Task 5131770
| Name | ParityMachine-1619236396-17526-2_0 |
| Workunit | 3082614 |
| Created | 2 May 2021, 14:01:31 UTC |
| Sent | 12 May 2021, 11:53:56 UTC |
| Report deadline | 19 May 2021, 11:53:56 UTC |
| Received | 12 May 2021, 15:44:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4440 |
| Run time | 2 hours 47 min 45 sec |
| CPU time | 2 hours 38 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.85 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 2:25 main:574] : INFO : Epoch 1542 | loss: 0.030979 | val_loss: 0.0312564 | Time: 4909.38 ms [2021-05-12 10:02:29 main:574] : INFO : Epoch 1543 | loss: 0.0309798 | val_loss: 0.0312565 | Time: 4704.81 ms [2021-05-12 10:02:34 main:574] : INFO : Epoch 1544 | loss: 0.0309818 | val_loss: 0.0312659 | Time: 4889.58 ms [2021-05-12 10:02:39 main:574] : INFO : Epoch 1545 | loss: 0.0309939 | val_loss: 0.0312742 | Time: 4977.29 ms [2021-05-12 10:02:44 main:574] : INFO : Epoch 1546 | loss: 0.030988 | val_loss: 0.0312705 | Time: 4806.59 ms [2021-05-12 10:02:49 main:574] : INFO : Epoch 1547 | loss: 0.0309963 | val_loss: 0.0312526 | Time: 4788.12 ms [2021-05-12 10:02:54 main:574] : INFO : Epoch 1548 | loss: 0.0309933 | val_loss: 0.0312705 | Time: 4876.11 ms [2021-05-12 10:02:59 main:574] : INFO : Epoch 1549 | loss: 0.0309936 | val_loss: 0.0312539 | Time: 4845.25 ms [2021-05-12 10:03:04 main:574] : INFO : Epoch 1550 | loss: 0.0309851 | val_loss: 0.0312417 | Time: 4788.02 ms [2021-05-12 10:03:09 main:574] : INFO : Epoch 1551 | loss: 0.030982 | val_loss: 0.0312547 | Time: 4933.4 ms [2021-05-12 10:03:14 main:574] : INFO : Epoch 1552 | loss: 0.0309801 | val_loss: 0.031266 | Time: 4931.44 ms [2021-05-12 10:03:19 main:574] : INFO : Epoch 1553 | loss: 0.0309732 | val_loss: 0.0312741 | Time: 4905.29 ms [2021-05-12 10:03:24 main:574] : INFO : Epoch 1554 | loss: 0.030995 | val_loss: 0.0312395 | Time: 5040.54 ms [2021-05-12 10:03:29 main:574] : INFO : Epoch 1555 | loss: 0.0309961 | val_loss: 0.0312772 | Time: 4813.45 ms [2021-05-12 10:03:34 main:574] : INFO : Epoch 1556 | loss: 0.0309954 | val_loss: 0.0312769 | Time: 4979.14 ms [2021-05-12 10:03:39 main:574] : INFO : Epoch 1557 | loss: 0.0310191 | val_loss: 0.0312623 | Time: 4902.98 ms [2021-05-12 10:03:44 main:574] : INFO : Epoch 1558 | loss: 0.0310101 | val_loss: 0.0312474 | Time: 4892.22 ms [2021-05-12 10:03:49 main:574] : INFO : Epoch 1559 | loss: 0.0309908 | val_loss: 0.0312675 | Time: 4862.97 ms [2021-05-12 10:03:54 main:574] : INFO : Epoch 1560 | loss: 0.0309854 | val_loss: 0.0312803 | Time: 4905.12 ms [2021-05-12 10:03:59 main:574] : INFO : Epoch 1561 | loss: 0.0309934 | val_loss: 0.0312683 | Time: 5060.39 ms [2021-05-12 10:04:04 main:574] : INFO : Epoch 1562 | loss: 0.0309914 | val_loss: 0.0312691 | Time: 5030.4 ms [2021-05-12 10:04:09 main:574] : INFO : Epoch 1563 | loss: 0.0309828 | val_loss: 0.0312684 | Time: 4863.05 ms [2021-05-12 10:04:13 main:574] : INFO : Epoch 1564 | loss: 0.0309811 | val_loss: 0.0312661 | Time: 4752.43 ms [2021-05-12 10:04:18 main:574] : INFO : Epoch 1565 | loss: 0.0309849 | val_loss: 0.0312491 | Time: 4906.72 ms [2021-05-12 10:04:23 main:574] : INFO : Epoch 1566 | loss: 0.0309872 | val_loss: 0.0312532 | Time: 4840.44 ms [2021-05-12 10:04:28 main:574] : INFO : Epoch 1567 | loss: 0.0309992 | val_loss: 0.0312669 | Time: 4821.74 ms [2021-05-12 10:04:33 main:574] : INFO : Epoch 1568 | loss: 0.0309968 | val_loss: 0.0312827 | Time: 4753.06 ms [2021-05-12 10:04:38 main:574] : INFO : Epoch 1569 | loss: 0.0310065 | val_loss: 0.0312495 | Time: 4802.26 ms [2021-05-12 10:04:43 main:574] : INFO : Epoch 1570 | loss: 0.0310049 | val_loss: 0.0312636 | Time: 4834.7 ms [2021-05-12 10:04:48 main:574] : INFO : Epoch 1571 | loss: 0.0309939 | val_loss: 0.0312487 | Time: 5012.23 ms [2021-05-12 10:04:53 main:574] : INFO : Epoch 1572 | loss: 0.0309969 | val_loss: 0.0312257 | Time: 4852.32 ms [2021-05-12 10:04:58 main:574] : INFO : Epoch 1573 | loss: 0.031005 | val_loss: 0.031275 | Time: 4920.88 ms [2021-05-12 10:05:03 main:574] : INFO : Epoch 1574 | loss: 0.0310048 | val_loss: 0.0312432 | Time: 4822.69 ms [2021-05-12 10:05:08 main:574] : INFO : Epoch 1575 | loss: 0.0310105 | val_loss: 0.0312612 | Time: 4818 ms [2021-05-12 10:05:12 main:574] : INFO : Epoch 1576 | loss: 0.0310016 | val_loss: 0.0312276 | Time: 4665.19 ms [2021-05-12 10:05:17 main:574] : INFO : Epoch 1577 | loss: 0.0309967 | val_loss: 0.0312637 | Time: 4795.57 ms [2021-05-12 10:05:22 main:574] : INFO : Epoch 1578 | loss: 0.0309931 | val_loss: 0.0312724 | Time: 4826.29 ms [2021-05-12 10:05:27 main:574] : INFO : Epoch 1579 | loss: 0.0309859 | val_loss: 0.0312809 | Time: 4933.55 ms [2021-05-12 10:05:32 main:574] : INFO : Epoch 1580 | loss: 0.030984 | val_loss: 0.0312506 | Time: 4828.6 ms [2021-05-12 10:05:37 main:574] : INFO : Epoch 1581 | loss: 0.0309844 | val_loss: 0.0312566 | Time: 4924.49 ms [2021-05-12 10:05:42 main:574] : INFO : Epoch 1582 | loss: 0.0309819 | val_loss: 0.0312692 | Time: 5015.98 ms [2021-05-12 10:05:47 main:574] : INFO : Epoch 1583 | loss: 0.030981 | val_loss: 0.0312731 | Time: 4902.07 ms [2021-05-12 10:05:52 main:574] : INFO : Epoch 1584 | loss: 0.0309823 | val_loss: 0.0312659 | Time: 4813.46 ms [2021-05-12 10:05:57 main:574] : INFO : Epoch 1585 | loss: 0.030994 | val_loss: 0.0312817 | Time: 5054.87 ms [2021-05-12 10:06:02 main:574] : INFO : Epoch 1586 | loss: 0.0309902 | val_loss: 0.0312884 | Time: 4792.13 ms [2021-05-12 10:06:06 main:574] : INFO : Epoch 1587 | loss: 0.0309767 | val_loss: 0.0312456 | Time: 4720.35 ms [2021-05-12 10:06:11 main:574] : INFO : Epoch 1588 | loss: 0.030982 | val_loss: 0.0312638 | Time: 4861.9 ms [2021-05-12 10:06:16 main:574] : INFO : Epoch 1589 | loss: 0.0309774 | val_loss: 0.0312649 | Time: 4790.69 ms [2021-05-12 10:06:21 main:574] : INFO : Epoch 1590 | loss: 0.0309813 | val_loss: 0.0312865 | Time: 4811.85 ms [2021-05-12 10:06:26 main:574] : INFO : Epoch 1591 | loss: 0.0309802 | val_loss: 0.0312922 | Time: 4789.81 ms [2021-05-12 10:06:31 main:574] : INFO : Epoch 1592 | loss: 0.0309775 | val_loss: 0.0312707 | Time: 4787.25 ms [2021-05-12 10:06:35 main:574] : INFO : Epoch 1593 | loss: 0.0309758 | val_loss: 0.0312493 | Time: 4763.14 ms [2021-05-12 10:06:40 main:574] : INFO : Epoch 1594 | loss: 0.0309831 | val_loss: 0.0313259 | Time: 4760.36 ms [2021-05-12 10:06:45 main:574] : INFO : Epoch 1595 | loss: 0.0309758 | val_loss: 0.0312923 | Time: 4816.66 ms [2021-05-12 10:06:50 main:574] : INFO : Epoch 1596 | loss: 0.0309752 | val_loss: 0.0312847 | Time: 4833.56 ms [2021-05-12 10:06:55 main:574] : INFO : Epoch 1597 | loss: 0.0309794 | val_loss: 0.0312853 | Time: 4836.37 ms [2021-05-12 10:07:00 main:574] : INFO : Epoch 1598 | loss: 0.0309774 | val_loss: 0.0312399 | Time: 4958.19 ms [2021-05-12 10:07:05 main:574] : INFO : Epoch 1599 | loss: 0.0309864 | val_loss: 0.0312521 | Time: 4757.05 ms [2021-05-12 10:07:10 main:574] : INFO : Epoch 1600 | loss: 0.030988 | val_loss: 0.03126 | Time: 4910.71 ms [2021-05-12 10:07:15 main:574] : INFO : Epoch 1601 | loss: 0.0309788 | val_loss: 0.0312678 | Time: 4794.23 ms [2021-05-12 