | 143.0 | 2145 | 0.7510 | 0.0944 | 0.0209 | 0.0396 | 0.1045 | 0.1165 |
|
| 200 |
+
| 0.5538 | 144.0 | 2160 | 0.7504 | 0.0936 | 0.0204 | 0.0398 | 0.1045 | 0.1145 |
|
| 201 |
+
| 0.5344 | 145.0 | 2175 | 0.7500 | 0.0889 | 0.0202 | 0.0382 | 0.0952 | 0.1124 |
|
| 202 |
+
| 0.5442 | 146.0 | 2190 | 0.7485 | 0.0911 | 0.0209 | 0.0382 | 0.1005 | 0.1124 |
|
| 203 |
+
| 0.5402 | 147.0 | 2205 | 0.7518 | 0.0915 | 0.0208 | 0.0396 | 0.0992 | 0.1145 |
|
| 204 |
+
| 0.5317 | 148.0 | 2220 | 0.7522 | 0.0916 | 0.0217 | 0.0399 | 0.0992 | 0.1145 |
|
| 205 |
+
| 0.5387 | 149.0 | 2235 | 0.7499 | 0.0873 | 0.0214 | 0.0399 | 0.0926 | 0.1104 |
|
| 206 |
+
| 0.5345 | 150.0 | 2250 | 0.7516 | 0.0920 | 0.0231 | 0.0417 | 0.0913 | 0.1225 |
|
| 207 |
+
| 0.5281 | 151.0 | 2265 | 0.7522 | 0.0914 | 0.0226 | 0.0422 | 0.0979 | 0.1145 |
|
| 208 |
+
| 0.5448 | 152.0 | 2280 | 0.7544 | 0.0878 | 0.0213 | 0.0414 | 0.0873 | 0.1165 |
|
| 209 |
+
| 0.5257 | 153.0 | 2295 | 0.7532 | 0.0900 | 0.0218 | 0.0414 | 0.0886 | 0.1205 |
|
| 210 |
+
| 0.5289 | 154.0 | 2310 | 0.7532 | 0.0898 | 0.0212 | 0.0408 | 0.0886 | 0.1205 |
|
| 211 |
+
| 0.541 | 155.0 | 2325 | 0.7523 | 0.0932 | 0.0226 | 0.0409 | 0.0966 | 0.1205 |
|
| 212 |
+
| 0.5476 | 156.0 | 2340 | 0.7535 | 0.0910 | 0.0224 | 0.0410 | 0.0952 | 0.1165 |
|
| 213 |
+
| 0.5278 | 157.0 | 2355 | 0.7525 | 0.0955 | 0.0221 | 0.0409 | 0.0966 | 0.1265 |
|
| 214 |
+
| 0.5437 | 158.0 | 2370 | 0.7523 | 0.1022 | 0.0280 | 0.0515 | 0.1032 | 0.1325 |
|
| 215 |
+
| 0.538 | 159.0 | 2385 | 0.7533 | 0.0956 | 0.0226 | 0.0415 | 0.0966 | 0.1265 |
|
| 216 |
+
| 0.5302 | 160.0 | 2400 | 0.7542 | 0.0910 | 0.0225 | 0.0410 | 0.0952 | 0.1165 |
|
| 217 |
+
| 0.5262 | 161.0 | 2415 | 0.7556 | 0.0990 | 0.0276 | 0.0512 | 0.1032 | 0.1245 |
|
| 218 |
+
| 0.5354 | 162.0 | 2430 | 0.7539 | 0.0960 | 0.0277 | 0.0511 | 0.0979 | 0.1225 |
|
| 219 |
+
| 0.5451 | 163.0 | 2445 | 0.7552 | 0.0980 | 0.0282 | 0.0515 | 0.1005 | 0.1245 |
|
| 220 |
+
| 0.5283 | 164.0 | 2460 | 0.7542 | 0.1006 | 0.0279 | 0.0514 | 0.1071 | 0.1245 |
|
| 221 |
+
| 0.5217 | 165.0 | 2475 | 0.7567 | 0.1006 | 0.0279 | 0.0514 | 0.1071 | 0.1245 |
|
| 222 |
+
| 0.5203 | 166.0 | 2490 | 0.7569 | 0.0955 | 0.0241 | 0.0445 | 0.0992 | 0.1225 |
|
| 223 |
+
| 0.5265 | 167.0 | 2505 | 0.7576 | 0.0954 | 0.0243 | 0.0429 | 0.0952 | 0.1265 |
|
| 224 |
+
| 0.5145 | 168.0 | 2520 | 0.7560 | 0.0938 | 0.0244 | 0.0428 | 0.0952 | 0.1225 |
|
| 225 |
+
| 0.5225 | 169.0 | 2535 | 0.7530 | 0.0914 | 0.0232 | 0.0408 | 0.0899 | 0.1225 |
