Task 6819930
| Name | ParityMachine-1627977298-24688-3_0 |
| Workunit | 4552815 |
| Created | 23 Aug 2021, 9:09:26 UTC |
| Sent | 26 Aug 2021, 22:16:34 UTC |
| Report deadline | 2 Sep 2021, 22:16:34 UTC |
| Received | 27 Aug 2021, 9:22:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13621 |
| Run time | 41 min 1 sec |
| CPU time | 40 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,469.35 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.37 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 1193.07 ms
[2021-08-27 10:01:02 main:574] : INFO : Epoch 1543 | loss: 0.0311607 | val_loss: 0.0311686 | Time: 1183.47 ms
[2021-08-27 10:01:03 main:574] : INFO : Epoch 1544 | loss: 0.0311559 | val_loss: 0.031167 | Time: 1197.9 ms
[2021-08-27 10:01:04 main:574] : INFO : Epoch 1545 | loss: 0.0311553 | val_loss: 0.0311679 | Time: 1195.17 ms
[2021-08-27 10:01:06 main:574] : INFO : Epoch 1546 | loss: 0.0311589 | val_loss: 0.0311699 | Time: 1184.6 ms
[2021-08-27 10:01:07 main:574] : INFO : Epoch 1547 | loss: 0.0311578 | val_loss: 0.0311692 | Time: 1193.74 ms
[2021-08-27 10:01:08 main:574] : INFO : Epoch 1548 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1183.01 ms
[2021-08-27 10:01:09 main:574] : INFO : Epoch 1549 | loss: 0.0311584 | val_loss: 0.0311681 | Time: 1190.54 ms
[2021-08-27 10:01:10 main:574] : INFO : Epoch 1550 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 1188.02 ms
[2021-08-27 10:01:12 main:574] : INFO : Epoch 1551 | loss: 0.0311587 | val_loss: 0.0311668 | Time: 1180.06 ms
[2021-08-27 10:01:13 main:574] : INFO : Epoch 1552 | loss: 0.03116 | val_loss: 0.0311672 | Time: 1201.21 ms
[2021-08-27 10:01:14 main:574] : INFO : Epoch 1553 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 1187.07 ms
[2021-08-27 10:01:15 main:574] : INFO : Epoch 1554 | loss: 0.0311594 | val_loss: 0.0311703 | Time: 1186.33 ms
[2021-08-27 10:01:16 main:574] : INFO : Epoch 1555 | loss: 0.0311568 | val_loss: 0.0311677 | Time: 1191.66 ms
[2021-08-27 10:01:18 main:574] : INFO : Epoch 1556 | loss: 0.0311556 | val_loss: 0.0311676 | Time: 1197.19 ms
[2021-08-27 10:01:19 main:574] : INFO : Epoch 1557 | loss: 0.0311559 | val_loss: 0.0311672 | Time: 1185.1 ms
[2021-08-27 10:01:20 main:574] : INFO : Epoch 1558 | loss: 0.0311557 | val_loss: 0.0311685 | Time: 1187.86 ms
[2021-08-27 10:01:21 main:574] : INFO : Epoch 1559 | loss: 0.0311588 | val_loss: 0.0311696 | Time: 1186.31 ms
[2021-08-27 10:01:22 main:574] : INFO : Epoch 1560 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 1192.09 ms
[2021-08-27 10:01:24 main:574] : INFO : Epoch 1561 | loss: 0.0311585 | val_loss: 0.0311674 | Time: 1195.09 ms
[2021-08-27 10:01:25 main:574] : INFO : Epoch 1562 | loss: 0.0311577 | val_loss: 0.0311675 | Time: 1181.63 ms
[2021-08-27 10:01:26 main:574] : INFO : Epoch 1563 | loss: 0.0311584 | val_loss: 0.0311669 | Time: 1184.34 ms
[2021-08-27 10:01:27 main:574] : INFO : Epoch 1564 | loss: 0.0311579 | val_loss: 0.0311689 | Time: 1195.33 ms
[2021-08-27 10:01:28 main:574] : INFO : Epoch 1565 | loss: 0.0311582 | val_loss: 0.0311664 | Time: 1205.84 ms
[2021-08-27 10:01:30 main:574] : INFO : Epoch 1566 | loss: 0.0311586 | val_loss: 0.0311674 | Time: 1180.9 ms
[2021-08-27 10:01:31 main:574] : INFO : Epoch 1567 | loss: 0.0311609 | val_loss: 0.0311685 | Time: 1185.39 ms
[2021-08-27 10:01:32 main:574] : INFO : Epoch 1568 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 1208.48 ms
[2021-08-27 10:01:33 main:574] : INFO : Epoch 1569 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 1197.76 ms
[2021-08-27 10:01:34 main:574] : INFO : Epoch 1570 | loss: 0.0311673 | val_loss: 0.031171 | Time: 1186.8 ms
[2021-08-27 10:01:36 main:574] : INFO : Epoch 1571 | loss: 0.0311646 | val_loss: 0.0311683 | Time: 1183.39 ms
[2021-08-27 10:01:37 main:574] : INFO : Epoch 1572 | loss: 0.0311635 | val_loss: 0.0311668 | Time: 1189 ms
[2021-08-27 10:01:38 main:574] : INFO : Epoch 1573 | loss: 0.0311641 | val_loss: 0.0311701 | Time: 1186.86 ms
[2021-08-27 10:01:39 main:574] : INFO : Epoch 1574 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 1187.14 ms
[2021-08-27 10:01:40 main:574] : INFO : Epoch 1575 | loss: 0.0311616 | val_loss: 0.031172 | Time: 1195.97 ms
[2021-08-27 10:01:41 main:574] : INFO : Epoch 1576 | loss: 0.0311612 | val_loss: 0.0311698 | Time: 1189.9 ms
[2021-08-27 10:01:43 main:574] : INFO : Epoch 1577 | loss: 0.0311618 | val_loss: 0.0311705 | Time: 1186.16 ms
[2021-08-27 10:01:44 main:574] : INFO : Epoch 1578 | loss: 0.0311622 | val_loss: 0.031173 | Time: 1180.91 ms
[2021-08-27 10:01:45 main:574] : INFO : Epoch 1579 | loss: 0.0311686 | val_loss: 0.0311796 | Time: 1194.11 ms
[2021-08-27 10:01:46 main:574] : INFO : Epoch 1580 | loss: 0.0311741 | val_loss: 0.0311788 | Time: 1190.88 ms
[2021-08-27 10:01:47 main:574] : INFO : Epoch 1581 | loss: 0.0311761 | val_loss: 0.0311767 | Time: 1199.61 ms
[2021-08-27 10:01:49 main:574] : INFO : Epoch 1582 | loss: 0.0311742 | val_loss: 0.0311778 | Time: 1201.91 ms
[2021-08-27 10:01:50 main:574] : INFO : Epoch 1583 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1194.2 ms
[2021-08-27 10:01:51 main:574] : INFO : Epoch 1584 | loss: 0.0311708 | val_loss: 0.0311763 | Time: 1203.19 ms
[2021-08-27 10:01:52 main:574] : INFO : Epoch 1585 | loss: 0.031173 | val_loss: 0.0311801 | Time: 1194.8 ms
[2021-08-27 10:01:53 main:574] : INFO : Epoch 1586 | loss: 0.0311734 | val_loss: 0.0311758 | Time: 1190.89 ms
[2021-08-27 10:01:55 main:574] : INFO : Epoch 1587 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 1187.94 ms
[2021-08-27 10:01:56 main:574] : INFO : Epoch 1588 | loss: 0.0311731 | val_loss: 0.0311758 | Time: 1189.61 ms
[2021-08-27 10:01:57 main:574] : INFO : Epoch 1589 | loss: 0.031171 | val_loss: 0.0311749 | Time: 1195.42 ms
[2021-08-27 10:01:58 main:574] : INFO : Epoch 1590 | loss: 0.0311725 | val_loss: 0.0311822 | Time: 1198.66 ms
[2021-08-27 10:01:59 main:574] : INFO : Epoch 1591 | loss: 0.0311726 | val_loss: 0.0311753 | Time: 1192.92 ms
[2021-08-27 10:02:01 main:574] : INFO : Epoch 1592 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 1189.25 ms
[2021-08-27 10:02:02 main:574] : INFO : Epoch 1593 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 1189.7 ms
[2021-08-27 10:02:03 main:574] : INFO : Epoch 1594 | loss: 0.0311802 | val_loss: 0.0311813 | Time: 1179.91 ms
[2021-08-27 10:02:04 main:574] : INFO : Epoch 1595 | loss: 0.0311802 | val_loss: 0.0311815 | Time: 1183.6 ms
[2021-08-27 10:02:05 main:574] : INFO : Epoch 1596 | loss: 0.0311804 | val_loss: 0.0311834 | Time: 1189.74 ms
[2021-08-27 10:02:07 main:574] : INFO : Epoch 1597 | loss: 0.0311797 | val_loss: 0.0311821 | Time: 1210.62 ms
[2021-08-27 10:02:08 main:574] : INFO : Epoch 1598 | loss: 0.0311787 | val_loss: 0.0311859 | Time: 1181.73 ms
[2021-08-27 10:02:09 main:574] : INFO : Epoch 1599 | loss: 0.0311785 | val_loss: 0.0311846 | Time: 1184.24 ms
[2021-08-27 10:02:10 main:574] : INFO : Epoch 1600 | loss: 0.0311782 | val_loss: 0.0311828 | Time: 1190.44 ms
[2021-08-27 10:02:11 main:574] : INFO : Epoch 1601 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 1187.36 ms
