End of training
Browse files- README.md +538 -26
- all_results.json +10 -10
- eval_results.json +6 -6
- pytorch_model.bin +1 -1
- train_results.json +5 -5
- trainer_state.json +0 -0
- training_args.bin +1 -1
README.md
CHANGED
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@@ -5,8 +5,6 @@ tags:
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- generated_from_trainer
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metrics:
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- accuracy
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-
datasets:
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- ghermoso/egtzan_plus
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model-index:
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- name: vit-eGTZANplus
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results: []
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@@ -19,8 +17,8 @@ should probably proofread and complete it, then remove this comment. -->
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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-
- Loss: 0.
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-
- Accuracy: 0.
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## Model description
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@@ -45,33 +43,547 @@ The following hyperparameters were used during training:
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- seed: 42
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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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-
- num_epochs:
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| 75 |
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### Framework versions
|
|
|
|
| 5 |
- generated_from_trainer
|
| 6 |
metrics:
|
| 7 |
- accuracy
|
|
|
|
|
|
|
| 8 |
model-index:
|
| 9 |
- name: vit-eGTZANplus
|
| 10 |
results: []
|
|
|
|
| 17 |
|
| 18 |
This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on an unknown dataset.
|
| 19 |
It achieves the following results on the evaluation set:
|
| 20 |
+
- Loss: 0.8358
|
| 21 |
+
- Accuracy: 0.7460
|
| 22 |
|
| 23 |
## Model description
|
| 24 |
|
|
|
|
| 43 |
- seed: 42
|
| 44 |
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
| 45 |
- lr_scheduler_type: linear
|
| 46 |
+
- num_epochs: 50
|
| 47 |
|
| 48 |
### Training results
|
| 49 |
|
| 50 |
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 51 |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
| 52 |
+
| 2.4098 | 0.09 | 10 | 2.3849 | 0.1429 |
|
| 53 |
+
| 2.3376 | 0.19 | 20 | 2.2577 | 0.2116 |
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| 54 |
+
| 2.2047 | 0.28 | 30 | 2.1582 | 0.2963 |
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| 55 |
+
| 2.1267 | 0.37 | 40 | 1.9420 | 0.3862 |
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| 56 |
+
| 2.0365 | 0.47 | 50 | 1.9487 | 0.3651 |
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| 57 |
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| 1.9884 | 0.56 | 60 | 1.7400 | 0.4974 |
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| 58 |
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| 1.8822 | 0.65 | 70 | 1.6513 | 0.4550 |
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| 1.7083 | 0.75 | 80 | 1.5605 | 0.4603 |
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| 60 |
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| 1.6416 | 0.84 | 90 | 1.5727 | 0.4921 |
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| 1.6473 | 0.93 | 100 | 1.6485 | 0.4656 |
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| 62 |
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| 1.3355 | 1.03 | 110 | 1.4000 | 0.5344 |
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| 63 |
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| 1.4677 | 1.12 | 120 | 1.3446 | 0.5450 |
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| 64 |
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| 1.3832 | 1.21 | 130 | 1.3657 | 0.5556 |
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| 65 |
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| 1.3364 | 1.31 | 140 | 1.2558 | 0.5820 |
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| 66 |
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| 1.3741 | 1.4 | 150 | 1.4309 | 0.5344 |
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| 67 |
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| 1.3806 | 1.5 | 160 | 1.3130 | 0.5873 |
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| 68 |
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| 1.096 | 1.59 | 170 | 1.2385 | 0.6085 |
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| 69 |
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| 1.2139 | 1.68 | 180 | 1.2447 | 0.5926 |
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| 70 |
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| 1.1646 | 1.78 | 190 | 1.1505 | 0.6243 |
