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ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization

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@@ -4,21 +4,21 @@ base_model: aubmindlab/bert-base-arabertv02
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  tags:
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  - generated_from_trainer
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  model-index:
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- - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task1_organization
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  results: []
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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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  should probably proofread and complete it, then remove this comment. -->
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- # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k1_task1_organization
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  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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- - Loss: 1.5413
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- - Qwk: 0.3692
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- - Mse: 1.5413
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- - Rmse: 1.2415
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  ## Model description
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@@ -47,158 +47,266 @@ The following hyperparameters were used during training:
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  ### Training results
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- | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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- |:-------------:|:-------:|:----:|:---------------:|:------:|:------:|:------:|
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- | No log | 0.6667 | 2 | 6.8044 | 0.0308 | 6.8044 | 2.6085 |
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- | No log | 1.3333 | 4 | 4.5217 | 0.0690 | 4.5217 | 2.1264 |
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- | No log | 2.0 | 6 | 3.5573 | 0.0208 | 3.5573 | 1.8861 |
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- | No log | 2.6667 | 8 | 2.9714 | 0.1290 | 2.9714 | 1.7238 |
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- | No log | 3.3333 | 10 | 2.1139 | 0.0480 | 2.1139 | 1.4539 |
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- | No log | 4.0 | 12 | 1.6465 | 0.2222 | 1.6465 | 1.2831 |
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- | No log | 4.6667 | 14 | 1.5619 | 0.2545 | 1.5619 | 1.2497 |
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- | No log | 5.3333 | 16 | 1.5593 | 0.3036 | 1.5593 | 1.2487 |
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- | No log | 6.0 | 18 | 1.6967 | 0.2946 | 1.6967 | 1.3026 |
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- | No log | 6.6667 | 20 | 1.7692 | 0.3088 | 1.7692 | 1.3301 |
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- | No log | 7.3333 | 22 | 1.5189 | 0.3793 | 1.5189 | 1.2324 |
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- | No log | 8.0 | 24 | 1.5067 | 0.2727 | 1.5067 | 1.2275 |
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- | No log | 8.6667 | 26 | 1.4816 | 0.2727 | 1.4816 | 1.2172 |
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- | No log | 9.3333 | 28 | 1.4768 | 0.3478 | 1.4768 | 1.2152 |
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- | No log | 10.0 | 30 | 1.6865 | 0.3556 | 1.6865 | 1.2986 |
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- | No log | 10.6667 | 32 | 1.7541 | 0.2774 | 1.7541 | 1.3244 |
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- | No log | 11.3333 | 34 | 1.5862 | 0.3906 | 1.5862 | 1.2594 |
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- | No log | 12.0 | 36 | 1.4758 | 0.3932 | 1.4758 | 1.2148 |
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- | No log | 12.6667 | 38 | 1.4511 | 0.3333 | 1.4511 | 1.2046 |
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- | No log | 13.3333 | 40 | 1.4501 | 0.3540 | 1.4501 | 1.2042 |
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- | No log | 14.0 | 42 | 1.4379 | 0.3540 | 1.4379 | 1.1991 |
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- | No log | 14.6667 | 44 | 1.4436 | 0.4132 | 1.4436 | 1.2015 |
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- | No log | 15.3333 | 46 | 1.5147 | 0.4031 | 1.5147 | 1.2307 |
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- | No log | 16.0 | 48 | 1.3497 | 0.4333 | 1.3497 | 1.1618 |
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- | No log | 16.6667 | 50 | 1.2875 | 0.3826 | 1.2875 | 1.1347 |
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- | No log | 17.3333 | 52 | 1.2797 | 0.4407 | 1.2797 | 1.1312 |
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- | No log | 18.0 | 54 | 1.2983 | 0.4320 | 1.2983 | 1.1394 |
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- | No log | 18.6667 | 56 | 1.9118 | 0.2628 | 1.9118 | 1.3827 |
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- | No log | 19.3333 | 58 | 2.0877 | 0.2446 | 2.0877 | 1.4449 |
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- | No log | 20.0 | 60 | 1.7373 | 0.3134 | 1.7373 | 1.3181 |
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- | No log | 20.6667 | 62 | 1.6054 | 0.3359 | 1.6054 | 1.2671 |
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- | No log | 21.3333 | 64 | 1.3947 | 0.4355 | 1.3947 | 1.1810 |
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- | No log | 22.0 | 66 | 1.3700 | 0.4390 | 1.3700 | 1.1705 |
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- | No log | 22.6667 | 68 | 1.6099 | 0.3359 | 1.6099 | 1.2688 |
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- | No log | 23.3333 | 70 | 1.9907 | 0.2090 | 1.9907 | 1.4109 |
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- | No log | 24.0 | 72 | 1.7926 | 0.3134 | 1.7926 | 1.3389 |
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- | No log | 24.6667 | 74 | 1.3751 | 0.4882 | 1.3751 | 1.1727 |
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- | No log | 25.3333 | 76 | 1.2065 | 0.4538 | 1.2065 | 1.0984 |
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- | No log | 26.0 | 78 | 1.2112 | 0.4959 | 1.2112 | 1.1005 |
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- | No log | 26.6667 | 80 | 1.4162 | 0.4154 | 1.4162 | 1.1901 |
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- | No log | 27.3333 | 82 | 1.7146 | 0.3134 | 1.7146 | 1.3094 |
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- | No log | 28.0 | 84 | 1.6997 | 0.3134 | 1.6997 | 1.3037 |
