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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 2.1877 | 0.0 | 200 | 2.1894 | 0.5763 |
| 1.612 | 0.01 | 400 | 1.5928 | 0.6109 |
| 1.2645 | 0.01 | 600 | 1.2604 | 0.6379 |
| 1.0711 | 0.01 | 800 | 1.0720 | 0.6547 |
| 0.953 | 0.02 | 1000 | 0.9513 | 0.6628 |
| 0.9024 | 0.02 | 1200 | 0.8965 | 0.6678 |
| 0.8682 | 0.02 | 1400 | 0.8618 | 0.6712 |
| 0.8366 | 0.03 | 1600 | 0.8343 | 0.6741 |
| 0.8127 | 0.03 | 1800 | 0.8146 | 0.6763 |
| 0.7916 | 0.03 | 2000 | 0.7940 | 0.6784 |
| 0.781 | 0.04 | 2200 | 0.7815 | 0.6799 |
| 0.7647 | 0.04 | 2400 | 0.7692 | 0.6813 |
| 0.7617 | 0.04 | 2600 | 0.7589 | 0.6825 |
| 0.7523 | 0.05 | 2800 | 0.7466 | 0.6842 |
| 0.7394 | 0.05 | 3000 | 0.7373 | 0.6852 |
| 0.7297 | 0.05 | 3200 | 0.7279 | 0.6864 |
| 0.712 | 0.06 | 3400 | 0.7206 | 0.6871 |
| 0.716 | 0.06 | 3600 | 0.7120 | 0.6884 |
| 0.6994 | 0.06 | 3800 | 0.7044 | 0.6893 |
| 0.6885 | 0.07 | 4000 | 0.6969 | 0.6903 |
| 0.6887 | 0.07 | 4200 | 0.6916 | 0.6908 |
| 0.6812 | 0.07 | 4400 | 0.6840 | 0.6917 |
| 0.6799 | 0.08 | 4600 | 0.6774 | 0.6927 |
| 0.6672 | 0.08 | 4800 | 0.6718 | 0.6935 |
| 0.6658 | 0.08 | 5000 | 0.6653 | 0.6939 |
| 0.6455 | 0.09 | 5200 | 0.6609 | 0.6948 |
| 0.661 | 0.09 | 5400 | 0.6569 | 0.6953 |
| 0.648 | 0.09 | 5600 | 0.6505 | 0.6960 |
| 0.6453 | 0.1 | 5800 | 0.6458 | 0.6967 |
| 0.6374 | 0.1 | 6000 | 0.6407 | 0.6973 |
| 0.6351 | 0.1 | 6200 | 0.6363 | 0.6977 |
| 0.6273 | 0.11 | 6400 | 0.6328 | 0.6983 |
| 0.6234 | 0.11 | 6600 | 0.6292 | 0.6987 |
| 0.6204 | 0.12 | 6800 | 0.6247 | 0.6992 |
| 0.6179 | 0.12 | 7000 | 0.6217 | 0.6994 |
| 0.6122 | 0.12 | 7200 | 0.6169 | 0.7001 |
| 0.6096 | 0.13 | 7400 | 0.6132 | 0.7006 |
| 0.6046 | 0.13 | 7600 | 0.6101 | 0.7011 |
| 0.5997 | 0.13 | 7800 | 0.6072 | 0.7016 |
| 0.5988 | 0.14 | 8000 | 0.6047 | 0.7015 |
| 0.5995 | 0.14 | 8200 | 0.6011 | 0.7022 |
| 0.6017 | 0.14 | 8400 | 0.5985 | 0.7024 |
| 0.5962 | 0.15 | 8600 | 0.5944 | 0.7028 |
| 0.5857 | 0.15 | 8800 | 0.5919 | 0.7034 |
| 0.5829 | 0.15 | 9000 | 0.5903 | 0.7034 |
| 0.5862 | 0.16 | 9200 | 0.5856 | 0.7040 |
| 0.5786 | 0.16 | 9400 | 0.5834 | 0.7044 |
| 0.5785 | 0.16 | 9600 | 0.5813 | 0.7044 |
