Task 5958698
| Name | ParityMachine-1625432854-9780-3_1 |
| Workunit | 3726329 |
| Created | 20 Jul 2021, 12:51:33 UTC |
| Sent | 20 Jul 2021, 14:26:30 UTC |
| Report deadline | 27 Jul 2021, 14:26:30 UTC |
| Received | 25 Jul 2021, 22:00:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 2 hours 49 min 28 sec |
| CPU time | 2 hours 35 min 56 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 | 1.18 GB |
| 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> h 1542 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 4859.22 ms [2021-07-25 23:18:46 main:574] : INFO : Epoch 1543 | loss: 0.0312483 | val_loss: 0.0312478 | Time: 4873.72 ms [2021-07-25 23:18:51 main:574] : INFO : Epoch 1544 | loss: 0.0312474 | val_loss: 0.031247 | Time: 4853.52 ms [2021-07-25 23:18:56 main:574] : INFO : Epoch 1545 | loss: 0.0312468 | val_loss: 0.031246 | Time: 4931.41 ms [2021-07-25 23:19:01 main:574] : INFO : Epoch 1546 | loss: 0.0312457 | val_loss: 0.0312452 | Time: 4839.85 ms [2021-07-25 23:19:06 main:574] : INFO : Epoch 1547 | loss: 0.0312449 | val_loss: 0.0312444 | Time: 4848.52 ms [2021-07-25 23:19:10 main:574] : INFO : Epoch 1548 | loss: 0.0312438 | val_loss: 0.0312433 | Time: 4819.47 ms [2021-07-25 23:19:15 main:574] : INFO : Epoch 1549 | loss: 0.031243 | val_loss: 0.0312423 | Time: 4853.48 ms [2021-07-25 23:19:20 main:574] : INFO : Epoch 1550 | loss: 0.0312419 | val_loss: 0.0312413 | Time: 4864.05 ms [2021-07-25 23:19:25 main:574] : INFO : Epoch 1551 | loss: 0.031241 | val_loss: 0.0312402 | Time: 4868.21 ms [2021-07-25 23:19:30 main:574] : INFO : Epoch 1552 | loss: 0.0312398 | val_loss: 0.0312391 | Time: 4900.76 ms [2021-07-25 23:19:35 main:574] : INFO : Epoch 1553 | loss: 0.0312388 | val_loss: 0.0312377 | Time: 4861.99 ms [2021-07-25 23:19:40 main:574] : INFO : Epoch 1554 | loss: 0.0312375 | val_loss: 0.0312368 | Time: 4930.53 ms [2021-07-25 23:19:45 main:574] : INFO : Epoch 1555 | loss: 0.0312363 | val_loss: 0.0312353 | Time: 4825.44 ms [2021-07-25 23:19:50 main:574] : INFO : Epoch 1556 | loss: 0.0312348 | val_loss: 0.0312337 | Time: 4934.15 ms [2021-07-25 23:19:55 main:574] : INFO : Epoch 1557 | loss: 0.0312336 | val_loss: 0.0312323 | Time: 4892.38 ms [2021-07-25 23:20:00 main:574] : INFO : Epoch 1558 | loss: 0.0312319 | val_loss: 0.0312308 | Time: 4868.7 ms [2021-07-25 23:20:04 main:574] : INFO : Epoch 1559 | loss: 0.0312308 | val_loss: 0.0312302 | Time: 4916.93 ms [2021-07-25 23:20:09 main:574] : INFO : Epoch 1560 | loss: 0.0312289 | val_loss: 0.0312264 | Time: 4900.88 ms [2021-07-25 23:20:14 main:574] : INFO : Epoch 1561 | loss: 0.0312271 | val_loss: 0.0312248 | Time: 4847.51 ms [2021-07-25 23:20:19 main:574] : INFO : Epoch 1562 | loss: 0.0312265 | val_loss: 0.0312247 | Time: 4805.08 ms [2021-07-25 23:20:24 main:574] : INFO : Epoch 1563 | loss: 0.0312259 | val_loss: 0.0312231 | Time: 4857.13 ms [2021-07-25 23:20:29 main:574] : INFO : Epoch 1564 | loss: 0.0312247 | val_loss: 0.0312223 | Time: 4889.51 ms [2021-07-25 23:20:34 main:574] : INFO : Epoch 1565 | loss: 0.0312237 | val_loss: 0.0312206 | Time: 4833.77 ms [2021-07-25 23:20:39 main:574] : INFO : Epoch 1566 | loss: 0.0312227 | val_loss: 0.0312205 | Time: 4875.67 ms [2021-07-25 23:20:44 main:574] : INFO : Epoch 1567 | loss: 0.0312219 | val_loss: 0.0312193 | Time: 4843.61 ms [2021-07-25 23:20:48 main:574] : INFO : Epoch 1568 | loss: 0.0312212 | val_loss: 0.0312187 | Time: 4875.84 ms [2021-07-25 23:20:53 main:574] : INFO : Epoch 1569 | loss: 0.0312203 | val_loss: 0.031218 | Time: 4870.49 ms [2021-07-25 23:20:58 main:574] : INFO : Epoch 1570 | loss: 0.0312197 | val_loss: 0.0312176 | Time: 4756.24 ms [2021-07-25 23:21:03 main:574] : INFO : Epoch 1571 | loss: 0.0312186 | val_loss: 0.0312164 | Time: 4879.76 ms [2021-07-25 23:21:08 main:574] : INFO : Epoch 1572 | loss: 0.0312174 | val_loss: 0.0312158 | Time: 4817.04 ms [2021-07-25 23:21:13 main:574] : INFO : Epoch 1573 | loss: 0.0312167 | val_loss: 0.0312142 | Time: 4944.36 ms [2021-07-25 23:21:18 main:574] : INFO : Epoch 1574 | loss: 0.0312154 | val_loss: 0.0312132 | Time: 4940.19 ms [2021-07-25 23:21:23 main:574] : INFO : Epoch 1575 | loss: 0.0312147 | val_loss: 0.0312131 | Time: 4883.69 ms [2021-07-25 23:21:28 main:574] : INFO : Epoch 1576 | loss: 0.0312138 | val_loss: 0.031212 | Time: 4926.58 ms [2021-07-25 23:21:33 main:574] : INFO : Epoch 1577 | loss: 0.031213 | val_loss: 0.0312123 | Time: 4900.34 ms [2021-07-25 23:21:38 main:574] : INFO : Epoch 1578 | loss: 0.0312122 | val_loss: 0.0312112 | Time: 4929.04 ms [2021-07-25 23:21:43 main:574] : INFO : Epoch 1579 | loss: 0.0312112 | val_loss: 0.0312121 | Time: 4836.62 ms [2021-07-25 23:21:47 main:574] : INFO : Epoch 1580 | loss: 0.0312109 | val_loss: 0.0312104 | Time: 4896.45 ms [2021-07-25 23:21:52 main:574] : INFO : Epoch 1581 | loss: 0.0312104 | val_loss: 0.0312096 | Time: 4929 ms [2021-07-25 23:21:57 main:574] : INFO : Epoch 1582 | loss: 0.0312101 | val_loss: 0.0312098 | Time: 4874.49 ms [2021-07-25 23:22:02 main:574] : INFO : Epoch 1583 | loss: 0.03121 | val_loss: 0.0312088 | Time: 4895.61 ms [2021-07-25 23:22:07 main:574] : INFO : Epoch 1584 | loss: 0.0312087 | val_loss: 0.0312087 | Time: 4904.31 ms [2021-07-25 23:22:12 main:574] : INFO : Epoch 1585 | loss: 0.031209 | val_loss: 0.0312093 | Time: 4924.37 ms [2021-07-25 23:22:17 main:574] : INFO : Epoch 1586 | loss: 0.0312088 | val_loss: 0.0312118 | Time: 4880.33 ms [2021-07-25 23:22:22 main:574] : INFO : Epoch 1587 | loss: 0.031209 | val_loss: 0.0312079 | Time: 4888.71 ms [2021-07-25 23:22:27 main:574] : INFO : Epoch 1588 | loss: 0.0312088 | val_loss: 0.0312091 | Time: 4851.94 ms [2021-07-25 23:22:32 main:574] : INFO : Epoch 1589 | loss: 0.0312076 | val_loss: 0.0312071 | Time: 4914.86 ms [2021-07-25 23:22:37 main:574] : INFO : Epoch 1590 | loss: 0.0312074 | val_loss: 0.0312066 | Time: 4953.52 ms [2021-07-25 23:22:42 main:574] : INFO : Epoch 1591 | loss: 0.0312065 | val_loss: 0.031206 | Time: 4880 ms [2021-07-25 23:22:47 main:574] : INFO : Epoch 1592 | loss: 0.0312055 | val_loss: 0.0312061 | Time: 4880.57 ms [2021-07-25 23:22:52 main:574] : INFO : Epoch 1593 | loss: 0.0312058 | val_loss: 0.0312053 | Time: 4960.94 ms [2021-07-25 23:22:57 main:574] : INFO : Epoch 1594 | loss: 0.0312052 | val_loss: 0.0312073 | Time: 4887.21 ms [2021-07-25 23:23:01 main:574] : INFO : Epoch 1595 | loss: 0.0312065 | val_loss: 0.0312061 | Time: 4802.34 ms [2021-07-25 23:23:06 main:574] : INFO : Epoch 1596 | loss: 0.0312048 | val_loss: 0.0312102 | Time: 4911.76 ms [2021-07-25 23:23:11 main:574] : INFO : Epoch 1597 | loss: 0.0312069 | val_loss: 0.0312053 | Time: 4838.35 ms [2021-07-25 23:23:16 main:574] : INFO : Epoch 1598 | loss: 0.0312034 | val_loss: 0.0312027 | Time: 4842.6 ms [2021-07-25 23:23:21 main:574] : INFO : Epoch 1599 | loss: 0.0312018 | val_loss: 0.0312013 | Time: 4916.8 ms [2021-07-25 23:23:26 main:574] : INFO : Epoch 1600 | loss: 0.0312015 | val_loss: 0.0312024 | Time: 4948.72 ms [2021-07-25 23:23:31 main:574] : INFO : Epoch 1601 | loss: 0.0311997 | val_loss: 0.0311985 | Time: 4826.46 ms [2021-07-25 23:23:36 main:574] : INFO : Epoch 