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- | No log | 28.6667 | 86 | 1.4579 | 0.4688 | 1.4579 | 1.2075 |
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- | No log | 29.3333 | 88 | 1.3185 | 0.4677 | 1.3185 | 1.1482 |
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- | No log | 30.0 | 90 | 1.3637 | 0.4677 | 1.3637 | 1.1678 |
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- | No log | 30.6667 | 92 | 1.5068 | 0.4882 | 1.5068 | 1.2275 |
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- | No log | 31.3333 | 94 | 1.7880 | 0.3030 | 1.7880 | 1.3372 |
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- | No log | 32.0 | 96 | 1.8048 | 0.3030 | 1.8048 | 1.3434 |
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- | No log | 32.6667 | 98 | 1.6583 | 0.3511 | 1.6583 | 1.2878 |
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- | No log | 33.3333 | 100 | 1.6070 | 0.3538 | 1.6070 | 1.2677 |
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- | No log | 34.0 | 102 | 1.5419 | 0.4252 | 1.5419 | 1.2417 |
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- | No log | 34.6667 | 104 | 1.6052 | 0.3538 | 1.6052 | 1.2669 |
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- | No log | 35.3333 | 106 | 1.6799 | 0.3511 | 1.6799 | 1.2961 |
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- | No log | 36.0 | 108 | 1.8604 | 0.2941 | 1.8604 | 1.3640 |
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- | No log | 36.6667 | 110 | 1.9515 | 0.2609 | 1.9515 | 1.3970 |
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- | No log | 37.3333 | 112 | 1.7449 | 0.3134 | 1.7449 | 1.3210 |
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- | No log | 38.0 | 114 | 1.4711 | 0.4219 | 1.4711 | 1.2129 |
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- | No log | 38.6667 | 116 | 1.3607 | 0.4516 | 1.3607 | 1.1665 |
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- | No log | 39.3333 | 118 | 1.2944 | 0.4677 | 1.2944 | 1.1377 |
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- | No log | 40.0 | 120 | 1.3580 | 0.4516 | 1.3580 | 1.1653 |
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- | No log | 40.6667 | 122 | 1.5139 | 0.3538 | 1.5138 | 1.2304 |
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- | No log | 41.3333 | 124 | 1.5385 | 0.3538 | 1.5385 | 1.2403 |
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- | No log | 42.0 | 126 | 1.5725 | 0.3333 | 1.5725 | 1.2540 |
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- | No log | 42.6667 | 128 | 1.5189 | 0.3538 | 1.5189 | 1.2324 |
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- | No log | 43.3333 | 130 | 1.5333 | 0.3333 | 1.5333 | 1.2383 |
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- | No log | 44.0 | 132 | 1.5712 | 0.3333 | 1.5712 | 1.2535 |
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- | No log | 44.6667 | 134 | 1.5484 | 0.3333 | 1.5484 | 1.2444 |
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- | No log | 45.3333 | 136 | 1.5097 | 0.4 | 1.5097 | 1.2287 |
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- | No log | 46.0 | 138 | 1.4721 | 0.4409 | 1.4721 | 1.2133 |
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- | No log | 46.6667 | 140 | 1.5021 | 0.4219 | 1.5021 | 1.2256 |
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- | No log | 47.3333 | 142 | 1.5517 | 0.4031 | 1.5517 | 1.2457 |
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- | No log | 48.0 | 144 | 1.5098 | 0.4409 | 1.5098 | 1.2287 |
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- | No log | 48.6667 | 146 | 1.4954 | 0.4409 | 1.4954 | 1.2229 |
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- | No log | 49.3333 | 148 | 1.4558 | 0.4444 | 1.4558 | 1.2066 |
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- | No log | 50.0 | 150 | 1.4918 | 0.4409 | 1.4918 | 1.2214 |
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- | No log | 50.6667 | 152 | 1.5462 | 0.4031 | 1.5462 | 1.2435 |
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- | No log | 51.3333 | 154 | 1.6084 | 0.3664 | 1.6084 | 1.2682 |
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- | No log | 52.0 | 156 | 1.7196 | 0.3308 | 1.7196 | 1.3113 |
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- | No log | 52.6667 | 158 | 1.7832 | 0.3134 | 1.7832 | 1.3354 |
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- | No log | 53.3333 | 160 | 1.6784 | 0.3308 | 1.6784 | 1.2955 |
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- | No log | 54.0 | 162 | 1.5110 | 0.4219 | 1.5110 | 1.2292 |
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- | No log | 54.6667 | 164 | 1.4306 | 0.4516 | 1.4306 | 1.1961 |
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- | No log | 55.3333 | 166 | 1.4501 | 0.4286 | 1.4501 | 1.2042 |
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- | No log | 56.0 | 168 | 1.5362 | 0.4219 | 1.5362 | 1.2395 |
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- | No log | 56.6667 | 170 | 1.7092 | 0.3308 | 1.7092 | 1.3073 |
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- | No log | 57.3333 | 172 | 1.7808 | 0.3134 | 1.7808 | 1.3345 |
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- | No log | 58.0 | 174 | 1.7406 | 0.3308 | 1.7406 | 1.3193 |
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- | No log | 58.6667 | 176 | 1.5834 | 0.3538 | 1.5834 | 1.2583 |
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- | No log | 59.3333 | 178 | 1.4712 | 0.4480 | 1.4712 | 1.2129 |
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- | No log | 60.0 | 180 | 1.4765 | 0.4480 | 1.4765 | 1.2151 |
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- | No log | 60.6667 | 182 | 1.5256 | 0.4409 | 1.5256 | 1.2352 |
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- | No log | 61.3333 | 184 | 1.5528 | 0.4409 | 1.5528 | 1.2461 |
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- | No log | 62.0 | 186 | 1.6353 | 0.3511 | 1.6353 | 1.2788 |
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- | No log | 62.6667 | 188 | 1.6728 | 0.3308 | 1.6728 | 1.2934 |
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- | No log | 63.3333 | 190 | 1.6290 | 0.3511 | 1.6290 | 1.2763 |
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- | No log | 64.0 | 192 | 1.5647 | 0.3876 | 1.5647 | 1.2509 |
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- | No log | 64.6667 | 194 | 1.5215 | 0.4409 | 1.5215 | 1.2335 |
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- | No log | 65.3333 | 196 | 1.5091 | 0.4409 | 1.5091 | 1.2284 |
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- | No log | 66.0 | 198 | 1.5103 | 0.4409 | 1.5103 | 1.2289 |
