Task 5958410
| Name | ParityMachine-1625099862-1098-3_1 |
| Workunit | 3728222 |
| Created | 20 Jul 2021, 12:39:01 UTC |
| Sent | 20 Jul 2021, 14:27:10 UTC |
| Report deadline | 27 Jul 2021, 14:27:10 UTC |
| Received | 26 Jul 2021, 2:58:26 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 2 hours 46 min 17 sec |
| CPU time | 2 hours 35 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 833.60 MB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> s: 9.15375e-05 | val_loss: 9.81057e-05 | Time: 4769.54 ms [2021-07-26 04:18:29 main:574] : INFO : Epoch 1558 | loss: 9.31189e-05 | val_loss: 0.000102714 | Time: 4851.74 ms [2021-07-26 04:18:33 main:574] : INFO : Epoch 1559 | loss: 9.28288e-05 | val_loss: 0.000105509 | Time: 4765.85 ms [2021-07-26 04:18:38 main:574] : INFO : Epoch 1560 | loss: 9.24875e-05 | val_loss: 9.87055e-05 | Time: 4833.83 ms [2021-07-26 04:18:43 main:574] : INFO : Epoch 1561 | loss: 9.06731e-05 | val_loss: 0.000104316 | Time: 4788.87 ms [2021-07-26 04:18:48 main:574] : INFO : Epoch 1562 | loss: 9.19371e-05 | val_loss: 9.86198e-05 | Time: 4821.54 ms [2021-07-26 04:18:53 main:574] : INFO : Epoch 1563 | loss: 9.10752e-05 | val_loss: 9.86116e-05 | Time: 4814.63 ms [2021-07-26 04:18:58 main:574] : INFO : Epoch 1564 | loss: 9.17768e-05 | val_loss: 9.94952e-05 | Time: 4809.09 ms [2021-07-26 04:19:03 main:574] : INFO : Epoch 1565 | loss: 9.14214e-05 | val_loss: 9.96346e-05 | Time: 4853.71 ms [2021-07-26 04:19:07 main:574] : INFO : Epoch 1566 | loss: 9.16677e-05 | val_loss: 0.000101125 | Time: 4799.89 ms [2021-07-26 04:19:12 main:574] : INFO : Epoch 1567 | loss: 9.42475e-05 | val_loss: 0.000103296 | Time: 4824.92 ms [2021-07-26 04:19:17 main:574] : INFO : Epoch 1568 | loss: 9.69777e-05 | val_loss: 0.000104493 | Time: 4830.33 ms [2021-07-26 04:19:22 main:574] : INFO : Epoch 1569 | loss: 9.64731e-05 | val_loss: 0.000100969 | Time: 4817.63 ms [2021-07-26 04:19:27 main:574] : INFO : Epoch 1570 | loss: 9.44905e-05 | val_loss: 0.000100386 | Time: 4769.31 ms [2021-07-26 04:19:32 main:574] : INFO : Epoch 1571 | loss: 9.45139e-05 | val_loss: 9.88738e-05 | Time: 4832.25 ms [2021-07-26 04:19:37 main:574] : INFO : Epoch 1572 | loss: 9.83561e-05 | val_loss: 0.000105376 | Time: 4815.72 ms [2021-07-26 04:19:41 main:574] : INFO : Epoch 1573 | loss: 0.000106407 | val_loss: 0.000181651 | Time: 4876.92 ms [2021-07-26 04:19:46 main:574] : INFO : Epoch 1574 | loss: 0.000122035 | val_loss: 0.000121649 | Time: 4824.48 ms [2021-07-26 04:19:51 main:574] : INFO : Epoch 1575 | loss: 0.000109247 | val_loss: 0.000109324 | Time: 4823.2 ms [2021-07-26 04:19:56 main:574] : INFO : Epoch 1576 | loss: 0.000102107 | val_loss: 0.000107374 | Time: 4846.71 ms [2021-07-26 04:20:01 main:574] : INFO : Epoch 1577 | loss: 0.000101813 | val_loss: 0.00011026 | Time: 4790.93 ms [2021-07-26 04:20:06 main:574] : INFO : Epoch 1578 | loss: 0.000101502 | val_loss: 0.000107959 | Time: 4834.92 ms [2021-07-26 04:20:11 main:574] : INFO : Epoch 1579 | loss: 0.000101136 | val_loss: 0.000110352 | Time: 4775.05 ms [2021-07-26 04:20:15 main:574] : INFO : Epoch 1580 | loss: 0.00010595 | val_loss: 0.000109824 | Time: 4770.26 ms [2021-07-26 04:20:20 main:574] : INFO : Epoch 1581 | loss: 0.000104529 | val_loss: 0.000118274 | Time: 4822.47 ms [2021-07-26 04:20:25 main:574] : INFO : Epoch 1582 | loss: 0.000122262 | val_loss: 0.000138087 | Time: 4799.63 ms [2021-07-26 04:20:30 main:574] : INFO : Epoch 1583 | loss: 0.00012052 | val_loss: 0.00011536 | Time: 4745.26 ms [2021-07-26 04:20:35 main:574] : INFO : Epoch 1584 | loss: 0.000105724 | val_loss: 0.000108858 | Time: 4810.98 ms [2021-07-26 04:20:40 main:574] : INFO : Epoch 1585 | loss: 0.000102778 | val_loss: 0.000106497 | Time: 4732.39 ms [2021-07-26 04:20:44 main:574] : INFO : Epoch 1586 | loss: 9.86267e-05 | val_loss: 0.000105312 | Time: 4785.84 ms [2021-07-26 04:20:49 main:574] : INFO : Epoch 1587 | loss: 9.65319e-05 | val_loss: 9.97048e-05 | Time: 4748.88 ms [2021-07-26 04:20:54 main:574] : INFO : Epoch 1588 | loss: 9.63773e-05 | val_loss: 0.000101981 | Time: 4813.06 ms [2021-07-26 04:20:59 main:574] : INFO : Epoch 1589 | loss: 9.5425e-05 | val_loss: 9.83145e-05 | Time: 4786.07 ms [2021-07-26 04:21:04 main:574] : INFO : Epoch 1590 | loss: 9.3381e-05 | val_loss: 0.000100595 | Time: 4810.33 ms [2021-07-26 04:21:09 main:574] : INFO : Epoch 1591 | loss: 9.4234e-05 | val_loss: 9.91329e-05 | Time: 4830.71 ms [2021-07-26 04:21:14 main:574] : INFO : Epoch 1592 | loss: 9.71884e-05 | val_loss: 0.000103763 | Time: 4823.43 ms [2021-07-26 04:21:18 main:574] : INFO : Epoch 1593 | loss: 9.71747e-05 | val_loss: 0.000102142 | Time: 4762.44 ms [2021-07-26 04:21:23 main:574] : INFO : Epoch 1594 | loss: 9.93672e-05 | val_loss: 0.000100905 | Time: 4797.99 ms [2021-07-26 04:21:28 main:574] : INFO : Epoch 1595 | loss: 9.40253e-05 | val_loss: 9.88985e-05 | Time: 4807.79 ms [2021-07-26 04:21:33 main:574] : INFO : Epoch 1596 | loss: 9.09303e-05 | val_loss: 9.65771e-05 | Time: 4914.02 ms [2021-07-26 04:21:38 main:574] : INFO : Epoch 1597 | loss: 9.1372e-05 | val_loss: 9.67738e-05 | Time: 4806.49 ms [2021-07-26 04:21:43 main:574] : INFO : Epoch 1598 | loss: 9.31287e-05 | val_loss: 9.84232e-05 | Time: 4813.22 ms [2021-07-26 04:21:47 main:574] : INFO : Epoch 1599 | loss: 9.4075e-05 | val_loss: 0.00010058 | Time: 4763.11 ms [2021-07-26 04:21:52 main:574] : INFO : Epoch 1600 | loss: 9.34478e-05 | val_loss: 9.50541e-05 | Time: 4793.65 ms [2021-07-26 04:21:57 main:574] : INFO : Epoch 1601 | loss: 9.09458e-05 | val_loss: 9.76816e-05 | Time: 4834.7 ms [2021-07-26 04:22:02 main:574] : INFO : Epoch 1602 | loss: 9.21457e-05 | val_loss: 9.93255e-05 | Time: 4834.3 ms [2021-07-26 04:22:07 main:574] : INFO : Epoch 1603 | loss: 9.22714e-05 | val_loss: 9.90212e-05 | Time: 4827.14 ms [2021-07-26 04:22:12 main:574] : INFO : Epoch 1604 | loss: 9.04414e-05 | val_loss: 9.48088e-05 | Time: 4876.84 ms [2021-07-26 04:22:17 main:574] : INFO : Epoch 1605 | loss: 8.74747e-05 | val_loss: 9.5001e-05 | Time: 4740.61 ms [2021-07-26 04:22:22 main:574] : INFO : Epoch 1606 | loss: 8.78256e-05 | val_loss: 9.33749e-05 | Time: 4869.05 ms [2021-07-26 04:22:26 main:574] : INFO : Epoch 1607 | loss: 8.94734e-05 | val_loss: 9.69033e-05 | Time: 4810.27 ms [2021-07-26 04:22:31 main:574] : INFO : Epoch 1608 | loss: 9.35897e-05 | val_loss: 9.71428e-05 | Time: 4841.22 ms [2021-07-26 04:22:36 main:574] : INFO : Epoch 1609 | loss: 9.13228e-05 | val_loss: 9.71391e-05 | Time: 4792.9 ms [2021-07-26 04:22:41 main:574] : INFO : Epoch 1610 | loss: 8.98689e-05 | val_loss: 9.372e-05 | Time: 4741.78 ms [2021-07-26 04:22:46 main:574] : INFO : Epoch 1611 | loss: 8.62601e-05 | val_loss: 9.39315e-05 | Time: 4826.15 ms [2021-07-26 04:22:51 main:574] : INFO : Epoch 1612 | loss: 8.68374e-05 | val_loss: 9.45189e-05 | Time: 4861.36 ms [2021-07-26 04:22:56 main:574] : INFO : Epoch 1613 | loss: 8.69333e-05 | val_loss: 9.31487e-05 | Time: 4807.06 ms [2021-07-26 04:23:00 main:574] : INFO : Epoch 1614 | loss: 8.9302e-05 | val_loss: 9.60372e-05 | Time: 4781.43 ms [2021-07-26 04:23:05 main:574] : INFO : Epoch 1615 | loss: 8.72113e-05 | val_loss: 9.81727e-05 | Time: 4801.15 ms [2021-07-26 04:23:10 main:574] : INFO : Epoch 1616 | loss: 8.77761e-05 | val_loss: 9.35898e-05 | Time: 4834.06 ms [2021-07-26 04:23:15 main:574] : INFO : Epoch 1617 | loss: 8.7666e-05 | val_loss: 9.9502e-05 | Time: 4808.92 ms [2021-07-26 04:23:20 main:574] : INFO : Epoch 1618 | loss: 8.93992e-05 | val_loss: 9.95187e-05 | Time: 4761.83 ms [2021-07-26 04:23:25 main:574] : INFO : Epoch 1619 | loss: 8.77907e-05 | val_loss: 9.40051e-05 | Time: 4832.11 ms [2021-07-26 04:23:29 main:574] : INFO : Epoch 1620 | loss: 8.71182e-05 | val_loss: 9.50526e-05 | Time: 4756.73 ms [2021-07-26 04:23:34 main:574] : INFO : Epoch 1621 | loss: 8.59264e-05 | val_loss: 9.50447e-05 | Time: 4810.38 ms [2021-07-26 04:23:39 main:574] : INFO : Epoch 1622 | loss: 8.66342e-05 | val_loss: 9.26112e-05 | Time: 4887.51 ms [2021-07-26 04:23:44 main:574] : INFO : Epoch 1623 | loss: 8.61474e-05 | val_loss: 9.28571e-05 | Time: 4717.74 ms [2021-07-26 04:23:49 main:574] : INFO : Epoch 1624 | loss: 8.70436e-05 | val_loss: 9.6237e-05 | Time: 4823.65 ms [2021-07-26 04:23:54 main:574] : INFO : Epoch 1625 | loss: 8.91513e-05 | val_loss: 9.39159e-05 | Time: 4808.66 ms [2021-07-26 04:23:58 main:574] : INFO : Epoch 1626 | loss: 8.73489e-05 | val_loss: 9.52289e-05 | Time: 4772.88 ms [2021-07-26 04:24:03 main:574] : INFO : Epoch 1627 | loss: 8.77303e-05 | val_loss: 9.29969e-05 | Time: 4826.72 ms [2021-07-26 04:24:08 main:574] : INFO : Epoch 1628 | loss: 9.03084e-05 | val_loss: 0.000120662 | Time: 4784.44 ms [2021-07-26 04:24:13 main:574] : INFO : Epoch 1629 | loss: 0.0127282 | val_loss: 0.00612059 | Time: 4807.22 ms [2021-07-26 04:24:18 main:574] : INFO : Epoch 1630 | loss: 0.00337146 | val_loss: 0.00164024 | Time: 4807.9 ms [2021-07-26 04:24:23 main:574] : INFO : Epoch 1631 | loss: 0.00107991 | val_loss: 0.000719665 | Time: 4802.18 ms [2021-07-26 04:24:28 main:574] : INFO : Epoch 1632 | loss: 0.000598324 | val_loss: 0.000550371 | Time: 4929.47 ms [2021-07-26 04:24:33 main:574] : INFO : Epoch 1633 | loss: 0.000538547 | val_loss: 0.000544583 | Time: 4820.53 ms [2021-07-26 04:24:37 main:574] : INFO : Epoch 1634 | loss: 0.00051151 | val_loss: 0.000534112 | Time: 4791.08 ms [2021-07-26 04:24:42 main:574] : INFO : Epoch 1635 | loss: 0.000495546 | val_loss: 0.000505205 | Time: 4820.13 ms [2021-07-26 04:24:47 main:574] : INFO : Epoch 1636 | loss: 0.000482655 | val_loss: 0.00048917 | Time: 4744.5 ms [2021-07-26 04:24:52 main:574] : INFO : Epoch 1637 | loss: 0.000460174 | val_loss: 0.000456325 | Time: 4784.28 ms [2021-07-26 04:24:57 main:574] : INFO : Epoch 1638 | loss: 0.000423597 | val_loss: 0.00041843 | Time: 4808.95 ms [2021-07-26 04:25:02 main:574] : INFO : Epoch 1639 | loss: 0.000383227 | val_loss: 0.0003799 | Time: 4773.19 ms [2021-07-26 04:25:06 main:574] : INFO : Epoch 1640 | loss: 0.000326837 | val_loss: 0.000321268 | Time: 4770.5 ms [2021-07-26 04:25:11 main:574] : INFO : Epoch 1641 | loss: 0.000288932 | val_loss: 0.000304412 | Time: 4823.75 ms [2021-07-26 04:25:16 main:574] : INFO : Epoch 1642 | loss: 0.000277337 | val_loss: 0.000287581 | Time: 4757.24 ms [2021-07-26 04:25:21 main:574] : INFO : Epoch 1643 | loss: 0.000280057 | val_loss: 0.000298047 | Time: 4826.84 ms [2021-07-26 04:25:26 main:574] : INFO : Epoch 1644 | loss: 0.000275573 | val_loss: 0.000294975 | Time: 4819.96 ms [2021-07-26 04:25:31 main:574] : INFO : Epoch 1645 | loss: 0.000268997 | val_loss: 0.000287829 | Time: 4792.68 ms [2021-07-26 04:25:35 main:574] : INFO : Epoch 1646 | loss: 0.000268624 | val_loss: 0.000282819 | Time: 4782.19 ms [2021-07-26 04:25:40 main:574] : INFO : Epoch 1647 | loss: 0.000258758 | val_loss: 0.000277935 | Time: 4762.74 ms [2021-07-26 04:25:45 main:574] : INFO : Epoch 1648 | loss: 0.00025516 | val_loss: 0.00027221 | Time: 4837.65 ms [2021-07-26 04:25:50 main:574] : INFO : Epoch 1649 | loss: 0.00025066 | val_loss: 0.000270052 | Time: 4791.62 ms [2021-07-26 04:25:55 main:574] : INFO : Epoch 1650 | loss: 0.000247379 | val_loss: 0.00026674 | Time: 4774.1 ms [2021-07-26 04:26:00 main:574] : INFO : Epoch 1651 | loss: 0.000245143 | val_loss: 0.000263481 | Time: 4775.71 ms [2021-07-26 04:26:05 main:574] : INFO : Epoch 1652 | loss: 0.000247325 | val_loss: 0.000276836 | Time: 4800.73 ms [2021-07-26 04:26:09 main:574] : INFO : Epoch 1653 | loss: 0.000249732 | val_loss: 0.000280614 | Time: 4719.38 ms [2021-07-26 04:26:14 main:574] : INFO : Epoch 1654 | loss: 0.000265119 | val_loss: 0.000258051 | Time: 4779.06 ms [2021-07-26 04:26:19 main:574] : INFO : Epoch 1655 | loss: 0.000231044 | val_loss: 0.000234582 | Time: 4781.43 ms [2021-07-26 04:26:24 main:574] : INFO : Epoch 1656 | loss: 0.000207596 | val_loss: 0.000220332 | Time: 4775.94 ms [2021-07-26 04:26:29 main:574] : INFO : Epoch 1657 | loss: 0.0001997 | val_loss: 0.000216226 | Time: 4782.22 ms [2021-07-26 04:26:33 main:574] : INFO : Epoch 1658 | loss: 0.000196439 | val_loss: 0.000215294 | Time: 4857.27 ms [2021-07-26 04:26:39 main:574] : INFO : Epoch 1659 | loss: 0.000195338 | val_loss: 0.000215662 | Time: 5069.6 ms [2021-07-26 04:26:43 main:574] : INFO : Epoch 1660 | loss: 0.000195346 | val_loss: 0.000214844 | Time: 4789.47 ms [2021-07-26 04:26:48 main:574] : INFO : Epoch 1661 | loss: 0.000192787 | val_loss: 0.000212236 | Time: 4868.9 ms [2021-07-26 04:26:53 main:574] : INFO : Epoch 1662 | loss: 0.000193709 | val_loss: 0.000210943 | Time: 4823.84 ms [2021-07-26 04:26:58 main:574] : INFO : Epoch 1663 | loss: 0.000192245 | val_loss: 0.000211843 | Time: 4854.13 ms [2021-07-26 04:27:03 main:574] : INFO : Epoch 1664 | loss: 0.000190285 | val_loss: 0.000210084 | Time: 4800.02 ms [2021-07-26 04:27:08 main:574] : INFO : Epoch 1665 | loss: 0.000190953 | val_loss: 0.000209742 | Time: 4813.09 ms [2021-07-26 04:27:13 main:574] : INFO : Epoch 1666 | loss: 0.000188812 | val_loss: 0.000209959 | Time: 4788.33 ms [2021-07-26 04:27:18 main:574] : INFO : Epoch 1667 | loss: 0.000188831 | val_loss: 0.000208092 | Time: 4791.2 ms [2021-07-26 04:27:22 main:574] : INFO : Epoch 1668 | loss: 0.000188046 | val_loss: 0.000207382 | Time: 4850.84 ms [2021-07-26 04:27:27 main:574] : INFO : Epoch 1669 | loss: 0.000187303 | val_loss: 0.000207635 | Time: 4781.48 ms [2021-07-26 04:27:32 main:574] : INFO : Epoch 1670 | loss: 0.000188504 | val_loss: 0.000207019 | Time: 4797.7 ms [2021-07-26 04:27:37 main:574] : INFO : Epoch 1671 | loss: 0.000187691 | val_loss: 0.000208002 | Time: 4763.2 ms [2021-07-26 04:27:42 main:574] : INFO : Epoch 1672 | loss: 0.000188638 | val_loss: 0.000215062 | Time: 4784.71 ms [2021-07-26 04:27:46 main:574] : INFO : Epoch 1673 | loss: 0.000189282 | val_loss: 0.000207474 | Time: 4738.73 ms [2021-07-26 04:27:51 main:574] : INFO : Epoch 1674 | loss: 0.000188653 | val_loss: 0.000207498 | Time: 4781.84 ms [2021-07-26 04:27:56 main:574] : INFO : Epoch 1675 | loss: 0.000187095 | val_loss: 0.000205878 | Time: 4769.67 ms [2021-07-26 04:28:01 main:574] : INFO : Epoch 1676 | loss: 0.000186176 | val_loss: 0.000208367 | Time: 4811.08 ms [2021-07-26 04:28:06 main:574] : INFO : Epoch 1677 | loss: 0.000186447 | val_loss: 0.000207079 | Time: 4829.6 