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| 71 |
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| 1.1851 | 1.87 | 200 | 1.2925 | 0.5556 |
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| 72 |
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| 1.0773 | 1.96 | 210 | 1.0258 | 0.6825 |
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| 73 |
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| 1.2694 | 2.06 | 220 | 1.1973 | 0.5979 |
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| 74 |
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| 0.8254 | 2.15 | 230 | 0.9814 | 0.7143 |
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| 75 |
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| 0.8614 | 2.24 | 240 | 1.1237 | 0.6561 |
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| 76 |
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| 0.961 | 2.34 | 250 | 1.0818 | 0.6667 |
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| 77 |
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| 0.8305 | 2.43 | 260 | 1.0328 | 0.6614 |
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| 78 |
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| 0.882 | 2.52 | 270 | 1.1383 | 0.6349 |
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| 79 |
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| 0.9153 | 2.62 | 280 | 1.0411 | 0.6508 |
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| 80 |
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| 0.8855 | 2.71 | 290 | 0.9475 | 0.6984 |
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| 81 |
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| 0.8792 | 2.8 | 300 | 1.1673 | 0.5979 |
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| 82 |
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| 0.8555 | 2.9 | 310 | 0.8777 | 0.7407 |
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| 83 |
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| 0.8841 | 2.99 | 320 | 1.0181 | 0.6720 |
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| 84 |
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| 0.5579 | 3.08 | 330 | 1.0528 | 0.6614 |
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| 85 |
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| 0.5953 | 3.18 | 340 | 1.0959 | 0.6455 |
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| 86 |
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| 0.62 | 3.27 | 350 | 0.9121 | 0.7037 |
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| 87 |
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| 0.7633 | 3.36 | 360 | 0.9261 | 0.6984 |
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| 88 |
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| 0.7009 | 3.46 | 370 | 1.1945 | 0.6296 |
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| 89 |
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| 0.8007 | 3.55 | 380 | 1.0851 | 0.6296 |
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| 90 |
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| 0.7921 | 3.64 | 390 | 0.9358 | 0.6984 |
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| 91 |
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| 0.5837 | 3.74 | 400 | 0.9875 | 0.6667 |
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| 92 |
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| 0.6557 | 3.83 | 410 | 0.9544 | 0.6931 |
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| 93 |
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| 0.8081 | 3.93 | 420 | 1.0879 | 0.6561 |
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| 94 |
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| 0.7486 | 4.02 | 430 | 1.2661 | 0.6190 |
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| 95 |
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| 0.5166 | 4.11 | 440 | 0.9325 | 0.7143 |
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| 96 |
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| 0.4375 | 4.21 | 450 | 0.8820 | 0.7037 |
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| 97 |
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| 0.4839 | 4.3 | 460 | 1.0534 | 0.6825 |
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| 98 |
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| 0.3932 | 4.39 | 470 | 1.0016 | 0.7037 |
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| 99 |
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| 0.4672 | 4.49 | 480 | 0.8358 | 0.7460 |
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| 100 |
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| 0.4839 | 4.58 | 490 | 1.0011 | 0.6667 |
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| 101 |
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| 0.4536 | 4.67 | 500 | 1.4390 | 0.5926 |
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| 102 |
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| 0.5925 | 4.77 | 510 | 1.0700 | 0.6455 |