[2021-08-27 10:02:13 main:574] : INFO : Epoch 1602 | loss: 0.0311755 | val_loss: 0.0311813 | Time: 1191.4 ms
[2021-08-27 10:02:14 main:574] : INFO : Epoch 1603 | loss: 0.0311754 | val_loss: 0.0311814 | Time: 1176.68 ms
[2021-08-27 10:02:15 main:574] : INFO : Epoch 1604 | loss: 0.0311756 | val_loss: 0.0311802 | Time: 1182.31 ms
[2021-08-27 10:02:16 main:574] : INFO : Epoch 1605 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1195.35 ms
[2021-08-27 10:02:17 main:574] : INFO : Epoch 1606 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 1205.49 ms
[2021-08-27 10:02:19 main:574] : INFO : Epoch 1607 | loss: 0.0311763 | val_loss: 0.0311787 | Time: 1199.73 ms
[2021-08-27 10:02:20 main:574] : INFO : Epoch 1608 | loss: 0.0311739 | val_loss: 0.0311801 | Time: 1182.13 ms
[2021-08-27 10:02:21 main:574] : INFO : Epoch 1609 | loss: 0.0311758 | val_loss: 0.0311806 | Time: 1190.18 ms
[2021-08-27 10:02:22 main:574] : INFO : Epoch 1610 | loss: 0.0311748 | val_loss: 0.031179 | Time: 1189.17 ms
[2021-08-27 10:02:23 main:574] : INFO : Epoch 1611 | loss: 0.0311733 | val_loss: 0.0311797 | Time: 1197.02 ms
[2021-08-27 10:02:25 main:574] : INFO : Epoch 1612 | loss: 0.0311721 | val_loss: 0.0311813 | Time: 1181.71 ms
[2021-08-27 10:02:26 main:574] : INFO : Epoch 1613 | loss: 0.0311726 | val_loss: 0.0311808 | Time: 1195.18 ms
[2021-08-27 10:02:27 main:574] : INFO : Epoch 1614 | loss: 0.0311718 | val_loss: 0.0311798 | Time: 1185.11 ms
[2021-08-27 10:02:28 main:574] : INFO : Epoch 1615 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 1178.54 ms
[2021-08-27 10:02:29 main:574] : INFO : Epoch 1616 | loss: 0.0311713 | val_loss: 0.031179 | Time: 1184.25 ms
[2021-08-27 10:02:31 main:574] : INFO : Epoch 1617 | loss: 0.0311718 | val_loss: 0.0311784 | Time: 1191.84 ms
[2021-08-27 10:02:32 main:574] : INFO : Epoch 1618 | loss: 0.0311714 | val_loss: 0.0311792 | Time: 1183.11 ms
[2021-08-27 10:02:33 main:574] : INFO : Epoch 1619 | loss: 0.0311715 | val_loss: 0.03118 | Time: 1179.88 ms
[2021-08-27 10:02:34 main:574] : INFO : Epoch 1620 | loss: 0.0311714 | val_loss: 0.0311808 | Time: 1189.18 ms
[2021-08-27 10:02:35 main:574] : INFO : Epoch 1621 | loss: 0.0311701 | val_loss: 0.0311818 | Time: 1208.32 ms
[2021-08-27 10:02:36 main:574] : INFO : Epoch 1622 | loss: 0.0311712 | val_loss: 0.0311875 | Time: 1189.36 ms
[2021-08-27 10:02:38 main:574] : INFO : Epoch 1623 | loss: 0.0311729 | val_loss: 0.0311816 | Time: 1187.32 ms
[2021-08-27 10:02:39 main:574] : INFO : Epoch 1624 | loss: 0.0311699 | val_loss: 0.031179 | Time: 1180.48 ms
[2021-08-27 10:02:40 main:574] : INFO : Epoch 1625 | loss: 0.031171 | val_loss: 0.0311782 | Time: 1183.06 ms
[2021-08-27 10:02:41 main:574] : INFO : Epoch 1626 | loss: 0.031173 | val_loss: 0.0311783 | Time: 1184.64 ms
[2021-08-27 10:02:42 main:574] : INFO : Epoch 1627 | loss: 0.031173 | val_loss: 0.0311802 | Time: 1185.77 ms
[2021-08-27 10:02:44 main:574] : INFO : Epoch 1628 | loss: 0.0311945 | val_loss: 0.0312231 | Time: 1199.84 ms
[2021-08-27 10:02:45 main:574] : INFO : Epoch 1629 | loss: 0.0311858 | val_loss: 0.0311811 | Time: 1181.76 ms
[2021-08-27 10:02:46 main:574] : INFO : Epoch 1630 | loss: 0.0311713 | val_loss: 0.0311799 | Time: 1185.48 ms
[2021-08-27 10:02:47 main:574] : INFO : Epoch 1631 | loss: 0.0311685 | val_loss: 0.0311819 | Time: 1191.36 ms
[2021-08-27 10:02:48 main:574] : INFO : Epoch 1632 | loss: 0.0311694 | val_loss: 0.0311792 | Time: 1185.74 ms
[2021-08-27 10:02:50 main:574] : INFO : Epoch 1633 | loss: 0.0311688 | val_loss: 0.0311801 | Time: 1184.27 ms
[2021-08-27 10:02:51 main:574] : INFO : Epoch 1634 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 1208.56 ms
[2021-08-27 10:02:52 main:574] : INFO : Epoch 1635 | loss: 0.0311732 | val_loss: 0.0311782 | Time: 1194.92 ms
[2021-08-27 10:02:53 main:574] : INFO : Epoch 1636 | loss: 0.03117 | val_loss: 0.031179 | Time: 1192.08 ms
[2021-08-27 10:02:54 main:574] : INFO : Epoch 1637 | loss: 0.0311694 | val_loss: 0.0311781 | Time: 1193.75 ms
[2021-08-27 10:02:56 main:574] : INFO : Epoch 1638 | loss: 0.03117 | val_loss: 0.0311767 | Time: 1187.78 ms
[2021-08-27 10:02:57 main:574] : INFO : Epoch 1639 | loss: 0.0311688 | val_loss: 0.0311792 | Time: 1188.24 ms
[2021-08-27 10:02:58 main:574] : INFO : Epoch 1640 | loss: 0.0311699 | val_loss: 0.0311787 | Time: 1181.98 ms
[2021-08-27 10:02:59 main:574] : INFO : Epoch 1641 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 1182.71 ms
[2021-08-27 10:03:00 main:574] : INFO : Epoch 1642 | loss: 0.0311729 | val_loss: 0.0311831 | Time: 1190.28 ms
[2021-08-27 10:03:02 main:574] : INFO : Epoch 1643 | loss: 0.0311756 | val_loss: 0.0311832 | Time: 1181.25 ms
[2021-08-27 10:03:03 main:574] : INFO : Epoch 1644 | loss: 0.031175 | val_loss: 0.0311804 | Time: 1190.2 ms
[2021-08-27 10:03:04 main:574] : INFO : Epoch 1645 | loss: 0.031173 | val_loss: 0.0311826 | Time: 1182.52 ms
[2021-08-27 10:03:05 main:574] : INFO : Epoch 1646 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 1195.1 ms
[2021-08-27 10:03:06 main:574] : INFO : Epoch 1647 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 1178.1 ms
[2021-08-27 10:03:08 main:574] : INFO : Epoch 1648 | loss: 0.0311725 | val_loss: 0.0311792 | Time: 1186.86 ms
[2021-08-27 10:03:09 main:574] : INFO : Epoch 1649 | loss: 0.0311741 | val_loss: 0.0311863 | Time: 1181.67 ms
[2021-08-27 10:03:10 main:574] : INFO : Epoch 1650 | loss: 0.0311733 | val_loss: 0.0311828 | Time: 1190.4 ms
[2021-08-27 10:03:11 main:574] : INFO : Epoch 1651 | loss: 0.0311733 | val_loss: 0.031179 | Time: 1194.85 ms
[2021-08-27 10:03:12 main:574] : INFO : Epoch 1652 | loss: 0.0311729 | val_loss: 0.0311778 | Time: 1191.17 ms
[2021-08-27 10:03:14 main:574] : INFO : Epoch 1653 | loss: 0.0311725 | val_loss: 0.0311779 | Time: 1194.92 ms
[2021-08-27 10:03:15 main:574] : INFO : Epoch 1654 | loss: 0.0311717 | val_loss: 0.0311774 | Time: 1188.04 ms
[2021-08-27 10:03:16 main:574] : INFO : Epoch 1655 | loss: 0.0311711 | val_loss: 0.0311777 | Time: 1184.17 ms
[2021-08-27 10:03:17 main:574] : INFO : Epoch 1656 | loss: 0.0311723 | val_loss: 0.0311776 | Time: 1200.14 ms
[2021-08-27 10:03:18 main:574] : INFO : Epoch 1657 | loss: 0.0311712 | val_loss: 0.0311772 | Time: 1191.04 ms
[2021-08-27 10:03:19 main:574] : INFO : Epoch 1658 | loss: 0.0311705 | val_loss: 0.0311776 | Time: 1192.43 ms
[2021-08-27 10:03:21 main:574] : INFO : Epoch 1659 | loss: 0.0311702 | val_loss: 0.0311773 | Time: 1187.35 ms
[2021-08-27 10:03:22 main:574] : INFO : Epoch 1660 | loss: 0.03117 | val_loss: 0.0311769 | Time: 1192.26 ms
[2021-08-27 10:03:23 main:574] : INFO : Epoch 1661 | loss: 0.0311719 | val_loss: 0.0311818 | Time: 1196.52 ms
[2021-08-27 10:03:24 main:574] : INFO : Epoch 1662 | loss: 0.0311705 | val_loss: 0.0311766 | Time: 1187.35 ms
[2021-08-27 10:03:25 main:574] : INFO : Epoch 1663 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1187.13 ms
[2021-08-27 10:03:27 main:574] : INFO : Epoch 1664 | loss: 0.0311704 | val_loss: 0.0311765 | Time: 1189.99 ms
[2021-08-27 10:03:28 main:574] : INFO : Epoch 1665 | loss: 0.0311688 | val_loss: 0.0311757 | Time: 1186.43 ms
[2021-08-27 10:03:29 main:574] : INFO : Epoch 1666 | loss: 0.0311688 | val_loss: 0.0311759 | Time: 1194.14 ms