10:07:19 main:574] : INFO : Epoch 1602 | loss: 0.0310154 | val_loss: 0.0312536 | Time: 4647.05 ms [2021-05-12 10:07:24 main:574] : INFO : Epoch 1603 | loss: 0.0310095 | val_loss: 0.0312478 | Time: 4842.88 ms [2021-05-12 10:07:29 main:574] : INFO : Epoch 1604 | loss: 0.0310025 | val_loss: 0.031267 | Time: 4830.26 ms [2021-05-12 10:07:34 main:574] : INFO : Epoch 1605 | loss: 0.0310054 | val_loss: 0.0312522 | Time: 4912.96 ms [2021-05-12 10:07:39 main:574] : INFO : Epoch 1606 | loss: 0.0309956 | val_loss: 0.0312928 | Time: 4700.71 ms [2021-05-12 10:07:44 main:574] : INFO : Epoch 1607 | loss: 0.0309811 | val_loss: 0.0312951 | Time: 4835.4 ms [2021-05-12 10:07:49 main:574] : INFO : Epoch 1608 | loss: 0.030984 | val_loss: 0.0312677 | Time: 4690.3 ms [2021-05-12 10:07:54 main:574] : INFO : Epoch 1609 | loss: 0.0309813 | val_loss: 0.0313015 | Time: 5050.87 ms [2021-05-12 10:07:59 main:574] : INFO : Epoch 1610 | loss: 0.0309877 | val_loss: 0.0312547 | Time: 4877.82 ms [2021-05-12 10:08:04 main:574] : INFO : Epoch 1611 | loss: 0.0309903 | val_loss: 0.0312882 | Time: 4824.75 ms [2021-05-12 10:08:09 main:574] : INFO : Epoch 1612 | loss: 0.0309878 | val_loss: 0.03125 | Time: 4930.41 ms [2021-05-12 10:08:14 main:574] : INFO : Epoch 1613 | loss: 0.0309825 | val_loss: 0.0312932 | Time: 4702.25 ms [2021-05-12 10:08:18 main:574] : INFO : Epoch 1614 | loss: 0.0309839 | val_loss: 0.031265 | Time: 4811.03 ms [2021-05-12 10:08:23 main:574] : INFO : Epoch 1615 | loss: 0.0309799 | val_loss: 0.0312549 | Time: 4999.43 ms [2021-05-12 10:08:28 main:574] : INFO : Epoch 1616 | loss: 0.0309863 | val_loss: 0.0312873 | Time: 4824.79 ms [2021-05-12 10:08:33 main:574] : INFO : Epoch 1617 | loss: 0.0309772 | val_loss: 0.031275 | Time: 4670.93 ms [2021-05-12 10:08:38 main:574] : INFO : Epoch 1618 | loss: 0.0310317 | val_loss: 0.031229 | Time: 4857.37 ms [2021-05-12 10:08:43 main:574] : INFO : Epoch 1619 | loss: 0.0310639 | val_loss: 0.0312216 | Time: 4809.94 ms [2021-05-12 10:08:48 main:574] : INFO : Epoch 1620 | loss: 0.031042 | val_loss: 0.0312241 | Time: 4797.7 ms [2021-05-12 10:08:53 main:574] : INFO : Epoch 1621 | loss: 0.031026 | val_loss: 0.0312492 | Time: 4812.6 ms [2021-05-12 10:08:57 main:574] : INFO : Epoch 1622 | loss: 0.0310157 | val_loss: 0.0312486 | Time: 4706.38 ms [2021-05-12 10:09:02 main:574] : INFO : Epoch 1623 | loss: 0.031011 | val_loss: 0.0312574 | Time: 4857.44 ms [2021-05-12 10:09:07 main:574] : INFO : Epoch 1624 | loss: 0.0310083 | val_loss: 0.0312652 | Time: 4877.62 ms [2021-05-12 10:09:12 main:574] : INFO : Epoch 1625 | loss: 0.030996 | val_loss: 0.0312574 | Time: 4812.9 ms [2021-05-12 10:09:17 main:574] : INFO : Epoch 1626 | loss: 0.0309925 | val_loss: 0.031279 | Time: 4738.82 ms [2021-05-12 10:09:22 main:574] : INFO : Epoch 1627 | loss: 0.0309875 | val_loss: 0.0312447 | Time: 4880.37 ms [2021-05-12 10:09:27 main:574] : INFO : Epoch 1628 | loss: 0.031008 | val_loss: 0.0312601 | Time: 4773.2 ms [2021-05-12 10:09:31 main:574] : INFO : Epoch 1629 | loss: 0.0309996 | val_loss: 0.0312534 | Time: 4784.33 ms [2021-05-12 10:09:36 main:574] : INFO : Epoch 1630 | loss: 0.0310069 | val_loss: 0.0312387 | Time: 4820.65 ms [2021-05-12 10:09:41 main:574] : INFO : Epoch 1631 | loss: 0.0310271 | val_loss: 0.0312313 | Time: 4846.42 ms [2021-05-12 10:09:46 main:574] : INFO : Epoch 1632 | loss: 0.0310099 | val_loss: 0.0312612 | Time: 4896.71 ms [2021-05-12 10:09:51 main:574] : INFO : Epoch 1633 | loss: 0.030998 | val_loss: 0.0312375 | Time: 4994.08 ms [2021-05-12 10:09:56 main:574] : INFO : Epoch 1634 | loss: 0.0309832 | val_loss: 0.0312613 | Time: 4811.83 ms [2021-05-12 10:10:01 main:574] : INFO : Epoch 1635 | loss: 0.0309778 | val_loss: 0.0312871 | Time: 4759.6 ms [2021-05-12 10:10:06 main:574] : INFO : Epoch 1636 | loss: 0.030976 | val_loss: 0.0312577 | Time: 4809.8 ms [2021-05-12 10:10:11 main:574] : INFO : Epoch 1637 | loss: 0.0309787 | val_loss: 0.0312624 | Time: 4874.72 ms [2021-05-12 10:10:16 main:574] : INFO : Epoch 1638 | loss: 0.0309806 | val_loss: 0.0312974 | Time: 4921.78 ms [2021-05-12 10:10:20 main:574] : INFO : Epoch 1639 | loss: 0.0309874 | val_loss: 0.0312526 | Time: 4716.76 ms [2021-05-12 10:10:25 main:574] : INFO : Epoch 1640 | loss: 0.030989 | val_loss: 0.03124 | Time: 4929.43 ms [2021-05-12 10:10:30 main:574] : INFO : Epoch 1641 | loss: 0.0310031 | val_loss: 0.0313153 | Time: 4847.5 ms [2021-05-12 10:10:35 main:574] : INFO : Epoch 1642 | loss: 0.030994 | val_loss: 0.0312558 | Time: 4958.94 ms [2021-05-12 10:10:40 main:574] : INFO : Epoch 1643 | loss: 0.0309907 | val_loss: 0.0312693 | Time: 4989.42 ms [2021-05-12 10:10:45 main:574] : INFO : Epoch 1644 | loss: 0.0309822 | val_loss: 0.031265 | Time: 4977.51 ms [2021-05-12 10:10:50 main:574] : INFO : Epoch 1645 | loss: 0.0309883 | val_loss: 0.0312741 | Time: 4875 ms [2021-05-12 10:10:55 main:574] : INFO : Epoch 1646 | loss: 0.0310016 | val_loss: 0.031253 | Time: 4959.11 ms [2021-05-12 10:11:01 main:574] : INFO : Epoch 1647 | loss: 0.031007 | val_loss: 0.031282 | Time: 5307.36 ms [2021-05-12 10:11:06 main:574] : INFO : Epoch 1648 | loss: 0.030993 | val_loss: 0.031254 | Time: 5154.7 ms [2021-05-12 10:11:11 main:574] : INFO : Epoch 1649 | loss: 0.030985 | val_loss: 0.0312513 | Time: 4813.9 ms [2021-05-12 10:11:16 main:574] : INFO : Epoch 1650 | loss: 0.0309821 | val_loss: 0.0312787 | Time: 4738.65 ms [2021-05-12 10:11:21 main:574] : INFO : Epoch 1651 | loss: 0.0309782 | val_loss: 0.0312843 | Time: 4826.68 ms [2021-05-12 10:11:25 main:574] : INFO : Epoch 1652 | loss: 0.0309848 | val_loss: 0.0312682 | Time: 4781.18 ms [2021-05-12 10:11:30 main:574] : INFO : Epoch 1653 | loss: 0.0309937 | val_loss: 0.0312605 | Time: 4800.17 ms [2021-05-12 10:11:35 main:574] : INFO : Epoch 1654 | loss: 0.0310135 | val_loss: 0.0312577 | Time: 4867.42 ms [2021-05-12 10:11:40 main:574] : INFO : Epoch 1655 | loss: 0.030999 | val_loss: 0.0312689 | Time: 4875.35 ms [2021-05-12 10:11:45 main:574] : INFO : Epoch 1656 | loss: 0.0309988 | val_loss: 0.0312817 | Time: 4865.66 ms [2021-05-12 10:11:50 main:574] : INFO : Epoch 1657 | loss: 0.0309959 | val_loss: 0.0312639 | Time: 4843.39 ms [2021-05-12 10:11:55 main:574] : INFO : Epoch 1658 | loss: 0.030995 | val_loss: 0.0312956 | Time: 4727 ms [2021-05-12 10:12:00 main:574] : INFO : Epoch 1659 | loss: 0.0309905 | val_loss: 0.0312683 | Time: 4780.97 ms [2021-05-12 10:12:05 main:574] : INFO : Epoch 1660 | loss: 0.0309865 | val_loss: 0.0312304 | Time: 4845.73 ms [2021-05-12 10:12:10 main:574] : INFO : Epoch 1661 | loss: 0.0309817 | val_loss: 0.0312725 | Time: 4938.19 ms [2021-05-12 10:12:15 main:574] : INFO : Epoch 1662 | loss: 0.0309806 | val_loss: 0.0312884 | Time: 4788.38 ms [2021-05-12 10:12:20 main:574] : INFO : Epoch 1663 | loss: 0.0309748 | val_loss: 0.0312526 | Time: 4941.58 ms [2021-05-12 10:12:25 main:574] : INFO : Epoch 1664 | loss: 0.0309757 | val_loss: 0.0312792 | Time: 4774.51 ms [2021-05-12 10:12:29 main:574] : INFO : Epoch 1665 | loss: 0.0309726 | val_loss: 0.0312692 | Time: 4877.29 ms [2021-05-12 10:12:34 main:574] : INFO : Epoch 1666 | loss: 