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| 103 |
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| 0.4905 | 4.86 | 520 | 1.0934 | 0.6772 |
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| 104 |
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| 0.6323 | 4.95 | 530 | 1.0741 | 0.6561 |
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| 105 |
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| 0.3686 | 5.05 | 540 | 1.1764 | 0.6614 |
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| 106 |
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| 0.3233 | 5.14 | 550 | 0.9969 | 0.6667 |
|
| 107 |
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| 0.2791 | 5.23 | 560 | 1.2018 | 0.6614 |
|
| 108 |
+
| 0.2798 | 5.33 | 570 | 1.0336 | 0.6772 |
|
| 109 |
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| 0.2892 | 5.42 | 580 | 1.3316 | 0.6296 |
|
| 110 |
+
| 0.317 | 5.51 | 590 | 1.0160 | 0.7090 |
|
| 111 |
+
| 0.3673 | 5.61 | 600 | 1.3200 | 0.6190 |
|
| 112 |
+
| 0.4733 | 5.7 | 610 | 1.2424 | 0.6455 |
|
| 113 |
+
| 0.4683 | 5.79 | 620 | 0.8893 | 0.7249 |
|
| 114 |
+
| 0.4179 | 5.89 | 630 | 1.0193 | 0.7143 |
|
| 115 |
+
| 0.3667 | 5.98 | 640 | 0.9951 | 0.7037 |
|
| 116 |
+
| 0.2212 | 6.07 | 650 | 0.9019 | 0.7354 |
|
| 117 |
+
| 0.1881 | 6.17 | 660 | 1.1512 | 0.6561 |
|
| 118 |
+
| 0.2403 | 6.26 | 670 | 1.0092 | 0.7090 |
|
| 119 |
+
| 0.2597 | 6.36 | 680 | 1.1817 | 0.6825 |
|
| 120 |
+
| 0.2644 | 6.45 | 690 | 1.2586 | 0.6508 |
|
| 121 |
+
| 0.2562 | 6.54 | 700 | 1.0005 | 0.7196 |
|
| 122 |
+
| 0.1487 | 6.64 | 710 | 1.2767 | 0.6508 |
|
| 123 |
+
| 0.2953 | 6.73 | 720 | 1.2538 | 0.6984 |
|
| 124 |
+
| 0.1725 | 6.82 | 730 | 1.2238 | 0.6561 |
|
| 125 |
+
| 0.2037 | 6.92 | 740 | 1.4681 | 0.6085 |
|
| 126 |
+
| 0.2592 | 7.01 | 750 | 1.2074 | 0.7090 |
|
| 127 |
+
| 0.1851 | 7.1 | 760 | 1.1313 | 0.6825 |
|
| 128 |
+
| 0.0958 | 7.2 | 770 | 1.2229 | 0.6931 |
|
| 129 |
+
| 0.0947 | 7.29 | 780 | 1.3873 | 0.6614 |
|
| 130 |
+
| 0.2053 | 7.38 | 790 | 1.4111 | 0.6667 |
|
| 131 |
+
| 0.2165 | 7.48 | 800 | 1.3088 | 0.6878 |
|
| 132 |
+
| 0.2425 | 7.57 | 810 | 1.3992 | 0.6984 |
|
| 133 |
+
| 0.1644 | 7.66 | 820 | 1.0806 | 0.7249 |
|
| 134 |
+
| 0.3093 | 7.76 | 830 | 1.2142 | 0.6878 |
|
| 135 |
+
| 0.2525 | 7.85 | 840 | 1.3408 | 0.6561 |
|
| 136 |
+
| 0.3339 | 7.94 | 850 | 1.1809 | 0.7249 |
|
| 137 |
+
| 0.1044 | 8.04 | 860 | 1.2689 | 0.6667 |
|
| 138 |
+
| 0.093 | 8.13 | 870 | 1.2093 | 0.7090 |
|
| 139 |
+
| 0.2934 | 8.22 | 880 | 1.1540 | 0.6720 |
|
| 140 |
+
| 0.2133 | 8.32 | 890 | 1.5836 | 0.6349 |
|
| 141 |
+
| 0.2045 | 8.41 | 900 | 1.2565 | 0.6508 |
|
| 142 |
+
| 0.2886 | 8.5 | 910 | 1.3675 | 0.6614 |
|
| 143 |
+
| 0.128 | 8.6 | 920 | 1.2137 | 0.6720 |
|
| 144 |
+
| 0.0785 | 8.69 | 930 | 1.3207 | 0.6825 |
|
| 145 |
+
| 0.1409 | 8.79 | 940 | 1.2279 | 0.6878 |
|
| 146 |
+
| 0.1221 | 8.88 | 950 | 0.9319 | 0.7513 |
|
| 147 |
+
| 0.112 | 8.97 | 960 | 1.2673 | 0.6720 |
|
| 148 |
+
| 0.0863 | 9.07 | 970 | 1.3446 | 0.6931 |
|
| 149 |
+
| 0.0915 | 9.16 | 980 | 1.1720 | 0.7037 |
|
| 150 |
+
| 0.0911 | 9.25 | 990 | 1.2162 | 0.6984 |
|
| 151 |
+
| 0.0763 | 9.35 | 1000 | 1.1872 | 0.7143 |
|
| 152 |
+
| 0.0524 | 9.44 | 1010 | 1.3205 | 0.6878 |
|
| 153 |
+
| 0.1508 | 9.53 | 1020 | 1.5726 | 0.6508 |
|
| 154 |
+
| 0.0994 | 9.63 | 1030 | 1.3505 | 0.6931 |
|
| 155 |
+
| 0.223 | 9.72 | 1040 | 1.3897 | 0.6720 |
|
| 156 |
+
| 0.1115 | 9.81 | 1050 | 1.3966 | 0.6772 |
|
| 157 |
+
| 0.1485 | 9.91 | 1060 | 1.4686 | 0.6878 |
|
| 158 |
+
| 0.18 | 10.0 | 1070 | 1.2234 | 0.6878 |
|
| 159 |
+
| 0.1366 | 10.09 | 1080 | 1.4837 | 0.6667 |
|
| 160 |
+
| 0.149 | 10.19 | 1090 | 1.4587 | 0.6720 |
|
| 161 |
+
| 0.1618 | 10.28 | 1100 | 1.3593 | 0.6667 |
|
| 162 |
+
| 0.1302 | 10.37 | 1110 | 1.5082 | 0.6349 |
|
| 163 |
+
| 0.0208 | 10.47 | 1120 | 1.4163 | 0.7037 |
|
| 164 |
+
| 0.0314 | 10.56 | 1130 | 1.2451 | 0.7249 |
|
| 165 |
+
| 0.0355 | 10.65 | 1140 | 1.3143 | 0.7090 |
|
| 166 |
+
| 0.1024 | 10.75 | 1150 | 1.4215 | 0.6878 |
|
| 167 |
+
| 0.0733 | 10.84 | 1160 | 1.2427 | 0.7143 |
|
| 168 |
+
| 0.0542 | 10.93 | 1170 | 1.5809 | 0.6825 |
|
| 169 |
+
| 0.0995 | 11.03 | 1180 | 1.5995 | 0.6614 |
|
| 170 |
+
| 0.0653 | 11.12 | 1190 | 1.3932 | 0.7090 |
|
| 171 |
+
| 0.0339 | 11.21 | 1200 | 1.2857 | 0.7090 |
|
| 172 |
+
| 0.1038 | 11.31 | 1210 | 1.2896 | 0.7407 |
|
| 173 |
+
| 0.0415 | 11.4 | 1220 | 1.2909 | 0.7354 |
|
| 174 |
+
| 0.0629 | 11.5 | 1230 | 1.3048 | 0.7143 |
|
| 175 |
+
| 0.0137 | 11.59 | 1240 | 1.3543 | 0.7196 |
|
| 176 |
+
| 0.035 | 11.68 | 1250 | 1.2130 | 0.7302 |
|
| 177 |
+
| 0.0102 | 11.78 | 1260 | 1.2087 | 0.7249 |
|
| 178 |
+
| 0.0409 | 11.87 | 1270 | 1.2330 | 0.7566 |
|
| 179 |
+
| 0.0659 | 11.96 | 1280 | 1.3085 | 0.7143 |
|
| 180 |
+
| 0.035 | 12.06 | 1290 | 1.4054 | 0.7249 |
|
| 181 |
+
| 0.103 | 12.15 | 1300 | 1.4640 | 0.7249 |
|
| 182 |
+
| 0.0238 | 12.24 | 1310 | 1.3476 | 0.7037 |
|
| 183 |
+
| 0.0196 | 12.34 | 1320 | 1.4004 | 0.7090 |
|
| 184 |
+
| 0.009 | 12.43 | 1330 | 1.4277 | 0.7143 |
|
| 185 |
+
