Task 12640616
| Name | ParityModified-1639964664-6327-3-0_6 |
| Workunit | 8805099 |
| Created | 7 Mar 2022, 12:11:06 UTC |
| Sent | 7 Mar 2022, 13:36:11 UTC |
| Report deadline | 15 Mar 2022, 13:36:11 UTC |
| Received | 7 Mar 2022, 15:32:08 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 3 sec |
| CPU time | 39 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :574] : INFO : Epoch 1542 | loss: 0.0311791 | val_loss: 0.031178 | Time: 1189.14 ms [2022-03-07 08:21:54 main:574] : INFO : Epoch 1543 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 1177.08 ms [2022-03-07 08:21:56 main:574] : INFO : Epoch 1544 | loss: 0.031178 | val_loss: 0.0311775 | Time: 1205.86 ms [2022-03-07 08:21:57 main:574] : INFO : Epoch 1545 | loss: 0.0311789 | val_loss: 0.0311773 | Time: 1198.77 ms [2022-03-07 08:21:58 main:574] : INFO : Epoch 1546 | loss: 0.0311769 | val_loss: 0.0311765 | Time: 1159.36 ms [2022-03-07 08:21:59 main:574] : INFO : Epoch 1547 | loss: 0.0311774 | val_loss: 0.0311775 | Time: 1206.28 ms [2022-03-07 08:22:00 main:574] : INFO : Epoch 1548 | loss: 0.0311774 | val_loss: 0.0311762 | Time: 1200.45 ms [2022-03-07 08:22:02 main:574] : INFO : Epoch 1549 | loss: 0.0311772 | val_loss: 0.0311764 | Time: 1184.74 ms [2022-03-07 08:22:03 main:574] : INFO : Epoch 1550 | loss: 0.0311783 | val_loss: 0.0311793 | Time: 1181.05 ms [2022-03-07 08:22:04 main:574] : INFO : Epoch 1551 | loss: 0.0311777 | val_loss: 0.0311789 | Time: 1189.93 ms [2022-03-07 08:22:05 main:574] : INFO : Epoch 1552 | loss: 0.0311772 | val_loss: 0.0311787 | Time: 1179.58 ms [2022-03-07 08:22:06 main:574] : INFO : Epoch 1553 | loss: 0.0311769 | val_loss: 0.0311777 | Time: 1172.58 ms [2022-03-07 08:22:08 main:574] : INFO : Epoch 1554 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 1194.98 ms [2022-03-07 08:22:09 main:574] : INFO : Epoch 1555 | loss: 0.0311757 | val_loss: 0.0311785 | Time: 1185.03 ms [2022-03-07 08:22:10 main:574] : INFO : Epoch 1556 | loss: 0.0311753 | val_loss: 0.0311773 | Time: 1192.91 ms [2022-03-07 08:22:11 main:574] : INFO : Epoch 1557 | loss: 0.0311759 | val_loss: 0.0311765 | Time: 1194.65 ms [2022-03-07 08:22:12 main:574] : INFO : Epoch 1558 | loss: 0.0311769 | val_loss: 0.0311832 | Time: 1179.43 ms [2022-03-07 08:22:14 main:574] : INFO : Epoch 1559 | loss: 0.0311768 | val_loss: 0.0311793 | Time: 1175.24 ms [2022-03-07 08:22:15 main:574] : INFO : Epoch 1560 | loss: 0.0311776 | val_loss: 0.0311814 | Time: 1186.54 ms [2022-03-07 08:22:16 main:574] : INFO : Epoch 1561 | loss: 0.0311761 | val_loss: 0.0311801 | Time: 1186.38 ms [2022-03-07 08:22:17 main:574] : INFO : Epoch 1562 | loss: 0.0311764 | val_loss: 0.0311776 | Time: 1204.62 ms [2022-03-07 08:22:18 main:574] : INFO : Epoch 1563 | loss: 0.0311772 | val_loss: 0.0311792 | Time: 1191.64 ms [2022-03-07 08:22:19 main:574] : INFO : Epoch 1564 | loss: 0.0311776 | val_loss: 0.0311788 | Time: 1181.32 ms [2022-03-07 08:22:21 main:574] : INFO : Epoch 1565 | loss: 0.0311765 | val_loss: 0.0311785 | Time: 1190.87 ms [2022-03-07 08:22:22 main:574] : INFO : Epoch 1566 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 1200.95 ms [2022-03-07 08:22:23 main:574] : INFO : Epoch 1567 | loss: 0.0311771 | val_loss: 0.0311786 | Time: 1172.1 ms [2022-03-07 08:22:24 main:574] : INFO : Epoch 1568 | loss: 0.0311763 | val_loss: 0.0311792 | Time: 1180.54 ms [2022-03-07 08:22:25 main:574] : INFO : Epoch 1569 | loss: 0.0311756 | val_loss: 0.0311778 | Time: 1198.27 ms [2022-03-07 08:22:27 main:574] : INFO : Epoch 1570 | loss: 0.0311758 | val_loss: 0.0311825 | Time: 1207.59 ms [2022-03-07 08:22:28 main:574] : INFO : Epoch 1571 | loss: 0.0311784 | val_loss: 0.0311789 | Time: 1192.23 ms [2022-03-07 08:22:29 main:574] : INFO : Epoch 1572 | loss: 0.0311766 | val_loss: 0.0311776 | Time: 1170.62 ms [2022-03-07 08:22:30 main:574] : INFO : Epoch 1573 | loss: 0.0311765 | val_loss: 0.0311754 | Time: 1167.32 ms [2022-03-07 08:22:31 main:574] : INFO : Epoch 1574 | loss: 0.0311765 | val_loss: 0.0311746 | Time: 1192.77 ms [2022-03-07 08:22:33 main:574] : INFO : Epoch 1575 | loss: 0.0311753 | val_loss: 0.0311743 | Time: 1180.05 ms [2022-03-07 08:22:34 main:574] : INFO : Epoch 1576 | loss: 0.0311744 | val_loss: 0.0311747 | Time: 1170.19 ms [2022-03-07 08:22:35 main:574] : INFO : Epoch 1577 | loss: 0.0311751 | val_loss: 0.0311742 | Time: 1195.4 ms [2022-03-07 08:22:36 main:574] : INFO : Epoch 1578 | loss: 0.0311746 | val_loss: 0.031175 | Time: 1185.13 ms [2022-03-07 08:22:37 main:574] : INFO : Epoch 1579 | loss: 0.0311741 | val_loss: 0.0311751 | Time: 1188.04 ms [2022-03-07 08:22:38 main:574] : INFO : Epoch 1580 | loss: 0.0311744 | val_loss: 0.0311748 | Time: 1199.17 ms [2022-03-07 08:22:40 main:574] : INFO : Epoch 1581 | loss: 0.0311727 | val_loss: 0.0311752 | Time: 1189.62 ms [2022-03-07 08:22:41 main:574] : INFO : Epoch 1582 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 1200.38 ms [2022-03-07 08:22:42 main:574] : INFO : Epoch 1583 | loss: 0.0311789 | val_loss: 0.031178 | Time: 1189.86 ms [2022-03-07 08:22:43 main:574] : INFO : Epoch 1584 | loss: 0.0311797 | val_loss: 0.031177 | Time: 1198.18 ms [2022-03-07 08:22:44 main:574] : INFO : Epoch 1585 | loss: 0.0311787 | val_loss: 0.0311776 | Time: 1188.33 ms [2022-03-07 08:22:46 main:574] : INFO : Epoch 1586 | loss: 0.0311774 | val_loss: 0.031181 | Time: 1191.14 ms [2022-03-07 08:22:47 main:574] : INFO : Epoch 1587 | loss: 0.0311771 | val_loss: 0.0311787 | Time: 1181.54 ms [2022-03-07 08:22:48 main:574] : INFO : Epoch 1588 | loss: 0.0311763 | val_loss: 0.0311777 | Time: 1196.3 ms [2022-03-07 08:22:49 main:574] : INFO : Epoch 1589 | loss: 0.0311753 | val_loss: 0.0311771 | Time: 1190.73 ms [2022-03-07 08:22:50 main:574] : INFO : Epoch 1590 | loss: 0.031175 | val_loss: 0.0311785 | Time: 1184.35 ms [2022-03-07 08:22:52 main:574] : INFO : Epoch 1591 | loss: 0.0311749 | val_loss: 0.0311768 | Time: 1191.32 ms [2022-03-07 08:22:53 main:574] : INFO : Epoch 1592 | loss: 0.0311745 | val_loss: 0.0311782 | Time: 1203.53 ms [2022-03-07 08:22:54 main:574] : INFO : Epoch 1593 | loss: 0.0311743 | val_loss: 0.0311804 | Time: 1180.16 ms [2022-03-07 08:22:55 main:574] : INFO : Epoch 1594 | loss: 0.0311744 | val_loss: 0.0311772 | Time: 1199.24 ms [2022-03-07 08:22:56 main:574] : INFO : Epoch 1595 | loss: 0.0311738 | val_loss: 0.0311767 | Time: 1192 ms [2022-03-07 08:22:58 main:574] : INFO : Epoch 1596 | loss: 0.0311752 | val_loss: 0.0311835 | Time: 1200.65 ms [2022-03-07 08:22:59 main:574] : INFO : Epoch 1597 | loss: 0.031176 | val_loss: 0.0311784 | Time: 1186.47 ms [2022-03-07 08:23:00 main:574] : INFO : Epoch 1598 | loss: 0.0311781 | val_loss: 0.0311808 | Time: 1200.01 ms [2022-03-07 08:23:01 main:574] : INFO : Epoch 1599 | loss: 0.0311764 | val_loss: 0.0311746 | Time: 1193.15 ms [2022-03-07 08:23:02 main:574] : INFO : Epoch 1600 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 1162.08 ms [2022-03-07 08:23:03 main:574] : INFO : Epoch 1601 | loss: 0.0311735 | val_loss: 0.0311765 | Time: 1182.91 ms [2022-03-07 08:23:05 main:574] : INFO : Epoch 1602 | loss: 0.0311734 | val_loss: 0.0311754 | Time: 1203.86 ms [2022-03-07 08:23:06 main:574] : INFO : Epoch 1603 | loss: 0.031173 | val_loss: 0.0311786 | Time: 1196.7 ms [2022-03-07 08:23:07 main:574] : INFO : Epoch 1604 | loss: 0.031174 | val_loss: 0.0311739 | Time: 1184.53 ms [2022-03-07 08:23:08 main:574] : INFO : Epoch 1605 | loss: 0.0311737 | val_loss: 0.0311749 | Time: 1200.72 ms [2022-03-07 08:23:09 main:574] : INFO : Epoch 1606 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 1188.99 ms [2022-03-07 08:23:11 main:574] : INFO : Epoch 1607 | loss: 0.0311742 | val_loss: 0.0311741 | Time: 1192.08 ms [2022-03-07 08:23:12 main:574] : INFO : Epoch 1608 | loss: 0.0311826 | val_loss: 0.03118 | Time: 1190.57 ms [2022-03-07 08:23:13 main:574] : INFO : Epoch 1609 | loss: 0.0311836 | val_loss: 0.0311809 | Time: 1199.87 ms [2022-03-07 08:23:14 main:574] : INFO : Epoch 1610 | loss: 0.0311827 | val_loss: 0.0311811 | Time: 1175.61 ms [2022-03-07 08:23:15 main:574] : INFO : Epoch 1611 | loss: 0.0311841 | val_loss: 0.0311818 | Time: 1194.26 ms [2022-03-07 08:23:17 main:574] : INFO : Epoch 1612 | loss: 0.0311856 | val_loss: 0.0311825 | Time: 1177.29 ms [2022-03-07 08:23:18 main:574] : INFO : Epoch 1613 | loss: 0.0311818 | val_loss: 0.031181 | Time: 1177.6 ms [2022-03-07 08:23:19 main:574] : INFO : Epoch 1614 