0.0309745 | val_loss: 0.0312927 | Time: 4945.05 ms [2021-05-12 10:12:40 main:574] : INFO : Epoch 1667 | loss: 0.0309755 | val_loss: 0.0312426 | Time: 4977.21 ms [2021-05-12 10:12:44 main:574] : INFO : Epoch 1668 | loss: 0.0309714 | val_loss: 0.0312535 | Time: 4866.73 ms [2021-05-12 10:12:49 main:574] : INFO : Epoch 1669 | loss: 0.0309694 | val_loss: 0.0312729 | Time: 4893.29 ms [2021-05-12 10:12:54 main:574] : INFO : Epoch 1670 | loss: 0.0309757 | val_loss: 0.0312633 | Time: 4794.41 ms [2021-05-12 10:12:59 main:574] : INFO : Epoch 1671 | loss: 0.0309814 | val_loss: 0.0312715 | Time: 4769.51 ms [2021-05-12 10:13:04 main:574] : INFO : Epoch 1672 | loss: 0.0309842 | val_loss: 0.0312381 | Time: 4785.75 ms [2021-05-12 10:13:09 main:574] : INFO : Epoch 1673 | loss: 0.0309784 | val_loss: 0.0312892 | Time: 4758.27 ms [2021-05-12 10:13:14 main:574] : INFO : Epoch 1674 | loss: 0.0309768 | val_loss: 0.0312348 | Time: 4823.22 ms [2021-05-12 10:13:18 main:574] : INFO : Epoch 1675 | loss: 0.0309806 | val_loss: 0.0312744 | Time: 4783.74 ms [2021-05-12 10:13:23 main:574] : INFO : Epoch 1676 | loss: 0.030971 | val_loss: 0.0313098 | Time: 4732.47 ms [2021-05-12 10:13:28 main:574] : INFO : Epoch 1677 | loss: 0.0309758 | val_loss: 0.0312669 | Time: 4717.76 ms [2021-05-12 10:13:33 main:574] : INFO : Epoch 1678 | loss: 0.0309909 | val_loss: 0.0312392 | Time: 4813.75 ms [2021-05-12 10:13:38 main:574] : INFO : Epoch 1679 | loss: 0.0310069 | val_loss: 0.0312837 | Time: 4656.07 ms [2021-05-12 10:13:43 main:574] : INFO : Epoch 1680 | loss: 0.0309916 | val_loss: 0.0312687 | Time: 5010.3 ms [2021-05-12 10:13:47 main:574] : INFO : Epoch 1681 | loss: 0.0309857 | val_loss: 0.0312869 | Time: 4765.93 ms [2021-05-12 10:13:52 main:574] : INFO : Epoch 1682 | loss: 0.0309849 | val_loss: 0.0312576 | Time: 4949.4 ms [2021-05-12 10:13:57 main:574] : INFO : Epoch 1683 | loss: 0.030981 | val_loss: 0.0312586 | Time: 4737.69 ms [2021-05-12 10:14:02 main:574] : INFO : Epoch 1684 | loss: 0.0309736 | val_loss: 0.031269 | Time: 4849.52 ms [2021-05-12 10:14:07 main:574] : INFO : Epoch 1685 | loss: 0.0309807 | val_loss: 0.031229 | Time: 4739.69 ms [2021-05-12 10:14:12 main:574] : INFO : Epoch 1686 | loss: 0.0310261 | val_loss: 0.03124 | Time: 4807.4 ms [2021-05-12 10:14:17 main:574] : INFO : Epoch 1687 | loss: 0.0310129 | val_loss: 0.0312526 | Time: 4720.96 ms [2021-05-12 10:14:21 main:574] : INFO : Epoch 1688 | loss: 0.030988 | val_loss: 0.0312338 | Time: 4791.4 ms [2021-05-12 10:14:26 main:574] : INFO : Epoch 1689 | loss: 0.0309836 | val_loss: 0.0312444 | Time: 4687.32 ms [2021-05-12 10:14:31 main:574] : INFO : Epoch 1690 | loss: 0.0309802 | val_loss: 0.0313139 | Time: 4676.31 ms [2021-05-12 10:14:36 main:574] : INFO : Epoch 1691 | loss: 0.0309747 | val_loss: 0.0312771 | Time: 4826.54 ms [2021-05-12 10:14:41 main:574] : INFO : Epoch 1692 | loss: 0.0309798 | val_loss: 0.0312568 | Time: 4763.02 ms [2021-05-12 10:14:46 main:574] : INFO : Epoch 1693 | loss: 0.0309895 | val_loss: 0.0312766 | Time: 4900.43 ms [2021-05-12 10:14:50 main:574] : INFO : Epoch 1694 | loss: 0.0310451 | val_loss: 0.0312282 | Time: 4749.36 ms [2021-05-12 10:14:55 main:574] : INFO : Epoch 1695 | loss: 0.0310432 | val_loss: 0.0312457 | Time: 4739.88 ms [2021-05-12 10:15:00 main:574] : INFO : Epoch 1696 | loss: 0.0310189 | val_loss: 0.0312746 | Time: 4832.21 ms [2021-05-12 10:15:05 main:574] : INFO : Epoch 1697 | loss: 0.030999 | val_loss: 0.031226 | Time: 4877.32 ms [2021-05-12 10:15:10 main:574] : INFO : Epoch 1698 | loss: 0.0309896 | val_loss: 0.0312716 | Time: 4739.53 ms [2021-05-12 10:15:15 main:574] : INFO : Epoch 1699 | loss: 0.0309803 | val_loss: 0.0312885 | Time: 4814.51 ms [2021-05-12 10:15:20 main:574] : INFO : Epoch 1700 | loss: 0.0310046 | val_loss: 0.0312493 | Time: 4740.78 ms [2021-05-12 10:15:24 main:574] : INFO : Epoch 1701 | loss: 0.0309996 | val_loss: 0.031261 | Time: 4893.39 ms [2021-05-12 10:15:30 main:574] : INFO : Epoch 1702 | loss: 0.0309856 | val_loss: 0.0313005 | Time: 5067.87 ms [2021-05-12 10:15:35 main:574] : INFO : Epoch 1703 | loss: 0.0309832 | val_loss: 0.0312526 | Time: 4919.19 ms [2021-05-12 10:15:39 main:574] : INFO : Epoch 1704 | loss: 0.0309924 | val_loss: 0.0313018 | Time: 4869.97 ms [2021-05-12 10:15:44 main:574] : INFO : Epoch 1705 | loss: 0.0309996 | val_loss: 0.0312532 | Time: 4752.73 ms [2021-05-12 10:15:49 main:574] : INFO : Epoch 1706 | loss: 0.0310125 | val_loss: 0.0312373 | Time: 4798.75 ms [2021-05-12 10:15:54 main:574] : INFO : Epoch 1707 | loss: 0.0309985 | val_loss: 0.031267 | Time: 4729.18 ms [2021-05-12 10:15:59 main:574] : INFO : Epoch 1708 | loss: 0.0309857 | val_loss: 0.031254 | Time: 4692.56 ms [2021-05-12 10:16:03 main:574] : INFO : Epoch 1709 | loss: 0.0309881 | val_loss: 0.0312731 | Time: 4719.83 ms [2021-05-12 10:16:08 main:574] : INFO : Epoch 1710 | loss: 0.0309791 | val_loss: 0.0312516 | Time: 4859.26 ms [2021-05-12 10:16:13 main:574] : INFO : Epoch 1711 | loss: 0.0309757 | val_loss: 0.0312518 | Time: 4755.47 ms [2021-05-12 10:16:18 main:574] : INFO : Epoch 1712 | loss: 0.0309823 | val_loss: 0.0312749 | Time: 4878.01 ms [2021-05-12 10:16:23 main:574] : INFO : Epoch 1713 | loss: 0.0309769 | val_loss: 0.03126 | Time: 4775.7 ms [2021-05-12 10:16:28 main:574] : INFO : Epoch 1714 | loss: 0.030974 | val_loss: 0.0312735 | Time: 4872.75 ms [2021-05-12 10:16:33 main:574] : INFO : Epoch 1715 | loss: 0.030978 | val_loss: 0.0312633 | Time: 4781.44 ms [2021-05-12 10:16:38 main:574] : INFO : Epoch 1716 | loss: 0.0309751 | val_loss: 0.0312856 | Time: 4855.9 ms [2021-05-12 10:16:43 main:574] : INFO : Epoch 1717 | loss: 0.0309784 | val_loss: 0.0312508 | Time: 4830.34 ms [2021-05-12 10:16:47 main:574] : INFO : Epoch 1718 | loss: 0.0309756 | val_loss: 0.031279 | Time: 4846.52 ms [2021-05-12 10:16:52 main:574] : INFO : Epoch 1719 | loss: 0.0309881 | val_loss: 0.031273 | Time: 4812.23 ms [2021-05-12 10:16:57 main:574] : INFO : Epoch 1720 | loss: 0.0309973 | val_loss: 0.0312528 | Time: 4824.57 ms [2021-05-12 10:17:02 main:574] : INFO : Epoch 1721 | loss: 0.03099 | val_loss: 0.0312746 | Time: 4905.06 ms [2021-05-12 10:17:07 main:574] : INFO : Epoch 1722 | loss: 0.0309813 | val_loss: 0.0312482 | Time: 4902.42 ms [2021-05-12 10:17:12 main:574] : INFO : Epoch 1723 | loss: 0.030975 | val_loss: 0.0312811 | Time: 4899.92 ms [2021-05-12 10:17:17 main:574] : INFO : Epoch 1724 | loss: 0.0309792 | val_loss: 0.0312566 | Time: 4862.83 ms [2021-05-12 10:17:22 main:574] : INFO : Epoch 1725 | loss: 0.0309788 | val_loss: 0.0312979 | Time: 4828.74 ms [2021-05-12 10:17:27 main:574] : INFO : Epoch 1726 | loss: 0.0309669 | val_loss: 0.0312983 | Time: 4953.11 ms [2021-05-12 10:17:32 main:574] : INFO : Epoch 1727 | loss: 0.0309837 | val_loss: 0.0312521 | Time: 4974.87 ms [2021-05-12 10:17:37 main:574] : INFO : Epoch 1728 | loss: 0.0309845 | val_loss: 0.0313063 | Time: 4731.33 ms [2021-05-12 10:17:42 main:574] : INFO : Epoch 1729 | loss: 0.0309788 | val_loss: 0.0312883 | Time: 4838.24 ms [2021-05-12 10:17:47 main:574] : INFO : Epoch 1730 | loss: 0.0309775 | val_loss: 0.0312507 | Time: 4910.16 ms [2021-05-12 10:17:52 main:574] : INFO : Epoch 1731 | loss: 0.0309857 | val_loss: 0.0312819 | Time: 4811.09 ms [2021-05-12 10:17:57 main:574] : INFO : Epoch 1732 | loss: 0.0309753 | val_loss: 0.0312969 | Time: 4856.81 ms [2021-05-12 10:18:02 main:574] : INFO : Epoch 1733 | loss: 0.0309976 | val_loss: 0.0312834 | Time: 4836.35 ms [2021-05-12 10:18:06 main:574] : INFO : Epoch 1734 | loss: 0.0333608 | val_loss: 0.0318099 | Time: 4758.54 ms [2021-05-12 10:18:11 main:574] : INFO : Epoch 1735 | loss: 0.0354385 | val_loss: 0.0389898 | Time: 4937.97 ms [2021-05-12 10:18:16 main:574] : INFO : Epoch 1736 | loss: 0.0396023 | val_loss: 0.03644 | Time: 4746.21 ms [2021-05-12 10:18:21 main:574] : INFO : Epoch 1737 | loss: 0.0329305 | val_loss: 0.0315124 | Time: 4871.35 ms [2021-05-12 10:18:26 main:574] : INFO : Epoch 1738 | loss: 0.0313812 | val_loss: 0.0313393 | Time: 4797.65 ms [2021-05-12 10:18:31 main:574] : INFO : Epoch 1739 | loss: 0.031277 | val_loss: 0.031267 | Time: 4769.34 ms [2021-05-12 10:18:36 main:574] : INFO : Epoch 1740 | loss: 0.0312524 | val_loss: 0.0312488 | Time: 4762.41 ms [2021-05-12 10:18:40 main:574] : INFO : Epoch 1741 | loss: 0.0312464 | val_loss: 0.0312449 | Time: 4901.89 ms [2021-05-12 10:18:45 main:574] : INFO : Epoch 1742 | loss: 0.0312444 | val_loss: 0.0312428 | Time: 4941.39 ms [2021-05-12 10:18:50 main:574] : INFO : Epoch 1743 | loss: 0.0312432 | val_loss: 0.0312415 | Time: 4819.21 ms [2021-05-12 10:18:55 main:574] : INFO : Epoch 1744 | loss: 0.0312412 | val_loss: 0.0312402 | Time: 4892.97 ms [2021-05-12 10:19:00 main:574] : INFO : Epoch 1745 | loss: 0.0312399 | val_loss: 0.031239 | Time: 4750.27 ms [2021-05-12 10:19:05 main:574] : INFO : Epoch 1746 | loss: 0.0312387 | val_loss: 0.0312376 | Time: 4748.33 ms [2021-05-12 10:19:10 main:574] : INFO : Epoch 1747 | loss: 0.031237 | val_loss: 0.0312367 | Time: 4770.29 ms [2021-05-12 10:19:15 main:574] : INFO : Epoch 1748 | loss: 0.0312357 | val_loss: 0.031235 | Time: 4807.92 ms [2021-05-12 10:19:20 main:574] : INFO : Epoch 1749 | loss: 0.0312339 | val_loss: 0.0312327 | Time: 4888.56 ms [2021-05-12 10:19:25 main:574] : INFO : Epoch 1750 | loss: 0.0312318 | val_loss: 0.0312311 | Time: 4881.71 ms [2021-05-12 10:19:29 main:574] : INFO : Epoch 1751 | loss: 0.0312302 | val_loss: 0.0312294 | Time: 4707.09 ms [2021-05-12 10:19:34 main:574] : INFO : Epoch 1752 | loss: 0.0312287 | val_loss: 0.0312277 | Time: 4742.89 ms [2021-05-12 10:19:39 main:574] : INFO : Epoch 1753 | loss: 0.0312266 | val_loss: 0.0312256 | Time: 4719.29 ms [2021-05-12 10:19:44 main:574] : INFO : Epoch 1754 | loss: 0.0312246 | val_loss: 0.0312243 | Time: 4678.55 ms [2021-05-12 10:19:48 main:574] : INFO : Epoch 1755 | loss: 0.0312229 | val_loss: 0.0312222 | Time: 4709.88 ms [2021-05-12 10:19:53 main:574] : INFO : Epoch 1756 | loss: 0.0312221 | val_loss: 0.0312218 | Time: 4751.2 ms [2021-05-12 10:19:58 main:574] : INFO : Epoch 1757 | loss: 0.0312196 | val_loss: 0.0312194 | Time: 5012.3 ms [2021-05-12 10:20:03 main:574] : INFO : Epoch 1758 | loss: 0.0312172 | val_loss: 0.0312164 | Time: 4976.18 ms [2021-05-12 10:20:08 main:574] : INFO : Epoch 1759 | loss: 0.0312145 | val_loss: 0.0312139 | Time: 4787.15 ms [2021-05-12 10:20:13 main:574] : INFO : Epoch 1760 | loss: 0.0312123 | val_loss: 0.0312098 | Time: 4893.42 ms [2021-05-12 10:20:18 main:574] : INFO : Epoch 1761 | loss: 0.0312075 | val_loss: 0.0312072 | Time: 4959.2 ms [2021-05-12 10:20:23 main:574] : INFO : Epoch 1762 | loss: 0.0312038 | val_loss: 0.031202 | Time: 4974.25 ms [2021-05-12 10:20:28 main:574] : INFO : Epoch 1763 | loss: 0.0312001 | val_loss: 0.0311994 | Time: 4882.41 ms [2021-05-12 10:20:33 main:574] : INFO : Epoch 1764 | loss: 0.0311969 | val_loss: 0.0311965 | Time: 4847.22 ms [2021-05-12 10:20:38 main:574] : INFO : Epoch 1765 | loss: 0.031195 | val_loss: 0.0311985 | Time: 4751.83 ms [2021-05-12 10:20:43 main:574] : INFO : Epoch 1766 | loss: 0.0311935 | val_loss: 0.0311925 | Time: 4734.98 ms [2021-05-12 10:20:47 main:574] : INFO : Epoch 1767 | loss: 0.0311903 | val_loss: 0.0311919 | Time: 4764.61 ms [2021-05-12 10:20:52 main:574] : INFO : Epoch 1768 | loss: 0.031189 | val_loss: 0.0311906 | Time: 4789.96 ms [2021-05-12 10:20:57 main:574] : INFO : Epoch 1769 | loss: 0.0311872 | val_loss: 0.0311884 | Time: 4835.95 ms [2021-05-12 10:21:02 main:574] : INFO : Epoch 1770 | loss: 0.0311857 | val_loss: 0.0311868 | Time: 4844.45 ms [2021-05-12 10:21:07 main:574] : INFO : Epoch 1771 | loss: 0.031184 | val_loss: 0.0311853 | Time: 4778.18 ms [2021-05-12 10:21:12 main:574] : INFO : Epoch 1772 | loss: 0.031182 | val_loss: 0.0311841 | Time: 4774.09 ms [2021-05-12 10:21:16 main:574] : INFO : Epoch 1773 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 4818.03 ms [2021-05-12 10:21:21 main:574] : INFO : Epoch 1774 | loss: 0.0311796 | val_loss: 0.0311812 | Time: 4927.13 ms [2021-05-12 10:21:26 main:574] : INFO : Epoch 1775 | loss: 0.0311784 | val_loss: 0.0311801 | Time: 4933.49 ms [2021-05-12 10:21:31 main:574] : INFO : Epoch 1776 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 4813.41 ms [2021-05-12 10:21:36 main:574] : INFO : Epoch 1777 | loss: 0.0311756 | val_loss: 0.031177 | Time: 4876.62 ms [2021-05-12 10:21:41 main:574] : INFO : Epoch 1778 | loss: 0.031171 | val_loss: 0.0311716 | Time: 4886.19 ms [2021-05-12 10:21:46 main:574] : INFO : Epoch 1779 | loss: 0.0311636 | val_loss: 0.0311696 | Time: 4890.53 ms [2021-05-12 10:21:51 main:574] : INFO : Epoch 1780 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 4657.93 ms [2021-05-12 10:21:56 main:574] : INFO : Epoch 1781 | loss: 0.031159 | val_loss: 0.0311675 | Time: 4747.34 ms [2021-05-12 10:22:01 main:574] : INFO : Epoch 1782 | loss: 0.0311574 | val_loss: 0.031168 | Time: 4875.53 ms [2021-05-12 10:22:05 main:574] : INFO : Epoch 1783 | loss: 0.0311576 | val_loss: 0.0311693 | Time: 4671.1 ms [2021-05-12 10:22:10 main:574] : INFO : Epoch 1784 | loss: 0.0311564 | val_loss: 0.0311685 | Time: 4807.06 ms [2021-05-12 10:22:15 main:574] : INFO : Epoch 1785 | loss: 0.031155 | val_loss: 0.0311654 | Time: 4757.14 ms [2021-05-12 10:22:20 main:574] : INFO : Epoch 1786 | loss: 0.0311543 | val_loss: 0.0311674 | Time: 4745.55 ms [2021-05-12 10:22:25 main:574] : INFO : Epoch 1787 | loss: 0.0311531 | val_loss: 0.0311666 | Time: 4837.63 ms [2021-05-12 10:22:29 main:574] : INFO : Epoch 1788 | loss: 0.031153 | val_loss: 0.0311642 | Time: 4789.7 ms [2021-05-12 10:22:34 main:574] : INFO : Epoch 1789 | loss: 0.0311521 | val_loss: 0.0311649 | Time: 4773.02 ms [2021-05-12 10:22:39 main:574] : INFO : Epoch 1790 | loss: 0.0311506 | val_loss: 0.0311638 | Time: 4940.79 ms [2021-05-12 10:22:44 main:574] : INFO : Epoch 1791 | loss: 0.0311501 | val_loss: 0.0311662 | Time: 4682.93 ms [2021-05-12 10:22:49 main:574] : INFO : Epoch 1792 | loss: 0.0311503 | val_loss: 0.0311668 | Time: 4772.66 ms [2021-05-12 10:22:54 main:574] : INFO : Epoch 1793 | loss: 0.0311506 | val_loss: 0.0311646 | Time: 4765.43 ms [2021-05-12 10:22:59 main:574] : INFO : Epoch 1794 | loss: 0.0311494 | val_loss: 0.0311636 | Time: 4861.55 ms [2021-05-12 10:23:04 main:574] : INFO : Epoch 1795 | loss: 0.0311496 | val_loss: 0.031167 | Time: 4831.57 ms [2021-05-12 10:23:08 main:574] : INFO : Epoch 1796 | loss: 0.0311492 | val_loss: 0.0311661 | Time: 4702.27 ms [2021-05-12 10:23:13 main:574] : INFO : Epoch 1797 | loss: 0.0311489 | val_loss: 0.0311632 | Time: 4712.61 ms [2021-05-12 10:23:18 main:574] : INFO : Epoch 1798 | loss: 0.0311468 | val_loss: 0.0311665 | Time: 4907.25 ms [2021-05-12 10:23:23 main:574] : INFO : Epoch 1799 | loss: 0.0311484 | val_loss: 0.0311683 | Time: 4812.66 ms [2021-05-12 10:23:28 main:574] : INFO : Epoch 1800 | loss: 0.0311486 | val_loss: 0.0311641 | Time: 5015.48 ms [2021-05-12 10:23:33 main:574] : INFO : Epoch 1801 | loss: 0.0311475 | val_loss: 0.0311642 | Time: 4853.74 ms [2021-05-12 10:23:38 main:574] : INFO : Epoch 1802 | loss: 0.0311448 | val_loss: 0.0311634 | Time: 4758.27 ms [2021-05-12 10:23:42 main:574] : INFO : Epoch 1803 | loss: 0.0311438 | val_loss: 0.0311638 | Time: 4747.95 ms [2021-05-12 10:23:47 main:574] : INFO : Epoch 1804 | loss: 0.0311444 | val_loss: 0.0311695 | Time: 4806.42 ms [2021-05-12 10:23:52 main:574] : INFO : Epoch 1805 | loss: 0.0311429 | val_loss: 0.031162 | Time: 4812.21 ms [2021-05-12 10:23:57 main:574] : INFO : Epoch 1806 | loss: 0.0311422 | val_loss: 0.031163 | Time: 4871.89 ms [2021-05-12 10:24:02 main:574] : INFO : Epoch 1807 | loss: 0.0311427 | val_loss: 0.0311613 | Time: 4922.35 ms [2021-05-12 10:24:07 main:574] : INFO : Epoch 1808 | loss: 0.0311408 | val_loss: 0.0311638 | Time: 4690.95 ms [2021-05-12 10:24:12 main:574] : INFO : Epoch 1809 | loss: 0.0311398 | val_loss: 0.0311657 | Time: 4749.26 ms [2021-05-12 10:24:16 main:574] : INFO : Epoch 1810 | loss: 0.0311405 | val_loss: 0.0311624 | Time: 4781.84 ms [2021-05-12 10:24:21 main:574] : INFO : Epoch 1811 | loss: 0.0311394 | val_loss: 0.0311606 | Time: 5015.75 ms [2021-05-12 10:24:26 main:574] : INFO : Epoch 1812 | loss: 0.0311391 | val_loss: 0.0311633 | Time: 4790.38 ms [2021-05-12 10:24:31 main:574] : INFO : Epoch 1813 | loss: 0.031138 | val_loss: 0.0311617 | Time: 4815.35 ms [2021-05-12 10:24:36 main:574] : INFO : Epoch 1814 | loss: 0.0311377 | val_loss: 0.0311648 | Time: 4762.5 ms [2021-05-12 10:24:41 main:574] : INFO : Epoch 1815 | loss: 0.0311372 | val_loss: 0.0311617 | Time: 4942.54 ms [2021-05-12 10:24:46 main:574] : INFO : Epoch 1816 | loss: 0.0311371 | val_loss: 0.0311659 | Time: 4845.79 ms [2021-05-12 10:24:51 main:574] : INFO : Epoch 1817 | loss: 0.0311382 | val_loss: 0.0311686 | Time: 4998.8 ms [2021-05-12 10:24:56 main:574] : INFO : Epoch 1818 | loss: 0.0311388 | val_loss: 0.0311651 | Time: 4946.35 ms [2021-05-12 10:25:01 main:574] : INFO : Epoch 1819 | loss: 0.0311383 | val_loss: 0.0311667 | Time: 4822.72 ms [2021-05-12 10:25:06 main:574] : INFO : Epoch 1820 | loss: 0.0311359 | val_loss: 0.0311617 | Time: 4807.29 ms [2021-05-12 10:25:10 main:574] : INFO : Epoch 1821 | loss: 0.0311355 | val_loss: 0.0311654 | Time: 4756.83 ms [2021-05-12 10:25:15 main:574] : INFO : Epoch 1822 | loss: 0.0311339 | val_loss: 0.0311673 | Time: 5013.28 ms [2021-05-12 10:25:20 main:574] : INFO : Epoch 1823 | loss: 0.0311337 | val_loss: 0.031159 | Time: 4748.87 ms [2021-05-12 10:25:25 main:574] : INFO : Epoch 1824 | loss: 0.0311361 | val_loss: 0.0311652 | Time: 4674.6 ms [2021-05-12 10:25:30 main:574] : INFO : Epoch 1825 | loss: 0.0311333 | val_loss: 0.0311647 | Time: 4688.5 ms [2021-05-12 10:25:35 main:574] : INFO : Epoch 1826 | loss: 0.0311333 | val_loss: 0.0311665 | Time: 4750.15 ms [2021-05-12 10:25:39 main:574] : INFO : Epoch 1827 | loss: 0.0311324 | val_loss: 0.031163 | Time: 4833.97 ms [2021-05-12 10:25:44 main:574] : INFO : Epoch 1828 | loss: 0.0311322 | val_loss: 0.0311656 | Time: 4768.01 ms [2021-05-12 10:25:49 main:574] : INFO : Epoch 1829 | loss: 0.0311317 | val_loss: 0.0311653 | Time: 4752.65 ms [2021-05-12 10:25:54 main:574] : INFO : Epoch 1830 | loss: 0.0311321 | val_loss: 0.0311666 | Time: 4773.16 ms [2021-05-12 10:25:59 main:574] : INFO : Epoch 1831 | loss: 0.0311309 | val_loss: 0.0311699 | Time: 5089.04 ms [2021-05-12 10:26:04 main:574] : INFO : Epoch 1832 | loss: 0.0311319 | val_loss: 0.031159 | Time: 5321.53 ms [2021-05-12 10:26:09 main:574] : INFO : Epoch 1833 | loss: 0.0311309 | val_loss: 0.0311617 | Time: 4940.01 ms [2021-05-12 10:26:14 main:574] : INFO : Epoch 1834 | loss: 0.0311298 | val_loss: 0.0311724 | Time: 4988.28 ms [2021-05-12 10:26:20 main:574] : INFO : Epoch 1835 | loss: 0.0311288 | val_loss: 0.0311632 | Time: 4860.93 ms [2021-05-12 10:26:24 main:574] : INFO : Epoch 1836 | loss: 0.0311282 | val_loss: 0.0311602 | Time: 4800.22 ms [2021-05-12 10:26:29 main:574] : INFO : Epoch 1837 | loss: 0.0311284 | val_loss: 0.0311706 | Time: 4765.65 ms [2021-05-12 10:26:34 main:574] : INFO : Epoch 1838 | loss: 0.0311296 | val_loss: 0.031161 | Time: 4835.12 ms [2021-05-12 10:26:39 main:574] : INFO : Epoch 1839 | loss: 0.0311288 | val_loss: 0.03118 | Time: 4770.88 ms [2021-05-12 10:26:44 main:574] : INFO : Epoch 1840 | loss: 0.0311328 | val_loss: 0.0311576 | Time: 4843.83 ms [2021-05-12 10:26:49 main:574] : INFO : Epoch 1841 | loss: 0.0311318 | val_loss: 0.0311618 | Time: 4823.53 ms [2021-05-12 10:26:53 main:574] : INFO : Epoch 1842 | loss: 0.0311278 | val_loss: 0.0311657 | Time: 4690.16 ms [2021-05-12 10:26:58 main:574] : INFO : Epoch 1843 | loss: 0.0311244 | val_loss: 0.0311675 | Time: 4787.68 ms [2021-05-12 10:27:03 main:574] : INFO : Epoch 1844 | loss: 0.0311253 | val_loss: 0.0311618 | Time: 4679.69 ms [2021-05-12 10:27:08 main:574] : INFO : Epoch 1845 | loss: 0.0311252 | val_loss: 0.0311662 | Time: 4818.11 ms [2021-05-12 10:27:13 main:574] : INFO : Epoch 1846 | loss: 0.0311245 | val_loss: 0.0311631 | Time: 4839.42 ms [2021-05-12 10:27:18 main:574] : INFO : Epoch 1847 | loss: 0.0311237 | val_loss: 0.0311714 | Time: 4814.08 ms [2021-05-12 10:27:23 main:574] : INFO : Epoch 1848 | loss: 0.031123 | val_loss: 0.0311643 | Time: 4893.51 ms [2021-05-12 10:27:27 main:574] : INFO : Epoch 1849 | loss: 0.0311242 | val_loss: 0.0311698 | Time: 4873.89 ms [2021-05-12 10:27:32 main:574] : INFO : Epoch 1850 | loss: 0.0311244 | val_loss: 0.0311651 | Time: 4688.58 ms [2021-05-12 10:27:37 main:574] : INFO : Epoch 1851 | loss: 0.0311222 | val_loss: 0.0311668 | Time: 4772.45 ms [2021-05-12 10:27:42 main:574] : INFO : Epoch 1852 | loss: 0.0311231 | val_loss: 0.0311668 | Time: 4663.87 ms [2021-05-12 10:27:47 main:574] : INFO : Epoch 1853 | loss: 0.0311228 | val_loss: 0.0311671 | Time: 4889.11 ms [2021-05-12 10:27:52 main:574] : INFO : Epoch 1854 | loss: 0.0311215 | val_loss: 0.0311669 | Time: 4873.67 ms [2021-05-12 10:27:56 main:574] : INFO : Epoch 1855 | loss: 0.0311224 | val_loss: 0.0311774 | Time: 4770.17 ms [2021-05-12 10:28:01 main:574] : INFO : Epoch 1856 | loss: 0.0311217 | val_loss: 0.0311651 | Time: 4862.58 ms [2021-05-12 10:28:06 main:574] : INFO : Epoch 1857 | loss: 0.0311237 | val_loss: 0.0311709 | Time: 4683.11 ms [2021-05-12 10:28:11 main:574] : INFO : Epoch 1858 | loss: 0.0311278 | val_loss: 0.0311672 | Time: 4739.13 ms [2021-05-12 10:28:16 main:574] : INFO : Epoch 1859 | loss: 0.0311375 | val_loss: 0.0311668 | Time: 4978.97 ms [2021-05-12 10:28:21 main:574] : INFO : Epoch 1860 | loss: 0.0311352 | val_loss: 0.0311688 | Time: 4917.76 ms [2021-05-12 10:28:26 main:574] : INFO : Epoch 1861 | loss: 0.0311328 | val_loss: 0.0311575 | Time: 4710.96 ms [2021-05-12 10:28:30 main:574] : INFO : Epoch 1862 | loss: 0.0311325 | val_loss: 0.0311704 | Time: 4760.54 ms [2021-05-12 10:28:35 main:574] : INFO : Epoch 1863 | loss: 0.031131 | val_loss: 0.0311657 | Time: 4869.62 ms [2021-05-12 10:28:40 main:574] : INFO : Epoch 1864 | loss: 0.0311289 | val_loss: 0.0311643 | Time: 4730.97 ms [2021-05-12 10:28:45 main:574] : INFO : Epoch 1865 | loss: 0.0311283 | val_loss: 0.0311681 | Time: 4919.93 ms [2021-05-12 10:28:50 main:574] : INFO : Epoch 1866 | loss: 0.0311279 | val_loss: 0.0311636 | Time: 4830.45 ms [2021-05-12 10:28:55 main:574] : INFO : Epoch 1867 | loss: 0.0311262 | val_loss: 0.0311731 | Time: 4833.19 ms [2021-05-12 10:29:00 main:574] : INFO : Epoch 1868 | loss: 0.0311267 | val_loss: 0.0311676 | Time: 4731.53 ms [2021-05-12 10:29:04 main:574] : INFO : Epoch 1869 | loss: 0.0311262 | val_loss: 0.0311626 | Time: 4798.34 ms [2021-05-12 10:29:09 main:574] : INFO : Epoch 1870 | loss: 0.0311239 | val_loss: 0.0311705 | Time: 4677.1 ms [2021-05-12 10:29:14 main:574] : INFO : Epoch 1871 | loss: 0.031128 | val_loss: 0.0311671 | Time: 4771.73 ms [2021-05-12 10:29:19 main:574] : INFO : Epoch 1872 | loss: 0.0311268 | val_loss: 0.0311587 | Time: 4771.47 ms [2021-05-12 10:29:24 main:574] : INFO : Epoch 1873 | loss: 0.0311327 | val_loss: 0.0311606 | Time: 4915.03 ms [2021-05-12 10:29:29 main:574] : INFO : Epoch 1874 | loss: 0.0311303 | val_loss: 0.0311648 | Time: 4714.02 ms [2021-05-12 10:29:33 main:574] : INFO : Epoch 1875 | loss: 0.0311273 | val_loss: 0.0311662 | Time: 4902.68 ms [2021-05-12 10:29:38 main:574] : INFO : Epoch 1876 | loss: 0.0311242 | val_loss: 0.0311658 | Time: 4794.51 ms [2021-05-12 10:29:43 main:574] : INFO : Epoch 1877 | loss: 0.031124 | val_loss: 0.0311733 | Time: 4750.11 ms [2021-05-12 10:29:48 main:574] : INFO : Epoch 1878 | loss: 0.0311289 | val_loss: 0.0311627 | Time: 4607.38 ms [2021-05-12 10:29:53 main:574] : INFO : Epoch 1879 | loss: 0.0311261 | val_loss: 0.0311582 | Time: 4679.42 ms [2021-05-12 10:29:57 main:574] : INFO : Epoch 1880 | loss: 0.0311254 | val_loss: 0.0311689 | Time: 4905.19 ms [2021-05-12 10:30:02 main:574] : INFO : Epoch 1881 | loss: 0.0311243 | val_loss: 0.0311654 | Time: 4776.38 ms [2021-05-12 10:30:07 main:574] : INFO : Epoch 1882 | loss: 0.031125 | val_loss: 0.031172 | Time: 4784.31 ms [2021-05-12 10:30:12 main:574] : INFO : Epoch 1883 | loss: 0.031122 | val_loss: 0.0311644 | Time: 4891.03 ms [2021-05-12 10:30:17 main:574] : INFO : Epoch 1884 | loss: 0.0311193 | val_loss: 0.0311674 | Time: 4728.7 ms [2021-05-12 10:30:22 main:574] : INFO : Epoch 1885 | loss: 0.0311182 | val_loss: 0.0311658 | Time: 4862.2 ms [2021-05-12 10:30:27 main:574] : INFO : Epoch 1886 | loss: 0.0311177 | val_loss: 0.0311708 | Time: 4823.61 ms [2021-05-12 10:30:32 main:574] : INFO : Epoch 1887 | loss: 0.031117 | val_loss: 0.0311704 | Time: 5063.64 ms [2021-05-12 10:30:37 main:574] : INFO : Epoch 1888 | loss: 0.0311163 | val_loss: 0.0311702 | Time: 4879.53 ms [2021-05-12 10:30:42 main:574] : INFO : Epoch 1889 | loss: 0.0311172 | val_loss: 0.0311632 | Time: 5040.82 ms [2021-05-12 10:30:47 main:574] : INFO : Epoch 1890 | loss: 0.0311167 | val_loss: 0.0311743 | Time: 4806.02 ms [2021-05-12 10:30:52 main:574] : INFO : Epoch 1891 | loss: 0.0311152 | val_loss: 0.0311654 | Time: 4801.81 ms [2021-05-12 10:30:57 main:574] : INFO : Epoch 1892 | loss: 0.0311151 | val_loss: 0.0311755 | Time: 4909 ms [2021-05-12 10:31:02 main:574] : INFO : Epoch 1893 | loss: 0.0311134 | val_loss: 0.031174 | Time: 4797.63 ms [2021-05-12 10:31:07 main:574] : INFO : Epoch 1894 | loss: 0.0311211 | val_loss: 0.0311662 | Time: 5047.04 ms [2021-05-12 10:31:12 main:574] : INFO : Epoch 1895 | loss: 0.0311192 | val_loss: 0.0311718 | Time: 5037.44 ms [2021-05-12 10:31:17 main:574] : INFO : Epoch 1896 | loss: 0.0311196 | val_loss: 0.0311709 | Time: 5093.28 ms [2021-05-12 10:31:22 main:574] : INFO : Epoch 1897 | loss: 0.0311212 | val_loss: 0.0311678 | Time: 4953.72 ms [2021-05-12 10:31:27 main:574] : INFO : Epoch 1898 | loss: 0.0311177 | val_loss: 0.0311781 | Time: 4809.77 ms [2021-05-12 10:31:32 main:574] : INFO : Epoch 1899 | loss: 0.0311152 | val_loss: 0.0311757 | Time: 4762.04 ms [2021-05-12 10:31:36 main:574] : INFO : Epoch 1900 | loss: 0.0311148 | val_loss: 0.0311714 | Time: 4848.97 ms [2021-05-12 10:31:41 main:574] : INFO : Epoch 1901 | loss: 0.0311136 | val_loss: 0.0311697 | Time: 4792.39 ms [2021-05-12 10:31:46 main:574] : INFO : Epoch 1902 | loss: 0.0311139 | val_loss: 0.0311734 | Time: 4879.37 ms [2021-05-12 10:31:51 main:574] : INFO : Epoch 1903 | loss: 0.0311135 | val_loss: 0.0311672 | Time: 4754.99 ms [2021-05-12 10:31:56 main:574] : INFO : Epoch 1904 | loss: 0.0311138 | val_loss: 0.0311699 | Time: 4749.09 ms [2021-05-12 10:32:01 main:574] : INFO : Epoch 1905 | loss: 0.0311147 | val_loss: 0.0311737 | Time: 4828.68 ms [2021-05-12 10:32:06 main:574] : INFO : Epoch 1906 | loss: 0.0311133 | val_loss: 0.0311675 | Time: 4945.06 ms [2021-05-12 10:32:10 main:574] : INFO : Epoch 1907 | loss: 0.0311175 | val_loss: 0.0311691 | Time: 4743.58 ms [2021-05-12 10:32:15 main:574] : INFO : Epoch 1908 | loss: 0.0311199 | val_loss: 0.0311812 | Time: 4807.63 ms [2021-05-12 10:32:20 main:574] : INFO : Epoch 1909 | loss: 0.0311193 | val_loss: 0.0311663 | Time: 4715.68 ms [2021-05-12 10:32:25 main:574] : INFO : Epoch 1910 | loss: 0.0311166 | val_loss: 0.0311759 | Time: 4751.71 ms [2021-05-12 10:32:30 main:574] : INFO : Epoch 1911 | loss: 0.0311152 | val_loss: 0.0311759 | Time: 4835.32 ms [2021-05-12 10:32:35 main:574] : INFO : Epoch 1912 | loss: 0.0311135 | val_loss: 0.0311704 | Time: 4938.93 ms [2021-05-12 10:32:40 main:574] : INFO : Epoch 1913 | loss: 0.0311148 | val_loss: 0.0311777 | Time: 4840.95 ms [2021-05-12 10:32:45 main:574] : INFO : Epoch 1914 | loss: 0.031113 | val_loss: 0.0311722 | Time: 4816.51 ms [2021-05-12 10:32:49 main:574] : INFO : Epoch 1915 | loss: 0.0311112 | val_loss: 0.0311687 | Time: 4829.73 ms [2021-05-12 10:32:54 main:574] : INFO : Epoch 1916 | loss: 0.0311127 | val_loss: 0.0311694 | Time: 4787.38 ms [2021-05-12 10:32:59 main:574] : INFO : Epoch 1917 | loss: 0.0311101 | val_loss: 0.0311771 | Time: 4896.9 ms [2021-05-12 10:33:04 main:574] : INFO : Epoch 1918 | loss: 0.0311079 | val_loss: 0.0311747 | Time: 5031.53 ms [2021-05-12 10:33:09 main:574] : INFO : Epoch 1919 | loss: 0.0311084 | val_loss: 0.0311787 | Time: 4910.9 ms [2021-05-12 10:33:14 main:574] : INFO : Epoch 1920 | loss: 0.0311084 | val_loss: 0.0311822 | Time: 4786.3 ms [2021-05-12 10:33:19 main:574] : INFO : Epoch 1921 | loss: 0.031111 | val_loss: 0.0311719 | Time: 4989.29 ms [2021-05-12 10:33:24 main:574] : INFO : Epoch 1922 | loss: 0.0311155 | val_loss: 0.0311726 | Time: 4745.54 ms [2021-05-12 10:33:29 