| 0.0238 | 12.52 | 1340 | 1.4087 | 0.7407 |
|
| 186 |
+
| 0.0468 | 12.62 | 1350 | 1.3358 | 0.7196 |
|
| 187 |
+
| 0.0207 | 12.71 | 1360 | 1.4173 | 0.7143 |
|
| 188 |
+
| 0.0138 | 12.8 | 1370 | 1.4308 | 0.7037 |
|
| 189 |
+
| 0.0241 | 12.9 | 1380 | 1.6382 | 0.6772 |
|
| 190 |
+
| 0.0224 | 12.99 | 1390 | 1.5130 | 0.6984 |
|
| 191 |
+
| 0.0367 | 13.08 | 1400 | 1.5821 | 0.7037 |
|
| 192 |
+
| 0.0201 | 13.18 | 1410 | 1.4995 | 0.7090 |
|
| 193 |
+
| 0.0431 | 13.27 | 1420 | 1.3572 | 0.7354 |
|
| 194 |
+
| 0.0137 | 13.36 | 1430 | 1.3700 | 0.7249 |
|
| 195 |
+
| 0.0498 | 13.46 | 1440 | 1.6434 | 0.7090 |
|
| 196 |
+
| 0.0175 | 13.55 | 1450 | 1.7298 | 0.7090 |
|
| 197 |
+
| 0.0142 | 13.64 | 1460 | 1.5784 | 0.7143 |
|
| 198 |
+
| 0.0235 | 13.74 | 1470 | 1.6562 | 0.6984 |
|
| 199 |
+
| 0.0524 | 13.83 | 1480 | 1.8315 | 0.6984 |
|
| 200 |
+
| 0.0506 | 13.93 | 1490 | 1.6628 | 0.6825 |
|
| 201 |
+
| 0.0566 | 14.02 | 1500 | 1.6691 | 0.6878 |
|
| 202 |
+
| 0.0872 | 14.11 | 1510 | 2.1967 | 0.6085 |
|
| 203 |
+
| 0.1338 | 14.21 | 1520 | 1.7846 | 0.6508 |
|
| 204 |
+
| 0.0222 | 14.3 | 1530 | 1.6834 | 0.6772 |
|
| 205 |
+
| 0.0254 | 14.39 | 1540 | 1.9037 | 0.6561 |
|
| 206 |
+
| 0.0244 | 14.49 | 1550 | 1.5310 | 0.7037 |
|
| 207 |
+
| 0.0178 | 14.58 | 1560 | 1.5322 | 0.6825 |
|
| 208 |
+
| 0.0045 | 14.67 | 1570 | 1.3084 | 0.7302 |
|
| 209 |
+
| 0.0485 | 14.77 | 1580 | 1.2855 | 0.7354 |
|
| 210 |
+
| 0.0575 | 14.86 | 1590 | 1.3780 | 0.7302 |
|
| 211 |
+
| 0.0131 | 14.95 | 1600 | 1.6261 | 0.6984 |
|
| 212 |
+
| 0.0059 | 15.05 | 1610 | 1.6844 | 0.6931 |
|
| 213 |
+
| 0.0113 | 15.14 | 1620 | 1.4521 | 0.7249 |
|
| 214 |
+
| 0.0264 | 15.23 | 1630 | 1.5394 | 0.7090 |
|
| 215 |
+
| 0.0131 | 15.33 | 1640 | 1.5214 | 0.7249 |
|
| 216 |
+
| 0.0067 | 15.42 | 1650 | 1.8741 | 0.6984 |
|
| 217 |
+
| 0.1502 | 15.51 | 1660 | 1.5996 | 0.7037 |
|
| 218 |
+
| 0.0505 | 15.61 | 1670 | 1.5197 | 0.6984 |
|
| 219 |
+
| 0.0096 | 15.7 | 1680 | 1.5620 | 0.7090 |
|
| 220 |
+
| 0.0623 | 15.79 | 1690 | 1.5187 | 0.7302 |
|
| 221 |
+
| 0.0732 | 15.89 | 1700 | 1.5818 | 0.6825 |
|
| 222 |
+
| 0.0587 | 15.98 | 1710 | 1.3316 | 0.7566 |
|
| 223 |
+
| 0.0135 | 16.07 | 1720 | 1.5573 | 0.7143 |
|
| 224 |
+
| 0.0405 | 16.17 | 1730 | 1.5584 | 0.7196 |
|
| 225 |
+
| 0.0379 | 16.26 | 1740 | 1.8542 | 0.6614 |
|
| 226 |
+
| 0.0778 | 16.36 | 1750 | 1.8116 | 0.6772 |
|
| 227 |
+
| 0.0178 | 16.45 | 1760 | 1.6406 | 0.7037 |
|
| 228 |
+
| 0.0252 | 16.54 | 1770 | 1.6421 | 0.6772 |
|
| 229 |
+
| 0.0638 | 16.64 | 1780 | 1.4504 | 0.7460 |
|
| 230 |
+
| 0.0138 | 16.73 | 1790 | 1.5848 | 0.7090 |
|
| 231 |
+
| 0.1027 | 16.82 | 1800 | 1.5206 | 0.7354 |
|
| 232 |
+
| 0.086 | 16.92 | 1810 | 1.3392 | 0.7619 |
|
| 233 |
+
| 0.1029 | 17.01 | 1820 | 1.4613 | 0.7090 |
|
| 234 |
+
| 0.115 | 17.1 | 1830 | 1.7345 | 0.6931 |
|
| 235 |
+
| 0.0286 | 17.2 | 1840 | 1.5347 | 0.7302 |
|
| 236 |
+
| 0.0608 | 17.29 | 1850 | 1.5782 | 0.6931 |
|
| 237 |
+
| 0.1215 | 17.38 | 1860 | 1.5484 | 0.6931 |
|
| 238 |
+
| 0.095 | 17.48 | 1870 | 1.5258 | 0.7090 |
|
| 239 |
+
| 0.0176 | 17.57 | 1880 | 1.5888 | 0.7090 |
|
| 240 |
+
| 0.0208 | 17.66 | 1890 | 2.0179 | 0.6878 |
|
| 241 |
+
| 0.0752 | 17.76 | 1900 | 1.8983 | 0.6878 |
|
| 242 |
+
| 0.0609 | 17.85 | 1910 | 1.6524 | 0.7037 |
|
| 243 |
+
| 0.0059 | 17.94 | 1920 | 1.6338 | 0.6984 |
|
| 244 |
+
| 0.0264 | 18.04 | 1930 | 1.6208 | 0.7037 |
|
| 245 |
+
| 0.0128 | 18.13 | 1940 | 1.5214 | 0.7566 |
|
| 246 |
+
| 0.0053 | 18.22 | 1950 | 1.5843 | 0.7196 |
|
| 247 |
+
| 0.0129 | 18.32 | 1960 | 1.5440 | 0.7249 |
|
| 248 |
+
| 0.016 | 18.41 | 1970 | 1.4989 | 0.7566 |
|
| 249 |
+
| 0.0696 | 18.5 | 1980 | 1.4820 | 0.7407 |
|
| 250 |
+
| 0.0217 | 18.6 | 1990 | 1.4832 | 0.7196 |
|
| 251 |
+
| 0.006 | 18.69 | 2000 | 1.9052 | 0.6772 |
|
| 252 |
+
| 0.0357 | 18.79 | 2010 | 1.7356 | 0.6984 |
|
| 253 |
+
| 0.0197 | 18.88 | 2020 | 1.6178 | 0.7302 |
|
| 254 |
+
| 0.0331 | 18.97 | 2030 | 1.5125 | 0.7407 |
|
| 255 |
+
| 0.2593 | 19.07 | 2040 | 1.6547 | 0.7090 |
|
| 256 |
+
| 0.0134 | 19.16 | 2050 | 1.6935 | 0.6931 |
|
| 257 |
+
| 0.0069 | 19.25 | 2060 | 1.5515 | 0.7407 |
|
| 258 |
+
| 0.0083 | 19.35 | 2070 | 1.5764 | 0.7249 |
|
| 259 |
+
| 0.0299 | 19.44 | 2080 | 1.5844 | 0.7302 |
|
| 260 |
+
| 0.002 | 19.53 | 2090 | 1.5911 | 0.7460 |
|
| 261 |
+
| 0.0022 | 19.63 | 2100 | 1.5895 | 0.7513 |
|
| 262 |
+
| 0.0024 | 19.72 | 2110 | 1.5870 | 0.7513 |
|
| 263 |
+
| 0.0082 | 19.81 | 2120 | 1.5824 | 0.7407 |
|
| 264 |
+
| 0.0022 | 19.91 | 2130 | 1.5609 | 0.7354 |
|
| 265 |
+
| 0.02 | 20.0 | 2140 | 1.6138 | 0.7354 |
|
| 266 |
+
| 0.0063 | 20.09 | 2150 | 1.7617 | 0.7037 |
|
| 267 |
+
| 0.0021 | 20.19 | 2160 | 1.7942 | 0.6984 |
|
| 268 |
+
| 0.0068 | 20.28 | 2170 | 1.7490 | 0.7143 |
|
| 269 |
+
| 0.0078 | 20.37 | 2180 | 1.6500 | 0.7354 |
|
| 270 |
+
| 0.0019 | 20.47 | 2190 | 1.5973 | 0.7513 |
|
| 271 |
+
| 0.0052 | 20.56 | 2200 | 1.6475 | 0.7302 |
|
| 272 |
+
| 0.0169 | 20.65 | 2210 | 1.6965 | 0.7196 |
|
| 273 |
+
| 0.011 | 20.75 | 2220 | 1.7381 | 0.7090 |
|
| 274 |
+
