 Training results  | Training Loss | Epoch | Step | Validation Loss | Mae    | Rmse   | Abs Rel | Log Mae | Log Rmse | Delta1 | Delta2 | Delta3 | |:-------------:|:-----:|:----:|:---------------:|:------:|:------:|:-------:|:-------:|:--------:|:------:|:------:|:------:| | 1.0761        | 1.0   | 72   | 0.5035          | 0.4784 | 0.6697 | 0.5506  | 0.2007  | 0.2592   | 0.3019 | 0.5331 | 0.7997 | | 0.4776        | 2.0   | 144  | 0.4640          | 0.4494 | 0.6305 | 0.4846  | 0.1853  | 0.2370   | 0.3321 | 0.5850 | 0.7752 | | 0.4667        | 3.0   | 216  | 0.4852          | 0.4716 | 0.6377 | 0.5477  | 0.1965  | 0.2473   | 0.3105 | 0.5246 | 0.7218 | | 0.4387        | 4.0   | 288  | 0.4587          | 0.4378 | 0.6223 | 0.4874  | 0.1790  | 0.2343   | 0.3577 | 0.6064 | 0.7906 | | 0.4612        | 5.0   | 360  | 0.4843          | 0.4610 | 0.6341 | 0.5444  | 0.1906  | 0.2458   | 0.3269 | 0.5602 | 0.7445 | | 0.4564        | 6.0   | 432  | 0.4605          | 0.4330 | 0.6197 | 0.4901  | 0.1764  | 0.2339   | 0.3775 | 0.6049 | 0.8022 | | 0.4166        | 7.0   | 504  | 0.4576          | 0.4421 | 0.6256 | 0.4625  | 0.1809  | 0.2322   | 0.3613 | 0.5882 | 0.7685 | | 0.3922        | 8.0   | 576  | 0.4805          | 0.4537 | 0.6296 | 0.5422  | 0.1875  | 0.2439   | 0.3381 | 0.5612 | 0.7874 | | 0.3944        | 9.0   | 648  | 0.4601          | 0.4430 | 0.6254 | 0.4762  | 0.1812  | 0.2332   | 0.3545 | 0.5877 | 0.7662 | | 0.3748        | 10.0  | 720  | 0.4606          | 0.4377 | 0.6221 | 0.4960  | 0.1796  | 0.2354   | 0.3573 | 0.5960 | 0.8031 | | 0.3749        | 11.0  | 792  | 0.4513          | 0.4377 | 0.6300 | 0.4403  | 0.1786  | 0.2311   | 0.3621 | 0.6083 | 0.7901 | | 0.4259        | 12.0  | 864  | 0.4834          | 0.4519 | 0.6328 | 0.5462  | 0.1862  | 0.2457   | 0.3521 | 0.5777 | 0.7614 | | 0.4337        | 13.0  | 936  | 0.4338          | 0.4153 | 0.6214 | 0.4096  | 0.1664  | 0.2248   | 0.4137 | 0.6651 | 0.8037 | | 0.4032        | 14.0  | 1008 | 0.4640          | 0.4544 | 0.6279 | 0.4922  | 0.1868  | 0.2351   | 0.3286 | 0.5574 | 0.7557 | | 0.4286        | 15.0  | 1080 | 0.4835          | 0.4651 | 0.6338 | 0.5567  | 0.1929  | 0.2465   | 0.3197 | 0.5449 | 0.7304 | | 0.397         | 16.0  | 1152 | 0.4713          | 0.4547 | 0.6279 | 0.5121  | 0.1872  | 0.2383   | 0.3312 | 0.5644 | 0.7456 | | 0.3713        | 17.0  | 1224 | 0.4664          | 0.4375 | 0.6290 | 0.4766  | 0.1780  | 0.2361   | 0.3821 | 0.6036 | 0.7668 | | 0.4155        | 18.0  | 1296 | 0.4881          | 0.4722 | 0.6367 | 0.5705  | 0.1967  | 0.2494   | 0.3061 | 0.5293 | 0.7220 | | 0.3822        | 19.0  | 1368 | 