[2021-08-27 10:03:30 main:574] : INFO : Epoch 1667 | loss: 0.0311694 | val_loss: 0.031178 | Time: 1183.79 ms
[2021-08-27 10:03:31 main:574] : INFO : Epoch 1668 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 1195.03 ms
[2021-08-27 10:03:33 main:574] : INFO : Epoch 1669 | loss: 0.0311688 | val_loss: 0.0311763 | Time: 1190.69 ms
[2021-08-27 10:03:34 main:574] : INFO : Epoch 1670 | loss: 0.0311698 | val_loss: 0.0311795 | Time: 1197.17 ms
[2021-08-27 10:03:35 main:574] : INFO : Epoch 1671 | loss: 0.0311696 | val_loss: 0.0311792 | Time: 1197.35 ms
[2021-08-27 10:03:36 main:574] : INFO : Epoch 1672 | loss: 0.0311683 | val_loss: 0.031177 | Time: 1189.52 ms
[2021-08-27 10:03:37 main:574] : INFO : Epoch 1673 | loss: 0.0311684 | val_loss: 0.0311762 | Time: 1203.71 ms
[2021-08-27 10:03:39 main:574] : INFO : Epoch 1674 | loss: 0.0311679 | val_loss: 0.0311772 | Time: 1197.79 ms
[2021-08-27 10:03:40 main:574] : INFO : Epoch 1675 | loss: 0.0311681 | val_loss: 0.0311775 | Time: 1185.73 ms
[2021-08-27 10:03:41 main:574] : INFO : Epoch 1676 | loss: 0.0311672 | val_loss: 0.031179 | Time: 1195.08 ms
[2021-08-27 10:03:42 main:574] : INFO : Epoch 1677 | loss: 0.0311675 | val_loss: 0.0311774 | Time: 1188.83 ms
[2021-08-27 10:03:43 main:574] : INFO : Epoch 1678 | loss: 0.0311679 | val_loss: 0.0311767 | Time: 1200.9 ms
[2021-08-27 10:03:45 main:574] : INFO : Epoch 1679 | loss: 0.0311678 | val_loss: 0.0311787 | Time: 1197.41 ms
[2021-08-27 10:03:46 main:574] : INFO : Epoch 1680 | loss: 0.031168 | val_loss: 0.0311774 | Time: 1190.58 ms
[2021-08-27 10:03:47 main:574] : INFO : Epoch 1681 | loss: 0.0311689 | val_loss: 0.031182 | Time: 1193.38 ms
[2021-08-27 10:03:48 main:574] : INFO : Epoch 1682 | loss: 0.0311697 | val_loss: 0.0311785 | Time: 1194.24 ms
[2021-08-27 10:03:49 main:574] : INFO : Epoch 1683 | loss: 0.0311691 | val_loss: 0.0311859 | Time: 1198.56 ms
[2021-08-27 10:03:51 main:574] : INFO : Epoch 1684 | loss: 0.0311724 | val_loss: 0.0311817 | Time: 1197.55 ms
[2021-08-27 10:03:52 main:574] : INFO : Epoch 1685 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 1199.7 ms
[2021-08-27 10:03:53 main:574] : INFO : Epoch 1686 | loss: 0.0311679 | val_loss: 0.031176 | Time: 1186.27 ms
[2021-08-27 10:03:54 main:574] : INFO : Epoch 1687 | loss: 0.0311698 | val_loss: 0.0311754 | Time: 1195.87 ms
[2021-08-27 10:03:55 main:574] : INFO : Epoch 1688 | loss: 0.0311688 | val_loss: 0.0311756 | Time: 1191.86 ms
[2021-08-27 10:03:57 main:574] : INFO : Epoch 1689 | loss: 0.0311671 | val_loss: 0.0311782 | Time: 1196.28 ms
[2021-08-27 10:03:58 main:574] : INFO : Epoch 1690 | loss: 0.0311672 | val_loss: 0.0311773 | Time: 1199.95 ms
[2021-08-27 10:03:59 main:574] : INFO : Epoch 1691 | loss: 0.0311677 | val_loss: 0.0311781 | Time: 1185.67 ms
[2021-08-27 10:04:00 main:574] : INFO : Epoch 1692 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 1192.22 ms
[2021-08-27 10:04:01 main:574] : INFO : Epoch 1693 | loss: 0.0311686 | val_loss: 0.0311746 | Time: 1196.57 ms
[2021-08-27 10:04:03 main:574] : INFO : Epoch 1694 | loss: 0.0311675 | val_loss: 0.0311749 | Time: 1185.19 ms
[2021-08-27 10:04:04 main:574] : INFO : Epoch 1695 | loss: 0.031167 | val_loss: 0.0311743 | Time: 1191.42 ms
[2021-08-27 10:04:05 main:574] : INFO : Epoch 1696 | loss: 0.0311664 | val_loss: 0.0311752 | Time: 1182.82 ms
[2021-08-27 10:04:06 main:574] : INFO : Epoch 1697 | loss: 0.031166 | val_loss: 0.0311753 | Time: 1194.81 ms
[2021-08-27 10:04:07 main:574] : INFO : Epoch 1698 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 1189.14 ms
[2021-08-27 10:04:09 main:574] : INFO : Epoch 1699 | loss: 0.031166 | val_loss: 0.0311741 | Time: 1190.47 ms
[2021-08-27 10:04:10 main:574] : INFO : Epoch 1700 | loss: 0.0311658 | val_loss: 0.0311754 | Time: 1193.77 ms
[2021-08-27 10:04:11 main:574] : INFO : Epoch 1701 | loss: 0.031171 | val_loss: 0.0311775 | Time: 1195.05 ms
[2021-08-27 10:04:12 main:574] : INFO : Epoch 1702 | loss: 0.0311741 | val_loss: 0.0311766 | Time: 1197.64 ms
[2021-08-27 10:04:13 main:574] : INFO : Epoch 1703 | loss: 0.0311709 | val_loss: 0.031175 | Time: 1187.87 ms
[2021-08-27 10:04:15 main:574] : INFO : Epoch 1704 | loss: 0.0311682 | val_loss: 0.0311787 | Time: 1193.08 ms
[2021-08-27 10:04:16 main:574] : INFO : Epoch 1705 | loss: 0.0311688 | val_loss: 0.0311753 | Time: 1188.31 ms
[2021-08-27 10:04:17 main:574] : INFO : Epoch 1706 | loss: 0.031169 | val_loss: 0.0311751 | Time: 1209.85 ms
[2021-08-27 10:04:18 main:574] : INFO : Epoch 1707 | loss: 0.0311689 | val_loss: 0.0311765 | Time: 1188.14 ms
[2021-08-27 10:04:19 main:574] : INFO : Epoch 1708 | loss: 0.0311661 | val_loss: 0.0311772 | Time: 1195.63 ms
[2021-08-27 10:04:21 main:574] : INFO : Epoch 1709 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 1192.08 ms
[2021-08-27 10:04:22 main:574] : INFO : Epoch 1710 | loss: 0.0311658 | val_loss: 0.0311737 | Time: 1187.75 ms
[2021-08-27 10:04:23 main:574] : INFO : Epoch 1711 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 1197.8 ms
[2021-08-27 10:04:24 main:574] : INFO : Epoch 1712 | loss: 0.0311663 | val_loss: 0.0311747 | Time: 1186.29 ms
[2021-08-27 10:04:25 main:574] : INFO : Epoch 1713 | loss: 0.0311656 | val_loss: 0.0311765 | Time: 1197.71 ms
[2021-08-27 10:04:27 main:574] : INFO : Epoch 1714 | loss: 0.0311658 | val_loss: 0.0311758 | Time: 1180.99 ms
[2021-08-27 10:04:28 main:574] : INFO : Epoch 1715 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 1193.2 ms
[2021-08-27 10:04:29 main:574] : INFO : Epoch 1716 | loss: 0.031166 | val_loss: 0.0311743 | Time: 1190.69 ms
[2021-08-27 10:04:30 main:574] : INFO : Epoch 1717 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 1191.78 ms
[2021-08-27 10:04:31 main:574] : INFO : Epoch 1718 | loss: 0.0311662 | val_loss: 0.0311729 | Time: 1195.11 ms
[2021-08-27 10:04:33 main:574] : INFO : Epoch 1719 | loss: 0.0311653 | val_loss: 0.0311735 | Time: 1211.01 ms
[2021-08-27 10:04:34 main:574] : INFO : Epoch 1720 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 1181.3 ms
[2021-08-27 10:04:35 main:574] : INFO : Epoch 1721 | loss: 0.0311653 | val_loss: 0.0311759 | Time: 1182.75 ms
[2021-08-27 10:04:36 main:574] : INFO : Epoch 1722 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 1200.7 ms
[2021-08-27 10:04:37 main:574] : INFO : Epoch 1723 | loss: 0.0311655 | val_loss: 0.0311744 | Time: 1187.98 ms
[2021-08-27 10:04:39 main:574] : INFO : Epoch 1724 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 1204.64 ms
[2021-08-27 10:04:40 main:574] : INFO : Epoch 1725 | loss: 0.031164 | val_loss: 0.0311737 | Time: 1202.62 ms
[2021-08-27 10:04:41 main:574] : INFO : Epoch 1726 | loss: 0.0311643 | val_loss: 0.0311735 | Time: 1184.72 ms
[2021-08-27 10:04:42 main:574] : INFO : Epoch 1727 | loss: 0.0311637 | val_loss: 0.0311755 | Time: 1183.25 ms
[2021-08-27 10:04:43 main:574] : INFO : Epoch 1728 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 1193.15 ms
[2021-08-27 10:04:45 main:574] : INFO : Epoch 1729 | loss: 0.0311643 | val_loss: 0.031175 | Time: 1214.26 ms
[2021-08-27 10:04:46 main:574] : INFO : Epoch 1730 | loss: 0.0311642 | val_loss: 0.0311728 | Time: 1189.11 ms
