Task 14450363
| Name | ParityModified-1647047015-32273-3-0_0 |
| Workunit | 11493245 |
| Created | 6 Apr 2022, 4:58:25 UTC |
| Sent | 10 Apr 2022, 23:07:59 UTC |
| Report deadline | 18 Apr 2022, 23:07:59 UTC |
| Received | 12 Apr 2022, 18:19:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19045 |
| Run time | 2 hours 0 min 43 sec |
| CPU time | 2 hours 0 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 17,055.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.64 GB |
| Peak swap size | 4.51 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 10:57:26 main:574] : INFO : Epoch 1542 | loss: 0.0311764 | val_loss: 0.0311731 | Time: 2587.36 ms [2022-04-12 10:57:29 main:574] : INFO : Epoch 1543 | loss: 0.0311793 | val_loss: 0.0311729 | Time: 2587.63 ms [2022-04-12 10:57:31 main:574] : INFO : Epoch 1544 | loss: 0.0311764 | val_loss: 0.0311782 | Time: 2598.25 ms [2022-04-12 10:57:34 main:574] : INFO : Epoch 1545 | loss: 0.0311753 | val_loss: 0.031174 | Time: 2582.32 ms [2022-04-12 10:57:37 main:574] : INFO : Epoch 1546 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 2575.24 ms [2022-04-12 10:57:39 main:574] : INFO : Epoch 1547 | loss: 0.0311743 | val_loss: 0.0311749 | Time: 2592.48 ms [2022-04-12 10:57:42 main:574] : INFO : Epoch 1548 | loss: 0.0311741 | val_loss: 0.0311736 | Time: 2587.1 ms [2022-04-12 10:57:44 main:574] : INFO : Epoch 1549 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 2577.8 ms [2022-04-12 10:57:47 main:574] : INFO : Epoch 1550 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 2587.89 ms [2022-04-12 10:57:50 main:574] : INFO : Epoch 1551 | loss: 0.0311736 | val_loss: 0.0311771 | Time: 2600.35 ms [2022-04-12 10:57:52 main:574] : INFO : Epoch 1552 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 2609.78 ms [2022-04-12 10:57:55 main:574] : INFO : Epoch 1553 | loss: 0.0311721 | val_loss: 0.0311742 | Time: 2598.3 ms [2022-04-12 10:57:57 main:574] : INFO : Epoch 1554 | loss: 0.0311724 | val_loss: 0.0311742 | Time: 2584.12 ms [2022-04-12 10:58:00 main:574] : INFO : Epoch 1555 | loss: 0.0311725 | val_loss: 0.031174 | Time: 2603.28 ms [2022-04-12 10:58:03 main:574] : INFO : Epoch 1556 | loss: 0.0311734 | val_loss: 0.0311764 | Time: 2604.26 ms [2022-04-12 10:58:05 main:574] : INFO : Epoch 1557 | loss: 0.0311745 | val_loss: 0.0311784 | Time: 2582.32 ms [2022-04-12 10:58:08 main:574] : INFO : Epoch 1558 | loss: 0.0311753 | val_loss: 0.0311746 | Time: 2575.85 ms [2022-04-12 10:58:10 main:574] : INFO : Epoch 1559 | loss: 0.0311728 | val_loss: 0.031174 | Time: 2583.3 ms [2022-04-12 10:58:13 main:574] : INFO : Epoch 1560 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 2586.3 ms [2022-04-12 10:58:15 main:574] : INFO : Epoch 1561 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 2562.22 ms [2022-04-12 10:58:18 main:574] : INFO : Epoch 1562 | loss: 0.0311753 | val_loss: 0.0311786 | Time: 2573.15 ms [2022-04-12 10:58:21 main:574] : INFO : Epoch 1563 | loss: 0.0311759 | val_loss: 0.031174 | Time: 2583.6 ms [2022-04-12 10:58:23 main:574] : INFO : Epoch 1564 | loss: 0.0311772 | val_loss: 0.0311746 | Time: 2575.89 ms [2022-04-12 10:58:26 main:574] : INFO : Epoch 1565 | loss: 0.0311792 | val_loss: 0.0311746 | Time: 2573.2 ms [2022-04-12 10:58:28 main:574] : INFO : Epoch 1566 | loss: 0.0311757 | val_loss: 0.0311743 | Time: 2581.8 ms [2022-04-12 10:58:31 main:574] : INFO : Epoch 1567 | loss: 0.031174 | val_loss: 0.0311749 | Time: 2584.08 ms [2022-04-12 10:58:34 main:574] : INFO : Epoch 1568 | loss: 0.0311755 | val_loss: 0.0311798 | Time: 2593.01 ms [2022-04-12 10:58:36 main:574] : INFO : Epoch 1569 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 2574.51 ms [2022-04-12 10:58:39 main:574] : INFO : Epoch 1570 | loss: 0.0311758 | val_loss: 0.0311808 | Time: 2577.72 ms [2022-04-12 10:58:41 main:574] : INFO : Epoch 1571 | loss: 0.0311768 | val_loss: 0.0311754 | Time: 2585.18 ms [2022-04-12 10:58:44 main:574] : INFO : Epoch 1572 | loss: 0.0311736 | val_loss: 0.0311798 | Time: 2605.54 ms [2022-04-12 10:58:46 main:574] : INFO : Epoch 1573 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 2587.02 ms [2022-04-12 10:58:49 main:574] : INFO : Epoch 1574 | loss: 0.031176 | val_loss: 0.0311751 | Time: 2569.92 ms [2022-04-12 10:58:52 main:574] : INFO : Epoch 1575 | loss: 0.0311724 | val_loss: 0.0311764 | Time: 2582.45 ms [2022-04-12 10:58:54 main:574] : INFO : Epoch 1576 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 2604.03 ms [2022-04-12 10:58:57 main:574] : INFO : Epoch 1577 | loss: 0.031174 | val_loss: 0.0311746 | Time: 2602.23 ms [2022-04-12 10:58:59 main:574] : INFO : Epoch 1578 | loss: 0.0311713 | val_loss: 0.0311743 | Time: 2599.21 ms [2022-04-12 10:59:02 main:574] : INFO : Epoch 1579 | loss: 0.0311723 | val_loss: 0.0311748 | Time: 2589.32 ms [2022-04-12 10:59:05 main:574] : INFO : Epoch 1580 | loss: 0.0311731 | val_loss: 0.0311736 | Time: 2607.4 ms [2022-04-12 10:59:07 main:574] : INFO : Epoch 1581 | loss: 0.0311745 | val_loss: 0.031177 | Time: 2588.58 ms [2022-04-12 10:59:10 main:574] : INFO : Epoch 1582 | loss: 0.031173 | val_loss: 0.0311755 | Time: 2581.29 ms [2022-04-12 10:59:12 main:574] : INFO : Epoch 1583 | loss: 0.0311727 | val_loss: 0.031178 | Time: 2589.66 ms [2022-04-12 10:59:15 main:574] : INFO : Epoch 1584 | loss: 0.0311725 | val_loss: 0.031175 | Time: 2602.4 ms [2022-04-12 10:59:18 main:574] : INFO : Epoch 1585 | loss: 0.031172 | val_loss: 0.031179 | Time: 2589.79 ms [2022-04-12 10:59:20 main:574] : INFO : Epoch 1586 | loss: 0.0311722 | val_loss: 0.0311754 | Time: 2594.27 ms [2022-04-12 10:59:23 main:574] : INFO : Epoch 1587 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 2597.63 ms [2022-04-12 10:59:25 main:574] : INFO : Epoch 1588 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 2623.26 ms [2022-04-12 10:59:28 main:574] : INFO : Epoch 1589 | loss: 0.0311766 | val_loss: 0.0311746 | Time: 2579.63 ms [2022-04-12 10:59:31 main:574] : INFO : Epoch 1590 | loss: 0.0311737 | val_loss: 0.0311782 | Time: 2588.64 ms [2022-04-12 10:59:33 main:574] : INFO : Epoch 1591 | loss: 0.0311768 | val_loss: 0.0311727 | Time: 2589.64 ms [2022-04-12 10:59:36 main:574] : INFO : Epoch 1592 | loss: 0.0311769 | val_loss: 0.0311762 | Time: 2594.97 ms [2022-04-12 10:59:38 main:574] : INFO : Epoch 1593 | loss: 0.0311744 | val_loss: 0.031175 | Time: 2571.16 ms [2022-04-12 10:59:41 main:574] : INFO : Epoch 1594 | loss: 0.0311708 | val_loss: 0.0311756 | Time: 2574.96 ms [2022-04-12 10:59:44 main:574] : INFO : Epoch 1595 | loss: 0.0311728 | val_loss: 0.0311791 | Time: 2582.44 ms [2022-04-12 10:59:46 main:574] : INFO : Epoch 1596 | loss: 0.0311742 | val_loss: 0.0311752 | Time: 2586.81 ms [2022-04-12 10:59:49 main:574] : INFO : Epoch 1597 | loss: 0.0311725 | val_loss: 0.0311732 | Time: 2577.68 ms [2022-04-12 10:59:51 main:574] : INFO : Epoch 1598 | loss: 0.031171 | val_loss: 0.0311742 | Time: 2580.49 ms [2022-04-12 10:59:54 main:574] : INFO : Epoch 1599 | loss: 0.0311734 | val_loss: 0.0311877 | Time: 2588.41 ms [2022-04-12 10:59:56 main:574] : INFO : Epoch 1600 | loss: 0.031175 | val_loss: 0.0311726 | Time: 2587.42 