Task 14195961
| Name | ParityModified-1647041801-29373-3-0_0 |
| Workunit | 11256841 |
| Created | 1 Apr 2022, 13:45:54 UTC |
| Sent | 8 Apr 2022, 21:27:17 UTC |
| Report deadline | 16 Apr 2022, 21:27:17 UTC |
| Received | 10 Apr 2022, 12:26:48 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 47 min 10 sec |
| CPU time | 1 hours 46 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311743 | val_loss: 0.0311847 | Time: 3122.04 ms [2022-04-10 13:20:04 main:574] : INFO : Epoch 1543 | loss: 0.031174 | val_loss: 0.0311848 | Time: 3137.69 ms [2022-04-10 13:20:07 main:574] : INFO : Epoch 1544 | loss: 0.031175 | val_loss: 0.0311823 | Time: 3129.75 ms [2022-04-10 13:20:10 main:574] : INFO : Epoch 1545 | loss: 0.0311771 | val_loss: 0.0311885 | Time: 3136.78 ms [2022-04-10 13:20:13 main:574] : INFO : Epoch 1546 | loss: 0.0311767 | val_loss: 0.031186 | Time: 3134.93 ms [2022-04-10 13:20:17 main:574] : INFO : Epoch 1547 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 3125.81 ms [2022-04-10 13:20:20 main:574] : INFO : Epoch 1548 | loss: 0.0311733 | val_loss: 0.0311815 | Time: 3143.47 ms [2022-04-10 13:20:23 main:574] : INFO : Epoch 1549 | loss: 0.0311729 | val_loss: 0.0311839 | Time: 3138.29 ms [2022-04-10 13:20:26 main:574] : INFO : Epoch 1550 | loss: 0.0311728 | val_loss: 0.031183 | Time: 3150.95 ms [2022-04-10 13:20:29 main:574] : INFO : Epoch 1551 | loss: 0.0311768 | val_loss: 0.0311854 | Time: 3120.64 ms [2022-04-10 13:20:32 main:574] : INFO : Epoch 1552 | loss: 0.0311746 | val_loss: 0.0311853 | Time: 3135.94 ms [2022-04-10 13:20:35 main:574] : INFO : Epoch 1553 | loss: 0.0311745 | val_loss: 0.0311869 | Time: 3140.88 ms [2022-04-10 13:20:39 main:574] : INFO : Epoch 1554 | loss: 0.031174 | val_loss: 0.0311843 | Time: 3136.29 ms [2022-04-10 13:20:42 main:574] : INFO : Epoch 1555 | loss: 0.0311733 | val_loss: 0.031185 | Time: 3121.85 ms [2022-04-10 13:20:45 main:574] : INFO : Epoch 1556 | loss: 0.0311729 | val_loss: 0.0311857 | Time: 3126.72 ms [2022-04-10 13:20:48 main:574] : INFO : Epoch 1557 | loss: 0.0311739 | val_loss: 0.0311904 | Time: 3128.31 ms [2022-04-10 13:20:51 main:574] : INFO : Epoch 1558 | loss: 0.0311765 | val_loss: 0.0311873 | Time: 3163.89 ms [2022-04-10 13:20:54 main:574] : INFO : Epoch 1559 | loss: 0.0311753 | val_loss: 0.0311882 | Time: 3137.18 ms [2022-04-10 13:20:57 main:574] : INFO : Epoch 1560 | loss: 0.0311754 | val_loss: 0.0311882 | Time: 3137.92 ms [2022-04-10 13:21:01 main:574] : INFO : Epoch 1561 | loss: 0.0311723 | val_loss: 0.0311862 | Time: 3138.42 ms [2022-04-10 13:21:04 main:574] : INFO : Epoch 1562 | loss: 0.031172 | val_loss: 0.0311884 | Time: 3141.46 ms [2022-04-10 13:21:07 main:574] : INFO : Epoch 1563 | loss: 0.0311713 | val_loss: 0.0311855 | Time: 3128.83 ms [2022-04-10 13:21:10 main:574] : INFO : Epoch 1564 | loss: 0.0311715 | val_loss: 0.0311862 | Time: 3134.42 ms [2022-04-10 13:21:13 main:574] : INFO : Epoch 1565 | loss: 0.0311703 | val_loss: 0.0311868 | Time: 3117.99 ms [2022-04-10 13:21:16 main:574] : INFO : Epoch 1566 | loss: 0.0311718 | val_loss: 0.0311862 | Time: 3142.26 ms [2022-04-10 13:21:19 main:574] : INFO : Epoch 1567 | loss: 0.0311713 | val_loss: 0.0311861 | Time: 3148.03 ms [2022-04-10 13:21:22 main:574] : INFO : Epoch 1568 | loss: 0.0311721 | val_loss: 0.0311844 | Time: 3120.82 ms [2022-04-10 13:21:26 main:574] : INFO : Epoch 1569 | loss: 0.0311717 | val_loss: 0.0311848 | Time: 3127.11 ms [2022-04-10 13:21:29 main:574] : INFO : Epoch 1570 | loss: 0.0311738 | val_loss: 0.0311851 | Time: 3142.63 ms [2022-04-10 13:21:32 main:574] : INFO : Epoch 1571 | loss: 0.0311736 | val_loss: 0.0311841 | Time: 3147.12 ms [2022-04-10 13:21:35 main:574] : INFO : Epoch 1572 | loss: 0.0311742 | val_loss: 0.0311902 | Time: 3115.87 ms [2022-04-10 13:21:38 main:574] : INFO : Epoch 1573 | loss: 0.0311731 | val_loss: 0.031185 | Time: 3119.31 ms [2022-04-10 13:21:41 main:574] : INFO : Epoch 1574 | loss: 0.031175 | val_loss: 0.0311833 | Time: 3133.02 ms [2022-04-10 13:21:44 main:574] : INFO : Epoch 1575 | loss: 0.0311723 | val_loss: 0.0311888 | Time: 3167.19 ms [2022-04-10 13:21:48 main:574] : INFO : Epoch 1576 | loss: 0.0311717 | val_loss: 0.0311859 | Time: 3126.18 ms [2022-04-10 13:21:51 main:574] : INFO : Epoch 1577 | loss: 0.0311722 | val_loss: 0.0311852 | Time: 3113.75 ms [2022-04-10 13:21:54 main:574] : INFO : Epoch 1578 | loss: 0.0311726 | val_loss: 0.0311902 | Time: 3127.4 ms [2022-04-10 13:21:57 main:574] : INFO : Epoch 1579 | loss: 0.0311756 | val_loss: 0.0311852 | Time: 3144.77 ms [2022-04-10 13:22:00 main:574] : INFO : Epoch 1580 | loss: 0.0311739 | val_loss: 0.0311884 | Time: 3134.67 ms [2022-04-10 13:22:03 main:574] : INFO : Epoch 1581 | loss: 0.0311743 | val_loss: 0.0311853 | Time: 3114.24 ms [2022-04-10 13:22:06 main:574] : INFO : Epoch 1582 | loss: 0.0311725 | val_loss: 0.0311858 | Time: 3134.53 ms [2022-04-10 13:22:10 main:574] : INFO : Epoch 1583 | loss: 0.0311714 | val_loss: 0.0311829 | Time: 3144.68 ms [2022-04-10 13:22:13 main:574] : INFO : Epoch 1584 | loss: 0.0311716 | val_loss: 0.0311847 | Time: 3135.9 ms [2022-04-10 13:22:16 main:574] : INFO : Epoch 1585 | loss: 0.0311733 | val_loss: 0.0311836 | Time: 3131.17 ms [2022-04-10 13:22:19 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.0311833 | Time: 3118.22 ms [2022-04-10 13:22:22 main:574] : INFO : Epoch 1587 | loss: 0.031177 | val_loss: 0.0311862 | Time: 3150.1 ms [2022-04-10 13:22:25 main:574] : INFO : Epoch 1588 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 3140.18 ms [2022-04-10 13:22:28 main:574] : INFO : Epoch 1589 | loss: 0.031178 | val_loss: 0.0311858 | Time: 3113.79 ms [2022-04-10 13:22:32 main:574] : INFO : Epoch 1590 | loss: 0.0311767 | val_loss: 0.0311851 | Time: 3117.01 ms [2022-04-10 13:22:35 main:574] : INFO : Epoch 1591 | loss: 0.0311798 | val_loss: 0.0311842 | Time: 3118.18 ms [2022-04-10 13:22:38 main:574] : INFO : Epoch 1592 | loss: 0.0311767 | val_loss: 0.0311844 | Time: 3162.12 ms [2022-04-10 13:22:41 main:574] : INFO : Epoch 1593 | loss: 0.0311758 | val_loss: 0.0311889 | Time: 3113.74 ms [2022-04-10 13:22:44 main:574] : INFO : Epoch 1594 | loss: 0.0311754 | val_loss: 0.0311845 | Time: 3117.49 ms [2022-04-10 13:22:47 main:574] : INFO : Epoch 1595 | loss: 0.0311746 | val_loss: 0.0311837 | Time: 3141.42 ms [2022-04-10 13:22:50 main:574] : INFO : Epoch 1596 | loss: 0.0311718 | val_loss: 0.0311842 | Time: 3127.36 ms [2022-04-10 13:22:53 main:574] : INFO : Epoch 1597 | loss: 0.0311714 | val_loss: 0.0311858 | Time: 3129.77 ms [2022-04-10 13:22:57 main:574] : INFO : Epoch 1598 | loss: 0.0311726 | val_loss: 0.0311824 | Time: 3130.75 ms [2022-04-10 13:23:00 main:574] : INFO : Epoch 1599 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 3126.47 ms [2022-04-10 13:23:03 main:574] : INFO : Epoch 1600 | loss: 0.0311707 | val_loss: 0.0311833 | Time: 3145.58 ms [2022-04-10 13:23:06 main:574] : INFO : Epoch 1601 | loss: 0.03117 | val_loss: 0.0311826 | Time: 3124.54 ms [2022-04-10 13:23:09 main:574] : INFO : Epoch 1602 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 3113.08 ms [2022-04-10 13:23:12 