Task 13684473
| Name | ParityModified-1647040246-2137-2-0_0 |
| Workunit | 10775589 |
| Created | 24 Mar 2022, 0:15:04 UTC |
| Sent | 30 Mar 2022, 21:21:53 UTC |
| Report deadline | 7 Apr 2022, 21:21:53 UTC |
| Received | 7 Apr 2022, 22:38:10 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16232 |
| Run time | 4 hours 2 min 59 sec |
| CPU time | 4 hours 2 min 19 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,378.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> n:574] : INFO : Epoch 1542 | loss: 0.0311764 | val_loss: 0.0311827 | Time: 6771.75 ms [2022-04-07 16:37:36 main:574] : INFO : Epoch 1543 | loss: 0.0311763 | val_loss: 0.0311819 | Time: 6889.13 ms [2022-04-07 16:37:43 main:574] : INFO : Epoch 1544 | loss: 0.0311751 | val_loss: 0.0311802 | Time: 6786.75 ms [2022-04-07 16:37:49 main:574] : INFO : Epoch 1545 | loss: 0.0311745 | val_loss: 0.0311827 | Time: 6746.11 ms [2022-04-07 16:37:56 main:574] : INFO : Epoch 1546 | loss: 0.0311775 | val_loss: 0.031187 | Time: 6783.76 ms [2022-04-07 16:38:03 main:574] : INFO : Epoch 1547 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 6901.64 ms [2022-04-07 16:38:10 main:574] : INFO : Epoch 1548 | loss: 0.0311758 | val_loss: 0.0311828 | Time: 6950.59 ms [2022-04-07 16:38:17 main:574] : INFO : Epoch 1549 | loss: 0.031174 | val_loss: 0.0311812 | Time: 6817.11 ms [2022-04-07 16:38:24 main:574] : INFO : Epoch 1550 | loss: 0.0311743 | val_loss: 0.0311821 | Time: 6844.9 ms [2022-04-07 16:38:31 main:574] : INFO : Epoch 1551 | loss: 0.0311743 | val_loss: 0.0311805 | Time: 6784.6 ms [2022-04-07 16:38:38 main:574] : INFO : Epoch 1552 | loss: 0.031176 | val_loss: 0.0311857 | Time: 7040.17 ms [2022-04-07 16:38:45 main:574] : INFO : Epoch 1553 | loss: 0.0311744 | val_loss: 0.031184 | Time: 7039.76 ms [2022-04-07 16:38:52 main:574] : INFO : Epoch 1554 | loss: 0.0311731 | val_loss: 0.0311802 | Time: 7058.72 ms [2022-04-07 16:38:59 main:574] : INFO : Epoch 1555 | loss: 0.0311766 | val_loss: 0.031181 | Time: 6975.1 ms [2022-04-07 16:39:06 main:574] : INFO : Epoch 1556 | loss: 0.0311737 | val_loss: 0.0311809 | Time: 7010.2 ms [2022-04-07 16:39:13 main:574] : INFO : Epoch 1557 | loss: 0.0311728 | val_loss: 0.0311821 | Time: 6948.52 ms [2022-04-07 16:39:20 main:574] : INFO : Epoch 1558 | loss: 0.031174 | val_loss: 0.0311818 | Time: 7007.76 ms [2022-04-07 16:39:27 main:574] : INFO : Epoch 1559 | loss: 0.0311742 | val_loss: 0.0311839 | Time: 6970.45 ms [2022-04-07 16:39:34 main:574] : INFO : Epoch 1560 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 7030.07 ms [2022-04-07 16:39:41 main:574] : INFO : Epoch 1561 | loss: 0.0311718 | val_loss: 0.0311828 | Time: 6970.36 ms [2022-04-07 16:39:48 main:574] : INFO : Epoch 1562 | loss: 0.0311717 | val_loss: 0.0311802 | Time: 7083.61 ms [2022-04-07 16:39:55 main:574] : INFO : Epoch 1563 | loss: 0.0311712 | val_loss: 0.031181 | Time: 7091.78 ms [2022-04-07 16:40:02 main:574] : INFO : Epoch 1564 | loss: 0.0311704 | val_loss: 0.0311805 | Time: 7035.86 ms [2022-04-07 16:40:09 main:574] : INFO : Epoch 1565 | loss: 0.0311728 | val_loss: 0.0311819 | Time: 7040.48 ms [2022-04-07 16:40:16 main:574] : INFO : Epoch 1566 | loss: 0.0311716 | val_loss: 0.0311832 | Time: 7054.24 ms [2022-04-07 16:40:23 main:574] : INFO : Epoch 1567 | loss: 0.0311761 | val_loss: 0.0311843 | Time: 7082.35 ms [2022-04-07 16:40:30 main:574] : INFO : Epoch 1568 | loss: 0.0311753 | val_loss: 0.0311814 | Time: 6932.74 ms [2022-04-07 16:40:37 main:574] : INFO : Epoch 1569 | loss: 0.0311714 | val_loss: 0.0311806 | Time: 7021.49 ms [2022-04-07 16:40:44 main:574] : INFO : Epoch 1570 | loss: 0.0311737 | val_loss: 0.0311836 | Time: 7049.25 ms [2022-04-07 16:40:51 main:574] : INFO : Epoch 1571 | loss: 0.031175 | val_loss: 0.0311825 | Time: 7013.47 ms [2022-04-07 16:40:58 main:574] : INFO : Epoch 1572 | loss: 0.0311717 | val_loss: 0.0311816 | Time: 7124.76 ms [2022-04-07 16:41:05 main:574] : INFO : Epoch 1573 | loss: 0.0311707 | val_loss: 0.0311828 | Time: 6815.78 ms [2022-04-07 16:41:12 main:574] : INFO : Epoch 1574 | loss: 0.0311724 | val_loss: 0.031182 | Time: 6917.07 ms [2022-04-07 16:41:19 main:574] : INFO : Epoch 1575 | loss: 0.0311705 | val_loss: 0.0311822 | Time: 6802.78 ms [2022-04-07 16:41:26 main:574] : INFO : Epoch 1576 | loss: 0.0311741 | val_loss: 0.0311854 | Time: 7038.11 ms [2022-04-07 16:41:33 main:574] : INFO : Epoch 1577 | loss: 0.0311754 | val_loss: 0.031184 | Time: 7324.43 ms [2022-04-07 16:41:41 main:574] : INFO : Epoch 1578 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 7586.9 ms [2022-04-07 16:41:48 main:574] : INFO : Epoch 1579 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 7486.14 ms [2022-04-07 16:41:56 main:574] : INFO : Epoch 1580 | loss: 0.0311719 | val_loss: 0.0311852 | Time: 7589.25 ms [2022-04-07 16:42:04 main:574] : INFO : Epoch 1581 | loss: 0.0311752 | val_loss: 0.0311865 | Time: 7559.45 ms [2022-04-07 16:42:11 main:574] : INFO : Epoch 1582 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 7523.24 ms [2022-04-07 16:42:19 main:574] : INFO : Epoch 1583 | loss: 0.0311701 | val_loss: 0.0311834 | Time: 7505.45 ms [2022-04-07 16:42:26 main:574] : INFO : Epoch 1584 | loss: 0.031169 | val_loss: 0.0311809 | Time: 7565.41 ms [2022-04-07 16:42:34 main:574] : INFO : Epoch 1585 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 7581.77 ms [2022-04-07 16:42:41 main:574] : INFO : Epoch 1586 | loss: 0.0311694 | val_loss: 0.0311852 | Time: 7516.21 ms [2022-04-07 16:42:49 main:574] : INFO : Epoch 1587 | loss: 0.0311685 | val_loss: 0.0311805 | Time: 7492.37 ms [2022-04-07 16:42:56 main:574] : INFO : Epoch 1588 | loss: 0.0311707 | val_loss: 0.0311867 | Time: 7503.84 ms [2022-04-07 16:43:04 main:574] : INFO : Epoch 1589 | loss: 0.0311729 | val_loss: 0.0311815 | Time: 7544.54 ms [2022-04-07 16:43:11 main:574] : INFO : Epoch 1590 | loss: 0.0311687 | val_loss: 0.0311823 | Time: 7411.59 ms [2022-04-07 16:43:19 main:574] : INFO : Epoch 1591 | loss: 0.0311676 | val_loss: 0.0311856 | Time: 7530.47 ms [2022-04-07 16:43:26 main:574] : INFO : Epoch 1592 | loss: 0.0311681 | val_loss: 0.0311826 | Time: 7525.22 ms [2022-04-07 16:43:34 main:574] : INFO : Epoch 1593 | loss: 0.0311678 | val_loss: 0.0311825 | Time: 7563.83 ms [2022-04-07 16:43:42 main:574] : INFO : Epoch 1594 | loss: 0.0311682 | val_loss: 0.0311823 | Time: 7542.74 ms [2022-04-07 16:43:49 main:574] : INFO : Epoch 1595 | loss: 0.031169 | val_loss: 0.0311808 | Time: 7524.39 ms [2022-04-07 16:43:57 main:574] : INFO : Epoch 1596 | loss: 0.0311694 | val_loss: 0.0311835 | Time: 7544.27 ms [2022-04-07 16:44:04 main:574] : INFO : Epoch 1597 | loss: 0.0311686 | val_loss: 0.0311831 | Time: 7573.73 ms [2022-04-07 16:44:12 main:574] : INFO : Epoch 1598 | loss: 0.0311701 | val_loss: 0.0311853 | Time: 7589.28 ms [2022-04-07 16:44:19 main:574] : INFO : Epoch 1599 | loss: 0.0311737 | val_loss: 0.0311799 | Time: 7522.92 ms [2022-04-07 16:44:27 main:574] : INFO : Epoch 1600 | loss: 0.0311738 | val_loss: 0.0311788 | Time: 7575.27 ms [2022-04-07 16:44:35 main:574] : INFO : Epoch 1601 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 7545.5 ms [2022-04-07 16:44:42 