|
| 226 |
+
| 0.5265 | 170.0 | 2550 | 0.7573 | 0.0918 | 0.0227 | 0.0404 | 0.0913 | 0.1225 |
|
| 227 |
+
| 0.5309 | 171.0 | 2565 | 0.7562 | 0.1022 | 0.0285 | 0.0514 | 0.1071 | 0.1285 |
|
| 228 |
+
| 0.5343 | 172.0 | 2580 | 0.7542 | 0.1014 | 0.0280 | 0.0511 | 0.1032 | 0.1305 |
|
| 229 |
+
| 0.5313 | 173.0 | 2595 | 0.7570 | 0.0995 | 0.0287 | 0.0505 | 0.1005 | 0.1285 |
|
| 230 |
+
| 0.5218 | 174.0 | 2610 | 0.7595 | 0.0979 | 0.0278 | 0.0509 | 0.1045 | 0.1205 |
|
| 231 |
+
| 0.5222 | 175.0 | 2625 | 0.7594 | 0.0951 | 0.0234 | 0.0406 | 0.0952 | 0.1265 |
|
| 232 |
+
| 0.5302 | 176.0 | 2640 | 0.7572 | 0.1006 | 0.0279 | 0.0511 | 0.1032 | 0.1285 |
|
| 233 |
+
| 0.5132 | 177.0 | 2655 | 0.7582 | 0.0951 | 0.0232 | 0.0406 | 0.0952 | 0.1265 |
|
| 234 |
+
| 0.5145 | 178.0 | 2670 | 0.7595 | 0.0961 | 0.0227 | 0.0403 | 0.0979 | 0.1265 |
|
| 235 |
+
| 0.533 | 179.0 | 2685 | 0.7570 | 0.0961 | 0.0227 | 0.0403 | 0.0979 | 0.1265 |
|
| 236 |
+
| 0.5108 | 180.0 | 2700 | 0.7581 | 0.0945 | 0.0224 | 0.0415 | 0.0979 | 0.1225 |
|
| 237 |
+
| 0.5277 | 181.0 | 2715 | 0.7590 | 0.0935 | 0.0229 | 0.0417 | 0.0952 | 0.1225 |
|
| 238 |
+
| 0.5229 | 182.0 | 2730 | 0.7600 | 0.0935 | 0.0229 | 0.0417 | 0.0952 | 0.1225 |
|
| 239 |
+
| 0.5223 | 183.0 | 2745 | 0.7600 | 0.1037 | 0.0277 | 0.0508 | 0.1032 | 0.1365 |
|
| 240 |
+
| 0.5073 | 184.0 | 2760 | 0.7614 | 0.0976 | 0.0225 | 0.0403 | 0.1019 | 0.1265 |
|
| 241 |
+
| 0.5073 | 185.0 | 2775 | 0.7588 | 0.0961 | 0.0223 | 0.0415 | 0.1019 | 0.1225 |
|
| 242 |
+
| 0.5018 | 186.0 | 2790 | 0.7595 | 0.0935 | 0.0227 | 0.0417 | 0.0992 | 0.1185 |
|
| 243 |
+
| 0.5013 | 187.0 | 2805 | 0.7622 | 0.0952 | 0.0229 | 0.0420 | 0.0992 | 0.1225 |
|
| 244 |
+
| 0.524 | 188.0 | 2820 | 0.7632 | 0.0920 | 0.0232 | 0.0423 | 0.0952 | 0.1185 |
|
| 245 |
+
| 0.5232 | 189.0 | 2835 | 0.7642 | 0.0981 | 0.0288 | 0.0521 | 0.1005 | 0.1245 |
|
| 246 |
+
| 0.5166 | 190.0 | 2850 | 0.7619 | 0.0955 | 0.0288 | 0.0523 | 0.0939 | 0.1245 |
|
| 247 |
+
| 0.5178 | 191.0 | 2865 | 0.7629 | 0.0989 | 0.0369 | 0.0652 | 0.0992 | 0.1225 |
|
| 248 |
+
| 0.5067 | 192.0 | 2880 | 0.7637 | 0.1007 | 0.0376 | 0.0637 | 0.0979 | 0.1285 |
|
| 249 |
+
| 0.5142 | 193.0 | 2895 | 0.7653 | 0.0972 | 0.0292 | 0.0508 | 0.0926 | 0.1305 |
|
| 250 |
+
| 0.5041 | 194.0 | 2910 | 0.7640 | 0.0957 | 0.0289 | 0.0519 | 0.0926 | 0.1265 |
|
| 251 |
+
| 0.5126 | 195.0 | 2925 | 0.7625 | 0.1030 | 0.0365 | 0.0644 | 0.1058 | 0.1265 |
|
| 252 |
+
| 0.5177 | 196.0 | 2940 | 0.7629 | 0.0911 | 0.0238 | 0.0425 | 0.0926 | 0.1185 |