main:574] : INFO : Epoch 1923 | loss: 0.0311152 | val_loss: 0.0311778 | Time: 4928.86 ms [2021-05-12 10:33:34 main:574] : INFO : Epoch 1924 | loss: 0.0311217 | val_loss: 0.0311796 | Time: 4832.47 ms [2021-05-12 10:33:39 main:574] : INFO : Epoch 1925 | loss: 0.0311223 | val_loss: 0.0311786 | Time: 4887.93 ms [2021-05-12 10:33:44 main:574] : INFO : Epoch 1926 | loss: 0.0311178 | val_loss: 0.0311684 | Time: 4996.49 ms [2021-05-12 10:33:49 main:574] : INFO : Epoch 1927 | loss: 0.0311149 | val_loss: 0.031176 | Time: 4895.27 ms [2021-05-12 10:33:54 main:574] : INFO : Epoch 1928 | loss: 0.0311138 | val_loss: 0.0311709 | Time: 4898.43 ms [2021-05-12 10:33:59 main:574] : INFO : Epoch 1929 | loss: 0.0311159 | val_loss: 0.0311734 | Time: 4938.98 ms [2021-05-12 10:34:04 main:574] : INFO : Epoch 1930 | loss: 0.0311168 | val_loss: 0.0311641 | Time: 5012 ms [2021-05-12 10:34:09 main:574] : INFO : Epoch 1931 | loss: 0.0311248 | val_loss: 0.0311616 | Time: 4809.62 ms [2021-05-12 10:34:14 main:574] : INFO : Epoch 1932 | loss: 0.0311239 | val_loss: 0.0311637 | Time: 4792.45 ms [2021-05-12 10:34:19 main:574] : INFO : Epoch 1933 | loss: 0.031122 | val_loss: 0.0311693 | Time: 4800.96 ms [2021-05-12 10:34:23 main:574] : INFO : Epoch 1934 | loss: 0.0311207 | val_loss: 0.0311706 | Time: 4684.35 ms [2021-05-12 10:34:28 main:574] : INFO : Epoch 1935 | loss: 0.0311188 | val_loss: 0.0311658 | Time: 4797.55 ms [2021-05-12 10:34:33 main:574] : INFO : Epoch 1936 | loss: 0.0311193 | val_loss: 0.0311651 | Time: 4857.86 ms [2021-05-12 10:34:38 main:574] : INFO : Epoch 1937 | loss: 0.0311165 | val_loss: 0.0311645 | Time: 4762.01 ms [2021-05-12 10:34:43 main:574] : INFO : Epoch 1938 | loss: 0.0311138 | val_loss: 0.0311699 | Time: 4861.29 ms [2021-05-12 10:34:48 main:574] : INFO : Epoch 1939 | loss: 0.0311122 | val_loss: 0.0311629 | Time: 4845.54 ms [2021-05-12 10:34:52 main:574] : INFO : Epoch 1940 | loss: 0.0311115 | val_loss: 0.0311807 | Time: 4752.65 ms [2021-05-12 10:34:57 main:574] : INFO : Epoch 1941 | loss: 0.0311277 | val_loss: 0.0311612 | Time: 4912.6 ms [2021-05-12 10:35:02 main:574] : INFO : Epoch 1942 | loss: 0.0311326 | val_loss: 0.031164 | Time: 4760.27 ms [2021-05-12 10:35:07 main:574] : INFO : Epoch 1943 | loss: 0.0311263 | val_loss: 0.0311634 | Time: 4822.34 ms [2021-05-12 10:35:12 main:574] : INFO : Epoch 1944 | loss: 0.0311211 | val_loss: 0.0311616 | Time: 4638.37 ms [2021-05-12 10:35:17 main:574] : INFO : Epoch 1945 | loss: 0.0311163 | val_loss: 0.0311581 | Time: 4741.08 ms [2021-05-12 10:35:21 main:574] : INFO : Epoch 1946 | loss: 0.0311131 | val_loss: 0.0311578 | Time: 4688.92 ms [2021-05-12 10:35:26 main:574] : INFO : Epoch 1947 | loss: 0.0311166 | val_loss: 0.03116 | Time: 4794.05 ms [2021-05-12 10:35:31 main:574] : INFO : Epoch 1948 | loss: 0.0311172 | val_loss: 0.031159 | Time: 4694.12 ms [2021-05-12 10:35:36 main:574] : INFO : Epoch 1949 | loss: 0.031114 | val_loss: 0.0311599 | Time: 4922.37 ms [2021-05-12 10:35:41 main:574] : INFO : Epoch 1950 | loss: 0.0311109 | val_loss: 0.0311601 | Time: 4856.26 ms [2021-05-12 10:35:46 main:574] : INFO : Epoch 1951 | loss: 0.031111 | val_loss: 0.0311577 | Time: 4802.99 ms [2021-05-12 10:35:51 main:574] : INFO : Epoch 1952 | loss: 0.0311108 | val_loss: 0.0311619 | Time: 4814.4 ms [2021-05-12 10:35:55 main:574] : INFO : Epoch 1953 | loss: 0.0311105 | val_loss: 0.0311642 | Time: 4742.73 ms [2021-05-12 10:36:00 main:574] : INFO : Epoch 1954 | loss: 0.031104 | val_loss: 0.0311641 | Time: 4875.43 ms [2021-05-12 10:36:05 main:574] : INFO : Epoch 1955 | loss: 0.0311065 | val_loss: 0.0311678 | Time: 4783.96 ms [2021-05-12 10:36:10 main:574] : INFO : Epoch 1956 | loss: 0.0311045 | val_loss: 0.0311614 | Time: 4877.86 ms [2021-05-12 10:36:15 main:574] : INFO : Epoch 1957 | loss: 0.0311047 | val_loss: 0.0311646 | Time: 4791.89 ms [2021-05-12 10:36:20 main:574] : INFO : Epoch 1958 | loss: 0.0311039 | val_loss: 0.0311693 | Time: 4784.65 ms [2021-05-12 10:36:25 main:574] : INFO : Epoch 1959 | loss: 0.0311025 | val_loss: 0.0311666 | Time: 4796.97 ms [2021-05-12 10:36:30 main:574] : INFO : Epoch 1960 | loss: 0.0311041 | val_loss: 0.0311655 | Time: 4794.8 ms [2021-05-12 10:36:34 main:574] : INFO : Epoch 1961 | loss: 0.031102 | val_loss: 0.0311654 | Time: 4828.93 ms [2021-05-12 10:36:39 main:574] : INFO : Epoch 1962 | loss: 0.0310977 | val_loss: 0.0311774 | Time: 4905.81 ms [2021-05-12 10:36:44 main:574] : INFO : Epoch 1963 | loss: 0.0310995 | val_loss: 0.0311783 | Time: 4843.71 ms [2021-05-12 10:36:49 main:574] : INFO : Epoch 1964 | loss: 0.0311027 | val_loss: 0.0311744 | Time: 4828.12 ms [2021-05-12 10:36:54 main:574] : INFO : Epoch 1965 | loss: 0.0311015 | val_loss: 0.031185 | Time: 4851.44 ms [2021-05-12 10:36:59 main:574] : INFO : Epoch 1966 | loss: 0.0311098 | val_loss: 0.031164 | Time: 4894.61 ms [2021-05-12 10:37:04 main:574] : INFO : Epoch 1967 | loss: 0.0311058 | val_loss: 0.0311708 | Time: 4782.66 ms [2021-05-12 10:37:09 main:574] : INFO : Epoch 1968 | loss: 0.0311043 | val_loss: 0.0311646 | Time: 4729.7 ms [2021-05-12 10:37:14 main:574] : INFO : Epoch 1969 | loss: 0.0311033 | val_loss: 0.0311699 | Time: 4797.22 ms [2021-05-12 10:37:19 main:574] : INFO : Epoch 1970 | loss: 0.0311031 | val_loss: 0.0311749 | Time: 4925.81 ms [2021-05-12 10:37:23 main:574] : INFO : Epoch 1971 | loss: 0.0310991 | val_loss: 0.0311744 | Time: 4887.67 ms [2021-05-12 10:37:28 main:574] : INFO : Epoch 1972 | loss: 0.0311036 | val_loss: 0.0311819 | Time: 4897.68 ms [2021-05-12 10:37:33 main:574] : INFO : Epoch 1973 | loss: 0.0310998 | val_loss: 0.0311762 | Time: 4876.34 ms [2021-05-12 10:37:38 main:574] : INFO : Epoch 1974 | loss: 0.0310949 | val_loss: 0.0311772 | Time: 4990.37 ms [2021-05-12 10:37:43 main:574] : INFO : Epoch 1975 | loss: 0.0310948 | val_loss: 0.0311838 | Time: 4874.49 ms [2021-05-12 10:37:48 main:574] : INFO : Epoch 1976 | loss: 0.0311011 | val_loss: 0.0311749 | Time: 4734.18 ms [2021-05-12 10:37:53 main:574] : INFO : Epoch 1977 | loss: 0.0310966 | val_loss: 0.0311654 | Time: 4829.97 ms [2021-05-12 10:37:58 main:574] : INFO : Epoch 1978 | loss: 0.0310994 | val_loss: 0.0311774 | Time: 4782.47 ms [2021-05-12 10:38:03 main:574] : INFO : Epoch 1979 | loss: 0.0310982 | val_loss: 0.0311721 | Time: 4812.11 ms [2021-05-12 10:38:08 main:574] : INFO : Epoch 1980 | loss: 0.0310991 | val_loss: 0.0311667 | Time: 4850.91 ms [2021-05-12 10:38:13 main:574] : INFO : Epoch 1981 | loss: 0.0310968 | val_loss: 0.0311814 | Time: 4863.65 ms [2021-05-12 10:38:18 main:574] : INFO : Epoch 1982 | loss: 0.0310969 | val_loss: 0.031183 | Time: 5005.04 ms [2021-05-12 10:38:23 main:574] : INFO : Epoch 1983 | loss: 0.0310965 | val_loss: 0.0311698 | Time: 4812.84 ms [2021-05-12 10:38:28 main:574] : INFO : Epoch 1984 | loss: 0.0310938 | val_loss: 0.0311697 | Time: 5029.81 ms [2021-05-12 10:38:33 main:574] : INFO : Epoch 1985 | loss: 0.0310905 | val_loss: 0.0311804 | Time: 4876.94 ms [2021-05-12 10:38:37 main:574] : INFO : Epoch 1986 | loss: 0.0310953 | val_loss: 0.0311794 | Time: 4680.48 ms [2021-05-12 10:38:42 main:574] : INFO : Epoch 