main:574] : INFO : Epoch 1602 | loss: 0.0311702 | val_loss: 0.0311814 | Time: 7577.58 ms [2022-04-07 16:44:50 main:574] : INFO : Epoch 1603 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 7495.37 ms [2022-04-07 16:44:57 main:574] : INFO : Epoch 1604 | loss: 0.0311701 | val_loss: 0.0311819 | Time: 7560.69 ms [2022-04-07 16:45:05 main:574] : INFO : Epoch 1605 | loss: 0.0311703 | val_loss: 0.0311802 | Time: 7558.34 ms [2022-04-07 16:45:12 main:574] : INFO : Epoch 1606 | loss: 0.0311697 | val_loss: 0.0311779 | Time: 7570.05 ms [2022-04-07 16:45:20 main:574] : INFO : Epoch 1607 | loss: 0.0311703 | val_loss: 0.0311782 | Time: 7588.49 ms [2022-04-07 16:45:28 main:574] : INFO : Epoch 1608 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 7591.68 ms [2022-04-07 16:45:35 main:574] : INFO : Epoch 1609 | loss: 0.0311686 | val_loss: 0.0311833 | Time: 7498.22 ms [2022-04-07 16:45:43 main:574] : INFO : Epoch 1610 | loss: 0.0311705 | val_loss: 0.0311857 | Time: 7529.75 ms [2022-04-07 16:45:50 main:574] : INFO : Epoch 1611 | loss: 0.0311695 | val_loss: 0.0311854 | Time: 7654.1 ms [2022-04-07 16:45:58 main:574] : INFO : Epoch 1612 | loss: 0.0311706 | val_loss: 0.0311796 | Time: 7599.55 ms [2022-04-07 16:46:05 main:574] : INFO : Epoch 1613 | loss: 0.0311684 | val_loss: 0.0311816 | Time: 7521.39 ms [2022-04-07 16:46:13 main:574] : INFO : Epoch 1614 | loss: 0.0311688 | val_loss: 0.0311787 | Time: 7559.18 ms [2022-04-07 16:46:21 main:574] : INFO : Epoch 1615 | loss: 0.0311675 | val_loss: 0.0311799 | Time: 7525.02 ms [2022-04-07 16:46:28 main:574] : INFO : Epoch 1616 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 7571.91 ms [2022-04-07 16:46:36 main:574] : INFO : Epoch 1617 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 7586.74 ms [2022-04-07 16:46:43 main:574] : INFO : Epoch 1618 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 7531.35 ms [2022-04-07 16:46:51 main:574] : INFO : Epoch 1619 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 7537.52 ms [2022-04-07 16:46:58 main:574] : INFO : Epoch 1620 | loss: 0.031173 | val_loss: 0.0311785 | Time: 7527.35 ms [2022-04-07 16:47:06 main:574] : INFO : Epoch 1621 | loss: 0.0311708 | val_loss: 0.0311765 | Time: 7553.41 ms [2022-04-07 16:47:13 main:574] : INFO : Epoch 1622 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 7558.63 ms [2022-04-07 16:47:21 main:574] : INFO : Epoch 1623 | loss: 0.0311723 | val_loss: 0.0311765 | Time: 7478.42 ms [2022-04-07 16:47:28 main:574] : INFO : Epoch 1624 | loss: 0.0311712 | val_loss: 0.0311779 | Time: 7493.34 ms [2022-04-07 16:47:36 main:574] : INFO : Epoch 1625 | loss: 0.0311701 | val_loss: 0.0311778 | Time: 7539.39 ms [2022-04-07 16:47:44 main:574] : INFO : Epoch 1626 | loss: 0.0311736 | val_loss: 0.0311837 | Time: 7488.74 ms [2022-04-07 16:47:51 main:574] : INFO : Epoch 1627 | loss: 0.0311766 | val_loss: 0.0311849 | Time: 7448.66 ms [2022-04-07 16:47:59 main:574] : INFO : Epoch 1628 | loss: 0.0311747 | val_loss: 0.0311812 | Time: 7541.75 ms [2022-04-07 16:48:06 main:574] : INFO : Epoch 1629 | loss: 0.0311719 | val_loss: 0.0311783 | Time: 7564.15 ms [2022-04-07 16:48:14 main:574] : INFO : Epoch 1630 | loss: 0.031172 | val_loss: 0.0311786 | Time: 7632.32 ms [2022-04-07 16:48:21 main:574] : INFO : Epoch 1631 | loss: 0.0311801 | val_loss: 0.0311945 | Time: 7576.33 ms [2022-04-07 16:48:29 main:574] : INFO : Epoch 1632 | loss: 0.0368198 | val_loss: 0.0567846 | Time: 7423.64 ms [2022-04-07 16:48:36 main:574] : INFO : Epoch 1633 | loss: 0.0367072 | val_loss: 0.0324354 | Time: 7533.88 ms [2022-04-07 16:48:44 main:574] : INFO : Epoch 1634 | loss: 0.0324019 | val_loss: 0.0316467 | Time: 7468.1 ms [2022-04-07 16:48:51 main:574] : INFO : Epoch 1635 | loss: 0.0313421 | val_loss: 0.031247 | Time: 7547.76 ms [2022-04-07 16:48:59 main:574] : INFO : Epoch 1636 | loss: 0.0312308 | val_loss: 0.031215 | Time: 7596.35 ms [2022-04-07 16:49:06 main:574] : INFO : Epoch 1637 | loss: 0.0312102 | val_loss: 0.0311996 | Time: 7509.58 ms [2022-04-07 16:49:14 main:574] : INFO : Epoch 1638 | loss: 0.0311986 | val_loss: 0.0311944 | Time: 7467.96 ms [2022-04-07 16:49:22 main:574] : INFO : Epoch 1639 | loss: 0.0311952 | val_loss: 0.0311924 | Time: 7524.84 ms [2022-04-07 16:49:29 main:574] : INFO : Epoch 1640 | loss: 0.0311928 | val_loss: 0.0311909 | Time: 7578.49 ms [2022-04-07 16:49:37 main:574] : INFO : Epoch 1641 | loss: 0.0311915 | val_loss: 0.0311897 | Time: 7597.77 ms [2022-04-07 16:49:44 main:574] : INFO : Epoch 1642 | loss: 0.0311904 | val_loss: 0.031189 | Time: 7474.56 ms [2022-04-07 16:49:52 main:574] : INFO : Epoch 1643 | loss: 0.0311895 | val_loss: 0.031188 | Time: 7635.25 ms [2022-04-07 16:49:59 main:574] : INFO : Epoch 1644 | loss: 0.0311886 | val_loss: 0.0311898 | Time: 7512.94 ms [2022-04-07 16:50:07 main:574] : INFO : Epoch 1645 | loss: 0.0311891 | val_loss: 0.0311877 | Time: 7643.08 ms [2022-04-07 16:50:15 main:574] : INFO : Epoch 1646 | loss: 0.0311888 | val_loss: 0.0311855 | Time: 7537.42 ms [2022-04-07 16:50:22 main:574] : INFO : Epoch 1647 | loss: 0.0311851 | val_loss: 0.0311854 | Time: 7604.03 ms [2022-04-07 16:50:30 main:574] : INFO : Epoch 1648 | loss: 0.0311835 | val_loss: 0.0311861 | Time: 7549.82 ms [2022-04-07 16:50:37 main:574] : INFO : Epoch 1649 | loss: 0.0311836 | val_loss: 0.0311839 | Time: 7621.2 ms [2022-04-07 16:50:45 main:574] : INFO : Epoch 1650 | loss: 0.0311824 | val_loss: 0.0311817 | Time: 7563.71 ms [2022-04-07 16:50:52 main:574] : INFO : Epoch 1651 | loss: 0.0311811 | val_loss: 0.0311802 | Time: 7520.37 ms [2022-04-07 16:51:00 main:574] : INFO : Epoch 1652 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 7478.18 ms [2022-04-07 16:51:08 main:574] : INFO : Epoch 1653 | loss: 0.0311795 | val_loss: 0.0311801 | Time: 7668.47 ms [2022-04-07 16:51:15 main:574] : INFO : Epoch 1654 | loss: 0.0311791 | val_loss: 0.031181 | Time: 7736.68 ms [2022-04-07 16:51:23 main:574] : INFO : Epoch 1655 | loss: 0.031179 | val_loss: 0.0311799 | Time: 7476.81 ms [2022-04-07 16:51:30 main:574] : INFO : Epoch 1656 | loss: 0.031179 | val_loss: 0.0311797 | Time: 7558.99 ms [2022-04-07 16:51:38 main:574] : INFO : Epoch 1657 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 7556.03 ms [2022-04-07 16:51:46 main:574] : INFO : Epoch 1658 | loss: 0.0311783 | val_loss: 0.0311794 | Time: 7664.8 ms [2022-04-07 16:51:53 main:574] : INFO : Epoch 1659 | loss: 0.0311777 | val_loss: 0.031179 | Time: 7490.69 ms [2022-04-07 16:52:01 main:574] : INFO : Epoch 1660 | loss: 0.0311779 | val_loss: 0.0311791 | Time: 7482.47 ms [2022-04-07 16:52:08 main:574] : INFO : Epoch 1661 | loss: 0.0311777 | val_loss: 0.0311787 | Time: 7589.18 ms [2022-04-07 16:52:16 main:574] : INFO : Epoch 1662 | loss: 0.0311771 | val_loss: 0.0311785 | Time: 7542.44 ms [2022-04-07 16:52:23 main:574] : INFO : Epoch 1663 | loss: 0.031177 | val_loss: 0.031179 | Time: 7597.25 ms [2022-04-07 16:52:31 main:574] : INFO : Epoch 1664 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 7664.59 ms [2022-04-07 16:52:39 main:574] : INFO : Epoch 1665 | loss: 0.0311769 | val_loss: 0.0311788 | Time: 7651 ms [2022-04-07 16:52:46 main:574] : INFO : Epoch 