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- | No log | 66.6667 | 200 | 1.5688 | 0.3876 | 1.5688 | 1.2525 |
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- | No log | 67.3333 | 202 | 1.6414 | 0.3485 | 1.6414 | 1.2812 |
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- | No log | 68.0 | 204 | 1.6851 | 0.3308 | 1.6851 | 1.2981 |
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- | No log | 68.6667 | 206 | 1.6995 | 0.3308 | 1.6995 | 1.3036 |
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- | No log | 69.3333 | 208 | 1.8091 | 0.2963 | 1.8091 | 1.3450 |
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- | No log | 70.0 | 210 | 1.8417 | 0.2963 | 1.8417 | 1.3571 |
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- | No log | 70.6667 | 212 | 1.8807 | 0.2963 | 1.8807 | 1.3714 |
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- | No log | 71.3333 | 214 | 1.8149 | 0.2963 | 1.8149 | 1.3472 |
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- | No log | 72.0 | 216 | 1.7117 | 0.3308 | 1.7117 | 1.3083 |
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- | No log | 72.6667 | 218 | 1.6261 | 0.3308 | 1.6261 | 1.2752 |
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- | No log | 73.3333 | 220 | 1.6122 | 0.3636 | 1.6122 | 1.2697 |
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- | No log | 74.0 | 222 | 1.5870 | 0.3664 | 1.5870 | 1.2598 |
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- | No log | 74.6667 | 224 | 1.5415 | 0.4031 | 1.5415 | 1.2416 |
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- | No log | 75.3333 | 226 | 1.4789 | 0.4409 | 1.4789 | 1.2161 |
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- | No log | 76.0 | 228 | 1.4281 | 0.4409 | 1.4281 | 1.1950 |
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- | No log | 76.6667 | 230 | 1.4268 | 0.4409 | 1.4268 | 1.1945 |
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- | No log | 77.3333 | 232 | 1.4253 | 0.4409 | 1.4253 | 1.1938 |
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- | No log | 78.0 | 234 | 1.4482 | 0.4409 | 1.4482 | 1.2034 |
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- | No log | 78.6667 | 236 | 1.4855 | 0.4219 | 1.4855 | 1.2188 |
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- | No log | 79.3333 | 238 | 1.5544 | 0.3333 | 1.5544 | 1.2468 |
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- | No log | 80.0 | 240 | 1.6063 | 0.3333 | 1.6063 | 1.2674 |
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- | No log | 80.6667 | 242 | 1.6422 | 0.3308 | 1.6422 | 1.2815 |
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- | No log | 81.3333 | 244 | 1.6364 | 0.3308 | 1.6364 | 1.2792 |
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- | No log | 82.0 | 246 | 1.6518 | 0.3308 | 1.6518 | 1.2852 |
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- | No log | 82.6667 | 248 | 1.6591 | 0.3308 | 1.6591 | 1.2880 |
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- | No log | 83.3333 | 250 | 1.6242 | 0.3333 | 1.6242 | 1.2744 |
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- | No log | 84.0 | 252 | 1.5570 | 0.3359 | 1.5570 | 1.2478 |
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- | No log | 84.6667 | 254 | 1.5106 | 0.3692 | 1.5106 | 1.2291 |
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- | No log | 85.3333 | 256 | 1.4844 | 0.4219 | 1.4844 | 1.2183 |
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- | No log | 86.0 | 258 | 1.4611 | 0.4409 | 1.4611 | 1.2088 |
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- | No log | 86.6667 | 260 | 1.4518 | 0.4409 | 1.4518 | 1.2049 |
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- | No log | 87.3333 | 262 | 1.4631 | 0.4409 | 1.4631 | 1.2096 |
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- | No log | 88.0 | 264 | 1.4874 | 0.4219 | 1.4874 | 1.2196 |
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- | No log | 88.6667 | 266 | 1.5221 | 0.3692 | 1.5221 | 1.2337 |
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- | No log | 89.3333 | 268 | 1.5481 | 0.3359 | 1.5481 | 1.2442 |
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- | No log | 90.0 | 270 | 1.5660 | 0.3359 | 1.5660 | 1.2514 |
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- | No log | 90.6667 | 272 | 1.5825 | 0.3359 | 1.5825 | 1.2580 |
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- | No log | 91.3333 | 274 | 1.5897 | 0.3359 | 1.5897 | 1.2608 |
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- | No log | 92.0 | 276 | 1.5819 | 0.3359 | 1.5819 | 1.2577 |
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- | No log | 92.6667 | 278 | 1.5815 | 0.3359 | 1.5815 | 1.2576 |
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- | No log | 93.3333 | 280 | 1.5851 | 0.3359 | 1.5851 | 1.2590 |
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- | No log | 94.0 | 282 | 1.5754 | 0.3359 | 1.5754 | 1.2551 |
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- | No log | 94.6667 | 284 | 1.5615 | 0.3359 | 1.5615 | 1.2496 |
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- | No log | 95.3333 | 286 | 1.5437 | 0.4031 | 1.5437 | 1.2425 |
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- | No log | 96.0 | 288 | 1.5379 | 0.4031 | 1.5379 | 1.2401 |
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- | No log | 96.6667 | 290 | 1.5383 | 0.4031 | 1.5383 | 1.2403 |
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- | No log | 97.3333 | 292 | 1.5422 | 0.4031 | 1.5422 | 1.2419 |
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- | No log | 98.0 | 294 | 1.5447 | 0.3692 | 1.5447 | 1.2429 |
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- | No log | 98.6667 | 296 | 1.5455 | 0.3692 | 1.5455 | 1.2432 |
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- | No log | 99.3333 | 298 | 1.5431 | 0.3692 | 1.5431 | 1.2422 |
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- | No log | 100.0 | 300 | 1.5413 | 0.3692 | 1.5413 | 1.2415 |
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ### Framework versions
 
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  tags:
5
  - generated_from_trainer
6
  model-index:
7
+ - name: ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization
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  results: []
9
  ---
10
 
11
  <!-- This model card has been generated automatically according to the information the Trainer had access to. You
12
  should probably proofread and complete it, then remove this comment. -->
13
 
14
+ # ArabicNewSplits7_B_usingALLEssays_FineTuningAraBERT_run2_AugV5_k2_task1_organization
15
 
16
  This model is a fine-tuned version of [aubmindlab/bert-base-arabertv02](https://huggingface.co/aubmindlab/bert-base-arabertv02) on the None dataset.