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 1195.24 ms [2022-03-07 08:23:20 main:574] : INFO : Epoch 1615 | loss: 0.0311785 | val_loss: 0.031179 | Time: 1181.94 ms [2022-03-07 08:23:21 main:574] : INFO : Epoch 1616 | loss: 0.0311794 | val_loss: 0.0311811 | Time: 1210.52 ms [2022-03-07 08:23:23 main:574] : INFO : Epoch 1617 | loss: 0.0311811 | val_loss: 0.0311848 | Time: 1199.15 ms [2022-03-07 08:23:24 main:574] : INFO : Epoch 1618 | loss: 0.0311789 | val_loss: 0.0311802 | Time: 1185.9 ms [2022-03-07 08:23:25 main:574] : INFO : Epoch 1619 | loss: 0.0311774 | val_loss: 0.0311778 | Time: 1175.93 ms [2022-03-07 08:23:26 main:574] : INFO : Epoch 1620 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 1201.45 ms [2022-03-07 08:23:27 main:574] : INFO : Epoch 1621 | loss: 0.0311791 | val_loss: 0.0311805 | Time: 1181.95 ms [2022-03-07 08:23:29 main:574] : INFO : Epoch 1622 | loss: 0.0311769 | val_loss: 0.0311779 | Time: 1191.04 ms [2022-03-07 08:23:30 main:574] : INFO : Epoch 1623 | loss: 0.0311762 | val_loss: 0.0311771 | Time: 1206.59 ms [2022-03-07 08:23:31 main:574] : INFO : Epoch 1624 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 1194.54 ms [2022-03-07 08:23:32 main:574] : INFO : Epoch 1625 | loss: 0.0311776 | val_loss: 0.0311788 | Time: 1190.46 ms [2022-03-07 08:23:33 main:574] : INFO : Epoch 1626 | loss: 0.031176 | val_loss: 0.0311769 | Time: 1180.52 ms [2022-03-07 08:23:34 main:574] : INFO : Epoch 1627 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 1181.4 ms [2022-03-07 08:23:36 main:574] : INFO : Epoch 1628 | loss: 0.0311781 | val_loss: 0.0311762 | Time: 1191.49 ms [2022-03-07 08:23:37 main:574] : INFO : Epoch 1629 | loss: 0.0311748 | val_loss: 0.0311765 | Time: 1183.5 ms [2022-03-07 08:23:38 main:574] : INFO : Epoch 1630 | loss: 0.0311747 | val_loss: 0.0311761 | Time: 1193.72 ms [2022-03-07 08:23:39 main:574] : INFO : Epoch 1631 | loss: 0.0311736 | val_loss: 0.0311767 | Time: 1180.42 ms [2022-03-07 08:23:40 main:574] : INFO : Epoch 1632 | loss: 0.0311733 | val_loss: 0.0311767 | Time: 1182.69 ms [2022-03-07 08:23:42 main:574] : INFO : Epoch 1633 | loss: 0.0311737 | val_loss: 0.0311781 | Time: 1197.59 ms [2022-03-07 08:23:43 main:574] : INFO : Epoch 1634 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 1190.81 ms [2022-03-07 08:23:44 main:574] : INFO : Epoch 1635 | loss: 0.0311746 | val_loss: 0.0311782 | Time: 1185.15 ms [2022-03-07 08:23:45 main:574] : INFO : Epoch 1636 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 1199.17 ms [2022-03-07 08:23:46 main:574] : INFO : Epoch 1637 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 1196.07 ms [2022-03-07 08:23:48 main:574] : INFO : Epoch 1638 | loss: 0.0311745 | val_loss: 0.0311787 | Time: 1180.86 ms [2022-03-07 08:23:49 main:574] : INFO : Epoch 1639 | loss: 0.0311757 | val_loss: 0.0311808 | Time: 1186.39 ms [2022-03-07 08:23:50 main:574] : INFO : Epoch 1640 | loss: 0.0311741 | val_loss: 0.03118 | Time: 1181.69 ms [2022-03-07 08:23:51 main:574] : INFO : Epoch 1641 | loss: 0.0311738 | val_loss: 0.0311779 | Time: 1195.55 ms [2022-03-07 08:23:52 main:574] : INFO : Epoch 1642 | loss: 0.0311734 | val_loss: 0.0311766 | Time: 1202.59 ms [2022-03-07 08:23:54 main:574] : INFO : Epoch 1643 | loss: 0.0311738 | val_loss: 0.0311776 | Time: 1174.71 ms [2022-03-07 08:23:55 main:574] : INFO : Epoch 1644 | loss: 0.0311731 | val_loss: 0.031176 | Time: 1168.65 ms [2022-03-07 08:23:56 main:574] : INFO : Epoch 1645 | loss: 0.0311728 | val_loss: 0.0311755 | Time: 1198.77 ms [2022-03-07 08:23:57 main:574] : INFO : Epoch 1646 | loss: 0.0311721 | val_loss: 0.0311758 | Time: 1205.26 ms [2022-03-07 08:23:58 main:574] : INFO : Epoch 1647 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 1185.48 ms [2022-03-07 08:23:59 main:574] : INFO : Epoch 1648 | loss: 0.0311716 | val_loss: 0.0311759 | Time: 1180.45 ms [2022-03-07 08:24:01 main:574] : INFO : Epoch 1649 | loss: 0.031174 | val_loss: 0.0311788 | Time: 1184.94 ms [2022-03-07 08:24:02 main:574] : INFO : Epoch 1650 | loss: 0.0311733 | val_loss: 0.0311803 | Time: 1192.1 ms [2022-03-07 08:24:03 main:574] : INFO : Epoch 1651 | loss: 0.0311731 | val_loss: 0.0311805 | Time: 1196.07 ms [2022-03-07 