ms [2022-04-12 10:59:59 main:574] : INFO : Epoch 1601 | loss: 0.0311709 | val_loss: 0.0311724 | Time: 2594.06 ms [2022-04-12 11:00:02 main:574] : INFO : Epoch 1602 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 2610.34 ms [2022-04-12 11:00:04 main:574] : INFO : Epoch 1603 | loss: 0.0311706 | val_loss: 0.0311767 | Time: 2593.63 ms [2022-04-12 11:00:07 main:574] : INFO : Epoch 1604 | loss: 0.0311729 | val_loss: 0.0311799 | Time: 2615 ms [2022-04-12 11:00:09 main:574] : INFO : Epoch 1605 | loss: 0.0311757 | val_loss: 0.0311789 | Time: 2591.28 ms [2022-04-12 11:00:12 main:574] : INFO : Epoch 1606 | loss: 0.0311748 | val_loss: 0.0311741 | Time: 2608.49 ms [2022-04-12 11:00:15 main:574] : INFO : Epoch 1607 | loss: 0.0311859 | val_loss: 0.0311864 | Time: 2590.83 ms [2022-04-12 11:00:17 main:574] : INFO : Epoch 1608 | loss: 0.0311824 | val_loss: 0.0311782 | Time: 2615.89 ms [2022-04-12 11:00:20 main:574] : INFO : Epoch 1609 | loss: 0.0311786 | val_loss: 0.0311797 | Time: 2602.87 ms [2022-04-12 11:00:22 main:574] : INFO : Epoch 1610 | loss: 0.0311813 | val_loss: 0.0311784 | Time: 2573.6 ms [2022-04-12 11:00:25 main:574] : INFO : Epoch 1611 | loss: 0.0311804 | val_loss: 0.0311815 | Time: 2579.77 ms [2022-04-12 11:00:28 main:574] : INFO : Epoch 1612 | loss: 0.0311778 | val_loss: 0.0311763 | Time: 2596.77 ms [2022-04-12 11:00:30 main:574] : INFO : Epoch 1613 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 2580.02 ms [2022-04-12 11:00:33 main:574] : INFO : Epoch 1614 | loss: 0.0311749 | val_loss: 0.0311749 | Time: 2572.79 ms [2022-04-12 11:00:35 main:574] : INFO : Epoch 1615 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 2588.34 ms [2022-04-12 11:00:38 main:574] : INFO : Epoch 1616 | loss: 0.031178 | val_loss: 0.0311815 | Time: 2585.53 ms [2022-04-12 11:00:41 main:574] : INFO : Epoch 1617 | loss: 0.031176 | val_loss: 0.0311761 | Time: 2566.42 ms [2022-04-12 11:00:43 main:574] : INFO : Epoch 1618 | loss: 0.0311721 | val_loss: 0.0311754 | Time: 2602.51 ms [2022-04-12 11:00:46 main:574] : INFO : Epoch 1619 | loss: 0.0311749 | val_loss: 0.0311791 | Time: 2592.35 ms [2022-04-12 11:00:48 main:574] : INFO : Epoch 1620 | loss: 0.0311746 | val_loss: 0.0311775 | Time: 2606.08 ms [2022-04-12 11:00:51 main:574] : INFO : Epoch 1621 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 2579.77 ms [2022-04-12 11:00:54 main:574] : INFO : Epoch 1622 | loss: 0.0311725 | val_loss: 0.0311771 | Time: 2599.85 ms [2022-04-12 11:00:56 main:574] : INFO : Epoch 1623 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 2581.37 ms [2022-04-12 11:00:59 main:574] : INFO : Epoch 1624 | loss: 0.0311724 | val_loss: 0.031177 | Time: 2601.76 ms [2022-04-12 11:01:01 main:574] : INFO : Epoch 1625 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 2578.87 ms [2022-04-12 11:01:04 main:574] : INFO : Epoch 1626 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 2574.68 ms [2022-04-12 11:01:06 main:574] : INFO : Epoch 1627 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 2579.63 ms [2022-04-12 11:01:09 main:574] : INFO : Epoch 1628 | loss: 0.0311719 | val_loss: 0.031175 | Time: 2594.57 ms [2022-04-12 11:01:12 main:574] : INFO : Epoch 1629 | loss: 0.0311721 | val_loss: 0.0311802 | Time: 2577.5 ms [2022-04-12 11:01:14 main:574] : INFO : Epoch 1630 | loss: 0.0311738 | val_loss: 0.0311825 | Time: 2577.58 ms [2022-04-12 11:01:17 main:574] : INFO : Epoch 1631 | loss: 0.0311854 | val_loss: 0.031199 | Time: 2572.26 ms [2022-04-12 11:01:19 main:574] : INFO : Epoch 1632 | loss: 0.0312009 | val_loss: 0.0312075 | Time: 2613.59 ms [2022-04-12 11:01:22 main:574] : INFO : Epoch 1633 | loss: 0.031202 | val_loss: 0.0311964 | Time: 2583.58 ms [2022-04-12 11:01:25 main:574] : INFO : Epoch 1634 | loss: 0.0311991 | val_loss: 0.0311961 | Time: 2580.37 ms [2022-04-12 11:01:27 main:574] : INFO : Epoch 1635 | loss: 0.0311993 | val_loss: 0.0311972 | Time: 2589.17 ms [2022-04-12 11:01:30 main:574] : INFO : Epoch 1636 | loss: 0.0311995 | val_loss: 0.0311978 | Time: 2629.41 ms [2022-04-12 11:01:32 main:574] : INFO : Epoch 1637 | loss: 0.0311988 | val_loss: 0.0311956 | Time: 2621 ms [2022-04-12 11:01:35 main:574] : INFO : Epoch 1638 | loss: 0.0311988 | val_loss: 0.0311991 | Time: 2601.9 ms [2022-04-12 11:01:38 main:574] : INFO : Epoch 1639 | loss: 0.0312013 | val_loss: 0.031205 | Time: 2608.94 ms [2022-04-12 11:01:40 main:574] : INFO : Epoch 1640 | loss: 0.0311997 | val_loss: 0.0311965 | Time: 2632.79 ms [2022-04-12 11:01:43 main:574] : INFO : Epoch 1641 | loss: 0.0311992 | val_loss: 0.0311958 | Time: 2601.34 ms [2022-04-12 11:01:45 main:574] : INFO : Epoch 1642 | loss: 0.0311987 | val_loss: 0.0311942 | Time: 2589.32 ms [2022-04-12 11:01:48 main:574] : INFO : Epoch 1643 | loss: 0.031196 | val_loss: 0.0311926 | Time: 2594.92 ms [2022-04-12 11:01:51 main:574] : INFO : Epoch 1644 | loss: 0.0311961 | val_loss: 0.0311924 | Time: 2589.68 ms [2022-04-12 11:01:53 main:574] : INFO : Epoch 1645 | loss: 0.0311971 | val_loss: 0.0311921 | Time: 2581.87 ms [2022-04-12 11:01:56 main:574] : INFO : Epoch 1646 | loss: 0.0311956 | val_loss: 0.0311918 | Time: 2591.71 ms [2022-04-12 11:01:58 main:574] : INFO : Epoch 1647 | loss: 0.031195 | val_loss: 0.0311914 | Time: 2586.3 ms [2022-04-12 11:02:01 main:574] : INFO : Epoch 1648 | loss: 0.031195 | val_loss: 0.0311919 | Time: 2585.1 ms [2022-04-12 11:02:04 main:574] : INFO : Epoch 1649 | loss: 0.0311971 | val_loss: 0.0311915 | Time: 2576.55 ms [2022-04-12 11:02:06 main:574] : INFO : Epoch 1650 | loss: 0.0311975 | val_loss: 0.0311965 | Time: 2574.69 ms [2022-04-12 11:02:09 main:574] : INFO : Epoch 1651 | loss: 0.0311951 | val_loss: 0.0311977 | Time: 2606.56 ms [2022-04-12 11:02:11 main:574] : INFO : Epoch 1652 | loss: 0.0311935 | val_loss: 0.0311906 | Time: 2592.6 ms [2022-04-12 11:02:14 main:574] : INFO : Epoch 1653 | loss: 0.0311933 | val_loss: 0.031191 | Time: 2589.92 ms [2022-04-12 11:02:17 main:574] : INFO : Epoch 1654 | loss: 0.0311926 | val_loss: 0.0311903 | Time: 2586.4 ms [2022-04-12 11:02:19 main:574] : INFO : Epoch 1655 | loss: 0.0311938 | val_loss: 0.0311896 | Time: 2605.36 ms [2022-04-12 11:02:22 main:574] : INFO : Epoch 1656 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 2581.02 ms [2022-04-12 11:02:24 main:574] : INFO : Epoch 1657 | loss: 0.0311953 | val_loss: 0.0311925 | Time: 2603.61 ms [2022-04-12 11:02:27 main:574] : INFO : Epoch 1658 | loss: 0.031195 | val_loss: 0.0312013 | Time: 2607.38 ms [2022-04-12 11:02:30 main:574] : INFO : Epoch 1659 | loss: 0.031198 | val_loss: 0.0312002 | Time: 2614.28 ms [2022-04-12 11:02:32 main:574] : INFO : Epoch 1660 | loss: 0.0311955 | val_loss: 0.0311949 | Time: 2592.9 ms [2022-04-12 11:02:35 main:574] : INFO : Epoch 1661 | loss: 0.0311928 | val_loss: 0.031193 | Time: 2598.35 ms [2022-04-12 11:02:37 main:574] : INFO : Epoch 1662 | loss: 0.0311928 | val_loss: 0.0311894 | Time: 2627.68 ms [2022-04-12 11:02:40 main:574] : INFO : Epoch 1663 | loss: 0.0311919 | val_loss: 0.0311913 | Time: 2574.93 ms [2022-04-12 11:02:43 main:574] : INFO : Epoch 1664 | loss: 0.0311946 | val_loss: 0.0311918 | Time: 2557.23 ms [2022-04-12 