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  It achieves the following results on the evaluation set:
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+ - Loss: 2.2228
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+ - Qwk: 0.3425
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+ - Mse: 2.2228
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+ - Rmse: 1.4909
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  ## Model description
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  ### Training results
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+ | Training Loss | Epoch | Step | Validation Loss | Qwk | Mse | Rmse |
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+ |:-------------:|:-------:|:----:|:---------------:|:-------:|:------:|:------:|
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+ | No log | 0.2222 | 2 | 7.0935 | 0.0056 | 7.0935 | 2.6634 |
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+ | No log | 0.4444 | 4 | 4.5660 | 0.0873 | 4.5660 | 2.1368 |
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+ | No log | 0.6667 | 6 | 3.4747 | 0.0 | 3.4747 | 1.8640 |
55
+ | No log | 0.8889 | 8 | 2.9962 | 0.0359 | 2.9962 | 1.7310 |
56
+ | No log | 1.1111 | 10 | 2.6688 | 0.0153 | 2.6688 | 1.6337 |
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+ | No log | 1.3333 | 12 | 2.5046 | -0.0472 | 2.5046 | 1.5826 |
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+ | No log | 1.5556 | 14 | 2.9147 | -0.0276 | 2.9147 | 1.7073 |
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+ | No log | 1.7778 | 16 | 2.6066 | 0.0986 | 2.6066 | 1.6145 |
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+ | No log | 2.0 | 18 | 2.7371 | 0.0927 | 2.7371 | 1.6544 |
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+ | No log | 2.2222 | 20 | 3.0803 | 0.1236 | 3.0803 | 1.7551 |
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+ | No log | 2.4444 | 22 | 3.1563 | 0.1753 | 3.1563 | 1.7766 |
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+ | No log | 2.6667 | 24 | 2.0465 | 0.2857 | 2.0465 | 1.4306 |
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+ | No log | 2.8889 | 26 | 1.6698 | 0.3824 | 1.6698 | 1.2922 |
65
+ | No log | 3.1111 | 28 | 1.8007 | 0.3421 | 1.8007 | 1.3419 |
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+ | No log | 3.3333 | 30 | 2.6205 | 0.3350 | 2.6205 | 1.6188 |
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+ | No log | 3.5556 | 32 | 3.4942 | 0.1847 | 3.4942 | 1.8693 |
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+ | No log | 3.7778 | 34 | 3.9829 | 0.1575 | 3.9829 | 1.9957 |
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+ | No log | 4.0 | 36 | 3.5624 | 0.2075 | 3.5624 | 1.8874 |
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+ | No log | 4.2222 | 38 | 2.9090 | 0.2941 | 2.9090 | 1.7056 |
71
+ | No log | 4.4444 | 40 | 2.2102 | 0.3106 | 2.2102 | 1.4867 |
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+ | No log | 4.6667 | 42 | 1.7230 | 0.3401 | 1.7230 | 1.3126 |
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+ | No log | 4.8889 | 44 | 1.9324 | 0.3311 | 1.9324 | 1.3901 |
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+ | No log | 5.1111 | 46 | 2.4920 | 0.2584 | 2.4920 | 1.5786 |
75
+ | No log | 5.3333 | 48 | 2.6045 | 0.2902 | 2.6045 | 1.6139 |
76
+ | No log | 5.5556 | 50 | 2.5487 | 0.2902 | 2.5487 | 1.5965 |
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+ | No log | 5.7778 | 52 | 1.9067 | 0.4076 | 1.9067 | 1.3808 |
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+ | No log | 6.0 | 54 | 1.5124 | 0.4768 | 1.5124 | 1.2298 |
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+ | No log | 6.2222 | 56 | 1.8624 | 0.4483 | 1.8624 | 1.3647 |
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+ | No log | 6.4444 | 58 | 2.4333 | 0.3883 | 2.4333 | 1.5599 |
81
+ | No log | 6.6667 | 60 | 2.1147 | 0.4352 | 2.1147 | 1.4542 |