08:24:04 main:574] : INFO : Epoch 1652 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 1211.51 ms [2022-03-07 08:24:05 main:574] : INFO : Epoch 1653 | loss: 0.031172 | val_loss: 0.0311797 | Time: 1192.84 ms [2022-03-07 08:24:07 main:574] : INFO : Epoch 1654 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 1191.95 ms [2022-03-07 08:24:08 main:574] : INFO : Epoch 1655 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 1196.53 ms [2022-03-07 08:24:09 main:574] : INFO : Epoch 1656 | loss: 0.031176 | val_loss: 0.0311768 | Time: 1201.18 ms [2022-03-07 08:24:10 main:574] : INFO : Epoch 1657 | loss: 0.0311755 | val_loss: 0.0311802 | Time: 1163.49 ms [2022-03-07 08:24:11 main:574] : INFO : Epoch 1658 | loss: 0.0311766 | val_loss: 0.0311777 | Time: 1180.29 ms [2022-03-07 08:24:13 main:574] : INFO : Epoch 1659 | loss: 0.0311745 | val_loss: 0.0311779 | Time: 1180.04 ms [2022-03-07 08:24:14 main:574] : INFO : Epoch 1660 | loss: 0.0311745 | val_loss: 0.0311757 | Time: 1161.32 ms [2022-03-07 08:24:15 main:574] : INFO : Epoch 1661 | loss: 0.0311762 | val_loss: 0.0311814 | Time: 1194.17 ms [2022-03-07 08:24:16 main:574] : INFO : Epoch 1662 | loss: 0.0311773 | val_loss: 0.0311798 | Time: 1181.91 ms [2022-03-07 08:24:17 main:574] : INFO : Epoch 1663 | loss: 0.0311769 | val_loss: 0.0311772 | Time: 1185.48 ms [2022-03-07 08:24:18 main:574] : INFO : Epoch 1664 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 1176.16 ms [2022-03-07 08:24:20 main:574] : INFO : Epoch 1665 | loss: 0.0311754 | val_loss: 0.031179 | Time: 1184.88 ms [2022-03-07 08:24:21 main:574] : INFO : Epoch 1666 | loss: 0.031174 | val_loss: 0.0311775 | Time: 1181.12 ms [2022-03-07 08:24:22 main:574] : INFO : Epoch 1667 | loss: 0.0311731 | val_loss: 0.0311771 | Time: 1185.17 ms [2022-03-07 08:24:23 main:574] : INFO : Epoch 1668 | loss: 0.0311735 | val_loss: 0.0311792 | Time: 1183.67 ms [2022-03-07 08:24:24 main:574] : INFO : Epoch 1669 | loss: 0.0311726 | val_loss: 0.0311784 | Time: 1184.64 ms [2022-03-07 08:24:26 main:574] : INFO : Epoch 1670 | loss: 0.0311732 | val_loss: 0.0311767 | Time: 1176.57 ms [2022-03-07 08:24:27 main:574] : INFO : Epoch 1671 | loss: 0.0311722 | val_loss: 0.0311767 | Time: 1186.11 ms [2022-03-07 08:24:28 main:574] : INFO : Epoch 1672 | loss: 0.0311743 | val_loss: 0.0311771 | Time: 1189.3 ms [2022-03-07 08:24:29 main:574] : INFO : Epoch 1673 | loss: 0.0311751 | val_loss: 0.0311825 | Time: 1182.02 ms [2022-03-07 08:24:30 main:574] : INFO : Epoch 1674 | loss: 0.03118 | val_loss: 0.0311789 | Time: 1187.69 ms [2022-03-07 08:24:32 main:574] : INFO : Epoch 1675 | loss: 0.0311768 | val_loss: 0.0311749 | Time: 1173.98 ms [2022-03-07 08:24:33 main:574] : INFO : Epoch 1676 | loss: 0.0311746 | val_loss: 0.0311755 | Time: 1201.94 ms [2022-03-07 08:24:34 main:574] : INFO : Epoch 1677 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 1202.81 ms [2022-03-07 08:24:35 main:574] : INFO : Epoch 1678 | loss: 0.0311775 | val_loss: 0.0311783 | Time: 1187.99 ms [2022-03-07 08:24:36 main:574] : INFO : Epoch 1679 | loss: 0.0311753 | val_loss: 0.0311759 | Time: 1185.4 ms [2022-03-07 08:24:37 main:574] : INFO : Epoch 1680 | loss: 0.0311736 | val_loss: 0.0311756 | Time: 1169.31 ms [2022-03-07 08:24:39 main:574] : INFO : Epoch 1681 | loss: 0.031174 | val_loss: 0.031177 | Time: 1189.84 ms [2022-03-07 08:24:40 main:574] : INFO : Epoch 1682 | loss: 0.0311735 | val_loss: 0.0311757 | Time: 1177.81 ms [2022-03-07 08:24:41 main:574] : INFO : Epoch 1683 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1181.38 ms [2022-03-07 08:24:42 main:574] : INFO : Epoch 1684 | loss: 0.0311737 | val_loss: 0.0311765 | Time: 1198.45 ms [2022-03-07 08:24:43 main:574] : INFO : Epoch 1685 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 1181.52 ms [2022-03-07 08:24:45 main:574] : INFO : Epoch 1686 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 1183.15 ms [2022-03-07 08:24:46 main:574] : INFO : Epoch 1687 | loss: 0.0311713 | val_loss: 0.0311768 | Time: 1192.54 ms [2022-03-07 08:24:47 main:574] : INFO : Epoch 1688 | loss: 0.0311737 | val_loss: 0.0311798 | Time: 1178.09 ms [2022-03-07 08:24:48 main:574] : INFO : Epoch 1689 