11:02:45 main:574] : INFO : Epoch 1665 | loss: 0.0311913 | val_loss: 0.0311884 | Time: 2568.64 ms [2022-04-12 11:02:48 main:574] : INFO : Epoch 1666 | loss: 0.0311933 | val_loss: 0.0311884 | Time: 2561.23 ms [2022-04-12 11:02:50 main:574] : INFO : Epoch 1667 | loss: 0.0311964 | val_loss: 0.0311884 | Time: 2585.32 ms [2022-04-12 11:02:53 main:574] : INFO : Epoch 1668 | loss: 0.0311917 | val_loss: 0.0311899 | Time: 2576.11 ms [2022-04-12 11:02:55 main:574] : INFO : Epoch 1669 | loss: 0.0311918 | val_loss: 0.0311891 | Time: 2576.7 ms [2022-04-12 11:02:58 main:574] : INFO : Epoch 1670 | loss: 0.0311938 | val_loss: 0.031193 | Time: 2583.11 ms [2022-04-12 11:03:01 main:574] : INFO : Epoch 1671 | loss: 0.0311928 | val_loss: 0.0311883 | Time: 2572.45 ms [2022-04-12 11:03:03 main:574] : INFO : Epoch 1672 | loss: 0.0311913 | val_loss: 0.0311944 | Time: 2584.36 ms [2022-04-12 11:03:06 main:574] : INFO : Epoch 1673 | loss: 0.031191 | val_loss: 0.0311878 | Time: 2578.95 ms [2022-04-12 11:03:08 main:574] : INFO : Epoch 1674 | loss: 0.0311914 | val_loss: 0.0311919 | Time: 2586.68 ms [2022-04-12 11:03:11 main:574] : INFO : Epoch 1675 | loss: 0.0311918 | val_loss: 0.0311878 | Time: 2599.19 ms [2022-04-12 11:03:14 main:574] : INFO : Epoch 1676 | loss: 0.0311934 | val_loss: 0.0311981 | Time: 2593.11 ms [2022-04-12 11:03:16 main:574] : INFO : Epoch 1677 | loss: 0.031194 | val_loss: 0.031193 | Time: 2599.03 ms [2022-04-12 11:03:19 main:574] : INFO : Epoch 1678 | loss: 0.0311961 | val_loss: 0.0311895 | Time: 2584.05 ms [2022-04-12 11:03:21 main:574] : INFO : Epoch 1679 | loss: 0.0311918 | val_loss: 0.0311881 | Time: 2590.54 ms [2022-04-12 11:03:24 main:574] : INFO : Epoch 1680 | loss: 0.0311913 | val_loss: 0.0311878 | Time: 2615.69 ms [2022-04-12 11:03:27 main:574] : INFO : Epoch 1681 | loss: 0.0311916 | val_loss: 0.0311934 | Time: 2597.3 ms [2022-04-12 11:03:29 main:574] : INFO : Epoch 1682 | loss: 0.0311968 | val_loss: 0.0311882 | Time: 2590.42 ms [2022-04-12 11:03:32 main:574] : INFO : Epoch 1683 | loss: 0.0311908 | val_loss: 0.0311877 | Time: 2617.94 ms [2022-04-12 11:03:34 main:574] : INFO : Epoch 1684 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 2605.58 ms [2022-04-12 11:03:37 main:574] : INFO : Epoch 1685 | loss: 0.0311956 | val_loss: 0.0311881 | Time: 2589.13 ms [2022-04-12 11:03:40 main:574] : INFO : Epoch 1686 | loss: 0.0311917 | val_loss: 0.0311882 | Time: 2580.89 ms [2022-04-12 11:03:42 main:574] : INFO : Epoch 1687 | loss: 0.031192 | val_loss: 0.0311879 | Time: 2594.22 ms [2022-04-12 11:03:45 main:574] : INFO : Epoch 1688 | loss: 0.0311924 | val_loss: 0.0312033 | Time: 2586.93 ms [2022-04-12 11:03:47 main:574] : INFO : Epoch 1689 | loss: 0.0311981 | val_loss: 0.0311965 | Time: 2596.48 ms [2022-04-12 11:03:50 main:574] : INFO : Epoch 1690 | loss: 0.031195 | val_loss: 0.0311902 | Time: 2599.89 ms [2022-04-12 11:03:53 main:574] : INFO : Epoch 1691 | loss: 0.0311912 | val_loss: 0.0311899 | Time: 2615.04 ms [2022-04-12 11:03:55 main:574] : INFO : Epoch 1692 | loss: 0.0311911 | val_loss: 0.0311921 | Time: 2601.99 ms [2022-04-12 11:03:58 main:574] : INFO : Epoch 1693 | loss: 0.0311957 | val_loss: 0.0311988 | Time: 2600.98 ms [2022-04-12 11:04:00 main:574] : INFO : Epoch 1694 | loss: 0.0311952 | val_loss: 0.0311876 | Time: 2607.19 ms [2022-04-12 11:04:03 main:574] : INFO : Epoch 1695 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 2623.47 ms [2022-04-12 11:04:06 main:574] : INFO : Epoch 1696 | loss: 0.0311921 | val_loss: 0.0311873 | Time: 2616.59 ms [2022-04-12 11:04:08 main:574] : INFO : Epoch 1697 | loss: 0.0311945 | val_loss: 0.0311911 | Time: 2594.68 ms [2022-04-12 11:04:11 main:574] : INFO : Epoch 1698 | loss: 0.0311953 | val_loss: 0.0311885 | Time: 2596.31 ms [2022-04-12 11:04:13 main:574] : INFO : Epoch 1699 | loss: 0.0311953 | val_loss: 0.0311879 | Time: 2617.92 ms [2022-04-12 11:04:16 main:574] : INFO : Epoch 1700 | loss: 0.0311929 | val_loss: 0.0311882 | Time: 2600.57 ms [2022-04-12 11:04:19 main:574] : INFO : Epoch 1701 | loss: 0.0311931 | val_loss: 0.0311887 | Time: 2614.01 ms [2022-04-12 11:04:21 main:574] : INFO : Epoch 1702 | loss: 0.031192 | val_loss: 0.0311882 | Time: 2602.87 ms [2022-04-12 11:04:24 main:574] : INFO : Epoch 1703 | loss: 0.0311957 | val_loss: 0.0311883 | Time: 2608.27 ms [2022-04-12 11:04:26 main:574] : INFO : Epoch 1704 | loss: 0.0311932 | val_loss: 0.0311905 | Time: 2598.55 ms [2022-04-12 11:04:29 main:574] : INFO : Epoch 1705 | loss: 0.0311916 | val_loss: 0.0311887 | Time: 2602.4 ms [2022-04-12 11:04:32 main:574] : INFO : Epoch 1706 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 2593.47 ms [2022-04-12 11:04:34 main:574] : INFO : Epoch 1707 | loss: 0.0311925 | val_loss: 0.0311876 | Time: 2608.02 ms [2022-04-12 11:04:37 main:574] : INFO : Epoch 1708 | loss: 0.0311928 | val_loss: 0.0311917 | Time: 2606.13 ms [2022-04-12 11:04:40 main:574] : INFO : Epoch 1709 | loss: 0.0311915 | val_loss: 0.0311886 | Time: 2597.28 ms [2022-04-12 11:04:42 main:574] : INFO : Epoch 1710 | loss: 0.0311924 | val_loss: 0.0311883 | Time: 2604.11 ms [2022-04-12 11:04:45 main:574] : INFO : Epoch 1711 | loss: 0.0311914 | val_loss: 0.0311959 | Time: 2613.87 ms [2022-04-12 11:04:47 main:574] : INFO : Epoch 1712 | loss: 0.0311922 | val_loss: 0.0311902 | Time: 2604.01 ms [2022-04-12 11:04:50 main:574] : INFO : Epoch 1713 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 2591.03 ms [2022-04-12 11:04:53 main:574] : INFO : Epoch 1714 | loss: 0.0311926 | val_loss: 0.0311901 | Time: 2610 ms [2022-04-12 11:04:55 main:574] : INFO : Epoch 1715 | loss: 0.0311939 | val_loss: 0.0311916 | Time: 2618.94 ms [2022-04-12 11:04:58 main:574] : INFO : Epoch 1716 | loss: 0.0311931 | val_loss: 0.031195 | Time: 2603.35 ms [2022-04-12 11:05:00 main:574] : INFO : Epoch 1717 | loss: 0.0311943 | val_loss: 0.0311884 | Time: 2576.73 ms [2022-04-12 11:05:03 main:574] : INFO : Epoch 1718 | loss: 0.0311902 | val_loss: 0.0311873 | Time: 2583.51 ms [2022-04-12 11:05:06 main:574] : INFO : Epoch 1719 | loss: 0.0311927 | val_loss: 0.0311881 | Time: 2570.16 ms [2022-04-12 11:05:08 main:574] : INFO : Epoch 1720 | loss: 0.0311919 | val_loss: 0.0311873 | Time: 2568.44 ms [2022-04-12 11:05:11 main:574] : INFO : Epoch 1721 | loss: 0.0311925 | val_loss: 0.0311885 | Time: 2591.8 ms [2022-04-12 11:05:13 main:574] : INFO : Epoch 1722 | loss: 0.0311908 | val_loss: 0.0311881 | Time: 2585.71 ms [2022-04-12 11:05:16 main:574] : INFO : Epoch 1723 | loss: 0.0311906 | val_loss: 0.0311869 | Time: 2605.61 ms [2022-04-12 11:05:18 main:574] : INFO : Epoch 1724 | loss: 0.0311917 | val_loss: 0.0311962 | Time: 2575.76 ms [2022-04-12 11:05:21 main:574] : INFO : Epoch 1725 | loss: 0.0311975 | val_loss: 0.0311914 | Time: 2589.03 ms [2022-04-12 11:05:24 main:574] : INFO : Epoch 1726 | loss: 0.031191 | val_loss: 0.0311874 | Time: 2598.06 ms [2022-04-12 11:05:26 main:574] : INFO : Epoch 1727 | loss: 0.0311909 | val_loss: 0.0311892 | Time: 2624.6 ms [2022-04-12 11:05:29 main:574] : INFO : Epoch 1728 | loss: 0.0311944 | val_loss: 0.0311931 | Time: 2605.92 ms [2022-04-12 11:05:31 main:574] : INFO : Epoch 1729 | loss: 0.031192 | val_loss: 0.0311877 | Time: 2616.63 ms [2022-04-12 11:05:34 main:574] : INFO : Epoch 1730 | loss: 0.0311904 | val_loss: 0.031187 | Time: 2608.44 ms [2022-04-12 11:05:37 main:574] : INFO : Epoch 1731 | loss: 0.0311904 | val_loss: 0.0311898 | Time: 2603.76 ms [2022-04-12 11:05:39 main:574] : INFO : Epoch 1732 | loss: 0.0311955 | val_loss: 0.0311917 | Time: 2604.75 ms [2022-04-12 11:05:42 main:574] : INFO : Epoch 1733 | loss: 0.0311909 | val_loss: 0.031188 | Time: 2603.1 ms [2022-04-12 11:05:45 main:574] : INFO : Epoch 1734 | loss: 0.0311933 | val_loss: 0.0311945 | Time: 2611.1 ms [2022-04-12 11:05:47 main:574] : INFO : Epoch 1735 | loss: 0.0311954 | val_loss: 0.031189 | Time: 2624.98 ms [2022-04-12 11:05:50 main:574] : INFO : Epoch 1736 | loss: 0.0311923 | val_loss: 0.0311922 | Time: 2596.01 ms [2022-04-12 11:05:52 main:574] : INFO : Epoch 1737 | loss: 0.0311933 | val_loss: 0.0311917 | Time: 2591.21 ms [2022-04-12 11:05:55 main:574] : INFO : Epoch 1738 | loss: 0.0311943 | val_loss: 0.03119 | Time: 2606.16 ms [2022-04-12 11:05:58 main:574] : INFO : Epoch 1739 | loss: 0.0311936 | val_loss: 0.0311903 | Time: 2607.68 ms [2022-04-12 11:06:00 main:574] : INFO : Epoch 1740 | loss: 0.0311905 | val_loss: 0.0311886 | Time: 2601.11 ms [2022-04-12 11:06:03 main:574] : INFO : Epoch 1741 | loss: 0.0311921 | val_loss: 0.031192 | Time: 2586.26 ms [2022-04-12 11:06:05 main:574] : INFO : Epoch 1742 | loss: 0.0311916 | val_loss: 0.0311884 | Time: 2608.1 ms [2022-04-12 11:06:08 main:574] : INFO : Epoch 1743 | loss: 0.0311904 | val_loss: 0.0311869 | Time: 2618.7 ms [2022-04-12 11:06:11 main:574] : INFO : Epoch 1744 | loss: 0.0311902 | val_loss: 0.0311898 | Time: 2598.29 ms [2022-04-12 11:06:13 main:574] : INFO : Epoch 1745 | loss: 0.0311919 | val_loss: 0.0311884 | Time: 2588.56 ms [2022-04-12 11:06:16 main:574] : INFO : Epoch 1746 | loss: 0.0311917 | val_loss: 0.031187 | Time: 2595.6 ms [2022-04-12 11:06:18 main:574] : INFO : Epoch 1747 | loss: 0.0311917 | val_loss: 0.0311878 | Time: 2606.98 ms [2022-04-12 11:06:21 main:574] : INFO : Epoch 1748 | loss: 0.0311899 | val_loss: 0.0311873 | Time: 2594.22 ms [2022-04-12 11:06:24 main:574] : INFO : Epoch 1749 | loss: 0.03119 | val_loss: 0.0311884 | Time: 2583.3 ms [2022-04-12 11:06:26 main:574] : INFO : Epoch 1750 | loss: 0.0311907 | val_loss: 0.0311927 | Time: 2590.43 ms [2022-04-12 11:06:29 main:574] : INFO : Epoch 1751 | loss: 0.0311923 | val_loss: 0.0311875 | Time: 2631.7 ms [2022-04-12 11:06:31 main:574] : INFO : Epoch 1752 | loss: 0.0311912 | val_loss: 0.0311872 | Time: 2608.03 ms [2022-04-12 11:06:34 main:574] : INFO : Epoch 1753 | loss: 0.031191 | val_loss: 0.0311929 | Time: 2590.09 ms [2022-04-12 11:06:37 main:574] : INFO : Epoch 1754 | loss: 0.0311921 | val_loss: 0.0311871 | Time: 2597.37 ms [2022-04-12 11:06:39 main:574] : INFO : Epoch 1755 | loss: 0.0311934 | val_loss: 0.0311918 | Time: 2605.44 ms [2022-04-12 11:06:42 main:574] : INFO : Epoch 1756 | loss: 0.0311917 | val_loss: 0.0311868 | Time: 2600.84 ms [2022-04-12 11:06:44 main:574] : INFO : Epoch 1757 | loss: 0.0311907 | val_loss: 0.0311872 | Time: 2599.95 ms [2022-04-12 11:06:47 main:574] : INFO : Epoch 1758 | loss: 0.0311909 | val_loss: 0.0311876 | Time: 2615.15 ms [2022-04-12 11:06:50 main:574] : INFO : Epoch 1759 | loss: 0.0311897 | val_loss: 0.0311869 | Time: 2620.27 ms [2022-04-12 11:06:52 main:574] : INFO : Epoch 1760 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 2592.51 ms [2022-04-12 11:06:55 main:574] : INFO : Epoch 1761 | loss: 0.0311931 | val_loss: 0.0311874 | Time: 2615.46 ms [2022-04-12 11:06:57 main:574] : INFO : Epoch 1762 | loss: 0.0311913 | val_loss: 0.0311869 | Time: 2606.06 ms [2022-04-12 11:07:00 main:574] : INFO : Epoch 1763 | loss: 0.03119 | val_loss: 0.0311872 | Time: 2622.23 ms [2022-04-12 11:07:03 main:574] : INFO : Epoch 1764 | loss: 0.0311913 | val_loss: 0.0311875 | Time: 2615.93 ms [2022-04-12 11:07:05 main:574] : INFO : Epoch 1765 | loss: 0.0311908 | val_loss: 0.0311868 | Time: 2618.98 ms [2022-04-12 11:07:08 main:574] : INFO : Epoch 1766 | loss: 0.0311935 | val_loss: 0.0311913 | Time: 2616.24 ms [2022-04-12 11:07:11 main:574] : INFO : Epoch 1767 | loss: 0.0311941 | val_loss: 0.0311927 | Time: 2615.58 ms [2022-04-12 11:07:13 main:574] : INFO : Epoch 1768 | loss: 0.0311936 | val_loss: 0.0311909 | Time: 2593.38 ms [2022-04-12 11:07:16 main:574] : INFO : Epoch 1769 | loss: 0.0311931 | val_loss: 0.0311901 | Time: 2586.49 ms [2022-04-12 11:07:18 main:574] : INFO : Epoch 1770 | loss: 0.0311927 | val_loss: 0.031189 | Time: 2589.97 ms [2022-04-12 11:07:21 main:574] : INFO : Epoch 1771 | loss: 0.0311923 | val_loss: 0.031188 | Time: 2576.66 ms [2022-04-12 11:07:24 main:574] : INFO : Epoch 1772 | loss: 0.0311933 | val_loss: 0.0311907 | Time: 2588.05 ms [2022-04-12 11:07:26 main:574] : INFO : Epoch 1773 | loss: 0.0311919 | val_loss: 0.0311873 | Time: 2587.78 ms [2022-04-12 11:07:29 main:574] : INFO : Epoch 1774 | loss: 0.0311918 | val_loss: 0.0311871 | Time: 2592.71 ms [2022-04-12 11:07:31 main:574] : INFO : Epoch 1775 | loss: 0.0311905 | val_loss: 0.0311917 | Time: 2598.48 ms [2022-04-12 11:07:34 main:574] : INFO : Epoch 1776 | loss: 0.0311935 | val_loss: 0.0311876 | Time: 2597.2 ms [2022-04-12 11:07:37 main:574] : INFO : Epoch 1777 | loss: 0.031193 | val_loss: 0.0311876 | Time: 2582.79 ms [2022-04-12 11:07:39 main:574] : INFO : Epoch 1778 | loss: 0.0311909 | val_loss: 0.031187 | Time: 2623.72 ms [2022-04-12 11:07:42 main:574] : INFO : Epoch 1779 | loss: 0.0311906 | val_loss: 0.0311918 | Time: 2611.62 ms [2022-04-12 11:07:44 main:574] : INFO : Epoch 1780 | loss: 0.0311918 | val_loss: 0.0311874 | Time: 2602.68 ms [2022-04-12 11:07:47 main:574] : INFO : Epoch 1781 | loss: 0.03119 | val_loss: 0.0311869 | Time: 2587.4 ms [2022-04-12 11:07:50 main:574] : INFO : Epoch 1782 | loss: 0.0311904 | val_loss: 0.0311868 | Time: 2604.31 ms [2022-04-12 11:07:52 main:574] : INFO : Epoch 1783 | loss: 0.0311907 | val_loss: 0.0311876 | Time: 2607 ms [2022-04-12 11:07:55 main:574] : INFO : Epoch 1784 | loss: 0.0311932 | val_loss: 0.0311889 | Time: 2599.12 ms [2022-04-12 11:07:57 main:574] : INFO : Epoch 1785 | loss: 0.0311934 | val_loss: 0.0311896 | Time: 2606.46 ms [2022-04-12 11:08:00 main:574] : INFO : Epoch 1786 | loss: 0.0311918 | val_loss: 0.0311868 | Time: 2615.47 ms [2022-04-12 11:08:03 main:574] : INFO : Epoch 1787 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 2593.41 ms [2022-04-12 11:08:05 main:574] : INFO : Epoch 1788 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 2592.05 ms [2022-04-12 11:08:08 main:574] : INFO : Epoch 1789 | loss: 0.0311947 | val_loss: 0.031188 | Time: 2593.9 ms [2022-04-12 11:08:10 main:574] : INFO : Epoch 1790 | loss: 0.0311916 | val_loss: 0.0311873 | Time: 2614.46 ms [2022-04-12 11:08:13 main:574] : INFO : Epoch 1791 | loss: 0.0311934 | val_loss: 0.0311874 | Time: 2625.52 ms [2022-04-12 11:08:16 main:574] : INFO : Epoch 1792 | loss: 0.0311918 | val_loss: 0.0311896 | Time: 2601.92 ms [2022-04-12 11:08:18 main:574] : INFO : Epoch 1793 | loss: 0.0311913 | val_loss: 0.0311935 | Time: 2592.88 ms [2022-04-12 11:08:21 main:574] : INFO : Epoch 1794 | loss: 0.0311909 | val_loss: 0.0311876 | Time: 2612.51 ms [2022-04-12 11:08:23 main:574] : INFO : Epoch 1795 | loss: 0.0311909 | val_loss: 0.0311875 | Time: 2595.26 ms [2022-04-12 11:08:26 main:574] : INFO : Epoch 1796 | loss: 0.0311906 | val_loss: 0.0311874 | Time: 2595.79 ms [2022-04-12 11:08:29 main:574] : INFO : Epoch 1797 | loss: 0.03119 | val_loss: 0.031187 | Time: 2603.75 ms [2022-04-12 11:08:31 main:574] : INFO : Epoch 1798 | loss: 0.0311903 | val_loss: 0.0311877 | Time: 2605.64 ms [2022-04-12 11:08:34 main:574] : INFO : Epoch 1799 | loss: 0.03119 | val_loss: 0.0311868 | Time: 2606.83 ms [2022-04-12 11:08:36 main:574] : INFO : Epoch 1800 | loss: 0.0311903 | val_loss: 0.0311908 | Time: 2586.82 ms [2022-04-12 11:08:39 main:574] : INFO : Epoch 1801 | loss: 0.031195 | val_loss: 0.0311904 | Time: 2600.59 ms [2022-04-12 11:08:42 main:574] : INFO : Epoch 1802 | loss: 0.0311933 | val_loss: 0.031188 | Time: 2592.99 ms [2022-04-12 11:08:44 main:574] : INFO : Epoch 1803 | loss: 0.0311911 | val_loss: 0.0311898 | Time: 2610.78 ms [2022-04-12 11:08:47 main:574] : INFO : Epoch 1804 | loss: 0.0311921 | val_loss: 0.0311888 | Time: 2610.53 ms [2022-04-12 11:08:49 main:574] : INFO : Epoch 1805 | loss: 0.0311915 | val_loss: 0.0311883 | Time: 2602.02 ms [2022-04-12 11:08:52 main:574] : INFO : Epoch 1806 | loss: 0.0311905 | val_loss: 0.0311884 | Time: 2629.48 ms [2022-04-12 11:08:55 main:574] : INFO : Epoch 1807 | loss: 0.0311914 | val_loss: 0.0311897 | Time: 2599.86 ms [2022-04-12 11:08:57 main:574] : INFO : Epoch 1808 | loss: 0.0311941 | val_loss: 0.0311895 | Time: 2594.37 ms [2022-04-12 11:09:00 main:574] : INFO : Epoch 1809 | loss: 0.0311938 | val_loss: 0.0311948 | Time: 2607.5 ms [2022-04-12 11:09:03 main:574] : INFO : Epoch 1810 | loss: 0.0311934 | val_loss: 0.0311876 | Time: 2608.99 ms [2022-04-12 11:09:05 main:574] : INFO : Epoch 1811 | loss: 0.0311923 | val_loss: 0.0311871 | Time: 2606.6 ms [2022-04-12 11:09:08 main:574] : INFO : Epoch 1812 | loss: 0.0311917 | val_loss: 0.0311869 | Time: 2596.15 ms [2022-04-12 11:09:10 main:574] : INFO : Epoch 1813 | loss: 0.03119 | val_loss: 0.0311919 | Time: 2595.24 ms [2022-04-12 11:09:13 main:574] : INFO : Epoch 1814 | loss: 0.0311915 | val_loss: 0.0311883 | Time: 2618.58 ms [2022-04-12 11:09:16 main:574] : INFO : Epoch 1815 | loss: 0.0311904 | val_loss: 0.0311872 | Time: 2601.49 ms [2022-04-12 11:09:18 main:574] : INFO : Epoch 1816 | loss: 0.0311915 | val_loss: 0.0311884 | Time: 2614.52 ms [2022-04-12 11:09:21 main:574] : INFO : Epoch 1817 | loss: 0.0311907 | val_loss: 0.0311869 | Time: 2600.17 ms [2022-04-12 11:09:23 main:574] : INFO : Epoch 1818 | loss: 0.0311905 | val_loss: 0.0311911 | Time: 2628.87 ms [2022-04-12 11:09:26 main:574] : INFO : Epoch 1819 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 2613.64 ms [2022-04-12 11:09:29 main:574] : INFO : Epoch 1820 | loss: 0.0311903 | val_loss: 0.031187 | Time: 2607.52 ms [2022-04-12 11:09:31 main:574] : INFO : Epoch 1821 | loss: 0.0311914 | val_loss: 0.0311881 | Time: 2609.74 ms [2022-04-12 11:09:34 main:574] : INFO : Epoch 1822 | loss: 0.0311936 | val_loss: 0.0311872 | Time: 2617.98 ms [2022-04-12 11:09:36 main:574] : INFO : Epoch 1823 | loss: 0.0311948 | val_loss: 0.0311881 | Time: 2578.19 ms [2022-04-12 11:09:39 main:574] : INFO : Epoch 1824 | loss: 0.0311954 | val_loss: 0.0311874 | Time: 2575.8 ms [2022-04-12 11:09:42 main:574] : INFO : Epoch 1825 | loss: 0.0311925 | val_loss: 0.0311867 | Time: 2579.85 ms [2022-04-12 11:09:44 main:574] : INFO : Epoch 1826 | loss: 0.0311932 | val_loss: 0.0311885 | Time: 2571.8 ms [2022-04-12 11:09:47 main:574] : INFO : Epoch 1827 | loss: 0.0311937 | val_loss: 0.0312007 | Time: 2576.44 ms [2022-04-12 11:09:49 main:574] : INFO : Epoch 1828 | loss: 0.0311955 | val_loss: 0.0311894 | Time: 2574.49 ms [2022-04-12 11:09:52 main:574] : INFO : Epoch 1829 | loss: 0.0311911 | val_loss: 0.031191 | Time: 2580.87 ms [2022-04-12 11:09:55 main:574] : INFO : Epoch 1830 | loss: 0.0311947 | val_loss: 0.0311973 | Time: 2600.12 ms [2022-04-12 11:09:57 main:574] : INFO : Epoch 1831 | loss: 0.0311952 | val_loss: 0.031196 | Time: 2578.17 ms [2022-04-12 11:10:00 main:574] : INFO : Epoch 1832 | loss: 0.0311938 | val_loss: 0.03119 | Time: 2587.32 ms [2022-04-12 11:10:02 main:574] : INFO : Epoch 1833 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 2593.12 ms [2022-04-12 11:10:05 main:574] : INFO : Epoch 1834 | loss: 0.0311943 | val_loss: 0.0311909 | Time: 2614.85 ms [2022-04-12 11:10:08 main:574] : INFO : Epoch 1835 | loss: 0.0311951 | val_loss: 0.0311927 | Time: 2602.53 ms [2022-04-12 11:10:10 main:574] : INFO : Epoch 1836 | loss: 0.0311967 | val_loss: 0.0311901 | Time: 2610.58 ms [2022-04-12 11:10:13 main:574] : INFO : Epoch 1837 | loss: 0.031193 | val_loss: 0.0311912 | Time: 2625.66 ms [2022-04-12 11:10:15 main:574] : INFO : Epoch 1838 | loss: 0.0311923 | val_loss: 0.0311886 | Time: 2603.79 ms [2022-04-12 11:10:18 main:574] : INFO : Epoch 1839 | loss: 0.0311921 | val_loss: 0.0311925 | Time: 2602.47 ms [2022-04-12 11:10:21 main:574] : INFO : Epoch 1840 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 2608.08 ms [2022-04-12 11:10:23 main:574] : INFO : Epoch 1841 | loss: 0.0311906 | val_loss: 0.0311876 | Time: 2611.38 ms [2022-04-12 11:10:26 main:574] : INFO : Epoch 1842 | loss: 0.0311904 | val_loss: 0.0311902 | Time: 2620.25 ms [2022-04-12 11:10:28 main:574] : INFO : Epoch 1843 | loss: 0.0311922 | val_loss: 0.0311882 | Time: 2604.05 ms [2022-04-12 11:10:31 main:574] : INFO : Epoch 1844 | loss: 0.0311909 | val_loss: 0.0311876 | Time: 2609.52 ms [2022-04-12 11:10:34 main:574] : INFO : Epoch 1845 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 2598.92 ms [2022-04-12 11:10:36 main:574] : INFO : Epoch 1846 | loss: 0.0311907 | val_loss: 0.0311873 | Time: 2599.45 ms [2022-04-12 11:10:39 main:574] : INFO : Epoch 1847 | loss: 0.0311905 | val_loss: 0.0311939 | Time: 2594.49 ms [2022-04-12 11:10:41 main:574] : INFO : Epoch 1848 | loss: 0.0311907 | val_loss: 0.0311877 | Time: 2619.34 ms [2022-04-12 11:10:44 main:574] : INFO : Epoch 1849 | loss: 0.0311925 | val_loss: 0.031187 | Time: 2613.32 ms [2022-04-12 11:10:47 main:574] : INFO : Epoch 1850 | loss: 0.0311905 | val_loss: 0.0311869 | Time: 2608.78 ms [2022-04-12 11:10:49 main:574] : INFO : Epoch 1851 | loss: 0.0311916 | val_loss: 0.0311913 | Time: 2605.25 ms [2022-04-12 11:10:52 main:574] : INFO : Epoch 1852 | loss: 0.0311909 | val_loss: 0.0311872 | Time: 2592.2 ms [2022-04-12 11:10:55 main:574] : INFO : Epoch 1853 | loss: 0.0311908 | val_loss: 0.0311884 | Time: 2603.81 ms [2022-04-12 11:10:57 main:574] : INFO : Epoch 1854 | loss: 0.031192 | val_loss: 0.0311943 | Time: 2604.99 ms [2022-04-12 11:11:00 main:574] : INFO : Epoch 1855 | loss: 0.0311951 | val_loss: 0.0311891 | Time: 2591.39 ms [2022-04-12 11:11:02 main:574] : INFO : Epoch 1856 | loss: 0.0311937 | val_loss: 0.0311884 | Time: 2595.43 ms [2022-04-12 11:11:05 main:574] : INFO : Epoch 1857 | loss: 0.0311902 | val_loss: 0.0311868 | Time: 2627.68 ms [2022-04-12 