| 0.0141 | 20.84 | 2230 | 1.6948 | 0.7354 |
|
| 275 |
+
| 0.026 | 20.93 | 2240 | 1.7711 | 0.7037 |
|
| 276 |
+
| 0.0019 | 21.03 | 2250 | 1.8577 | 0.6825 |
|
| 277 |
+
| 0.0523 | 21.12 | 2260 | 1.8373 | 0.6878 |
|
| 278 |
+
| 0.0234 | 21.21 | 2270 | 1.7204 | 0.7249 |
|
| 279 |
+
| 0.0105 | 21.31 | 2280 | 1.6236 | 0.7196 |
|
| 280 |
+
| 0.048 | 21.4 | 2290 | 1.8592 | 0.6984 |
|
| 281 |
+
| 0.0456 | 21.5 | 2300 | 1.7222 | 0.7143 |
|
| 282 |
+
| 0.0129 | 21.59 | 2310 | 1.6261 | 0.7143 |
|
| 283 |
+
| 0.0048 | 21.68 | 2320 | 1.5360 | 0.7143 |
|
| 284 |
+
| 0.0217 | 21.78 | 2330 | 1.4279 | 0.7619 |
|
| 285 |
+
| 0.011 | 21.87 | 2340 | 1.3699 | 0.7619 |
|
| 286 |
+
| 0.0104 | 21.96 | 2350 | 1.9012 | 0.6878 |
|
| 287 |
+
| 0.0204 | 22.06 | 2360 | 1.5529 | 0.7354 |
|
| 288 |
+
| 0.02 | 22.15 | 2370 | 1.7243 | 0.6931 |
|
| 289 |
+
| 0.0394 | 22.24 | 2380 | 1.8429 | 0.6931 |
|
| 290 |
+
| 0.0217 | 22.34 | 2390 | 1.6552 | 0.7407 |
|
| 291 |
+
| 0.0407 | 22.43 | 2400 | 1.5842 | 0.7407 |
|
| 292 |
+
| 0.0075 | 22.52 | 2410 | 1.5882 | 0.7354 |
|
| 293 |
+
| 0.0144 | 22.62 | 2420 | 1.6611 | 0.7302 |
|
| 294 |
+
| 0.0021 | 22.71 | 2430 | 1.7076 | 0.7460 |
|
| 295 |
+
| 0.0019 | 22.8 | 2440 | 1.6163 | 0.7354 |
|
| 296 |
+
| 0.0074 | 22.9 | 2450 | 1.5531 | 0.7460 |
|
| 297 |
+
| 0.0195 | 22.99 | 2460 | 1.5418 | 0.7619 |
|
| 298 |
+
| 0.0085 | 23.08 | 2470 | 1.5326 | 0.7619 |
|
| 299 |
+
| 0.0015 | 23.18 | 2480 | 1.5305 | 0.7619 |
|
| 300 |
+
| 0.0015 | 23.27 | 2490 | 1.5309 | 0.7619 |
|
| 301 |
+
| 0.0058 | 23.36 | 2500 | 1.5260 | 0.7619 |
|
| 302 |
+
| 0.0015 | 23.46 | 2510 | 1.5237 | 0.7619 |
|
| 303 |
+
| 0.0083 | 23.55 | 2520 | 1.5256 | 0.7566 |
|
| 304 |
+
| 0.0102 | 23.64 | 2530 | 1.5390 | 0.7619 |
|
| 305 |
+
| 0.0014 | 23.74 | 2540 | 1.5517 | 0.7672 |
|
| 306 |
+
| 0.0137 | 23.83 | 2550 | 1.5629 | 0.7566 |
|
| 307 |
+
| 0.0211 | 23.93 | 2560 | 1.5250 | 0.7619 |
|
| 308 |
+
| 0.0014 | 24.02 | 2570 | 1.5051 | 0.7672 |
|
| 309 |
+
| 0.0102 | 24.11 | 2580 | 1.4924 | 0.7672 |
|
| 310 |
+
| 0.0032 | 24.21 | 2590 | 1.4887 | 0.7619 |
|
| 311 |
+
| 0.0012 | 24.3 | 2600 | 1.4899 | 0.7566 |
|
| 312 |
+
| 0.0013 | 24.39 | 2610 | 1.4907 | 0.7566 |
|
| 313 |
+
| 0.0013 | 24.49 | 2620 | 1.4912 | 0.7619 |
|
| 314 |
+
| 0.0012 | 24.58 | 2630 | 1.4922 | 0.7619 |
|
| 315 |
+
| 0.0131 | 24.67 | 2640 | 1.5016 | 0.7672 |
|
| 316 |
+
| 0.0266 | 24.77 | 2650 | 1.5179 | 0.7619 |
|
| 317 |
+
| 0.0072 | 24.86 | 2660 | 1.5467 | 0.7619 |
|
| 318 |
+
| 0.0084 | 24.95 | 2670 | 1.5634 | 0.7566 |
|
| 319 |
+
| 0.0141 | 25.05 | 2680 | 1.5493 | 0.7619 |
|
| 320 |
+
| 0.006 | 25.14 | 2690 | 1.5422 | 0.7619 |
|
| 321 |
+
| 0.0049 | 25.23 | 2700 | 1.5276 | 0.7672 |
|
| 322 |
+
| 0.0012 | 25.33 | 2710 | 1.5173 | 0.7672 |
|
| 323 |
+
| 0.0012 | 25.42 | 2720 | 1.5146 | 0.7672 |
|
| 324 |
+
| 0.0104 | 25.51 | 2730 | 1.5092 | 0.7672 |
|
| 325 |
+
| 0.0011 | 25.61 | 2740 | 1.5067 | 0.7672 |
|
| 326 |
+
| 0.01 | 25.7 | 2750 | 1.5136 | 0.7672 |
|
| 327 |
+
| 0.0012 | 25.79 | 2760 | 1.5182 | 0.7672 |
|
| 328 |
+
| 0.0011 | 25.89 | 2770 | 1.5206 | 0.7672 |
|
| 329 |
+
| 0.0199 | 25.98 | 2780 | 1.5462 | 0.7619 |
|
| 330 |
+
| 0.0105 | 26.07 | 2790 | 1.5607 | 0.7619 |
|
| 331 |
+
| 0.0011 | 26.17 | 2800 | 1.5658 | 0.7619 |
|
| 332 |
+
| 0.004 | 26.26 | 2810 | 1.5667 | 0.7619 |
|
| 333 |
+
| 0.0011 | 26.36 | 2820 | 1.5651 | 0.7619 |
|
| 334 |
+
| 0.0129 | 26.45 | 2830 | 1.5750 | 0.7619 |
|
| 335 |
+
| 0.0102 | 26.54 | 2840 | 1.5744 | 0.7619 |
|
| 336 |
+
| 0.0041 | 26.64 | 2850 | 1.5728 | 0.7619 |
|
| 337 |
+
| 0.0082 | 26.73 | 2860 | 1.5666 | 0.7619 |
|
| 338 |
+
| 0.0069 | 26.82 | 2870 | 1.5484 | 0.7619 |
|
| 339 |
+
| 0.0058 | 26.92 | 2880 | 1.5442 | 0.7619 |
|
| 340 |
+
| 0.0011 | 27.01 | 2890 | 1.5462 | 0.7619 |
|
| 341 |
+
| 0.0058 | 27.1 | 2900 | 1.5431 | 0.7619 |
|
| 342 |
+
| 0.0054 | 27.2 | 2910 | 1.5305 | 0.7619 |
|
| 343 |
+
| 0.0064 | 27.29 | 2920 | 1.5353 | 0.7672 |
|
| 344 |
+
| 0.0116 | 27.38 | 2930 | 1.5469 | 0.7619 |
|
| 345 |
+
| 0.001 | 27.48 | 2940 | 1.5545 | 0.7619 |
|
| 346 |
+
| 0.0058 | 27.57 | 2950 | 1.5545 | 0.7619 |
|
| 347 |
+
| 0.0056 | 27.66 | 2960 | 1.5467 | 0.7619 |
|
| 348 |
+
| 0.001 | 27.76 | 2970 | 1.5371 | 0.7672 |
|
| 349 |
+
| 0.0153 | 27.85 | 2980 | 1.5417 | 0.7672 |
|
| 350 |
+
| 0.0063 | 27.94 | 2990 | 1.5564 | 0.7619 |
|
| 351 |
+
| 0.001 | 28.04 | 3000 | 1.5654 | 0.7619 |
|
| 352 |
+
| 0.001 | 28.13 | 3010 | 1.5695 | 0.7619 |
|
| 353 |
+
| 0.001 | 28.22 | 3020 | 1.5712 | 0.7619 |
|
| 354 |
+
| 0.0043 | 28.32 | 3030 | 1.5734 | 0.7619 |
|
| 355 |
+
| 0.0043 | 28.41 | 3040 | 1.5829 | 0.7619 |
|
| 356 |
+
| 0.0009 | 28.5 | 3050 | 1.5897 | 0.7619 |
|
| 357 |
+
| 0.0009 | 28.6 | 3060 | 1.5928 | 0.7619 |
|
| 358 |
+
| 0.0136 | 28.69 | 3070 | 1.5988 | 0.7619 |
|
| 359 |
+
| 0.0106 | 28.79 | 3080 | 1.5926 | 0.7619 |
|
| 360 |
+
| 0.0169 | 28.88 | 3090 | 1.5758 | 0.7619 |
|
| 361 |
+
| 0.0058 | 28.97 | 3100 | 1.5587 | 0.7672 |
|
| 362 |
+
| 0.0008 | 29.07 | 3110 | 1.5489 | 0.7672 |
|
| 363 |
+
| 0.0106 | 29.16 | 3120 | 1.5524 | 0.7672 |