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 1182.88 ms [2022-03-07 08:24:49 main:574] : INFO : Epoch 1690 | loss: 0.0311731 | val_loss: 0.031176 | Time: 1206.25 ms [2022-03-07 08:24:51 main:574] : INFO : Epoch 1691 | loss: 0.0311723 | val_loss: 0.0311766 | Time: 1196.48 ms [2022-03-07 08:24:52 main:574] : INFO : Epoch 1692 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 1181.03 ms [2022-03-07 08:24:53 main:574] : INFO : Epoch 1693 | loss: 0.0311718 | val_loss: 0.0311762 | Time: 1190.16 ms [2022-03-07 08:24:54 main:574] : INFO : Epoch 1694 | loss: 0.0311705 | val_loss: 0.0311785 | Time: 1192.37 ms [2022-03-07 08:24:55 main:574] : INFO : Epoch 1695 | loss: 0.0311708 | val_loss: 0.0311799 | Time: 1180.34 ms [2022-03-07 08:24:56 main:574] : INFO : Epoch 1696 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 1190.37 ms [2022-03-07 08:24:58 main:574] : INFO : Epoch 1697 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 1195.59 ms [2022-03-07 08:24:59 main:574] : INFO : Epoch 1698 | loss: 0.0311714 | val_loss: 0.0311798 | Time: 1199.33 ms [2022-03-07 08:25:00 main:574] : INFO : Epoch 1699 | loss: 0.031172 | val_loss: 0.0311781 | Time: 1170.84 ms [2022-03-07 08:25:01 main:574] : INFO : Epoch 1700 | loss: 0.0311716 | val_loss: 0.0311764 | Time: 1174.78 ms [2022-03-07 08:25:02 main:574] : INFO : Epoch 1701 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1186.51 ms [2022-03-07 08:25:04 main:574] : INFO : Epoch 1702 | loss: 0.0311707 | val_loss: 0.0311763 | Time: 1195.06 ms [2022-03-07 08:25:05 main:574] : INFO : Epoch 1703 | loss: 0.0311716 | val_loss: 0.0311748 | Time: 1169.97 ms [2022-03-07 08:25:06 main:574] : INFO : Epoch 1704 | loss: 0.0311723 | val_loss: 0.0311796 | Time: 1193.01 ms [2022-03-07 08:25:07 main:574] : INFO : Epoch 1705 | loss: 0.0311741 | val_loss: 0.0311782 | Time: 1197.8 ms [2022-03-07 08:25:08 main:574] : INFO : Epoch 1706 | loss: 0.0311741 | val_loss: 0.0311783 | Time: 1199.36 ms [2022-03-07 08:25:10 main:574] : INFO : Epoch 1707 | loss: 0.0311726 | val_loss: 0.0311777 | Time: 1176.6 ms [2022-03-07 08:25:11 main:574] : INFO : Epoch 1708 | loss: 0.0311718 | val_loss: 0.0311765 | Time: 1188.35 ms [2022-03-07 08:25:12 main:574] : INFO : Epoch 1709 | loss: 0.0311702 | val_loss: 0.0311754 | Time: 1183.9 ms [2022-03-07 08:25:13 main:574] : INFO : Epoch 1710 | loss: 0.03117 | val_loss: 0.0311776 | Time: 1184.63 ms [2022-03-07 08:25:14 main:574] : INFO : Epoch 1711 | loss: 0.0311699 | val_loss: 0.0311755 | Time: 1193.82 ms [2022-03-07 08:25:16 main:574] : INFO : Epoch 1712 | loss: 0.0311685 | val_loss: 0.0311745 | Time: 1186.04 ms [2022-03-07 08:25:17 main:574] : INFO : Epoch 1713 | loss: 0.0311695 | val_loss: 0.0311755 | Time: 1180.64 ms [2022-03-07 08:25:18 main:574] : INFO : Epoch 1714 | loss: 0.0311721 | val_loss: 0.0311759 | Time: 1181.74 ms [2022-03-07 08:25:19 main:574] : INFO : Epoch 1715 | loss: 0.0311718 | val_loss: 0.0311771 | Time: 1164.79 ms [2022-03-07 08:25:20 main:574] : INFO : Epoch 1716 | loss: 0.0311701 | val_loss: 0.0311792 | Time: 1187.62 ms [2022-03-07 08:25:21 main:574] : INFO : Epoch 1717 | loss: 0.0311704 | val_loss: 0.0311754 | Time: 1190.29 ms [2022-03-07 08:25:23 main:574] : INFO : Epoch 1718 | loss: 0.0311702 | val_loss: 0.0311749 | Time: 1170.65 ms [2022-03-07 08:25:24 main:574] : INFO : Epoch 1719 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 1206.45 ms [2022-03-07 08:25:25 main:574] : INFO : Epoch 1720 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 1176.4 ms [2022-03-07 08:25:26 main:574] : INFO : Epoch 1721 | loss: 0.0311665 | val_loss: 0.0311746 | Time: 1179.26 ms [2022-03-07 08:25:27 main:574] : INFO : Epoch 1722 | loss: 0.0311676 | val_loss: 0.0311784 | Time: 1197.36 ms [2022-03-07 08:25:29 main:574] : INFO : Epoch 1723 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 1187.88 ms [2022-03-07 08:25:30 main:574] : INFO : Epoch 1724 | loss: 0.0311674 | val_loss: 0.0311762 | Time: 1172.28 ms [2022-03-07 08:25:31 main:574] : INFO : Epoch 1725 | loss: 0.0311679 | val_loss: 0.0311742 | Time: 1190.13 ms [2022-03-07 08:25:32 main:574] : INFO : Epoch 1726 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 1185.82 ms [2022-03-07 08:25:33 