|
| 253 |
+
| 0.5052 | 197.0 | 2955 | 0.7619 | 0.0904 | 0.0231 | 0.0422 | 0.0952 | 0.1145 |
|
| 254 |
+
| 0.5036 | 198.0 | 2970 | 0.7586 | 0.0915 | 0.0223 | 0.0406 | 0.0926 | 0.1205 |
|
| 255 |
+
| 0.5066 | 199.0 | 2985 | 0.7596 | 0.0991 | 0.0271 | 0.0503 | 0.1019 | 0.1265 |
|
| 256 |
+
| 0.5085 | 200.0 | 3000 | 0.7618 | 0.0984 | 0.0276 | 0.0509 | 0.1019 | 0.1245 |
|
| 257 |
+
| 0.5088 | 201.0 | 3015 | 0.7625 | 0.0940 | 0.0226 | 0.0406 | 0.0926 | 0.1265 |
|
| 258 |
+
| 0.4979 | 202.0 | 3030 | 0.7615 | 0.0930 | 0.0231 | 0.0408 | 0.0899 | 0.1265 |
|
| 259 |
+
| 0.5133 | 203.0 | 3045 | 0.7603 | 0.0983 | 0.0288 | 0.0507 | 0.0952 | 0.1305 |
|
| 260 |
+
| 0.5016 | 204.0 | 3060 | 0.7622 | 0.1016 | 0.0282 | 0.0503 | 0.1019 | 0.1325 |
|
| 261 |
+
| 0.5148 | 205.0 | 3075 | 0.7637 | 0.1003 | 0.0284 | 0.0501 | 0.0966 | 0.1345 |
|
| 262 |
+
| 0.5109 | 206.0 | 3090 | 0.7622 | 0.0951 | 0.0229 | 0.0412 | 0.0952 | 0.1265 |
|
| 263 |
+
| 0.508 | 207.0 | 3105 | 0.7628 | 0.0974 | 0.0228 | 0.0408 | 0.0992 | 0.1285 |
|
| 264 |
+
| 0.4963 | 208.0 | 3120 | 0.7626 | 0.0959 | 0.0230 | 0.0408 | 0.0952 | 0.1285 |
|
| 265 |
+
| 0.5114 | 209.0 | 3135 | 0.7638 | 0.0981 | 0.0290 | 0.0520 | 0.1005 | 0.1245 |
|
| 266 |
+
| 0.5119 | 210.0 | 3150 | 0.7623 | 0.1046 | 0.0371 | 0.0634 | 0.1058 | 0.1305 |
|
| 267 |
+
| 0.5138 | 211.0 | 3165 | 0.7626 | 0.1054 | 0.0372 | 0.0630 | 0.1058 | 0.1325 |
|
| 268 |
+
| 0.5026 | 212.0 | 3180 | 0.7641 | 0.1085 | 0.0356 | 0.0618 | 0.1085 | 0.1386 |
|
| 269 |
+
| 0.5033 | 213.0 | 3195 | 0.7644 | 0.1054 | 0.0361 | 0.0623 | 0.1085 | 0.1305 |
|
| 270 |
+
| 0.4936 | 214.0 | 3210 | 0.7660 | 0.1021 | 0.0329 | 0.0559 | 0.1045 | 0.1285 |
|
| 271 |
+
| 0.4992 | 215.0 | 3225 | 0.7673 | 0.1030 | 0.0360 | 0.0616 | 0.1005 | 0.1325 |
|
| 272 |
+
| 0.5046 | 216.0 | 3240 | 0.7690 | 0.1026 | 0.0285 | 0.0493 | 0.1045 | 0.1325 |
|
| 273 |
+
| 0.5006 | 217.0 | 3255 | 0.7678 | 0.1002 | 0.0315 | 0.0544 | 0.1045 | 0.1245 |
|
| 274 |
+
| 0.4956 | 218.0 | 3270 | 0.7654 | 0.1052 | 0.0362 | 0.0627 | 0.1098 | 0.1285 |
|
| 275 |
+
| 0.4987 | 219.0 | 3285 | 0.7628 | 0.1036 | 0.0362 | 0.0627 | 0.1098 | 0.1245 |
|
| 276 |
+
| 0.4864 | 220.0 | 3300 | 0.7649 | 0.1036 | 0.0362 | 0.0627 | 0.1098 | 0.1245 |
|
| 277 |
+
| 0.4985 | 221.0 | 3315 | 0.7666 | 0.1054 | 0.0373 | 0.0634 | 0.1098 | 0.1285 |
|
| 278 |
+
| 0.5049 | 222.0 | 3330 | 0.7674 | 0.1053 | 0.0373 | 0.0626 | 0.1058 | 0.1325 |
|
| 279 |
+