| 0.5819 | 0.17 | 9800 | 0.5788 | 0.7049 |
| 0.5804 | 0.17 | 10000 | 0.5768 | 0.7051 |
| 0.5755 | 0.17 | 10200 | 0.5748 | 0.7053 |
| 0.57 | 0.18 | 10400 | 0.5728 | 0.7057 |
| 0.567 | 0.18 | 10600 | 0.5699 | 0.7059 |
| 0.5629 | 0.18 | 10800 | 0.5672 | 0.7063 |
| 0.5615 | 0.19 | 11000 | 0.5648 | 0.7066 |
| 0.5628 | 0.19 | 11200 | 0.5633 | 0.7067 |
| 0.5628 | 0.19 | 11400 | 0.5610 | 0.7070 |
| 0.5551 | 0.2 | 11600 | 0.5588 | 0.7075 |
| 0.5572 | 0.2 | 11800 | 0.5558 | 0.7078 |
| 0.5543 | 0.2 | 12000 | 0.5559 | 0.7076 |
| 0.5512 | 0.21 | 12200 | 0.5536 | 0.7080 |
| 0.5491 | 0.21 | 12400 | 0.5517 | 0.7081 |
| 0.5455 | 0.21 | 12600 | 0.5494 | 0.7085 |
| 0.5494 | 0.22 | 12800 | 0.5480 | 0.7085 |
| 0.5438 | 0.22 | 13000 | 0.5461 | 0.7087 |
| 0.5492 | 0.22 | 13200 | 0.5449 | 0.7090 |
| 0.5385 | 0.23 | 13400 | 0.5432 | 0.7092 |
| 0.5399 | 0.23 | 13600 | 0.5411 | 0.7094 |
| 0.5416 | 0.23 | 13800 | 0.5406 | 0.7095 |
| 0.5316 | 0.24 | 14000 | 0.5379 | 0.7099 |
| 0.5305 | 0.24 | 14200 | 0.5367 | 0.7102 |
| 0.5349 | 0.24 | 14400 | 0.5337 | 0.7106 |
| 0.5313 | 0.25 | 14600 | 0.5329 | 0.7104 |
| 0.5336 | 0.25 | 14800 | 0.5324 | 0.7107 |
| 0.529 | 0.25 | 15000 | 0.5306 | 0.7107 |
| 0.5283 | 0.26 | 15200 | 0.5291 | 0.7109 |
| 0.5241 | 0.26 | 15400 | 0.5277 | 0.7111 |
| 0.5298 | 0.26 | 15600 | 0.5265 | 0.7113 |
| 0.5199 | 0.27 | 15800 | 0.5255 | 0.7113 |
| 0.5303 | 0.27 | 16000 | 0.5237 | 0.7116 |
| 0.5184 | 0.27 | 16200 | 0.5228 | 0.7118 |
| 0.5171 | 0.28 | 16400 | 0.5206 | 0.7122 |
| 0.525 | 0.28 | 16600 | 0.5205 | 0.7122 |
| 0.5191 | 0.28 | 16800 | 0.5191 | 0.7123 |
| 0.5161 | 0.29 | 17000 | 0.5182 | 0.7124 |
| 0.5205 | 0.29 | 17200 | 0.5160 | 0.7126 |
| 0.5157 | 0.29 | 17400 | 0.5156 | 0.7128 |
| 0.5071 | 0.3 | 17600 | 0.5140 | 0.7129 |
| 0.5151 | 0.3 | 17800 | 0.5129 | 0.7130 |
| 0.5127 | 0.3 | 18000 | 0.5124 | 0.7130 |
| 0.5098 | 0.31 | 18200 | 0.5112 | 0.7133 |
| 0.5099 | 0.31 | 18400 | 0.5104 | 0.7134 |
| 0.5056 | 0.31 | 18600 | 0.5084 | 0.7135 |
| 0.5093 | 0.32 | 18800 | 0.5078 | 0.7138 |
| 0.5033 | 0.32 | 19000 | 0.5069 | 0.7139 |
| 0.5013 | 0.32 | 19200 | 0.5063 | 0.7139 |
| 0.5087 | 0.33 | 19400 | 0.5049 | 0.7140 |
| 0.5041 | 0.33 | 19600 | 0.5037 | 0.7144 |