1602 | loss: 0.0311989 | val_loss: 0.0311992 | Time: 4915.03 ms [2021-07-25 23:23:41 main:574] : INFO : Epoch 1603 | loss: 0.0311983 | val_loss: 0.0311978 | Time: 4889.55 ms [2021-07-25 23:23:46 main:574] : INFO : Epoch 1604 | loss: 0.0311971 | val_loss: 0.0311971 | Time: 4819.21 ms [2021-07-25 23:23:51 main:574] : INFO : Epoch 1605 | loss: 0.0311966 | val_loss: 0.0311961 | Time: 4853.78 ms [2021-07-25 23:23:55 main:574] : INFO : Epoch 1606 | loss: 0.0311956 | val_loss: 0.0311975 | Time: 4915.88 ms [2021-07-25 23:24:00 main:574] : INFO : Epoch 1607 | loss: 0.0311951 | val_loss: 0.0311959 | Time: 4915.93 ms [2021-07-25 23:24:05 main:574] : INFO : Epoch 1608 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 4834.44 ms [2021-07-25 23:24:10 main:574] : INFO : Epoch 1609 | loss: 0.0311943 | val_loss: 0.0311957 | Time: 4908.09 ms [2021-07-25 23:24:15 main:574] : INFO : Epoch 1610 | loss: 0.0311941 | val_loss: 0.0311947 | Time: 4842.15 ms [2021-07-25 23:24:20 main:574] : INFO : Epoch 1611 | loss: 0.0311963 | val_loss: 0.0311951 | Time: 4893.86 ms [2021-07-25 23:24:25 main:574] : INFO : Epoch 1612 | loss: 0.0311968 | val_loss: 0.0311973 | Time: 4843.52 ms [2021-07-25 23:24:30 main:574] : INFO : Epoch 1613 | loss: 0.0311928 | val_loss: 0.0311944 | Time: 4938.99 ms [2021-07-25 23:24:35 main:574] : INFO : Epoch 1614 | loss: 0.0311917 | val_loss: 0.0311963 | Time: 4877.63 ms [2021-07-25 23:24:40 main:574] : INFO : Epoch 1615 | loss: 0.0311917 | val_loss: 0.0311944 | Time: 4828.72 ms [2021-07-25 23:24:45 main:574] : INFO : Epoch 1616 | loss: 0.0311911 | val_loss: 0.031193 | Time: 4842.53 ms [2021-07-25 23:24:49 main:574] : INFO : Epoch 1617 | loss: 0.0311903 | val_loss: 0.0311967 | Time: 4855.1 ms [2021-07-25 23:24:54 main:574] : INFO : Epoch 1618 | loss: 0.0311899 | val_loss: 0.0311931 | Time: 4896.72 ms [2021-07-25 23:24:59 main:574] : INFO : Epoch 1619 | loss: 0.0311899 | val_loss: 0.0311944 | Time: 4869.88 ms [2021-07-25 23:25:04 main:574] : INFO : Epoch 1620 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 4877.25 ms [2021-07-25 23:25:09 main:574] : INFO : Epoch 1621 | loss: 0.0311896 | val_loss: 0.031191 | Time: 4911.32 ms [2021-07-25 23:25:14 main:574] : INFO : Epoch 1622 | loss: 0.0311886 | val_loss: 0.0311904 | Time: 4920.82 ms [2021-07-25 23:25:19 main:574] : INFO : Epoch 1623 | loss: 0.031188 | val_loss: 0.031194 | Time: 4936.67 ms [2021-07-25 23:25:24 main:574] : INFO : Epoch 1624 | loss: 0.0311877 | val_loss: 0.0311896 | Time: 4882.2 ms [2021-07-25 23:25:29 main:574] : INFO : Epoch 1625 | loss: 0.0311866 | val_loss: 0.0311898 | Time: 4904.77 ms [2021-07-25 23:25:34 main:574] : INFO : Epoch 1626 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 4845.84 ms [2021-07-25 23:25:39 main:574] : INFO : Epoch 1627 | loss: 0.0311865 | val_loss: 0.0311894 | Time: 4907.83 ms [2021-07-25 23:25:44 main:574] : INFO : Epoch 1628 | loss: 0.0311877 | val_loss: 0.0311902 | Time: 4837.61 ms [2021-07-25 23:25:49 main:574] : INFO : Epoch 1629 | loss: 0.0311885 | val_loss: 0.0311881 | Time: 4837.72 ms [2021-07-25 23:25:53 main:574] : INFO : Epoch 1630 | loss: 0.0311902 | val_loss: 0.0311885 | Time: 4905.85 ms [2021-07-25 23:25:58 main:574] : INFO : Epoch 1631 | loss: 0.0311891 | val_loss: 0.0311898 | Time: 4880.86 ms [2021-07-25 23:26:03 main:574] : INFO : Epoch 1632 | loss: 0.0311842 | val_loss: 0.0311888 | Time: 4915.21 ms [2021-07-25 23:26:08 main:574] : INFO : Epoch 1633 | loss: 0.0311843 | val_loss: 0.0311878 | Time: 4891 ms [2021-07-25 23:26:13 main:574] : INFO : Epoch 1634 | loss: 0.0311857 | val_loss: 0.0311863 | Time: 4849.27 ms [2021-07-25 23:26:18 main:574] : INFO : Epoch 1635 | loss: 0.0311852 | val_loss: 0.031186 | Time: 4884.12 ms [2021-07-25 23:26:23 main:574] : INFO : Epoch 1636 | loss: 0.0311859 | val_loss: 0.0311876 | Time: 4858.04 ms [2021-07-25 23:26:28 main:574] : INFO : Epoch 1637 | loss: 0.0311871 | val_loss: 0.0311888 | Time: 4923.09 ms [2021-07-25 23:26:33 main:574] : INFO : Epoch 1638 | loss: 0.0311862 | val_loss: 0.0311877 | Time: 4914.84 ms [2021-07-25 23:26:38 main:574] : INFO : Epoch 1639 | loss: 0.0311862 | val_loss: 0.0311879 | Time: 4879.19 ms [2021-07-25 23:26:43 main:574] : INFO : Epoch 1640 | loss: 0.0311836 | val_loss: 0.0311865 | Time: 4706.91 ms [2021-07-25 23:26:47 main:574] : INFO : Epoch 1641 | loss: 0.0311848 | val_loss: 0.0311865 | Time: 4883.46 ms [2021-07-25 23:26:52 main:574] : INFO : Epoch 1642 | loss: 0.031184 | val_loss: 0.0311869 | Time: 4793.63 ms [2021-07-25 23:26:57 main:574] : INFO : Epoch 1643 | loss: 0.0311844 | val_loss: 0.0311903 | Time: 4772.93 ms [2021-07-25 23:27:02 main:574] : INFO : Epoch 1644 | loss: 0.0311835 | val_loss: 0.0311865 | Time: 4846.63 ms [2021-07-25 23:27:07 main:574] : INFO : Epoch 1645 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 4901.7 ms [2021-07-25 23:27:12 main:574] : INFO : Epoch 1646 | loss: 0.0311819 | val_loss: 0.0311871 | Time: 4932.7 ms [2021-07-25 23:27:17 main:574] : INFO : Epoch 1647 | loss: 0.0311822 | val_loss: 0.0311905 | Time: 4867.29 ms [2021-07-25 23:27:22 main:574] : INFO : Epoch 1648 | loss: 0.0311857 | val_loss: 0.0311962 | Time: 4892.97 ms [2021-07-25 23:27:27 main:574] : INFO : Epoch 1649 | loss: 0.0311844 | val_loss: 0.0311885 | Time: 4886.08 ms [2021-07-25 23:27:31 main:574] : INFO : Epoch 1650 | loss: 0.0311832 | val_loss: 0.0311875 | Time: 4895.94 ms [2021-07-25 23:27:36 main:574] : INFO : Epoch 1651 | loss: 0.0311826 | val_loss: 0.0311858 | Time: 4843.9 ms [2021-07-25 23:27:41 main:574] : INFO : Epoch 1652 | loss: 0.0311811 | val_loss: 0.0311882 | Time: 4815.54 ms [2021-07-25 23:27:46 main:574] : INFO : Epoch 1653 | loss: 0.0311826 | val_loss: 0.031186 | Time: 4878.96 ms [2021-07-25 23:27:51 main:574] : INFO : Epoch 1654 | loss: 0.0311807 | val_loss: 0.0311853 | Time: 4850.8 ms [2021-07-25 23:27:56 main:574] : INFO : Epoch 1655 | loss: 0.0311806 | val_loss: 0.0311848 | Time: 4844.67 ms [2021-07-25 23:28:01 main:574] : INFO : Epoch 1656 | loss: 0.0311796 | val_loss: 0.0311842 | Time: 4873.5 ms [2021-07-25 23:28:06 main:574] : INFO : Epoch 1657 | loss: 0.0311792 | val_loss: 0.0311861 | Time: 4841.83 ms [2021-07-25 23:28:11 main:574] : INFO : Epoch 1658 | loss: 0.031179 | val_loss: 0.0311836 | Time: 4831.05 ms [2021-07-25 23:28:15 main:574] : INFO : Epoch 1659 | loss: 0.0311783 | val_loss: 0.0311838 | Time: 4834.38 ms [2021-07-25 23:28:20 main:574] : INFO : Epoch 1660 | loss: 0.0311786 | val_loss: 0.031185 | Time: 4918.01 ms [2021-07-25 23:28:25 main:574] : INFO : Epoch 1661 | loss: 0.0311795 | val_loss: 0.0311876 | Time: 4834.49 ms [2021-07-25 23:28:30 main:574] : INFO : Epoch 1662 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 4878.33 ms [2021-07-25 23:28:35 main:574] : INFO : Epoch 1663 | loss: 0.0311794 | val_loss: 0.0311856 | Time: 4817.9 ms [2021-07-25 23:28:40 main:574] : INFO : Epoch 1664 | loss: 0.0311797 | val_loss: 0.0311854 | Time: 4834.5 ms [2021-07-25 23:28:45 main:574] : INFO : Epoch 1665 | loss: 0.0311769 | val_loss: 0.0311842 | Time: 4821.77 ms [2021-07-25 23:28:50 main:574] : INFO : Epoch 1666 | loss: 0.0311768 | val_loss: 0.0311827 | Time: 4880.91 ms [2021-07-25 23:28:55 main:574] : INFO : Epoch 1667 | loss: 0.0311768 | val_loss: 0.0311825 | Time: 4898.99 ms [2021-07-25 23:28:59 main:574] : INFO : Epoch 1668 | loss: 0.0311777 | val_loss: 0.0311817 | Time: 4875.94 ms [2021-07-25 23:29:04 main:574] : INFO : Epoch 1669 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 4891.97 ms [2021-07-25 23:29:09 main:574] : INFO : Epoch 1670 | loss: 0.0311805 | val_loss: 0.0311835 | Time: 4899.66 ms [2021-07-25 23:29:14 main:574] : INFO : Epoch 1671 | loss: 0.0311851 | val_loss: 0.0311913 | Time: 4936.68 ms [2021-07-25 23:29:19 main:574] : INFO : Epoch 1672 | loss: 0.0311786 | val_loss: 0.0311812 | Time: 4877.01 ms [2021-07-25 23:29:24 main:574] : INFO : Epoch 1673 | loss: 0.0311765 | val_loss: 0.031183 | Time: 4843.71 ms [2021-07-25 23:29:29 main:574] : INFO : Epoch 1674 | loss: 0.0311776 | val_loss: 0.0311866 | Time: 4908.26 ms [2021-07-25 23:29:34 main:574] : INFO : Epoch 1675 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 4878.93 ms [2021-07-25 23:29:39 main:574] : INFO : Epoch 1676 | loss: 0.0311769 | val_loss: 0.0311882 | Time: 4791.01 ms [2021-07-25 23:29:44 main:574] : INFO : Epoch 1677 | loss: 0.0311757 | val_loss: 0.0311826 | Time: 4886.14 ms [2021-07-25 23:29:49 main:574] : INFO : Epoch 1678 | loss: 0.0311748 | val_loss: 0.0311824 | Time: 4924.07 ms [2021-07-25 23:29:54 main:574] : INFO : Epoch 1679 | loss: 0.0311763 | val_loss: 0.0311814 | Time: 4879.78 ms [2021-07-25 23:29:58 main:574] : INFO : Epoch 1680 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 4917.36 ms [2021-07-25 23:30:03 main:574] : INFO : Epoch 1681 | loss: 0.0311796 | val_loss: 0.0311886 | Time: 4879.99 ms [2021-07-25 23:30:08 main:574] : INFO : Epoch 1682 | loss: 0.0311868 | val_loss: 0.0311861 | Time: 4916.44 ms [2021-07-25 23:30:13 main:574] : INFO : Epoch 1683 | loss: 0.0311825 | val_loss: 0.0311842 | Time: 4878.36 ms [2021-07-25 23:30:18 main:574] : INFO : Epoch 1684 | loss: 0.0311833 | val_loss: 0.0311836 | Time: 4879.5 ms [2021-07-25 23:30:23 main:574] : INFO : Epoch 1685 | loss: 0.0311808 | val_loss: 0.0311827 | Time: 4895.51 ms [2021-07-25 23:30:28 main:574] : INFO : Epoch 1686 | loss: 0.0311809 | val_loss: 0.0311877 | Time: 4878.98 ms [2021-07-25 23:30:33 main:574] : INFO : Epoch 1687 | loss: 0.0311799 | val_loss: 0.0311856 | Time: 4898.94 ms [2021-07-25 23:30:38 main:574] : INFO : Epoch 1688 | loss: 0.0311825 | val_loss: 0.0311863 | Time: 4885.84 ms [2021-07-25 23:30:43 main:574] : INFO : Epoch 1689 | loss: 0.0311828 | val_loss: 0.0311847 | Time: 4817.73 ms [2021-07-25 23:30:48 main:574] : INFO : Epoch 1690 | loss: 0.0311851 | val_loss: 0.0311846 | Time: 4890.96 ms [2021-07-25 23:30:53 main:574] : INFO : Epoch 1691 | loss: 0.0311833 | val_loss: 0.0311843 | Time: 4860.34 ms [2021-07-25 23:30:57 main:574] : INFO : Epoch 1692 | loss: 0.0311823 | val_loss: 0.0311843 | Time: 4919.74 ms [2021-07-25 23:31:02 main:574] : INFO : Epoch 1693 | loss: 0.0311826 | val_loss: 0.0311914 | Time: 4832.27 ms [2021-07-25 23:31:07 main:574] : INFO : Epoch 1694 | loss: 0.0311828 | val_loss: 0.0311833 | Time: 4859.83 ms [2021-07-25 23:31:12 main:574] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311857 | Time: 4888.07 ms [2021-07-25 23:31:17 main:574] : INFO : Epoch 1696 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 4927.47 ms [2021-07-25 23:31:22 main:574] : INFO : Epoch 1697 | loss: 0.03118 | val_loss: 0.0311845 | Time: 4842.18 ms [2021-07-25 23:31:27 main:574] : INFO : Epoch 1698 | loss: 0.0311817 | val_loss: 0.0311837 | Time: 4855.46 ms [2021-07-25 23:31:32 main:574] : INFO : Epoch 1699 | loss: 0.0311816 | val_loss: 0.0311842 | Time: 4839.19 ms [2021-07-25 23:31:37 main:574] : INFO : Epoch 1700 | loss: 0.0311807 | val_loss: 0.0311835 | Time: 4821.68 ms [2021-07-25 23:31:41 main:574] : INFO : Epoch 1701 | loss: 0.0311822 | val_loss: 0.031197 | Time: 4737.82 ms [2021-07-25 23:31:46 main:574] : INFO : Epoch 1702 | loss: 0.0311834 | val_loss: 0.0311831 | Time: 4778.09 ms [2021-07-25 23:31:51 main:574] : INFO : Epoch 1703 | loss: 0.0311797 | val_loss: 0.0311837 | Time: 4878.42 ms [2021-07-25 23:31:56 main:574] : INFO : Epoch 1704 | loss: 0.0311798 | val_loss: 0.0311839 | Time: 4939.91 ms [2021-07-25 23:32:01 main:574] : INFO : Epoch 1705 | loss: 0.0311778 | val_loss: 0.0311835 | Time: 4937.76 ms [2021-07-25 23:32:06 main:574] : INFO : Epoch 1706 | loss: 0.0311784 | val_loss: 0.0311864 | Time: 4920.65 ms [2021-07-25 23:32:11 main:574] : INFO : Epoch 1707 | loss: 0.0311798 | val_loss: 0.0311838 | Time: 4902.34 ms [2021-07-25 23:32:16 main:574] : INFO : Epoch 1708 | loss: 0.0311782 | val_loss: 0.0311853 | Time: 4892.67 ms [2021-07-25 23:32:21 main:574] : INFO : Epoch 1709 | loss: 0.0311777 | val_loss: 0.0311828 | Time: 4936.04 ms [2021-07-25 23:32:26 main:574] : INFO : Epoch 1710 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 4899.73 ms [2021-07-25 23:32:31 main:574] : INFO : Epoch 1711 | loss: 0.0311792 | val_loss: 0.0311831 | Time: 4898.15 ms [2021-07-25 23:32:36 main:574] : INFO : Epoch 1712 | loss: 0.0311767 | val_loss: 0.0311815 | Time: 4922.83 ms [2021-07-25 23:32:41 main:574] : INFO : Epoch 1713 | loss: 0.0311769 | val_loss: 0.0311825 | Time: 4921.16 ms [2021-07-25 23:32:46 main:574] : INFO : Epoch 1714 | loss: 0.0311759 | val_loss: 0.0311826 | Time: 4900.56 ms [2021-07-25 23:32:50 main:574] : INFO : Epoch 1715 | loss: 0.0311761 | val_loss: 0.0311819 | Time: 4874.07 ms [2021-07-25 23:32:55 main:574] : INFO : Epoch 1716 | loss: 0.0311768 | val_loss: 0.0311842 | Time: 4898.92 ms [2021-07-25 23:33:00 main:574] : INFO : Epoch 1717 | loss: 0.0311759 | val_loss: 0.0311824 | Time: 4906.17 ms [2021-07-25 23:33:05 main:574] : INFO : Epoch 1718 | loss: 0.0311758 | val_loss: 0.0311827 | Time: 4904.62 ms [2021-07-25 23:33:10 main:574] : INFO : Epoch 1719 | loss: 0.0311781 | val_loss: 0.0311824 | Time: 4884.9 ms [2021-07-25 23:33:15 main:574] : INFO : Epoch 1720 | loss: 0.031177 | val_loss: 0.031183 | Time: 4874.16 ms [2021-07-25 23:33:20 main:574] : INFO : Epoch 1721 | loss: 0.0311779 | val_loss: 0.0311818 | Time: 4913.12 ms [2021-07-25 23:33:25 main:574] : INFO : Epoch 1722 | loss: 0.0311763 | val_loss: 0.0311826 | Time: 4934.94 ms [2021-07-25 23:33:30 main:574] : INFO : Epoch 1723 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 4848.28 ms [2021-07-25 23:33:35 main:574] : INFO : Epoch 1724 | loss: 0.031175 | val_loss: 0.0311811 | Time: 4944.79 ms [2021-07-25 23:33:40 main:574] : INFO : Epoch 1725 | loss: 0.0311765 | val_loss: 0.0311822 | Time: 4854.1 ms [2021-07-25 23:33:45 main:574] : INFO : Epoch 1726 | loss: 0.0311748 | val_loss: 0.0311823 | Time: 4917.54 ms [2021-07-25 23:33:50 main:574] : INFO : Epoch 1727 | loss: 0.0311748 | val_loss: 0.0311811 | Time: 4908.99 ms [2021-07-25 23:33:55 main:574] : INFO : Epoch 1728 | loss: 0.0311759 | val_loss: 0.0311899 | Time: 4903.85 ms [2021-07-25 23:33:59 main:574] : INFO : Epoch 1729 | loss: 0.0311898 | val_loss: 0.0311909 | Time: 4903.29 ms [2021-07-25 23:34:04 main:574] : INFO : Epoch 