0.4819          | 0.4592 | 0.6322 | 0.5526  | 0.1898  | 0.2456   | 0.3357 | 0.5531 | 0.7365 | | 0.408         | 20.0  | 1440 | 0.4367          | 0.4201 | 0.6141 | 0.4322  | 0.1691  | 0.2232   | 0.3902 | 0.6418 | 0.8083 | | 0.3698        | 21.0  | 1512 | 0.4461          | 0.4263 | 0.6171 | 0.4454  | 0.1724  | 0.2263   | 0.3850 | 0.6232 | 0.7980 | | 0.3628        | 22.0  | 1584 | 0.4461          | 0.4254 | 0.6226 | 0.4520  | 0.1724  | 0.2307   | 0.3953 | 0.6324 | 0.7926 | | 0.3827        | 23.0  | 1656 | 0.4753          | 0.4529 | 0.6364 | 0.5288  | 0.1867  | 0.2450   | 0.3415 | 0.5893 | 0.7678 | | 0.4378        | 24.0  | 1728 | 0.4779          | 0.4608 | 0.6308 | 0.5422  | 0.1907  | 0.2433   | 0.3247 | 0.5435 | 0.7434 | | 0.3766        | 25.0  | 1800 | 0.4533          | 0.4415 | 0.6231 | 0.4750  | 0.1802  | 0.2309   | 0.3544 | 0.5796 | 0.7917 | | 0.3642        | 26.0  | 1872 | 0.4520          | 0.4276 | 0.6224 | 0.4686  | 0.1736  | 0.2322   | 0.3901 | 0.6242 | 0.8048 | | 0.3503        | 27.0  | 1944 | 0.4451          | 0.4262 | 0.6163 | 0.4574  | 0.1730  | 0.2278   | 0.3721 | 0.6306 | 0.8116 | | 0.3723        | 28.0  | 2016 | 0.4617          | 0.4451 | 0.6239 | 0.4936  | 0.1824  | 0.2346   | 0.3436 | 0.5864 | 0.7740 | | 0.3739        | 29.0  | 2088 | 0.4468          | 0.4295 | 0.6209 | 0.4513  | 0.1741  | 0.2285   | 0.3738 | 0.6288 | 0.7954 | | 0.3699        | 30.0  | 2160 | 0.4494          | 0.4334 | 0.6233 | 0.4682  | 0.1766  | 0.2320   | 0.3684 | 0.6155 | 0.7947 | | 0.3573        | 31.0  | 2232 | 0.4603          | 0.4385 | 0.6215 | 0.4963  | 0.1793  | 0.2345   | 0.3620 | 0.5948 | 0.7839 | | 0.3684        | 32.0  | 2304 | 0.4488          | 0.4278 | 0.6195 | 0.4571  | 0.1735  | 0.2290   | 0.3895 | 0.6201 | 0.7970 | | 0.3911        | 33.0  | 2376 | 0.4499          | 0.4309 | 0.6201 | 0.4636  | 0.1751  | 0.2301   | 0.3839 | 0.6118 | 0.7803 | | 0.3416        | 34.0  | 2448 | 0.4515          | 0.4298 | 0.6185 | 0.4734  | 0.1748  | 0.2311   | 0.3824 | 0.6152 | 0.7916 | | 0.3345        | 35.0  | 2520 | 0.4434          | 0.4247 | 0.6163 | 0.4548  | 0.1720  | 0.2274   | 0.3881 | 0.6233 | 0.8077 | | 0.3436        | 36.0  | 2592 | 0.4561          | 0.4370 | 0.6208 | 0.4926  | 0.1785  | 0.2337   | 0.3586 | 0.5960 | 0.7979 | | 0.3411        | 37.0  | 2664 | 0.4805          | 0.4629 | 0.6337 | 0.5600  | 0.1920  | 0.2468   | 0.3187 | 0.5448 | 0.7601 | | 0.3755        | 38.0  | 2736 | 0.4566          | 0.4365 | 0.6235 | 0.4780  | 0.1784  | 0.2335   | 0.3662 | 0.5972 | 0.7941 | | 0.3456        | 39.0  | 2808 | 0.4665          | 0.4500 | 0.6259 | 0.5163  | 0.1851  | 