[2021-08-27 10:04:47 main:574] : INFO : Epoch 1731 | loss: 0.0311643 | val_loss: 0.0311734 | Time: 1189.56 ms
[2021-08-27 10:04:48 main:574] : INFO : Epoch 1732 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 1189.84 ms
[2021-08-27 10:04:49 main:574] : INFO : Epoch 1733 | loss: 0.0311658 | val_loss: 0.0311791 | Time: 1195.6 ms
[2021-08-27 10:04:51 main:574] : INFO : Epoch 1734 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 1189.8 ms
[2021-08-27 10:04:52 main:574] : INFO : Epoch 1735 | loss: 0.0311653 | val_loss: 0.0311775 | Time: 1196.51 ms
[2021-08-27 10:04:53 main:574] : INFO : Epoch 1736 | loss: 0.0311651 | val_loss: 0.0311765 | Time: 1191.12 ms
[2021-08-27 10:04:54 main:574] : INFO : Epoch 1737 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 1195.07 ms
[2021-08-27 10:04:55 main:574] : INFO : Epoch 1738 | loss: 0.0311646 | val_loss: 0.031174 | Time: 1192.59 ms
[2021-08-27 10:04:57 main:574] : INFO : Epoch 1739 | loss: 0.031164 | val_loss: 0.0311752 | Time: 1192.55 ms
[2021-08-27 10:04:58 main:574] : INFO : Epoch 1740 | loss: 0.0311647 | val_loss: 0.0311779 | Time: 1193.34 ms
[2021-08-27 10:04:59 main:574] : INFO : Epoch 1741 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 1200.72 ms
[2021-08-27 10:05:00 main:574] : INFO : Epoch 1742 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 1196.54 ms
[2021-08-27 10:05:01 main:574] : INFO : Epoch 1743 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 1191.08 ms
[2021-08-27 10:05:03 main:574] : INFO : Epoch 1744 | loss: 0.0311655 | val_loss: 0.0311754 | Time: 1187.85 ms
[2021-08-27 10:05:04 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1199.15 ms
[2021-08-27 10:05:05 main:574] : INFO : Epoch 1746 | loss: 0.031167 | val_loss: 0.0311742 | Time: 1183.77 ms
[2021-08-27 10:05:06 main:574] : INFO : Epoch 1747 | loss: 0.0311665 | val_loss: 0.0311742 | Time: 1182.43 ms
[2021-08-27 10:05:07 main:574] : INFO : Epoch 1748 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 1196.48 ms
[2021-08-27 10:05:09 main:574] : INFO : Epoch 1749 | loss: 0.0311665 | val_loss: 0.0311773 | Time: 1185.15 ms
[2021-08-27 10:05:10 main:574] : INFO : Epoch 1750 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 1185.56 ms
[2021-08-27 10:05:11 main:574] : INFO : Epoch 1751 | loss: 0.0311671 | val_loss: 0.0311751 | Time: 1192.72 ms
[2021-08-27 10:05:12 main:574] : INFO : Epoch 1752 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 1185.64 ms
[2021-08-27 10:05:13 main:574] : INFO : Epoch 1753 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 1183.9 ms
[2021-08-27 10:05:15 main:574] : INFO : Epoch 1754 | loss: 0.031165 | val_loss: 0.031173 | Time: 1204.88 ms
[2021-08-27 10:05:16 main:574] : INFO : Epoch 1755 | loss: 0.0311659 | val_loss: 0.0311751 | Time: 1182.74 ms
[2021-08-27 10:05:17 main:574] : INFO : Epoch 1756 | loss: 0.0311683 | val_loss: 0.03118 | Time: 1203.15 ms
[2021-08-27 10:05:18 main:574] : INFO : Epoch 1757 | loss: 0.031169 | val_loss: 0.0311805 | Time: 1182.53 ms
[2021-08-27 10:05:19 main:574] : INFO : Epoch 1758 | loss: 0.0311677 | val_loss: 0.0311804 | Time: 1178.28 ms
[2021-08-27 10:05:20 main:574] : INFO : Epoch 1759 | loss: 0.0311674 | val_loss: 0.0311731 | Time: 1202.37 ms
[2021-08-27 10:05:22 main:574] : INFO : Epoch 1760 | loss: 0.0311665 | val_loss: 0.0311749 | Time: 1196.06 ms
[2021-08-27 10:05:23 main:574] : INFO : Epoch 1761 | loss: 0.0311664 | val_loss: 0.0311742 | Time: 1184.5 ms
[2021-08-27 10:05:24 main:574] : INFO : Epoch 1762 | loss: 0.031166 | val_loss: 0.031176 | Time: 1184.88 ms
[2021-08-27 10:05:25 main:574] : INFO : Epoch 1763 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 1183.18 ms
[2021-08-27 10:05:26 main:574] : INFO : Epoch 1764 | loss: 0.0311674 | val_loss: 0.0311751 | Time: 1200.53 ms
[2021-08-27 10:05:28 main:574] : INFO : Epoch 1765 | loss: 0.0311673 | val_loss: 0.0311766 | Time: 1191.27 ms
[2021-08-27 10:05:29 main:574] : INFO : Epoch 1766 | loss: 0.031167 | val_loss: 0.0311743 | Time: 1199.05 ms
[2021-08-27 10:05:30 main:574] : INFO : Epoch 1767 | loss: 0.0311659 | val_loss: 0.0311738 | Time: 1188.81 ms
[2021-08-27 10:05:31 main:574] : INFO : Epoch 1768 | loss: 0.031167 | val_loss: 0.0311735 | Time: 1188.77 ms
[2021-08-27 10:05:32 main:574] : INFO : Epoch 1769 | loss: 0.0311672 | val_loss: 0.0311748 | Time: 1191.16 ms
[2021-08-27 10:05:34 main:574] : INFO : Epoch 1770 | loss: 0.0311676 | val_loss: 0.0311783 | Time: 1203.12 ms
[2021-08-27 10:05:35 main:574] : INFO : Epoch 1771 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 1193.23 ms
[2021-08-27 10:05:36 main:574] : INFO : Epoch 1772 | loss: 0.031167 | val_loss: 0.0311736 | Time: 1194.3 ms
[2021-08-27 10:05:37 main:574] : INFO : Epoch 1773 | loss: 0.0311681 | val_loss: 0.0311761 | Time: 1193.69 ms
[2021-08-27 10:05:38 main:574] : INFO : Epoch 1774 | loss: 0.0311686 | val_loss: 0.0311739 | Time: 1195.85 ms
[2021-08-27 10:05:40 main:574] : INFO : Epoch 1775 | loss: 0.0311692 | val_loss: 0.0311732 | Time: 1184.56 ms
[2021-08-27 10:05:41 main:574] : INFO : Epoch 1776 | loss: 0.0311696 | val_loss: 0.0311738 | Time: 1185.83 ms
[2021-08-27 10:05:42 main:574] : INFO : Epoch 1777 | loss: 0.0311697 | val_loss: 0.0311737 | Time: 1193.43 ms
[2021-08-27 10:05:43 main:574] : INFO : Epoch 1778 | loss: 0.0311688 | val_loss: 0.031176 | Time: 1186.08 ms
[2021-08-27 10:05:44 main:574] : INFO : Epoch 1779 | loss: 0.0311683 | val_loss: 0.0311727 | Time: 1187.07 ms
[2021-08-27 10:05:46 main:574] : INFO : Epoch 1780 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1198.28 ms
[2021-08-27 10:05:47 main:574] : INFO : Epoch 1781 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 1187.18 ms
[2021-08-27 10:05:48 main:574] : INFO : Epoch 1782 | loss: 0.0311682 | val_loss: 0.0311775 | Time: 1198.57 ms
[2021-08-27 10:05:49 main:574] : INFO : Epoch 1783 | loss: 0.0311694 | val_loss: 0.0311795 | Time: 1181.48 ms
[2021-08-27 10:05:50 main:574] : INFO : Epoch 1784 | loss: 0.03117 | val_loss: 0.0311757 | Time: 1188.42 ms
[2021-08-27 10:05:52 main:574] : INFO : Epoch 1785 | loss: 0.0311687 | val_loss: 0.0311744 | Time: 1185.61 ms
[2021-08-27 10:05:53 main:574] : INFO : Epoch 1786 | loss: 0.0311666 | val_loss: 0.031175 | Time: 1182.83 ms
[2021-08-27 10:05:54 main:574] : INFO : Epoch 1787 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 1185.03 ms
[2021-08-27 10:05:55 main:574] : INFO : Epoch 1788 | loss: 0.0311662 | val_loss: 0.0311767 | Time: 1200.02 ms
[2021-08-27 10:05:56 main:574] : INFO : Epoch 1789 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 1187.23 ms
[2021-08-27 10:05:58 main:574] : INFO : Epoch 1790 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 1190.37 ms
[2021-08-27 10:05:59 main:574] : INFO : Epoch 1791 | loss: 0.0311652 | val_loss: 0.031176 | Time: 1188.82 ms
[2021-08-27 10:06:00 main:574] : INFO : Epoch 1792 | loss: 0.0311654 | val_loss: 0.0311739 | Time: 1200.71 ms
[2021-08-27 10:06:01 main:574] : INFO : Epoch 1793 | loss: 0.0311652 | val_loss: 0.0311734 | Time: 1188.27 ms
[2021-08-27 10:06:02 main:574] : INFO : Epoch 1794 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 1193.2 ms