1730 | loss: 0.0311867 | val_loss: 0.0311861 | Time: 4882.61 ms [2021-07-25 23:34:09 main:574] : INFO : Epoch 1731 | loss: 0.0311854 | val_loss: 0.0311892 | Time: 4867.57 ms [2021-07-25 23:34:14 main:574] : INFO : Epoch 1732 | loss: 0.0311942 | val_loss: 0.0311931 | Time: 4884.59 ms [2021-07-25 23:34:19 main:574] : INFO : Epoch 1733 | loss: 0.0311969 | val_loss: 0.0312011 | Time: 4864.23 ms [2021-07-25 23:34:24 main:574] : INFO : Epoch 1734 | loss: 0.0311942 | val_loss: 0.0311901 | Time: 4893.42 ms [2021-07-25 23:34:29 main:574] : INFO : Epoch 1735 | loss: 0.03119 | val_loss: 0.0311924 | Time: 4881.05 ms [2021-07-25 23:34:34 main:574] : INFO : Epoch 1736 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 4836.91 ms [2021-07-25 23:34:39 main:574] : INFO : Epoch 1737 | loss: 0.0311874 | val_loss: 0.031191 | Time: 4906.49 ms [2021-07-25 23:34:44 main:574] : INFO : Epoch 1738 | loss: 0.0311858 | val_loss: 0.0311917 | Time: 4823.69 ms [2021-07-25 23:34:49 main:574] : INFO : Epoch 1739 | loss: 0.0311861 | val_loss: 0.0311938 | Time: 4850.99 ms [2021-07-25 23:34:53 main:574] : INFO : Epoch 1740 | loss: 0.0311875 | val_loss: 0.0311936 | Time: 4846.76 ms [2021-07-25 23:34:58 main:574] : INFO : Epoch 1741 | loss: 0.0311875 | val_loss: 0.0311936 | Time: 4867.18 ms [2021-07-25 23:35:03 main:574] : INFO : Epoch 1742 | loss: 0.0311839 | val_loss: 0.0311922 | Time: 4870.8 ms [2021-07-25 23:35:08 main:574] : INFO : Epoch 1743 | loss: 0.0311827 | val_loss: 0.0311915 | Time: 4887.09 ms [2021-07-25 23:35:13 main:574] : INFO : Epoch 1744 | loss: 0.0311822 | val_loss: 0.0311906 | Time: 4874.16 ms [2021-07-25 23:35:18 main:574] : INFO : Epoch 1745 | loss: 0.0311822 | val_loss: 0.0311924 | Time: 4879.21 ms [2021-07-25 23:35:23 main:574] : INFO : Epoch 1746 | loss: 0.0311854 | val_loss: 0.0311934 | Time: 4882.65 ms [2021-07-25 23:35:28 main:574] : INFO : Epoch 1747 | loss: 0.0311845 | val_loss: 0.0311906 | Time: 4882.16 ms [2021-07-25 23:35:33 main:574] : INFO : Epoch 1748 | loss: 0.0311856 | val_loss: 0.0311979 | Time: 4924.95 ms [2021-07-25 23:35:38 main:574] : INFO : Epoch 1749 | loss: 0.0311836 | val_loss: 0.0311909 | Time: 4928.31 ms [2021-07-25 23:35:43 main:574] : INFO : Epoch 1750 | loss: 0.0311828 | val_loss: 0.0311905 | Time: 4829.87 ms [2021-07-25 23:35:48 main:574] : INFO : Epoch 1751 | loss: 0.0311826 | val_loss: 0.0311918 | Time: 4863.17 ms [2021-07-25 23:35:52 main:574] : INFO : Epoch 1752 | loss: 0.0311816 | val_loss: 0.0311889 | Time: 4856.26 ms [2021-07-25 23:35:57 main:574] : INFO : Epoch 1753 | loss: 0.0311809 | val_loss: 0.031189 | Time: 4866.89 ms [2021-07-25 23:36:02 main:574] : INFO : Epoch 1754 | loss: 0.0311821 | val_loss: 0.0311915 | Time: 4892.13 ms [2021-07-25 23:36:07 main:574] : INFO : Epoch 1755 | loss: 0.0311887 | val_loss: 0.0311907 | Time: 4871.45 ms [2021-07-25 23:36:12 main:574] : INFO : Epoch 1756 | loss: 0.0311896 | val_loss: 0.03119 | Time: 4905.4 ms [2021-07-25 23:36:17 main:574] : INFO : Epoch 1757 | loss: 0.0311889 | val_loss: 0.0311902 | Time: 4909.2 ms [2021-07-25 23:36:22 main:574] : INFO : Epoch 1758 | loss: 0.0311899 | val_loss: 0.0311961 | Time: 4907.65 ms [2021-07-25 23:36:27 main:574] : INFO : Epoch 1759 | loss: 0.0311898 | val_loss: 0.0311948 | Time: 4905.15 ms [2021-07-25 23:36:32 main:574] : INFO : Epoch 1760 | loss: 0.0311865 | val_loss: 0.0311912 | Time: 4889.47 ms [2021-07-25 23:36:37 main:574] : INFO : Epoch 1761 | loss: 0.0311857 | val_loss: 0.0311884 | Time: 4918.5 ms [2021-07-25 23:36:42 main:574] : INFO : Epoch 1762 | loss: 0.0311869 | val_loss: 0.0311999 | Time: 4893.9 ms [2021-07-25 23:36:47 main:574] : INFO : Epoch 1763 | loss: 0.0311898 | val_loss: 0.0311879 | Time: 4879.88 ms [2021-07-25 23:36:52 main:574] : INFO : Epoch 1764 | loss: 0.0311859 | val_loss: 0.0311927 | Time: 4923.19 ms [2021-07-25 23:36:57 main:574] : INFO : Epoch 1765 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 4872.23 ms [2021-07-25 23:37:01 main:574] : INFO : Epoch 1766 | loss: 0.0311836 | val_loss: 0.0311877 | Time: 4874.81 ms [2021-07-25 23:37:06 main:574] : INFO : Epoch 1767 | loss: 0.0311828 | val_loss: 0.0311874 | Time: 4767.72 ms [2021-07-25 23:37:11 main:574] : INFO : Epoch 1768 | loss: 0.0311833 | val_loss: 0.0311867 | Time: 4903.22 ms [2021-07-25 23:37:16 main:574] : INFO : Epoch 1769 | loss: 0.0311823 | val_loss: 0.0311868 | Time: 4864.64 ms [2021-07-25 23:37:21 main:574] : INFO : Epoch 1770 | loss: 0.0311827 | val_loss: 0.0311885 | Time: 4836.71 ms [2021-07-25 23:37:26 main:574] : INFO : Epoch 1771 | loss: 0.0311825 | val_loss: 0.0311883 | Time: 4827.99 ms [2021-07-25 23:37:31 main:574] : INFO : Epoch 1772 | loss: 0.0311836 | val_loss: 0.0311887 | Time: 4887.04 ms [2021-07-25 23:37:36 main:574] : INFO : Epoch 1773 | loss: 0.0311836 | val_loss: 0.0311878 | Time: 4965.8 ms [2021-07-25 23:37:41 main:574] : INFO : Epoch 1774 | loss: 0.0311829 | val_loss: 0.0311885 | Time: 4975.16 ms [2021-07-25 23:37:46 main:574] : INFO : Epoch 1775 | loss: 0.0311819 | val_loss: 0.0311903 | Time: 4880.42 ms [2021-07-25 23:37:51 main:574] : INFO : Epoch 1776 | loss: 0.0311845 | val_loss: 0.0311904 | Time: 4873.99 ms [2021-07-25 23:37:55 main:574] : INFO : Epoch 1777 | loss: 0.0311807 | val_loss: 0.0311877 | Time: 4834.54 ms [2021-07-25 23:38:00 main:574] : INFO : Epoch 1778 | loss: 0.0311802 | val_loss: 0.031188 | Time: 4819.64 ms [2021-07-25 23:38:05 main:574] : INFO : Epoch 1779 | loss: 0.0311796 | val_loss: 0.0311882 | Time: 4870.04 ms [2021-07-25 23:38:10 main:574] : INFO : Epoch 1780 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 4856.22 ms [2021-07-25 23:38:15 main:574] : INFO : Epoch 1781 | loss: 0.0311816 | val_loss: 0.0311874 | Time: 4948.93 ms [2021-07-25 23:38:20 main:574] : INFO : Epoch 1782 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 4767.06 ms [2021-07-25 23:38:25 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.031188 | Time: 4967.97 ms [2021-07-25 23:38:30 main:574] : INFO : Epoch 1784 | loss: 0.0311813 | val_loss: 0.0311899 | Time: 4845.01 ms [2021-07-25 23:38:35 main:574] : INFO : Epoch 1785 | loss: 0.0311812 | val_loss: 0.0311893 | Time: 4935.2 ms [2021-07-25 23:38:40 main:574] : INFO : Epoch 1786 | loss: 0.0311814 | val_loss: 0.0311871 | Time: 4874.7 ms [2021-07-25 23:38:45 main:574] : INFO : Epoch 1787 | loss: 0.0311823 | val_loss: 0.0311881 | Time: 4848.45 ms [2021-07-25 23:38:49 main:574] : INFO : Epoch 1788 | loss: 0.0311822 | val_loss: 0.0311916 | Time: 4838.22 ms [2021-07-25 23:38:54 main:574] : INFO : Epoch 1789 | loss: 0.0311813 | val_loss: 0.0311865 | Time: 4818.59 ms [2021-07-25 23:38:59 main:574] : INFO : Epoch 1790 | loss: 0.0311802 | val_loss: 0.0311869 | Time: 4947.47 ms [2021-07-25 23:39:04 main:574] : INFO : Epoch 1791 | loss: 0.0311813 | val_loss: 0.0311905 | Time: 4840.85 ms [2021-07-25 23:39:09 main:574] : INFO : Epoch 1792 | loss: 0.0311807 | val_loss: 0.0311875 | Time: 4796.69 ms [2021-07-25 23:39:14 main:574] : INFO : Epoch 1793 | loss: 0.0311805 | val_loss: 0.0311869 | Time: 4781.51 ms [2021-07-25 23:39:19 main:574] : INFO : Epoch 1794 | loss: 