| 0.4994 | 0.34 | 19800 | 0.5035 | 0.7144 |
| 0.5025 | 0.34 | 20000 | 0.5027 | 0.7144 |
| 0.5005 | 0.34 | 20200 | 0.5020 | 0.7144 |
| 0.4972 | 0.35 | 20400 | 0.5012 | 0.7147 |
| 0.5047 | 0.35 | 20600 | 0.5005 | 0.7145 |
| 0.4986 | 0.35 | 20800 | 0.4995 | 0.7148 |
| 0.497 | 0.36 | 21000 | 0.4982 | 0.7150 |
| 0.4986 | 0.36 | 21200 | 0.4971 | 0.7151 |
| 0.4918 | 0.36 | 21400 | 0.4967 | 0.7152 |
| 0.5001 | 0.37 | 21600 | 0.4961 | 0.7153 |
| 0.4934 | 0.37 | 21800 | 0.4952 | 0.7154 |
| 0.4948 | 0.37 | 22000 | 0.4947 | 0.7155 |
| 0.4878 | 0.38 | 22200 | 0.4930 | 0.7157 |
| 0.4913 | 0.38 | 22400 | 0.4926 | 0.7157 |
| 0.487 | 0.38 | 22600 | 0.4921 | 0.7158 |
| 0.4919 | 0.39 | 22800 | 0.4913 | 0.7158 |
| 0.4904 | 0.39 | 23000 | 0.4907 | 0.7160 |
| 0.4863 | 0.39 | 23200 | 0.4903 | 0.7161 |
| 0.4858 | 0.4 | 23400 | 0.4896 | 0.7160 |
| 0.487 | 0.4 | 23600 | 0.4891 | 0.7163 |
| 0.4869 | 0.4 | 23800 | 0.4879 | 0.7163 |
| 0.4851 | 0.41 | 24000 | 0.4869 | 0.7164 |
| 0.4903 | 0.41 | 24200 | 0.4867 | 0.7164 |
| 0.4845 | 0.41 | 24400 | 0.4856 | 0.7166 |
| 0.4797 | 0.42 | 24600 | 0.4852 | 0.7168 |
| 0.4799 | 0.42 | 24800 | 0.4850 | 0.7168 |
| 0.4751 | 0.42 | 25000 | 0.4843 | 0.7168 |
| 0.4745 | 0.43 | 25200 | 0.4836 | 0.7170 |
| 0.4811 | 0.43 | 25400 | 0.4827 | 0.7170 |
| 0.4805 | 0.43 | 25600 | 0.4828 | 0.7171 |
| 0.483 | 0.44 | 25800 | 0.4821 | 0.7171 |
| 0.4825 | 0.44 | 26000 | 0.4815 | 0.7172 |
| 0.4749 | 0.44 | 26200 | 0.4803 | 0.7173 |
| 0.477 | 0.45 | 26400 | 0.4796 | 0.7174 |
| 0.476 | 0.45 | 26600 | 0.4792 | 0.7176 |
| 0.4776 | 0.45 | 26800 | 0.4790 | 0.7175 |
| 0.4811 | 0.46 | 27000 | 0.4780 | 0.7177 |
| 0.4761 | 0.46 | 27200 | 0.4776 | 0.7177 |
| 0.4727 | 0.46 | 27400 | 0.4771 | 0.7178 |
| 0.4737 | 0.47 | 27600 | 0.4761 | 0.7179 |
| 0.4722 | 0.47 | 27800 | 0.4760 | 0.7180 |
| 0.4713 | 0.47 | 28000 | 0.4753 | 0.7182 |
| 0.4711 | 0.48 | 28200 | 0.4747 | 0.7182 |
| 0.4738 | 0.48 | 28400 | 0.4750 | 0.7182 |
| 0.4764 | 0.48 | 28600 | 0.4738 | 0.7183 |
| 0.4725 | 0.49 | 28800 | 0.4727 | 0.7184 |
| 0.468 | 0.49 | 29000 | 0.4728 | 0.7184 |
| 0.4727 | 0.49 | 29200 | 0.4719 | 0.7185 |
| 0.4662 | 0.5 | 29400 | 0.4721 | 0.7186 |