[2021-08-27 10:06:04 main:574] : INFO : Epoch 1795 | loss: 0.031168 | val_loss: 0.0311773 | Time: 1185.96 ms
[2021-08-27 10:06:05 main:574] : INFO : Epoch 1796 | loss: 0.0311664 | val_loss: 0.0311756 | Time: 1193.34 ms
[2021-08-27 10:06:06 main:574] : INFO : Epoch 1797 | loss: 0.03117 | val_loss: 0.0311823 | Time: 1186.51 ms
[2021-08-27 10:06:07 main:574] : INFO : Epoch 1798 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1185.64 ms
[2021-08-27 10:06:08 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.0311753 | Time: 1198.94 ms
[2021-08-27 10:06:10 main:574] : INFO : Epoch 1800 | loss: 0.0311665 | val_loss: 0.0311774 | Time: 1197.89 ms
[2021-08-27 10:06:11 main:574] : INFO : Epoch 1801 | loss: 0.031168 | val_loss: 0.03118 | Time: 1188.51 ms
[2021-08-27 10:06:12 main:574] : INFO : Epoch 1802 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 1195.14 ms
[2021-08-27 10:06:13 main:574] : INFO : Epoch 1803 | loss: 0.031167 | val_loss: 0.0311763 | Time: 1189.86 ms
[2021-08-27 10:06:14 main:574] : INFO : Epoch 1804 | loss: 0.0311668 | val_loss: 0.0311769 | Time: 1194.83 ms
[2021-08-27 10:06:16 main:574] : INFO : Epoch 1805 | loss: 0.0311696 | val_loss: 0.0311794 | Time: 1185.56 ms
[2021-08-27 10:06:17 main:574] : INFO : Epoch 1806 | loss: 0.0311751 | val_loss: 0.0311837 | Time: 1183.99 ms
[2021-08-27 10:06:18 main:574] : INFO : Epoch 1807 | loss: 0.0311768 | val_loss: 0.0311799 | Time: 1193.24 ms
[2021-08-27 10:06:19 main:574] : INFO : Epoch 1808 | loss: 0.0311743 | val_loss: 0.03118 | Time: 1191.44 ms
[2021-08-27 10:06:20 main:574] : INFO : Epoch 1809 | loss: 0.0311734 | val_loss: 0.0311794 | Time: 1195.2 ms
[2021-08-27 10:06:22 main:574] : INFO : Epoch 1810 | loss: 0.0311725 | val_loss: 0.0311818 | Time: 1194.4 ms
[2021-08-27 10:06:23 main:574] : INFO : Epoch 1811 | loss: 0.0311722 | val_loss: 0.0311813 | Time: 1195.47 ms
[2021-08-27 10:06:24 main:574] : INFO : Epoch 1812 | loss: 0.0311709 | val_loss: 0.0311795 | Time: 1195.74 ms
[2021-08-27 10:06:25 main:574] : INFO : Epoch 1813 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1202.42 ms
[2021-08-27 10:06:26 main:574] : INFO : Epoch 1814 | loss: 0.0311707 | val_loss: 0.0311793 | Time: 1199.1 ms
[2021-08-27 10:06:28 main:574] : INFO : Epoch 1815 | loss: 0.031171 | val_loss: 0.0311793 | Time: 1194.13 ms
[2021-08-27 10:06:29 main:574] : INFO : Epoch 1816 | loss: 0.031171 | val_loss: 0.0311796 | Time: 1198.19 ms
[2021-08-27 10:06:30 main:574] : INFO : Epoch 1817 | loss: 0.0311704 | val_loss: 0.0311802 | Time: 1189.89 ms
[2021-08-27 10:06:31 main:574] : INFO : Epoch 1818 | loss: 0.0311699 | val_loss: 0.0311797 | Time: 1188.08 ms
[2021-08-27 10:06:32 main:574] : INFO : Epoch 1819 | loss: 0.0311702 | val_loss: 0.0311796 | Time: 1180.62 ms
[2021-08-27 10:06:34 main:574] : INFO : Epoch 1820 | loss: 0.0311712 | val_loss: 0.0311832 | Time: 1185.78 ms
[2021-08-27 10:06:35 main:574] : INFO : Epoch 1821 | loss: 0.0311722 | val_loss: 0.0311785 | Time: 1184.63 ms
[2021-08-27 10:06:36 main:574] : INFO : Epoch 1822 | loss: 0.031171 | val_loss: 0.0311801 | Time: 1188.3 ms
[2021-08-27 10:06:37 main:574] : INFO : Epoch 1823 | loss: 0.0311717 | val_loss: 0.0311842 | Time: 1188.14 ms
[2021-08-27 10:06:38 main:574] : INFO : Epoch 1824 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 1196.96 ms
[2021-08-27 10:06:39 main:574] : INFO : Epoch 1825 | loss: 0.0311695 | val_loss: 0.0311767 | Time: 1185.18 ms
[2021-08-27 10:06:41 main:574] : INFO : Epoch 1826 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 1182.54 ms
[2021-08-27 10:06:42 main:574] : INFO : Epoch 1827 | loss: 0.0311701 | val_loss: 0.0311753 | Time: 1198.12 ms
[2021-08-27 10:06:43 main:574] : INFO : Epoch 1828 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 1185.57 ms
[2021-08-27 10:06:44 main:574] : INFO : Epoch 1829 | loss: 0.0311764 | val_loss: 0.0311809 | Time: 1181.17 ms
[2021-08-27 10:06:45 main:574] : INFO : Epoch 1830 | loss: 0.031171 | val_loss: 0.0311747 | Time: 1191.05 ms
[2021-08-27 10:06:47 main:574] : INFO : Epoch 1831 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 1190.43 ms
[2021-08-27 10:06:48 main:574] : INFO : Epoch 1832 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1198.44 ms
[2021-08-27 10:06:49 main:574] : INFO : Epoch 1833 | loss: 0.031168 | val_loss: 0.0311739 | Time: 1185.89 ms
[2021-08-27 10:06:50 main:574] : INFO : Epoch 1834 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 1198.23 ms
[2021-08-27 10:06:51 main:574] : INFO : Epoch 1835 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 1199.41 ms
[2021-08-27 10:06:53 main:574] : INFO : Epoch 1836 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 1195.79 ms
[2021-08-27 10:06:54 main:574] : INFO : Epoch 1837 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 1189.28 ms
[2021-08-27 10:06:55 main:574] : INFO : Epoch 1838 | loss: 0.0311682 | val_loss: 0.0311748 | Time: 1195.01 ms
[2021-08-27 10:06:56 main:574] : INFO : Epoch 1839 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 1190.04 ms
[2021-08-27 10:06:57 main:574] : INFO : Epoch 1840 | loss: 0.0311673 | val_loss: 0.0311752 | Time: 1195.69 ms
[2021-08-27 10:06:59 main:574] : INFO : Epoch 1841 | loss: 0.0311675 | val_loss: 0.0311755 | Time: 1199.79 ms
[2021-08-27 10:07:00 main:574] : INFO : Epoch 1842 | loss: 0.0311667 | val_loss: 0.0311769 | Time: 1194.22 ms
[2021-08-27 10:07:01 main:574] : INFO : Epoch 1843 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 1203.47 ms
[2021-08-27 10:07:02 main:574] : INFO : Epoch 1844 | loss: 0.0311657 | val_loss: 0.0311739 | Time: 1185.73 ms
[2021-08-27 10:07:03 main:574] : INFO : Epoch 1845 | loss: 0.0311654 | val_loss: 0.0311744 | Time: 1194.36 ms
[2021-08-27 10:07:05 main:574] : INFO : Epoch 1846 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 1200.12 ms
[2021-08-27 10:07:06 main:574] : INFO : Epoch 1847 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 1186.49 ms
[2021-08-27 10:07:07 main:574] : INFO : Epoch 1848 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 1190.58 ms
[2021-08-27 10:07:08 main:574] : INFO : Epoch 1849 | loss: 0.031166 | val_loss: 0.031179 | Time: 1189.06 ms
[2021-08-27 10:07:09 main:574] : INFO : Epoch 1850 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 1203.95 ms
[2021-08-27 10:07:11 main:574] : INFO : Epoch 1851 | loss: 0.0311675 | val_loss: 0.0311763 | Time: 1198.17 ms
[2021-08-27 10:07:12 main:574] : INFO : Epoch 1852 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1187.2 ms
[2021-08-27 10:07:13 main:574] : INFO : Epoch 1853 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 1184.65 ms
[2021-08-27 10:07:14 main:574] : INFO : Epoch 1854 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 1186.98 ms
[2021-08-27 10:07:15 main:574] : INFO : Epoch 1855 | loss: 0.0311643 | val_loss: 0.0311727 | Time: 1183.22 ms
[2021-08-27 10:07:17 main:574] : INFO : Epoch 1856 | loss: 0.0311639 | val_loss: 0.0311723 | Time: 1186.23 ms
[2021-08-27 10:07:18 main:574] : INFO : Epoch 1857 | loss: 0.0311633 | val_loss: 0.0311724 | Time: 1202.16 ms