main:574] : INFO : Epoch 1727 | loss: 0.031168 | val_loss: 0.0311746 | Time: 1185.35 ms [2022-03-07 08:25:34 main:574] : INFO : Epoch 1728 | loss: 0.031169 | val_loss: 0.0311772 | Time: 1187.43 ms [2022-03-07 08:25:36 main:574] : INFO : Epoch 1729 | loss: 0.0311699 | val_loss: 0.0311771 | Time: 1190.96 ms [2022-03-07 08:25:37 main:574] : INFO : Epoch 1730 | loss: 0.031168 | val_loss: 0.0311749 | Time: 1186.24 ms [2022-03-07 08:25:38 main:574] : INFO : Epoch 1731 | loss: 0.031167 | val_loss: 0.0311754 | Time: 1219.52 ms [2022-03-07 08:25:39 main:574] : INFO : Epoch 1732 | loss: 0.0311667 | val_loss: 0.0311752 | Time: 1182.36 ms [2022-03-07 08:25:40 main:574] : INFO : Epoch 1733 | loss: 0.031167 | val_loss: 0.0311743 | Time: 1191.56 ms [2022-03-07 08:25:42 main:574] : INFO : Epoch 1734 | loss: 0.0311669 | val_loss: 0.0311747 | Time: 1199.61 ms [2022-03-07 08:25:43 main:574] : INFO : Epoch 1735 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 1191.7 ms [2022-03-07 08:25:44 main:574] : INFO : Epoch 1736 | loss: 0.0311656 | val_loss: 0.0311738 | Time: 1196.02 ms [2022-03-07 08:25:45 main:574] : INFO : Epoch 1737 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 1171.79 ms [2022-03-07 08:25:46 main:574] : INFO : Epoch 1738 | loss: 0.0311698 | val_loss: 0.0311737 | Time: 1189.31 ms [2022-03-07 08:25:48 main:574] : INFO : Epoch 1739 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 1194.92 ms [2022-03-07 08:25:49 main:574] : INFO : Epoch 1740 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 1185.91 ms [2022-03-07 08:25:50 main:574] : INFO : Epoch 1741 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1190.15 ms [2022-03-07 08:25:51 main:574] : INFO : Epoch 1742 | loss: 0.031172 | val_loss: 0.0311783 | Time: 1202.27 ms [2022-03-07 08:25:52 main:574] : INFO : Epoch 1743 | loss: 0.0311751 | val_loss: 0.0311923 | Time: 1186.32 ms [2022-03-07 08:25:54 main:574] : INFO : Epoch 1744 | loss: 0.0311777 | val_loss: 0.031177 | Time: 1209.21 ms [2022-03-07 08:25:55 main:574] : INFO : Epoch 1745 | loss: 0.0311696 | val_loss: 0.0311763 | Time: 1191.11 ms [2022-03-07 08:25:56 main:574] : INFO : Epoch 1746 | loss: 0.0311686 | val_loss: 0.031175 | Time: 1194.64 ms [2022-03-07 08:25:57 main:574] : INFO : Epoch 1747 | loss: 0.0311699 | val_loss: 0.0311766 | Time: 1192.34 ms [2022-03-07 08:25:58 main:574] : INFO : Epoch 1748 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 1188.27 ms [2022-03-07 08:26:00 main:574] : INFO : Epoch 1749 | loss: 0.0311708 | val_loss: 0.0311772 | Time: 1198.95 ms [2022-03-07 08:26:01 main:574] : INFO : Epoch 1750 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 1178.44 ms [2022-03-07 08:26:02 main:574] : INFO : Epoch 1751 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 1191.44 ms [2022-03-07 08:26:03 main:574] : INFO : Epoch 1752 | loss: 0.0311679 | val_loss: 0.0311737 | Time: 1180.13 ms [2022-03-07 08:26:04 main:574] : INFO : Epoch 1753 | loss: 0.0311671 | val_loss: 0.0311736 | Time: 1171.69 ms [2022-03-07 08:26:05 main:574] : INFO : Epoch 1754 | loss: 0.0311677 | val_loss: 0.031174 | Time: 1197.99 ms [2022-03-07 08:26:07 main:574] : INFO : Epoch 1755 | loss: 0.0311666 | val_loss: 0.031172 | Time: 1173.93 ms [2022-03-07 08:26:08 main:574] : INFO : Epoch 1756 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 1178.58 ms [2022-03-07 08:26:09 main:574] : INFO : Epoch 1757 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 1185.82 ms [2022-03-07 08:26:10 main:574] : INFO : Epoch 1758 | loss: 0.0311652 | val_loss: 0.0311758 | Time: 1208.67 ms [2022-03-07 08:26:11 main:574] : INFO : Epoch 1759 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 1202.79 ms [2022-03-07 08:26:13 main:574] : INFO : Epoch 1760 | loss: 0.0311674 | val_loss: 0.0311754 | Time: 1185.22 ms [2022-03-07 08:26:14 main:574] : INFO : Epoch 1761 | loss: 0.0311656 | val_loss: 0.0311746 | Time: 1200.07 ms [2022-03-07 08:26:15 main:574] : INFO : Epoch 1762 | loss: 0.0311669 | val_loss: 0.0311748 | Time: 1179.48 ms [2022-03-07 08:26:16 main:574] : INFO : Epoch 1763 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 1183.92 ms [2022-03-07 08:26:17 main:574] : INFO : Epoch 1764 | loss: 0.0311654 | val_loss: 0.0311735 | Time: 1183.6 ms [2022-03-07 08:26:19 main:574] : INFO : Epoch 1765 | loss: 0.0311662 | val_loss: 0.031172 | Time: 1192.09 ms [2022-03-07 08:26:20 main:574] : INFO : Epoch 1766 | loss: 0.0311664 | val_loss: 0.0311729 | Time: 1177.98 ms [2022-03-07 08:26:21 main:574] : INFO : Epoch 1767 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 1196.73 ms [2022-03-07 08:26:22 main:574] : INFO : Epoch 1768 | loss: 0.0311646 | val_loss: 0.031172 | Time: 1204.41 ms [2022-03-07 08:26:23 main:574] : INFO : Epoch 1769 | loss: 0.0311641 | val_loss: 0.0311734 | Time: 1194.02 ms [2022-03-07 08:26:25 main:574] : INFO : Epoch 1770 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 1187.59 ms [2022-03-07 08:26:26 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311742 | Time: 1172.07 ms [2022-03-07 08:26:27 main:574] : INFO : Epoch 1772 | loss: 0.0311642 | val_loss: 0.0311741 | Time: 1186.12 ms [2022-03-07 08:26:28 main:574] : INFO : Epoch 1773 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 1198.93 ms [2022-03-07 08:26:29 main:574] : INFO : Epoch 1774 | loss: 0.0311647 | val_loss: 0.031175 | Time: 1178.61 ms [2022-03-07 08:26:30 main:574] : INFO : Epoch 1775 | loss: 0.0311659 | val_loss: 0.031173 | Time: 1185.23 ms [2022-03-07 08:26:32 main:574] : INFO : Epoch 1776 | loss: 0.0311643 | val_loss: 0.031174 | Time: 1188.27 ms [2022-03-07 08:26:33 main:574] : INFO : Epoch 1777 | loss: 0.0311647 | val_loss: 0.0311729 | Time: 1213.97 ms [2022-03-07 08:26:34 main:574] : INFO : Epoch 1778 | loss: 0.0311642 | val_loss: 0.0311752 | Time: 1189.03 ms [2022-03-07 08:26:35 main:574] : INFO : Epoch 1779 | loss: 0.031164 | val_loss: 0.0311783 | Time: 1174.33 ms [2022-03-07 08:26:36 main:574] : INFO : Epoch 1780 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 1181 ms [2022-03-07 08:26:38 main:574] : INFO : Epoch 1781 | loss: 0.031169 | val_loss: 0.031175 | Time: 1189.64 ms [2022-03-07 08:26:39 main:574] : INFO : Epoch 1782 | loss: 0.0311697 | val_loss: 0.0311825 | Time: 1189.25 ms [2022-03-07 08:26:40 main:574] : INFO : Epoch 1783 | loss: 0.031172 | val_loss: 0.0311769 | Time: 1191.68 ms [2022-03-07 08:26:41 main:574] : INFO : Epoch 1784 | loss: 0.0311694 | val_loss: 0.0311768 | Time: 1187.89 ms [2022-03-07 08:26:42 main:574] : INFO : Epoch 1785 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 1189.95 ms [2022-03-07 08:26:44 main:574] : INFO : Epoch 1786 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 1186.8 ms [2022-03-07 08:26:45 main:574] : INFO : Epoch 1787 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 1191.64 ms [2022-03-07 08:26:46 main:574] : INFO : Epoch 1788 | loss: 0.0311691 | val_loss: 0.031174 | Time: 1194.69 ms [2022-03-07 08:26:47 main:574] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311776 | Time: 1199.46 ms [2022-03-07 08:26:48 main:574] : INFO : Epoch 1790 | loss: 0.0311682 | val_loss: 0.0311765 | Time: 1183.35 ms [2022-03-07 08:26:49 main:574] : INFO : Epoch 1791 | loss: 0.0311671 | val_loss: 0.0311746 | Time: 1181.3 ms [2022-03-07 08:26:51 main:574] : INFO : Epoch 1792 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 1187.18 ms [2022-03-07 08:26:52 main:574] : INFO : Epoch 1793 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 1197.66 ms [2022-03-07 08:26:53 main:574] : INFO : Epoch 1794 | loss: 0.031169 | val_loss: 0.0311748 | Time: 1192.65 ms [2022-03-07 08:26:54 main:574] : INFO : Epoch 1795 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 1190.18 ms [2022-03-07 08:26:55 main:574] : INFO : Epoch 1796 | loss: 0.0311726 | val_loss: 0.0311799 | Time: 1169.09 ms [2022-03-07 08:26:57 main:574] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311738 | Time: 1190.29 ms [2022-03-07 08:26:58 main:574] : INFO : Epoch 1798 | loss: 0.0311679 | val_loss: 0.0311724 | Time: 1194.38 ms [2022-03-07 08:26:59 main:574] : INFO : Epoch 1799 | loss: 0.0311684 | val_loss: 0.0311792 | Time: 1185.06 ms [2022-03-07 08:27:00 main:574] : INFO : Epoch 1800 | loss: 0.0311778 | val_loss: 0.0312141 | Time: 1171.17 ms [2022-03-07 08:27:01 main:574] : INFO : Epoch 1801 | loss: 0.0321324 | val_loss: 0.0321738 | Time: 1205.96 ms [2022-03-07 08:27:03 