ms [2021-07-26 04:28:11 main:574] : INFO : Epoch 1678 | loss: 0.00018805 | val_loss: 0.000216174 | Time: 4824.46 ms [2021-07-26 04:28:16 main:574] : INFO : Epoch 1679 | loss: 0.000188342 | val_loss: 0.000208983 | Time: 4812.17 ms [2021-07-26 04:28:20 main:574] : INFO : Epoch 1680 | loss: 0.00018669 | val_loss: 0.000206691 | Time: 4792.13 ms [2021-07-26 04:28:25 main:574] : INFO : Epoch 1681 | loss: 0.000185554 | val_loss: 0.000208555 | Time: 4795.94 ms [2021-07-26 04:28:30 main:574] : INFO : Epoch 1682 | loss: 0.000185632 | val_loss: 0.000202902 | Time: 4775.59 ms [2021-07-26 04:28:35 main:574] : INFO : Epoch 1683 | loss: 0.000185468 | val_loss: 0.000203506 | Time: 4828.11 ms [2021-07-26 04:28:40 main:574] : INFO : Epoch 1684 | loss: 0.000183852 | val_loss: 0.000200479 | Time: 4780.49 ms [2021-07-26 04:28:45 main:574] : INFO : Epoch 1685 | loss: 0.000183364 | val_loss: 0.000199088 | Time: 4843.77 ms [2021-07-26 04:28:49 main:574] : INFO : Epoch 1686 | loss: 0.00018157 | val_loss: 0.000200584 | Time: 4806.82 ms [2021-07-26 04:28:54 main:574] : INFO : Epoch 1687 | loss: 0.000181828 | val_loss: 0.000207799 | Time: 4809.58 ms [2021-07-26 04:28:59 main:574] : INFO : Epoch 1688 | loss: 0.000186144 | val_loss: 0.000200298 | Time: 4819.77 ms [2021-07-26 04:29:04 main:574] : INFO : Epoch 1689 | loss: 0.000182877 | val_loss: 0.000199103 | Time: 4811.62 ms [2021-07-26 04:29:09 main:574] : INFO : Epoch 1690 | loss: 0.000179856 | val_loss: 0.000199018 | Time: 4817.92 ms [2021-07-26 04:29:14 main:574] : INFO : Epoch 1691 | loss: 0.000179379 | val_loss: 0.000198498 | Time: 4789.32 ms [2021-07-26 04:29:19 main:574] : INFO : Epoch 1692 | loss: 0.00018047 | val_loss: 0.00019962 | Time: 4774.38 ms [2021-07-26 04:29:23 main:574] : INFO : Epoch 1693 | loss: 0.000183136 | val_loss: 0.000192532 | Time: 4822.49 ms [2021-07-26 04:29:28 main:574] : INFO : Epoch 1694 | loss: 0.000172486 | val_loss: 0.000178667 | Time: 4797.98 ms [2021-07-26 04:29:33 main:574] : INFO : Epoch 1695 | loss: 0.000153399 | val_loss: 0.000159423 | Time: 4790.41 ms [2021-07-26 04:29:38 main:574] : INFO : Epoch 1696 | loss: 0.000140519 | val_loss: 0.000147863 | Time: 4746.83 ms [2021-07-26 04:29:43 main:574] : INFO : Epoch 1697 | loss: 0.000134994 | val_loss: 0.000142776 | Time: 4837.22 ms [2021-07-26 04:29:48 main:574] : INFO : Epoch 1698 | loss: 0.000132299 | val_loss: 0.000142014 | Time: 4737.37 ms [2021-07-26 04:29:52 main:574] : INFO : Epoch 1699 | loss: 0.000131242 | val_loss: 0.00014211 | Time: 4803.14 ms [2021-07-26 04:29:57 main:574] : INFO : Epoch 1700 | loss: 0.000129359 | val_loss: 0.000138403 | Time: 4941.55 ms [2021-07-26 04:30:02 main:574] : INFO : Epoch 1701 | loss: 0.000129136 | val_loss: 0.00013849 | Time: 4831.05 ms [2021-07-26 04:30:07 main:574] : INFO : Epoch 1702 | loss: 0.000128112 | val_loss: 0.000138369 | Time: 4804.92 ms [2021-07-26 04:30:12 main:574] : INFO : Epoch 1703 | loss: 0.000127181 | val_loss: 0.00013798 | Time: 4820.18 ms [2021-07-26 04:30:17 main:574] : INFO : Epoch 1704 | loss: 0.00012543 | val_loss: 0.000134807 | Time: 4850.44 ms [2021-07-26 04:30:22 main:574] : INFO : Epoch 1705 | loss: 0.000125236 | val_loss: 0.000136511 | Time: 4781.53 ms [2021-07-26 04:30:27 main:574] : INFO : Epoch 1706 | loss: 0.000124337 | val_loss: 0.000133809 | Time: 4819.31 ms [2021-07-26 04:30:31 main:574] : INFO : Epoch 1707 | loss: 0.000123788 | val_loss: 0.00013335 | Time: 4821.77 ms [2021-07-26 04:30:36 main:574] : INFO : Epoch 1708 | loss: 0.000122062 | val_loss: 0.000131081 | Time: 4913.48 ms [2021-07-26 04:30:41 main:574] : INFO : Epoch 1709 | loss: 0.000123609 | val_loss: 0.000135808 | Time: 4867.4 ms [2021-07-26 04:30:46 main:574] : INFO : Epoch 1710 | loss: 0.000122712 | val_loss: 0.000129211 | Time: 4811.96 ms [2021-07-26 04:30:51 main:574] : INFO : Epoch 1711 | loss: 0.000119435 | val_loss: 0.000128324 | Time: 4805.17 ms [2021-07-26 04:30:56 main:574] : INFO : Epoch 1712 | loss: 0.000119318 | val_loss: 0.000127861 | Time: 4776.98 ms [2021-07-26 04:31:01 main:574] : INFO : Epoch 1713 | loss: 0.000119371 | val_loss: 0.000127668 | Time: 4795.21 ms [2021-07-26 04:31:05 main:574] : INFO : Epoch 1714 | loss: 0.000119606 | val_loss: 0.000128626 | Time: 4805.05 ms [2021-07-26 04:31:10 main:574] : INFO : Epoch 1715 | loss: 0.000120293 | val_loss: 0.000130806 | Time: 4800.99 ms [2021-07-26 04:31:15 main:574] : INFO : Epoch 1716 | loss: 0.00012102 | val_loss: 0.000129438 | Time: 4770.01 ms [2021-07-26 04:31:20 main:574] : INFO : Epoch 1717 | loss: 0.000118666 | val_loss: 0.000128334 | Time: 4774.55 ms [2021-07-26 04:31:25 main:574] : INFO : Epoch 1718 | loss: 0.000119327 | val_loss: 0.00012589 | Time: 4813.64 ms [2021-07-26 04:31:30 main:574] : INFO : Epoch 1719 | loss: 0.000117892 | val_loss: 0.000127151 | Time: 4762.82 ms [2021-07-26 04:31:34 main:574] : INFO : Epoch 1720 | loss: 0.000116929 | val_loss: 0.000127771 | Time: 4767.01 ms [2021-07-26 04:31:39 main:574] : INFO : Epoch 1721 | loss: 0.000116086 | val_loss: 0.000125953 | Time: 4814.86 ms [2021-07-26 04:31:44 main:574] : INFO : Epoch 1722 | loss: 0.000116267 | val_loss: 0.000128049 | Time: 4812.79 ms [2021-07-26 04:31:49 main:574] : INFO : Epoch 1723 | loss: 0.000116204 | val_loss: 0.00012999 | Time: 4832.79 ms [2021-07-26 04:31:54 main:574] : INFO : Epoch 1724 | loss: 0.000115419 | val_loss: 0.000128266 | Time: 4792.56 ms [2021-07-26 04:31:59 main:574] : INFO : Epoch 1725 | loss: 0.000114249 | val_loss: 0.00012005 | Time: 4805.76 ms [2021-07-26 04:32:04 main:574] : INFO : Epoch 1726 | loss: 0.000110122 | val_loss: 0.000118935 | Time: 4801.96 ms [2021-07-26 04:32:08 main:574] : INFO : Epoch 1727 | loss: 0.00011065 | val_loss: 0.000119931 | Time: 4777.45 ms [2021-07-26 04:32:13 main:574] : INFO : Epoch 1728 | loss: 0.000111153 | val_loss: 0.000120104 | Time: 4833.68 ms [2021-07-26 04:32:18 main:574] : INFO : Epoch 1729 | loss: 0.000110154 | val_loss: 0.000119105 | Time: 4776.06 ms [2021-07-26 04:32:23 main:574] : INFO : Epoch 1730 | loss: 0.000109525 | val_loss: 0.000117802 | Time: 4793 ms [2021-07-26 04:32:28 main:574] : INFO : Epoch 1731 | loss: 0.000109561 | val_loss: 0.000121728 | Time: 4805.07 ms [2021-07-26 04:32:33 main:574] : INFO : Epoch 1732 | loss: 0.000111492 | val_loss: 0.00012001 | Time: 4761.91 ms [2021-07-26 04:32:37 main:574] : INFO : Epoch 1733 | loss: 0.00011176 | val_loss: 0.000121863 | Time: 4768.64 ms [2021-07-26 04:32:42 main:574] : INFO : Epoch 1734 | loss: 0.000109919 | val_loss: 0.000117728 | Time: 4773.48 ms [2021-07-26 04:32:47 main:574] : INFO : Epoch 1735 | loss: 0.000109005 | val_loss: 0.000117946 | Time: 4845.33 ms [2021-07-26 04:32:52 main:574] : INFO : Epoch 1736 | loss: 0.000108868 | val_loss: 0.000117737 | Time: 4822.77 ms [2021-07-26 04:32:57 main:574] : INFO : Epoch 1737 | loss: 0.000108562 | val_loss: 0.000117723 | Time: 4808.35 ms [2021-07-26 04:33:02 main:574] : INFO : Epoch 1738 | loss: 0.000108512 | val_loss: 0.0001222 | Time: 4734.95 ms [2021-07-26 04:33:06 main:574] : INFO : Epoch 1739 | loss: 0.000110907 | val_loss: 0.000123936 | Time: 4804.63 ms [2021-07-26 04:33:11 