[2021-08-27 10:07:19 main:574] : INFO : Epoch 1858 | loss: 0.0311627 | val_loss: 0.0311721 | Time: 1191.68 ms
[2021-08-27 10:07:20 main:574] : INFO : Epoch 1859 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1181.25 ms
[2021-08-27 10:07:21 main:574] : INFO : Epoch 1860 | loss: 0.0311631 | val_loss: 0.0311721 | Time: 1194.62 ms
[2021-08-27 10:07:23 main:574] : INFO : Epoch 1861 | loss: 0.0311647 | val_loss: 0.0311847 | Time: 1200.78 ms
[2021-08-27 10:07:24 main:574] : INFO : Epoch 1862 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 1186.24 ms
[2021-08-27 10:07:25 main:574] : INFO : Epoch 1863 | loss: 0.0311726 | val_loss: 0.0311816 | Time: 1196.98 ms
[2021-08-27 10:07:26 main:574] : INFO : Epoch 1864 | loss: 0.0311774 | val_loss: 0.0311878 | Time: 1186.6 ms
[2021-08-27 10:07:27 main:574] : INFO : Epoch 1865 | loss: 0.0311815 | val_loss: 0.0311907 | Time: 1197.6 ms
[2021-08-27 10:07:29 main:574] : INFO : Epoch 1866 | loss: 0.0311798 | val_loss: 0.0311885 | Time: 1186.45 ms
[2021-08-27 10:07:30 main:574] : INFO : Epoch 1867 | loss: 0.0311796 | val_loss: 0.0311869 | Time: 1194.99 ms
[2021-08-27 10:07:31 main:574] : INFO : Epoch 1868 | loss: 0.0311773 | val_loss: 0.0311869 | Time: 1183.18 ms
[2021-08-27 10:07:32 main:574] : INFO : Epoch 1869 | loss: 0.0311767 | val_loss: 0.031185 | Time: 1185.58 ms
[2021-08-27 10:07:33 main:574] : INFO : Epoch 1870 | loss: 0.0311755 | val_loss: 0.0311849 | Time: 1187.38 ms
[2021-08-27 10:07:35 main:574] : INFO : Epoch 1871 | loss: 0.0311763 | val_loss: 0.0311859 | Time: 1188.31 ms
[2021-08-27 10:07:36 main:574] : INFO : Epoch 1872 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 1196.4 ms
[2021-08-27 10:07:37 main:574] : INFO : Epoch 1873 | loss: 0.0311779 | val_loss: 0.0311887 | Time: 1189.71 ms
[2021-08-27 10:07:38 main:574] : INFO : Epoch 1874 | loss: 0.0311763 | val_loss: 0.0311903 | Time: 1190.52 ms
[2021-08-27 10:07:39 main:574] : INFO : Epoch 1875 | loss: 0.0311754 | val_loss: 0.0311861 | Time: 1193.3 ms
[2021-08-27 10:07:41 main:574] : INFO : Epoch 1876 | loss: 0.0311747 | val_loss: 0.0311866 | Time: 1192.41 ms
[2021-08-27 10:07:42 main:574] : INFO : Epoch 1877 | loss: 0.031175 | val_loss: 0.0311848 | Time: 1188.86 ms
[2021-08-27 10:07:43 main:574] : INFO : Epoch 1878 | loss: 0.0311738 | val_loss: 0.031186 | Time: 1188.46 ms
[2021-08-27 10:07:44 main:574] : INFO : Epoch 1879 | loss: 0.0311741 | val_loss: 0.0311829 | Time: 1187.87 ms
[2021-08-27 10:07:45 main:574] : INFO : Epoch 1880 | loss: 0.0311747 | val_loss: 0.0311808 | Time: 1188.59 ms
[2021-08-27 10:07:47 main:574] : INFO : Epoch 1881 | loss: 0.0311739 | val_loss: 0.031182 | Time: 1194.69 ms
[2021-08-27 10:07:48 main:574] : INFO : Epoch 1882 | loss: 0.0311731 | val_loss: 0.0311812 | Time: 1193.52 ms
[2021-08-27 10:07:49 main:574] : INFO : Epoch 1883 | loss: 0.0311724 | val_loss: 0.0311811 | Time: 1189.25 ms
[2021-08-27 10:07:50 main:574] : INFO : Epoch 1884 | loss: 0.0311722 | val_loss: 0.0311815 | Time: 1182.46 ms
[2021-08-27 10:07:51 main:574] : INFO : Epoch 1885 | loss: 0.0311728 | val_loss: 0.0311823 | Time: 1181.67 ms
[2021-08-27 10:07:53 main:574] : INFO : Epoch 1886 | loss: 0.0311725 | val_loss: 0.0311789 | Time: 1195.74 ms
[2021-08-27 10:07:54 main:574] : INFO : Epoch 1887 | loss: 0.0311726 | val_loss: 0.0311807 | Time: 1183.38 ms
[2021-08-27 10:07:55 main:574] : INFO : Epoch 1888 | loss: 0.0311741 | val_loss: 0.0311836 | Time: 1188.62 ms
[2021-08-27 10:07:56 main:574] : INFO : Epoch 1889 | loss: 0.031175 | val_loss: 0.0311788 | Time: 1179.16 ms
[2021-08-27 10:07:57 main:574] : INFO : Epoch 1890 | loss: 0.0311732 | val_loss: 0.0311829 | Time: 1179.16 ms
[2021-08-27 10:07:58 main:574] : INFO : Epoch 1891 | loss: 0.0311746 | val_loss: 0.0311823 | Time: 1186.12 ms
[2021-08-27 10:08:00 main:574] : INFO : Epoch 1892 | loss: 0.0311734 | val_loss: 0.0311824 | Time: 1186.62 ms
[2021-08-27 10:08:01 main:574] : INFO : Epoch 1893 | loss: 0.0311735 | val_loss: 0.0311819 | Time: 1197.25 ms
[2021-08-27 10:08:02 main:574] : INFO : Epoch 1894 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 1191.09 ms
[2021-08-27 10:08:03 main:574] : INFO : Epoch 1895 | loss: 0.0311735 | val_loss: 0.0311812 | Time: 1182.95 ms
[2021-08-27 10:08:04 main:574] : INFO : Epoch 1896 | loss: 0.0311728 | val_loss: 0.0311807 | Time: 1193.22 ms
[2021-08-27 10:08:06 main:574] : INFO : Epoch 1897 | loss: 0.0311719 | val_loss: 0.0311806 | Time: 1187.29 ms
[2021-08-27 10:08:07 main:574] : INFO : Epoch 1898 | loss: 0.0311712 | val_loss: 0.0311805 | Time: 1190.26 ms
[2021-08-27 10:08:08 main:574] : INFO : Epoch 1899 | loss: 0.031171 | val_loss: 0.0311807 | Time: 1194.12 ms
[2021-08-27 10:08:09 main:574] : INFO : Epoch 1900 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 1197.05 ms
[2021-08-27 10:08:10 main:574] : INFO : Epoch 1901 | loss: 0.0311716 | val_loss: 0.0311823 | Time: 1199.96 ms
[2021-08-27 10:08:12 main:574] : INFO : Epoch 1902 | loss: 0.0311739 | val_loss: 0.0311935 | Time: 1186.23 ms
[2021-08-27 10:08:13 main:574] : INFO : Epoch 1903 | loss: 0.0311792 | val_loss: 0.0311845 | Time: 1203.14 ms
[2021-08-27 10:08:14 main:574] : INFO : Epoch 1904 | loss: 0.0311736 | val_loss: 0.0311829 | Time: 1194.03 ms
[2021-08-27 10:08:15 main:574] : INFO : Epoch 1905 | loss: 0.0311744 | val_loss: 0.0311861 | Time: 1194.12 ms
[2021-08-27 10:08:16 main:574] : INFO : Epoch 1906 | loss: 0.0311721 | val_loss: 0.0311823 | Time: 1193.73 ms
[2021-08-27 10:08:18 main:574] : INFO : Epoch 1907 | loss: 0.0311723 | val_loss: 0.0311826 | Time: 1183.3 ms
[2021-08-27 10:08:19 main:574] : INFO : Epoch 1908 | loss: 0.0311714 | val_loss: 0.0311819 | Time: 1189 ms
[2021-08-27 10:08:20 main:574] : INFO : Epoch 1909 | loss: 0.0311712 | val_loss: 0.0311841 | Time: 1191 ms
[2021-08-27 10:08:21 main:574] : INFO : Epoch 1910 | loss: 0.0311719 | val_loss: 0.0311837 | Time: 1194.66 ms
[2021-08-27 10:08:22 main:574] : INFO : Epoch 1911 | loss: 0.0311709 | val_loss: 0.031186 | Time: 1193.44 ms
[2021-08-27 10:08:24 main:574] : INFO : Epoch 1912 | loss: 0.0311721 | val_loss: 0.0311843 | Time: 1182.86 ms
[2021-08-27 10:08:25 main:574] : INFO : Epoch 1913 | loss: 0.0311706 | val_loss: 0.0311812 | Time: 1191.92 ms
[2021-08-27 10:08:26 main:574] : INFO : Epoch 1914 | loss: 0.0311711 | val_loss: 0.0311827 | Time: 1187.91 ms
[2021-08-27 10:08:27 main:574] : INFO : Epoch 1915 | loss: 0.0311709 | val_loss: 0.0311809 | Time: 1190.13 ms
[2021-08-27 10:08:28 main:574] : INFO : Epoch 1916 | loss: 0.0311703 | val_loss: 0.0311817 | Time: 1195.78 ms
[2021-08-27 10:08:30 main:574] : INFO : Epoch 1917 | loss: 0.0311709 | val_loss: 0.0311777 | Time: 1189.21 ms
[2021-08-27 10:08:31 main:574] : INFO : Epoch 1918 | loss: 0.03117 | val_loss: 0.0311765 | Time: 1192.39 ms
[2021-08-27 10:08:32 main:574] : INFO : Epoch 1919 | loss: 0.0311708 | val_loss: 0.0311764 | Time: 1191.31 ms
[2021-08-27 10:08:33 main:574] : INFO : Epoch 1920 | loss: 0.0311709 | val_loss: 0.0311781 | Time: 1190.53 ms
[2021-08-27 10:08:34 main:574] : INFO : Epoch 1921 | loss: 0.031169 | val_loss: 0.0311797 | Time: 1185.51 ms
[2021-08-27 10:08:36 main:574] : INFO : Epoch 1922 | loss: 0.0311694 | val_loss: 0.0311782 | Time: 1187.32 ms