| 0.4655 | 0.5 | 29600 | 0.4711 | 0.7186 |
| 0.4759 | 0.5 | 29800 | 0.4709 | 0.7187 |
| 0.4647 | 0.51 | 30000 | 0.4706 | 0.7187 |
| 0.4738 | 0.51 | 30200 | 0.4703 | 0.7187 |
| 0.4751 | 0.51 | 30400 | 0.4694 | 0.7190 |
| 0.4677 | 0.52 | 30600 | 0.4690 | 0.7189 |
| 0.4605 | 0.52 | 30800 | 0.4687 | 0.7189 |
| 0.466 | 0.52 | 31000 | 0.4686 | 0.7189 |
| 0.4626 | 0.53 | 31200 | 0.4678 | 0.7191 |
| 0.4616 | 0.53 | 31400 | 0.4672 | 0.7192 |
| 0.4698 | 0.53 | 31600 | 0.4665 | 0.7192 |
| 0.4599 | 0.54 | 31800 | 0.4664 | 0.7193 |
| 0.4618 | 0.54 | 32000 | 0.4660 | 0.7192 |
| 0.459 | 0.55 | 32200 | 0.4659 | 0.7192 |
| 0.4608 | 0.55 | 32400 | 0.4654 | 0.7194 |
| 0.4623 | 0.55 | 32600 | 0.4651 | 0.7194 |
| 0.4654 | 0.56 | 32800 | 0.4646 | 0.7196 |
| 0.4585 | 0.56 | 33000 | 0.4638 | 0.7195 |
| 0.4597 | 0.56 | 33200 | 0.4636 | 0.7196 |
| 0.4568 | 0.57 | 33400 | 0.4631 | 0.7198 |
| 0.4634 | 0.57 | 33600 | 0.4630 | 0.7197 |
| 0.4648 | 0.57 | 33800 | 0.4624 | 0.7197 |
| 0.4609 | 0.58 | 34000 | 0.4621 | 0.7198 |
| 0.4619 | 0.58 | 34200 | 0.4620 | 0.7197 |
| 0.4603 | 0.58 | 34400 | 0.4614 | 0.7199 |
| 0.4566 | 0.59 | 34600 | 0.4611 | 0.7199 |
| 0.4581 | 0.59 | 34800 | 0.4604 | 0.7201 |
| 0.4583 | 0.59 | 35000 | 0.4599 | 0.7202 |
| 0.4607 | 0.6 | 35200 | 0.4597 | 0.7202 |
| 0.4533 | 0.6 | 35400 | 0.4592 | 0.7202 |
| 0.4619 | 0.6 | 35600 | 0.4591 | 0.7202 |
| 0.46 | 0.61 | 35800 | 0.4585 | 0.7203 |
| 0.4516 | 0.61 | 36000 | 0.4582 | 0.7203 |
| 0.457 | 0.61 | 36200 | 0.4582 | 0.7203 |
| 0.4544 | 0.62 | 36400 | 0.4576 | 0.7204 |
| 0.4515 | 0.62 | 36600 | 0.4569 | 0.7205 |
| 0.4573 | 0.62 | 36800 | 0.4568 | 0.7206 |
| 0.4517 | 0.63 | 37000 | 0.4565 | 0.7206 |
| 0.4529 | 0.63 | 37200 | 0.4559 | 0.7207 |
| 0.4562 | 0.63 | 37400 | 0.4560 | 0.7207 |
| 0.4586 | 0.64 | 37600 | 0.4556 | 0.7207 |
| 0.4561 | 0.64 | 37800 | 0.4549 | 0.7208 |
| 0.4566 | 0.64 | 38000 | 0.4548 | 0.7207 |
| 0.4487 | 0.65 | 38200 | 0.4545 | 0.7207 |
| 0.452 | 0.65 | 38400 | 0.4542 | 0.7209 |
| 0.4529 | 0.65 | 38600 | 0.4540 | 0.7209 |
| 0.4473 | 0.66 | 38800 | 0.4542 | 0.7209 |
| 0.4479 | 0.66 | 39000 | 0.4533 | 0.7210 |
| 0.4494 | 0.66 | 39200 | 0.4530 | 0.7211 |