main:574] : INFO : Epoch 1740 | loss: 0.000111331 | val_loss: 0.0001191 | Time: 4777.25 ms [2021-07-26 04:33:16 main:574] : INFO : Epoch 1741 | loss: 0.000108885 | val_loss: 0.00011905 | Time: 4777.74 ms [2021-07-26 04:33:21 main:574] : INFO : Epoch 1742 | loss: 0.000108449 | val_loss: 0.000116266 | Time: 4814.8 ms [2021-07-26 04:33:26 main:574] : INFO : Epoch 1743 | loss: 0.000108788 | val_loss: 0.000120279 | Time: 4751.4 ms [2021-07-26 04:33:30 main:574] : INFO : Epoch 1744 | loss: 0.000110762 | val_loss: 0.000117421 | Time: 4708.5 ms [2021-07-26 04:33:35 main:574] : INFO : Epoch 1745 | loss: 0.000107326 | val_loss: 0.00011251 | Time: 4768.73 ms [2021-07-26 04:33:40 main:574] : INFO : Epoch 1746 | loss: 0.000103668 | val_loss: 0.000112169 | Time: 4833.9 ms [2021-07-26 04:33:45 main:574] : INFO : Epoch 1747 | loss: 0.000103703 | val_loss: 0.000110749 | Time: 4812.35 ms [2021-07-26 04:33:50 main:574] : INFO : Epoch 1748 | loss: 0.000108364 | val_loss: 0.000130676 | Time: 4785.92 ms [2021-07-26 04:33:55 main:574] : INFO : Epoch 1749 | loss: 0.000117105 | val_loss: 0.00012664 | Time: 4748.86 ms [2021-07-26 04:33:59 main:574] : INFO : Epoch 1750 | loss: 0.000115371 | val_loss: 0.000124681 | Time: 4766.06 ms [2021-07-26 04:34:04 main:574] : INFO : Epoch 1751 | loss: 0.000116247 | val_loss: 0.000125951 | Time: 4752.01 ms [2021-07-26 04:34:09 main:574] : INFO : Epoch 1752 | loss: 0.000110843 | val_loss: 0.000118153 | Time: 4816.04 ms [2021-07-26 04:34:14 main:574] : INFO : Epoch 1753 | loss: 0.00010732 | val_loss: 0.00012007 | Time: 4836.38 ms [2021-07-26 04:34:19 main:574] : INFO : Epoch 1754 | loss: 0.000106763 | val_loss: 0.000118515 | Time: 4808.58 ms [2021-07-26 04:34:24 main:574] : INFO : Epoch 1755 | loss: 0.000106963 | val_loss: 0.000116725 | Time: 4807.02 ms [2021-07-26 04:34:29 main:574] : INFO : Epoch 1756 | loss: 0.000106159 | val_loss: 0.000117396 | Time: 4853.14 ms [2021-07-26 04:34:33 main:574] : INFO : Epoch 1757 | loss: 0.000106688 | val_loss: 0.000127284 | Time: 4806.07 ms [2021-07-26 04:34:38 main:574] : INFO : Epoch 1758 | loss: 0.000109567 | val_loss: 0.000114574 | Time: 4772.79 ms [2021-07-26 04:34:43 main:574] : INFO : Epoch 1759 | loss: 0.000103407 | val_loss: 0.000112552 | Time: 4798.99 ms [2021-07-26 04:34:48 main:574] : INFO : Epoch 1760 | loss: 0.00010158 | val_loss: 0.000112348 | Time: 4805.09 ms [2021-07-26 04:34:53 main:574] : INFO : Epoch 1761 | loss: 0.000100256 | val_loss: 0.000109507 | Time: 4775.64 ms [2021-07-26 04:34:58 main:574] : INFO : Epoch 1762 | loss: 9.91255e-05 | val_loss: 0.000108631 | Time: 4815.65 ms [2021-07-26 04:35:02 main:574] : INFO : Epoch 1763 | loss: 0.000100518 | val_loss: 0.000112856 | Time: 4846.6 ms [2021-07-26 04:35:07 main:574] : INFO : Epoch 1764 | loss: 0.000100986 | val_loss: 0.000111531 | Time: 4782.25 ms [2021-07-26 04:35:12 main:574] : INFO : Epoch 1765 | loss: 9.9352e-05 | val_loss: 0.00010924 | Time: 4777.43 ms [2021-07-26 04:35:17 main:574] : INFO : Epoch 1766 | loss: 0.000100685 | val_loss: 0.000109966 | Time: 4780.02 ms [2021-07-26 04:35:22 main:574] : INFO : Epoch 1767 | loss: 0.000100565 | val_loss: 0.000109022 | Time: 4845.31 ms [2021-07-26 04:35:27 main:574] : INFO : Epoch 1768 | loss: 9.89566e-05 | val_loss: 0.000109082 | Time: 4833.53 ms [2021-07-26 04:35:32 main:574] : INFO : Epoch 1769 | loss: 9.89219e-05 | val_loss: 0.000108788 | Time: 4859.52 ms [2021-07-26 04:35:36 main:574] : INFO : Epoch 1770 | loss: 9.99417e-05 | val_loss: 0.000109467 | Time: 4785.98 ms [2021-07-26 04:35:41 main:574] : INFO : Epoch 1771 | loss: 9.93166e-05 | val_loss: 0.00010951 | Time: 4812.54 ms [2021-07-26 04:35:46 main:574] : INFO : Epoch 1772 | loss: 9.89424e-05 | val_loss: 0.00010884 | Time: 4779.62 ms [2021-07-26 04:35:51 main:574] : INFO : Epoch 1773 | loss: 9.92898e-05 | val_loss: 0.000116121 | Time: 4779.6 ms [2021-07-26 04:35:56 main:574] : INFO : Epoch 1774 | loss: 9.84016e-05 | val_loss: 0.000109628 | Time: 4788.08 ms [2021-07-26 04:36:01 main:574] : INFO : Epoch 1775 | loss: 9.79753e-05 | val_loss: 0.000108301 | Time: 4773.82 ms [2021-07-26 04:36:06 main:574] : INFO : Epoch 1776 | loss: 9.78482e-05 | val_loss: 0.000111224 | Time: 4852.97 ms [2021-07-26 04:36:10 main:574] : INFO : Epoch 1777 | loss: 9.81066e-05 | val_loss: 0.000108524 | Time: 4802.6 ms [2021-07-26 04:36:15 main:574] : INFO : Epoch 1778 | loss: 9.87827e-05 | val_loss: 0.000107878 | Time: 4795.64 ms [2021-07-26 04:36:20 main:574] : INFO : Epoch 1779 | loss: 9.97452e-05 | val_loss: 0.000107549 | Time: 4813.19 ms [2021-07-26 04:36:25 main:574] : INFO : Epoch 1780 | loss: 0.00101094 | val_loss: 0.00624055 | Time: 4851.27 ms [2021-07-26 04:36:30 main:574] : INFO : Epoch 1781 | loss: 0.0033897 | val_loss: 0.00304307 | Time: 4843.37 ms [2021-07-26 04:36:35 main:574] : INFO : Epoch 1782 | loss: 0.00214124 | val_loss: 0.00124458 | Time: 4851.13 ms [2021-07-26 04:36:40 main:574] : INFO : Epoch 1783 | loss: 0.000857301 | val_loss: 0.000598113 | Time: 4822.34 ms [2021-07-26 04:36:44 main:574] : INFO : Epoch 1784 | loss: 0.000512183 | val_loss: 0.000508223 | Time: 4850.16 ms [2021-07-26 04:36:49 main:574] : INFO : Epoch 1785 | loss: 0.000438074 | val_loss: 0.000444027 | Time: 4851.21 ms [2021-07-26 04:36:54 main:574] : INFO : Epoch 1786 | loss: 0.000395833 | val_loss: 0.00041636 | Time: 4834.18 ms [2021-07-26 04:36:59 main:574] : INFO : Epoch 1787 | loss: 0.000365123 | val_loss: 0.000378353 | Time: 4819.73 ms [2021-07-26 04:37:04 main:574] : INFO : Epoch 1788 | loss: 0.000335591 | val_loss: 0.000354054 | Time: 4796 ms [2021-07-26 04:37:09 main:574] : INFO : Epoch 1789 | loss: 0.00031886 | val_loss: 0.000339229 | Time: 4793.73 ms [2021-07-26 04:37:14 main:574] : INFO : Epoch 1790 | loss: 0.000287506 | val_loss: 0.000296161 | Time: 4778.66 ms [2021-07-26 04:37:18 main:574] : INFO : Epoch 1791 | loss: 0.00025046 | val_loss: 0.000260662 | Time: 4814.38 ms [2021-07-26 04:37:23 main:574] : INFO : Epoch 1792 | loss: 0.000233156 | val_loss: 0.000250936 | Time: 4843.95 ms [2021-07-26 04:37:28 main:574] : INFO : Epoch 1793 | loss: 0.000224477 | val_loss: 0.000243437 | Time: 4782.59 ms [2021-07-26 04:37:33 main:574] : INFO : Epoch 1794 | loss: 0.000218437 | val_loss: 0.000238068 | Time: 4826.96 ms [2021-07-26 04:37:38 main:574] : INFO : Epoch 1795 | loss: 0.000209543 | val_loss: 0.000223092 | Time: 4859.49 ms [2021-07-26 04:37:43 main:574] : INFO : Epoch 1796 | loss: 0.000198704 | val_loss: 0.000211861 | Time: 4619.35 ms [2021-07-26 04:37:47 main:574] : INFO : Epoch 1797 | loss: 0.000187794 | val_loss: 0.000191735 | Time: 4806.89 ms [2021-07-26 04:37:52 main:574] : INFO : Epoch 1798 | loss: 0.000170146 | val_loss: 0.000172221 | Time: 4758.57 ms [2021-07-26 04:37:57 main:574] : INFO : Epoch 1799 | loss: 0.000239529 | val_loss: 0.000227507 | Time: 4770.08 ms [2021-07-26 04:38:02 main:574] : INFO : Epoch 1800 | loss: 0.000183308 | val_loss: 0.000181484 | Time: 4826.43 ms [2021-07-26 04:38:07 main:574] : INFO : Epoch 1801 | loss: 0.000158116 | val_loss: 0.000165843 | Time: 4782.38 ms [2021-07-26 04:38:12 main:574] : INFO : Epoch 1802 | loss: 