| 0.5141 | 223.0 | 3345 | 0.7672 | 0.1039 | 0.0361 | 0.0625 | 0.1005 | 0.1345 |
|
| 280 |
+
| 0.51 | 224.0 | 3360 | 0.7653 | 0.1053 | 0.0367 | 0.0626 | 0.1058 | 0.1325 |
|
| 281 |
+
| 0.5003 | 225.0 | 3375 | 0.7652 | 0.1053 | 0.0367 | 0.0626 | 0.1058 | 0.1325 |
|
| 282 |
+
| 0.4862 | 226.0 | 3390 | 0.7649 | 0.1053 | 0.0371 | 0.0626 | 0.1098 | 0.1285 |
|
| 283 |
+
| 0.5022 | 227.0 | 3405 | 0.7668 | 0.1026 | 0.0283 | 0.0492 | 0.1045 | 0.1325 |
|
| 284 |
+
| 0.5011 | 228.0 | 3420 | 0.7660 | 0.1051 | 0.0360 | 0.0621 | 0.1098 | 0.1285 |
|
| 285 |
+
| 0.4936 | 229.0 | 3435 | 0.7644 | 0.1051 | 0.0357 | 0.0620 | 0.1058 | 0.1325 |
|
| 286 |
+
| 0.4953 | 230.0 | 3450 | 0.7646 | 0.1035 | 0.0355 | 0.0620 | 0.1058 | 0.1285 |
|
| 287 |
+
| 0.5059 | 231.0 | 3465 | 0.7658 | 0.1051 | 0.0355 | 0.0620 | 0.1058 | 0.1325 |
|
| 288 |
+
| 0.495 | 232.0 | 3480 | 0.7668 | 0.1012 | 0.0357 | 0.0622 | 0.0979 | 0.1305 |
|
| 289 |
+
| 0.4953 | 233.0 | 3495 | 0.7681 | 0.0983 | 0.0357 | 0.0630 | 0.0926 | 0.1285 |
|
| 290 |
+
| 0.5041 | 234.0 | 3510 | 0.7696 | 0.1000 | 0.0361 | 0.0632 | 0.0926 | 0.1325 |
|
| 291 |
+
| 0.479 | 235.0 | 3525 | 0.7697 | 0.1028 | 0.0357 | 0.0625 | 0.1019 | 0.1305 |
|
| 292 |
+
| 0.4886 | 236.0 | 3540 | 0.7678 | 0.1057 | 0.0344 | 0.0613 | 0.1098 | 0.1305 |
|
| 293 |
+
| 0.4928 | 237.0 | 3555 | 0.7675 | 0.1066 | 0.0351 | 0.0620 | 0.1098 | 0.1325 |
|
| 294 |
+
| 0.4983 | 238.0 | 3570 | 0.7665 | 0.1066 | 0.0351 | 0.0620 | 0.1098 | 0.1325 |
|
| 295 |
+
| 0.5049 | 239.0 | 3585 | 0.7664 | 0.1068 | 0.0363 | 0.0623 | 0.1098 | 0.1325 |
|
| 296 |
+
| 0.4927 | 240.0 | 3600 | 0.7669 | 0.1047 | 0.0371 | 0.0620 | 0.1045 | 0.1325 |
|
| 297 |
+
| 0.4982 | 241.0 | 3615 | 0.7665 | 0.1047 | 0.0369 | 0.0623 | 0.1045 | 0.1325 |
|
| 298 |
+
| 0.4955 | 242.0 | 3630 | 0.7649 | 0.1047 | 0.0369 | 0.0623 | 0.1045 | 0.1325 |
|
| 299 |
+
| 0.4897 | 243.0 | 3645 | 0.7649 | 0.1032 | 0.0358 | 0.0617 | 0.0992 | 0.1345 |
|
| 300 |
+
| 0.4912 | 244.0 | 3660 | 0.7660 | 0.1032 | 0.0356 | 0.0619 | 0.0992 | 0.1345 |
|
| 301 |
+
| 0.4944 | 245.0 | 3675 | 0.7665 | 0.1016 | 0.0356 | 0.0619 | 0.0992 | 0.1305 |
|
| 302 |
+
| 0.5002 | 246.0 | 3690 | 0.7668 | 0.1016 | 0.0356 | 0.0619 | 0.0992 | 0.1305 |
|
| 303 |
+
| 0.4962 | 247.0 | 3705 | 0.7677 | 0.1033 | 0.0363 | 0.0620 | 0.0992 | 0.1345 |
|
| 304 |
+
| 0.4951 | 248.0 | 3720 | 0.7676 | 0.1034 | 0.0366 | 0.0624 | 0.0992 | 0.1345 |
|
| 305 |
+
| 0.4998 | 249.0 | 3735 | 0.7676 | 0.1034 | 0.0366 | 0.0624 | 0.0992 | 0.1345 |
|