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+ | No log | 6.8889 | 62 | 1.8815 | 0.4624 | 1.8815 | 1.3717 |
83
+ | No log | 7.1111 | 64 | 2.5769 | 0.3786 | 2.5769 | 1.6053 |
84
+ | No log | 7.3333 | 66 | 2.5235 | 0.3663 | 2.5235 | 1.5886 |
85
+ | No log | 7.5556 | 68 | 1.5598 | 0.4845 | 1.5598 | 1.2489 |
86
+ | No log | 7.7778 | 70 | 1.2068 | 0.5507 | 1.2068 | 1.0985 |
87
+ | No log | 8.0 | 72 | 1.2782 | 0.5109 | 1.2782 | 1.1306 |
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+ | No log | 8.2222 | 74 | 1.2514 | 0.5255 | 1.2514 | 1.1187 |
89
+ | No log | 8.4444 | 76 | 1.5289 | 0.4805 | 1.5289 | 1.2365 |
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+ | No log | 8.6667 | 78 | 2.6997 | 0.3796 | 2.6997 | 1.6431 |
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+ | No log | 8.8889 | 80 | 2.9143 | 0.3229 | 2.9143 | 1.7071 |
92
+ | No log | 9.1111 | 82 | 2.1432 | 0.4481 | 2.1432 | 1.4640 |
93
+ | No log | 9.3333 | 84 | 1.7589 | 0.3875 | 1.7589 | 1.3262 |
94
+ | No log | 9.5556 | 86 | 1.4662 | 0.4533 | 1.4662 | 1.2109 |
95
+ | No log | 9.7778 | 88 | 1.6612 | 0.4099 | 1.6612 | 1.2889 |
96
+ | No log | 10.0 | 90 | 2.4226 | 0.3756 | 2.4226 | 1.5565 |
97
+ | No log | 10.2222 | 92 | 3.4465 | 0.2222 | 3.4465 | 1.8565 |
98
+ | No log | 10.4444 | 94 | 3.3314 | 0.2632 | 3.3314 | 1.8252 |
99
+ | No log | 10.6667 | 96 | 2.3359 | 0.2874 | 2.3359 | 1.5284 |
100
+ | No log | 10.8889 | 98 | 1.8292 | 0.3924 | 1.8292 | 1.3525 |
101
+ | No log | 11.1111 | 100 | 2.0240 | 0.3678 | 2.0240 | 1.4227 |
102
+ | No log | 11.3333 | 102 | 2.4920 | 0.3819 | 2.4920 | 1.5786 |
103
+ | No log | 11.5556 | 104 | 2.4293 | 0.3960 | 2.4293 | 1.5586 |
104
+ | No log | 11.7778 | 106 | 1.7322 | 0.4865 | 1.7322 | 1.3161 |
105
+ | No log | 12.0 | 108 | 1.1384 | 0.6358 | 1.1384 | 1.0669 |
106
+ | No log | 12.2222 | 110 | 1.0478 | 0.6620 | 1.0478 | 1.0236 |
107
+ | No log | 12.4444 | 112 | 1.0730 | 0.6429 | 1.0730 | 1.0358 |
108
+ | No log | 12.6667 | 114 | 1.2739 | 0.4932 | 1.2739 | 1.1287 |
109
+ | No log | 12.8889 | 116 | 1.9136 | 0.4505 | 1.9136 | 1.3833 |
110
+ | No log | 13.1111 | 118 | 2.4196 | 0.3663 | 2.4196 | 1.5555 |
111
+ | No log | 13.3333 | 120 | 2.2090 | 0.4103 | 2.2090 | 1.4863 |
112
+ | No log | 13.5556 | 122 | 1.6326 | 0.4586 | 1.6326 | 1.2777 |
113
+ | No log | 13.7778 | 124 | 1.4836 | 0.4605 | 1.4836 | 1.2180 |
114
+ | No log | 14.0 | 126 | 1.4497 | 0.4516 | 1.4497 | 1.2040 |
115
+ | No log | 14.2222 | 128 | 1.6835 | 0.4852 | 1.6835 | 1.2975 |
116
+ | No log | 14.4444 | 130 | 2.2657 | 0.4062 | 2.2657 | 1.5052 |
117
+ | No log | 14.6667 | 132 | 3.1591 | 0.2456 | 3.1591 | 1.7774 |
118
+ | No log | 14.8889 | 134 | 3.3526 | 0.2328 | 3.3526 | 1.8310 |
119
+ | No log | 15.1111 | 136 | 2.6016 | 0.3627 | 2.6016 | 1.6130 |
120
+ | No log | 15.3333 | 138 | 1.6823 | 0.4167 | 1.6823 | 1.2970 |
121
+ | No log | 15.5556 | 140 | 1.5307 | 0.4713 | 1.5307 | 1.2372 |
122
+ | No log | 15.7778 | 142 | 1.8219 | 0.4494 | 1.8219 | 1.3498 |
123
+ | No log | 16.0 | 144 | 2.4619 | 0.4098 | 2.4619 | 1.5691 |
124
+ | No log | 16.2222 | 146 | 2.7624 | 0.3519 | 2.7624 | 1.6621 |
125
+ | No log | 16.4444 | 148 | 2.6015 | 0.3689 | 2.6015 | 1.6129 |
126
+ | No log | 16.6667 | 150 | 2.1481 | 0.4167 | 2.1481 | 1.4656 |
127
+ | No log | 16.8889 | 152 | 1.5343 | 0.4238 | 1.5343 | 1.2387 |
128
+ | No log | 17.1111 | 154 | 1.4128 | 0.4932 | 1.4128 | 1.1886 |
129
+ | No log | 17.3333 | 156 | 1.6947 | 0.4238 | 1.6947 | 1.3018 |
130
+ | No log | 17.5556 | 158 | 2.2145 | 0.3676 | 2.2145 | 1.4881 |
131
+ | No log | 17.7778 | 160 | 2.5858 | 0.3200 | 2.5858 | 1.6081 |
132
+ | No log | 18.0 | 162 | 2.4510 | 0.3350 | 2.4510 | 1.5656 |
133
+ | No log | 18.2222 | 164 | 2.1771 | 0.4255 | 2.1771 | 1.4755 |
134
+ | No log | 18.4444 | 166 | 1.9365 | 0.4804 | 1.9365 | 1.3916 |
135
+ | No log | 18.6667 | 168 | 1.9788 | 0.4945 | 1.9788 | 1.4067 |
136
+ | No log | 18.8889 | 170 | 2.1959 | 0.4467 | 2.1959 | 1.4818 |
137
+ | No log | 19.1111 | 172 | 2.3283 | 0.4179 | 2.3283 | 1.5259 |