1666 | loss: 0.0311771 | val_loss: 0.0311804 | Time: 7622.59 ms [2022-04-07 16:52:54 main:574] : INFO : Epoch 1667 | loss: 0.0311762 | val_loss: 0.0311777 | Time: 7670.98 ms [2022-04-07 16:53:02 main:574] : INFO : Epoch 1668 | loss: 0.031176 | val_loss: 0.0311777 | Time: 7597.68 ms [2022-04-07 16:53:09 main:574] : INFO : Epoch 1669 | loss: 0.0311756 | val_loss: 0.0311792 | Time: 7582.74 ms [2022-04-07 16:53:17 main:574] : INFO : Epoch 1670 | loss: 0.0311761 | val_loss: 0.0311791 | Time: 7652.78 ms [2022-04-07 16:53:25 main:574] : INFO : Epoch 1671 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 7654.3 ms [2022-04-07 16:53:32 main:574] : INFO : Epoch 1672 | loss: 0.0311755 | val_loss: 0.0311779 | Time: 7703.7 ms [2022-04-07 16:53:40 main:574] : INFO : Epoch 1673 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 7560.94 ms [2022-04-07 16:53:48 main:574] : INFO : Epoch 1674 | loss: 0.0311755 | val_loss: 0.0311776 | Time: 7609.11 ms [2022-04-07 16:53:55 main:574] : INFO : Epoch 1675 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 7661.06 ms [2022-04-07 16:54:03 main:574] : INFO : Epoch 1676 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 7588.86 ms [2022-04-07 16:54:10 main:574] : INFO : Epoch 1677 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 7616.48 ms [2022-04-07 16:54:18 main:574] : INFO : Epoch 1678 | loss: 0.0311758 | val_loss: 0.0311785 | Time: 7572.85 ms [2022-04-07 16:54:26 main:574] : INFO : Epoch 1679 | loss: 0.0311763 | val_loss: 0.031177 | Time: 7663.72 ms [2022-04-07 16:54:33 main:574] : INFO : Epoch 1680 | loss: 0.0311751 | val_loss: 0.0311763 | Time: 7697.39 ms [2022-04-07 16:54:41 main:574] : INFO : Epoch 1681 | loss: 0.0311751 | val_loss: 0.0311764 | Time: 7638.45 ms [2022-04-07 16:54:49 main:574] : INFO : Epoch 1682 | loss: 0.0311747 | val_loss: 0.031177 | Time: 7608.59 ms [2022-04-07 16:54:56 main:574] : INFO : Epoch 1683 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 7595.97 ms [2022-04-07 16:55:04 main:574] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311767 | Time: 7596.78 ms [2022-04-07 16:55:11 main:574] : INFO : Epoch 1685 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 7556.74 ms [2022-04-07 16:55:19 main:574] : INFO : Epoch 1686 | loss: 0.0311737 | val_loss: 0.0311762 | Time: 7688.51 ms [2022-04-07 16:55:27 main:574] : INFO : Epoch 1687 | loss: 0.0311734 | val_loss: 0.0311761 | Time: 7701.91 ms [2022-04-07 16:55:34 main:574] : INFO : Epoch 1688 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 7584.57 ms [2022-04-07 16:55:42 main:574] : INFO : Epoch 1689 | loss: 0.031173 | val_loss: 0.0311771 | Time: 7531.52 ms [2022-04-07 16:55:50 main:574] : INFO : Epoch 1690 | loss: 0.0311737 | val_loss: 0.0311763 | Time: 7675.89 ms [2022-04-07 16:55:57 main:574] : INFO : Epoch 1691 | loss: 0.0311733 | val_loss: 0.0311766 | Time: 7579.58 ms [2022-04-07 16:56:05 main:574] : INFO : Epoch 1692 | loss: 0.0311735 | val_loss: 0.0311753 | Time: 7551.9 ms [2022-04-07 16:56:13 main:574] : INFO : Epoch 1693 | loss: 0.0311731 | val_loss: 0.0311756 | Time: 7601.46 ms [2022-04-07 16:56:20 main:574] : INFO : Epoch 1694 | loss: 0.0311736 | val_loss: 0.0311759 | Time: 7706.98 ms [2022-04-07 16:56:28 main:574] : INFO : Epoch 1695 | loss: 0.0311746 | val_loss: 0.031178 | Time: 7590.27 ms [2022-04-07 16:56:35 main:574] : INFO : Epoch 1696 | loss: 0.0311742 | val_loss: 0.0311751 | Time: 7609.52 ms [2022-04-07 16:56:43 main:574] : INFO : Epoch 1697 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 7521.64 ms [2022-04-07 16:56:51 main:574] : INFO : Epoch 1698 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 7584.25 ms [2022-04-07 16:56:58 main:574] : INFO : Epoch 1699 | loss: 0.0311737 | val_loss: 0.0311746 | Time: 7540.94 ms [2022-04-07 16:57:06 main:574] : INFO : Epoch 1700 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 7644.82 ms [2022-04-07 16:57:13 main:574] : INFO : Epoch 1701 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 7681.44 ms [2022-04-07 16:57:21 main:574] : INFO : Epoch 1702 | loss: 0.0311728 | val_loss: 0.031177 | Time: 7627.94 ms [2022-04-07 16:57:29 main:574] : INFO : Epoch 1703 | loss: 0.0311723 | val_loss: 0.0311738 | Time: 7570.85 ms [2022-04-07 16:57:36 main:574] : INFO : Epoch 1704 | loss: 0.031172 | val_loss: 0.0311746 | Time: 7550.91 ms [2022-04-07 16:57:44 main:574] : INFO : Epoch 1705 | loss: 0.031173 | val_loss: 0.0311738 | Time: 7566.27 ms [2022-04-07 16:57:52 main:574] : INFO : Epoch 1706 | loss: 0.0311717 | val_loss: 0.031174 | Time: 7720.79 ms [2022-04-07 16:57:59 main:574] : INFO : Epoch 1707 | loss: 0.0311725 | val_loss: 0.0311748 | Time: 7612.16 ms [2022-04-07 16:58:07 main:574] : INFO : Epoch 1708 | loss: 0.0311725 | val_loss: 0.0311737 | Time: 7680.12 ms [2022-04-07 16:58:14 main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.0311743 | Time: 7575.43 ms [2022-04-07 16:58:22 main:574] : INFO : Epoch 1710 | loss: 0.0311719 | val_loss: 0.0311771 | Time: 7610.04 ms [2022-04-07 16:58:30 main:574] : INFO : Epoch 1711 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 7607.13 ms [2022-04-07 16:58:37 main:574] : INFO : Epoch 1712 | loss: 0.0311716 | val_loss: 0.0311747 | Time: 7620.78 ms [2022-04-07 16:58:45 main:574] : INFO : Epoch 1713 | loss: 0.0311714 | val_loss: 0.0311738 | Time: 7585.72 ms [2022-04-07 16:58:53 main:574] : INFO : Epoch 1714 | loss: 0.0311711 | val_loss: 0.0311737 | Time: 7659.99 ms [2022-04-07 16:59:00 main:574] : INFO : Epoch 1715 | loss: 0.0311714 | val_loss: 0.0311766 | Time: 7659.35 ms [2022-04-07 16:59:08 main:574] : INFO : Epoch 1716 | loss: 0.0311722 | val_loss: 0.0311757 | Time: 7612.52 ms [2022-04-07 16:59:15 main:574] : INFO : Epoch 1717 | loss: 0.0311714 | val_loss: 0.0311749 | Time: 7593.5 ms [2022-04-07 16:59:23 main:574] : INFO : Epoch 1718 | loss: 0.0311711 | val_loss: 0.0311742 | Time: 7521.01 ms [2022-04-07 16:59:31 main:574] : INFO : Epoch 1719 | loss: 0.0311709 | val_loss: 0.0311742 | Time: 7558.1 ms [2022-04-07 16:59:38 main:574] : INFO : Epoch 1720 | loss: 0.0311709 | val_loss: 0.0311757 | Time: 7561.29 ms [2022-04-07 16:59:46 main:574] : INFO : Epoch 1721 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 7611.03 ms [2022-04-07 16:59:53 main:574] : INFO : Epoch 1722 | loss: 0.031171 | val_loss: 0.0311734 | Time: 7635.93 ms [2022-04-07 17:00:01 main:574] : INFO : Epoch 1723 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 7738.85 ms [2022-04-07 17:00:09 main:574] : INFO : Epoch 1724 | loss: 0.0311713 | val_loss: 0.0311754 | Time: 7623.82 ms [2022-04-07 17:00:16 main:574] : INFO : Epoch 1725 | loss: 0.0311711 | val_loss: 0.0311758 | Time: 7539.45 ms [2022-04-07 17:00:24 main:574] : INFO : Epoch 1726 | loss: 0.031172 | val_loss: 0.0311738 | Time: 7634.36 ms [2022-04-07 17:00:32 main:574] : INFO : Epoch 1727 | loss: 0.031171 | val_loss: 0.0311742 | Time: 7577.63 ms [2022-04-07 17:00:39 main:574] : INFO : Epoch 1728 | loss: 0.03117 | val_loss: 0.0311749 | Time: 7575.71 ms [2022-04-07 17:00:47 main:574] : INFO : Epoch 1729 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 7615.75 ms [2022-04-07 17:00:55 main:574] : INFO : Epoch 1730 | loss: 0.0311696 | val_loss: 0.031174 | Time: 7659.02 ms [2022-04-07 17:01:02 main:574] : INFO : Epoch 1731 | loss: 0.0311705 | val_loss: 0.0311808 | Time: 7592.91 ms [2022-04-07 17:01:10 main:574] : INFO : Epoch 1732 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 7737.68 ms [2022-04-07 17:01:18 main:574] : INFO : Epoch 1733 | loss: 0.0311714 | val_loss: 0.0311745 | Time: 7746.5 ms [2022-04-07 17:01:25 main:574] : INFO : Epoch 1734 | loss: 0.0311709 | val_loss: 0.031174 | Time: 7591.7 ms [2022-04-07 17:01:33 main:574] : INFO : Epoch 1735 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 7295.71 ms [2022-04-07 17:01:39 main:574] : INFO : Epoch 1736 | loss: 0.0311696 | val_loss: 0.0311752 | Time: 6930.11 ms [2022-04-07 17:01:46 main:574] : INFO : Epoch 1737 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 6766.49 ms [2022-04-07 17:01:53 main:574] : INFO : Epoch 1738 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 6794.84 ms [2022-04-07 17:02:00 main:574] : INFO : Epoch 1739 | loss: 0.0311701 | val_loss: 0.0311736 | Time: 6824.35 ms [2022-04-07 17:02:07 main:574] : INFO : Epoch 1740 | loss: 0.0311701 | val_loss: 0.0311742 | Time: 7560.38 ms [2022-04-07 17:02:15 main:574] : INFO : Epoch 1741 | loss: 0.031169 | val_loss: 0.0311744 | Time: 7523.29 ms [2022-04-07 17:02:23 main:574] : INFO : Epoch 1742 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 7595.63 ms [2022-04-07 17:02:30 main:574] : INFO : Epoch 1743 | loss: 0.0311708 | val_loss: 0.0311822 | Time: 7455.32 ms [2022-04-07 17:02:38 main:574] : INFO : Epoch 1744 | loss: 0.0311702 | val_loss: 0.0311739 | Time: 7538.35 ms [2022-04-07 17:02:45 main:574] : INFO : Epoch 1745 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 7478.63 ms [2022-04-07 17:02:53 main:574] : INFO : Epoch 1746 | loss: 0.0311689 | val_loss: 0.0311738 | Time: 7502.29 ms [2022-04-07 17:03:00 main:574] : INFO : Epoch 1747 | loss: 0.031169 | val_loss: 0.0311782 | Time: 7643.61 ms [2022-04-07 17:03:08 main:574] : INFO : Epoch 1748 | loss: 0.0311726 | val_loss: 0.0311767 | Time: 7627.97 ms [2022-04-07 17:03:15 main:574] : INFO : Epoch 1749 | loss: 0.0311708 | val_loss: 0.0311757 | Time: 7497.3 ms [2022-04-07 17:03:23 main:574] : INFO : Epoch 1750 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 7492.75 ms [2022-04-07 17:03:30 main:574] : INFO : Epoch 1751 | loss: 0.0311722 | val_loss: 0.031178 | Time: 7468.49 ms [2022-04-07 17:03:38 main:574] : INFO : Epoch 1752 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 7526.53 ms [2022-04-07 17:03:45 main:574] : INFO : Epoch 1753 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 7527.62 ms [2022-04-07 17:03:53 main:574] : INFO : Epoch 1754 | loss: 0.0311707 | val_loss: 0.0311757 | Time: 7427.48 ms [2022-04-07 17:04:00 main:574] : INFO : Epoch 1755 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 7443.17 ms [2022-04-07 17:04:08 main:574] : INFO : Epoch 1756 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 7562.64 ms [2022-04-07 17:04:16 main:574] : INFO : Epoch 1757 | loss: 0.0311698 | val_loss: 0.0311749 | Time: 7580.39 ms [2022-04-07 17:04:23 main:574] : INFO : Epoch 1758 | loss: 0.0311697 | val_loss: 0.0311775 | Time: 7521.32 ms [2022-04-07 17:04:31 main:574] : INFO : Epoch 1759 | loss: 0.0311718 | val_loss: 0.0311739 | Time: 7607.44 ms [2022-04-07 17:04:38 main:574] : INFO : Epoch 1760 | loss: 0.0311702 | val_loss: 0.031174 | Time: 7549.65 ms [2022-04-07 17:04:46 main:574] : INFO : Epoch 1761 | loss: 0.0311696 | val_loss: 0.0311737 | Time: 7539.31 ms [2022-04-07 17:04:53 main:574] : INFO : Epoch 1762 | loss: 0.0311686 | val_loss: 0.0311731 | Time: 7560.48 ms [2022-04-07 17:05:01 main:574] : INFO : Epoch 1763 | loss: 0.0311698 | val_loss: 0.0311745 | Time: 7620.03 ms [2022-04-07 17:05:09 main:574] : INFO : Epoch 1764 | loss: 0.0311703 | val_loss: 0.0311742 | Time: 7523.27 ms [2022-04-07 17:05:16 main:574] : INFO : Epoch 1765 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 7430.02 ms [2022-04-07 17:05:24 main:574] : INFO : Epoch 1766 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 7562.19 ms [2022-04-07 17:05:31 main:574] : INFO : Epoch 1767 | loss: 0.0311703 | val_loss: 0.0311731 | Time: 7473.71 ms [2022-04-07 17:05:39 main:574] : INFO : Epoch 1768 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 7505.82 ms [2022-04-07 17:05:46 main:574] : INFO : Epoch 1769 | loss: 0.0311706 | val_loss: 0.031175 | Time: 7509.49 ms [2022-04-07 17:05:54 main:574] : INFO : Epoch 1770 | loss: 0.0311696 | val_loss: 0.0311749 | Time: 7786.03 ms [2022-04-07 17:06:02 main:574] : INFO : Epoch 1771 | loss: 0.0311694 | val_loss: 0.0311734 | Time: 7708.13 ms [2022-04-07 17:06:09 main:574] : INFO : Epoch 1772 | loss: 0.03117 | val_loss: 0.0311744 | Time: 7613.38 ms [2022-04-07 17:06:17 main:574] : INFO : Epoch 1773 | loss: 0.031169 | val_loss: 0.0311744 | Time: 7629.67 ms [2022-04-07 17:06:25 main:574] : INFO : Epoch 1774 | loss: 0.0311691 | val_loss: 0.0311728 | Time: 7849.82 ms [2022-04-07 17:06:32 main:574] : INFO : Epoch 1775 | loss: 0.0311699 | val_loss: 0.0311741 | Time: 7710.38 ms [2022-04-07 17:06:40 main:574] : INFO : Epoch 1776 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 7629.67 ms [2022-04-07 17:06:48 main:574] : INFO : Epoch 1777 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 7821.39 ms [2022-04-07 17:06:56 main:574] : INFO : Epoch 1778 | loss: 0.031172 | val_loss: 0.0311769 | Time: 7633.11 ms [2022-04-07 17:07:03 main:574] : INFO : Epoch 1779 | loss: 0.0311714 | val_loss: 0.0311734 | Time: 7602.61 ms [2022-04-07 17:07:11 main:574] : INFO : Epoch 1780 | loss: 0.0311687 | val_loss: 0.0311737 | Time: 7531.72 ms [2022-04-07 17:07:18 main:574] : INFO : Epoch 1781 | loss: 0.0311682 | val_loss: 0.0311725 | Time: 7614.12 ms [2022-04-07 17:07:26 main:574] : INFO : Epoch 1782 | loss: 0.0311683 | val_loss: 0.0311732 | Time: 7540.8 ms [2022-04-07 17:07:34 main:574] : INFO : Epoch 1783 | loss: 0.0311689 | val_loss: 0.0311746 | Time: 7525.81 ms [2022-04-07 17:07:41 main:574] : INFO : Epoch 1784 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 7564.09 ms [2022-04-07 17:07:48 main:574] : INFO : Epoch 1785 | loss: 0.0311681 | val_loss: 0.0311736 | Time: 7308.19 ms [2022-04-07 17:07:55 main:574] : INFO : Epoch 1786 | loss: 0.031169 | val_loss: 0.0311836 | Time: 6781.51 ms [2022-04-07 17:08:02 main:574] : INFO : Epoch 1787 | loss: 0.0311703 | val_loss: 0.0311738 | Time: 6779.45 ms [2022-04-07 17:08:09 main:574] : INFO : Epoch 1788 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 6656.56 ms [2022-04-07 17:08:15 main:574] : INFO : Epoch 1789 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 6765.9 ms [2022-04-07 17:08:22 main:574] : INFO : Epoch 1790 | loss: 0.0311674 | val_loss: 0.0311739 | Time: 6825.62 ms [2022-04-07 17:08:29 main:574] : INFO : Epoch 1791 | loss: 0.031168 | val_loss: 0.0311739 | Time: 6677.15 ms [2022-04-07 17:08:36 main:574] : INFO : Epoch 1792 | loss: 0.031168 | val_loss: 0.0311747 | Time: 6718.4 ms [2022-04-07 17:08:42 main:574] : INFO : Epoch 1793 | loss: 0.0311696 | val_loss: 0.0311793 | Time: 6778.96 ms [2022-04-07 