| 306 |
+
| 0.5066 | 250.0 | 3750 | 0.7684 | 0.1034 | 0.0366 | 0.0624 | 0.0992 | 0.1345 |
|
| 307 |
+
| 0.4846 | 251.0 | 3765 | 0.7692 | 0.1000 | 0.0287 | 0.0497 | 0.0939 | 0.1365 |
|
| 308 |
+
| 0.4949 | 252.0 | 3780 | 0.7690 | 0.1000 | 0.0287 | 0.0497 | 0.0939 | 0.1365 |
|
| 309 |
+
| 0.4924 | 253.0 | 3795 | 0.7679 | 0.1032 | 0.0358 | 0.0617 | 0.0992 | 0.1345 |
|
| 310 |
+
| 0.4848 | 254.0 | 3810 | 0.7670 | 0.1032 | 0.0358 | 0.0617 | 0.0992 | 0.1345 |
|
| 311 |
+
| 0.4861 | 255.0 | 3825 | 0.7688 | 0.1059 | 0.0358 | 0.0617 | 0.1058 | 0.1345 |
|
| 312 |
+
| 0.4821 | 256.0 | 3840 | 0.7692 | 0.1059 | 0.0356 | 0.0619 | 0.1058 | 0.1345 |
|
| 313 |
+
| 0.4795 | 257.0 | 3855 | 0.7701 | 0.1027 | 0.0290 | 0.0499 | 0.1005 | 0.1365 |
|
| 314 |
+
| 0.4769 | 258.0 | 3870 | 0.7707 | 0.1061 | 0.0370 | 0.0627 | 0.1058 | 0.1345 |
|
| 315 |
+
| 0.4921 | 259.0 | 3885 | 0.7703 | 0.1034 | 0.0369 | 0.0627 | 0.0992 | 0.1345 |
|
| 316 |
+
| 0.4967 | 260.0 | 3900 | 0.7686 | 0.1034 | 0.0369 | 0.0627 | 0.0992 | 0.1345 |
|
| 317 |
+
| 0.4865 | 261.0 | 3915 | 0.7688 | 0.1034 | 0.0365 | 0.0624 | 0.0992 | 0.1345 |
|
| 318 |
+
| 0.4919 | 262.0 | 3930 | 0.7694 | 0.1034 | 0.0365 | 0.0624 | 0.0992 | 0.1345 |
|
| 319 |
+
| 0.4886 | 263.0 | 3945 | 0.7692 | 0.1035 | 0.0370 | 0.0627 | 0.0992 | 0.1345 |
|
| 320 |
+
| 0.4968 | 264.0 | 3960 | 0.7691 | 0.1033 | 0.0360 | 0.0622 | 0.0992 | 0.1345 |
|
| 321 |
+
| 0.4832 | 265.0 | 3975 | 0.7697 | 0.1033 | 0.0360 | 0.0622 | 0.0992 | 0.1345 |
|
| 322 |
+
| 0.4951 | 266.0 | 3990 | 0.7691 | 0.1033 | 0.0357 | 0.0622 | 0.0992 | 0.1345 |
|
| 323 |
+
| 0.4734 | 267.0 | 4005 | 0.7685 | 0.1033 | 0.0358 | 0.0622 | 0.0992 | 0.1345 |
|
| 324 |
+
| 0.4914 | 268.0 | 4020 | 0.7687 | 0.1033 | 0.0357 | 0.0622 | 0.0992 | 0.1345 |
|
| 325 |
+
| 0.4966 | 269.0 | 4035 | 0.7685 | 0.1033 | 0.0357 | 0.0622 | 0.0992 | 0.1345 |
|
| 326 |
+
| 0.4794 | 270.0 | 4050 | 0.7685 | 0.1033 | 0.0360 | 0.0622 | 0.0992 | 0.1345 |
|
| 327 |
+
| 0.4933 | 271.0 | 4065 | 0.7683 | 0.1033 | 0.0358 | 0.0622 | 0.0992 | 0.1345 |
|
| 328 |
+
| 0.4854 | 272.0 | 4080 | 0.7679 | 0.1033 | 0.0357 | 0.0622 | 0.0992 | 0.1345 |
|
| 329 |
+
| 0.4883 | 273.0 | 4095 | 0.7677 | 0.1033 | 0.0357 | 0.0622 | 0.0992 | 0.1345 |
|
| 330 |
+
| 0.4716 | 274.0 | 4110 | 0.7682 | 0.1033 | 0.0357 | 0.0622 | 0.0992 | 0.1345 |
|
| 331 |
+
| 0.4723 | 275.0 | 4125 | 0.7685 | 0.1033 | 0.0360 | 0.0622 | 0.0992 | 0.1345 |
|
| 332 |
+
| 0.494 | 276.0 | 4140 | 0.7689 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 333 |