| 0.4502 | 0.67 | 39400 | 0.4527 | 0.7211 |
| 0.4496 | 0.67 | 39600 | 0.4523 | 0.7211 |
| 0.4492 | 0.67 | 39800 | 0.4520 | 0.7213 |
| 0.4491 | 0.68 | 40000 | 0.4518 | 0.7211 |
| 0.4499 | 0.68 | 40200 | 0.4514 | 0.7212 |
| 0.4477 | 0.68 | 40400 | 0.4514 | 0.7213 |
| 0.4448 | 0.69 | 40600 | 0.4511 | 0.7213 |
| 0.4526 | 0.69 | 40800 | 0.4506 | 0.7214 |
| 0.4425 | 0.69 | 41000 | 0.4504 | 0.7214 |
| 0.4506 | 0.7 | 41200 | 0.4501 | 0.7214 |
| 0.4492 | 0.7 | 41400 | 0.4498 | 0.7216 |
| 0.4481 | 0.7 | 41600 | 0.4495 | 0.7215 |
| 0.451 | 0.71 | 41800 | 0.4494 | 0.7216 |
| 0.4479 | 0.71 | 42000 | 0.4493 | 0.7215 |
| 0.4546 | 0.71 | 42200 | 0.4489 | 0.7216 |
| 0.4439 | 0.72 | 42400 | 0.4489 | 0.7217 |
| 0.4454 | 0.72 | 42600 | 0.4487 | 0.7217 |
| 0.4508 | 0.72 | 42800 | 0.4484 | 0.7217 |
| 0.448 | 0.73 | 43000 | 0.4483 | 0.7217 |
| 0.447 | 0.73 | 43200 | 0.4479 | 0.7217 |
| 0.4508 | 0.73 | 43400 | 0.4477 | 0.7217 |
| 0.4397 | 0.74 | 43600 | 0.4473 | 0.7218 |
| 0.4453 | 0.74 | 43800 | 0.4473 | 0.7219 |
| 0.4479 | 0.74 | 44000 | 0.4469 | 0.7219 |
| 0.4421 | 0.75 | 44200 | 0.4466 | 0.7220 |
| 0.4479 | 0.75 | 44400 | 0.4464 | 0.7220 |
| 0.4492 | 0.75 | 44600 | 0.4463 | 0.7220 |
| 0.4466 | 0.76 | 44800 | 0.4460 | 0.7221 |
| 0.4543 | 0.76 | 45000 | 0.4458 | 0.7221 |
| 0.4452 | 0.77 | 45200 | 0.4456 | 0.7221 |
| 0.4456 | 0.77 | 45400 | 0.4454 | 0.7221 |
| 0.4455 | 0.77 | 45600 | 0.4452 | 0.7221 |
| 0.4405 | 0.78 | 45800 | 0.4451 | 0.7221 |
| 0.4449 | 0.78 | 46000 | 0.4448 | 0.7223 |
| 0.4433 | 0.78 | 46200 | 0.4447 | 0.7223 |
| 0.445 | 0.79 | 46400 | 0.4447 | 0.7223 |
| 0.447 | 0.79 | 46600 | 0.4444 | 0.7223 |
| 0.4405 | 0.79 | 46800 | 0.4444 | 0.7222 |
| 0.4434 | 0.8 | 47000 | 0.4443 | 0.7222 |
| 0.4385 | 0.8 | 47200 | 0.4440 | 0.7223 |
| 0.442 | 0.8 | 47400 | 0.4439 | 0.7223 |
| 0.4402 | 0.81 | 47600 | 0.4437 | 0.7224 |
| 0.4368 | 0.81 | 47800 | 0.4437 | 0.7224 |
| 0.4392 | 0.81 | 48000 | 0.4435 | 0.7223 |
| 0.439 | 0.82 | 48200 | 0.4434 | 0.7225 |
| 0.4407 | 0.82 | 48400 | 0.4431 | 0.7225 |
| 0.4484 | 0.82 | 48600 | 0.4430 | 0.7225 |
| 0.4419 | 0.83 | 48800 | 0.4430 | 0.7224 |
| 0.4453 | 0.83 | 49000 | 0.4426 | 0.7225 |
| 0.4415 | 0.83 | 49200 | 0.4425 | 0.7225 |