17:08:49 main:574] : INFO : Epoch 1794 | loss: 0.0311718 | val_loss: 0.0311758 | Time: 6764.84 ms [2022-04-07 17:08:56 main:574] : INFO : Epoch 1795 | loss: 0.0311703 | val_loss: 0.0311789 | Time: 6771.19 ms [2022-04-07 17:09:03 main:574] : INFO : Epoch 1796 | loss: 0.0311725 | val_loss: 0.031179 | Time: 6854.83 ms [2022-04-07 17:09:10 main:574] : INFO : Epoch 1797 | loss: 0.0311693 | val_loss: 0.0311738 | Time: 6718.6 ms [2022-04-07 17:09:16 main:574] : INFO : Epoch 1798 | loss: 0.0311672 | val_loss: 0.0311735 | Time: 6728.77 ms [2022-04-07 17:09:23 main:574] : INFO : Epoch 1799 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 6828.29 ms [2022-04-07 17:09:30 main:574] : INFO : Epoch 1800 | loss: 0.0311689 | val_loss: 0.0311732 | Time: 6806.6 ms [2022-04-07 17:09:37 main:574] : INFO : Epoch 1801 | loss: 0.0311666 | val_loss: 0.0311773 | Time: 6795.21 ms [2022-04-07 17:09:44 main:574] : INFO : Epoch 1802 | loss: 0.0311687 | val_loss: 0.0311753 | Time: 6801.45 ms [2022-04-07 17:09:50 main:574] : INFO : Epoch 1803 | loss: 0.031168 | val_loss: 0.0311748 | Time: 6827.71 ms [2022-04-07 17:09:57 main:574] : INFO : Epoch 1804 | loss: 0.0311686 | val_loss: 0.0311742 | Time: 6673.23 ms [2022-04-07 17:10:04 main:574] : INFO : Epoch 1805 | loss: 0.0311669 | val_loss: 0.0311749 | Time: 6725.39 ms [2022-04-07 17:10:11 main:574] : INFO : Epoch 1806 | loss: 0.0311675 | val_loss: 0.0311729 | Time: 6708.4 ms [2022-04-07 17:10:17 main:574] : INFO : Epoch 1807 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 6687.87 ms [2022-04-07 17:10:24 main:574] : INFO : Epoch 1808 | loss: 0.0311714 | val_loss: 0.031174 | Time: 6734.16 ms [2022-04-07 17:10:31 main:574] : INFO : Epoch 1809 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 6712.01 ms [2022-04-07 17:10:38 main:574] : INFO : Epoch 1810 | loss: 0.0311709 | val_loss: 0.0311885 | Time: 6740.02 ms [2022-04-07 17:10:44 main:574] : INFO : Epoch 1811 | loss: 0.0311736 | val_loss: 0.031176 | Time: 6703.36 ms [2022-04-07 17:10:51 main:574] : INFO : Epoch 1812 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 6879.07 ms [2022-04-07 17:10:58 main:574] : INFO : Epoch 1813 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 6707.05 ms [2022-04-07 17:11:05 main:574] : INFO : Epoch 1814 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 6710.47 ms [2022-04-07 17:11:11 main:574] : INFO : Epoch 1815 | loss: 0.0311659 | val_loss: 0.0311755 | Time: 6851.03 ms [2022-04-07 17:11:18 main:574] : INFO : Epoch 1816 | loss: 0.0311676 | val_loss: 0.0311748 | Time: 6840.18 ms [2022-04-07 17:11:25 main:574] : INFO : Epoch 1817 | loss: 0.0311672 | val_loss: 0.0311754 | Time: 6738.87 ms [2022-04-07 17:11:32 main:574] : INFO : Epoch 1818 | loss: 0.0311666 | val_loss: 0.0311741 | Time: 6739.6 ms [2022-04-07 17:11:38 main:574] : INFO : Epoch 1819 | loss: 0.0311675 | val_loss: 0.0311752 | Time: 6709.58 ms [2022-04-07 17:11:45 main:574] : INFO : Epoch 1820 | loss: 0.0311726 | val_loss: 0.0311813 | Time: 6627.68 ms [2022-04-07 17:11:52 main:574] : INFO : Epoch 1821 | loss: 0.0311863 | val_loss: 0.0311832 | Time: 6756.8 ms [2022-04-07 17:11:59 main:574] : INFO : Epoch 1822 | loss: 0.0311871 | val_loss: 0.0311901 | Time: 6724.01 ms [2022-04-07 17:12:05 main:574] : INFO : Epoch 1823 | loss: 0.0311868 | val_loss: 0.0311848 | Time: 6754.15 ms [2022-04-07 17:12:12 main:574] : INFO : Epoch 1824 | loss: 0.0311838 | val_loss: 0.0311859 | Time: 6761.2 ms [2022-04-07 17:12:19 main:574] : INFO : Epoch 1825 | loss: 0.0311939 | val_loss: 0.0311858 | Time: 6700.16 ms [2022-04-07 17:12:26 main:574] : INFO : Epoch 1826 | loss: 0.0311847 | val_loss: 0.0311825 | Time: 6674.66 ms [2022-04-07 17:12:32 main:574] : INFO : Epoch 1827 | loss: 0.0311812 | val_loss: 0.0311817 | Time: 6728.43 ms [2022-04-07 17:12:39 main:574] : INFO : Epoch 1828 | loss: 0.0311805 | val_loss: 0.03118 | Time: 6689.47 ms [2022-04-07 17:12:46 main:574] : INFO : Epoch 1829 | loss: 0.0311805 | val_loss: 0.031181 | Time: 6685.2 ms [2022-04-07 17:12:52 main:574] : INFO : Epoch 1830 | loss: 0.0311807 | val_loss: 0.0311811 | Time: 6773.59 ms [2022-04-07 17:12:59 main:574] : INFO : Epoch 1831 | loss: 0.0311805 | val_loss: 0.0311799 | Time: 6765.35 ms [2022-04-07 17:13:06 main:574] : INFO : Epoch 1832 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 6790.78 ms [2022-04-07 17:13:13 main:574] : INFO : Epoch 1833 | loss: 0.0311782 | val_loss: 0.0311808 | Time: 6725.07 ms [2022-04-07 17:13:20 main:574] : INFO : Epoch 1834 | loss: 0.0311771 | val_loss: 0.0311838 | Time: 6805.74 ms [2022-04-07 17:13:26 main:574] : INFO : Epoch 1835 | loss: 0.0311785 | val_loss: 0.0311802 | Time: 6747.57 ms [2022-04-07 17:13:33 main:574] : INFO : Epoch 1836 | loss: 0.0311775 | val_loss: 0.0311808 | Time: 6829.4 ms [2022-04-07 17:13:40 main:574] : INFO : Epoch 1837 | loss: 0.031178 | val_loss: 0.0311814 | Time: 6740.58 ms [2022-04-07 17:13:47 main:574] : INFO : Epoch 1838 | loss: 0.0311748 | val_loss: 0.0311821 | Time: 6763.64 ms [2022-04-07 17:13:54 main:574] : INFO : Epoch 1839 | loss: 0.031175 | val_loss: 0.0311815 | Time: 6816.99 ms [2022-04-07 17:14:00 main:574] : INFO : Epoch 1840 | loss: 0.0311752 | val_loss: 0.03118 | Time: 6817.84 ms [2022-04-07 17:14:07 main:574] : INFO : Epoch 1841 | loss: 0.031175 | val_loss: 0.0311843 | Time: 6779.95 ms [2022-04-07 17:14:14 main:574] : INFO : Epoch 1842 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 6762.83 ms [2022-04-07 17:14:21 main:574] : INFO : Epoch 1843 | loss: 0.0311797 | val_loss: 0.0311825 | Time: 6688.57 ms [2022-04-07 17:14:27 main:574] : INFO : Epoch 1844 | loss: 0.0311786 | val_loss: 0.0311819 | Time: 6725.22 ms [2022-04-07 17:14:34 main:574] : INFO : Epoch 1845 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 6742.68 ms [2022-04-07 17:14:41 main:574] : INFO : Epoch 1846 | loss: 0.0311767 | val_loss: 0.0311835 | Time: 6783.55 ms [2022-04-07 17:14:48 main:574] : INFO : Epoch 1847 | loss: 0.0311743 | val_loss: 0.03118 | Time: 6708.59 ms [2022-04-07 17:14:54 main:574] : INFO : Epoch 1848 | loss: 0.0311755 | val_loss: 0.0311805 | Time: 6744.23 ms [2022-04-07 17:15:01 main:574] : INFO : Epoch 1849 | loss: 0.0311736 | val_loss: 0.0311814 | Time: 6865.46 ms [2022-04-07 17:15:08 main:574] : INFO : Epoch 1850 | loss: 0.031177 | val_loss: 0.0311813 | Time: 6780.02 ms [2022-04-07 17:15:15 main:574] : INFO : Epoch 1851 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 6782.99 ms [2022-04-07 17:15:22 main:574] : INFO : Epoch 1852 | loss: 0.0311726 | val_loss: 0.0311803 | Time: 6845.38 ms [2022-04-07 17:15:29 main:574] : INFO : Epoch 1853 | loss: 0.0311724 | val_loss: 0.0311787 | Time: 6777.97 ms [2022-04-07 17:15:35 main:574] : INFO : Epoch 1854 | loss: 0.0311742 | val_loss: 0.0311822 | Time: 6755.63 ms [2022-04-07 17:15:42 main:574] : INFO : Epoch 1855 | loss: 0.0311775 | val_loss: 0.0311844 | Time: 6737.74 ms [2022-04-07 17:15:49 main:574] : INFO : Epoch 1856 | loss: 0.0311772 | val_loss: 0.0311814 | Time: 6641.02 ms [2022-04-07 17:15:56 main:574] : INFO : Epoch 1857 | loss: 0.0311757 | val_loss: 0.0311806 | Time: 6834.28 ms [2022-04-07 17:16:02 main:574] : INFO : Epoch 