[2021-08-27 10:08:37 main:574] : INFO : Epoch 1923 | loss: 0.0311685 | val_loss: 0.0311794 | Time: 1190.08 ms
[2021-08-27 10:08:38 main:574] : INFO : Epoch 1924 | loss: 0.0311694 | val_loss: 0.031177 | Time: 1194.31 ms
[2021-08-27 10:08:39 main:574] : INFO : Epoch 1925 | loss: 0.0311686 | val_loss: 0.0311781 | Time: 1195.72 ms
[2021-08-27 10:08:40 main:574] : INFO : Epoch 1926 | loss: 0.03117 | val_loss: 0.0311817 | Time: 1184.99 ms
[2021-08-27 10:08:42 main:574] : INFO : Epoch 1927 | loss: 0.0311718 | val_loss: 0.031179 | Time: 1186.91 ms
[2021-08-27 10:08:43 main:574] : INFO : Epoch 1928 | loss: 0.0311707 | val_loss: 0.031178 | Time: 1189.39 ms
[2021-08-27 10:08:44 main:574] : INFO : Epoch 1929 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 1188.81 ms
[2021-08-27 10:08:45 main:574] : INFO : Epoch 1930 | loss: 0.0311689 | val_loss: 0.0311768 | Time: 1193.69 ms
[2021-08-27 10:08:46 main:574] : INFO : Epoch 1931 | loss: 0.0311687 | val_loss: 0.0311794 | Time: 1179.99 ms
[2021-08-27 10:08:48 main:574] : INFO : Epoch 1932 | loss: 0.0311691 | val_loss: 0.0311767 | Time: 1192.83 ms
[2021-08-27 10:08:49 main:574] : INFO : Epoch 1933 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 1183.28 ms
[2021-08-27 10:08:50 main:574] : INFO : Epoch 1934 | loss: 0.0311694 | val_loss: 0.0311779 | Time: 1193.12 ms
[2021-08-27 10:08:51 main:574] : INFO : Epoch 1935 | loss: 0.0311695 | val_loss: 0.0311805 | Time: 1189.66 ms
[2021-08-27 10:08:52 main:574] : INFO : Epoch 1936 | loss: 0.0311742 | val_loss: 0.0311823 | Time: 1187.41 ms
[2021-08-27 10:08:53 main:574] : INFO : Epoch 1937 | loss: 0.0311737 | val_loss: 0.0311842 | Time: 1192.22 ms
[2021-08-27 10:08:55 main:574] : INFO : Epoch 1938 | loss: 0.0311749 | val_loss: 0.0311834 | Time: 1189.47 ms
[2021-08-27 10:08:56 main:574] : INFO : Epoch 1939 | loss: 0.0311749 | val_loss: 0.0311852 | Time: 1190.3 ms
[2021-08-27 10:08:57 main:574] : INFO : Epoch 1940 | loss: 0.0311792 | val_loss: 0.0311867 | Time: 1189.92 ms
[2021-08-27 10:08:58 main:574] : INFO : Epoch 1941 | loss: 0.0311821 | val_loss: 0.0311909 | Time: 1191.78 ms
[2021-08-27 10:08:59 main:574] : INFO : Epoch 1942 | loss: 0.0311853 | val_loss: 0.0311894 | Time: 1196.44 ms
[2021-08-27 10:09:01 main:574] : INFO : Epoch 1943 | loss: 0.0311873 | val_loss: 0.0311915 | Time: 1187.98 ms
[2021-08-27 10:09:02 main:574] : INFO : Epoch 1944 | loss: 0.0311841 | val_loss: 0.0311885 | Time: 1191.3 ms
[2021-08-27 10:09:03 main:574] : INFO : Epoch 1945 | loss: 0.0311841 | val_loss: 0.0311888 | Time: 1195.78 ms
[2021-08-27 10:09:04 main:574] : INFO : Epoch 1946 | loss: 0.0311829 | val_loss: 0.0311878 | Time: 1189.65 ms
[2021-08-27 10:09:05 main:574] : INFO : Epoch 1947 | loss: 0.0311822 | val_loss: 0.0311897 | Time: 1190.13 ms
[2021-08-27 10:09:07 main:574] : INFO : Epoch 1948 | loss: 0.0311836 | val_loss: 0.0311883 | Time: 1193.07 ms
[2021-08-27 10:09:08 main:574] : INFO : Epoch 1949 | loss: 0.0311817 | val_loss: 0.03119 | Time: 1184.71 ms
[2021-08-27 10:09:09 main:574] : INFO : Epoch 1950 | loss: 0.0311817 | val_loss: 0.0311875 | Time: 1187.66 ms
[2021-08-27 10:09:10 main:574] : INFO : Epoch 1951 | loss: 0.0311813 | val_loss: 0.0311878 | Time: 1194.92 ms
[2021-08-27 10:09:11 main:574] : INFO : Epoch 1952 | loss: 0.031182 | val_loss: 0.0311922 | Time: 1192.45 ms
[2021-08-27 10:09:13 main:574] : INFO : Epoch 1953 | loss: 0.0312174 | val_loss: 0.0317194 | Time: 1190.38 ms
[2021-08-27 10:09:14 main:574] : INFO : Epoch 1954 | loss: 0.033033 | val_loss: 0.0323008 | Time: 1186.65 ms
[2021-08-27 10:09:15 main:574] : INFO : Epoch 1955 | loss: 0.0323855 | val_loss: 0.0316037 | Time: 1192.49 ms
[2021-08-27 10:09:16 main:574] : INFO : Epoch 1956 | loss: 0.0313499 | val_loss: 0.0312381 | Time: 1183.94 ms
[2021-08-27 10:09:17 main:574] : INFO : Epoch 1957 | loss: 0.031208 | val_loss: 0.0311955 | Time: 1199.2 ms
[2021-08-27 10:09:19 main:574] : INFO : Epoch 1958 | loss: 0.0311865 | val_loss: 0.0311884 | Time: 1201.92 ms
[2021-08-27 10:09:20 main:574] : INFO : Epoch 1959 | loss: 0.0311818 | val_loss: 0.0311869 | Time: 1190.4 ms
[2021-08-27 10:09:21 main:574] : INFO : Epoch 1960 | loss: 0.0311792 | val_loss: 0.0311873 | Time: 1185.38 ms
[2021-08-27 10:09:22 main:574] : INFO : Epoch 1961 | loss: 0.0311793 | val_loss: 0.0311876 | Time: 1186.18 ms
[2021-08-27 10:09:23 main:574] : INFO : Epoch 1962 | loss: 0.031178 | val_loss: 0.0311852 | Time: 1193.81 ms
[2021-08-27 10:09:25 main:574] : INFO : Epoch 1963 | loss: 0.0311769 | val_loss: 0.0311877 | Time: 1197.14 ms
[2021-08-27 10:09:26 main:574] : INFO : Epoch 1964 | loss: 0.0311788 | val_loss: 0.0311843 | Time: 1190.77 ms
[2021-08-27 10:09:27 main:574] : INFO : Epoch 1965 | loss: 0.0311771 | val_loss: 0.0311843 | Time: 1191.32 ms
[2021-08-27 10:09:28 main:574] : INFO : Epoch 1966 | loss: 0.031177 | val_loss: 0.031184 | Time: 1193.66 ms
[2021-08-27 10:09:29 main:574] : INFO : Epoch 1967 | loss: 0.0311758 | val_loss: 0.0311862 | Time: 1188.06 ms
[2021-08-27 10:09:31 main:574] : INFO : Epoch 1968 | loss: 0.0311757 | val_loss: 0.0311834 | Time: 1189.1 ms
[2021-08-27 10:09:32 main:574] : INFO : Epoch 1969 | loss: 0.0311756 | val_loss: 0.0311838 | Time: 1197.15 ms
[2021-08-27 10:09:33 main:574] : INFO : Epoch 1970 | loss: 0.0311752 | val_loss: 0.0311866 | Time: 1184.78 ms
[2021-08-27 10:09:34 main:574] : INFO : Epoch 1971 | loss: 0.031175 | val_loss: 0.0311841 | Time: 1184.17 ms
[2021-08-27 10:09:35 main:574] : INFO : Epoch 1972 | loss: 0.0311759 | val_loss: 0.0311831 | Time: 1199.37 ms
[2021-08-27 10:09:37 main:574] : INFO : Epoch 1973 | loss: 0.0311769 | val_loss: 0.0311823 | Time: 1191.73 ms
[2021-08-27 10:09:38 main:574] : INFO : Epoch 1974 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 1185.77 ms
[2021-08-27 10:09:39 main:574] : INFO : Epoch 1975 | loss: 0.0311753 | val_loss: 0.0311822 | Time: 1188.8 ms
[2021-08-27 10:09:40 main:574] : INFO : Epoch 1976 | loss: 0.0311746 | val_loss: 0.0311825 | Time: 1185.89 ms
[2021-08-27 10:09:41 main:574] : INFO : Epoch 1977 | loss: 0.0311743 | val_loss: 0.0311822 | Time: 1195.19 ms
[2021-08-27 10:09:43 main:574] : INFO : Epoch 1978 | loss: 0.0311743 | val_loss: 0.0311842 | Time: 1203.13 ms
[2021-08-27 10:09:44 main:574] : INFO : Epoch 1979 | loss: 0.0311744 | val_loss: 0.0311835 | Time: 1192.59 ms
[2021-08-27 10:09:45 main:574] : INFO : Epoch 1980 | loss: 0.0311745 | val_loss: 0.0311829 | Time: 1208.57 ms
[2021-08-27 10:09:46 main:574] : INFO : Epoch 1981 | loss: 0.0311737 | val_loss: 0.0311823 | Time: 1194.24 ms
[2021-08-27 10:09:47 main:574] : INFO : Epoch 1982 | loss: 0.031174 | val_loss: 0.0311828 | Time: 1192.08 ms
[2021-08-27 10:09:49 main:574] : INFO : Epoch 1983 | loss: 0.0311741 | val_loss: 0.031183 | Time: 1188.96 ms
[2021-08-27 10:09:50 main:574] : INFO : Epoch 1984 | loss: 0.031174 | val_loss: 0.0311818 | Time: 1189.38 ms
[2021-08-27 10:09:51 main:574] : INFO : Epoch 1985 | loss: 0.0311734 | val_loss: 0.0311817 | Time: 1187.28 ms
[2021-08-27 10:09:52 main:574] : INFO : Epoch 1986 | loss: 0.0311738 | val_loss: 0.0311833 | Time: 1184.09 ms