0.000152078 | val_loss: 0.000172057 | Time: 4845.74 ms [2021-07-26 04:38:17 main:574] : INFO : Epoch 1803 | loss: 0.00015105 | val_loss: 0.000160813 | Time: 4830.19 ms [2021-07-26 04:38:21 main:574] : INFO : Epoch 1804 | loss: 0.000145945 | val_loss: 0.000156403 | Time: 4852.41 ms [2021-07-26 04:38:26 main:574] : INFO : Epoch 1805 | loss: 0.000142568 | val_loss: 0.000153931 | Time: 4829.84 ms [2021-07-26 04:38:31 main:574] : INFO : Epoch 1806 | loss: 0.000139982 | val_loss: 0.000153173 | Time: 4823.08 ms [2021-07-26 04:38:36 main:574] : INFO : Epoch 1807 | loss: 0.000138138 | val_loss: 0.000150399 | Time: 4828.45 ms [2021-07-26 04:38:41 main:574] : INFO : Epoch 1808 | loss: 0.000136845 | val_loss: 0.000149678 | Time: 4811.09 ms [2021-07-26 04:38:46 main:574] : INFO : Epoch 1809 | loss: 0.000137398 | val_loss: 0.000148387 | Time: 4775.08 ms [2021-07-26 04:38:51 main:574] : INFO : Epoch 1810 | loss: 0.000136048 | val_loss: 0.000147083 | Time: 4771.25 ms [2021-07-26 04:38:55 main:574] : INFO : Epoch 1811 | loss: 0.000133433 | val_loss: 0.000146422 | Time: 4837.31 ms [2021-07-26 04:39:00 main:574] : INFO : Epoch 1812 | loss: 0.000131367 | val_loss: 0.000144154 | Time: 4817.57 ms [2021-07-26 04:39:05 main:574] : INFO : Epoch 1813 | loss: 0.000130384 | val_loss: 0.000144628 | Time: 4758.71 ms [2021-07-26 04:39:10 main:574] : INFO : Epoch 1814 | loss: 0.000129555 | val_loss: 0.000141964 | Time: 4835.86 ms [2021-07-26 04:39:15 main:574] : INFO : Epoch 1815 | loss: 0.000129373 | val_loss: 0.000143777 | Time: 4825.19 ms [2021-07-26 04:39:20 main:574] : INFO : Epoch 1816 | loss: 0.000127369 | val_loss: 0.000141105 | Time: 4816.69 ms [2021-07-26 04:39:25 main:574] : INFO : Epoch 1817 | loss: 0.000126554 | val_loss: 0.000138084 | Time: 4806.32 ms [2021-07-26 04:39:29 main:574] : INFO : Epoch 1818 | loss: 0.000125158 | val_loss: 0.000137673 | Time: 4705.22 ms [2021-07-26 04:39:34 main:574] : INFO : Epoch 1819 | loss: 0.000124288 | val_loss: 0.000137524 | Time: 4844 ms [2021-07-26 04:39:39 main:574] : INFO : Epoch 1820 | loss: 0.000123511 | val_loss: 0.00013639 | Time: 4809.88 ms [2021-07-26 04:39:44 main:574] : INFO : Epoch 1821 | loss: 0.000122686 | val_loss: 0.000133663 | Time: 4748.84 ms [2021-07-26 04:39:49 main:574] : INFO : Epoch 1822 | loss: 0.00012139 | val_loss: 0.000132547 | Time: 4794.71 ms [2021-07-26 04:39:54 main:574] : INFO : Epoch 1823 | loss: 0.000120862 | val_loss: 0.000133486 | Time: 4786.79 ms [2021-07-26 04:39:59 main:574] : INFO : Epoch 1824 | loss: 0.000120334 | val_loss: 0.000132487 | Time: 4899.04 ms [2021-07-26 04:40:04 main:574] : INFO : Epoch 1825 | loss: 0.0001203 | val_loss: 0.00013006 | Time: 4847.41 ms [2021-07-26 04:40:09 main:574] : INFO : Epoch 1826 | loss: 0.000119019 | val_loss: 0.000129324 | Time: 4791.42 ms [2021-07-26 04:40:14 main:574] : INFO : Epoch 1827 | loss: 0.00011914 | val_loss: 0.00012798 | Time: 4833.67 ms [2021-07-26 04:40:19 main:574] : INFO : Epoch 1828 | loss: 0.000117769 | val_loss: 0.000127097 | Time: 4865.97 ms [2021-07-26 04:40:23 main:574] : INFO : Epoch 1829 | loss: 0.000117609 | val_loss: 0.000127263 | Time: 4730.15 ms [2021-07-26 04:40:28 main:574] : INFO : Epoch 1830 | loss: 0.000116644 | val_loss: 0.000125095 | Time: 4824.35 ms [2021-07-26 04:40:33 main:574] : INFO : Epoch 1831 | loss: 0.000116324 | val_loss: 0.000121872 | Time: 4808.38 ms [2021-07-26 04:40:38 main:574] : INFO : Epoch 1832 | loss: 0.000112794 | val_loss: 0.000117973 | Time: 4828.65 ms [2021-07-26 04:40:43 main:574] : INFO : Epoch 1833 | loss: 0.00010993 | val_loss: 0.000115578 | Time: 4818.14 ms [2021-07-26 04:40:48 main:574] : INFO : Epoch 1834 | loss: 0.000108808 | val_loss: 0.000111884 | Time: 4802.56 ms [2021-07-26 04:40:53 main:574] : INFO : Epoch 1835 | loss: 0.000111891 | val_loss: 0.000118248 | Time: 4856.33 ms [2021-07-26 04:40:57 main:574] : INFO : Epoch 1836 | loss: 0.000114783 | val_loss: 0.000119261 | Time: 4797.99 ms [2021-07-26 04:41:02 main:574] : INFO : Epoch 1837 | loss: 0.000109824 | val_loss: 0.000115724 | Time: 4832.01 ms [2021-07-26 04:41:07 main:574] : INFO : Epoch 1838 | loss: 0.000107873 | val_loss: 0.000112109 | Time: 4824.12 ms [2021-07-26 04:41:12 main:574] : INFO : Epoch 1839 | loss: 0.000105344 | val_loss: 0.000110319 | Time: 4821.89 ms [2021-07-26 04:41:17 main:574] : INFO : Epoch 1840 | loss: 0.000104667 | val_loss: 0.00010878 | Time: 4826.07 ms [2021-07-26 04:41:22 main:574] : INFO : Epoch 1841 | loss: 0.000104809 | val_loss: 0.000108138 | Time: 4841.04 ms [2021-07-26 04:41:27 main:574] : INFO : Epoch 1842 | loss: 0.000103685 | val_loss: 0.000107193 | Time: 4815.39 ms [2021-07-26 04:41:32 main:574] : INFO : Epoch 1843 | loss: 0.000102834 | val_loss: 0.000107234 | Time: 4788.45 ms [2021-07-26 04:41:36 main:574] : INFO : Epoch 1844 | loss: 0.000102579 | val_loss: 0.000107996 | Time: 4823.94 ms [2021-07-26 04:41:41 main:574] : INFO : Epoch 1845 | loss: 0.000102897 | val_loss: 0.000107174 | Time: 4782.75 ms [2021-07-26 04:41:46 main:574] : INFO : Epoch 1846 | loss: 0.000102636 | val_loss: 0.000108363 | Time: 4869.21 ms [2021-07-26 04:41:51 main:574] : INFO : Epoch 1847 | loss: 0.000103537 | val_loss: 0.000109737 | Time: 4866.95 ms [2021-07-26 04:41:56 main:574] : INFO : Epoch 1848 | loss: 0.000101558 | val_loss: 0.000107785 | Time: 4753.76 ms [2021-07-26 04:42:01 main:574] : INFO : Epoch 1849 | loss: 0.000102508 | val_loss: 0.000108754 | Time: 4858.78 ms [2021-07-26 04:42:06 main:574] : INFO : Epoch 1850 | loss: 0.000101841 | val_loss: 0.000104721 | Time: 4780.64 ms [2021-07-26 04:42:10 main:574] : INFO : Epoch 1851 | loss: 0.000101759 | val_loss: 0.000104358 | Time: 4786.13 ms [2021-07-26 04:42:15 main:574] : INFO : Epoch 1852 | loss: 0.000101266 | val_loss: 0.00010838 | Time: 4805.49 ms [2021-07-26 04:42:20 main:574] : INFO : Epoch 1853 | loss: 0.000100225 | val_loss: 0.000104623 | Time: 4780.46 ms [2021-07-26 04:42:25 main:574] : INFO : Epoch 1854 | loss: 9.96381e-05 | val_loss: 0.000105004 | Time: 4801.49 ms [2021-07-26 04:42:30 main:574] : INFO : Epoch 1855 | loss: 9.90214e-05 | val_loss: 0.000103606 | Time: 4759.44 ms [2021-07-26 04:42:35 main:574] : INFO : Epoch 1856 | loss: 9.98545e-05 | val_loss: 0.000103892 | Time: 4790.14 ms [2021-07-26 04:42:39 main:574] : INFO : Epoch 1857 | loss: 9.92028e-05 | val_loss: 0.000105735 | Time: 4859.52 ms [2021-07-26 04:42:44 main:574] : INFO : Epoch 1858 | loss: 9.89827e-05 | val_loss: 0.000103819 | Time: 4821.07 ms [2021-07-26 04:42:49 main:574] : INFO : Epoch 1859 | loss: 9.94081e-05 | val_loss: 0.000103145 | Time: 4847.24 ms [2021-07-26 04:42:54 main:574] : INFO : Epoch 1860 | loss: 9.86902e-05 | val_loss: 0.000104312 | Time: 4834.93 ms [2021-07-26 04:42:59 main:574] : INFO : Epoch 1861 | loss: 9.91492e-05 | val_loss: 0.000104607 | Time: 4808.84 ms [2021-07-26 04:43:04 main:574] : INFO : Epoch 1862 | loss: 9.97281e-05 | val_loss: 0.000105851 | Time: 4846.57 ms [2021-07-26 04:43:09 main:574] : INFO : Epoch 1863 | loss: 9.83968e-05 | val_loss: 0.000102777 | Time: 4819.94 ms [2021-07-26 04:43:14 main:574] : INFO : Epoch 1864 | loss: 9.97117e-05 | val_loss: 