1858 | loss: 0.0311746 | val_loss: 0.0311805 | Time: 6705.91 ms [2022-04-07 17:16:09 main:574] : INFO : Epoch 1859 | loss: 0.0311754 | val_loss: 0.0311854 | Time: 6734.72 ms [2022-04-07 17:16:16 main:574] : INFO : Epoch 1860 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 6766.56 ms [2022-04-07 17:16:23 main:574] : INFO : Epoch 1861 | loss: 0.0311737 | val_loss: 0.0311808 | Time: 6820.97 ms [2022-04-07 17:16:29 main:574] : INFO : Epoch 1862 | loss: 0.0311748 | val_loss: 0.0311825 | Time: 6772.32 ms [2022-04-07 17:16:36 main:574] : INFO : Epoch 1863 | loss: 0.0311748 | val_loss: 0.0311841 | Time: 6802.42 ms [2022-04-07 17:16:43 main:574] : INFO : Epoch 1864 | loss: 0.0311754 | val_loss: 0.0311794 | Time: 6798.64 ms [2022-04-07 17:16:50 main:574] : INFO : Epoch 1865 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 6782.65 ms [2022-04-07 17:16:57 main:574] : INFO : Epoch 1866 | loss: 0.0311732 | val_loss: 0.0311785 | Time: 6676.22 ms [2022-04-07 17:17:03 main:574] : INFO : Epoch 1867 | loss: 0.0311717 | val_loss: 0.0311806 | Time: 6727.67 ms [2022-04-07 17:17:10 main:574] : INFO : Epoch 1868 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 6710.67 ms [2022-04-07 17:17:17 main:574] : INFO : Epoch 1869 | loss: 0.0311718 | val_loss: 0.031179 | Time: 6800.24 ms [2022-04-07 17:17:24 main:574] : INFO : Epoch 1870 | loss: 0.0311719 | val_loss: 0.0311843 | Time: 6780.42 ms [2022-04-07 17:17:30 main:574] : INFO : Epoch 1871 | loss: 0.0311732 | val_loss: 0.0311809 | Time: 6786.1 ms [2022-04-07 17:17:37 main:574] : INFO : Epoch 1872 | loss: 0.0311728 | val_loss: 0.0311783 | Time: 6807.88 ms [2022-04-07 17:17:44 main:574] : INFO : Epoch 1873 | loss: 0.0311739 | val_loss: 0.0311824 | Time: 6757.07 ms [2022-04-07 17:17:51 main:574] : INFO : Epoch 1874 | loss: 0.031172 | val_loss: 0.0311788 | Time: 6812.03 ms [2022-04-07 17:17:58 main:574] : INFO : Epoch 1875 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 6801.46 ms [2022-04-07 17:18:04 main:574] : INFO : Epoch 1876 | loss: 0.0311707 | val_loss: 0.0311786 | Time: 6735.1 ms [2022-04-07 17:18:11 main:574] : INFO : Epoch 1877 | loss: 0.0311707 | val_loss: 0.0311787 | Time: 6625.85 ms [2022-04-07 17:18:18 main:574] : INFO : Epoch 1878 | loss: 0.0311722 | val_loss: 0.0311812 | Time: 6753.13 ms [2022-04-07 17:18:25 main:574] : INFO : Epoch 1879 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 6774.02 ms [2022-04-07 17:18:31 main:574] : INFO : Epoch 1880 | loss: 0.0311723 | val_loss: 0.0311789 | Time: 6722.3 ms [2022-04-07 17:18:38 main:574] : INFO : Epoch 1881 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 6694.92 ms [2022-04-07 17:18:45 main:574] : INFO : Epoch 1882 | loss: 0.03118 | val_loss: 0.0311822 | Time: 6767.39 ms [2022-04-07 17:18:52 main:574] : INFO : Epoch 1883 | loss: 0.0311797 | val_loss: 0.0311826 | Time: 6817.74 ms [2022-04-07 17:18:58 main:574] : INFO : Epoch 1884 | loss: 0.0311771 | val_loss: 0.031181 | Time: 6674.01 ms [2022-04-07 17:19:05 main:574] : INFO : Epoch 1885 | loss: 0.0311761 | val_loss: 0.0311807 | Time: 6734.26 ms [2022-04-07 17:19:12 main:574] : INFO : Epoch 1886 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 6885.75 ms [2022-04-07 17:19:19 main:574] : INFO : Epoch 1887 | loss: 0.031176 | val_loss: 0.031181 | Time: 6766 ms [2022-04-07 17:19:26 main:574] : INFO : Epoch 1888 | loss: 0.0311739 | val_loss: 0.0311811 | Time: 6781.9 ms [2022-04-07 17:19:32 main:574] : INFO : Epoch 1889 | loss: 0.031174 | val_loss: 0.0311797 | Time: 6804.84 ms [2022-04-07 17:19:39 main:574] : INFO : Epoch 1890 | loss: 0.0311745 | val_loss: 0.0311797 | Time: 6806.28 ms [2022-04-07 17:19:46 main:574] : INFO : Epoch 1891 | loss: 0.031175 | val_loss: 0.0311811 | Time: 6817.24 ms [2022-04-07 17:19:53 main:574] : INFO : Epoch 1892 | loss: 0.0311749 | val_loss: 0.0311806 | Time: 6737.01 ms [2022-04-07 17:20:00 main:574] : INFO : Epoch 1893 | loss: 0.0311758 | val_loss: 0.0311811 | Time: 6837.06 ms [2022-04-07 17:20:06 main:574] : INFO : Epoch 1894 | loss: 0.0311761 | val_loss: 0.0311797 | Time: 6820.91 ms [2022-04-07 17:20:13 main:574] : INFO : Epoch 1895 | loss: 0.0311761 | val_loss: 0.0311846 | Time: 6771.82 ms [2022-04-07 17:20:20 main:574] : INFO : Epoch 1896 | loss: 0.0311742 | val_loss: 0.0311806 | Time: 6815 ms [2022-04-07 17:20:27 main:574] : INFO : Epoch 1897 | loss: 0.0311751 | val_loss: 0.0311804 | Time: 6819.36 ms [2022-04-07 17:20:34 main:574] : INFO : Epoch 1898 | loss: 0.0311744 | val_loss: 0.0311798 | Time: 6797.83 ms [2022-04-07 17:20:40 main:574] : INFO : Epoch 1899 | loss: 0.0311736 | val_loss: 0.0311805 | Time: 6748.47 ms [2022-04-07 17:20:47 main:574] : INFO : Epoch 1900 | loss: 0.0311727 | val_loss: 0.0311799 | Time: 6785.54 ms [2022-04-07 17:20:54 main:574] : INFO : Epoch 1901 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 6709.76 ms [2022-04-07 17:21:01 main:574] : INFO : Epoch 1902 | loss: 0.0311734 | val_loss: 0.0311807 | Time: 6737.01 ms [2022-04-07 17:21:07 main:574] : INFO : Epoch 1903 | loss: 0.0311758 | val_loss: 0.0311835 | Time: 6732.1 ms [2022-04-07 17:21:14 main:574] : INFO : Epoch 1904 | loss: 0.0311765 | val_loss: 0.0311814 | Time: 6780.74 ms [2022-04-07 17:21:21 main:574] : INFO : Epoch 1905 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 6827.56 ms [2022-04-07 17:21:28 main:574] : INFO : Epoch 1906 | loss: 0.0311739 | val_loss: 0.0311858 | Time: 6813.47 ms [2022-04-07 17:21:35 main:574] : INFO : Epoch 1907 | loss: 0.0311737 | val_loss: 0.031182 | Time: 6794.6 ms [2022-04-07 17:21:41 main:574] : INFO : Epoch 1908 | loss: 0.0311729 | val_loss: 0.0311851 | Time: 6802.66 ms [2022-04-07 17:21:48 main:574] : INFO : Epoch 1909 | loss: 0.0311727 | val_loss: 0.0311813 | Time: 6735.74 ms [2022-04-07 17:21:55 main:574] : INFO : Epoch 1910 | loss: 0.0311726 | val_loss: 0.0311859 | Time: 6795.13 ms [2022-04-07 17:22:02 main:574] : INFO : Epoch 1911 | loss: 0.0311725 | val_loss: 0.0311811 | Time: 6743.56 ms [2022-04-07 17:22:08 main:574] : INFO : Epoch 1912 | loss: 0.0311701 | val_loss: 0.0311801 | Time: 6679.18 ms [2022-04-07 17:22:15 main:574] : INFO : Epoch 1913 | loss: 0.03117 | val_loss: 0.0311854 | Time: 6835.58 ms [2022-04-07 17:22:22 main:574] : INFO : Epoch 1914 | loss: 0.0311713 | val_loss: 0.0311802 | Time: 6811.33 ms [2022-04-07 17:22:29 main:574] : INFO : Epoch 1915 | loss: 0.0311697 | val_loss: 0.0311794 | Time: 6781.08 ms [2022-04-07 17:22:36 main:574] : INFO : Epoch 1916 | loss: 0.0311703 | val_loss: 0.0311799 | Time: 6775.81 ms [2022-04-07 17:22:42 main:574] : INFO : Epoch 1917 | loss: 0.0311717 | val_loss: 0.0311822 | Time: 6737.83 ms [2022-04-07 17:22:49 main:574] : INFO : Epoch 1918 | loss: 0.0311736 | val_loss: 0.031184 | Time: 6887.19 ms [2022-04-07 17:22:56 main:574] : INFO : Epoch 1919 | loss: 0.0311704 | val_loss: 0.0311797 | Time: 6915.93 ms [2022-04-07 17:23:03 main:574] : INFO : Epoch 1920 | loss: 0.0311699 | val_loss: 0.031178 | Time: 6860.49 ms [2022-04-07 17:23:10 main:574] : INFO : Epoch 1921 | loss: 0.0311694 | val_loss: 0.0311791 | Time: 6887.91 ms [2022-04-07 17:23:17 main:574] : INFO : Epoch 1922 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 