1987 | loss: 0.0310931 | val_loss: 0.0311817 | Time: 4792.29 ms [2021-05-12 10:38:47 main:574] : INFO : Epoch 1988 | loss: 0.0310946 | val_loss: 0.0311833 | Time: 4744.81 ms [2021-05-12 10:38:52 main:574] : INFO : Epoch 1989 | loss: 0.0310927 | val_loss: 0.0311776 | Time: 4853.31 ms [2021-05-12 10:38:57 main:574] : INFO : Epoch 1990 | loss: 0.031091 | val_loss: 0.0311777 | Time: 4825.76 ms [2021-05-12 10:39:02 main:574] : INFO : Epoch 1991 | loss: 0.0310918 | val_loss: 0.031187 | Time: 4809.81 ms [2021-05-12 10:39:06 main:574] : INFO : Epoch 1992 | loss: 0.0310922 | val_loss: 0.0311781 | Time: 4736.66 ms [2021-05-12 10:39:11 main:574] : INFO : Epoch 1993 | loss: 0.0310945 | val_loss: 0.0311754 | Time: 4811.92 ms [2021-05-12 10:39:16 main:574] : INFO : Epoch 1994 | loss: 0.0310961 | val_loss: 0.0311741 | Time: 4879.82 ms [2021-05-12 10:39:21 main:574] : INFO : Epoch 1995 | loss: 0.0310947 | val_loss: 0.031161 | Time: 4806.2 ms [2021-05-12 10:39:26 main:574] : INFO : Epoch 1996 | loss: 0.0310979 | val_loss: 0.0311748 | Time: 4852.92 ms [2021-05-12 10:39:31 main:574] : INFO : Epoch 1997 | loss: 0.0310965 | val_loss: 0.0311705 | Time: 5018.77 ms [2021-05-12 10:39:36 main:574] : INFO : Epoch 1998 | loss: 0.0310936 | val_loss: 0.0311758 | Time: 4793.85 ms [2021-05-12 10:39:41 main:574] : INFO : Epoch 1999 | loss: 0.0310888 | val_loss: 0.0311816 | Time: 4794.55 ms [2021-05-12 10:39:46 main:574] : INFO : Epoch 2000 | loss: 0.03109 | val_loss: 0.0311715 | Time: 4872.66 ms [2021-05-12 10:39:50 main:574] : INFO : Epoch 2001 | loss: 0.0310889 | val_loss: 0.0311742 | Time: 4739.49 ms [2021-05-12 10:39:55 main:574] : INFO : Epoch 2002 | loss: 0.0310969 | val_loss: 0.0311723 | Time: 4858.94 ms [2021-05-12 10:40:00 main:574] : INFO : Epoch 2003 | loss: 0.0310916 | val_loss: 0.0311663 | Time: 4841.92 ms [2021-05-12 10:40:05 main:574] : INFO : Epoch 2004 | loss: 0.031086 | val_loss: 0.031173 | Time: 4767.33 ms [2021-05-12 10:40:10 main:574] : INFO : Epoch 2005 | loss: 0.0310844 | val_loss: 0.0311863 | Time: 4816.14 ms [2021-05-12 10:40:15 main:574] : INFO : Epoch 2006 | loss: 0.0310862 | val_loss: 0.0311748 | Time: 4720.44 ms [2021-05-12 10:40:19 main:574] : INFO : Epoch 2007 | loss: 0.0310975 | val_loss: 0.0311702 | Time: 4714.54 ms [2021-05-12 10:40:24 main:574] : INFO : Epoch 2008 | loss: 0.0311047 | val_loss: 0.0311694 | Time: 4850.83 ms [2021-05-12 10:40:29 main:574] : INFO : Epoch 2009 | loss: 0.0310977 | val_loss: 0.0311745 | Time: 4935.2 ms [2021-05-12 10:40:34 main:574] : INFO : Epoch 2010 | loss: 0.0310945 | val_loss: 0.0311741 | Time: 4849.98 ms [2021-05-12 10:40:39 main:574] : INFO : Epoch 2011 | loss: 0.0310909 | val_loss: 0.031194 | Time: 4861.07 ms [2021-05-12 10:40:44 main:574] : INFO : Epoch 2012 | loss: 0.0310927 | val_loss: 0.0311732 | Time: 4918.2 ms [2021-05-12 10:40:49 main:574] : INFO : Epoch 2013 | loss: 0.0310925 | val_loss: 0.031181 | Time: 4958.18 ms [2021-05-12 10:40:54 main:574] : INFO : Epoch 2014 | loss: 0.0310963 | val_loss: 0.0311878 | Time: 4807.57 ms [2021-05-12 10:40:59 main:574] : INFO : Epoch 2015 | loss: 0.0310892 | val_loss: 0.0311796 | Time: 5120.39 ms [2021-05-12 10:41:04 main:574] : INFO : Epoch 2016 | loss: 0.0310839 | val_loss: 0.031185 | Time: 5342.16 ms [2021-05-12 10:41:10 main:574] : INFO : Epoch 2017 | loss: 0.0310793 | val_loss: 0.0311756 | Time: 5045.51 ms [2021-05-12 10:41:14 main:574] : INFO : Epoch 2018 | loss: 0.0310812 | val_loss: 0.0311753 | Time: 4794.63 ms [2021-05-12 10:41:19 main:574] : INFO : Epoch 2019 | loss: 0.0310937 | val_loss: 0.0311693 | Time: 4789.99 ms [2021-05-12 10:41:24 main:574] : INFO : Epoch 2020 | loss: 0.0310897 | val_loss: 0.031175 | Time: 5096.44 ms [2021-05-12 10:41:29 main:574] : INFO : Epoch 2021 | loss: 0.0310865 | val_loss: 0.0311817 | Time: 4799.59 ms [2021-05-12 10:41:34 main:574] : INFO : Epoch 2022 | loss: 0.0310889 | val_loss: 0.0311833 | Time: 4903.68 ms [2021-05-12 10:41:39 main:574] : INFO : Epoch 2023 | loss: 0.0310949 | val_loss: 0.0311796 | Time: 4876.25 ms [2021-05-12 10:41:44 main:574] : INFO : Epoch 2024 | loss: 0.0310895 | val_loss: 0.0311715 | Time: 4969.54 ms [2021-05-12 10:41:49 main:574] : INFO : Epoch 2025 | loss: 0.0310905 | val_loss: 0.0311742 | Time: 4858.32 ms [2021-05-12 10:41:54 main:574] : INFO : Epoch 2026 | loss: 0.0310863 | val_loss: 0.0311836 | Time: 4791.73 ms [2021-05-12 10:41:59 main:574] : INFO : Epoch 2027 | loss: 0.0310856 | val_loss: 0.0311754 | Time: 4834.86 ms [2021-05-12 10:42:04 main:574] : INFO : Epoch 2028 | loss: 0.0310842 | val_loss: 0.0311785 | Time: 4898.34 ms [2021-05-12 10:42:09 main:574] : INFO : Epoch 2029 | loss: 0.0310812 | val_loss: 0.0311699 | Time: 5006.37 ms [2021-05-12 10:42:14 main:574] : INFO : Epoch 2030 | loss: 0.0310882 | val_loss: 0.0311709 | Time: 4891.83 ms [2021-05-12 10:42:19 main:574] : INFO : Epoch 2031 | loss: 0.0310915 | val_loss: 0.0311763 | Time: 4977.46 ms [2021-05-12 10:42:24 main:574] : INFO : Epoch 2032 | loss: 0.0310895 | val_loss: 0.0311891 | Time: 4995.44 ms [2021-05-12 10:42:29 main:574] : INFO : Epoch 2033 | loss: 0.0310878 | val_loss: 0.0311876 | Time: 4899.77 ms [2021-05-12 10:42:33 main:574] : INFO : Epoch 2034 | loss: 0.0310823 | val_loss: 0.0311709 | Time: 4837.05 ms [2021-05-12 10:42:39 main:574] : INFO : Epoch 2035 | loss: 0.0310834 | val_loss: 0.0311792 | Time: 4958.79 ms [2021-05-12 10:42:44 main:574] : INFO : Epoch 2036 | loss: 0.0310789 | val_loss: 0.0311759 | Time: 5050.84 ms [2021-05-12 10:42:49 main:574] : INFO : Epoch 2037 | loss: 0.0310799 | val_loss: 0.0311915 | Time: 4965.12 ms [2021-05-12 10:42:54 main:574] : INFO : Epoch 2038 | loss: 0.0310772 | val_loss: 0.0311798 | Time: 4871.01 ms [2021-05-12 10:42:59 main:574] : INFO : Epoch 2039 | loss: 0.0310786 | val_loss: 0.0311804 | Time: 4898.82 ms [2021-05-12 10:43:03 main:574] : INFO : Epoch 2040 | loss: 0.0310751 | val_loss: 0.0311848 | Time: 4814.55 ms [2021-05-12 10:43:08 main:574] : INFO : Epoch 2041 | loss: 0.0310807 | val_loss: 0.0311781 | Time: 4858.03 ms [2021-05-12 10:43:13 main:574] : INFO : Epoch 2042 | loss: 0.0310779 | val_loss: 0.0311672 | Time: 4744.97 ms [2021-05-12 10:43:18 main:574] : INFO : Epoch 2043 | loss: 0.0310982 | val_loss: 0.0311699 | Time: 4883.26 ms [2021-05-12 10:43:23 main:574] : INFO : Epoch 2044 | loss: 0.0310906 | val_loss: 0.0311819 | Time: 5000.11 ms [2021-05-12 10:43:28 main:574] : INFO : Epoch 2045 | loss: 0.0310905 | val_loss: 0.0311876 | Time: 4769.89 ms [2021-05-12 10:43:33 main:574] : INFO : Epoch 2046 | loss: 0.0310895 | val_loss: 0.0311785 | Time: 4937.3 ms [2021-05-12 10:43:38 main:574] : INFO : Epoch 2047 | loss: 0.0310891 | val_loss: 0.0311707 | Time: 4988.03 ms [2021-05-12 10:43:43 main:574] : INFO : Epoch 2048 | loss: 0.031093 | val_loss: 0.0311811 | Time: 4881.41 ms [2021-05-12 10:43:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311811 [2021-05-12 10:43:43 main:603] : INFO : Saving end state to config to file [2021-05-12 10:43:43 main:608] : INFO : Success, exiting.. 10:43:43 (12684): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)