0.000103607 | Time: 4820.41 ms [2021-07-26 04:43:18 main:574] : INFO : Epoch 1865 | loss: 9.79811e-05 | val_loss: 0.000102262 | Time: 4894.69 ms [2021-07-26 04:43:23 main:574] : INFO : Epoch 1866 | loss: 9.81854e-05 | val_loss: 0.000109337 | Time: 4820.71 ms [2021-07-26 04:43:28 main:574] : INFO : Epoch 1867 | loss: 0.000108214 | val_loss: 0.000111109 | Time: 4959.11 ms [2021-07-26 04:43:33 main:574] : INFO : Epoch 1868 | loss: 0.000111005 | val_loss: 0.000116535 | Time: 4843.9 ms [2021-07-26 04:43:38 main:574] : INFO : Epoch 1869 | loss: 0.000108994 | val_loss: 0.000110187 | Time: 4803.97 ms [2021-07-26 04:43:43 main:574] : INFO : Epoch 1870 | loss: 0.000106101 | val_loss: 0.000108339 | Time: 4957.67 ms [2021-07-26 04:43:48 main:574] : INFO : Epoch 1871 | loss: 0.000106683 | val_loss: 0.000113132 | Time: 4856.12 ms [2021-07-26 04:43:53 main:574] : INFO : Epoch 1872 | loss: 0.000101022 | val_loss: 0.000103964 | Time: 4811.18 ms [2021-07-26 04:43:58 main:574] : INFO : Epoch 1873 | loss: 9.87121e-05 | val_loss: 0.000104827 | Time: 4974.96 ms [2021-07-26 04:44:03 main:574] : INFO : Epoch 1874 | loss: 9.84688e-05 | val_loss: 0.000102641 | Time: 4847.55 ms [2021-07-26 04:44:08 main:574] : INFO : Epoch 1875 | loss: 9.76961e-05 | val_loss: 0.000103661 | Time: 4886.55 ms [2021-07-26 04:44:12 main:574] : INFO : Epoch 1876 | loss: 9.97479e-05 | val_loss: 0.000105944 | Time: 4788.78 ms [2021-07-26 04:44:17 main:574] : INFO : Epoch 1877 | loss: 0.000100237 | val_loss: 0.000102742 | Time: 4797.01 ms [2021-07-26 04:44:22 main:574] : INFO : Epoch 1878 | loss: 9.65363e-05 | val_loss: 0.000100917 | Time: 4837.44 ms [2021-07-26 04:44:27 main:574] : INFO : Epoch 1879 | loss: 9.66485e-05 | val_loss: 0.000102088 | Time: 4760.87 ms [2021-07-26 04:44:32 main:574] : INFO : Epoch 1880 | loss: 9.5465e-05 | val_loss: 9.9817e-05 | Time: 4756.46 ms [2021-07-26 04:44:37 main:574] : INFO : Epoch 1881 | loss: 9.54951e-05 | val_loss: 9.96147e-05 | Time: 4757.94 ms [2021-07-26 04:44:41 main:574] : INFO : Epoch 1882 | loss: 9.56446e-05 | val_loss: 0.00010087 | Time: 4830.89 ms [2021-07-26 04:44:46 main:574] : INFO : Epoch 1883 | loss: 9.57692e-05 | val_loss: 9.91038e-05 | Time: 4853.75 ms [2021-07-26 04:44:51 main:574] : INFO : Epoch 1884 | loss: 9.54084e-05 | val_loss: 9.91938e-05 | Time: 4809.46 ms [2021-07-26 04:44:56 main:574] : INFO : Epoch 1885 | loss: 9.7138e-05 | val_loss: 9.80695e-05 | Time: 4770.73 ms [2021-07-26 04:45:01 main:574] : INFO : Epoch 1886 | loss: 9.54511e-05 | val_loss: 9.94883e-05 | Time: 4848.43 ms [2021-07-26 04:45:06 main:574] : INFO : Epoch 1887 | loss: 9.47594e-05 | val_loss: 0.000100151 | Time: 4792.18 ms [2021-07-26 04:45:11 main:574] : INFO : Epoch 1888 | loss: 9.41712e-05 | val_loss: 9.90236e-05 | Time: 4799.84 ms [2021-07-26 04:45:15 main:574] : INFO : Epoch 1889 | loss: 9.50354e-05 | val_loss: 9.92644e-05 | Time: 4802.06 ms [2021-07-26 04:45:20 main:574] : INFO : Epoch 1890 | loss: 9.57922e-05 | val_loss: 9.86149e-05 | Time: 4823.43 ms [2021-07-26 04:45:25 main:574] : INFO : Epoch 1891 | loss: 9.5247e-05 | val_loss: 9.78957e-05 | Time: 4786.58 ms [2021-07-26 04:45:30 main:574] : INFO : Epoch 1892 | loss: 9.45238e-05 | val_loss: 9.70731e-05 | Time: 4795.58 ms [2021-07-26 04:45:35 main:574] : INFO : Epoch 1893 | loss: 9.46682e-05 | val_loss: 9.8642e-05 | Time: 4792.65 ms [2021-07-26 04:45:40 main:574] : INFO : Epoch 1894 | loss: 9.90626e-05 | val_loss: 0.000104843 | Time: 4799.96 ms [2021-07-26 04:45:44 main:574] : INFO : Epoch 1895 | loss: 9.72161e-05 | val_loss: 9.97778e-05 | Time: 4787.11 ms [2021-07-26 04:45:49 main:574] : INFO : Epoch 1896 | loss: 9.54166e-05 | val_loss: 9.85021e-05 | Time: 4848.75 ms [2021-07-26 04:45:54 main:574] : INFO : Epoch 1897 | loss: 9.38839e-05 | val_loss: 9.65388e-05 | Time: 4856.62 ms [2021-07-26 04:45:59 main:574] : INFO : Epoch 1898 | loss: 9.36676e-05 | val_loss: 0.000100304 | Time: 4823.04 ms [2021-07-26 04:46:04 main:574] : INFO : Epoch 1899 | loss: 9.49328e-05 | val_loss: 0.000100781 | Time: 4809.14 ms [2021-07-26 04:46:09 main:574] : INFO : Epoch 1900 | loss: 9.50244e-05 | val_loss: 9.63211e-05 | Time: 4849.77 ms [2021-07-26 04:46:14 main:574] : INFO : Epoch 1901 | loss: 9.34294e-05 | val_loss: 9.8206e-05 | Time: 4767.65 ms [2021-07-26 04:46:19 main:574] : INFO : Epoch 1902 | loss: 9.30026e-05 | val_loss: 9.75953e-05 | Time: 4795.07 ms [2021-07-26 04:46:23 main:574] : INFO : Epoch 1903 | loss: 9.52364e-05 | val_loss: 9.67755e-05 | Time: 4812.33 ms [2021-07-26 04:46:28 main:574] : INFO : Epoch 1904 | loss: 9.3492e-05 | val_loss: 9.80538e-05 | Time: 4805.16 ms [2021-07-26 04:46:33 main:574] : INFO : Epoch 1905 | loss: 9.44632e-05 | val_loss: 9.80152e-05 | Time: 4790.32 ms [2021-07-26 04:46:38 main:574] : INFO : Epoch 1906 | loss: 9.65971e-05 | val_loss: 0.000107882 | Time: 4821.09 ms [2021-07-26 04:46:43 main:574] : INFO : Epoch 1907 | loss: 9.64329e-05 | val_loss: 9.97179e-05 | Time: 4810.02 ms [2021-07-26 04:46:48 main:574] : INFO : Epoch 1908 | loss: 9.3881e-05 | val_loss: 9.66679e-05 | Time: 4778.49 ms [2021-07-26 04:46:53 main:574] : INFO : Epoch 1909 | loss: 9.17678e-05 | val_loss: 9.63929e-05 | Time: 4885.11 ms [2021-07-26 04:46:58 main:574] : INFO : Epoch 1910 | loss: 9.1646e-05 | val_loss: 9.66916e-05 | Time: 4813.09 ms [2021-07-26 04:47:02 main:574] : INFO : Epoch 1911 | loss: 9.17531e-05 | val_loss: 9.61562e-05 | Time: 4870.5 ms [2021-07-26 04:47:07 main:574] : INFO : Epoch 1912 | loss: 9.45969e-05 | val_loss: 9.82122e-05 | Time: 4840.07 ms [2021-07-26 04:47:12 main:574] : INFO : Epoch 1913 | loss: 9.50089e-05 | val_loss: 9.64587e-05 | Time: 4883.1 ms [2021-07-26 04:47:17 main:574] : INFO : Epoch 1914 | loss: 9.28925e-05 | val_loss: 9.73209e-05 | Time: 4837.45 ms [2021-07-26 04:47:22 main:574] : INFO : Epoch 1915 | loss: 9.31702e-05 | val_loss: 9.82127e-05 | Time: 4847.02 ms [2021-07-26 04:47:27 main:574] : INFO : Epoch 1916 | loss: 9.20975e-05 | val_loss: 9.67147e-05 | Time: 4814.48 ms [2021-07-26 04:47:32 main:574] : INFO : Epoch 1917 | loss: 9.1508e-05 | val_loss: 9.63734e-05 | Time: 4805.58 ms [2021-07-26 04:47:37 main:574] : INFO : Epoch 1918 | loss: 9.19106e-05 | val_loss: 9.71879e-05 | Time: 4823.98 ms [2021-07-26 04:47:42 main:574] : INFO : Epoch 1919 | loss: 9.1501e-05 | val_loss: 0.000100046 | Time: 4864.58 ms [2021-07-26 04:47:46 main:574] : INFO : Epoch 1920 | loss: 9.34681e-05 | val_loss: 0.000104896 | Time: 4818.51 ms [2021-07-26 04:47:51 main:574] : INFO : Epoch 1921 | loss: 9.34158e-05 | val_loss: 0.000101472 | Time: 4812.09 ms [2021-07-26 04:47:56 main:574] : INFO : Epoch 1922 | loss: 9.1055e-05 | val_loss: 9.48547e-05 | Time: 4848.75 ms [2021-07-26 04:48:01 main:574] : INFO : Epoch 1923 | loss: 9.08878e-05 | val_loss: 9.59147e-05 | Time: 4799.3 ms [2021-07-26 04:48:06 main:574] : INFO : Epoch 1924 | loss: 9.02241e-05 | val_loss: 9.5307e-05 | Time: 4803.56 ms [2021-07-26 04:48:11 main:574] : INFO : Epoch 1925 | loss: 9.10015e-05 | val_loss: 0.000101497 | Time: 4784.95 ms [2021-07-26 04:48:16 main:574] : INFO : Epoch 1926 | loss: 9.40843e-05 | val_loss: 0.000101538 | Time: 