6976.83 ms [2022-04-07 17:23:24 main:574] : INFO : Epoch 1923 | loss: 0.0311709 | val_loss: 0.0311771 | Time: 7169.35 ms [2022-04-07 17:23:32 main:574] : INFO : Epoch 1924 | loss: 0.0311712 | val_loss: 0.031178 | Time: 7855.97 ms [2022-04-07 17:23:40 main:574] : INFO : Epoch 1925 | loss: 0.0311721 | val_loss: 0.0311784 | Time: 7704.58 ms [2022-04-07 17:23:47 main:574] : INFO : Epoch 1926 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 7582.97 ms [2022-04-07 17:23:55 main:574] : INFO : Epoch 1927 | loss: 0.0311725 | val_loss: 0.0311812 | Time: 7634.98 ms [2022-04-07 17:24:03 main:574] : INFO : Epoch 1928 | loss: 0.0311711 | val_loss: 0.031178 | Time: 7844.79 ms [2022-04-07 17:24:11 main:574] : INFO : Epoch 1929 | loss: 0.0311699 | val_loss: 0.031178 | Time: 7658.76 ms [2022-04-07 17:24:18 main:574] : INFO : Epoch 1930 | loss: 0.03117 | val_loss: 0.0311777 | Time: 7711.16 ms [2022-04-07 17:24:26 main:574] : INFO : Epoch 1931 | loss: 0.0311719 | val_loss: 0.0311826 | Time: 7814.56 ms [2022-04-07 17:24:34 main:574] : INFO : Epoch 1932 | loss: 0.0311752 | val_loss: 0.031179 | Time: 7421.35 ms [2022-04-07 17:24:41 main:574] : INFO : Epoch 1933 | loss: 0.031175 | val_loss: 0.0311818 | Time: 7066.92 ms [2022-04-07 17:24:48 main:574] : INFO : Epoch 1934 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 7066.79 ms [2022-04-07 17:24:55 main:574] : INFO : Epoch 1935 | loss: 0.0311828 | val_loss: 0.0311838 | Time: 7051.16 ms [2022-04-07 17:25:02 main:574] : INFO : Epoch 1936 | loss: 0.0311907 | val_loss: 0.0311873 | Time: 7077.11 ms [2022-04-07 17:25:09 main:574] : INFO : Epoch 1937 | loss: 0.0311924 | val_loss: 0.0311952 | Time: 7072.38 ms [2022-04-07 17:25:16 main:574] : INFO : Epoch 1938 | loss: 0.031188 | val_loss: 0.0311881 | Time: 7073.39 ms [2022-04-07 17:25:23 main:574] : INFO : Epoch 1939 | loss: 0.031187 | val_loss: 0.031185 | Time: 7137.99 ms [2022-04-07 17:25:30 main:574] : INFO : Epoch 1940 | loss: 0.0311844 | val_loss: 0.0311829 | Time: 7052.51 ms [2022-04-07 17:25:37 main:574] : INFO : Epoch 1941 | loss: 0.0311825 | val_loss: 0.0311819 | Time: 6967.35 ms [2022-04-07 17:25:44 main:574] : INFO : Epoch 1942 | loss: 0.0311806 | val_loss: 0.0311821 | Time: 7016.76 ms [2022-04-07 17:25:51 main:574] : INFO : Epoch 1943 | loss: 0.0311812 | val_loss: 0.0311813 | Time: 7071.72 ms [2022-04-07 17:25:58 main:574] : INFO : Epoch 1944 | loss: 0.0311812 | val_loss: 0.0311812 | Time: 7088.58 ms [2022-04-07 17:26:06 main:574] : INFO : Epoch 1945 | loss: 0.0311806 | val_loss: 0.0311871 | Time: 7041.87 ms [2022-04-07 17:26:13 main:574] : INFO : Epoch 1946 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 7048.15 ms [2022-04-07 17:26:20 main:574] : INFO : Epoch 1947 | loss: 0.0311809 | val_loss: 0.0311841 | Time: 7051.08 ms [2022-04-07 17:26:27 main:574] : INFO : Epoch 1948 | loss: 0.0311842 | val_loss: 0.0311798 | Time: 7076.39 ms [2022-04-07 17:26:34 main:574] : INFO : Epoch 1949 | loss: 0.0311793 | val_loss: 0.031183 | Time: 6982.04 ms [2022-04-07 17:26:41 main:574] : INFO : Epoch 1950 | loss: 0.0311785 | val_loss: 0.0311775 | Time: 7091.12 ms [2022-04-07 17:26:48 main:574] : INFO : Epoch 1951 | loss: 0.0311781 | val_loss: 0.0311845 | Time: 7072.59 ms [2022-04-07 17:26:55 main:574] : INFO : Epoch 1952 | loss: 0.0311811 | val_loss: 0.0311815 | Time: 7035.62 ms [2022-04-07 17:27:02 main:574] : INFO : Epoch 1953 | loss: 0.0311786 | val_loss: 0.0311793 | Time: 7154.85 ms [2022-04-07 17:27:09 main:574] : INFO : Epoch 1954 | loss: 0.0311772 | val_loss: 0.0311797 | Time: 7027.64 ms [2022-04-07 17:27:16 main:574] : INFO : Epoch 1955 | loss: 0.0311775 | val_loss: 0.0311794 | Time: 6953.92 ms [2022-04-07 17:27:23 main:574] : INFO : Epoch 1956 | loss: 0.031178 | val_loss: 0.0311786 | Time: 7097.81 ms [2022-04-07 17:27:30 main:574] : INFO : Epoch 1957 | loss: 0.0311787 | val_loss: 0.0311807 | Time: 7103.25 ms [2022-04-07 17:27:37 main:574] : INFO : Epoch 1958 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 7064.33 ms [2022-04-07 17:27:44 main:574] : INFO : Epoch 1959 | loss: 0.0311765 | val_loss: 0.0311794 | Time: 7073.67 ms [2022-04-07 17:27:52 main:574] : INFO : Epoch 1960 | loss: 0.0311772 | val_loss: 0.0311775 | Time: 7093.35 ms [2022-04-07 17:27:59 main:574] : INFO : Epoch 1961 | loss: 0.0311756 | val_loss: 0.0311775 | Time: 7059.65 ms [2022-04-07 17:28:06 main:574] : INFO : Epoch 1962 | loss: 0.0311799 | val_loss: 0.0311794 | Time: 7024.13 ms [2022-04-07 17:28:13 main:574] : INFO : Epoch 1963 | loss: 0.0311843 | val_loss: 0.0311783 | Time: 7073.29 ms [2022-04-07 17:28:20 main:574] : INFO : Epoch 1964 | loss: 0.0311824 | val_loss: 0.031178 | Time: 6988.13 ms [2022-04-07 17:28:27 main:574] : INFO : Epoch 1965 | loss: 0.0311812 | val_loss: 0.0311788 | Time: 7063.12 ms [2022-04-07 17:28:34 main:574] : INFO : Epoch 1966 | loss: 0.0311805 | val_loss: 0.0311759 | Time: 7018.29 ms [2022-04-07 17:28:41 main:574] : INFO : Epoch 1967 | loss: 0.0311823 | val_loss: 0.0311755 | Time: 6991.3 ms [2022-04-07 17:28:48 main:574] : INFO : Epoch 1968 | loss: 0.0311794 | val_loss: 0.0311777 | Time: 7029.31 ms [2022-04-07 17:28:55 main:574] : INFO : Epoch 1969 | loss: 0.0311798 | val_loss: 0.0311784 | Time: 7070.85 ms [2022-04-07 17:29:02 main:574] : INFO : Epoch 1970 | loss: 0.0311797 | val_loss: 0.031178 | Time: 7024.34 ms [2022-04-07 17:29:09 main:574] : INFO : Epoch 1971 | loss: 0.0311787 | val_loss: 0.0311774 | Time: 7116.37 ms [2022-04-07 17:29:16 main:574] : INFO : Epoch 1972 | loss: 0.0311778 | val_loss: 0.0311754 | Time: 7148.79 ms [2022-04-07 17:29:22 main:574] : INFO : Epoch 1973 | loss: 0.0311772 | val_loss: 0.0311754 | Time: 5642.68 ms [2022-04-07 17:29:27 main:574] : INFO : Epoch 1974 | loss: 0.0311775 | val_loss: 0.0311751 | Time: 5273.12 ms [2022-04-07 17:29:33 main:574] : INFO : Epoch 1975 | loss: 0.031176 | val_loss: 0.0311757 | Time: 5301.16 ms [2022-04-07 17:29:38 main:574] : INFO : Epoch 1976 | loss: 0.0311779 | val_loss: 0.0311753 | Time: 5400.14 ms [2022-04-07 17:29:45 main:574] : INFO : Epoch 1977 | loss: 0.0311769 | val_loss: 0.0311776 | Time: 6634.03 ms [2022-04-07 17:29:52 main:574] : INFO : Epoch 1978 | loss: 0.0311797 | val_loss: 0.0311783 | Time: 7189.52 ms [2022-04-07 17:29:59 main:574] : INFO : Epoch 1979 | loss: 0.0311792 | val_loss: 0.0311784 | Time: 7076.63 ms [2022-04-07 17:30:06 main:574] : INFO : Epoch 1980 | loss: 0.0311801 | val_loss: 0.0311791 | Time: 7099.76 ms [2022-04-07 17:30:13 main:574] : INFO : Epoch 1981 | loss: 0.03118 | val_loss: 0.0311796 | Time: 7022.21 ms [2022-04-07 17:30:20 main:574] : INFO : Epoch 1982 | loss: 0.0311788 | val_loss: 0.0311762 | Time: 7152.7 ms [2022-04-07 17:30:27 main:574] : INFO : Epoch 1983 | loss: 0.031178 | val_loss: 0.0311782 | Time: 7099.33 ms [2022-04-07 17:30:35 main:574] : INFO : Epoch 1984 | loss: 0.0311789 | val_loss: 0.0311811 | Time: 7029.54 ms [2022-04-07 17:30:42 main:574] : INFO : Epoch 1985 | loss: 0.0311789 | val_loss: 0.0311786 | Time: 7216.68 ms [2022-04-07 17:30:49 main:574] : INFO : Epoch 1986 | loss: 0.0311801 | val_loss: 0.031186 | Time: 7072.03 ms [2022-04-07 17:30:56 