0.2386   | 0.3368 | 0.5756 | 0.7686 | | 0.3829        | 40.0  | 2880 | 0.4720          | 0.4527 | 0.6279 | 0.5323  | 0.1871  | 0.2423   | 0.3384 | 0.5656 | 0.7635 | | 0.3645        | 41.0  | 2952 | 0.4380          | 0.4211 | 0.6133 | 0.4377  | 0.1701  | 0.2234   | 0.3945 | 0.6275 | 0.8056 | | 0.3654        | 42.0  | 3024 | 0.4228          | 0.4087 | 0.6240 | 0.3844  | 0.1624  | 0.2220   | 0.4339 | 0.6953 | 0.8065 | | 0.3694        | 43.0  | 3096 | 0.4390          | 0.4183 | 0.6153 | 0.4374  | 0.1683  | 0.2250   | 0.3991 | 0.6509 | 0.8065 | | 0.329         | 44.0  | 3168 | 0.4559          | 0.4349 | 0.6191 | 0.4912  | 0.1775  | 0.2330   | 0.3611 | 0.6075 | 0.7981 | | 0.3509        | 45.0  | 3240 | 0.4566          | 0.4341 | 0.6202 | 0.4973  | 0.1774  | 0.2347   | 0.3653 | 0.6168 | 0.7942 | | 0.3666        | 46.0  | 3312 | 0.4665          | 0.4452 | 0.6239 | 0.5179  | 0.1830  | 0.2379   | 0.3384 | 0.5860 | 0.7844 | | 0.3948        | 47.0  | 3384 | 0.4570          | 0.4406 | 0.6221 | 0.4883  | 0.1805  | 0.2333   | 0.3504 | 0.5887 | 0.7961 | | 0.3349        | 48.0  | 3456 | 0.4539          | 0.4372 | 0.6186 | 0.4851  | 0.1789  | 0.2316   | 0.3467 | 0.5966 | 0.8092 | | 0.3689        | 49.0  | 3528 | 0.4416          | 0.4182 | 0.6136 | 0.4565  | 0.1685  | 0.2270   | 0.3991 | 0.6475 | 0.8157 | | 0.3477        | 50.0  | 3600 | 0.4417          | 0.4241 | 0.6184 | 0.4513  | 0.1713  | 0.2272   | 0.3802 | 0.6461 | 0.8114 | | 0.3476        | 51.0  | 3672 | 0.4502          | 0.4333 | 0.6189 | 0.4766  | 0.1763  | 0.2304   | 0.3594 | 0.6120 | 0.8096 | | 0.3318        | 52.0  | 3744 | 0.4480          | 0.4268 | 0.6167 | 0.4666  | 0.1728  | 0.2287   | 0.3744 | 0.6318 | 0.8080 | | 0.336         | 53.0  | 3816 | 0.4504          | 0.4266 | 0.6159 | 0.4792  | 0.1730  | 0.2306   | 0.3782 | 0.6248 | 0.8089 | | 0.3283        | 54.0  | 3888 | 0.4490          | 0.4265 | 0.6184 | 0.4689  | 0.1732  | 0.2305   | 0.3872 | 0.6295 | 0.8037 | | 0.3465        | 55.0  | 3960 | 0.4371          | 0.4216 | 0.6189 | 0.4399  | 0.1701  | 0.2263   | 0.3866 | 0.6515 | 0.8168 | | 0.3299        | 56.0  | 4032 | 0.4544          | 0.4377 | 0.6199 | 0.4828  | 0.1787  | 0.2319   | 0.3532 | 0.6004 | 0.7961 | | 0.3301        | 57.0  | 4104 | 0.4351          | 0.4208 | 0.6151 | 0.4317  | 0.1700  | 0.2234   | 0.3837 | 0.6386 | 0.8147 | | 0.3314        | 58.0  | 4176 | 0.4347          | 0.4189 | 0.6130 | 0.4373  | 0.1689  | 0.2234   | 0.3889 | 0.6468 | 0.8153 | | 0.328         | 59.0  | 4248 | 0.4536          | 0.4342 | 0.6187 | 0.4887  | 0.1773  | 0.2326   | 0.3554 | 0.6080 | 0.8052 | | 0.3153        | 