[2021-08-27 10:09:53 main:574] : INFO : Epoch 1987 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 1200.03 ms
[2021-08-27 10:09:55 main:574] : INFO : Epoch 1988 | loss: 0.0311736 | val_loss: 0.0311821 | Time: 1183.65 ms
[2021-08-27 10:09:56 main:574] : INFO : Epoch 1989 | loss: 0.0311743 | val_loss: 0.0311826 | Time: 1197.47 ms
[2021-08-27 10:09:57 main:574] : INFO : Epoch 1990 | loss: 0.0311744 | val_loss: 0.0311831 | Time: 1180.42 ms
[2021-08-27 10:09:58 main:574] : INFO : Epoch 1991 | loss: 0.0311745 | val_loss: 0.0311826 | Time: 1183.7 ms
[2021-08-27 10:09:59 main:574] : INFO : Epoch 1992 | loss: 0.0311753 | val_loss: 0.0311817 | Time: 1195.58 ms
[2021-08-27 10:10:01 main:574] : INFO : Epoch 1993 | loss: 0.0311739 | val_loss: 0.0311819 | Time: 1194.88 ms
[2021-08-27 10:10:02 main:574] : INFO : Epoch 1994 | loss: 0.031177 | val_loss: 0.0311807 | Time: 1187.56 ms
[2021-08-27 10:10:03 main:574] : INFO : Epoch 1995 | loss: 0.0311741 | val_loss: 0.0311811 | Time: 1195.13 ms
[2021-08-27 10:10:04 main:574] : INFO : Epoch 1996 | loss: 0.0311754 | val_loss: 0.0311833 | Time: 1185.47 ms
[2021-08-27 10:10:05 main:574] : INFO : Epoch 1997 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 1186.3 ms
[2021-08-27 10:10:06 main:574] : INFO : Epoch 1998 | loss: 0.0311753 | val_loss: 0.0311833 | Time: 1182.27 ms
[2021-08-27 10:10:08 main:574] : INFO : Epoch 1999 | loss: 0.0311756 | val_loss: 0.0311829 | Time: 1190.92 ms
[2021-08-27 10:10:09 main:574] : INFO : Epoch 2000 | loss: 0.0311746 | val_loss: 0.0311822 | Time: 1189.87 ms
[2021-08-27 10:10:10 main:574] : INFO : Epoch 2001 | loss: 0.0311742 | val_loss: 0.0311822 | Time: 1198.82 ms
[2021-08-27 10:10:11 main:574] : INFO : Epoch 2002 | loss: 0.0311741 | val_loss: 0.0311833 | Time: 1194.51 ms
[2021-08-27 10:10:12 main:574] : INFO : Epoch 2003 | loss: 0.0311743 | val_loss: 0.0311828 | Time: 1192.17 ms
[2021-08-27 10:10:14 main:574] : INFO : Epoch 2004 | loss: 0.0311741 | val_loss: 0.0311828 | Time: 1188.15 ms
[2021-08-27 10:10:15 main:574] : INFO : Epoch 2005 | loss: 0.0311748 | val_loss: 0.0311875 | Time: 1183.6 ms
[2021-08-27 10:10:16 main:574] : INFO : Epoch 2006 | loss: 0.0311758 | val_loss: 0.031183 | Time: 1190.88 ms
[2021-08-27 10:10:17 main:574] : INFO : Epoch 2007 | loss: 0.0311803 | val_loss: 0.0311924 | Time: 1187.78 ms
[2021-08-27 10:10:18 main:574] : INFO : Epoch 2008 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 1204.41 ms
[2021-08-27 10:10:20 main:574] : INFO : Epoch 2009 | loss: 0.0311805 | val_loss: 0.0311829 | Time: 1186.12 ms
[2021-08-27 10:10:21 main:574] : INFO : Epoch 2010 | loss: 0.0311797 | val_loss: 0.0311832 | Time: 1186.77 ms
[2021-08-27 10:10:22 main:574] : INFO : Epoch 2011 | loss: 0.0311791 | val_loss: 0.0311831 | Time: 1199.79 ms
[2021-08-27 10:10:23 main:574] : INFO : Epoch 2012 | loss: 0.0311796 | val_loss: 0.0311832 | Time: 1192.18 ms
[2021-08-27 10:10:24 main:574] : INFO : Epoch 2013 | loss: 0.0311791 | val_loss: 0.0311827 | Time: 1187.82 ms
[2021-08-27 10:10:26 main:574] : INFO : Epoch 2014 | loss: 0.0311783 | val_loss: 0.0311831 | Time: 1192.42 ms
[2021-08-27 10:10:27 main:574] : INFO : Epoch 2015 | loss: 0.0311781 | val_loss: 0.0311837 | Time: 1190.72 ms
[2021-08-27 10:10:28 main:574] : INFO : Epoch 2016 | loss: 0.0311797 | val_loss: 0.0311844 | Time: 1193.27 ms
[2021-08-27 10:10:29 main:574] : INFO : Epoch 2017 | loss: 0.0311778 | val_loss: 0.0311843 | Time: 1193.94 ms
[2021-08-27 10:10:30 main:574] : INFO : Epoch 2018 | loss: 0.031179 | val_loss: 0.0311853 | Time: 1202.02 ms
[2021-08-27 10:10:32 main:574] : INFO : Epoch 2019 | loss: 0.0311792 | val_loss: 0.0311835 | Time: 1196.17 ms
[2021-08-27 10:10:33 main:574] : INFO : Epoch 2020 | loss: 0.0311788 | val_loss: 0.0311835 | Time: 1203.37 ms
[2021-08-27 10:10:34 main:574] : INFO : Epoch 2021 | loss: 0.0311784 | val_loss: 0.0311829 | Time: 1187.05 ms
[2021-08-27 10:10:35 main:574] : INFO : Epoch 2022 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 1195.31 ms
[2021-08-27 10:10:36 main:574] : INFO : Epoch 2023 | loss: 0.0311781 | val_loss: 0.0311846 | Time: 1203.27 ms
[2021-08-27 10:10:38 main:574] : INFO : Epoch 2024 | loss: 0.0311789 | val_loss: 0.0311842 | Time: 1187.64 ms
[2021-08-27 10:10:39 main:574] : INFO : Epoch 2025 | loss: 0.0311779 | val_loss: 0.0311832 | Time: 1184.85 ms
[2021-08-27 10:10:40 main:574] : INFO : Epoch 2026 | loss: 0.0311777 | val_loss: 0.0311844 | Time: 1193.02 ms
[2021-08-27 10:10:41 main:574] : INFO : Epoch 2027 | loss: 0.0311783 | val_loss: 0.031184 | Time: 1192.05 ms
[2021-08-27 10:10:42 main:574] : INFO : Epoch 2028 | loss: 0.0311793 | val_loss: 0.0311879 | Time: 1184.51 ms
[2021-08-27 10:10:44 main:574] : INFO : Epoch 2029 | loss: 0.0311778 | val_loss: 0.0311836 | Time: 1196.82 ms
[2021-08-27 10:10:45 main:574] : INFO : Epoch 2030 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 1191.54 ms
[2021-08-27 10:10:46 main:574] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 1185.33 ms
[2021-08-27 10:10:47 main:574] : INFO : Epoch 2032 | loss: 0.0311778 | val_loss: 0.0311808 | Time: 1202.08 ms
[2021-08-27 10:10:48 main:574] : INFO : Epoch 2033 | loss: 0.0311763 | val_loss: 0.0311807 | Time: 1185.4 ms
[2021-08-27 10:10:50 main:574] : INFO : Epoch 2034 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 1195.99 ms
[2021-08-27 10:10:51 main:574] : INFO : Epoch 2035 | loss: 0.0311757 | val_loss: 0.0311803 | Time: 1190.73 ms
[2021-08-27 10:10:52 main:574] : INFO : Epoch 2036 | loss: 0.0311754 | val_loss: 0.0311804 | Time: 1196.34 ms
[2021-08-27 10:10:53 main:574] : INFO : Epoch 2037 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 1194.2 ms
[2021-08-27 10:10:54 main:574] : INFO : Epoch 2038 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 1201.06 ms
[2021-08-27 10:10:56 main:574] : INFO : Epoch 2039 | loss: 0.0311754 | val_loss: 0.0311844 | Time: 1187.52 ms
[2021-08-27 10:10:57 main:574] : INFO : Epoch 2040 | loss: 0.0311764 | val_loss: 0.031182 | Time: 1187 ms
[2021-08-27 10:10:58 main:574] : INFO : Epoch 2041 | loss: 0.0311754 | val_loss: 0.0311808 | Time: 1194.42 ms
[2021-08-27 10:10:59 main:574] : INFO : Epoch 2042 | loss: 0.0311745 | val_loss: 0.0311804 | Time: 1189.44 ms
[2021-08-27 10:11:00 main:574] : INFO : Epoch 2043 | loss: 0.0311749 | val_loss: 0.0311812 | Time: 1200.35 ms
[2021-08-27 10:11:02 main:574] : INFO : Epoch 2044 | loss: 0.0311747 | val_loss: 0.0311805 | Time: 1194.67 ms
[2021-08-27 10:11:03 main:574] : INFO : Epoch 2045 | loss: 0.0311741 | val_loss: 0.0311816 | Time: 1193.36 ms
[2021-08-27 10:11:04 main:574] : INFO : Epoch 2046 | loss: 0.0311741 | val_loss: 0.031181 | Time: 1193.48 ms
[2021-08-27 10:11:05 main:574] : INFO : Epoch 2047 | loss: 0.0311738 | val_loss: 0.0311821 | Time: 1194.65 ms
[2021-08-27 10:11:06 main:574] : INFO : Epoch 2048 | loss: 0.0311755 | val_loss: 0.0311821 | Time: 1188.95 ms
[2021-08-27 10:11:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311821
[2021-08-27 10:11:06 main:603] : INFO : Saving end state to config to file
[2021-08-27 10:11:06 main:608] : INFO : Success, exiting..
10:11:06 (4176): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)