main:574] : INFO : Epoch 1987 | loss: 0.0311811 | val_loss: 0.0311794 | Time: 7101.01 ms [2022-04-07 17:31:03 main:574] : INFO : Epoch 1988 | loss: 0.0311812 | val_loss: 0.0311803 | Time: 7053.85 ms [2022-04-07 17:31:10 main:574] : INFO : Epoch 1989 | loss: 0.0311779 | val_loss: 0.0311751 | Time: 7069.34 ms [2022-04-07 17:31:17 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.031176 | Time: 7051.01 ms [2022-04-07 17:31:24 main:574] : INFO : Epoch 1991 | loss: 0.0311775 | val_loss: 0.0311752 | Time: 7216.24 ms [2022-04-07 17:31:31 main:574] : INFO : Epoch 1992 | loss: 0.0311773 | val_loss: 0.0311743 | Time: 7025.67 ms [2022-04-07 17:31:38 main:574] : INFO : Epoch 1993 | loss: 0.0311769 | val_loss: 0.0311764 | Time: 6981.33 ms [2022-04-07 17:31:45 main:574] : INFO : Epoch 1994 | loss: 0.0311754 | val_loss: 0.0311731 | Time: 7040.54 ms [2022-04-07 17:31:53 main:574] : INFO : Epoch 1995 | loss: 0.0311751 | val_loss: 0.0311727 | Time: 7044.27 ms [2022-04-07 17:32:00 main:574] : INFO : Epoch 1996 | loss: 0.0311745 | val_loss: 0.0311731 | Time: 7096.01 ms [2022-04-07 17:32:07 main:574] : INFO : Epoch 1997 | loss: 0.0311741 | val_loss: 0.031173 | Time: 7001.15 ms [2022-04-07 17:32:14 main:574] : INFO : Epoch 1998 | loss: 0.0311757 | val_loss: 0.0311786 | Time: 7196.72 ms [2022-04-07 17:32:21 main:574] : INFO : Epoch 1999 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 7040.41 ms [2022-04-07 17:32:28 main:574] : INFO : Epoch 2000 | loss: 0.0311743 | val_loss: 0.0311733 | Time: 7053.52 ms [2022-04-07 17:32:35 main:574] : INFO : Epoch 2001 | loss: 0.0311736 | val_loss: 0.0311753 | Time: 7090.77 ms [2022-04-07 17:32:42 main:574] : INFO : Epoch 2002 | loss: 0.0311747 | val_loss: 0.0311827 | Time: 7106.3 ms [2022-04-07 17:32:49 main:574] : INFO : Epoch 2003 | loss: 0.0311765 | val_loss: 0.0311742 | Time: 7044.29 ms [2022-04-07 17:32:56 main:574] : INFO : Epoch 2004 | loss: 0.0311739 | val_loss: 0.0311737 | Time: 6972.19 ms [2022-04-07 17:33:03 main:574] : INFO : Epoch 2005 | loss: 0.0311737 | val_loss: 0.0311741 | Time: 6983.51 ms [2022-04-07 17:33:10 main:574] : INFO : Epoch 2006 | loss: 0.031174 | val_loss: 0.0311753 | Time: 6923.47 ms [2022-04-07 17:33:17 main:574] : INFO : Epoch 2007 | loss: 0.0311725 | val_loss: 0.0311734 | Time: 7047.49 ms [2022-04-07 17:33:24 main:574] : INFO : Epoch 2008 | loss: 0.0311734 | val_loss: 0.0311741 | Time: 7081.4 ms [2022-04-07 17:33:31 main:574] : INFO : Epoch 2009 | loss: 0.031173 | val_loss: 0.0311743 | Time: 7128.64 ms [2022-04-07 17:33:38 main:574] : INFO : Epoch 2010 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 6954.62 ms [2022-04-07 17:33:46 main:574] : INFO : Epoch 2011 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 7139.61 ms [2022-04-07 17:33:53 main:574] : INFO : Epoch 2012 | loss: 0.0311717 | val_loss: 0.0311735 | Time: 7060.17 ms [2022-04-07 17:34:00 main:574] : INFO : Epoch 2013 | loss: 0.0311717 | val_loss: 0.031172 | Time: 7011.87 ms [2022-04-07 17:34:07 main:574] : INFO : Epoch 2014 | loss: 0.0311731 | val_loss: 0.0311757 | Time: 7072.19 ms [2022-04-07 17:34:14 main:574] : INFO : Epoch 2015 | loss: 0.0311719 | val_loss: 0.0311752 | Time: 7023.81 ms [2022-04-07 17:34:21 main:574] : INFO : Epoch 2016 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 7060.98 ms [2022-04-07 17:34:28 main:574] : INFO : Epoch 2017 | loss: 0.031172 | val_loss: 0.0311738 | Time: 7113.41 ms [2022-04-07 17:34:35 main:574] : INFO : Epoch 2018 | loss: 0.031171 | val_loss: 0.0311737 | Time: 6998.24 ms [2022-04-07 17:34:42 main:574] : INFO : Epoch 2019 | loss: 0.031172 | val_loss: 0.0311742 | Time: 6801.86 ms [2022-04-07 17:34:49 main:574] : INFO : Epoch 2020 | loss: 0.031171 | val_loss: 0.0311733 | Time: 6867.06 ms [2022-04-07 17:34:55 main:574] : INFO : Epoch 2021 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 6755.78 ms [2022-04-07 17:35:02 main:574] : INFO : Epoch 2022 | loss: 0.0311743 | val_loss: 0.0311737 | Time: 6844.83 ms [2022-04-07 17:35:09 main:574] : INFO : Epoch 2023 | loss: 0.031172 | val_loss: 0.0311745 | Time: 6777.93 ms [2022-04-07 17:35:16 main:574] : INFO : Epoch 2024 | loss: 0.0311721 | val_loss: 0.0311736 | Time: 6758.9 ms [2022-04-07 17:35:23 main:574] : INFO : Epoch 2025 | loss: 0.0311707 | val_loss: 0.0311729 | Time: 6695.51 ms [2022-04-07 17:35:29 main:574] : INFO : Epoch 2026 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 6692.04 ms [2022-04-07 17:35:36 main:574] : INFO : Epoch 2027 | loss: 0.0311743 | val_loss: 0.0311749 | Time: 6731.09 ms [2022-04-07 17:35:43 main:574] : INFO : Epoch 2028 | loss: 0.0311709 | val_loss: 0.0311728 | Time: 6818.44 ms [2022-04-07 17:35:50 main:574] : INFO : Epoch 2029 | loss: 0.0311698 | val_loss: 0.0311736 | Time: 6728.57 ms [2022-04-07 17:35:56 main:574] : INFO : Epoch 2030 | loss: 0.0311698 | val_loss: 0.0311743 | Time: 6793.45 ms [2022-04-07 17:36:03 main:574] : INFO : Epoch 2031 | loss: 0.0311695 | val_loss: 0.0311737 | Time: 6749.71 ms [2022-04-07 17:36:10 main:574] : INFO : Epoch 2032 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 6774.71 ms [2022-04-07 17:36:17 main:574] : INFO : Epoch 2033 | loss: 0.0311789 | val_loss: 0.0311796 | Time: 6645.85 ms [2022-04-07 17:36:23 main:574] : INFO : Epoch 2034 | loss: 0.0311778 | val_loss: 0.0311772 | Time: 6743.24 ms [2022-04-07 17:36:30 main:574] : INFO : Epoch 2035 | loss: 0.0311763 | val_loss: 0.0311774 | Time: 6718.64 ms [2022-04-07 17:36:37 main:574] : INFO : Epoch 2036 | loss: 0.0311783 | val_loss: 0.0311801 | Time: 6873.06 ms [2022-04-07 17:36:44 main:574] : INFO : Epoch 2037 | loss: 0.0311809 | val_loss: 0.0311832 | Time: 6795.73 ms [2022-04-07 17:36:51 main:574] : INFO : Epoch 2038 | loss: 0.0311788 | val_loss: 0.0311757 | Time: 6776.57 ms [2022-04-07 17:36:57 main:574] : INFO : Epoch 2039 | loss: 0.0311751 | val_loss: 0.0311754 | Time: 6804.42 ms [2022-04-07 17:37:04 main:574] : INFO : Epoch 2040 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 6881.36 ms [2022-04-07 17:37:11 main:574] : INFO : Epoch 2041 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 6974.04 ms [2022-04-07 17:37:18 main:574] : INFO : Epoch 2042 | loss: 0.0311748 | val_loss: 0.0311755 | Time: 7116.45 ms [2022-04-07 17:37:25 main:574] : INFO : Epoch 2043 | loss: 0.031175 | val_loss: 0.0311754 | Time: 7015.37 ms [2022-04-07 17:37:32 main:574] : INFO : Epoch 2044 | loss: 0.0311744 | val_loss: 0.0311754 | Time: 6982.14 ms [2022-04-07 17:37:39 main:574] : INFO : Epoch 2045 | loss: 0.031176 | val_loss: 0.0311754 | Time: 7047.41 ms [2022-04-07 17:37:47 main:574] : INFO : Epoch 2046 | loss: 0.0311772 | val_loss: 0.0311805 | Time: 7071.15 ms [2022-04-07 17:37:54 main:574] : INFO : Epoch 2047 | loss: 0.0311748 | val_loss: 0.0311808 | Time: 7041.6 ms [2022-04-07 17:38:01 main:574] : INFO : Epoch 2048 | loss: 0.0311738 | val_loss: 0.0311753 | Time: 7026.29 ms [2022-04-07 17:38:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311753 [2022-04-07 17:38:01 main:603] : INFO : Saving end state to config to file [2022-04-07 17:38:01 main:608] : INFO : Success, exiting.. 17:38:01 (12128): 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)