|
| 364 |
+
| 0.0066 | 29.25 | 3130 | 1.5530 | 0.7672 |
|
| 365 |
+
| 0.0047 | 29.35 | 3140 | 1.5618 | 0.7725 |
|
| 366 |
+
| 0.0009 | 29.44 | 3150 | 1.5630 | 0.7672 |
|
| 367 |
+
| 0.01 | 29.53 | 3160 | 1.5655 | 0.7672 |
|
| 368 |
+
| 0.0131 | 29.63 | 3170 | 1.5687 | 0.7725 |
|
| 369 |
+
| 0.0065 | 29.72 | 3180 | 1.5695 | 0.7725 |
|
| 370 |
+
| 0.0049 | 29.81 | 3190 | 1.5673 | 0.7619 |
|
| 371 |
+
| 0.0008 | 29.91 | 3200 | 1.5678 | 0.7619 |
|
| 372 |
+
| 0.0009 | 30.0 | 3210 | 1.5692 | 0.7619 |
|
| 373 |
+
| 0.0008 | 30.09 | 3220 | 1.5695 | 0.7619 |
|
| 374 |
+
| 0.0008 | 30.19 | 3230 | 1.5703 | 0.7619 |
|
| 375 |
+
| 0.0047 | 30.28 | 3240 | 1.5737 | 0.7619 |
|
| 376 |
+
| 0.0008 | 30.37 | 3250 | 1.5758 | 0.7619 |
|
| 377 |
+
| 0.0059 | 30.47 | 3260 | 1.5872 | 0.7619 |
|
| 378 |
+
| 0.0091 | 30.56 | 3270 | 1.6089 | 0.7619 |
|
| 379 |
+
| 0.0033 | 30.65 | 3280 | 1.6233 | 0.7619 |
|
| 380 |
+
| 0.0165 | 30.75 | 3290 | 1.6118 | 0.7619 |
|
| 381 |
+
| 0.015 | 30.84 | 3300 | 1.5902 | 0.7619 |
|
| 382 |
+
| 0.0049 | 30.93 | 3310 | 1.5764 | 0.7672 |
|
| 383 |
+
| 0.0008 | 31.03 | 3320 | 1.5679 | 0.7672 |
|
| 384 |
+
| 0.0071 | 31.12 | 3330 | 1.5708 | 0.7672 |
|
| 385 |
+
| 0.0068 | 31.21 | 3340 | 1.5782 | 0.7619 |
|
| 386 |
+
| 0.0058 | 31.31 | 3350 | 1.5823 | 0.7619 |
|
| 387 |
+
| 0.0008 | 31.4 | 3360 | 1.5796 | 0.7672 |
|
| 388 |
+
| 0.0008 | 31.5 | 3370 | 1.5796 | 0.7672 |
|
| 389 |
+
| 0.0084 | 31.59 | 3380 | 1.5760 | 0.7672 |
|
| 390 |
+
| 0.0074 | 31.68 | 3390 | 1.5739 | 0.7672 |
|
| 391 |
+
| 0.0039 | 31.78 | 3400 | 1.5701 | 0.7672 |
|
| 392 |
+
| 0.0144 | 31.87 | 3410 | 1.5835 | 0.7672 |
|
| 393 |
+
| 0.0051 | 31.96 | 3420 | 1.5921 | 0.7619 |
|
| 394 |
+
| 0.0054 | 32.06 | 3430 | 1.5910 | 0.7672 |
|
| 395 |
+
| 0.0047 | 32.15 | 3440 | 1.5870 | 0.7672 |
|
| 396 |
+
| 0.0125 | 32.24 | 3450 | 1.5908 | 0.7672 |
|
| 397 |
+
| 0.0057 | 32.34 | 3460 | 1.5987 | 0.7619 |
|
| 398 |
+
| 0.0007 | 32.43 | 3470 | 1.6026 | 0.7566 |
|
| 399 |
+
| 0.006 | 32.52 | 3480 | 1.5968 | 0.7619 |
|
| 400 |
+
| 0.0007 | 32.62 | 3490 | 1.5941 | 0.7619 |
|
| 401 |
+
| 0.0007 | 32.71 | 3500 | 1.5937 | 0.7672 |
|
| 402 |
+
| 0.0097 | 32.8 | 3510 | 1.6002 | 0.7619 |
|
| 403 |
+
| 0.0105 | 32.9 | 3520 | 1.6051 | 0.7619 |
|
| 404 |
+
| 0.0007 | 32.99 | 3530 | 1.6050 | 0.7619 |
|
| 405 |
+
| 0.0006 | 33.08 | 3540 | 1.6053 | 0.7619 |
|
| 406 |
+
| 0.0008 | 33.18 | 3550 | 1.6059 | 0.7619 |
|
| 407 |
+
| 0.0061 | 33.27 | 3560 | 1.6059 | 0.7619 |
|
| 408 |
+
| 0.0098 | 33.36 | 3570 | 1.6077 | 0.7619 |
|
| 409 |
+
| 0.005 | 33.46 | 3580 | 1.6050 | 0.7672 |
|
| 410 |
+
| 0.0007 | 33.55 | 3590 | 1.6010 | 0.7672 |
|
| 411 |
+
| 0.0065 | 33.64 | 3600 | 1.6033 | 0.7672 |
|
| 412 |
+
| 0.0047 | 33.74 | 3610 | 1.6028 | 0.7672 |
|
| 413 |
+
| 0.0174 | 33.83 | 3620 | 1.6136 | 0.7566 |
|
| 414 |
+
| 0.0057 | 33.93 | 3630 | 1.6197 | 0.7566 |
|
| 415 |
+
| 0.0007 | 34.02 | 3640 | 1.6192 | 0.7566 |
|
| 416 |
+
| 0.01 | 34.11 | 3650 | 1.6166 | 0.7566 |
|
| 417 |
+
| 0.0144 | 34.21 | 3660 | 1.6213 | 0.7566 |
|
| 418 |
+
| 0.0007 | 34.3 | 3670 | 1.6278 | 0.7566 |
|
| 419 |
+
| 0.0095 | 34.39 | 3680 | 1.6321 | 0.7619 |
|
| 420 |
+
| 0.0006 | 34.49 | 3690 | 1.6337 | 0.7619 |
|
| 421 |
+
| 0.0007 | 34.58 | 3700 | 1.6351 | 0.7619 |
|
| 422 |
+
| 0.0006 | 34.67 | 3710 | 1.6364 | 0.7619 |
|
| 423 |
+
| 0.0063 | 34.77 | 3720 | 1.6367 | 0.7619 |
|
| 424 |
+
| 0.0062 | 34.86 | 3730 | 1.6349 | 0.7672 |
|
| 425 |
+
| 0.0064 | 34.95 | 3740 | 1.6241 | 0.7619 |
|
| 426 |
+
| 0.0006 | 35.05 | 3750 | 1.6208 | 0.7619 |
|
| 427 |
+
| 0.0006 | 35.14 | 3760 | 1.6205 | 0.7619 |
|
| 428 |
+
| 0.0137 | 35.23 | 3770 | 1.6378 | 0.7619 |
|
| 429 |
+
| 0.0007 | 35.33 | 3780 | 1.6510 | 0.7619 |
|
| 430 |
+
| 0.0113 | 35.42 | 3790 | 1.6443 | 0.7619 |
|
| 431 |
+
| 0.0112 | 35.51 | 3800 | 1.6434 | 0.7619 |
|
| 432 |
+
| 0.0006 | 35.61 | 3810 | 1.6436 | 0.7619 |
|
| 433 |
+
| 0.0006 | 35.7 | 3820 | 1.6441 | 0.7619 |
|
| 434 |
+
| 0.0145 | 35.79 | 3830 | 1.6259 | 0.7619 |
|
| 435 |
+
| 0.0006 | 35.89 | 3840 | 1.6196 | 0.7619 |
|
| 436 |
+
| 0.0047 | 35.98 | 3850 | 1.6145 | 0.7672 |
|
| 437 |
+
| 0.0096 | 36.07 | 3860 | 1.6122 | 0.7672 |
|
| 438 |
+
| 0.0006 | 36.17 | 3870 | 1.6134 | 0.7672 |
|
| 439 |
+
| 0.0063 | 36.26 | 3880 | 1.6176 | 0.7672 |
|
| 440 |
+
| 0.0049 | 36.36 | 3890 | 1.6227 | 0.7672 |
|
| 441 |
+
| 0.0006 | 36.45 | 3900 | 1.6221 | 0.7672 |
|
| 442 |
+
| 0.0057 | 36.54 | 3910 | 1.6265 | 0.7619 |
|
| 443 |
+
| 0.0006 | 36.64 | 3920 | 1.6316 | 0.7619 |
|
| 444 |
+
| 0.0095 | 36.73 | 3930 | 1.6349 | 0.7619 |
|
| 445 |
+
| 0.0062 | 36.82 | 3940 | 1.6396 | 0.7619 |
|
| 446 |
+
| 0.0062 | 36.92 | 3950 | 1.6348 | 0.7619 |
|
| 447 |
+
| 0.0052 | 37.01 | 3960 | 1.6284 | 0.7619 |
|
| 448 |
+
| 0.0054 | 37.1 | 3970 | 1.6296 | 0.7619 |
|
| 449 |
+
| 0.0142 | 37.2 | 3980 | 1.6343 | 0.7619 |
|
| 450 |
+
| 0.0006 | 37.29 | 3990 | 1.6390 | 0.7619 |
|
| 451 |
+
| 0.0056 | 37.38 | 4000 | 1.6365 | 0.7619 |
|
| 452 |
+
| 0.0006 | 37.48 | 4010 | 1.6353 | 0.7619 |
|