138
+ | No log | 19.3333 | 174 | 2.2409 | 0.4179 | 2.2409 | 1.4970 |
139
+ | No log | 19.5556 | 176 | 1.8120 | 0.4444 | 1.8120 | 1.3461 |
140
+ | No log | 19.7778 | 178 | 1.6007 | 0.4099 | 1.6007 | 1.2652 |
141
+ | No log | 20.0 | 180 | 1.6461 | 0.4268 | 1.6461 | 1.2830 |
142
+ | No log | 20.2222 | 182 | 1.8670 | 0.4471 | 1.8670 | 1.3664 |
143
+ | No log | 20.4444 | 184 | 1.8788 | 0.4545 | 1.8788 | 1.3707 |
144
+ | No log | 20.6667 | 186 | 1.8410 | 0.4545 | 1.8410 | 1.3569 |
145
+ | No log | 20.8889 | 188 | 1.7063 | 0.4678 | 1.7063 | 1.3063 |
146
+ | No log | 21.1111 | 190 | 1.9886 | 0.4176 | 1.9886 | 1.4102 |
147
+ | No log | 21.3333 | 192 | 1.9535 | 0.4309 | 1.9535 | 1.3977 |
148
+ | No log | 21.5556 | 194 | 1.5193 | 0.4780 | 1.5193 | 1.2326 |
149
+ | No log | 21.7778 | 196 | 1.3720 | 0.4868 | 1.3720 | 1.1713 |
150
+ | No log | 22.0 | 198 | 1.4587 | 0.4872 | 1.4587 | 1.2078 |
151
+ | No log | 22.2222 | 200 | 1.8116 | 0.4393 | 1.8116 | 1.3460 |
152
+ | No log | 22.4444 | 202 | 2.0425 | 0.4468 | 2.0425 | 1.4292 |
153
+ | No log | 22.6667 | 204 | 2.0930 | 0.4536 | 2.0930 | 1.4467 |
154
+ | No log | 22.8889 | 206 | 2.1575 | 0.4412 | 2.1575 | 1.4688 |
155
+ | No log | 23.1111 | 208 | 1.8767 | 0.4492 | 1.8767 | 1.3699 |
156
+ | No log | 23.3333 | 210 | 1.5061 | 0.5 | 1.5061 | 1.2272 |
157
+ | No log | 23.5556 | 212 | 1.5623 | 0.5 | 1.5623 | 1.2499 |
158
+ | No log | 23.7778 | 214 | 2.0892 | 0.4167 | 2.0892 | 1.4454 |
159
+ | No log | 24.0 | 216 | 2.8449 | 0.3302 | 2.8449 | 1.6867 |
160
+ | No log | 24.2222 | 218 | 2.7566 | 0.3254 | 2.7566 | 1.6603 |
161
+ | No log | 24.4444 | 220 | 2.0497 | 0.3955 | 2.0497 | 1.4317 |
162
+ | No log | 24.6667 | 222 | 1.7637 | 0.4048 | 1.7637 | 1.3281 |
163
+ | No log | 24.8889 | 224 | 1.7615 | 0.4343 | 1.7615 | 1.3272 |
164
+ | No log | 25.1111 | 226 | 1.8647 | 0.4318 | 1.8647 | 1.3656 |
165
+ | No log | 25.3333 | 228 | 1.7265 | 0.4545 | 1.7265 | 1.3140 |
166
+ | No log | 25.5556 | 230 | 1.7554 | 0.4598 | 1.7554 | 1.3249 |
167
+ | No log | 25.7778 | 232 | 1.8394 | 0.4974 | 1.8394 | 1.3563 |
168
+ | No log | 26.0 | 234 | 1.7908 | 0.4894 | 1.7908 | 1.3382 |
169
+ | No log | 26.2222 | 236 | 1.8497 | 0.5 | 1.8497 | 1.3600 |
170
+ | No log | 26.4444 | 238 | 1.7896 | 0.4894 | 1.7896 | 1.3378 |
171
+ | No log | 26.6667 | 240 | 1.7921 | 0.4787 | 1.7921 | 1.3387 |
172
+ | No log | 26.8889 | 242 | 1.6744 | 0.4253 | 1.6744 | 1.2940 |
173
+ | No log | 27.1111 | 244 | 1.3943 | 0.5122 | 1.3943 | 1.1808 |
174
+ | No log | 27.3333 | 246 | 1.1496 | 0.5931 | 1.1496 | 1.0722 |
175
+ | No log | 27.5556 | 248 | 1.1934 | 0.5395 | 1.1934 | 1.0924 |
176
+ | No log | 27.7778 | 250 | 1.5433 | 0.4706 | 1.5433 | 1.2423 |
177
+ | No log | 28.0 | 252 | 1.9163 | 0.4526 | 1.9163 | 1.3843 |
178
+ | No log | 28.2222 | 254 | 1.8717 | 0.4526 | 1.8717 | 1.3681 |
179
+ | No log | 28.4444 | 256 | 1.9666 | 0.4526 | 1.9666 | 1.4024 |
180
+ | No log | 28.6667 | 258 | 1.7114 | 0.4444 | 1.7114 | 1.3082 |
181
+ | No log | 28.8889 | 260 | 1.5264 | 0.3974 | 1.5264 | 1.2355 |
182
+ | No log | 29.1111 | 262 | 1.4046 | 0.4521 | 1.4046 | 1.1852 |
183
+ | No log | 29.3333 | 264 | 1.5771 | 0.3742 | 1.5771 | 1.2558 |
184
+ | No log | 29.5556 | 266 | 1.9470 | 0.4590 | 1.9470 | 1.3953 |
185
+ | No log | 29.7778 | 268 | 2.0996 | 0.4330 | 2.0996 | 1.4490 |
186
+ | No log | 30.0 | 270 | 2.0708 | 0.4513 | 2.0708 | 1.4390 |
187
+ | No log | 30.2222 | 272 | 1.8351 | 0.4762 | 1.8351 | 1.3547 |
188
+ | No log | 30.4444 | 274 | 1.5957 | 0.5140 | 1.5957 | 1.2632 |
189
+ | No log | 30.6667 | 276 | 1.5278 | 0.5143 | 1.5278 | 1.2360 |
190
+ | No log | 30.8889 | 278 | 1.4960 | 0.5263 | 1.4960 | 1.2231 |
191
+ | No log | 31.1111 | 280 | 1.5099 | 0.4540 | 1.5099 | 1.2288 |
192
+ | No log | 31.3333 | 282 | 1.4217 | 0.4774 | 1.4217 | 1.1924 |
193
+ | No log | 31.5556 | 284 | 1.5370 | 0.4387 | 1.5370 | 1.2398 |
194
+ | No log | 31.7778 | 286 | 1.8118 | 0.4260 | 1.8118 | 1.3460 |
195