0.0311812 | val_loss: 0.031186 | Time: 4838.19 ms [2021-07-25 23:39:23 main:574] : INFO : Epoch 1795 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 4861.65 ms [2021-07-25 23:39:28 main:574] : INFO : Epoch 1796 | loss: 0.0311795 | val_loss: 0.0311868 | Time: 4827.25 ms [2021-07-25 23:39:33 main:574] : INFO : Epoch 1797 | loss: 0.0311789 | val_loss: 0.0311933 | Time: 4850.06 ms [2021-07-25 23:39:38 main:574] : INFO : Epoch 1798 | loss: 0.0311835 | val_loss: 0.0311871 | Time: 4824.44 ms [2021-07-25 23:39:43 main:574] : INFO : Epoch 1799 | loss: 0.0311785 | val_loss: 0.0311872 | Time: 4828.24 ms [2021-07-25 23:39:48 main:574] : INFO : Epoch 1800 | loss: 0.031178 | val_loss: 0.0311877 | Time: 4826.63 ms [2021-07-25 23:39:53 main:574] : INFO : Epoch 1801 | loss: 0.0311764 | val_loss: 0.0311859 | Time: 4850.37 ms [2021-07-25 23:39:58 main:574] : INFO : Epoch 1802 | loss: 0.0311767 | val_loss: 0.0311895 | Time: 4834.46 ms [2021-07-25 23:40:02 main:574] : INFO : Epoch 1803 | loss: 0.0311788 | val_loss: 0.0311885 | Time: 4794.44 ms [2021-07-25 23:40:07 main:574] : INFO : Epoch 1804 | loss: 0.0311778 | val_loss: 0.0311877 | Time: 4829.62 ms [2021-07-25 23:40:12 main:574] : INFO : Epoch 1805 | loss: 0.0311773 | val_loss: 0.0311874 | Time: 4866.03 ms [2021-07-25 23:40:17 main:574] : INFO : Epoch 1806 | loss: 0.0311777 | val_loss: 0.0311887 | Time: 4863.91 ms [2021-07-25 23:40:22 main:574] : INFO : Epoch 1807 | loss: 0.0311771 | val_loss: 0.0311893 | Time: 4797.02 ms [2021-07-25 23:40:27 main:574] : INFO : Epoch 1808 | loss: 0.0311782 | val_loss: 0.0311873 | Time: 4737.22 ms [2021-07-25 23:40:31 main:574] : INFO : Epoch 1809 | loss: 0.031176 | val_loss: 0.0311909 | Time: 4754.64 ms [2021-07-25 23:40:36 main:574] : INFO : Epoch 1810 | loss: 0.0311789 | val_loss: 0.0311865 | Time: 4807.17 ms [2021-07-25 23:40:41 main:574] : INFO : Epoch 1811 | loss: 0.0311761 | val_loss: 0.0311893 | Time: 4823.84 ms [2021-07-25 23:40:46 main:574] : INFO : Epoch 1812 | loss: 0.0311764 | val_loss: 0.0311873 | Time: 4860.08 ms [2021-07-25 23:40:51 main:574] : INFO : Epoch 1813 | loss: 0.0311765 | val_loss: 0.0311882 | Time: 4835.74 ms [2021-07-25 23:40:56 main:574] : INFO : Epoch 1814 | loss: 0.0311757 | val_loss: 0.0311873 | Time: 4833.01 ms [2021-07-25 23:41:01 main:574] : INFO : Epoch 1815 | loss: 0.0311754 | val_loss: 0.0311862 | Time: 4809.52 ms [2021-07-25 23:41:05 main:574] : INFO : Epoch 1816 | loss: 0.0311749 | val_loss: 0.0311911 | Time: 4826.14 ms [2021-07-25 23:41:10 main:574] : INFO : Epoch 1817 | loss: 0.0311798 | val_loss: 0.0311876 | Time: 4941.13 ms [2021-07-25 23:41:15 main:574] : INFO : Epoch 1818 | loss: 0.031178 | val_loss: 0.0311892 | Time: 4784.13 ms [2021-07-25 23:41:20 main:574] : INFO : Epoch 1819 | loss: 0.0311778 | val_loss: 0.0311864 | Time: 4803 ms [2021-07-25 23:41:25 main:574] : INFO : Epoch 1820 | loss: 0.031184 | val_loss: 0.0311913 | Time: 4834.74 ms [2021-07-25 23:41:30 main:574] : INFO : Epoch 1821 | loss: 0.0311798 | val_loss: 0.0311869 | Time: 4827.76 ms [2021-07-25 23:41:35 main:574] : INFO : Epoch 1822 | loss: 0.0311766 | val_loss: 0.0311866 | Time: 4851.83 ms [2021-07-25 23:41:39 main:574] : INFO : Epoch 1823 | loss: 0.031175 | val_loss: 0.0311853 | Time: 4795.58 ms [2021-07-25 23:41:44 main:574] : INFO : Epoch 1824 | loss: 0.0311747 | val_loss: 0.0311856 | Time: 4846.93 ms [2021-07-25 23:41:49 main:574] : INFO : Epoch 1825 | loss: 0.0311754 | val_loss: 0.0311922 | Time: 4833.62 ms [2021-07-25 23:41:54 main:574] : INFO : Epoch 1826 | loss: 0.0311798 | val_loss: 0.0311888 | Time: 4800.34 ms [2021-07-25 23:41:59 main:574] : INFO : Epoch 1827 | loss: 0.0311777 | val_loss: 0.0311859 | Time: 4813.36 ms [2021-07-25 23:42:04 main:574] : INFO : Epoch 1828 | loss: 0.0311744 | val_loss: 0.0311893 | Time: 4838.57 ms [2021-07-25 23:42:09 main:574] : INFO : Epoch 1829 | loss: 0.0311752 | val_loss: 0.0311868 | Time: 4774.78 ms [2021-07-25 23:42:14 main:574] : INFO : Epoch 1830 | loss: 0.0311738 | val_loss: 0.0311855 | Time: 4920.08 ms [2021-07-25 23:42:18 main:574] : INFO : Epoch 1831 | loss: 0.0311734 | val_loss: 0.0311877 | Time: 4763.27 ms [2021-07-25 23:42:23 main:574] : INFO : Epoch 1832 | loss: 0.0311745 | val_loss: 0.0311893 | Time: 4793.64 ms [2021-07-25 23:42:28 main:574] : INFO : Epoch 1833 | loss: 0.0311747 | val_loss: 0.0311859 | Time: 4847.11 ms [2021-07-25 23:42:33 main:574] : INFO : Epoch 1834 | loss: 0.031173 | val_loss: 0.031187 | Time: 4794.35 ms [2021-07-25 23:42:38 main:574] : INFO : Epoch 1835 | loss: 0.0311739 | val_loss: 0.0311876 | Time: 4770.84 ms [2021-07-25 23:42:43 main:574] : INFO : Epoch 1836 | loss: 0.0311772 | val_loss: 0.0311879 | Time: 4990.11 ms [2021-07-25 23:42:48 main:574] : INFO : Epoch 1837 | loss: 0.0311785 | val_loss: 0.0311933 | Time: 4940.71 ms [2021-07-25 23:42:53 main:574] : INFO : Epoch 1838 | loss: 0.0311756 | val_loss: 0.0311858 | Time: 4827.22 ms [2021-07-25 23:42:57 main:574] : INFO : Epoch 1839 | loss: 0.0311742 | val_loss: 0.0311839 | Time: 4863.12 ms [2021-07-25 23:43:02 main:574] : INFO : Epoch 1840 | loss: 0.0311761 | val_loss: 0.0311863 | Time: 4712.1 ms [2021-07-25 23:43:07 main:574] : INFO : Epoch 1841 | loss: 0.0311785 | val_loss: 0.0311928 | Time: 4783.65 ms [2021-07-25 23:43:12 main:574] : INFO : Epoch 1842 | loss: 0.0311806 | val_loss: 0.0311857 | Time: 4713.46 ms [2021-07-25 23:43:16 main:574] : INFO : Epoch 1843 | loss: 0.0311777 | val_loss: 0.0311862 | Time: 4709.19 ms [2021-07-25 23:43:21 main:574] : INFO : Epoch 1844 | loss: 0.0311778 | val_loss: 0.0311871 | Time: 4844.34 ms [2021-07-25 23:43:26 main:574] : INFO : Epoch 1845 | loss: 0.0311772 | val_loss: 0.0311933 | Time: 4838.22 ms [2021-07-25 23:43:31 main:574] : INFO : Epoch 1846 | loss: 0.031179 | val_loss: 0.0311844 | Time: 4857.53 ms [2021-07-25 23:43:36 main:574] : INFO : Epoch 1847 | loss: 0.0311763 | val_loss: 0.0311865 | Time: 4763.56 ms [2021-07-25 23:43:41 main:574] : INFO : Epoch 1848 | loss: 0.0311757 | val_loss: 0.0311837 | Time: 4906.14 ms [2021-07-25 23:43:46 main:574] : INFO : Epoch 1849 | loss: 0.0311761 | val_loss: 0.0311844 | Time: 4834.22 ms [2021-07-25 23:43:51 main:574] : INFO : Epoch 1850 | loss: 0.0311761 | val_loss: 0.031184 | Time: 4903.98 ms [2021-07-25 23:43:55 main:574] : INFO : Epoch 1851 | loss: 0.031174 | val_loss: 0.0311832 | Time: 4714.22 ms [2021-07-25 23:44:00 main:574] : INFO : Epoch 1852 | loss: 0.031173 | val_loss: 0.0311836 | Time: 4791.39 ms [2021-07-25 23:44:05 main:574] : INFO : Epoch 1853 | loss: 0.0311761 | val_loss: 0.031187 | Time: 4782.73 ms [2021-07-25 23:44:10 main:574] : INFO : Epoch 1854 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 4814.35 ms [2021-07-25 23:44:15 main:574] : INFO : Epoch 1855 | loss: 0.0311771 | val_loss: 0.0311879 | Time: 4843.96 ms [2021-07-25 23:44:20 main:574] : INFO : Epoch 1856 | loss: 0.0311762 | val_loss: 0.0311925 | Time: 4793.42 ms [2021-07-25 23:44:25 main:574] : INFO : Epoch 1857 | loss: 0.0311764 | val_loss: 0.0311862 | Time: 4793.5 ms [2021-07-25 23:44:29 main:574] : INFO : Epoch 1858 | loss: 0.031174 | val_loss: 