main:574] : INFO : Epoch 1603 | loss: 0.031168 | val_loss: 0.0311832 | Time: 3116.53 ms [2022-04-10 13:23:15 main:574] : INFO : Epoch 1604 | loss: 0.0311674 | val_loss: 0.0311854 | Time: 3138.53 ms [2022-04-10 13:23:19 main:574] : INFO : Epoch 1605 | loss: 0.0311681 | val_loss: 0.0311831 | Time: 3140.95 ms [2022-04-10 13:23:22 main:574] : INFO : Epoch 1606 | loss: 0.0311703 | val_loss: 0.0311914 | Time: 3113.81 ms [2022-04-10 13:23:25 main:574] : INFO : Epoch 1607 | loss: 0.0311859 | val_loss: 0.0311893 | Time: 3126.3 ms [2022-04-10 13:23:28 main:574] : INFO : Epoch 1608 | loss: 0.0311827 | val_loss: 0.0311863 | Time: 3135.42 ms [2022-04-10 13:23:31 main:574] : INFO : Epoch 1609 | loss: 0.0311802 | val_loss: 0.0311839 | Time: 3150.62 ms [2022-04-10 13:23:34 main:574] : INFO : Epoch 1610 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 3140.07 ms [2022-04-10 13:23:37 main:574] : INFO : Epoch 1611 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 3138.98 ms [2022-04-10 13:23:41 main:574] : INFO : Epoch 1612 | loss: 0.0311739 | val_loss: 0.0311854 | Time: 3136.85 ms [2022-04-10 13:23:44 main:574] : INFO : Epoch 1613 | loss: 0.0311733 | val_loss: 0.0311826 | Time: 3128.92 ms [2022-04-10 13:23:47 main:574] : INFO : Epoch 1614 | loss: 0.0311721 | val_loss: 0.0311809 | Time: 3138.11 ms [2022-04-10 13:23:50 main:574] : INFO : Epoch 1615 | loss: 0.031172 | val_loss: 0.0311819 | Time: 3128.19 ms [2022-04-10 13:23:53 main:574] : INFO : Epoch 1616 | loss: 0.0311708 | val_loss: 0.0311814 | Time: 3140.51 ms [2022-04-10 13:23:56 main:574] : INFO : Epoch 1617 | loss: 0.0311691 | val_loss: 0.0311843 | Time: 3131.93 ms [2022-04-10 13:23:59 main:574] : INFO : Epoch 1618 | loss: 0.0311684 | val_loss: 0.0311822 | Time: 3139.41 ms [2022-04-10 13:24:03 main:574] : INFO : Epoch 1619 | loss: 0.0311688 | val_loss: 0.0311841 | Time: 3113.06 ms [2022-04-10 13:24:06 main:574] : INFO : Epoch 1620 | loss: 0.0311683 | val_loss: 0.0311885 | Time: 3117.72 ms [2022-04-10 13:24:09 main:574] : INFO : Epoch 1621 | loss: 0.031168 | val_loss: 0.031184 | Time: 3133.55 ms [2022-04-10 13:24:12 main:574] : INFO : Epoch 1622 | loss: 0.0311675 | val_loss: 0.0311867 | Time: 3132.16 ms [2022-04-10 13:24:15 main:574] : INFO : Epoch 1623 | loss: 0.0311676 | val_loss: 0.0311844 | Time: 3159.21 ms [2022-04-10 13:24:18 main:574] : INFO : Epoch 1624 | loss: 0.0311692 | val_loss: 0.0311846 | Time: 3129.86 ms [2022-04-10 13:24:21 main:574] : INFO : Epoch 1625 | loss: 0.0311693 | val_loss: 0.0311831 | Time: 3122.78 ms [2022-04-10 13:24:24 main:574] : INFO : Epoch 1626 | loss: 0.0311682 | val_loss: 0.0311868 | Time: 3133.34 ms [2022-04-10 13:24:28 main:574] : INFO : Epoch 1627 | loss: 0.0311693 | val_loss: 0.0311849 | Time: 3130.85 ms [2022-04-10 13:24:31 main:574] : INFO : Epoch 1628 | loss: 0.031168 | val_loss: 0.0311821 | Time: 3126.11 ms [2022-04-10 13:24:34 main:574] : INFO : Epoch 1629 | loss: 0.0311684 | val_loss: 0.0311834 | Time: 3133.67 ms [2022-04-10 13:24:37 main:574] : INFO : Epoch 1630 | loss: 0.0311682 | val_loss: 0.0311854 | Time: 3125.21 ms [2022-04-10 13:24:40 main:574] : INFO : Epoch 1631 | loss: 0.0311677 | val_loss: 0.0311849 | Time: 3136.45 ms [2022-04-10 13:24:43 main:574] : INFO : Epoch 1632 | loss: 0.0311696 | val_loss: 0.0311832 | Time: 3127.32 ms [2022-04-10 13:24:46 main:574] : INFO : Epoch 1633 | loss: 0.0311702 | val_loss: 0.0311887 | Time: 3125.81 ms [2022-04-10 13:24:50 main:574] : INFO : Epoch 1634 | loss: 0.0311714 | val_loss: 0.0311852 | Time: 3142.86 ms [2022-04-10 13:24:53 main:574] : INFO : Epoch 1635 | loss: 0.0311694 | val_loss: 0.0311839 | Time: 3146.44 ms [2022-04-10 13:24:56 main:574] : INFO : Epoch 1636 | loss: 0.0311676 | val_loss: 0.0311848 | Time: 3136.83 ms [2022-04-10 13:24:59 main:574] : INFO : Epoch 1637 | loss: 0.0311691 | val_loss: 0.0311847 | Time: 3124.23 ms [2022-04-10 13:25:02 main:574] : INFO : Epoch 1638 | loss: 0.0311701 | val_loss: 0.0311815 | Time: 3131.43 ms [2022-04-10 13:25:05 main:574] : INFO : Epoch 1639 | loss: 0.0311716 | val_loss: 0.0311867 | Time: 3131.34 ms [2022-04-10 13:25:08 main:574] : INFO : Epoch 1640 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 3134.93 ms [2022-04-10 13:25:12 main:574] : INFO : Epoch 1641 | loss: 0.0311668 | val_loss: 0.0311854 | Time: 3142.67 ms [2022-04-10 13:25:15 main:574] : INFO : Epoch 1642 | loss: 0.0311684 | val_loss: 0.0311869 | Time: 3131 ms [2022-04-10 13:25:18 main:574] : INFO : Epoch 1643 | loss: 0.0311705 | val_loss: 0.031185 | Time: 3154.32 ms [2022-04-10 13:25:21 main:574] : INFO : Epoch 1644 | loss: 0.0311697 | val_loss: 0.0311861 | Time: 3142.87 ms [2022-04-10 13:25:24 main:574] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311834 | Time: 3124.48 ms [2022-04-10 13:25:27 main:574] : INFO : Epoch 1646 | loss: 0.0311665 | val_loss: 0.0311848 | Time: 3146.94 ms [2022-04-10 13:25:30 main:574] : INFO : Epoch 1647 | loss: 0.0311672 | val_loss: 0.0311836 | Time: 3133.59 ms [2022-04-10 13:25:34 main:574] : INFO : Epoch 1648 | loss: 0.0311647 | val_loss: 0.0311848 | Time: 3130.66 ms [2022-04-10 13:25:37 main:574] : INFO : Epoch 1649 | loss: 0.0311663 | val_loss: 0.0311875 | Time: 3162.87 ms [2022-04-10 13:25:40 main:574] : INFO : Epoch 1650 | loss: 0.0311676 | val_loss: 0.0311817 | Time: 3127.63 ms [2022-04-10 13:25:43 main:574] : INFO : Epoch 1651 | loss: 0.031167 | val_loss: 0.0311821 | Time: 3130.92 ms [2022-04-10 13:25:46 main:574] : INFO : Epoch 1652 | loss: 0.0311645 | val_loss: 0.031183 | Time: 3157.36 ms [2022-04-10 13:25:49 main:574] : INFO : Epoch 1653 | loss: 0.0311636 | val_loss: 0.0311861 | Time: 3119.52 ms [2022-04-10 13:25:52 main:574] : INFO : Epoch 1654 | loss: 0.0311641 | val_loss: 0.0311841 | Time: 3134.86 ms [2022-04-10 13:25:56 main:574] : INFO : Epoch 1655 | loss: 0.0311639 | val_loss: 0.0311852 | Time: 3142.64 ms [2022-04-10 13:25:59 main:574] : INFO : Epoch 1656 | loss: 0.0311618 | val_loss: 0.0311847 | Time: 3133.88 ms [2022-04-10 13:26:02 main:574] : INFO : Epoch 1657 | loss: 0.0311624 | val_loss: 0.0311861 | Time: 3129.46 ms [2022-04-10 13:26:05 main:574] : INFO : Epoch 1658 | loss: 0.0311629 | val_loss: 0.0311862 | Time: 3138.3 ms [2022-04-10 13:26:08 main:574] : INFO : Epoch 1659 | loss: 0.0311632 | val_loss: 0.0311854 | Time: 3126.6 ms [2022-04-10 13:26:11 main:574] : INFO : Epoch 1660 | loss: 0.031163 | val_loss: 0.0311817 | Time: 3120.98 ms [2022-04-10 13:26:14 main:574] : INFO : Epoch 1661 | loss: 0.0311626 | val_loss: 0.031183 | Time: 3125.43 ms [2022-04-10 13:26:18 main:574] : INFO : Epoch 1662 | loss: 0.0311629 | val_loss: 0.0311859 | Time: 3139.65 ms [2022-04-10 13:26:21 main:574] : INFO : Epoch 1663 | loss: 0.0311651 | val_loss: 0.0311826 | Time: 3135.25 ms [2022-04-10 13:26:24 main:574] : INFO : Epoch 1664 | loss: 0.0311661 | val_loss: 0.0311865 | Time: 3139.13 ms [2022-04-10 13:26:27 main:574] : INFO : Epoch 1665 | loss: 0.0311648 | val_loss: 0.0311837 | Time: 3116.35 ms [2022-04-10 13:26:30 main:574] : INFO : Epoch 1666 | loss: 0.0311643 | val_loss: 0.0311815 | Time: 3130.22 ms [2022-04-10 13:26:33 main:574] : INFO : Epoch 