60.0  | 4320 | 0.4393          | 0.4206 | 0.6130 | 0.4515  | 0.1699  | 0.2259   | 0.3854 | 0.6416 | 0.8156 | | 0.3274        | 61.0  | 4392 | 0.4482          | 0.4275 | 0.6148 | 0.4738  | 0.1740  | 0.2295   | 0.3703 | 0.6176 | 0.8177 | | 0.3123        | 62.0  | 4464 | 0.4380          | 0.4172 | 0.6139 | 0.4461  | 0.1678  | 0.2259   | 0.4007 | 0.6569 | 0.8189 | | 0.3269        | 63.0  | 4536 | 0.4395          | 0.4186 | 0.6123 | 0.4574  | 0.1690  | 0.2267   | 0.3881 | 0.6507 | 0.8179 | | 0.3214        | 64.0  | 4608 | 0.4400          | 0.4229 | 0.6128 | 0.4580  | 0.1714  | 0.2264   | 0.3709 | 0.6391 | 0.8222 | | 0.3139        | 65.0  | 4680 | 0.4506          | 0.4295 | 0.6169 | 0.4828  | 0.1748  | 0.2315   | 0.3662 | 0.6223 | 0.8150 | | 0.306         | 66.0  | 4752 | 0.4391          | 0.4210 | 0.6134 | 0.4565  | 0.1702  | 0.2266   | 0.3802 | 0.6481 | 0.8169 | | 0.3375        | 67.0  | 4824 | 0.4511          | 0.4304 | 0.6177 | 0.4807  | 0.1751  | 0.2314   | 0.3683 | 0.6189 | 0.8063 | | 0.3199        | 68.0  | 4896 | 0.4409          | 0.4230 | 0.6157 | 0.4615  | 0.1716  | 0.2284   | 0.3796 | 0.6425 | 0.8184 | | 0.3286        | 69.0  | 4968 | 0.4424          | 0.4242 | 0.6141 | 0.4608  | 0.1721  | 0.2274   | 0.3752 | 0.6317 | 0.8149 | | 0.3168        | 70.0  | 5040 | 0.4250          | 0.4130 | 0.6118 | 0.4139  | 0.1653  | 0.2191   | 0.3987 | 0.6650 | 0.8192 | | 0.3316        | 71.0  | 5112 | 0.4391          | 0.4222 | 0.6146 | 0.4486  | 0.1707  | 0.2254   | 0.3795 | 0.6376 | 0.8176 | | 0.3305        | 72.0  | 5184 | 0.4455          | 0.4273 | 0.6157 | 0.4623  | 0.1738  | 0.2280   | 0.3743 | 0.6173 | 0.8119 | | 0.3135        | 73.0  | 5256 | 0.4407          | 0.4254 | 0.6159 | 0.4513  | 0.1726  | 0.2264   | 0.3688 | 0.6342 | 0.8149 | | 0.3364        | 74.0  | 5328 | 0.4421          | 0.4268 | 0.6152 | 0.4561  | 0.1730  | 0.2266   | 0.3675 | 0.6234 | 0.8135 | | 0.3188        | 75.0  | 5400 | 0.4480          | 0.4317 | 0.6162 | 0.4746  | 0.1760  | 0.2296   | 0.3555 | 0.6132 | 0.8125 | | 0.3125        | 76.0  | 5472 | 0.4346          | 0.4197 | 0.6120 | 0.4389  | 0.1693  | 0.2230   | 0.3802 | 0.6449 | 0.8225 | | 0.3179        | 77.0  | 5544 | 0.4437          | 0.4274 | 0.6153 | 0.4633  | 0.1737  | 0.2279   | 0.3686 | 0.6240 | 0.8158 | | 0.317         | 78.0  | 5616 | 0.4364          | 0.4207 | 0.6127 | 0.4491  | 0.1699  | 0.2250   | 0.3743 | 0.6491 | 0.8237 | | 0.3303        | 79.0  | 5688 | 0.4464          | 0.4286 | 0.6172 | 0.4742  | 0.1746  | 0.2304   | 0.3679 | 0.6182 | 0.8206 | | 0.3267        | 80.0  | 5760 | 0.4295          | 0.4147 | 0.6099 | 0.4243  | 0.1666  | 0.2201   | 0.3934 | 0.6519 | 0.8233 | | 0.3219        | 81.0  | 5832 | 0.4306          | 0.4144 | 0.6101 | 0.4278  | 0.1666  | 0.2209   | 0.3897 | 0.6589 | 0.8240 | | 0.3271        | 82.0  | 5904 | 0.4378          | 0.4215 | 0.6125 | 0.4465  | 0.1704  | 0.2246   | 0.3787 | 0.6395 | 0.8198 | | 0.2986        | 83.0  | 5976 | 0.4401          | 0.4253 | 0.6136 | 0.4511  | 0.1724  | 0.2254   | 0.3697 | 0.6270 | 0.8186 | | 0.3153        | 84.0  | 6048 | 0.4355          | 0.4199 | 0.6111 | 0.4418  | 0.1698  | 0.2232   | 0.3781 | 0.6388 | 0.8250 | | 0.323         | 85.0  | 6120 | 0.4420          | 0.4262 | 0.6135 | 0.4556  | 0.1731  | 0.2260   | 0.3640 | 0.6235 | 0.8207 | | 0.308         | 86.0  | 6192 | 0.4359          | 0.4206 | 0.6123 | 0.4421  | 0.1701  | 0.2238   | 0.3774 | 0.6409 | 0.8232 | | 0.3076        | 87.0  | 6264 | 0.4329          | 0.4185 | 0.6105 | 0.4347  | 0.1688  | 0.2219   | 0.3791 | 0.6471 | 0.8242 | | 0.3089        | 88.0  | 6336 | 0.4256          | 0.4117 | 0.6083 | 0.4180  | 0.1651  | 0.2189   | 0.3949 | 0.6666 | 0.8253 | | 0.299         | 89.0  | 6408 | 0.4449          | 0.4300 | 0.6152 | 0.4602  | 0.1749  | 0.2270   | 0.3596 | 0.6151 | 0.8156 | | 0.3211        | 90.0  | 6480 | 0.4330          | 0.4191 | 0.6106 | 0.4339  | 0.1692  | 0.2218   | 0.3785 | 0.6422 | 0.8252 | | 0.323         | 91.0  | 6552 | 0.4310          | 0.4167 | 0.6098 | 0.4301  | 0.1680  | 0.2211   | 0.3826 | 0.6508 | 0.8260 | | 0.3108        | 92.0  | 6624 | 0.4402          | 0.4259 | 0.6130 | 0.4519  | 0.1730  | 0.2251   | 0.3662 | 0.6260 | 0.8188 | | 0.3201        | 93.0  | 6696 | 0.4300          | 0.4166 | 0.6097 | 0.4312  | 0.1679  | 0.2211   | 0.3834 | 0.6512 | 0.8245 | | 0.3072        | 94.0  | 6768 | 0.4344          | 0.4217 | 0.6117 | 0.4400  | 0.1706  | 0.2228   | 0.3726 | 0.6356 | 0.8239 | | 0.3079        | 95.0  | 6840 | 0.4369          | 0.4236 | 0.6121 | 0.4454  | 0.1716  | 0.2238   | 0.3678 | 0.6308 | 0.8241 | | 0.3192        | 96.0  | 6912 | 0.4328          | 0.4189 | 0.6105 | 0.4362  | 0.1691  | 0.2220   | 0.3774 | 0.6441 | 0.8245 | | 0.2959        | 97.0  | 6984 | 0.4340          | 0.4203 | 0.6110 | 0.4399  | 0.1700  | 0.2228   | 0.3741 | 0.6409 | 0.8245 | | 0.3061        | 98.0  | 7056 | 0.4352          | 0.4208 | 0.6112 | 0.4427  | 0.1703  | 0.2234   | 0.3728 | 0.6402 | 0.8249 | | 0.3294        | 99.0  | 7128 | 0.4329          | 0.4191 | 0.6107 | 0.4372  | 0.1693  | 0.2223   | 0.3762 | 0.6451 | 0.8238 | | 0.3087        | 100.0 | 7200 | 0.4340          | 0.4201 | 0.6110 | 0.4400  | 0.1698  | 0.2229   | 0.3745 | 0.6423 | 0.8241 |   