0.0311856 | Time: 4859.12 ms [2021-07-25 23:44:34 main:574] : INFO : Epoch 1859 | loss: 0.0311722 | val_loss: 0.0311841 | Time: 4825.44 ms [2021-07-25 23:44:39 main:574] : INFO : Epoch 1860 | loss: 0.0311741 | val_loss: 0.0311857 | Time: 4822.72 ms [2021-07-25 23:44:44 main:574] : INFO : Epoch 1861 | loss: 0.0311749 | val_loss: 0.0311828 | Time: 4762.58 ms [2021-07-25 23:44:49 main:574] : INFO : Epoch 1862 | loss: 0.0311724 | val_loss: 0.0311831 | Time: 4841.89 ms [2021-07-25 23:44:54 main:574] : INFO : Epoch 1863 | loss: 0.0311712 | val_loss: 0.0311882 | Time: 4831.8 ms [2021-07-25 23:44:58 main:574] : INFO : Epoch 1864 | loss: 0.031174 | val_loss: 0.0311845 | Time: 4702.86 ms [2021-07-25 23:45:03 main:574] : INFO : Epoch 1865 | loss: 0.0311734 | val_loss: 0.0311861 | Time: 4800.63 ms [2021-07-25 23:45:08 main:574] : INFO : Epoch 1866 | loss: 0.0311738 | val_loss: 0.0311854 | Time: 4783.49 ms [2021-07-25 23:45:13 main:574] : INFO : Epoch 1867 | loss: 0.0311725 | val_loss: 0.0311831 | Time: 4859.32 ms [2021-07-25 23:45:18 main:574] : INFO : Epoch 1868 | loss: 0.0311726 | val_loss: 0.0311837 | Time: 4876.45 ms [2021-07-25 23:45:23 main:574] : INFO : Epoch 1869 | loss: 0.0311725 | val_loss: 0.0311834 | Time: 4862.78 ms [2021-07-25 23:45:28 main:574] : INFO : Epoch 1870 | loss: 0.0311722 | val_loss: 0.0311881 | Time: 4794.52 ms [2021-07-25 23:45:32 main:574] : INFO : Epoch 1871 | loss: 0.0311721 | val_loss: 0.0311825 | Time: 4863.75 ms [2021-07-25 23:45:37 main:574] : INFO : Epoch 1872 | loss: 0.0311723 | val_loss: 0.0311837 | Time: 4802.21 ms [2021-07-25 23:45:42 main:574] : INFO : Epoch 1873 | loss: 0.0311714 | val_loss: 0.0311827 | Time: 4853.88 ms [2021-07-25 23:45:47 main:574] : INFO : Epoch 1874 | loss: 0.0311728 | val_loss: 0.0311917 | Time: 4895.05 ms [2021-07-25 23:45:52 main:574] : INFO : Epoch 1875 | loss: 0.0311728 | val_loss: 0.0311854 | Time: 4829.21 ms [2021-07-25 23:45:57 main:574] : INFO : Epoch 1876 | loss: 0.0311719 | val_loss: 0.0311833 | Time: 4825.16 ms [2021-07-25 23:46:02 main:574] : INFO : Epoch 1877 | loss: 0.0311701 | val_loss: 0.0311854 | Time: 4825.9 ms [2021-07-25 23:46:07 main:574] : INFO : Epoch 1878 | loss: 0.0311725 | val_loss: 0.0311864 | Time: 4848.26 ms [2021-07-25 23:46:11 main:574] : INFO : Epoch 1879 | loss: 0.0311741 | val_loss: 0.0311873 | Time: 4834.63 ms [2021-07-25 23:46:16 main:574] : INFO : Epoch 1880 | loss: 0.031173 | val_loss: 0.0311831 | Time: 4884.84 ms [2021-07-25 23:46:21 main:574] : INFO : Epoch 1881 | loss: 0.0311719 | val_loss: 0.0311842 | Time: 4813.27 ms [2021-07-25 23:46:26 main:574] : INFO : Epoch 1882 | loss: 0.031175 | val_loss: 0.0311893 | Time: 4788.08 ms [2021-07-25 23:46:31 main:574] : INFO : Epoch 1883 | loss: 0.0311723 | val_loss: 0.0311864 | Time: 4884.36 ms [2021-07-25 23:46:36 main:574] : INFO : Epoch 1884 | loss: 0.031172 | val_loss: 0.0311866 | Time: 4937.42 ms [2021-07-25 23:46:41 main:574] : INFO : Epoch 1885 | loss: 0.0311734 | val_loss: 0.0311835 | Time: 4755.16 ms [2021-07-25 23:46:46 main:574] : INFO : Epoch 1886 | loss: 0.0311731 | val_loss: 0.0311844 | Time: 4834.57 ms [2021-07-25 23:46:51 main:574] : INFO : Epoch 1887 | loss: 0.0311718 | val_loss: 0.0311844 | Time: 4851.86 ms [2021-07-25 23:46:55 main:574] : INFO : Epoch 1888 | loss: 0.0311708 | val_loss: 0.0311842 | Time: 4863.78 ms [2021-07-25 23:47:00 main:574] : INFO : Epoch 1889 | loss: 0.0311748 | val_loss: 0.0311855 | Time: 4838.74 ms [2021-07-25 23:47:05 main:574] : INFO : Epoch 1890 | loss: 0.0311747 | val_loss: 0.0311852 | Time: 4829.72 ms [2021-07-25 23:47:10 main:574] : INFO : Epoch 1891 | loss: 0.0311744 | val_loss: 0.0311852 | Time: 4837 ms [2021-07-25 23:47:15 main:574] : INFO : Epoch 1892 | loss: 0.0311754 | val_loss: 0.0311863 | Time: 4766.11 ms [2021-07-25 23:47:20 main:574] : INFO : Epoch 1893 | loss: 0.0311746 | val_loss: 0.0311843 | Time: 4825.48 ms [2021-07-25 23:47:25 main:574] : INFO : Epoch 1894 | loss: 0.031173 | val_loss: 0.0311873 | Time: 4842.17 ms [2021-07-25 23:47:29 main:574] : INFO : Epoch 1895 | loss: 0.031175 | val_loss: 0.0311859 | Time: 4818.81 ms [2021-07-25 23:47:34 main:574] : INFO : Epoch 1896 | loss: 0.031174 | val_loss: 0.0311842 | Time: 4828.85 ms [2021-07-25 23:47:39 main:574] : INFO : Epoch 1897 | loss: 0.0311746 | val_loss: 0.0311855 | Time: 4861.69 ms [2021-07-25 23:47:44 main:574] : INFO : Epoch 1898 | loss: 0.0311748 | val_loss: 0.0311862 | Time: 4790.81 ms [2021-07-25 23:47:49 main:574] : INFO : Epoch 1899 | loss: 0.0311747 | val_loss: 0.031187 | Time: 4809.18 ms [2021-07-25 23:47:54 main:574] : INFO : Epoch 1900 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 4789.86 ms [2021-07-25 23:47:59 main:574] : INFO : Epoch 1901 | loss: 0.0311749 | val_loss: 0.0311866 | Time: 4701.45 ms [2021-07-25 23:48:03 main:574] : INFO : Epoch 1902 | loss: 0.0311729 | val_loss: 0.0311863 | Time: 4801.2 ms [2021-07-25 23:48:08 main:574] : INFO : Epoch 1903 | loss: 0.0311733 | val_loss: 0.0311879 | Time: 4778.44 ms [2021-07-25 23:48:13 main:574] : INFO : Epoch 1904 | loss: 0.0311728 | val_loss: 0.0311867 | Time: 4757.6 ms [2021-07-25 23:48:18 main:574] : INFO : Epoch 1905 | loss: 0.031176 | val_loss: 0.031199 | Time: 4840.94 ms [2021-07-25 23:48:23 main:574] : INFO : Epoch 1906 | loss: 0.031177 | val_loss: 0.0311895 | Time: 4854.16 ms [2021-07-25 23:48:28 main:574] : INFO : Epoch 1907 | loss: 0.0311741 | val_loss: 0.0311843 | Time: 4792.38 ms [2021-07-25 23:48:32 main:574] : INFO : Epoch 1908 | loss: 0.0311733 | val_loss: 0.0311902 | Time: 4802.64 ms [2021-07-25 23:48:37 main:574] : INFO : Epoch 1909 | loss: 0.0311725 | val_loss: 0.0311876 | Time: 4859.21 ms [2021-07-25 23:48:42 main:574] : INFO : Epoch 1910 | loss: 0.0311702 | val_loss: 0.0311868 | Time: 4757.14 ms [2021-07-25 23:48:47 main:574] : INFO : Epoch 1911 | loss: 0.0311719 | val_loss: 0.0311854 | Time: 4733.44 ms [2021-07-25 23:48:52 main:574] : INFO : Epoch 1912 | loss: 0.0311704 | val_loss: 0.0311866 | Time: 4830.49 ms [2021-07-25 23:48:56 main:574] : INFO : Epoch 1913 | loss: 0.0311722 | val_loss: 0.0311842 | Time: 4715.73 ms [2021-07-25 23:49:01 main:574] : INFO : Epoch 1914 | loss: 0.0311743 | val_loss: 0.0311846 | Time: 4617.76 ms [2021-07-25 23:49:06 main:574] : INFO : Epoch 1915 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 4749.82 ms [2021-07-25 23:49:11 main:574] : INFO : Epoch 1916 | loss: 0.0311717 | val_loss: 0.0311888 | Time: 4795.89 ms [2021-07-25 23:49:16 main:574] : INFO : Epoch 1917 | loss: 0.0311813 | val_loss: 0.0311932 | Time: 4747.88 ms [2021-07-25 23:49:20 main:574] : INFO : Epoch 1918 | loss: 0.0312006 | val_loss: 0.0312132 | Time: 4853.95 ms [2021-07-25 23:49:25 main:574] : INFO : Epoch 1919 | loss: 0.0312209 | val_loss: 0.031218 | Time: 4805.11 ms [2021-07-25 23:49:30 main:574] : INFO : Epoch 1920 | loss: 0.0312198 | val_loss: 0.0312197 | Time: 4855.04 ms [2021-07-25 23:49:35 main:574] : INFO : Epoch 1921 | loss: 0.0312175 | val_loss: 0.0312176 | Time: 4850.53 ms [2021-07-25 23:49:40 main:574] : INFO : Epoch 1922 | loss: 0.0312165 | val_loss: 0.031217 | Time: 4894.87 ms [2021-07-25 23:49:45 main:574] : INFO : Epoch 1923 | loss: 0.0312149 | val_loss: 0.0312153 | Time: 4860.87 ms [2021-07-25 23:49:50 main:574] : INFO : Epoch 1924 | loss: 0.0312149 | val_loss: 0.031214 | Time: 4792.43 ms [2021-07-25 23:49:54 main:574] : INFO : Epoch 1925 | loss: 0.0312128 | val_loss: 0.0312115 | Time: 4795.28 ms [2021-07-25 23:49:59 main:574] : INFO : Epoch 1926 | loss: 0.0312108 | val_loss: 0.03121 | Time: 4941.15 ms [2021-07-25 23:50:04 main:574] : INFO : Epoch 1927 | loss: 0.0312093 | val_loss: 0.0312093 | Time: 4805.03 ms [2021-07-25 23:50:09 main:574] : INFO : Epoch 1928 | loss: 0.0312092 | val_loss: 0.0312101 | Time: 4834.47 ms [2021-07-25 23:50:14 main:574] : INFO : Epoch 1929 | loss: 0.0312092 | val_loss: 0.0312153 | Time: 4789.34 ms [2021-07-25 23:50:19 main:574] : INFO : Epoch 1930 | loss: 0.031207 | val_loss: 0.0312084 | Time: 4799.42 ms [2021-07-25 23:50:24 main:574] : INFO : Epoch 1931 | loss: 0.0312014 | val_loss: 0.0312012 | Time: 4735.8 ms [2021-07-25 23:50:28 main:574] : INFO : Epoch 1932 | loss: 0.0311993 | val_loss: 0.0312018 | Time: 4772.45 ms [2021-07-25 23:50:34 main:574] : INFO : Epoch 1933 | loss: 0.0311981 | val_loss: 0.0312015 | Time: 5003.36 ms [2021-07-25 23:50:38 main:574] : INFO : Epoch 1934 | loss: 0.031197 | val_loss: 0.0312021 | Time: 4824.73 ms [2021-07-25 23:50:43 main:574] : INFO : Epoch 1935 | loss: 0.0311965 | val_loss: 0.0312009 | Time: 4773.61 ms [2021-07-25 23:50:48 main:574] : INFO : Epoch 1936 | loss: 0.0311958 | val_loss: 0.0312016 | Time: 4790.4 ms [2021-07-25 23:50:53 main:574] : INFO : Epoch 1937 | loss: 0.0311961 | val_loss: 0.0312015 | Time: 4738.1 ms [2021-07-25 23:50:58 main:574] : INFO : Epoch 1938 | loss: 0.0311952 | val_loss: 0.0312009 | Time: 4789.64 ms [2021-07-25 23:51:03 main:574] : INFO : Epoch 1939 | loss: 0.0311948 | val_loss: 0.0312038 | Time: 4853.92 ms [2021-07-25 23:51:07 main:574] : INFO : Epoch 1940 | loss: 0.0311954 | val_loss: 0.0312026 | Time: 4807.92 ms [2021-07-25 23:51:12 main:574] : INFO : Epoch 1941 | loss: 0.031194 | val_loss: 0.0312049 | Time: 4840.1 ms [2021-07-25 23:51:17 main:574] : INFO : Epoch 1942 | loss: 0.0311933 | val_loss: 0.0312013 | Time: 4911.78 ms [2021-07-25 23:51:22 main:574] : INFO : Epoch 1943 | loss: 0.0311925 | val_loss: 0.0312013 | Time: 4796.98 ms [2021-07-25 23:51:27 main:574] : INFO : Epoch 1944 | loss: 0.031193 | val_loss: 0.0312012 | Time: 4875.11 ms [2021-07-25 23:51:32 main:574] : INFO : Epoch 1945 | loss: 0.0311924 | val_loss: 0.0312011 | Time: 4759.74 ms [2021-07-25 23:51:37 main:574] : INFO : Epoch 1946 | loss: 0.031193 | val_loss: 0.0312017 | Time: 4915.01 ms [2021-07-25 23:51:41 main:574] : INFO : Epoch 1947 | loss: 0.0311909 | val_loss: 0.0312003 | Time: 4735.82 ms [2021-07-25 23:51:46 main:574] : INFO : Epoch 1948 | loss: 0.031191 | val_loss: 0.0312007 | Time: 4825.15 ms [2021-07-25 23:51:51 main:574] : INFO : Epoch 1949 | loss: 0.0311907 | val_loss: 0.0312033 | Time: 4782.29 ms [2021-07-25 23:51:56 main:574] : INFO : Epoch 1950 | loss: 0.0311907 | val_loss: 0.0312018 | Time: 4818.5 ms [2021-07-25 23:52:01 main:574] : INFO : Epoch 1951 | loss: 0.0311903 | val_loss: 0.031205 | Time: 4808.66 ms [2021-07-25 23:52:06 main:574] : INFO : Epoch 1952 | loss: 0.0311914 | val_loss: 0.031203 | Time: 4782.49 ms [2021-07-25 23:52:11 main:574] : INFO : Epoch 1953 | loss: 0.0311917 | val_loss: 0.0312004 | Time: 4888.87 ms [2021-07-25 23:52:16 main:574] : INFO : Epoch 1954 | loss: 0.031189 | val_loss: 0.0312046 | Time: 5059.67 ms [2021-07-25 23:52:22 main:574] : INFO : Epoch 1955 | loss: 0.0311895 | val_loss: 0.0312006 | Time: 5977.61 ms [2021-07-25 23:52:27 main:574] : INFO : Epoch 1956 | loss: 0.0311897 | val_loss: 0.0312012 | Time: 4876.25 ms [2021-07-25 23:52:32 main:574] : INFO : Epoch 1957 | loss: 0.0311915 | val_loss: 0.0312029 | Time: 4874.64 ms [2021-07-25 23:52:36 main:574] : INFO : Epoch 1958 | loss: 0.0311909 | val_loss: 0.0312021 | Time: 4769.06 ms [2021-07-25 23:52:41 main:574] : INFO : Epoch 1959 | loss: 0.0311926 | val_loss: 0.0311994 | Time: 4882.22 ms [2021-07-25 23:52:46 main:574] : INFO : Epoch 1960 | loss: 0.0311912 | val_loss: 0.0312002 | Time: 4733.33 ms [2021-07-25 23:52:51 main:574] : INFO : Epoch 1961 | loss: 0.03119 | val_loss: 0.0312016 | Time: 4884.18 ms [2021-07-25 23:52:56 main:574] : INFO : Epoch 1962 | loss: 0.0311929 | val_loss: 0.0312002 | Time: 4935.83 ms [2021-07-25 23:53:01 main:574] : INFO : Epoch 1963 | loss: 0.031193 | val_loss: 0.0311993 | Time: 4917.2 ms [2021-07-25 23:53:06 main:574] : INFO : Epoch 1964 | loss: 0.0311953 | val_loss: 0.0311977 | Time: 4913.16 ms [2021-07-25 23:53:11 main:574] : INFO : Epoch 1965 | loss: 0.031194 | val_loss: 0.0311986 | Time: 4843.39 ms [2021-07-25 23:53:16 main:574] : INFO : Epoch 1966 | loss: 0.031193 | val_loss: 0.0311993 | Time: 4903.09 ms [2021-07-25 23:53:20 main:574] : INFO : Epoch 1967 | loss: 0.0311938 | val_loss: 0.0311996 | Time: 4827.41 ms [2021-07-25 23:53:25 main:574] : INFO : Epoch 1968 | loss: 0.0311932 | val_loss: 0.0311984 | Time: 4836.04 ms [2021-07-25 23:53:30 main:574] : INFO : Epoch 1969 | loss: 0.0311918 | val_loss: 0.0311972 | Time: 4810.47 ms [2021-07-25 23:53:35 main:574] : INFO : Epoch 1970 | loss: 0.031192 | val_loss: 0.0311987 | Time: 4831.1 ms [2021-07-25 23:53:40 main:574] : INFO : Epoch 1971 | loss: 0.0311897 | val_loss: 0.0311971 | Time: 4857.81 ms [2021-07-25 23:53:45 main:574] : INFO : Epoch 1972 | loss: 0.0311893 | val_loss: 0.0311998 | Time: 4872.84 ms [2021-07-25 23:53:50 main:574] : INFO : Epoch 1973 | loss: 0.0311911 | val_loss: 0.0312015 | Time: 4852.81 ms [2021-07-25 23:53:55 main:574] : INFO : Epoch 1974 | loss: 0.0311899 | val_loss: 0.0311998 | Time: 4869.19 ms [2021-07-25 23:54:00 main:574] : INFO : Epoch 1975 | loss: 0.0311916 | val_loss: 0.0311978 | Time: 4909.56 ms [2021-07-25 23:54:05 main:574] : INFO : Epoch 1976 | loss: 0.0311903 | val_loss: 0.031199 | Time: 4886.81 ms [2021-07-25 23:54:09 main:574] : INFO : Epoch 1977 | loss: 0.0311885 | val_loss: 0.0311986 | Time: 4847.81 ms [2021-07-25 23:54:14 main:574] : INFO : Epoch 1978 | loss: 0.0311885 | val_loss: 0.0311982 | Time: 4837.23 ms [2021-07-25 23:54:19 main:574] : INFO : Epoch 1979 | loss: 0.0311879 | val_loss: 0.0311984 | Time: 4851.12 ms [2021-07-25 23:54:24 main:574] : INFO : Epoch 1980 | loss: 0.0311879 | val_loss: 0.0311988 | Time: 4869.04 ms [2021-07-25 23:54:29 main:574] : INFO : Epoch 1981 | loss: 0.0311882 | val_loss: 0.0311984 | Time: 4887.06 ms [2021-07-25 23:54:34 main:574] : INFO : Epoch 1982 | loss: 0.0311879 | val_loss: 0.0311976 | Time: 4883.29 ms [2021-07-25 23:54:39 main:574] : INFO : Epoch 1983 | loss: 0.031188 | val_loss: 0.0311974 | Time: 4846.91 ms [2021-07-25 23:54:44 main:574] : INFO : Epoch 1984 | loss: 0.0311875 | val_loss: 0.0311991 | Time: 4787.54 ms [2021-07-25 23:54:49 main:574] : INFO : Epoch 1985 | loss: 0.0311863 | val_loss: 0.0311986 | Time: 4969.98 ms [2021-07-25 23:54:54 main:574] : INFO : Epoch 1986 | loss: 0.0311879 | val_loss: 0.031197 | Time: 4916.72 ms [2021-07-25 23:54:58 main:574] : INFO : Epoch 