+ | No log | 32.0 | 288 | 2.0452 | 0.4339 | 2.0452 | 1.4301 |
196
+ | No log | 32.2222 | 290 | 2.1325 | 0.4286 | 2.1325 | 1.4603 |
197
+ | No log | 32.4444 | 292 | 1.9794 | 0.4574 | 1.9794 | 1.4069 |
198
+ | No log | 32.6667 | 294 | 1.5472 | 0.4971 | 1.5472 | 1.2439 |
199
+ | No log | 32.8889 | 296 | 1.3784 | 0.5093 | 1.3784 | 1.1740 |
200
+ | No log | 33.1111 | 298 | 1.3920 | 0.5062 | 1.3920 | 1.1798 |
201
+ | No log | 33.3333 | 300 | 1.6183 | 0.4571 | 1.6183 | 1.2721 |
202
+ | No log | 33.5556 | 302 | 2.0199 | 0.4706 | 2.0199 | 1.4212 |
203
+ | No log | 33.7778 | 304 | 2.2064 | 0.4343 | 2.2064 | 1.4854 |
204
+ | No log | 34.0 | 306 | 2.0458 | 0.4706 | 2.0458 | 1.4303 |
205
+ | No log | 34.2222 | 308 | 1.6234 | 0.4535 | 1.6234 | 1.2741 |
206
+ | No log | 34.4444 | 310 | 1.2468 | 0.5556 | 1.2468 | 1.1166 |
207
+ | No log | 34.6667 | 312 | 1.2184 | 0.5674 | 1.2184 | 1.1038 |
208
+ | No log | 34.8889 | 314 | 1.4104 | 0.5 | 1.4104 | 1.1876 |
209
+ | No log | 35.1111 | 316 | 1.8212 | 0.4607 | 1.8212 | 1.3495 |
210
+ | No log | 35.3333 | 318 | 2.0607 | 0.4503 | 2.0607 | 1.4355 |
211
+ | No log | 35.5556 | 320 | 1.9795 | 0.4712 | 1.9795 | 1.4070 |
212
+ | No log | 35.7778 | 322 | 1.7667 | 0.4762 | 1.7667 | 1.3292 |
213
+ | No log | 36.0 | 324 | 1.6870 | 0.4889 | 1.6870 | 1.2989 |
214
+ | No log | 36.2222 | 326 | 1.7378 | 0.4809 | 1.7378 | 1.3182 |
215
+ | No log | 36.4444 | 328 | 1.7303 | 0.4725 | 1.7303 | 1.3154 |
216
+ | No log | 36.6667 | 330 | 1.7208 | 0.4725 | 1.7208 | 1.3118 |
217
+ | No log | 36.8889 | 332 | 1.6512 | 0.4379 | 1.6512 | 1.2850 |
218
+ | No log | 37.1111 | 334 | 1.5760 | 0.4217 | 1.5760 | 1.2554 |
219
+ | No log | 37.3333 | 336 | 1.6753 | 0.4471 | 1.6753 | 1.2943 |
220
+ | No log | 37.5556 | 338 | 1.8970 | 0.4530 | 1.8970 | 1.3773 |
221
+ | No log | 37.7778 | 340 | 2.0238 | 0.4526 | 2.0238 | 1.4226 |
222
+ | No log | 38.0 | 342 | 2.2332 | 0.4433 | 2.2332 | 1.4944 |
223
+ | No log | 38.2222 | 344 | 2.5082 | 0.3905 | 2.5082 | 1.5837 |
224
+ | No log | 38.4444 | 346 | 2.3559 | 0.4059 | 2.3559 | 1.5349 |
225
+ | No log | 38.6667 | 348 | 2.0093 | 0.4309 | 2.0093 | 1.4175 |
226
+ | No log | 38.8889 | 350 | 1.6569 | 0.3949 | 1.6569 | 1.2872 |
227
+ | No log | 39.1111 | 352 | 1.5070 | 0.3974 | 1.5070 | 1.2276 |
228
+ | No log | 39.3333 | 354 | 1.6206 | 0.3922 | 1.6206 | 1.2730 |
229
+ | No log | 39.5556 | 356 | 1.8834 | 0.4192 | 1.8834 | 1.3724 |
230
+ | No log | 39.7778 | 358 | 2.0568 | 0.3977 | 2.0568 | 1.4342 |
231
+ | No log | 40.0 | 360 | 2.1234 | 0.3699 | 2.1234 | 1.4572 |
232
+ | No log | 40.2222 | 362 | 1.9326 | 0.4327 | 1.9326 | 1.3902 |
233
+ | No log | 40.4444 | 364 | 1.7285 | 0.4561 | 1.7285 | 1.3147 |
234
+ | No log | 40.6667 | 366 | 1.7944 | 0.4561 | 1.7944 | 1.3395 |
235
+ | No log | 40.8889 | 368 | 1.9597 | 0.4469 | 1.9597 | 1.3999 |
236
+ | No log | 41.1111 | 370 | 2.0402 | 0.4239 | 2.0402 | 1.4284 |
237
+ | No log | 41.3333 | 372 | 1.9230 | 0.4393 | 1.9230 | 1.3867 |
238
+ | No log | 41.5556 | 374 | 1.8100 | 0.4471 | 1.8100 | 1.3454 |
239
+ | No log | 41.7778 | 376 | 1.7224 | 0.4311 | 1.7224 | 1.3124 |
240
+ | No log | 42.0 | 378 | 1.5986 | 0.4224 | 1.5986 | 1.2644 |
241
+ | No log | 42.2222 | 380 | 1.6087 | 0.4390 | 1.6087 | 1.2683 |
242
+ | No log | 42.4444 | 382 | 1.7208 | 0.4311 | 1.7208 | 1.3118 |
243
+ | No log | 42.6667 | 384 | 1.8851 | 0.4094 | 1.8851 | 1.3730 |
244
+ | No log | 42.8889 | 386 | 2.0017 | 0.3908 | 2.0017 | 1.4148 |
245
+ | No log | 43.1111 | 388 | 1.9776 | 0.4246 | 1.9776 | 1.4063 |
246
+ | No log | 43.3333 | 390 | 1.8685 | 0.4457 | 1.8685 | 1.3669 |
247
+ | No log | 43.5556 | 392 | 1.7483 | 0.4121 | 1.7483 | 1.3222 |
248
+ | No log | 43.7778 | 394 | 1.7580 | 0.4286 | 1.7580 | 1.3259 |
249
+ | No log | 44.0 | 396 | 1.6875 | 0.4025 | 1.6875 | 1.2990 |
250
+ | No log | 44.2222 | 398 | 1.7175 | 0.3797 | 1.7175 | 1.3105 |
251
+ | No log | 44.4444 | 400 | 1.7529 | 0.3797 | 1.7529 | 1.3240 |
252
+ | No log | 44.6667 | 402 | 1.6869 | 0.3613 | 1.6869 | 1.2988 |