4817.06 ms [2021-07-26 04:48:20 main:574] : INFO : Epoch 1927 | loss: 9.41842e-05 | val_loss: 9.97009e-05 | Time: 4850.29 ms [2021-07-26 04:48:25 main:574] : INFO : Epoch 1928 | loss: 9.34329e-05 | val_loss: 9.662e-05 | Time: 4820.28 ms [2021-07-26 04:48:30 main:574] : INFO : Epoch 1929 | loss: 9.42728e-05 | val_loss: 9.67959e-05 | Time: 4835.95 ms [2021-07-26 04:48:35 main:574] : INFO : Epoch 1930 | loss: 9.09924e-05 | val_loss: 9.65027e-05 | Time: 4811.77 ms [2021-07-26 04:48:40 main:574] : INFO : Epoch 1931 | loss: 9.16729e-05 | val_loss: 9.65252e-05 | Time: 4803.48 ms [2021-07-26 04:48:45 main:574] : INFO : Epoch 1932 | loss: 9.20177e-05 | val_loss: 9.6973e-05 | Time: 4843.88 ms [2021-07-26 04:48:50 main:574] : INFO : Epoch 1933 | loss: 9.33227e-05 | val_loss: 0.000100075 | Time: 4847.79 ms [2021-07-26 04:48:55 main:574] : INFO : Epoch 1934 | loss: 9.25392e-05 | val_loss: 9.79224e-05 | Time: 4877.71 ms [2021-07-26 04:49:00 main:574] : INFO : Epoch 1935 | loss: 9.03727e-05 | val_loss: 9.62638e-05 | Time: 4872.67 ms [2021-07-26 04:49:04 main:574] : INFO : Epoch 1936 | loss: 9.0567e-05 | val_loss: 9.65068e-05 | Time: 4825.43 ms [2021-07-26 04:49:09 main:574] : INFO : Epoch 1937 | loss: 9.0829e-05 | val_loss: 9.52244e-05 | Time: 4925.89 ms [2021-07-26 04:49:14 main:574] : INFO : Epoch 1938 | loss: 8.9661e-05 | val_loss: 9.47367e-05 | Time: 4778.5 ms [2021-07-26 04:49:19 main:574] : INFO : Epoch 1939 | loss: 8.96703e-05 | val_loss: 9.48357e-05 | Time: 4869.98 ms [2021-07-26 04:49:24 main:574] : INFO : Epoch 1940 | loss: 8.942e-05 | val_loss: 9.68569e-05 | Time: 4811.01 ms [2021-07-26 04:49:29 main:574] : INFO : Epoch 1941 | loss: 9.34075e-05 | val_loss: 9.6104e-05 | Time: 4810.2 ms [2021-07-26 04:49:34 main:574] : INFO : Epoch 1942 | loss: 8.96913e-05 | val_loss: 9.60637e-05 | Time: 4790.02 ms [2021-07-26 04:49:39 main:574] : INFO : Epoch 1943 | loss: 8.96418e-05 | val_loss: 9.46724e-05 | Time: 4769.79 ms [2021-07-26 04:49:43 main:574] : INFO : Epoch 1944 | loss: 8.98328e-05 | val_loss: 0.000100626 | Time: 4877.28 ms [2021-07-26 04:49:48 main:574] : INFO : Epoch 1945 | loss: 9.21341e-05 | val_loss: 9.41656e-05 | Time: 4819.96 ms [2021-07-26 04:49:53 main:574] : INFO : Epoch 1946 | loss: 9.1289e-05 | val_loss: 9.40353e-05 | Time: 4829.49 ms [2021-07-26 04:49:58 main:574] : INFO : Epoch 1947 | loss: 9.03706e-05 | val_loss: 9.53549e-05 | Time: 4835.7 ms [2021-07-26 04:50:03 main:574] : INFO : Epoch 1948 | loss: 9.2409e-05 | val_loss: 9.79662e-05 | Time: 4845.05 ms [2021-07-26 04:50:08 main:574] : INFO : Epoch 1949 | loss: 0.000104889 | val_loss: 0.00010044 | Time: 4868.88 ms [2021-07-26 04:50:13 main:574] : INFO : Epoch 1950 | loss: 9.74332e-05 | val_loss: 9.75939e-05 | Time: 4816.82 ms [2021-07-26 04:50:18 main:574] : INFO : Epoch 1951 | loss: 9.31228e-05 | val_loss: 9.5827e-05 | Time: 4867.71 ms [2021-07-26 04:50:23 main:574] : INFO : Epoch 1952 | loss: 9.14906e-05 | val_loss: 9.32955e-05 | Time: 4821.78 ms [2021-07-26 04:50:27 main:574] : INFO : Epoch 1953 | loss: 9.21134e-05 | val_loss: 0.000100034 | Time: 4849.75 ms [2021-07-26 04:50:32 main:574] : INFO : Epoch 1954 | loss: 9.11749e-05 | val_loss: 9.39407e-05 | Time: 4805.96 ms [2021-07-26 04:50:37 main:574] : INFO : Epoch 1955 | loss: 8.99066e-05 | val_loss: 9.28195e-05 | Time: 4835.26 ms [2021-07-26 04:50:42 main:574] : INFO : Epoch 1956 | loss: 8.94908e-05 | val_loss: 9.53821e-05 | Time: 4777.8 ms [2021-07-26 04:50:47 main:574] : INFO : Epoch 1957 | loss: 9.02465e-05 | val_loss: 9.86006e-05 | Time: 4844.03 ms [2021-07-26 04:50:52 main:574] : INFO : Epoch 1958 | loss: 9.07919e-05 | val_loss: 9.36306e-05 | Time: 4802.62 ms [2021-07-26 04:50:57 main:574] : INFO : Epoch 1959 | loss: 8.82041e-05 | val_loss: 9.3604e-05 | Time: 4734.4 ms [2021-07-26 04:51:01 main:574] : INFO : Epoch 1960 | loss: 8.83635e-05 | val_loss: 9.36127e-05 | Time: 4800.48 ms [2021-07-26 04:51:06 main:574] : INFO : Epoch 1961 | loss: 8.94528e-05 | val_loss: 9.35751e-05 | Time: 4805.93 ms [2021-07-26 04:51:11 main:574] : INFO : Epoch 1962 | loss: 8.92432e-05 | val_loss: 9.99384e-05 | Time: 4828.3 ms [2021-07-26 04:51:16 main:574] : INFO : Epoch 1963 | loss: 9.0276e-05 | val_loss: 9.37778e-05 | Time: 4816.45 ms [2021-07-26 04:51:21 main:574] : INFO : Epoch 1964 | loss: 8.82238e-05 | val_loss: 9.56681e-05 | Time: 4812.57 ms [2021-07-26 04:51:26 main:574] : INFO : Epoch 1965 | loss: 9.06979e-05 | val_loss: 9.82515e-05 | Time: 4833.62 ms [2021-07-26 04:51:31 main:574] : INFO : Epoch 1966 | loss: 8.9494e-05 | val_loss: 9.22032e-05 | Time: 4727.18 ms [2021-07-26 04:51:35 main:574] : INFO : Epoch 1967 | loss: 8.90912e-05 | val_loss: 9.52662e-05 | Time: 4819.69 ms [2021-07-26 04:51:40 main:574] : INFO : Epoch 1968 | loss: 8.9151e-05 | val_loss: 9.5388e-05 | Time: 4793.81 ms [2021-07-26 04:51:45 main:574] : INFO : Epoch 1969 | loss: 9.26455e-05 | val_loss: 0.000103439 | Time: 4783.71 ms [2021-07-26 04:51:50 main:574] : INFO : Epoch 1970 | loss: 9.39447e-05 | val_loss: 9.52439e-05 | Time: 4803.94 ms [2021-07-26 04:51:55 main:574] : INFO : Epoch 1971 | loss: 8.9625e-05 | val_loss: 9.68085e-05 | Time: 4862.48 ms [2021-07-26 04:52:00 main:574] : INFO : Epoch 1972 | loss: 9.07497e-05 | val_loss: 9.68161e-05 | Time: 4798.42 ms [2021-07-26 04:52:05 main:574] : INFO : Epoch 1973 | loss: 8.94929e-05 | val_loss: 9.14234e-05 | Time: 4834.4 ms [2021-07-26 04:52:09 main:574] : INFO : Epoch 1974 | loss: 8.94386e-05 | val_loss: 9.31806e-05 | Time: 4815.13 ms [2021-07-26 04:52:14 main:574] : INFO : Epoch 1975 | loss: 8.85072e-05 | val_loss: 9.21247e-05 | Time: 4805.88 ms [2021-07-26 04:52:19 main:574] : INFO : Epoch 1976 | loss: 9.0339e-05 | val_loss: 9.409e-05 | Time: 4787.66 ms [2021-07-26 04:52:24 main:574] : INFO : Epoch 1977 | loss: 9.02934e-05 | val_loss: 9.56014e-05 | Time: 4806.46 ms [2021-07-26 04:52:29 main:574] : INFO : Epoch 1978 | loss: 9.08622e-05 | val_loss: 9.17225e-05 | Time: 4817.33 ms [2021-07-26 04:52:34 main:574] : INFO : Epoch 1979 | loss: 9.08729e-05 | val_loss: 9.24627e-05 | Time: 4832.12 ms [2021-07-26 04:52:38 main:574] : INFO : Epoch 1980 | loss: 8.83551e-05 | val_loss: 9.45159e-05 | Time: 4840.67 ms [2021-07-26 04:52:43 main:574] : INFO : Epoch 1981 | loss: 8.73303e-05 | val_loss: 9.26343e-05 | Time: 4837.75 ms [2021-07-26 04:52:48 main:574] : INFO : Epoch 1982 | loss: 8.81514e-05 | val_loss: 9.27493e-05 | Time: 4835.59 ms [2021-07-26 04:52:53 main:574] : INFO : Epoch 1983 | loss: 8.82152e-05 | val_loss: 9.60071e-05 | Time: 4821.89 ms [2021-07-26 04:52:58 main:574] : INFO : Epoch 1984 | loss: 8.92449e-05 | val_loss: 9.31062e-05 | Time: 4767.5 ms [2021-07-26 04:53:03 main:574] : INFO : Epoch 1985 | loss: 9.14787e-05 | val_loss: 9.60129e-05 | Time: 4795.89 ms [2021-07-26 04:53:08 main:574] : INFO : Epoch 1986 | loss: 9.17281e-05 | val_loss: 0.000102565 | Time: 4834.34 ms [2021-07-26 04:53:13 main:574] : INFO : Epoch 1987 | loss: 9.41958e-05 | val_loss: 9.72404e-05 | Time: 4821.38 ms [2021-07-26 04:53:17 main:574] : INFO : Epoch 1988 | loss: 9.16335e-05 | val_loss: 9.73681e-05 | Time: 4783.13 ms [2021-07-26 04:53:22 