1987 | loss: 0.0311875 | val_loss: 0.0312008 | Time: 4834.08 ms [2021-07-25 23:55:03 main:574] : INFO : Epoch 1988 | loss: 0.0311911 | val_loss: 0.0311983 | Time: 4903.74 ms [2021-07-25 23:55:08 main:574] : INFO : Epoch 1989 | loss: 0.0311921 | val_loss: 0.0311969 | Time: 4869.15 ms [2021-07-25 23:55:13 main:574] : INFO : Epoch 1990 | loss: 0.0311911 | val_loss: 0.0311995 | Time: 4820.68 ms [2021-07-25 23:55:18 main:574] : INFO : Epoch 1991 | loss: 0.0311918 | val_loss: 0.0311991 | Time: 4789.26 ms [2021-07-25 23:55:23 main:574] : INFO : Epoch 1992 | loss: 0.0311894 | val_loss: 0.0311978 | Time: 4875.69 ms [2021-07-25 23:55:28 main:574] : INFO : Epoch 1993 | loss: 0.0311898 | val_loss: 0.0311988 | Time: 4864.73 ms [2021-07-25 23:55:33 main:574] : INFO : Epoch 1994 | loss: 0.0311878 | val_loss: 0.0311965 | Time: 4828.96 ms [2021-07-25 23:55:38 main:574] : INFO : Epoch 1995 | loss: 0.0311885 | val_loss: 0.0311992 | Time: 4837.3 ms [2021-07-25 23:55:42 main:574] : INFO : Epoch 1996 | loss: 0.0311875 | val_loss: 0.0311963 | Time: 4839.97 ms [2021-07-25 23:55:47 main:574] : INFO : Epoch 1997 | loss: 0.0311872 | val_loss: 0.031195 | Time: 4863.65 ms [2021-07-25 23:55:52 main:574] : INFO : Epoch 1998 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 4847.91 ms [2021-07-25 23:55:57 main:574] : INFO : Epoch 1999 | loss: 0.0311858 | val_loss: 0.0311972 | Time: 4894.05 ms [2021-07-25 23:56:02 main:574] : INFO : Epoch 2000 | loss: 0.0311852 | val_loss: 0.0311957 | Time: 4892.82 ms [2021-07-25 23:56:07 main:574] : INFO : Epoch 2001 | loss: 0.0311848 | val_loss: 0.0311967 | Time: 4860.35 ms [2021-07-25 23:56:12 main:574] : INFO : Epoch 2002 | loss: 0.0311852 | val_loss: 0.0311976 | Time: 4907.35 ms [2021-07-25 23:56:17 main:574] : INFO : Epoch 2003 | loss: 0.0311848 | val_loss: 0.0311978 | Time: 4863.28 ms [2021-07-25 23:56:22 main:574] : INFO : Epoch 2004 | loss: 0.0311848 | val_loss: 0.0311975 | Time: 4890.15 ms [2021-07-25 23:56:27 main:574] : INFO : Epoch 2005 | loss: 0.0311847 | val_loss: 0.0311965 | Time: 4892.04 ms [2021-07-25 23:56:32 main:574] : INFO : Epoch 2006 | loss: 0.0311839 | val_loss: 0.0311957 | Time: 4863.22 ms [2021-07-25 23:56:36 main:574] : INFO : Epoch 2007 | loss: 0.0311849 | val_loss: 0.0311968 | Time: 4849.98 ms [2021-07-25 23:56:41 main:574] : INFO : Epoch 2008 | loss: 0.0311846 | val_loss: 0.0311961 | Time: 4865.9 ms [2021-07-25 23:56:46 main:574] : INFO : Epoch 2009 | loss: 0.0311868 | val_loss: 0.0311989 | Time: 4865.79 ms [2021-07-25 23:56:51 main:574] : INFO : Epoch 2010 | loss: 0.0311841 | val_loss: 0.0311956 | Time: 4889.49 ms [2021-07-25 23:56:56 main:574] : INFO : Epoch 2011 | loss: 0.0311858 | val_loss: 0.0311962 | Time: 4836.25 ms [2021-07-25 23:57:01 main:574] : INFO : Epoch 2012 | loss: 0.0311852 | val_loss: 0.0311952 | Time: 4849.39 ms [2021-07-25 23:57:06 main:574] : INFO : Epoch 2013 | loss: 0.0311833 | val_loss: 0.0311978 | Time: 4873.95 ms [2021-07-25 23:57:11 main:574] : INFO : Epoch 2014 | loss: 0.0311827 | val_loss: 0.0311983 | Time: 4872.74 ms [2021-07-25 23:57:16 main:574] : INFO : Epoch 2015 | loss: 0.0311853 | val_loss: 0.0311956 | Time: 4883.16 ms [2021-07-25 23:57:21 main:574] : INFO : Epoch 2016 | loss: 0.0311836 | val_loss: 0.0311963 | Time: 4896.22 ms [2021-07-25 23:57:25 main:574] : INFO : Epoch 2017 | loss: 0.0311827 | val_loss: 0.0311951 | Time: 4803.79 ms [2021-07-25 23:57:30 main:574] : INFO : Epoch 2018 | loss: 0.0311834 | val_loss: 0.0311988 | Time: 4846.24 ms [2021-07-25 23:57:35 main:574] : INFO : Epoch 2019 | loss: 0.0311864 | val_loss: 0.0311959 | Time: 4828.98 ms [2021-07-25 23:57:40 main:574] : INFO : Epoch 2020 | loss: 0.0311862 | val_loss: 0.0312019 | Time: 4825.43 ms [2021-07-25 23:57:45 main:574] : INFO : Epoch 2021 | loss: 0.0311948 | val_loss: 0.0312143 | Time: 4854.89 ms [2021-07-25 23:57:50 main:574] : INFO : Epoch 2022 | loss: 0.0311894 | val_loss: 0.0311994 | Time: 4857.81 ms [2021-07-25 23:57:55 main:574] : INFO : Epoch 2023 | loss: 0.0311849 | val_loss: 0.0311952 | Time: 4863.49 ms [2021-07-25 23:58:00 main:574] : INFO : Epoch 2024 | loss: 0.0311828 | val_loss: 0.0311973 | Time: 4858.35 ms [2021-07-25 23:58:05 main:574] : INFO : Epoch 2025 | loss: 0.0311845 | val_loss: 0.0311949 | Time: 4906.36 ms [2021-07-25 23:58:10 main:574] : INFO : Epoch 2026 | loss: 0.0311817 | val_loss: 0.0311969 | Time: 4821.26 ms [2021-07-25 23:58:15 main:574] : INFO : Epoch 2027 | loss: 0.0311817 | val_loss: 0.0311961 | Time: 4883.88 ms [2021-07-25 23:58:20 main:574] : INFO : Epoch 2028 | loss: 0.0311806 | val_loss: 0.0311964 | Time: 4880.36 ms [2021-07-25 23:58:24 main:574] : INFO : Epoch 2029 | loss: 0.0311823 | val_loss: 0.031196 | Time: 4872.54 ms [2021-07-25 23:58:29 main:574] : INFO : Epoch 2030 | loss: 0.0311809 | val_loss: 0.0311949 | Time: 4866.48 ms [2021-07-25 23:58:34 main:574] : INFO : Epoch 2031 | loss: 0.0311809 | val_loss: 0.0311942 | Time: 4924.96 ms [2021-07-25 23:58:39 main:574] : INFO : Epoch 2032 | loss: 0.0311816 | val_loss: 0.031194 | Time: 4824.37 ms [2021-07-25 23:58:44 main:574] : INFO : Epoch 2033 | loss: 0.031181 | val_loss: 0.0311952 | Time: 4883.04 ms [2021-07-25 23:58:49 main:574] : INFO : Epoch 2034 | loss: 0.0311824 | val_loss: 0.031194 | Time: 4914.11 ms [2021-07-25 23:58:54 main:574] : INFO : Epoch 2035 | loss: 0.0311816 | val_loss: 0.0311947 | Time: 4887.17 ms [2021-07-25 23:58:59 main:574] : INFO : Epoch 2036 | loss: 0.0311827 | val_loss: 0.0311958 | Time: 4859.44 ms [2021-07-25 23:59:04 main:574] : INFO : Epoch 2037 | loss: 0.0311821 | val_loss: 0.0311962 | Time: 4871.18 ms [2021-07-25 23:59:09 main:574] : INFO : Epoch 2038 | loss: 0.0311806 | val_loss: 0.0311972 | Time: 4858.94 ms [2021-07-25 23:59:14 main:574] : INFO : Epoch 2039 | loss: 0.0311804 | val_loss: 0.0311949 | Time: 4853.92 ms [2021-07-25 23:59:18 main:574] : INFO : Epoch 2040 | loss: 0.0311795 | val_loss: 0.0311957 | Time: 4874.06 ms [2021-07-25 23:59:23 main:574] : INFO : Epoch 2041 | loss: 0.0311801 | val_loss: 0.0311973 | Time: 4889.77 ms [2021-07-25 23:59:28 main:574] : INFO : Epoch 2042 | loss: 0.0311837 | val_loss: 0.0311939 | Time: 4850.36 ms [2021-07-25 23:59:33 main:574] : INFO : Epoch 2043 | loss: 0.0311835 | val_loss: 0.0311974 | Time: 4852.6 ms [2021-07-25 23:59:38 main:574] : INFO : Epoch 2044 | loss: 0.0311832 | val_loss: 0.0311946 | Time: 4900.51 ms [2021-07-25 23:59:43 main:574] : INFO : Epoch 2045 | loss: 0.0311826 | val_loss: 0.0311939 | Time: 4805.97 ms [2021-07-25 23:59:48 main:574] : INFO : Epoch 2046 | loss: 0.0311835 | val_loss: 0.0311964 | Time: 4833.74 ms [2021-07-25 23:59:53 main:574] : INFO : Epoch 2047 | loss: 0.0311825 | val_loss: 0.0311933 | Time: 4871.44 ms [2021-07-25 23:59:58 main:574] : INFO : Epoch 2048 | loss: 0.0311808 | val_loss: 0.0311955 | Time: 4836.77 ms [2021-07-25 23:59:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311955 [2021-07-25 23:59:58 main:603] : INFO : Saving end state to config to file [2021-07-25 23:59:58 main:608] : INFO : Success, exiting.. 23:59:58 (15784): 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)