| 453 |
+
| 0.0006 | 37.57 | 4020 | 1.6356 | 0.7619 |
|
| 454 |
+
| 0.0006 | 37.66 | 4030 | 1.6356 | 0.7619 |
|
| 455 |
+
| 0.0006 | 37.76 | 4040 | 1.6367 | 0.7619 |
|
| 456 |
+
| 0.01 | 37.85 | 4050 | 1.6318 | 0.7672 |
|
| 457 |
+
| 0.0151 | 37.94 | 4060 | 1.6293 | 0.7672 |
|
| 458 |
+
| 0.006 | 38.04 | 4070 | 1.6346 | 0.7672 |
|
| 459 |
+
| 0.0006 | 38.13 | 4080 | 1.6401 | 0.7619 |
|
| 460 |
+
| 0.0006 | 38.22 | 4090 | 1.6429 | 0.7619 |
|
| 461 |
+
| 0.0093 | 38.32 | 4100 | 1.6356 | 0.7619 |
|
| 462 |
+
| 0.0046 | 38.41 | 4110 | 1.6307 | 0.7672 |
|
| 463 |
+
| 0.0111 | 38.5 | 4120 | 1.6403 | 0.7566 |
|
| 464 |
+
| 0.0005 | 38.6 | 4130 | 1.6475 | 0.7566 |
|
| 465 |
+
| 0.0006 | 38.69 | 4140 | 1.6509 | 0.7566 |
|
| 466 |
+
| 0.0006 | 38.79 | 4150 | 1.6522 | 0.7566 |
|
| 467 |
+
| 0.0075 | 38.88 | 4160 | 1.6532 | 0.7566 |
|
| 468 |
+
| 0.0097 | 38.97 | 4170 | 1.6548 | 0.7619 |
|
| 469 |
+
| 0.0058 | 39.07 | 4180 | 1.6471 | 0.7619 |
|
| 470 |
+
| 0.0049 | 39.16 | 4190 | 1.6409 | 0.7672 |
|
| 471 |
+
| 0.0111 | 39.25 | 4200 | 1.6414 | 0.7672 |
|
| 472 |
+
| 0.0052 | 39.35 | 4210 | 1.6524 | 0.7619 |
|
| 473 |
+
| 0.0005 | 39.44 | 4220 | 1.6571 | 0.7619 |
|
| 474 |
+
| 0.0052 | 39.53 | 4230 | 1.6595 | 0.7619 |
|
| 475 |
+
| 0.0061 | 39.63 | 4240 | 1.6558 | 0.7619 |
|
| 476 |
+
| 0.0056 | 39.72 | 4250 | 1.6493 | 0.7619 |
|
| 477 |
+
| 0.0006 | 39.81 | 4260 | 1.6456 | 0.7619 |
|
| 478 |
+
| 0.011 | 39.91 | 4270 | 1.6423 | 0.7672 |
|
| 479 |
+
| 0.006 | 40.0 | 4280 | 1.6447 | 0.7672 |
|
| 480 |
+
| 0.0043 | 40.09 | 4290 | 1.6466 | 0.7672 |
|
| 481 |
+
| 0.0098 | 40.19 | 4300 | 1.6464 | 0.7672 |
|
| 482 |
+
| 0.006 | 40.28 | 4310 | 1.6519 | 0.7619 |
|
| 483 |
+
| 0.0053 | 40.37 | 4320 | 1.6610 | 0.7619 |
|
| 484 |
+
| 0.0005 | 40.47 | 4330 | 1.6646 | 0.7619 |
|
| 485 |
+
| 0.0006 | 40.56 | 4340 | 1.6660 | 0.7619 |
|
| 486 |
+
| 0.0082 | 40.65 | 4350 | 1.6696 | 0.7619 |
|
| 487 |
+
| 0.0064 | 40.75 | 4360 | 1.6720 | 0.7619 |
|
| 488 |
+
| 0.0005 | 40.84 | 4370 | 1.6732 | 0.7619 |
|
| 489 |
+
| 0.0065 | 40.93 | 4380 | 1.6676 | 0.7619 |
|
| 490 |
+
| 0.006 | 41.03 | 4390 | 1.6598 | 0.7619 |
|
| 491 |
+
| 0.0047 | 41.12 | 4400 | 1.6622 | 0.7619 |
|
| 492 |
+
| 0.0055 | 41.21 | 4410 | 1.6601 | 0.7619 |
|
| 493 |
+
| 0.0049 | 41.31 | 4420 | 1.6604 | 0.7619 |
|
| 494 |
+
| 0.0005 | 41.4 | 4430 | 1.6649 | 0.7619 |
|
| 495 |
+
| 0.005 | 41.5 | 4440 | 1.6664 | 0.7619 |
|
| 496 |
+
| 0.0098 | 41.59 | 4450 | 1.6684 | 0.7619 |
|
| 497 |
+
| 0.0005 | 41.68 | 4460 | 1.6720 | 0.7619 |
|
| 498 |
+
| 0.0148 | 41.78 | 4470 | 1.6691 | 0.7619 |
|
| 499 |
+
| 0.0005 | 41.87 | 4480 | 1.6646 | 0.7619 |
|
| 500 |
+
| 0.0052 | 41.96 | 4490 | 1.6626 | 0.7619 |
|
| 501 |
+
| 0.0052 | 42.06 | 4500 | 1.6588 | 0.7619 |
|
| 502 |
+
| 0.0044 | 42.15 | 4510 | 1.6567 | 0.7672 |
|
| 503 |
+
| 0.0059 | 42.24 | 4520 | 1.6559 | 0.7672 |
|
| 504 |
+
| 0.0005 | 42.34 | 4530 | 1.6584 | 0.7619 |
|
| 505 |
+
| 0.0046 | 42.43 | 4540 | 1.6588 | 0.7619 |
|
| 506 |
+
| 0.0005 | 42.52 | 4550 | 1.6557 | 0.7672 |
|
| 507 |
+
| 0.0005 | 42.62 | 4560 | 1.6552 | 0.7672 |
|
| 508 |
+
| 0.0005 | 42.71 | 4570 | 1.6555 | 0.7672 |
|
| 509 |
+
| 0.0107 | 42.8 | 4580 | 1.6596 | 0.7619 |
|
| 510 |
+
| 0.015 | 42.9 | 4590 | 1.6657 | 0.7619 |
|
| 511 |
+
| 0.0052 | 42.99 | 4600 | 1.6677 | 0.7619 |
|
| 512 |
+
| 0.0051 | 43.08 | 4610 | 1.6682 | 0.7619 |
|
| 513 |
+
| 0.0051 | 43.18 | 4620 | 1.6663 | 0.7619 |
|
| 514 |
+
| 0.0005 | 43.27 | 4630 | 1.6640 | 0.7619 |
|
| 515 |
+
| 0.0088 | 43.36 | 4640 | 1.6623 | 0.7619 |
|
| 516 |
+
| 0.0053 | 43.46 | 4650 | 1.6641 | 0.7672 |
|
| 517 |
+
| 0.0064 | 43.55 | 4660 | 1.6655 | 0.7619 |
|
| 518 |
+
| 0.0005 | 43.64 | 4670 | 1.6665 | 0.7619 |
|
| 519 |
+
| 0.005 | 43.74 | 4680 | 1.6677 | 0.7619 |
|
| 520 |
+
| 0.0049 | 43.83 | 4690 | 1.6759 | 0.7619 |
|
| 521 |
+
| 0.0055 | 43.93 | 4700 | 1.6765 | 0.7619 |
|
| 522 |
+
| 0.0144 | 44.02 | 4710 | 1.6740 | 0.7619 |
|
| 523 |
+
| 0.0005 | 44.11 | 4720 | 1.6709 | 0.7619 |
|
| 524 |
+
| 0.0051 | 44.21 | 4730 | 1.6716 | 0.7619 |
|
| 525 |
+
| 0.005 | 44.3 | 4740 | 1.6690 | 0.7619 |
|
| 526 |
+
| 0.0005 | 44.39 | 4750 | 1.6669 | 0.7619 |
|
| 527 |
+
| 0.005 | 44.49 | 4760 | 1.6715 | 0.7619 |
|
| 528 |
+
| 0.0005 | 44.58 | 4770 | 1.6736 | 0.7619 |
|
| 529 |
+
| 0.0046 | 44.67 | 4780 | 1.6762 | 0.7619 |
|
| 530 |
+
| 0.0055 | 44.77 | 4790 | 1.6757 | 0.7619 |
|
| 531 |
+
| 0.0098 | 44.86 | 4800 | 1.6703 | 0.7619 |
|
| 532 |
+
| 0.005 | 44.95 | 4810 | 1.6712 | 0.7619 |
|
| 533 |
+
| 0.005 | 45.05 | 4820 | 1.6744 | 0.7619 |
|
| 534 |
+
| 0.0005 | 45.14 | 4830 | 1.6775 | 0.7619 |
|
| 535 |
+
| 0.0005 | 45.23 | 4840 | 1.6790 | 0.7619 |
|
| 536 |
+
| 0.0005 | 45.33 | 4850 | 1.6795 | 0.7619 |
|
| 537 |
+
| 0.0049 | 45.42 | 4860 | 1.6802 | 0.7619 |
|
| 538 |
+
| 0.0051 | 45.51 | 4870 | 1.6776 | 0.7619 |
|
| 539 |
+
| 0.0049 | 45.61 | 4880 | 1.6780 | 0.7672 |
|
| 540 |
+
| 0.0091 | 45.7 | 4890 | 1.6786 | 0.7672 |
|
| 541 |
+
| 0.0046 | 45.79 | 4900 | 1.6759 | 0.7672 |
|
| 542 |
+