| 0.4424 | 0.84 | 49400 | 0.4425 | 0.7225 |
| 0.4389 | 0.84 | 49600 | 0.4423 | 0.7226 |
| 0.4377 | 0.84 | 49800 | 0.4421 | 0.7226 |
| 0.4388 | 0.85 | 50000 | 0.4420 | 0.7227 |
| 0.4409 | 0.85 | 50200 | 0.4419 | 0.7225 |
| 0.442 | 0.85 | 50400 | 0.4417 | 0.7227 |
| 0.4371 | 0.86 | 50600 | 0.4417 | 0.7227 |
| 0.4384 | 0.86 | 50800 | 0.4415 | 0.7226 |
| 0.4402 | 0.86 | 51000 | 0.4415 | 0.7227 |
| 0.4375 | 0.87 | 51200 | 0.4414 | 0.7227 |
| 0.4367 | 0.87 | 51400 | 0.4413 | 0.7227 |
| 0.4447 | 0.87 | 51600 | 0.4412 | 0.7227 |
| 0.4434 | 0.88 | 51800 | 0.4411 | 0.7227 |
| 0.4357 | 0.88 | 52000 | 0.4411 | 0.7228 |
| 0.4404 | 0.88 | 52200 | 0.4410 | 0.7228 |
| 0.4369 | 0.89 | 52400 | 0.4409 | 0.7228 |
| 0.4348 | 0.89 | 52600 | 0.4409 | 0.7228 |
| 0.4394 | 0.89 | 52800 | 0.4408 | 0.7227 |
| 0.437 | 0.9 | 53000 | 0.4407 | 0.7227 |
| 0.438 | 0.9 | 53200 | 0.4407 | 0.7228 |
| 0.4421 | 0.9 | 53400 | 0.4406 | 0.7228 |
| 0.4421 | 0.91 | 53600 | 0.4405 | 0.7228 |
| 0.4361 | 0.91 | 53800 | 0.4405 | 0.7228 |
| 0.4367 | 0.91 | 54000 | 0.4404 | 0.7228 |
| 0.4371 | 0.92 | 54200 | 0.4403 | 0.7228 |
| 0.4349 | 0.92 | 54400 | 0.4403 | 0.7229 |
| 0.4432 | 0.92 | 54600 | 0.4403 | 0.7229 |
| 0.4355 | 0.93 | 54800 | 0.4402 | 0.7228 |
| 0.4402 | 0.93 | 55000 | 0.4402 | 0.7229 |
| 0.4403 | 0.93 | 55200 | 0.4401 | 0.7229 |
| 0.4445 | 0.94 | 55400 | 0.4401 | 0.7229 |
| 0.4336 | 0.94 | 55600 | 0.4401 | 0.7228 |
| 0.431 | 0.94 | 55800 | 0.4401 | 0.7229 |
| 0.4343 | 0.95 | 56000 | 0.4400 | 0.7229 |
| 0.4298 | 0.95 | 56200 | 0.4400 | 0.7229 |
| 0.43 | 0.95 | 56400 | 0.4400 | 0.7229 |
| 0.4446 | 0.96 | 56600 | 0.4400 | 0.7229 |
| 0.4417 | 0.96 | 56800 | 0.4400 | 0.7229 |
| 0.4431 | 0.96 | 57000 | 0.4400 | 0.7229 |
| 0.4353 | 0.97 | 57200 | 0.4399 | 0.7229 |
| 0.4351 | 0.97 | 57400 | 0.4399 | 0.7229 |
| 0.4398 | 0.97 | 57600 | 0.4399 | 0.7229 |
| 0.4368 | 0.98 | 57800 | 0.4399 | 0.7229 |
| 0.4379 | 0.98 | 58000 | 0.4399 | 0.7229 |
| 0.4353 | 0.99 | 58200 | 0.4399 | 0.7229 |
| 0.4397 | 0.99 | 58400 | 0.4399 | 0.7229 |
| 0.4401 | 0.99 | 58600 | 0.4399 | 0.7229 |
| 0.4366 | 1.0 | 58800 | 0.4399 | 0.7229 |
| 0.434 | 1.0 | 59000 | 0.4399 | 0.7228 |