11:11:08 main:574] : INFO : Epoch 1858 | loss: 0.0311916 | val_loss: 0.0311908 | Time: 2605.84 ms [2022-04-12 11:11:10 main:574] : INFO : Epoch 1859 | loss: 0.0311933 | val_loss: 0.0311888 | Time: 2601.96 ms [2022-04-12 11:11:13 main:574] : INFO : Epoch 1860 | loss: 0.0311907 | val_loss: 0.031187 | Time: 2598.56 ms [2022-04-12 11:11:15 main:574] : INFO : Epoch 1861 | loss: 0.0311909 | val_loss: 0.031194 | Time: 2612.46 ms [2022-04-12 11:11:18 main:574] : INFO : Epoch 1862 | loss: 0.0311969 | val_loss: 0.0311898 | Time: 2605.46 ms [2022-04-12 11:11:21 main:574] : INFO : Epoch 1863 | loss: 0.0311928 | val_loss: 0.0311874 | Time: 2598.48 ms [2022-04-12 11:11:23 main:574] : INFO : Epoch 1864 | loss: 0.031191 | val_loss: 0.0311872 | Time: 2593.76 ms [2022-04-12 11:11:26 main:574] : INFO : Epoch 1865 | loss: 0.0311924 | val_loss: 0.0311907 | Time: 2591.62 ms [2022-04-12 11:11:28 main:574] : INFO : Epoch 1866 | loss: 0.0311922 | val_loss: 0.0311947 | Time: 2598.55 ms [2022-04-12 11:11:31 main:574] : INFO : Epoch 1867 | loss: 0.0311912 | val_loss: 0.0311877 | Time: 2598.02 ms [2022-04-12 11:11:34 main:574] : INFO : Epoch 1868 | loss: 0.0311902 | val_loss: 0.0311867 | Time: 2605.78 ms [2022-04-12 11:11:36 main:574] : INFO : Epoch 1869 | loss: 0.031192 | val_loss: 0.0311893 | Time: 2610.44 ms [2022-04-12 11:11:39 main:574] : INFO : Epoch 1870 | loss: 0.0311916 | val_loss: 0.0311871 | Time: 2607.55 ms [2022-04-12 11:11:41 main:574] : INFO : Epoch 1871 | loss: 0.0311895 | val_loss: 0.0311922 | Time: 2612.5 ms [2022-04-12 11:11:44 main:574] : INFO : Epoch 1872 | loss: 0.0311902 | val_loss: 0.0311866 | Time: 2605.29 ms [2022-04-12 11:11:47 main:574] : INFO : Epoch 1873 | loss: 0.0311904 | val_loss: 0.0311868 | Time: 2630.21 ms [2022-04-12 11:11:49 main:574] : INFO : Epoch 1874 | loss: 0.0311915 | val_loss: 0.0311873 | Time: 2610.95 ms [2022-04-12 11:11:52 main:574] : INFO : Epoch 1875 | loss: 0.031192 | val_loss: 0.0311869 | Time: 2625.21 ms [2022-04-12 11:11:55 main:574] : INFO : Epoch 1876 | loss: 0.031195 | val_loss: 0.0311952 | Time: 2609.67 ms [2022-04-12 11:11:57 main:574] : INFO : Epoch 1877 | loss: 0.0311984 | val_loss: 0.0311961 | Time: 2601.02 ms [2022-04-12 11:12:00 main:574] : INFO : Epoch 1878 | loss: 0.0311923 | val_loss: 0.0311914 | Time: 2594.87 ms [2022-04-12 11:12:02 main:574] : INFO : Epoch 1879 | loss: 0.0311939 | val_loss: 0.031191 | Time: 2591.58 ms [2022-04-12 11:12:05 main:574] : INFO : Epoch 1880 | loss: 0.0311911 | val_loss: 0.031189 | Time: 2585.08 ms [2022-04-12 11:12:07 main:574] : INFO : Epoch 1881 | loss: 0.0311913 | val_loss: 0.0311873 | Time: 2588.3 ms [2022-04-12 11:12:10 main:574] : INFO : Epoch 1882 | loss: 0.0311913 | val_loss: 0.0311885 | Time: 2590.17 ms [2022-04-12 11:12:13 main:574] : INFO : Epoch 1883 | loss: 0.0311913 | val_loss: 0.0311868 | Time: 2571.48 ms [2022-04-12 11:12:15 main:574] : INFO : Epoch 1884 | loss: 0.03119 | val_loss: 0.0311869 | Time: 2586.49 ms [2022-04-12 11:12:18 main:574] : INFO : Epoch 1885 | loss: 0.0311897 | val_loss: 0.0311882 | Time: 2601.04 ms [2022-04-12 11:12:20 main:574] : INFO : Epoch 1886 | loss: 0.0311905 | val_loss: 0.0311882 | Time: 2595.42 ms [2022-04-12 11:12:23 main:574] : INFO : Epoch 1887 | loss: 0.0311906 | val_loss: 0.031187 | Time: 2591.22 ms [2022-04-12 11:12:26 main:574] : INFO : Epoch 1888 | loss: 0.0311923 | val_loss: 0.0311897 | Time: 2606.84 ms [2022-04-12 11:12:28 main:574] : INFO : Epoch 1889 | loss: 0.031192 | val_loss: 0.0311891 | Time: 2616.37 ms [2022-04-12 11:12:31 main:574] : INFO : Epoch 1890 | loss: 0.0311938 | val_loss: 0.0311906 | Time: 2600.34 ms [2022-04-12 11:12:33 main:574] : INFO : Epoch 1891 | loss: 0.0311907 | val_loss: 0.0311887 | Time: 2602.65 ms [2022-04-12 11:12:36 main:574] : INFO : Epoch 1892 | loss: 0.0311902 | val_loss: 0.0311867 | Time: 2604.39 ms [2022-04-12 11:12:39 main:574] : INFO : Epoch 1893 | loss: 0.0311922 | val_loss: 0.0311871 | Time: 2609.25 ms [2022-04-12 11:12:41 main:574] : INFO : Epoch 1894 | loss: 0.0311924 | val_loss: 0.0311886 | Time: 2592.9 ms [2022-04-12 11:12:44 main:574] : INFO : Epoch 1895 | loss: 0.0311923 | val_loss: 0.0311872 | Time: 2602.46 ms [2022-04-12 11:12:47 main:574] : INFO : Epoch 1896 | loss: 0.0311898 | val_loss: 0.0311876 | Time: 2607.28 ms [2022-04-12 11:12:49 main:574] : INFO : Epoch 1897 | loss: 0.0311897 | val_loss: 0.0311865 | Time: 2613.27 ms [2022-04-12 11:12:52 main:574] : INFO : Epoch 1898 | loss: 0.0311898 | val_loss: 0.0311868 | Time: 2612.75 ms [2022-04-12 11:12:54 main:574] : INFO : Epoch 1899 | loss: 0.0311899 | val_loss: 0.031188 | Time: 2611.28 ms [2022-04-12 11:12:57 main:574] : INFO : Epoch 1900 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 2620.69 ms [2022-04-12 11:13:00 main:574] : INFO : Epoch 1901 | loss: 0.0311912 | val_loss: 0.0311875 | Time: 2612.62 ms [2022-04-12 11:13:02 main:574] : INFO : Epoch 1902 | loss: 0.0311905 | val_loss: 0.0311866 | Time: 2611.13 ms [2022-04-12 11:13:05 main:574] : INFO : Epoch 1903 | loss: 0.0311904 | val_loss: 0.0311883 | Time: 2590.32 ms [2022-04-12 11:13:07 main:574] : INFO : Epoch 1904 | loss: 0.0311906 | val_loss: 0.0311867 | Time: 2604.39 ms [2022-04-12 11:13:10 main:574] : INFO : Epoch 1905 | loss: 0.0311903 | val_loss: 0.0311868 | Time: 2627.63 ms [2022-04-12 11:13:13 main:574] : INFO : Epoch 1906 | loss: 0.0311898 | val_loss: 0.031191 | Time: 2598.58 ms [2022-04-12 11:13:15 main:574] : INFO : Epoch 1907 | loss: 0.0311905 | val_loss: 0.0311865 | Time: 2601.66 ms [2022-04-12 11:13:18 main:574] : INFO : Epoch 1908 | loss: 0.0311926 | val_loss: 0.0311948 | Time: 2609.61 ms [2022-04-12 11:13:20 main:574] : INFO : Epoch 1909 | loss: 0.0311918 | val_loss: 0.0311895 | Time: 2615.33 ms [2022-04-12 11:13:23 main:574] : INFO : Epoch 1910 | loss: 0.0311898 | val_loss: 0.0311911 | Time: 2600.52 ms [2022-04-12 11:13:26 main:574] : INFO : Epoch 1911 | loss: 0.0311938 | val_loss: 0.0311869 | Time: 2593.81 ms [2022-04-12 11:13:28 main:574] : INFO : Epoch 1912 | loss: 0.0311902 | val_loss: 0.0311869 | Time: 2617.08 ms [2022-04-12 11:13:31 main:574] : INFO : Epoch 1913 | loss: 0.0311899 | val_loss: 0.0311867 | Time: 2613 ms [2022-04-12 11:13:33 main:574] : INFO : Epoch 1914 | loss: 0.0311899 | val_loss: 0.0311884 | Time: 2587.93 ms [2022-04-12 11:13:36 main:574] : INFO : Epoch 1915 | loss: 0.0311912 | val_loss: 0.0311864 | Time: 2594.27 ms [2022-04-12 11:13:39 main:574] : INFO : Epoch 1916 | loss: 0.0311905 | val_loss: 0.0311893 | Time: 2594 ms [2022-04-12 11:13:41 main:574] : INFO : Epoch 1917 | loss: 0.0311921 | val_loss: 0.0311915 | Time: 2631.67 ms [2022-04-12 11:13:44 main:574] : INFO : Epoch 1918 | loss: 0.0311905 | val_loss: 0.0311864 | Time: 2607.8 ms [2022-04-12 11:13:47 main:574] : INFO : Epoch 1919 | loss: 0.0311907 | val_loss: 0.0311895 | Time: 2610.23 ms [2022-04-12 11:13:49 main:574] : INFO : Epoch 1920 | loss: 0.0311917 | val_loss: 0.031187 | Time: 2601.33 ms [2022-04-12 11:13:52 main:574] : INFO : Epoch 1921 | loss: 0.0311901 | val_loss: 0.0311867 | Time: 2611.96 ms [2022-04-12 11:13:54 main:574] : INFO : Epoch 1922 | loss: 0.0311901 | val_loss: 0.0311874 | Time: 2614.36 ms [2022-04-12 11:13:57 main:574] : INFO : Epoch 1923 | loss: 0.0311904 | val_loss: 0.0311884 | Time: 2612.15 ms [2022-04-12 11:14:00 main:574] : INFO : Epoch 1924 | loss: 0.0311924 | val_loss: 0.0311883 | Time: 2613.49 ms [2022-04-12 11:14:02 main:574] : INFO : Epoch 1925 | loss: 0.0311905 | val_loss: 0.0311954 | Time: 2619.89 ms [2022-04-12 11:14:05 main:574] : INFO : Epoch 1926 | loss: 0.0311948 | val_loss: 0.0311872 | Time: 2616.03 ms [2022-04-12 11:14:07 main:574] : INFO : Epoch 1927 | loss: 0.0311914 | val_loss: 0.0311865 | Time: 2610.83 ms [2022-04-12 11:14:10 main:574] : INFO : Epoch 1928 | loss: 0.0311921 | val_loss: 0.0311868 | Time: 2627.12 ms [2022-04-12 11:14:13 main:574] : INFO : Epoch 1929 | loss: 0.0311898 | val_loss: 0.0311868 | Time: 2593.38 ms [2022-04-12 11:14:15 main:574] : INFO : Epoch 1930 | loss: 0.0311926 | val_loss: 0.0311932 | Time: 2594.29 ms [2022-04-12 11:14:18 main:574] : INFO : Epoch 1931 | loss: 0.0311912 | val_loss: 0.0311864 | Time: 2586.97 ms [2022-04-12 11:14:20 main:574] : INFO : Epoch 1932 | loss: 0.0311909 | val_loss: 0.0311907 | Time: 2601.44 ms [2022-04-12 11:14:23 main:574] : INFO : Epoch 1933 | loss: 0.0311918 | val_loss: 0.0311866 | Time: 2616.51 ms [2022-04-12 11:14:26 main:574] : INFO : Epoch 1934 | loss: 0.0311904 | val_loss: 0.0311866 | Time: 2596.31 ms [2022-04-12 11:14:28 main:574] : INFO : Epoch 1935 | loss: 0.0311899 | val_loss: 0.0311911 | Time: 2602.44 ms [2022-04-12 11:14:31 main:574] : INFO : Epoch 1936 | loss: 0.0311918 | val_loss: 0.0311936 | Time: 2603.89 ms [2022-04-12 11:14:34 main:574] : INFO : Epoch 1937 | loss: 0.0311919 | val_loss: 0.0311871 | Time: 2599.49 ms [2022-04-12 11:14:36 main:574] : INFO : Epoch 1938 | loss: 0.0311902 | val_loss: 0.0311889 | Time: 2615.53 ms [2022-04-12 11:14:39 main:574] : INFO : Epoch 1939 | loss: 0.0311904 | val_loss: 0.0311868 | Time: 2600.01 ms [2022-04-12 11:14:41 main:574] : INFO : Epoch 1940 | loss: 0.0311908 | val_loss: 0.0311872 | Time: 2623.86 ms [2022-04-12 11:14:44 main:574] : INFO : Epoch 1941 | loss: 0.0311909 | val_loss: 0.0311903 | Time: 2603.09 ms [2022-04-12 11:14:47 main:574] : INFO : Epoch 1942 | loss: 0.0311907 | val_loss: 0.0311869 | Time: 2594.73 ms [2022-04-12 11:14:49 main:574] : INFO : Epoch 1943 | loss: 0.0311911 | val_loss: 0.0311965 | Time: 2596.56 ms [2022-04-12 11:14:52 main:574] : INFO : Epoch 1944 | loss: 0.0311978 | val_loss: 0.0311985 | Time: 2591.14 ms [2022-04-12 11:14:54 main:574] : INFO : Epoch 1945 | loss: 0.0311938 | val_loss: 0.031187 | Time: 2584.91 ms [2022-04-12 11:14:57 main:574] : INFO : Epoch 1946 | loss: 0.0311932 | val_loss: 0.031187 | Time: 2596.25 ms [2022-04-12 11:15:00 main:574] : INFO : Epoch 1947 | loss: 0.0311903 | val_loss: 0.0311865 | Time: 2604.91 ms [2022-04-12 11:15:02 main:574] : INFO : Epoch 1948 | loss: 0.0311919 | val_loss: 0.0311875 | Time: 2602.65 ms [2022-04-12 11:15:05 main:574] : INFO : Epoch 1949 | loss: 0.0311901 | val_loss: 0.031187 | Time: 2595.3 ms [2022-04-12 11:15:07 main:574] : INFO : Epoch 1950 | loss: 0.0311913 | val_loss: 0.0311904 | Time: 2597.52 ms [2022-04-12 11:15:10 main:574] : INFO : Epoch 1951 | loss: 0.0311911 | val_loss: 0.0311867 | Time: 2605.38 ms [2022-04-12 11:15:13 main:574] : INFO : Epoch 1952 | loss: 0.0311908 | val_loss: 0.0311872 | Time: 2604.26 ms [2022-04-12 11:15:15 main:574] : INFO : Epoch 1953 | loss: 0.0311909 | val_loss: 0.0311882 | Time: 2605.84 ms [2022-04-12 11:15:18 main:574] : INFO : Epoch 1954 | loss: 0.0311918 | val_loss: 0.031187 | Time: 2605.44 ms [2022-04-12 11:15:20 main:574] : INFO : Epoch 1955 | loss: 0.0311899 | val_loss: 0.031187 | Time: 2604.32 ms [2022-04-12 11:15:23 main:574] : INFO : Epoch 1956 | loss: 0.0311899 | val_loss: 0.0311868 | Time: 2604.12 ms [2022-04-12 11:15:26 main:574] : INFO : Epoch 1957 | loss: 0.0311924 | val_loss: 0.0311881 | Time: 2617.65 ms [2022-04-12 11:15:28 main:574] : INFO : Epoch 1958 | loss: 0.0311916 | val_loss: 0.0311907 | Time: 2605.99 ms [2022-04-12 11:15:31 main:574] : INFO : Epoch 1959 | loss: 0.0311913 | val_loss: 0.0311882 | Time: 2602.32 ms [2022-04-12 11:15:33 main:574] : INFO : Epoch 1960 | loss: 0.0311903 | val_loss: 0.0311877 | Time: 2613.9 ms [2022-04-12 11:15:36 main:574] : INFO : Epoch 1961 | loss: 0.031193 | val_loss: 0.0311875 | Time: 2625.07 ms [2022-04-12 11:15:39 main:574] : INFO : Epoch 1962 | loss: 0.0311946 | val_loss: 0.0311893 | Time: 2597.2 ms [2022-04-12 11:15:41 main:574] : INFO : Epoch 1963 | loss: 0.0311922 | val_loss: 0.0311879 | Time: 2598.26 ms [2022-04-12 11:15:44 main:574] : INFO : Epoch 1964 | loss: 0.0311918 | val_loss: 0.0311934 | Time: 2623.16 ms [2022-04-12 11:15:47 main:574] : INFO : Epoch 1965 | loss: 0.0311915 | val_loss: 0.0311871 | Time: 2601.09 ms [2022-04-12 11:15:49 main:574] : INFO : Epoch 1966 | loss: 0.0311921 | val_loss: 0.0311902 | Time: 2595.7 ms [2022-04-12 11:15:52 main:574] : INFO : Epoch 1967 | loss: 0.0311912 | val_loss: 0.0311865 | Time: 2599.65 ms [2022-04-12 11:15:54 main:574] : INFO : Epoch 1968 | loss: 0.0311909 | val_loss: 0.0311878 | Time: 2609.42 ms [2022-04-12 11:15:57 main:574] : INFO : Epoch 1969 | loss: 0.0311897 | val_loss: 0.0311883 | Time: 2598.72 ms [2022-04-12 11:16:00 main:574] : INFO : Epoch 1970 | loss: 0.0311934 | val_loss: 0.0311867 | Time: 2603.08 ms [2022-04-12 11:16:02 main:574] : INFO : Epoch 1971 | loss: 0.0311922 | val_loss: 0.0311872 | Time: 2587.37 ms [2022-04-12 11:16:05 main:574] : INFO : Epoch 1972 | loss: 0.031191 | val_loss: 0.0311868 | Time: 2619.55 ms [2022-04-12 11:16:07 main:574] : INFO : Epoch 1973 | loss: 0.0311906 | val_loss: 0.0311865 | Time: 2600.97 ms [2022-04-12 11:16:10 main:574] : INFO : Epoch 1974 | loss: 0.0311909 | val_loss: 0.0311909 | Time: 2591.05 ms [2022-04-12 11:16:13 main:574] : INFO : Epoch 1975 | loss: 0.0311911 | val_loss: 0.0311879 | Time: 2597.76 ms [2022-04-12 11:16:15 main:574] : INFO : Epoch 1976 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 2625.07 ms [2022-04-12 11:16:18 main:574] : INFO : Epoch 1977 | loss: 0.0311917 | val_loss: 0.0311874 | Time: 2604.72 ms [2022-04-12 11:16:20 main:574] : INFO : Epoch 1978 | loss: 0.0311908 | val_loss: 0.0311927 | Time: 2597 ms [2022-04-12 11:16:23 main:574] : INFO : Epoch 1979 | loss: 0.031192 | val_loss: 0.0311874 | Time: 2598.12 ms [2022-04-12 11:16:26 main:574] : INFO : Epoch 1980 | loss: 0.0311921 | val_loss: 0.0311874 | Time: 2618.06 ms [2022-04-12 11:16:28 main:574] : INFO : Epoch 1981 | loss: 0.03119 | val_loss: 0.0311865 | Time: 2578.22 ms [2022-04-12 11:16:31 main:574] : INFO : Epoch 1982 | loss: 0.0311903 | val_loss: 0.0311956 | Time: 2567.34 ms [2022-04-12 11:16:33 main:574] : INFO : Epoch 1983 | loss: 0.0311929 | val_loss: 0.031188 | Time: 2566.61 ms [2022-04-12 11:16:36 main:574] : INFO : Epoch 1984 | loss: 0.0311944 | val_loss: 0.0311876 | Time: 2580.54 ms [2022-04-12 11:16:38 main:574] : INFO : Epoch 1985 | loss: 0.0311903 | val_loss: 0.0311869 | Time: 2577.17 ms [2022-04-12 11:16:41 main:574] : INFO : Epoch 1986 | loss: 0.031192 | val_loss: 0.0311895 | Time: 2569.7 ms [2022-04-12 