253
+ | No log | 44.8889 | 404 | 1.7011 | 0.3613 | 1.7011 | 1.3043 |
254
+ | No log | 45.1111 | 406 | 1.6710 | 0.3613 | 1.6710 | 1.2927 |
255
+ | No log | 45.3333 | 408 | 1.6305 | 0.3846 | 1.6305 | 1.2769 |
256
+ | No log | 45.5556 | 410 | 1.7279 | 0.3949 | 1.7279 | 1.3145 |
257
+ | No log | 45.7778 | 412 | 1.9386 | 0.4 | 1.9386 | 1.3923 |
258
+ | No log | 46.0 | 414 | 2.0505 | 0.3956 | 2.0505 | 1.4320 |
259
+ | No log | 46.2222 | 416 | 2.0114 | 0.3956 | 2.0114 | 1.4182 |
260
+ | No log | 46.4444 | 418 | 1.7664 | 0.4242 | 1.7664 | 1.3291 |
261
+ | No log | 46.6667 | 420 | 1.5606 | 0.4026 | 1.5606 | 1.2492 |
262
+ | No log | 46.8889 | 422 | 1.5288 | 0.4 | 1.5288 | 1.2364 |
263
+ | No log | 47.1111 | 424 | 1.5545 | 0.4026 | 1.5545 | 1.2468 |
264
+ | No log | 47.3333 | 426 | 1.6755 | 0.4224 | 1.6755 | 1.2944 |
265
+ | No log | 47.5556 | 428 | 1.8622 | 0.4024 | 1.8622 | 1.3646 |
266
+ | No log | 47.7778 | 430 | 2.0541 | 0.3864 | 2.0541 | 1.4332 |
267
+ | No log | 48.0 | 432 | 2.1169 | 0.3846 | 2.1169 | 1.4549 |
268
+ | No log | 48.2222 | 434 | 2.0166 | 0.4 | 2.0166 | 1.4201 |
269
+ | No log | 48.4444 | 436 | 1.8217 | 0.4024 | 1.8217 | 1.3497 |
270
+ | No log | 48.6667 | 438 | 1.5912 | 0.4204 | 1.5912 | 1.2614 |
271
+ | No log | 48.8889 | 440 | 1.4682 | 0.4706 | 1.4682 | 1.2117 |
272
+ | No log | 49.1111 | 442 | 1.4827 | 0.4586 | 1.4827 | 1.2177 |
273
+ | No log | 49.3333 | 444 | 1.6934 | 0.4405 | 1.6934 | 1.3013 |
274
+ | No log | 49.5556 | 446 | 1.9469 | 0.4556 | 1.9469 | 1.3953 |
275
+ | No log | 49.7778 | 448 | 2.1431 | 0.4084 | 2.1431 | 1.4639 |
276
+ | No log | 50.0 | 450 | 2.0904 | 0.4211 | 2.0904 | 1.4458 |
277
+ | No log | 50.2222 | 452 | 1.8870 | 0.4483 | 1.8870 | 1.3737 |
278
+ | No log | 50.4444 | 454 | 1.7168 | 0.4405 | 1.7168 | 1.3103 |
279
+ | No log | 50.6667 | 456 | 1.5376 | 0.4459 | 1.5376 | 1.2400 |
280
+ | No log | 50.8889 | 458 | 1.5277 | 0.4204 | 1.5277 | 1.2360 |
281
+ | No log | 51.1111 | 460 | 1.6422 | 0.4242 | 1.6422 | 1.2815 |
282
+ | No log | 51.3333 | 462 | 1.8490 | 0.4633 | 1.8490 | 1.3598 |
283
+ | No log | 51.5556 | 464 | 1.9104 | 0.4565 | 1.9104 | 1.3822 |
284
+ | No log | 51.7778 | 466 | 1.7945 | 0.4556 | 1.7945 | 1.3396 |
285
+ | No log | 52.0 | 468 | 1.6289 | 0.4615 | 1.6289 | 1.2763 |
286
+ | No log | 52.2222 | 470 | 1.5678 | 0.4364 | 1.5678 | 1.2521 |
287
+ | No log | 52.4444 | 472 | 1.6667 | 0.4535 | 1.6667 | 1.2910 |
288
+ | No log | 52.6667 | 474 | 1.8175 | 0.4556 | 1.8175 | 1.3482 |
289
+ | No log | 52.8889 | 476 | 2.0308 | 0.4574 | 2.0308 | 1.4251 |
290
+ | No log | 53.1111 | 478 | 2.0742 | 0.4339 | 2.0742 | 1.4402 |
291
+ | No log | 53.3333 | 480 | 1.8932 | 0.3953 | 1.8932 | 1.3759 |
292
+ | No log | 53.5556 | 482 | 1.6313 | 0.4146 | 1.6313 | 1.2772 |
293
+ | No log | 53.7778 | 484 | 1.5763 | 0.4177 | 1.5763 | 1.2555 |
294
+ | No log | 54.0 | 486 | 1.5929 | 0.4051 | 1.5929 | 1.2621 |
295
+ | No log | 54.2222 | 488 | 1.6172 | 0.4051 | 1.6172 | 1.2717 |
296
+ | No log | 54.4444 | 490 | 1.8191 | 0.3926 | 1.8191 | 1.3487 |
297
+ | No log | 54.6667 | 492 | 2.1422 | 0.4211 | 2.1422 | 1.4636 |
298
+ | No log | 54.8889 | 494 | 2.2206 | 0.4211 | 2.2206 | 1.4902 |
299
+ | No log | 55.1111 | 496 | 2.1771 | 0.4211 | 2.1771 | 1.4755 |
300
+ | No log | 55.3333 | 498 | 1.9566 | 0.4162 | 1.9566 | 1.3988 |
301
+ | 0.324 | 55.5556 | 500 | 1.7985 | 0.3822 | 1.7985 | 1.3411 |
302
+ | 0.324 | 55.7778 | 502 | 1.5747 | 0.4051 | 1.5747 | 1.2549 |
303
+ | 0.324 | 56.0 | 504 | 1.4629 | 0.4354 | 1.4629 | 1.2095 |
304
+ | 0.324 | 56.2222 | 506 | 1.4957 | 0.4196 | 1.4957 | 1.2230 |
305
+ | 0.324 | 56.4444 | 508 | 1.6160 | 0.3699 | 1.6160 | 1.2712 |
306
+ | 0.324 | 56.6667 | 510 | 1.8132 | 0.3636 | 1.8132 | 1.3465 |
307
+ | 0.324 | 56.8889 | 512 | 2.0615 | 0.3457 | 2.0615 | 1.4358 |
308
+ | 0.324 | 57.1111 | 514 | 2.1935 | 0.3314 | 2.1935 | 1.4810 |
309
+ | 0.324 | 57.3333 | 516 | 2.2228 | 0.3425 | 2.2228 | 1.4909 |
310
 
311
 
312
  ### Framework versions