main:574] : INFO : Epoch 1989 | loss: 9.36299e-05 | val_loss: 9.8012e-05 | Time: 4836.91 ms [2021-07-26 04:53:27 main:574] : INFO : Epoch 1990 | loss: 8.91296e-05 | val_loss: 9.5165e-05 | Time: 4826.85 ms [2021-07-26 04:53:32 main:574] : INFO : Epoch 1991 | loss: 9.05597e-05 | val_loss: 9.99287e-05 | Time: 4817.22 ms [2021-07-26 04:53:37 main:574] : INFO : Epoch 1992 | loss: 9.11339e-05 | val_loss: 9.44107e-05 | Time: 4837.27 ms [2021-07-26 04:53:42 main:574] : INFO : Epoch 1993 | loss: 8.91697e-05 | val_loss: 9.38671e-05 | Time: 4943.57 ms [2021-07-26 04:53:47 main:574] : INFO : Epoch 1994 | loss: 8.75927e-05 | val_loss: 9.26677e-05 | Time: 4817.71 ms [2021-07-26 04:53:51 main:574] : INFO : Epoch 1995 | loss: 8.86039e-05 | val_loss: 9.35809e-05 | Time: 4791.38 ms [2021-07-26 04:53:56 main:574] : INFO : Epoch 1996 | loss: 8.78392e-05 | val_loss: 9.52144e-05 | Time: 4848.15 ms [2021-07-26 04:54:01 main:574] : INFO : Epoch 1997 | loss: 8.86967e-05 | val_loss: 9.32972e-05 | Time: 4824.38 ms [2021-07-26 04:54:06 main:574] : INFO : Epoch 1998 | loss: 8.64636e-05 | val_loss: 9.44234e-05 | Time: 4817.24 ms [2021-07-26 04:54:11 main:574] : INFO : Epoch 1999 | loss: 8.74822e-05 | val_loss: 9.57421e-05 | Time: 4793.56 ms [2021-07-26 04:54:16 main:574] : INFO : Epoch 2000 | loss: 8.92052e-05 | val_loss: 0.000102105 | Time: 4825.04 ms [2021-07-26 04:54:21 main:574] : INFO : Epoch 2001 | loss: 8.77238e-05 | val_loss: 9.13912e-05 | Time: 4831.4 ms [2021-07-26 04:54:26 main:574] : INFO : Epoch 2002 | loss: 8.99226e-05 | val_loss: 9.71136e-05 | Time: 4803.94 ms [2021-07-26 04:54:30 main:574] : INFO : Epoch 2003 | loss: 8.90505e-05 | val_loss: 9.28079e-05 | Time: 4822.42 ms [2021-07-26 04:54:35 main:574] : INFO : Epoch 2004 | loss: 8.77944e-05 | val_loss: 9.22615e-05 | Time: 4838.71 ms [2021-07-26 04:54:40 main:574] : INFO : Epoch 2005 | loss: 0.000120449 | val_loss: 0.0382301 | Time: 4846.41 ms [2021-07-26 04:54:45 main:574] : INFO : Epoch 2006 | loss: 0.026465 | val_loss: 0.0175834 | Time: 4796.41 ms [2021-07-26 04:54:50 main:574] : INFO : Epoch 2007 | loss: 0.00934501 | val_loss: 0.00443325 | Time: 4815.48 ms [2021-07-26 04:54:55 main:574] : INFO : Epoch 2008 | loss: 0.00221951 | val_loss: 0.00126025 | Time: 4769.83 ms [2021-07-26 04:55:00 main:574] : INFO : Epoch 2009 | loss: 0.000996316 | val_loss: 0.00077187 | Time: 4850.59 ms [2021-07-26 04:55:04 main:574] : INFO : Epoch 2010 | loss: 0.000719675 | val_loss: 0.000687149 | Time: 4803.78 ms [2021-07-26 04:55:09 main:574] : INFO : Epoch 2011 | loss: 0.000661647 | val_loss: 0.00065142 | Time: 4790.48 ms [2021-07-26 04:55:14 main:574] : INFO : Epoch 2012 | loss: 0.000632819 | val_loss: 0.000633599 | Time: 4823.02 ms [2021-07-26 04:55:19 main:574] : INFO : Epoch 2013 | loss: 0.000620781 | val_loss: 0.000623256 | Time: 4854.41 ms [2021-07-26 04:55:24 main:574] : INFO : Epoch 2014 | loss: 0.000608381 | val_loss: 0.000618245 | Time: 4778.05 ms [2021-07-26 04:55:29 main:574] : INFO : Epoch 2015 | loss: 0.000606992 | val_loss: 0.000613761 | Time: 4851.13 ms [2021-07-26 04:55:34 main:574] : INFO : Epoch 2016 | loss: 0.000601279 | val_loss: 0.000609928 | Time: 4777.05 ms [2021-07-26 04:55:38 main:574] : INFO : Epoch 2017 | loss: 0.000598448 | val_loss: 0.000609222 | Time: 4825.22 ms [2021-07-26 04:55:43 main:574] : INFO : Epoch 2018 | loss: 0.000596573 | val_loss: 0.000606819 | Time: 4890.59 ms [2021-07-26 04:55:48 main:574] : INFO : Epoch 2019 | loss: 0.00059441 | val_loss: 0.000604337 | Time: 4766.43 ms [2021-07-26 04:55:53 main:574] : INFO : Epoch 2020 | loss: 0.000588821 | val_loss: 0.000597195 | Time: 4769.96 ms [2021-07-26 04:55:58 main:574] : INFO : Epoch 2021 | loss: 0.000586455 | val_loss: 0.000600263 | Time: 4775.42 ms [2021-07-26 04:56:03 main:574] : INFO : Epoch 2022 | loss: 0.00058344 | val_loss: 0.000586361 | Time: 4867.33 ms [2021-07-26 04:56:08 main:574] : INFO : Epoch 2023 | loss: 0.000545652 | val_loss: 0.000463749 | Time: 4831.5 ms [2021-07-26 04:56:12 main:574] : INFO : Epoch 2024 | loss: 0.000379013 | val_loss: 0.000358176 | Time: 4828.25 ms [2021-07-26 04:56:17 main:574] : INFO : Epoch 2025 | loss: 0.000323588 | val_loss: 0.000336425 | Time: 4789.03 ms [2021-07-26 04:56:22 main:574] : INFO : Epoch 2026 | loss: 0.000309625 | val_loss: 0.000328261 | Time: 4805.3 ms [2021-07-26 04:56:27 main:574] : INFO : Epoch 2027 | loss: 0.000305987 | val_loss: 0.000328233 | Time: 4819.01 ms [2021-07-26 04:56:32 main:574] : INFO : Epoch 2028 | loss: 0.00030653 | val_loss: 0.000328268 | Time: 4807.55 ms [2021-07-26 04:56:37 main:574] : INFO : Epoch 2029 | loss: 0.00030545 | val_loss: 0.000333554 | Time: 4778.71 ms [2021-07-26 04:56:42 main:574] : INFO : Epoch 2030 | loss: 0.000305436 | val_loss: 0.00032687 | Time: 4779.74 ms [2021-07-26 04:56:46 main:574] : INFO : Epoch 2031 | loss: 0.000304108 | val_loss: 0.000326824 | Time: 4800.46 ms [2021-07-26 04:56:51 main:574] : INFO : Epoch 2032 | loss: 0.000304079 | val_loss: 0.000332327 | Time: 4886.04 ms [2021-07-26 04:56:56 main:574] : INFO : Epoch 2033 | loss: 0.000317515 | val_loss: 0.000328178 | Time: 4841.14 ms [2021-07-26 04:57:01 main:574] : INFO : Epoch 2034 | loss: 0.000304411 | val_loss: 0.000324874 | Time: 4816.7 ms [2021-07-26 04:57:06 main:574] : INFO : Epoch 2035 | loss: 0.00029996 | val_loss: 0.000321673 | Time: 4807.1 ms [2021-07-26 04:57:11 main:574] : INFO : Epoch 2036 | loss: 0.000293591 | val_loss: 0.000309381 | Time: 4769.3 ms [2021-07-26 04:57:16 main:574] : INFO : Epoch 2037 | loss: 0.000284833 | val_loss: 0.000301711 | Time: 4823.72 ms [2021-07-26 04:57:21 main:574] : INFO : Epoch 2038 | loss: 0.000280173 | val_loss: 0.00029932 | Time: 4860.32 ms [2021-07-26 04:57:25 main:574] : INFO : Epoch 2039 | loss: 0.000278961 | val_loss: 0.000299633 | Time: 4805.75 ms [2021-07-26 04:57:30 main:574] : INFO : Epoch 2040 | loss: 0.000278694 | val_loss: 0.000297732 | Time: 4827.7 ms [2021-07-26 04:57:35 main:574] : INFO : Epoch 2041 | loss: 0.000277809 | val_loss: 0.000298261 | Time: 4813.04 ms [2021-07-26 04:57:40 main:574] : INFO : Epoch 2042 | loss: 0.000277485 | val_loss: 0.00029713 | Time: 4906.54 ms [2021-07-26 04:57:45 main:574] : INFO : Epoch 2043 | loss: 0.000276466 | val_loss: 0.000296764 | Time: 4825.79 ms [2021-07-26 04:57:50 main:574] : INFO : Epoch 2044 | loss: 0.00027618 | val_loss: 0.000295856 | Time: 4861.93 ms [2021-07-26 04:57:55 main:574] : INFO : Epoch 2045 | loss: 0.000275766 | val_loss: 0.000295935 | Time: 4786.52 ms [2021-07-26 04:58:00 main:574] : INFO : Epoch 2046 | loss: 0.000274816 | val_loss: 0.000296073 | Time: 4874.25 ms [2021-07-26 04:58:04 main:574] : INFO : Epoch 2047 | loss: 0.000274203 | val_loss: 0.000293964 | Time: 4794.65 ms [2021-07-26 04:58:09 main:574] : INFO : Epoch 2048 | loss: 0.000273124 | val_loss: 0.000293554 | Time: 4797.58 ms [2021-07-26 04:58:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000293554 [2021-07-26 04:58:09 main:603] : INFO : Saving end state to config to file [2021-07-26 04:58:09 main:608] : INFO : Success, exiting.. 04:58:09 (17160): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)