11:16:44 main:574] : INFO : Epoch 1987 | loss: 0.0311902 | val_loss: 0.0311864 | Time: 2586.87 ms [2022-04-12 11:16:46 main:574] : INFO : Epoch 1988 | loss: 0.0311902 | val_loss: 0.0311868 | Time: 2579.04 ms [2022-04-12 11:16:49 main:574] : INFO : Epoch 1989 | loss: 0.0311901 | val_loss: 0.0311888 | Time: 2576.47 ms [2022-04-12 11:16:51 main:574] : INFO : Epoch 1990 | loss: 0.0311896 | val_loss: 0.0311865 | Time: 2575.09 ms [2022-04-12 11:16:54 main:574] : INFO : Epoch 1991 | loss: 0.0311907 | val_loss: 0.0311883 | Time: 2588.53 ms [2022-04-12 11:16:57 main:574] : INFO : Epoch 1992 | loss: 0.0311912 | val_loss: 0.0311872 | Time: 2603.96 ms [2022-04-12 11:16:59 main:574] : INFO : Epoch 1993 | loss: 0.0311915 | val_loss: 0.0311865 | Time: 2583.5 ms [2022-04-12 11:17:02 main:574] : INFO : Epoch 1994 | loss: 0.03119 | val_loss: 0.0311864 | Time: 2586 ms [2022-04-12 11:17:04 main:574] : INFO : Epoch 1995 | loss: 0.03119 | val_loss: 0.0311879 | Time: 2577.24 ms [2022-04-12 11:17:07 main:574] : INFO : Epoch 1996 | loss: 0.0311912 | val_loss: 0.0311909 | Time: 2622.16 ms [2022-04-12 11:17:10 main:574] : INFO : Epoch 1997 | loss: 0.0311935 | val_loss: 0.0311875 | Time: 2586.88 ms [2022-04-12 11:17:12 main:574] : INFO : Epoch 1998 | loss: 0.0311914 | val_loss: 0.0311878 | Time: 2603.44 ms [2022-04-12 11:17:15 main:574] : INFO : Epoch 1999 | loss: 0.0311908 | val_loss: 0.0311869 | Time: 2590.32 ms [2022-04-12 11:17:17 main:574] : INFO : Epoch 2000 | loss: 0.0311904 | val_loss: 0.031187 | Time: 2596.64 ms [2022-04-12 11:17:20 main:574] : INFO : Epoch 2001 | loss: 0.0311909 | val_loss: 0.0311868 | Time: 2582.08 ms [2022-04-12 11:17:23 main:574] : INFO : Epoch 2002 | loss: 0.0311915 | val_loss: 0.0311867 | Time: 2584.62 ms [2022-04-12 11:17:25 main:574] : INFO : Epoch 2003 | loss: 0.0311945 | val_loss: 0.0311933 | Time: 2577.59 ms [2022-04-12 11:17:28 main:574] : INFO : Epoch 2004 | loss: 0.0311922 | val_loss: 0.0311877 | Time: 2597.44 ms [2022-04-12 11:17:30 main:574] : INFO : Epoch 2005 | loss: 0.0311915 | val_loss: 0.0311938 | Time: 2590.66 ms [2022-04-12 11:17:33 main:574] : INFO : Epoch 2006 | loss: 0.0311914 | val_loss: 0.0311888 | Time: 2583.13 ms [2022-04-12 11:17:35 main:574] : INFO : Epoch 2007 | loss: 0.0311901 | val_loss: 0.0311888 | Time: 2592.35 ms [2022-04-12 11:17:38 main:574] : INFO : Epoch 2008 | loss: 0.0311907 | val_loss: 0.0311882 | Time: 2602.12 ms [2022-04-12 11:17:41 main:574] : INFO : Epoch 2009 | loss: 0.0311908 | val_loss: 0.031187 | Time: 2602.16 ms [2022-04-12 11:17:43 main:574] : INFO : Epoch 2010 | loss: 0.0311898 | val_loss: 0.0311947 | Time: 2588.43 ms [2022-04-12 11:17:46 main:574] : INFO : Epoch 2011 | loss: 0.0311911 | val_loss: 0.0311864 | Time: 2588.71 ms [2022-04-12 11:17:48 main:574] : INFO : Epoch 2012 | loss: 0.0311894 | val_loss: 0.0311887 | Time: 2603.99 ms [2022-04-12 11:17:51 main:574] : INFO : Epoch 2013 | loss: 0.0311906 | val_loss: 0.0311865 | Time: 2597.19 ms [2022-04-12 11:17:54 main:574] : INFO : Epoch 2014 | loss: 0.0311894 | val_loss: 0.0311868 | Time: 2606.53 ms [2022-04-12 11:17:56 main:574] : INFO : Epoch 2015 | loss: 0.0311896 | val_loss: 0.0311869 | Time: 2603.65 ms [2022-04-12 11:17:59 main:574] : INFO : Epoch 2016 | loss: 0.0311908 | val_loss: 0.0311877 | Time: 2604.63 ms [2022-04-12 11:18:01 main:574] : INFO : Epoch 2017 | loss: 0.0311921 | val_loss: 0.0311881 | Time: 2595.63 ms [2022-04-12 11:18:04 main:574] : INFO : Epoch 2018 | loss: 0.0311901 | val_loss: 0.0311876 | Time: 2601.81 ms [2022-04-12 11:18:07 main:574] : INFO : Epoch 2019 | loss: 0.0311921 | val_loss: 0.0311866 | Time: 2592.34 ms [2022-04-12 11:18:09 main:574] : INFO : Epoch 2020 | loss: 0.0311911 | val_loss: 0.0311864 | Time: 2598.03 ms [2022-04-12 11:18:12 main:574] : INFO : Epoch 2021 | loss: 0.0311897 | val_loss: 0.0311868 | Time: 2583.06 ms [2022-04-12 11:18:14 main:574] : INFO : Epoch 2022 | loss: 0.03119 | val_loss: 0.0311882 | Time: 2600.32 ms [2022-04-12 11:18:17 main:574] : INFO : Epoch 2023 | loss: 0.0311907 | val_loss: 0.0311933 | Time: 2583.84 ms [2022-04-12 11:18:20 main:574] : INFO : Epoch 2024 | loss: 0.0311926 | val_loss: 0.0311914 | Time: 2598.16 ms [2022-04-12 11:18:22 main:574] : INFO : Epoch 2025 | loss: 0.031199 | val_loss: 0.0311933 | Time: 2597.17 ms [2022-04-12 11:18:25 main:574] : INFO : Epoch 2026 | loss: 0.0311965 | val_loss: 0.0311891 | Time: 2600.85 ms [2022-04-12 11:18:27 main:574] : INFO : Epoch 2027 | loss: 0.0311947 | val_loss: 0.0311927 | Time: 2579.36 ms [2022-04-12 11:18:30 main:574] : INFO : Epoch 2028 | loss: 0.0311927 | val_loss: 0.0311876 | Time: 2595.81 ms [2022-04-12 11:18:33 main:574] : INFO : Epoch 2029 | loss: 0.0311908 | val_loss: 0.0311864 | Time: 2600.33 ms [2022-04-12 11:18:35 main:574] : INFO : Epoch 2030 | loss: 0.031191 | val_loss: 0.0311864 | Time: 2611.59 ms [2022-04-12 11:18:38 main:574] : INFO : Epoch 2031 | loss: 0.03119 | val_loss: 0.031188 | Time: 2603.63 ms [2022-04-12 11:18:40 main:574] : INFO : Epoch 2032 | loss: 0.0311921 | val_loss: 0.0311938 | Time: 2610.8 ms [2022-04-12 11:18:43 main:574] : INFO : Epoch 2033 | loss: 0.0311941 | val_loss: 0.031193 | Time: 2604.83 ms [2022-04-12 11:18:46 main:574] : INFO : Epoch 2034 | loss: 0.0311925 | val_loss: 0.0311886 | Time: 2592.76 ms [2022-04-12 11:18:48 main:574] : INFO : Epoch 2035 | loss: 0.0311895 | val_loss: 0.0311873 | Time: 2578.79 ms [2022-04-12 11:18:51 main:574] : INFO : Epoch 2036 | loss: 0.0311902 | val_loss: 0.0311895 | Time: 2578.94 ms [2022-04-12 11:18:53 main:574] : INFO : Epoch 2037 | loss: 0.0311927 | val_loss: 0.0311901 | Time: 2575.65 ms [2022-04-12 11:18:56 main:574] : INFO : Epoch 2038 | loss: 0.0311925 | val_loss: 0.0311896 | Time: 2573.89 ms [2022-04-12 11:18:59 main:574] : INFO : Epoch 2039 | loss: 0.0311909 | val_loss: 0.0311865 | Time: 2583.77 ms [2022-04-12 11:19:01 main:574] : INFO : Epoch 2040 | loss: 0.0311923 | val_loss: 0.0311864 | Time: 2576.44 ms [2022-04-12 11:19:04 main:574] : INFO : Epoch 2041 | loss: 0.0311902 | val_loss: 0.0311865 | Time: 2572.88 ms [2022-04-12 11:19:06 main:574] : INFO : Epoch 2042 | loss: 0.0311905 | val_loss: 0.031187 | Time: 2586.46 ms [2022-04-12 11:19:09 main:574] : INFO : Epoch 2043 | loss: 0.0311914 | val_loss: 0.0311876 | Time: 2592.14 ms [2022-04-12 11:19:12 main:574] : INFO : Epoch 2044 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 2604.86 ms [2022-04-12 11:19:14 main:574] : INFO : Epoch 2045 | loss: 0.0311916 | val_loss: 0.0311917 | Time: 2585.6 ms [2022-04-12 11:19:17 main:574] : INFO : Epoch 2046 | loss: 0.0311905 | val_loss: 0.0311884 | Time: 2595.14 ms [2022-04-12 11:19:19 main:574] : INFO : Epoch 2047 | loss: 0.0311897 | val_loss: 0.0311866 | Time: 2614.96 ms [2022-04-12 11:19:22 main:574] : INFO : Epoch 2048 | loss: 0.0311902 | val_loss: 0.0311899 | Time: 2597.24 ms [2022-04-12 11:19:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311899 [2022-04-12 11:19:22 main:603] : INFO : Saving end state to config to file [2022-04-12 11:19:22 main:608] : INFO : Success, exiting.. 11:19:22 (12604): 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)