1667 | loss: 0.0311643 | val_loss: 0.0311821 | Time: 3151.52 ms [2022-04-10 13:26:36 main:574] : INFO : Epoch 1668 | loss: 0.0311642 | val_loss: 0.031187 | Time: 3140.61 ms [2022-04-10 13:26:40 main:574] : INFO : Epoch 1669 | loss: 0.031166 | val_loss: 0.031185 | Time: 3122.97 ms [2022-04-10 13:26:43 main:574] : INFO : Epoch 1670 | loss: 0.0311653 | val_loss: 0.0311829 | Time: 3124.33 ms [2022-04-10 13:26:46 main:574] : INFO : Epoch 1671 | loss: 0.0311642 | val_loss: 0.031185 | Time: 3135.34 ms [2022-04-10 13:26:49 main:574] : INFO : Epoch 1672 | loss: 0.0311626 | val_loss: 0.0311835 | Time: 3145.46 ms [2022-04-10 13:26:52 main:574] : INFO : Epoch 1673 | loss: 0.0311637 | val_loss: 0.0311875 | Time: 3134.44 ms [2022-04-10 13:26:55 main:574] : INFO : Epoch 1674 | loss: 0.031169 | val_loss: 0.0311831 | Time: 3143.45 ms [2022-04-10 13:26:58 main:574] : INFO : Epoch 1675 | loss: 0.031172 | val_loss: 0.0311808 | Time: 3136.15 ms [2022-04-10 13:27:02 main:574] : INFO : Epoch 1676 | loss: 0.0311764 | val_loss: 0.0311825 | Time: 3137.44 ms [2022-04-10 13:27:05 main:574] : INFO : Epoch 1677 | loss: 0.0311765 | val_loss: 0.0311828 | Time: 3144.49 ms [2022-04-10 13:27:08 main:574] : INFO : Epoch 1678 | loss: 0.0311725 | val_loss: 0.0311786 | Time: 3137.71 ms [2022-04-10 13:27:11 main:574] : INFO : Epoch 1679 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 3126.99 ms [2022-04-10 13:27:14 main:574] : INFO : Epoch 1680 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 3136.45 ms [2022-04-10 13:27:17 main:574] : INFO : Epoch 1681 | loss: 0.0311705 | val_loss: 0.0311804 | Time: 3136.14 ms [2022-04-10 13:27:20 main:574] : INFO : Epoch 1682 | loss: 0.0311758 | val_loss: 0.0311798 | Time: 3119.81 ms [2022-04-10 13:27:24 main:574] : INFO : Epoch 1683 | loss: 0.0311784 | val_loss: 0.0311796 | Time: 3139.79 ms [2022-04-10 13:27:27 main:574] : INFO : Epoch 1684 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 3132.43 ms [2022-04-10 13:27:30 main:574] : INFO : Epoch 1685 | loss: 0.031177 | val_loss: 0.0311776 | Time: 3138.1 ms [2022-04-10 13:27:33 main:574] : INFO : Epoch 1686 | loss: 0.0311778 | val_loss: 0.0311787 | Time: 3139.35 ms [2022-04-10 13:27:36 main:574] : INFO : Epoch 1687 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 3139.09 ms [2022-04-10 13:27:39 main:574] : INFO : Epoch 1688 | loss: 0.03118 | val_loss: 0.031183 | Time: 3138.67 ms [2022-04-10 13:27:42 main:574] : INFO : Epoch 1689 | loss: 0.0311781 | val_loss: 0.0311762 | Time: 3131.94 ms [2022-04-10 13:27:46 main:574] : INFO : Epoch 1690 | loss: 0.0311779 | val_loss: 0.0311844 | Time: 3125.04 ms [2022-04-10 13:27:49 main:574] : INFO : Epoch 1691 | loss: 0.0311767 | val_loss: 0.0311759 | Time: 3131.02 ms [2022-04-10 13:27:52 main:574] : INFO : Epoch 1692 | loss: 0.0311759 | val_loss: 0.0311801 | Time: 3142.08 ms [2022-04-10 13:27:55 main:574] : INFO : Epoch 1693 | loss: 0.031201 | val_loss: 0.0311966 | Time: 3134.77 ms [2022-04-10 13:27:58 main:574] : INFO : Epoch 1694 | loss: 0.0311981 | val_loss: 0.0311888 | Time: 3130.78 ms [2022-04-10 13:28:01 main:574] : INFO : Epoch 1695 | loss: 0.0311898 | val_loss: 0.0311877 | Time: 3126.24 ms [2022-04-10 13:28:04 main:574] : INFO : Epoch 1696 | loss: 0.0311899 | val_loss: 0.0311849 | Time: 3104.67 ms [2022-04-10 13:28:07 main:574] : INFO : Epoch 1697 | loss: 0.0311873 | val_loss: 0.0311904 | Time: 3141.71 ms [2022-04-10 13:28:11 main:574] : INFO : Epoch 1698 | loss: 0.031189 | val_loss: 0.0311875 | Time: 3149.03 ms [2022-04-10 13:28:14 main:574] : INFO : Epoch 1699 | loss: 0.0311913 | val_loss: 0.0311887 | Time: 3137.81 ms [2022-04-10 13:28:17 main:574] : INFO : Epoch 1700 | loss: 0.0311917 | val_loss: 0.0311879 | Time: 3138.4 ms [2022-04-10 13:28:20 main:574] : INFO : Epoch 1701 | loss: 0.0311887 | val_loss: 0.03119 | Time: 3115.15 ms [2022-04-10 13:28:23 main:574] : INFO : Epoch 1702 | loss: 0.0311868 | val_loss: 0.0311863 | Time: 3152.16 ms [2022-04-10 13:28:26 main:574] : INFO : Epoch 1703 | loss: 0.0311861 | val_loss: 0.0311863 | Time: 3146.23 ms [2022-04-10 13:28:29 main:574] : INFO : Epoch 1704 | loss: 0.0311849 | val_loss: 0.0311868 | Time: 3123.35 ms [2022-04-10 13:28:33 main:574] : INFO : Epoch 1705 | loss: 0.0311852 | val_loss: 0.0311903 | Time: 3140.57 ms [2022-04-10 13:28:36 main:574] : INFO : Epoch 1706 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 3132.72 ms [2022-04-10 13:28:39 main:574] : INFO : Epoch 1707 | loss: 0.0311826 | val_loss: 0.0311856 | Time: 3139.1 ms [2022-04-10 13:28:42 main:574] : INFO : Epoch 1708 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 3120.4 ms [2022-04-10 13:28:45 main:574] : INFO : Epoch 1709 | loss: 0.0311815 | val_loss: 0.0311842 | Time: 3131.79 ms [2022-04-10 13:28:48 main:574] : INFO : Epoch 1710 | loss: 0.0311814 | val_loss: 0.0311837 | Time: 3124.6 ms [2022-04-10 13:28:51 main:574] : INFO : Epoch 1711 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 3129.64 ms [2022-04-10 13:28:55 main:574] : INFO : Epoch 1712 | loss: 0.0311844 | val_loss: 0.0311854 | Time: 3147.06 ms [2022-04-10 13:28:58 main:574] : INFO : Epoch 1713 | loss: 0.0311807 | val_loss: 0.0311839 | Time: 3110.69 ms [2022-04-10 13:29:01 main:574] : INFO : Epoch 1714 | loss: 0.0311803 | val_loss: 0.0311848 | Time: 3134.17 ms [2022-04-10 13:29:04 main:574] : INFO : Epoch 1715 | loss: 0.0311803 | val_loss: 0.0311844 | Time: 3131.95 ms [2022-04-10 13:29:07 main:574] : INFO : Epoch 1716 | loss: 0.0311791 | val_loss: 0.0311832 | Time: 3145.24 ms [2022-04-10 13:29:10 main:574] : INFO : Epoch 1717 | loss: 0.0311792 | val_loss: 0.031183 | Time: 3139.45 ms [2022-04-10 13:29:13 main:574] : INFO : Epoch 1718 | loss: 0.0311783 | val_loss: 0.0311843 | Time: 3133.09 ms [2022-04-10 13:29:17 main:574] : INFO : Epoch 1719 | loss: 0.0311779 | val_loss: 0.031184 | Time: 3123.91 ms [2022-04-10 13:29:20 main:574] : INFO : Epoch 1720 | loss: 0.0311787 | val_loss: 0.0311888 | Time: 3151.62 ms [2022-04-10 13:29:23 main:574] : INFO : Epoch 1721 | loss: 0.0311816 | val_loss: 0.0311823 | Time: 3124.09 ms [2022-04-10 13:29:26 main:574] : INFO : Epoch 1722 | loss: 0.0311799 | val_loss: 0.0311828 | Time: 3145.74 ms [2022-04-10 13:29:29 main:574] : INFO : Epoch 1723 | loss: 0.0311787 | val_loss: 0.0311838 | Time: 3151.02 ms [2022-04-10 13:29:32 main:574] : INFO : Epoch 1724 | loss: 0.0311789 | val_loss: 0.0311805 | Time: 3128.69 ms [2022-04-10 13:29:35 main:574] : INFO : Epoch 1725 | loss: 0.0311805 | val_loss: 0.0311895 | Time: 3120.87 ms [2022-04-10 13:29:39 main:574] : INFO : Epoch 1726 | loss: 0.0311845 | val_loss: 0.0311851 | Time: 3150.11 ms [2022-04-10 13:29:42 main:574] : INFO : Epoch 1727 | loss: 0.0311805 | val_loss: 0.0311883 | Time: 3139.55 ms [2022-04-10 13:29:45 main:574] : INFO : Epoch 1728 | loss: 0.0311782 | val_loss: 0.0311789 | Time: 3153.75 ms [2022-04-10 13:29:48 main:574] : INFO : Epoch 1729 | loss: 0.0311775 | val_loss: 0.031181 | Time: 3141.35 ms [2022-04-10 13:29:51 main:574] : INFO : Epoch 1730 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 3122.91 ms [2022-04-10 13:29:54 main:574] : INFO : Epoch 1731 | loss: 0.0311759 | val_loss: 0.0311832 | Time: 3146.85 ms [2022-04-10 13:29:57 main:574] : INFO : Epoch 1732 | loss: 0.0311753 | val_loss: 0.031182 | Time: 3134.94 ms [2022-04-10 13:30:01 main:574] : INFO : Epoch 1733 | loss: 0.0311752 | val_loss: 0.0311802 | Time: 3136.69 ms [2022-04-10 13:30:04 main:574] : INFO : Epoch 1734 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 3157.35 ms [2022-04-10 13:30:07 main:574] : INFO : Epoch 1735 | loss: 0.031175 | val_loss: 0.0311803 | Time: 3143.9 ms [2022-04-10 13:30:10 main:574] : INFO : Epoch 1736 | loss: 0.0311743 | val_loss: 0.0311795 | Time: 3130.91 ms [2022-04-10 13:30:13 main:574] : INFO : Epoch 1737 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 3128.03 ms [2022-04-10 13:30:16 main:574] : INFO : Epoch 1738 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 3127.28 ms [2022-04-10 13:30:19 main:574] : INFO : Epoch 1739 | loss: 0.031172 | val_loss: 0.0311846 | Time: 3138.82 ms [2022-04-10 13:30:23 main:574] : INFO : Epoch 1740 | loss: 0.0311754 | val_loss: 0.0311797 | Time: 3136.72 ms [2022-04-10 13:30:26 main:574] : INFO : Epoch 1741 | loss: 0.0311721 | val_loss: 0.0311789 | Time: 3142.46 ms [2022-04-10 13:30:29 main:574] : INFO : Epoch 1742 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 3130.57 ms [2022-04-10 13:30:32 main:574] : INFO : Epoch 1743 | loss: 0.0311729 | val_loss: 0.0311804 | Time: 3125.28 ms [2022-04-10 13:30:35 main:574] : INFO : Epoch 1744 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 3123.74 ms [2022-04-10 13:30:38 main:574] : INFO : Epoch 1745 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 3129.04 ms [2022-04-10 13:30:41 main:574] : INFO : Epoch 1746 | loss: 0.0311701 | val_loss: 0.0311773 | Time: 3121.35 ms [2022-04-10 13:30:45 main:574] : INFO : Epoch 1747 | loss: 0.0311727 | val_loss: 0.0311761 | Time: 3143.26 ms [2022-04-10 13:30:48 main:574] : INFO : Epoch 1748 | loss: 0.0311704 | val_loss: 0.0311784 | Time: 3152.59 ms [2022-04-10 13:30:51 main:574] : INFO : Epoch 1749 | loss: 0.0311725 | val_loss: 0.0311772 | Time: 3128.69 ms [2022-04-10 13:30:54 main:574] : INFO : Epoch 1750 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 3130.15 ms [2022-04-10 13:30:57 main:574] : INFO : Epoch 1751 | loss: 0.0311702 | val_loss: 0.0311779 | Time: 3131.57 ms [2022-04-10 13:31:00 main:574] : INFO : Epoch 1752 | loss: 0.0311698 | val_loss: 0.0311759 | Time: 3135.32 ms [2022-04-10 13:31:03 main:574] : INFO : Epoch 1753 | loss: 0.0311689 | val_loss: 0.0311754 | Time: 3133.57 ms [2022-04-10 13:31:07 main:574] : INFO : Epoch 1754 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 3139.69 ms [2022-04-10 13:31:10 main:574] : INFO : Epoch 1755 | loss: 0.0311721 | val_loss: 0.0311796 | Time: 3140.96 ms [2022-04-10 13:31:13 main:574] : INFO : Epoch 1756 | loss: 0.0311698 | val_loss: 0.0311785 | Time: 3140.88 ms [2022-04-10 13:31:16 main:574] : INFO : Epoch 1757 | loss: 0.0311711 | val_loss: 0.0311809 | Time: 3131.06 ms [2022-04-10 13:31:19 main:574] : INFO : Epoch 1758 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 3122.45 ms [2022-04-10 13:31:22 main:574] : INFO : Epoch 1759 | loss: 0.0311687 | val_loss: 0.0311793 | Time: 3127.5 ms [2022-04-10 13:31:25 main:574] : INFO : Epoch 1760 | loss: 0.0311706 | val_loss: 0.0311766 | Time: 3124 ms [2022-04-10 13:31:29 main:574] : INFO : Epoch 1761 | loss: 0.0311686 | val_loss: 0.0311808 | Time: 3118.34 ms [2022-04-10 13:31:32 main:574] : INFO : Epoch 1762 | loss: 0.0311698 | val_loss: 0.0311778 | Time: 3140.61 ms [2022-04-10 13:31:35 main:574] : INFO : Epoch 1763 | loss: 0.0311701 | val_loss: 0.031178 | Time: 3133.17 ms [2022-04-10 13:31:38 main:574] : INFO : Epoch 1764 | loss: 0.0311695 | val_loss: 0.0311771 | Time: 3120.71 ms [2022-04-10 13:31:41 main:574] : INFO : Epoch 1765 | loss: 0.0311702 | val_loss: 0.0311785 | Time: 3125.95 ms [2022-04-10 13:31:44 main:574] : INFO : Epoch 1766 | loss: 0.0311703 | val_loss: 0.0311801 | Time: 3124.68 ms [2022-04-10 13:31:47 main:574] : INFO : Epoch 1767 | loss: 0.0311703 | val_loss: 0.0311775 | Time: 3133.54 ms [2022-04-10 13:31:51 main:574] : INFO : Epoch 1768 | loss: 0.0311687 | val_loss: 0.0311811 | Time: 3143.54 ms [2022-04-10 13:31:54 main:574] : INFO : Epoch 1769 | loss: 0.0311698 | val_loss: 0.0311788 | Time: 3122.2 ms [2022-04-10 13:31:57 main:574] : INFO : Epoch 1770 | loss: 0.0311694 | val_loss: 0.0311813 | Time: 3132.51 ms [2022-04-10 13:32:00 main:574] : INFO : Epoch 1771 | loss: 0.0311707 | val_loss: 0.0311789 | Time: 3131.37 ms [2022-04-10 13:32:03 main:574] : INFO : Epoch 1772 | loss: 0.0311677 | val_loss: 0.0311796 | Time: 3135.33 ms [2022-04-10 13:32:06 main:574] : INFO : Epoch 1773 | loss: 0.0311671 | val_loss: 0.0311809 | Time: 3126.39 ms [2022-04-10 13:32:09 main:574] : INFO : Epoch 1774 | loss: 0.0311688 | val_loss: 0.0311805 | Time: 3122.68 ms [2022-04-10 13:32:12 main:574] : INFO : Epoch 1775 | loss: 0.0311763 | val_loss: 0.0311805 | Time: 3137.19 ms [2022-04-10 13:32:16 main:574] : INFO : Epoch 1776 | loss: 0.0311783 | val_loss: 0.0311824 | Time: 3144.37 ms [2022-04-10 13:32:19 main:574] : INFO : Epoch 1777 | loss: 0.0311776 | val_loss: 0.0311809 | Time: 3129.46 ms [2022-04-10 13:32:22 main:574] : INFO : Epoch 1778 | loss: 0.0311758 | val_loss: 0.0311815 | Time: 3139.23 ms [2022-04-10 13:32:25 main:574] : INFO : Epoch 1779 | loss: 0.0311741 | val_loss: 0.0311794 | Time: 3144.53 ms [2022-04-10 13:32:28 main:574] : INFO : Epoch 1780 | loss: 0.031174 | val_loss: 0.0311788 | Time: 3132.53 ms [2022-04-10 13:32:31 main:574] : INFO : Epoch 1781 | loss: 0.0311716 | val_loss: 0.0311776 | Time: 3134.34 ms [2022-04-10 13:32:34 main:574] : INFO : Epoch 1782 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 3140.59 ms [2022-04-10 13:32:38 main:574] : INFO : Epoch 1783 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 3139.31 ms [2022-04-10 13:32:41 main:574] : INFO : Epoch 1784 | loss: 0.0311709 | val_loss: 0.0311775 | Time: 3139.27 ms [2022-04-10 13:32:44 main:574] : INFO : Epoch 1785 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 3122.63 ms [2022-04-10 13:32:47 main:574] : INFO : Epoch 1786 | loss: 0.0311697 | val_loss: 0.0311792 | Time: 3136.92 ms [2022-04-10 13:32:50 main:574] : INFO : Epoch 1787 | loss: 0.0311714 | val_loss: 0.0311795 | Time: 3141.66 ms [2022-04-10 13:32:53 main:574] : INFO : Epoch 1788 | loss: 0.0311892 | val_loss: 0.0312079 | Time: 3128.7 ms [2022-04-10 13:32:56 main:574] : INFO : Epoch 1789 | loss: 0.031219 | val_loss: 0.0312212 | Time: 3103.74 ms [2022-04-10 13:33:00 main:574] : INFO : Epoch 1790 | loss: 0.03122 | val_loss: 0.0312084 | Time: 3115.61 ms [2022-04-10 13:33:03 main:574] : INFO : Epoch 1791 | loss: 0.0312075 | val_loss: 0.0311989 | Time: 3151.49 ms [2022-04-10 13:33:06 main:574] : INFO : Epoch 1792 | loss: 0.031204 | val_loss: 0.0312091 | Time: 3133.32 ms [2022-04-10 13:33:09 main:574] : INFO : Epoch 1793 | loss: 0.0312124 | val_loss: 0.0312119 | Time: 3131.09 ms [2022-04-10 13:33:12 main:574] : INFO : Epoch 1794 | loss: 0.0312084 | val_loss: 0.0312033 | Time: 3126.64 ms [2022-04-10 13:33:15 main:574] : INFO : Epoch 1795 | loss: 0.0312049 | val_loss: 0.0312008 | Time: 3135.62 ms [2022-04-10 13:33:18 main:574] : INFO : Epoch 1796 | loss: 0.0312048 | val_loss: 0.0312017 | Time: 3146.98 ms [2022-04-10 13:33:22 main:574] : INFO : Epoch 1797 | loss: 0.0312054 | val_loss: 0.031199 | Time: 3136.08 ms [2022-04-10 13:33:25 main:574] : INFO : Epoch 1798 | loss: 0.0312022 | val_loss: 0.031195 | Time: 3130.63 ms [2022-04-10 13:33:28 main:574] : INFO : Epoch 1799 | loss: 0.0311969 | val_loss: 0.0311936 | Time: 3136.18 ms [2022-04-10 13:33:31 main:574] : INFO : Epoch 1800 | loss: 0.0311968 | val_loss: 0.0311931 | Time: 3136.59 ms [2022-04-10 13:33:34 main:574] : INFO : Epoch 1801 | loss: 0.031196 | val_loss: 0.0311942 | Time: 3118.45 ms [2022-04-10 13:33:37 main:574] : INFO : Epoch 1802 | loss: 0.0311951 | val_loss: 0.0311928 | Time: 3130.9 ms [2022-04-10 13:33:40 main:574] : INFO : Epoch 1803 | loss: 0.0311937 | val_loss: 0.0311923 | Time: 3121.62 ms [2022-04-10 13:33:44 main:574] : INFO : Epoch 1804 | loss: 0.0311935 | val_loss: 0.0311919 | Time: 3150.46 ms [2022-04-10 13:33:47 main:574] : INFO : Epoch 1805 | loss: 0.0311915 | val_loss: 0.0311899 | Time: 3131.21 ms [2022-04-10 13:33:50 main:574] : INFO : Epoch 1806 | loss: 0.0311911 | val_loss: 0.03119 | Time: 3153.38 ms [2022-04-10 13:33:53 main:574] : INFO : Epoch 1807 | loss: 0.0311912 | val_loss: 0.0311928 | Time: 3133 ms [2022-04-10 13:33:56 main:574] : INFO : Epoch 1808 | loss: 0.0311912 | val_loss: 0.0311906 | Time: 3123.69 ms [2022-04-10 13:33:59 main:574] : INFO : Epoch 1809 | loss: 0.0311906 | val_loss: 0.0311899 | Time: 3154.58 ms [2022-04-10 13:34:02 main:574] : INFO : Epoch 1810 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 3136.9 ms [2022-04-10 13:34:06 main:574] : INFO : Epoch 1811 | loss: 0.03119 | val_loss: 0.0311906 | Time: 3138.87 ms [2022-04-10 13:34:09 main:574] : INFO : Epoch 1812 | loss: 0.0311907 | val_loss: 0.0311906 | Time: 3129.44 ms [2022-04-10 13:34:12 main:574] : INFO : Epoch 1813 | loss: 0.0311918 | val_loss: 0.0311933 | Time: 3112.59 ms [2022-04-10 13:34:15 main:574] : INFO : Epoch 1814 | loss: 0.0311906 | val_loss: 0.0311924 | Time: 3119.13 ms [2022-04-10 13:34:18 main:574] : INFO : Epoch 1815 | loss: 0.0311902 | val_loss: 0.0311917 | Time: 3130.21 ms [2022-04-10 13:34:21 main:574] : INFO : Epoch 1816 | loss: 0.0311897 | val_loss: 0.0311892 | Time: 3142.79 ms [2022-04-10 13:34:24 main:574] : INFO : Epoch 1817 | loss: 0.0311883 | val_loss: 0.0311889 | Time: 3130.97 ms [2022-04-10 13:34:27 main:574] : INFO : Epoch 1818 | loss: 0.0311912 | val_loss: 0.0311898 | Time: 3139.76 ms [2022-04-10 13:34:31 main:574] : INFO : Epoch 1819 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 3146.48 ms [2022-04-10 13:34:34 main:574] : INFO : Epoch 1820 | loss: 0.0311958 | val_loss: 0.0311971 | Time: 3121.17 ms [2022-04-10 13:34:37 main:574] : INFO : Epoch 1821 | loss: 0.0311975 | val_loss: 0.0311972 | Time: 3144.02 ms [2022-04-10 13:34:40 main:574] : INFO : Epoch 1822 | loss: 0.0311935 | val_loss: 0.0311915 | Time: 3129.29 ms [2022-04-10 13:34:43 main:574] : INFO : Epoch 1823 | loss: 0.0311916 | val_loss: 0.0311918 | Time: 3127.61 ms [2022-04-10 13:34:46 main:574] : INFO : Epoch 1824 | loss: 0.0311922 | val_loss: 0.031193 | Time: 3139.07 ms [2022-04-10 13:34:49 main:574] : INFO : Epoch 1825 | loss: 0.0311926 | val_loss: 0.0311931 | Time: 3124.76 ms [2022-04-10 13:34:53 main:574] : INFO : Epoch 1826 | loss: 0.0311958 | val_loss: 0.0311939 | Time: 3128.22 ms [2022-04-10 13:34:56 main:574] : INFO : Epoch 1827 | loss: 0.0312007 | val_loss: 0.0311943 | Time: 3138.09 ms [2022-04-10 13:34:59 main:574] : INFO : Epoch 1828 | loss: 0.0311998 | val_loss: 0.031193 | Time: 3133.95 ms [2022-04-10 13:35:02 main:574] : INFO : Epoch 1829 | loss: 0.0311981 | val_loss: 0.0311946 | Time: 3115.96 ms [2022-04-10 13:35:05 main:574] : INFO : Epoch 1830 | loss: 0.0311989 | val_loss: 0.0311919 | Time: 3128.99 ms [2022-04-10 13:35:08 main:574] : INFO : Epoch 1831 | loss: 0.0311973 | val_loss: 0.0311914 | Time: 3143.54 ms [2022-04-10 13:35:11 main:574] : INFO : Epoch 1832 | loss: 0.0311963 | val_loss: 0.0311907 | Time: 3142.46 ms [2022-04-10 13:35:15 main:574] : INFO : Epoch 1833 | loss: 0.0311954 | val_loss: 0.0311901 | Time: 3144.04 ms [2022-04-10 13:35:18 main:574] : INFO : Epoch 1834 | loss: 0.0311955 | val_loss: 0.0311897 | Time: 3136.39 ms [2022-04-10 13:35:21 main:574] : INFO : Epoch 1835 | loss: 0.0311942 | val_loss: 0.0311893 | Time: 3140.88 ms [2022-04-10 13:35:24 main:574] : INFO : Epoch 1836 | loss: 0.0311936 | val_loss: 0.0311886 | Time: 3135.93 ms [2022-04-10 13:35:27 main:574] : INFO : Epoch 1837 | loss: 0.0311934 | val_loss: 0.0311883 | Time: 3119.68 ms [2022-04-10 13:35:30 main:574] : INFO : Epoch 1838 | loss: 0.0311932 | val_loss: 0.0311908 | Time: 3127.96 ms [2022-04-10 13:35:33 main:574] : INFO : Epoch 1839 | loss: 0.0311962 | val_loss: 0.0311908 | Time: 3147.44 ms [2022-04-10 13:35:37 main:574] : INFO : Epoch 1840 | loss: 0.0311925 | val_loss: 0.031188 | Time: 3129.17 ms [2022-04-10 13:35:40 main:574] : INFO : Epoch 1841 | loss: 0.0311906 | val_loss: 0.031188 | Time: 3130.81 ms [2022-04-10 13:35:43 main:574] : INFO : Epoch 1842 | loss: 0.0311903 | val_loss: 0.03119 | Time: 3127.6 ms [2022-04-10 13:35:46 main:574] : INFO : Epoch 1843 | loss: 0.0311882 | val_loss: 0.0311866 | Time: 3114.06 ms [2022-04-10 13:35:49 main:574] : INFO : Epoch 1844 | loss: 0.0311876 | val_loss: 0.0311858 | Time: 3141.39 ms [2022-04-10 13:35:52 main:574] : INFO : Epoch 1845 | loss: 0.0311866 | val_loss: 0.0311859 | Time: 3145.35 ms [2022-04-10 13:35:55 main:574] : INFO : Epoch 1846 | loss: 0.0311867 | val_loss: 0.0311846 | Time: 3117.77 ms [2022-04-10 13:35:59 main:574] : INFO : Epoch 1847 | loss: 0.0311862 | val_loss: 0.0311848 | Time: 3127.28 ms [2022-04-10 13:36:02 main:574] : INFO : Epoch 1848 | loss: 0.0311872 | val_loss: 0.0311849 | Time: 3132.63 ms [2022-04-10 13:36:05 main:574] : INFO : Epoch 1849 | loss: 0.0311875 | val_loss: 0.0311855 | Time: 3122.14 ms [2022-04-10 13:36:08 main:574] : INFO : Epoch 1850 | loss: 0.031187 | val_loss: 0.0311848 | Time: 3142.51 ms [2022-04-10 13:36:11 main:574] : INFO : Epoch 1851 | loss: 0.0311869 | val_loss: 0.0311853 | Time: 3136.58 ms [2022-04-10 13:36:14 main:574] : INFO : Epoch 1852 | loss: 0.0311879 | val_loss: 0.031189 | Time: 3142.9 ms [2022-04-10 13:36:17 main:574] : INFO : Epoch 1853 | loss: 0.0311865 | val_loss: 0.0311845 | Time: 3131.74 ms [2022-04-10 13:36:21 main:574] : INFO : Epoch 1854 | loss: 0.0311846 | val_loss: 0.031184 | Time: 3137.52 ms [2022-04-10 13:36:24 main:574] : INFO : Epoch 1855 | loss: 0.0311848 | val_loss: 0.0311871 | Time: 3119.36 ms [2022-04-10 13:36:27 main:574] : INFO : Epoch 1856 | loss: 0.0311847 | val_loss: 0.0311851 | Time: 3161.16 ms [2022-04-10 13:36:30 main:574] : INFO : Epoch 1857 | loss: 0.031185 | val_loss: 0.0311852 | Time: 3114.6 ms [2022-04-10 13:36:33 main:574] : INFO : Epoch 1858 | loss: 0.0311852 | val_loss: 0.0311854 | Time: 3114.88 ms [2022-04-10 13:36:36 main:574] : INFO : Epoch 1859 | loss: 0.031185 | val_loss: 0.0311839 | Time: 3144.86 ms [2022-04-10 13:36:39 main:574] : INFO : Epoch 1860 | loss: 0.0311855 | val_loss: 0.0311858 | Time: 3136.41 ms [2022-04-10 13:36:42 main:574] : INFO : Epoch 1861 | loss: 0.031186 | val_loss: 0.0311845 | Time: 3129.74 ms [2022-04-10 13:36:46 main:574] : INFO : Epoch 1862 | loss: 0.0311844 | val_loss: 0.031187 | Time: 3139.96 ms [2022-04-10 13:36:49 main:574] : INFO : Epoch 1863 | loss: 0.0311842 | val_loss: 0.0311836 | Time: 3132.64 ms [2022-04-10 13:36:52 main:574] : INFO : Epoch 1864 | loss: 0.0311841 | val_loss: 0.0311829 | Time: 3134.58 ms [2022-04-10 13:36:55 main:574] : INFO : Epoch 1865 | loss: 0.0311868 | val_loss: 0.0311845 | Time: 3138.87 ms [2022-04-10 13:36:58 main:574] : INFO : Epoch 1866 | loss: 0.0311855 | val_loss: 0.0311857 | Time: 3130.85 ms [2022-04-10 13:37:01 main:574] : INFO : Epoch 1867 | loss: 0.0311855 | val_loss: 0.0311851 | Time: 3148.29 ms [2022-04-10 13:37:05 main:574] : INFO : Epoch 1868 | loss: 0.0311856 | val_loss: 0.0311857 | Time: 3163.69 ms [2022-04-10 13:37:08 main:574] : INFO : Epoch 1869 | loss: 0.0311841 | val_loss: 0.0311908 | Time: 3135.1 ms [2022-04-10 13:37:11 main:574] : INFO : Epoch 1870 | loss: 0.0311883 | val_loss: 0.0311821 | Time: 3116.13 ms [2022-04-10 13:37:14 main:574] : INFO : Epoch 1871 | loss: 0.0311881 | val_loss: 0.0311826 | Time: 3131.17 ms [2022-04-10 13:37:17 main:574] : INFO : Epoch 1872 | loss: 0.0311838 | val_loss: 0.0311826 | Time: 3132.17 ms [2022-04-10 13:37:20 main:574] : INFO : Epoch 1873 | loss: 0.0311832 | val_loss: 0.0311824 | Time: 3151.64 ms [2022-04-10 13:37:23 main:574] : INFO : Epoch 1874 | loss: 0.0311831 | val_loss: 0.031183 | Time: 3135.14 ms [2022-04-10 13:37:26 main:574] : INFO : Epoch 1875 | loss: 0.0311835 | val_loss: 0.0311826 | Time: 3134.7 ms [2022-04-10 13:37:30 main:574] : INFO : Epoch 1876 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 3133.2 ms [2022-04-10 13:37:33 main:574] : INFO : Epoch 1877 | loss: 0.0311839 | val_loss: 0.0311827 | Time: 3118.24 ms [2022-04-10 13:37:36 main:574] : INFO : Epoch 1878 | loss: 0.0311837 | val_loss: 0.0311838 | Time: 3106.36 ms [2022-04-10 13:37:39 main:574] : INFO : Epoch 1879 | loss: 0.0311843 | val_loss: 0.031185 | Time: 3120.15 ms [2022-04-10 13:37:42 main:574] : INFO : Epoch 1880 | loss: 0.0311841 | val_loss: 0.0311828 | Time: 3138.74 ms [2022-04-10 13:37:45 main:574] : INFO : Epoch 1881 | loss: 0.0311844 | val_loss: 0.0311821 | Time: 3120.24 ms [2022-04-10 13:37:48 main:574] : INFO : Epoch 1882 | loss: 0.0311818 | val_loss: 0.0311815 | Time: 3139.33 ms [2022-04-10 13:37:52 main:574] : INFO : Epoch 1883 | loss: 0.0311811 | val_loss: 0.0311834 | Time: 3128.1 ms [2022-04-10 13:37:55 main:574] : INFO : Epoch 1884 | loss: 0.0311818 | val_loss: 0.0311887 | Time: 3140.27 ms [2022-04-10 13:37:58 main:574] : INFO : Epoch 1885 | loss: 0.0311835 | val_loss: 0.0311825 | Time: 3144.41 ms [2022-04-10 13:38:01 main:574] : INFO : Epoch 1886 | loss: 0.0311819 | val_loss: 0.0311837 | Time: 3147.73 ms [2022-04-10 13:38:04 main:574] : INFO : Epoch 1887 | loss: 0.0311808 | val_loss: 0.0311818 | Time: 3137.43 ms [2022-04-10 13:38:07 main:574] : INFO : Epoch 1888 | loss: 0.0311808 | val_loss: 0.03118 | Time: 3129.54 ms [2022-04-10 13:38:10 main:574] : INFO : Epoch 1889 | loss: 0.0311821 | val_loss: 0.0311843 | Time: 3126.8 ms [2022-04-10 13:38:14 main:574] : INFO : Epoch 1890 | loss: 0.0311836 | val_loss: 0.0311825 | Time: 3134.77 ms [2022-04-10 13:38:17 main:574] : INFO : Epoch 1891 | loss: 0.0311811 | val_loss: 0.0311818 | Time: 3134.64 ms [2022-04-10 13:38:20 main:574] : INFO : Epoch 1892 | loss: 0.0311806 | val_loss: 0.0311809 | Time: 3125.16 ms [2022-04-10 13:38:23 main:574] : INFO : Epoch 1893 | loss: 0.0311808 | val_loss: 0.0311798 | Time: 3126.76 ms [2022-04-10 13:38:26 main:574] : INFO : Epoch 1894 | loss: 0.0311803 | val_loss: 0.0311823 | Time: 3128.76 ms [2022-04-10 13:38:29 main:574] : INFO : Epoch 1895 | loss: 0.0311801 | val_loss: 0.031181 | Time: 3142.92 ms [2022-04-10 13:38:32 main:574] : INFO : Epoch 1896 | loss: 0.03118 | val_loss: 0.0311811 | Time: 3145.83 ms [2022-04-10 13:38:36 main:574] : INFO : Epoch 1897 | loss: 0.0311795 | val_loss: 0.0311817 | Time: 3142.22 ms [2022-04-10 13:38:39 main:574] : INFO : Epoch 1898 | loss: 0.0311809 | val_loss: 0.0311847 | Time: 3130.34 ms [2022-04-10 13:38:42 main:574] : INFO : Epoch 1899 | loss: 0.0311803 | val_loss: 0.031181 | Time: 3147.53 ms [2022-04-10 13:38:45 main:574] : INFO : Epoch 1900 | loss: 0.0311802 | val_loss: 0.0311826 | Time: 3140.04 ms [2022-04-10 13:38:48 main:574] : INFO : Epoch 1901 | loss: 0.0311797 | val_loss: 0.031181 | Time: 3128.97 ms [2022-04-10 13:38:51 main:574] : INFO : Epoch 1902 | loss: 0.031179 | val_loss: 0.031181 | Time: 3129.46 ms [2022-04-10 13:38:54 main:574] : INFO : Epoch 1903 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 3142.24 ms [2022-04-10 13:38:58 main:574] : INFO : Epoch 1904 | loss: 0.0311793 | val_loss: 0.0311807 | Time: 3148.89 ms [2022-04-10 13:39:01 main:574] : INFO : Epoch 1905 | loss: 0.0311792 | val_loss: 0.0311822 | Time: 3122.42 ms [2022-04-10 13:39:04 main:574] : INFO : Epoch 1906 | loss: 0.0311803 | val_loss: 0.0311832 | Time: 3111.31 ms [2022-04-10 13:39:07 main:574] : INFO : Epoch 1907 | loss: 0.0311807 | val_loss: 0.0311826 | Time: 3147.72 ms [2022-04-10 13:39:10 main:574] : INFO : Epoch 1908 | loss: 0.0311799 | val_loss: 0.0311891 | Time: 3137.73 ms [2022-04-10 13:39:13 main:574] : INFO : Epoch 1909 | loss: 0.0311823 | val_loss: 0.0311842 | Time: 3150.25 ms [2022-04-10 13:39:16 main:574] : INFO : Epoch 1910 | loss: 0.0311807 | val_loss: 0.0311837 | Time: 3135.19 ms [2022-04-10 13:39:20 main:574] : INFO : Epoch 1911 | loss: 0.0311791 | val_loss: 0.0311815 | Time: 3133.46 ms [2022-04-10 13:39:23 main:574] : INFO : Epoch 1912 | loss: 0.0311793 | val_loss: 0.0311829 | Time: 3155.94 ms [2022-04-10 13:39:26 main:574] : INFO : Epoch 1913 | loss: 0.0311788 | val_loss: 0.0311834 | Time: 3138.48 ms [2022-04-10 13:39:29 main:574] : INFO : Epoch 1914 | loss: 0.0311789 | val_loss: 0.031181 | Time: 3117.18 ms [2022-04-10 13:39:32 main:574] : INFO : Epoch 1915 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 3135.74 ms [2022-04-10 13:39:35 main:574] : INFO : Epoch 1916 | loss: 0.0311786 | val_loss: 0.031181 | Time: 3144.7 ms [2022-04-10 13:39:38 main:574] : INFO : Epoch 1917 | loss: 0.031178 | val_loss: 0.0311814 | Time: 3124.54 ms [2022-04-10 13:39:42 main:574] : INFO : Epoch 1918 | loss: 0.0311781 | val_loss: 0.0311819 | Time: 3120.51 ms [2022-04-10 13:39:45 main:574] : INFO : Epoch 1919 | loss: 0.0311785 | val_loss: 0.0311816 | Time: 3114.48 ms [2022-04-10 13:39:48 main:574] : INFO : Epoch 1920 | loss: 0.0311776 | val_loss: 0.0311824 | Time: 3140.85 ms [2022-04-10 13:39:51 main:574] : INFO : Epoch 1921 | loss: 0.0311783 | val_loss: 0.0311813 | Time: 3135.52 ms [2022-04-10 13:39:54 main:574] : INFO : Epoch 1922 | loss: 0.0311771 | val_loss: 0.0311812 | Time: 3128.8 ms [2022-04-10 13:39:57 main:574] : INFO : Epoch 1923 | loss: 0.0311777 | val_loss: 0.0311831 | Time: 3138.47 ms [2022-04-10 13:40:00 main:574] : INFO : Epoch 1924 | loss: 0.0311776 | val_loss: 0.0311818 | Time: 3136.54 ms [2022-04-10 13:40:04 main:574] : INFO : Epoch 1925 | loss: 0.0311777 | val_loss: 0.0311827 | Time: 3139.37 ms [2022-04-10 13:40:07 main:574] : INFO : Epoch 1926 | loss: 0.0311786 | val_loss: 0.031181 | Time: 3128.12 ms [2022-04-10 13:40:10 main:574] : INFO : Epoch 1927 | loss: 0.0311792 | val_loss: 0.0311841 | Time: 3140.62 ms [2022-04-10 13:40:13 main:574] : INFO : Epoch 1928 | loss: 0.0311823 | val_loss: 0.0311818 | Time: 3131.3 ms [2022-04-10 13:40:16 main:574] : INFO : Epoch 1929 | loss: 0.0311781 | val_loss: 0.0311814 | Time: 3128.67 ms [2022-04-10 13:40:19 main:574] : INFO : Epoch 1930 | loss: 0.0311786 | val_loss: 0.0311823 | Time: 3150.64 ms [2022-04-10 13:40:22 main:574] : INFO : Epoch 1931 | loss: 0.0311771 | val_loss: 0.0311851 | Time: 3136.28 ms [2022-04-10 13:40:26 main:574] : INFO : Epoch 1932 | loss: 0.0311778 | val_loss: 0.0311809 | Time: 3131.59 ms [2022-04-10 13:40:29 main:574] : INFO : Epoch 1933 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 3124.17 ms [2022-04-10 13:40:32 main:574] : INFO : Epoch 1934 | loss: 0.0311769 | val_loss: 0.0311824 | Time: 3125.9 ms [2022-04-10 13:40:35 main:574] : INFO : Epoch 1935 | loss: 0.0311782 | val_loss: 0.0311845 | Time: 3138.62 ms [2022-04-10 13:40:38 main:574] : INFO : Epoch 1936 | loss: 0.0311776 | val_loss: 0.0311819 | Time: 3134.5 ms [2022-04-10 13:40:41 main:574] : INFO : Epoch 1937 | loss: 0.0311775 | val_loss: 0.0311817 | Time: 3127.38 ms [2022-04-10 13:40:44 main:574] : INFO : Epoch 1938 | loss: 0.031176 | val_loss: 0.031182 | Time: 3131.55 ms [2022-04-10 13:40:47 main:574] : INFO : Epoch 1939 | loss: 0.0311764 | val_loss: 0.0311806 | Time: 3149.82 ms [2022-04-10 13:40:51 main:574] : INFO : Epoch 1940 | loss: 0.0311769 | val_loss: 0.0311807 | Time: 3147.93 ms [2022-04-10 13:40:54 main:574] : INFO : Epoch 1941 | loss: 0.0311763 | val_loss: 0.0311813 | Time: 3135.59 ms [2022-04-10 13:40:57 main:574] : INFO : Epoch 1942 | loss: 0.0311775 | val_loss: 0.0311805 | Time: 3136.39 ms [2022-04-10 13:41:00 main:574] : INFO : Epoch 1943 | loss: 0.0311766 | val_loss: 0.0311816 | Time: 3135.97 ms [2022-04-10 13:41:03 main:574] : INFO : Epoch 1944 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 3150.61 ms [2022-04-10 13:41:06 main:574] : INFO : Epoch 1945 | loss: 0.0311767 | val_loss: 0.0311802 | Time: 3143.06 ms [2022-04-10 13:41:09 main:574] : INFO : Epoch 1946 | loss: 0.0311756 | val_loss: 0.0311825 | Time: 3118.07 ms [2022-04-10 13:41:13 main:574] : INFO : Epoch 1947 | loss: 0.0311762 | val_loss: 0.0311805 | Time: 3156.02 ms [2022-04-10 13:41:16 main:574] : INFO : Epoch 1948 | loss: 0.0311755 | val_loss: 0.0311812 | Time: 3154.18 ms [2022-04-10 13:41:19 main:574] : INFO : Epoch 1949 | loss: 0.0311753 | val_loss: 0.0311804 | Time: 3133.17 ms [2022-04-10 13:41:22 main:574] : INFO : Epoch 1950 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 3126.42 ms [2022-04-10 13:41:25 main:574] : INFO : Epoch 1951 | loss: 0.0311756 | val_loss: 0.0311805 | Time: 3149.53 ms [2022-04-10 13:41:28 main:574] : INFO : Epoch 1952 | loss: 0.0311759 | val_loss: 0.0311811 | Time: 3141.68 ms [2022-04-10 13:41:32 main:574] : INFO : Epoch 1953 | loss: 0.0311751 | val_loss: 0.0311803 | Time: 3120.35 ms [2022-04-10 13:41:35 main:574] : INFO : Epoch 1954 | loss: 0.0311752 | val_loss: 0.0311832 | Time: 3136.36 ms [2022-04-10 13:41:38 main:574] : INFO : Epoch 1955 | loss: 0.0311771 | val_loss: 0.0311834 | Time: 3134.63 ms [2022-04-10 13:41:41 main:574] : INFO : Epoch 1956 | loss: 0.031176 | val_loss: 0.0311846 | Time: 3139.3 ms [2022-04-10 13:41:44 main:574] : INFO : Epoch 1957 | loss: 0.0311769 | val_loss: 0.0311822 | Time: 3139.36 ms [2022-04-10 13:41:47 main:574] : INFO : Epoch 1958 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 3141.59 ms [2022-04-10 13:41:50 main:574] : INFO : Epoch 1959 | loss: 0.031177 | val_loss: 0.0311816 | Time: 3139.33 ms [2022-04-10 13:41:54 main:574] : INFO : Epoch 1960 | loss: 0.0311751 | val_loss: 0.0311812 | Time: 3132.76 ms [2022-04-10 13:41:57 main:574] : INFO : Epoch 1961 | loss: 0.0311757 | val_loss: 0.0311845 | Time: 3136.73 ms [2022-04-10 13:42:00 main:574] : INFO : Epoch 1962 | loss: 0.0311769 | val_loss: 0.0311812 | Time: 3124.64 ms [2022-04-10 13:42:03 main:574] : INFO : Epoch 1963 | loss: 0.0311747 | val_loss: 0.0311819 | Time: 3136.43 ms [2022-04-10 13:42:06 main:574] : INFO : Epoch 1964 | loss: 0.0311747 | val_loss: 0.0311809 | Time: 3131.49 ms [2022-04-10 13:42:09 main:574] : INFO : Epoch 1965 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 3121.84 ms [2022-04-10 13:42:12 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311804 | Time: 3137.88 ms [2022-04-10 13:42:16 main:574] : INFO : Epoch 1967 | loss: 0.0311733 | val_loss: 0.0311801 | Time: 3137.09 ms [2022-04-10 13:42:19 main:574] : INFO : Epoch 1968 | loss: 0.031176 | val_loss: 0.0311824 | Time: 3139.4 ms [2022-04-10 13:42:22 main:574] : INFO : Epoch 1969 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 3120.53 ms [2022-04-10 13:42:25 main:574] : INFO : Epoch 1970 | loss: 0.0311751 | val_loss: 0.031181 | Time: 3139.86 ms [2022-04-10 13:42:28 main:574] : INFO : Epoch 1971 | loss: 0.0311735 | val_loss: 0.0311804 | Time: 3124.31 ms [2022-04-10 13:42:31 main:574] : INFO : Epoch 1972 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 3129.2 ms [2022-04-10 13:42:34 main:574] : INFO : Epoch 1973 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 3124.66 ms [2022-04-10 13:42:37 main:574] : INFO : Epoch 1974 | loss: 0.0311746 | val_loss: 0.0311815 | Time: 3127.16 ms [2022-04-10 13:42:41 main:574] : INFO : Epoch 1975 | loss: 0.0311763 | val_loss: 0.031181 | Time: 3134.8 ms [2022-04-10 13:42:44 main:574] : INFO : Epoch 1976 | loss: 0.0311762 | val_loss: 0.0311808 | Time: 3114.2 ms [2022-04-10 13:42:47 main:574] : INFO : Epoch 1977 | loss: 0.031175 | val_loss: 0.031181 | Time: 3129.12 ms [2022-04-10 13:42:50 main:574] : INFO : Epoch 1978 | loss: 0.0311748 | val_loss: 0.03118 | Time: 3149.56 ms [2022-04-10 13:42:53 main:574] : INFO : Epoch 1979 | loss: 0.031175 | val_loss: 0.0311828 | Time: 3132.81 ms [2022-04-10 13:42:56 main:574] : INFO : Epoch 1980 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 3151.43 ms [2022-04-10 13:42:59 main:574] : INFO : Epoch 1981 | loss: 0.0311742 | val_loss: 0.0311812 | Time: 3125.36 ms [2022-04-10 13:43:03 main:574] : INFO : Epoch 1982 | loss: 0.0311738 | val_loss: 0.0311817 | Time: 3118.45 ms [2022-04-10 13:43:06 main:574] : INFO : Epoch 1983 | loss: 0.0311753 | val_loss: 0.0311802 | Time: 3144.11 ms [2022-04-10 13:43:09 main:574] : INFO : Epoch 1984 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 3139 ms [2022-04-10 13:43:12 main:574] : INFO : Epoch 1985 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 3124.21 ms [2022-04-10 13:43:15 main:574] : INFO : Epoch 1986 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 3136.01 ms [2022-04-10 13:43:18 main:574] : INFO : Epoch 1987 | loss: 0.031177 | val_loss: 0.0311832 | Time: 3146.15 ms [2022-04-10 13:43:21 main:574] : INFO : Epoch 1988 | loss: 0.0311746 | val_loss: 0.0311804 | Time: 3135.33 ms [2022-04-10 13:43:25 main:574] : INFO : Epoch 1989 | loss: 0.0311737 | val_loss: 0.0311843 | Time: 3126.36 ms [2022-04-10 13:43:28 main:574] : INFO : Epoch 1990 | loss: 0.0311747 | val_loss: 0.0311815 | Time: 3121.68 ms [2022-04-10 13:43:31 main:574] : INFO : Epoch 1991 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 3138.9 ms [2022-04-10 13:43:34 main:574] : INFO : Epoch 1992 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 3164.86 ms [2022-04-10 13:43:37 main:574] : INFO : Epoch 1993 | loss: 0.0311738 | val_loss: 0.0311867 | Time: 3135.59 ms [2022-04-10 13:43:40 main:574] : INFO : Epoch 1994 | loss: 0.0311771 | val_loss: 0.0311886 | Time: 3125.73 ms [2022-04-10 13:43:43 main:574] : INFO : Epoch 1995 | loss: 0.0311757 | val_loss: 0.0311851 | Time: 3140.46 ms [2022-04-10 13:43:47 main:574] : INFO : Epoch 1996 | loss: 0.0311745 | val_loss: 0.0311811 | Time: 3149.5 ms [2022-04-10 13:43:50 main:574] : INFO : Epoch 1997 | loss: 0.0311729 | val_loss: 0.031183 | Time: 3152.44 ms [2022-04-10 13:43:53 main:574] : INFO : Epoch 1998 | loss: 0.0311727 | val_loss: 0.0311798 | Time: 3134.13 ms [2022-04-10 13:43:56 main:574] : INFO : Epoch 1999 | loss: 0.0311725 | val_loss: 0.0311817 | Time: 3116.76 ms [2022-04-10 13:43:59 main:574] : INFO : Epoch 2000 | loss: 0.0311734 | val_loss: 0.0311814 | Time: 3133.75 ms [2022-04-10 13:44:02 main:574] : INFO : Epoch 2001 | loss: 0.031172 | val_loss: 0.0311809 | Time: 3130.95 ms [2022-04-10 13:44:05 main:574] : INFO : Epoch 2002 | loss: 0.031173 | val_loss: 0.0311812 | Time: 3115.4 ms [2022-04-10 13:44:09 main:574] : INFO : Epoch 2003 | loss: 0.0311728 | val_loss: 0.0311818 | Time: 3117.55 ms [2022-04-10 13:44:12 main:574] : INFO : Epoch 2004 | loss: 0.0311755 | val_loss: 0.0311897 | Time: 3130.33 ms [2022-04-10 13:44:15 main:574] : INFO : Epoch 2005 | loss: 0.0311796 | val_loss: 0.0311933 | Time: 3162.61 ms [2022-04-10 13:44:18 main:574] : INFO : Epoch 2006 | loss: 0.0311787 | val_loss: 0.0311806 | Time: 3136.64 ms [2022-04-10 13:44:21 main:574] : INFO : Epoch 2007 | loss: 0.031175 | val_loss: 0.03118 | Time: 3137.09 ms [2022-04-10 13:44:24 main:574] : INFO : Epoch 2008 | loss: 0.0311727 | val_loss: 0.0311808 | Time: 3137.16 ms [2022-04-10 13:44:27 main:574] : INFO : Epoch 2009 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 3145.57 ms [2022-04-10 13:44:31 main:574] : INFO : Epoch 2010 | loss: 0.0311723 | val_loss: 0.0311792 | Time: 3129.16 ms [2022-04-10 13:44:34 main:574] : INFO : Epoch 2011 | loss: 0.0311718 | val_loss: 0.0311826 | Time: 3127.01 ms [2022-04-10 13:44:37 main:574] : INFO : Epoch 2012 | loss: 0.0311726 | val_loss: 0.0311795 | Time: 3124.29 ms [2022-04-10 13:44:40 main:574] : INFO : Epoch 2013 | loss: 0.0311709 | val_loss: 0.0311812 | Time: 3113.89 ms [2022-04-10 13:44:43 main:574] : INFO : Epoch 2014 | loss: 0.0311709 | val_loss: 0.0311797 | Time: 3123.56 ms [2022-04-10 13:44:46 main:574] : INFO : Epoch 2015 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 3141.67 ms [2022-04-10 13:44:49 main:574] : INFO : Epoch 2016 | loss: 0.0311722 | val_loss: 0.0311792 | Time: 3129.06 ms [2022-04-10 13:44:52 main:574] : INFO : Epoch 2017 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 3122.42 ms [2022-04-10 13:44:56 main:574] : INFO : Epoch 2018 | loss: 0.0311704 | val_loss: 0.03118 | Time: 3123.93 ms [2022-04-10 13:44:59 main:574] : INFO : Epoch 2019 | loss: 0.0311715 | val_loss: 0.031179 | Time: 3142.93 ms [2022-04-10 13:45:02 main:574] : INFO : Epoch 2020 | loss: 0.0311704 | val_loss: 0.0311811 | Time: 3150.51 ms [2022-04-10 13:45:05 main:574] : INFO : Epoch 2021 | loss: 0.0311709 | val_loss: 0.0311794 | Time: 3129.08 ms [2022-04-10 13:45:08 main:574] : INFO : Epoch 2022 | loss: 0.0311711 | val_loss: 0.0311815 | Time: 3106.37 ms [2022-04-10 13:45:11 main:574] : INFO : Epoch 2023 | loss: 0.0311725 | val_loss: 0.0311798 | Time: 3147.83 ms [2022-04-10 13:45:14 main:574] : INFO : Epoch 2024 | loss: 0.0311705 | val_loss: 0.0311783 | Time: 3127.26 ms [2022-04-10 13:45:18 main:574] : INFO : Epoch 2025 | loss: 0.0311699 | val_loss: 0.0311807 | Time: 3109.62 ms [2022-04-10 13:45:21 main:574] : INFO : Epoch 2026 | loss: 0.0311701 | val_loss: 0.0311789 | Time: 3127.92 ms [2022-04-10 13:45:24 main:574] : INFO : Epoch 2027 | loss: 0.0311703 | val_loss: 0.031179 | Time: 3155.52 ms [2022-04-10 13:45:27 main:574] : INFO : Epoch 2028 | loss: 0.0311691 | val_loss: 0.0311795 | Time: 3159.03 ms [2022-04-10 13:45:30 main:574] : INFO : Epoch 2029 | loss: 0.0311709 | val_loss: 0.0311788 | Time: 3125.74 ms [2022-04-10 13:45:33 main:574] : INFO : Epoch 2030 | loss: 0.0311705 | val_loss: 0.0311794 | Time: 3118.65 ms [2022-04-10 13:45:36 main:574] : INFO : Epoch 2031 | loss: 0.0311696 | val_loss: 0.0311809 | Time: 3142.04 ms [2022-04-10 13:45:40 main:574] : INFO : Epoch 2032 | loss: 0.0311709 | val_loss: 0.0311785 | Time: 3148.39 ms [2022-04-10 13:45:43 main:574] : INFO : Epoch 2033 | loss: 0.0311718 | val_loss: 0.031178 | Time: 3118.59 ms [2022-04-10 13:45:46 main:574] : INFO : Epoch 2034 | loss: 0.0311706 | val_loss: 0.0311785 | Time: 3144.13 ms [2022-04-10 13:45:49 main:574] : INFO : Epoch 2035 | loss: 0.0311714 | val_loss: 0.031178 | Time: 3145.46 ms [2022-04-10 13:45:52 main:574] : INFO : Epoch 2036 | loss: 0.0311704 | val_loss: 0.0311785 | Time: 3157.37 ms [2022-04-10 13:45:55 main:574] : INFO : Epoch 2037 | loss: 0.0311698 | val_loss: 0.03118 | Time: 3146.02 ms [2022-04-10 13:45:58 main:574] : INFO : Epoch 2038 | loss: 0.0311695 | val_loss: 0.0311782 | Time: 3117.68 ms [2022-04-10 13:46:02 main:574] : INFO : Epoch 2039 | loss: 0.031171 | val_loss: 0.031179 | Time: 3114.82 ms [2022-04-10 13:46:05 main:574] : INFO : Epoch 2040 | loss: 0.0311715 | val_loss: 0.0311774 | Time: 3129.67 ms [2022-04-10 13:46:08 main:574] : INFO : Epoch 2041 | loss: 0.0311694 | val_loss: 0.0311824 | Time: 3135.49 ms [2022-04-10 13:46:11 main:574] : INFO : Epoch 2042 | loss: 0.0311717 | val_loss: 0.0311788 | Time: 3128.39 ms [2022-04-10 13:46:14 main:574] : INFO : Epoch 2043 | loss: 0.0311742 | val_loss: 0.0311898 | Time: 3136.92 ms [2022-04-10 13:46:17 main:574] : INFO : Epoch 2044 | loss: 0.0311748 | val_loss: 0.0311801 | Time: 3142.45 ms [2022-04-10 13:46:20 main:574] : INFO : Epoch 2045 | loss: 0.0311717 | val_loss: 0.0311811 | Time: 3145.66 ms [2022-04-10 13:46:24 main:574] : INFO : Epoch 2046 | loss: 0.0311706 | val_loss: 0.0311791 | Time: 3122.08 ms [2022-04-10 13:46:27 main:574] : INFO : Epoch 2047 | loss: 0.0311712 | val_loss: 0.0311809 | Time: 3127.01 ms [2022-04-10 13:46:30 main:574] : INFO : Epoch 2048 | loss: 0.0311695 | val_loss: 0.0311816 | Time: 3144.14 ms [2022-04-10 13:46:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311816 [2022-04-10 13:46:30 main:603] : INFO : Saving end state to config to file [2022-04-10 13:46:30 main:608] : INFO : Success, exiting.. 13:46:30 (20404): 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)