+
| 0.5029 | 277.0 | 4155 | 0.7690 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 334 |
+
| 0.4992 | 278.0 | 4170 | 0.7690 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 335 |
+
| 0.4894 | 279.0 | 4185 | 0.7680 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 336 |
+
| 0.4767 | 280.0 | 4200 | 0.7683 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 337 |
+
| 0.4905 | 281.0 | 4215 | 0.7687 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 338 |
+
| 0.483 | 282.0 | 4230 | 0.7689 | 0.1039 | 0.0363 | 0.0622 | 0.1005 | 0.1345 |
|
| 339 |
+
| 0.4819 | 283.0 | 4245 | 0.7687 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 340 |
+
| 0.5006 | 284.0 | 4260 | 0.7686 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 341 |
+
| 0.484 | 285.0 | 4275 | 0.7685 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 342 |
+
| 0.4803 | 286.0 | 4290 | 0.7685 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 343 |
+
| 0.4926 | 287.0 | 4305 | 0.7688 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 344 |
+
| 0.4876 | 288.0 | 4320 | 0.7687 | 0.1033 | 0.0360 | 0.0622 | 0.0992 | 0.1345 |
|
| 345 |
+
| 0.4811 | 289.0 | 4335 | 0.7686 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 346 |
+
| 0.4783 | 290.0 | 4350 | 0.7687 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 347 |
+
| 0.4779 | 291.0 | 4365 | 0.7689 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 348 |
+
| 0.4829 | 292.0 | 4380 | 0.7689 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 349 |
+
| 0.4968 | 293.0 | 4395 | 0.7691 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 350 |
+
| 0.4938 | 294.0 | 4410 | 0.7691 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 351 |
+
| 0.4854 | 295.0 | 4425 | 0.7691 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 352 |
+
| 0.4843 | 296.0 | 4440 | 0.7690 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 353 |
+
| 0.4926 | 297.0 | 4455 | 0.7689 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 354 |
+
| 0.493 | 298.0 | 4470 | 0.7690 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 355 |
+
| 0.496 | 299.0 | 4485 | 0.7690 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 356 |
+
| 0.4781 | 300.0 | 4500 | 0.7690 | 0.1033 | 0.0362 | 0.0619 | 0.0992 | 0.1345 |
|
| 357 |
|
| 358 |
|
| 359 |
### Framework versions
|
| 360 |
|
|
|
|
| 361 |
- Transformers 4.31.0
|
| 362 |
- Pytorch 2.0.1
|
| 363 |
- Datasets 2.14.4
|