| 0.0056 | 45.89 | 4910 | 1.6727 | 0.7725 |
|
| 543 |
+
| 0.011 | 45.98 | 4920 | 1.6747 | 0.7619 |
|
| 544 |
+
| 0.0093 | 46.07 | 4930 | 1.6742 | 0.7619 |
|
| 545 |
+
| 0.0047 | 46.17 | 4940 | 1.6757 | 0.7619 |
|
| 546 |
+
| 0.0089 | 46.26 | 4950 | 1.6736 | 0.7619 |
|
| 547 |
+
| 0.0005 | 46.36 | 4960 | 1.6720 | 0.7672 |
|
| 548 |
+
| 0.0005 | 46.45 | 4970 | 1.6716 | 0.7672 |
|
| 549 |
+
| 0.0097 | 46.54 | 4980 | 1.6724 | 0.7672 |
|
| 550 |
+
| 0.0005 | 46.64 | 4990 | 1.6720 | 0.7672 |
|
| 551 |
+
| 0.0005 | 46.73 | 5000 | 1.6718 | 0.7672 |
|
| 552 |
+
| 0.0004 | 46.82 | 5010 | 1.6721 | 0.7672 |
|
| 553 |
+
| 0.0107 | 46.92 | 5020 | 1.6742 | 0.7619 |
|
| 554 |
+
| 0.0051 | 47.01 | 5030 | 1.6764 | 0.7619 |
|
| 555 |
+
| 0.0004 | 47.1 | 5040 | 1.6788 | 0.7619 |
|
| 556 |
+
| 0.0048 | 47.2 | 5050 | 1.6788 | 0.7619 |
|
| 557 |
+
| 0.0005 | 47.29 | 5060 | 1.6779 | 0.7619 |
|
| 558 |
+
| 0.0048 | 47.38 | 5070 | 1.6772 | 0.7619 |
|
| 559 |
+
| 0.0044 | 47.48 | 5080 | 1.6770 | 0.7619 |
|
| 560 |
+
| 0.0004 | 47.57 | 5090 | 1.6759 | 0.7619 |
|
| 561 |
+
| 0.0053 | 47.66 | 5100 | 1.6769 | 0.7619 |
|
| 562 |
+
| 0.0093 | 47.76 | 5110 | 1.6791 | 0.7619 |
|
| 563 |
+
| 0.0046 | 47.85 | 5120 | 1.6782 | 0.7619 |
|
| 564 |
+
| 0.0101 | 47.94 | 5130 | 1.6799 | 0.7619 |
|
| 565 |
+
| 0.0055 | 48.04 | 5140 | 1.6814 | 0.7619 |
|
| 566 |
+
| 0.0004 | 48.13 | 5150 | 1.6820 | 0.7619 |
|
| 567 |
+
| 0.0005 | 48.22 | 5160 | 1.6823 | 0.7619 |
|
| 568 |
+
| 0.005 | 48.32 | 5170 | 1.6827 | 0.7619 |
|
| 569 |
+
| 0.0093 | 48.41 | 5180 | 1.6839 | 0.7619 |
|
| 570 |
+
| 0.0048 | 48.5 | 5190 | 1.6845 | 0.7619 |
|
| 571 |
+
| 0.0005 | 48.6 | 5200 | 1.6849 | 0.7619 |
|
| 572 |
+
| 0.0005 | 48.69 | 5210 | 1.6851 | 0.7619 |
|
| 573 |
+
| 0.0136 | 48.79 | 5220 | 1.6863 | 0.7619 |
|
| 574 |
+
| 0.005 | 48.88 | 5230 | 1.6867 | 0.7619 |
|
| 575 |
+
| 0.0096 | 48.97 | 5240 | 1.6859 | 0.7619 |
|
| 576 |
+
| 0.0048 | 49.07 | 5250 | 1.6845 | 0.7619 |
|
| 577 |
+
| 0.0048 | 49.16 | 5260 | 1.6854 | 0.7619 |
|
| 578 |
+
| 0.0093 | 49.25 | 5270 | 1.6858 | 0.7619 |
|
| 579 |
+
| 0.0004 | 49.35 | 5280 | 1.6857 | 0.7619 |
|
| 580 |
+
| 0.0095 | 49.44 | 5290 | 1.6854 | 0.7619 |
|
| 581 |
+
| 0.0005 | 49.53 | 5300 | 1.6847 | 0.7619 |
|
| 582 |
+
| 0.0005 | 49.63 | 5310 | 1.6845 | 0.7619 |
|
| 583 |
+
| 0.0092 | 49.72 | 5320 | 1.6847 | 0.7619 |
|
| 584 |
+
| 0.0005 | 49.81 | 5330 | 1.6845 | 0.7619 |
|
| 585 |
+
| 0.0092 | 49.91 | 5340 | 1.6846 | 0.7619 |
|
| 586 |
+
| 0.0005 | 50.0 | 5350 | 1.6847 | 0.7619 |
|
| 587 |
|
| 588 |
|
| 589 |
### Framework versions
|
all_results.json
CHANGED
|
@@ -1,12 +1,12 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch":
|
| 3 |
-
"eval_accuracy": 0.
|
| 4 |
-
"eval_loss": 0.
|
| 5 |
-
"eval_runtime": 3.
|
| 6 |
-
"eval_samples_per_second":
|
| 7 |
-
"eval_steps_per_second":
|
| 8 |
-
"train_loss": 0.
|
| 9 |
-
"train_runtime":
|
| 10 |
-
"train_samples_per_second": 19.
|
| 11 |
-
"train_steps_per_second": 1.
|
| 12 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 50.0,
|
| 3 |
+
"eval_accuracy": 0.746031746031746,
|
| 4 |
+
"eval_loss": 0.8358047604560852,
|
| 5 |
+
"eval_runtime": 3.5371,
|
| 6 |
+
"eval_samples_per_second": 53.433,
|
| 7 |
+
"eval_steps_per_second": 6.785,
|
| 8 |
+
"train_loss": 0.14066274270554568,
|
| 9 |
+
"train_runtime": 4434.2749,
|
| 10 |
+
"train_samples_per_second": 19.135,
|
| 11 |
+
"train_steps_per_second": 1.207
|
| 12 |
}
|
eval_results.json
CHANGED
|
@@ -1,8 +1,8 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch":
|
| 3 |
-
"eval_accuracy": 0.
|
| 4 |
-
"eval_loss": 0.
|
| 5 |
-
"eval_runtime": 3.
|
| 6 |
-
"eval_samples_per_second":
|
| 7 |
-
"eval_steps_per_second":
|
| 8 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 50.0,
|
| 3 |
+
"eval_accuracy": 0.746031746031746,
|
| 4 |
+
"eval_loss": 0.8358047604560852,
|
| 5 |
+
"eval_runtime": 3.5371,
|
| 6 |
+
"eval_samples_per_second": 53.433,
|
| 7 |
+
"eval_steps_per_second": 6.785
|
| 8 |
}
|
pytorch_model.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 343299882
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:183298473c54c273fe768ed0b696455dfd3e71448662f597c7602e1be1fe46a8
|
| 3 |
size 343299882
|
train_results.json
CHANGED
|
@@ -1,7 +1,7 @@
|
|
| 1 |
{
|
| 2 |
-
"epoch":
|
| 3 |
-
"train_loss": 0.
|
| 4 |
-
"train_runtime":
|
| 5 |
-
"train_samples_per_second": 19.
|
| 6 |
-
"train_steps_per_second": 1.
|
| 7 |
}
|
|
|
|
| 1 |
{
|
| 2 |
+
"epoch": 50.0,
|
| 3 |
+
"train_loss": 0.14066274270554568,
|
| 4 |
+
"train_runtime": 4434.2749,
|
| 5 |
+
"train_samples_per_second": 19.135,
|
| 6 |
+
"train_steps_per_second": 1.207
|
| 7 |
}
|
trainer_state.json
CHANGED
|
The diff for this file is too large to render.
See raw diff
|
|
|
training_args.bin
CHANGED
|
@@ -1,3 +1,3 @@
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:
|
| 3 |
size 4472
|
|
|
|
| 1 |
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c839c24594cae9354c376c7d15c2fb9af9b0d9474867636a45fe7b1f4acb33ee
|
| 3 |
size 4472
|