main:574] : INFO : Epoch 1802 | loss: 0.0316571 | val_loss: 0.0313486 | Time: 1164.71 ms [2022-03-07 08:27:04 main:574] : INFO : Epoch 1803 | loss: 0.0312507 | val_loss: 0.0311915 | Time: 1190.04 ms [2022-03-07 08:27:05 main:574] : INFO : Epoch 1804 | loss: 0.0311804 | val_loss: 0.0311819 | Time: 1183.88 ms [2022-03-07 08:27:06 main:574] : INFO : Epoch 1805 | loss: 0.03117 | val_loss: 0.031173 | Time: 1179.07 ms [2022-03-07 08:27:07 main:574] : INFO : Epoch 1806 | loss: 0.0311656 | val_loss: 0.031171 | Time: 1178.92 ms [2022-03-07 08:27:08 main:574] : INFO : Epoch 1807 | loss: 0.0311647 | val_loss: 0.0311711 | Time: 1183.58 ms [2022-03-07 08:27:10 main:574] : INFO : Epoch 1808 | loss: 0.0311645 | val_loss: 0.0311701 | Time: 1183.04 ms [2022-03-07 08:27:11 main:574] : INFO : Epoch 1809 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 1194.7 ms [2022-03-07 08:27:12 main:574] : INFO : Epoch 1810 | loss: 0.0311654 | val_loss: 0.0311703 | Time: 1186.21 ms [2022-03-07 08:27:13 main:574] : INFO : Epoch 1811 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 1196.89 ms [2022-03-07 08:27:14 main:574] : INFO : Epoch 1812 | loss: 0.0311642 | val_loss: 0.0311707 | Time: 1195.14 ms [2022-03-07 08:27:16 main:574] : INFO : Epoch 1813 | loss: 0.0311629 | val_loss: 0.0311707 | Time: 1185.01 ms [2022-03-07 08:27:17 main:574] : INFO : Epoch 1814 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 1207.99 ms [2022-03-07 08:27:18 main:574] : INFO : Epoch 1815 | loss: 0.031163 | val_loss: 0.0311709 | Time: 1180.38 ms [2022-03-07 08:27:19 main:574] : INFO : Epoch 1816 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 1192.94 ms [2022-03-07 08:27:20 main:574] : INFO : Epoch 1817 | loss: 0.0311631 | val_loss: 0.0311703 | Time: 1199.86 ms [2022-03-07 08:27:22 main:574] : INFO : Epoch 1818 | loss: 0.0311637 | val_loss: 0.0311704 | Time: 1180.31 ms [2022-03-07 08:27:23 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311714 | Time: 1176.63 ms [2022-03-07 08:27:24 main:574] : INFO : Epoch 1820 | loss: 0.0311631 | val_loss: 0.0311722 | Time: 1202.95 ms [2022-03-07 08:27:25 main:574] : INFO : Epoch 1821 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 1178.64 ms [2022-03-07 08:27:26 main:574] : INFO : Epoch 1822 | loss: 0.0311642 | val_loss: 0.0311705 | Time: 1208.24 ms [2022-03-07 08:27:28 main:574] : INFO : Epoch 1823 | loss: 0.031166 | val_loss: 0.0311759 | Time: 1194.82 ms [2022-03-07 08:27:29 main:574] : INFO : Epoch 1824 | loss: 0.0311694 | val_loss: 0.0311742 | Time: 1194.1 ms [2022-03-07 08:27:30 main:574] : INFO : Epoch 1825 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 1192.37 ms [2022-03-07 08:27:31 main:574] : INFO : Epoch 1826 | loss: 0.0311667 | val_loss: 0.0311721 | Time: 1173.97 ms [2022-03-07 08:27:32 main:574] : INFO : Epoch 1827 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1195.56 ms [2022-03-07 08:27:34 main:574] : INFO : Epoch 1828 | loss: 0.031166 | val_loss: 0.0311729 | Time: 1183.35 ms [2022-03-07 08:27:35 main:574] : INFO : Epoch 1829 | loss: 0.031165 | val_loss: 0.0311712 | Time: 1189.91 ms [2022-03-07 08:27:36 main:574] : INFO : Epoch 1830 | loss: 0.0311656 | val_loss: 0.031174 | Time: 1192.6 ms [2022-03-07 08:27:37 main:574] : INFO : Epoch 1831 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 1195.95 ms [2022-03-07 08:27:38 main:574] : INFO : Epoch 1832 | loss: 0.0311648 | val_loss: 0.0311719 | Time: 1192.71 ms [2022-03-07 08:27:39 main:574] : INFO : Epoch 1833 | loss: 0.0311645 | val_loss: 0.0311732 | Time: 1186.69 ms [2022-03-07 08:27:41 main:574] : INFO : Epoch 1834 | loss: 0.0311648 | val_loss: 0.0311727 | Time: 1184.49 ms [2022-03-07 08:27:42 main:574] : INFO : Epoch 1835 | loss: 0.0311639 | val_loss: 0.0311712 | Time: 1198.56 ms [2022-03-07 08:27:43 main:574] : INFO : Epoch 1836 | loss: 0.0311629 | val_loss: 0.031172 | Time: 1192.79 ms [2022-03-07 08:27:44 main:574] : INFO : Epoch 1837 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 1185.68 ms [2022-03-07 08:27:45 main:574] : INFO : Epoch 1838 | loss: 0.0311618 | val_loss: 0.0311703 | Time: 1193.21 ms [2022-03-07 08:27:47 main:574] : INFO : Epoch 1839 | loss: 0.031164 | val_loss: 0.0311706 | Time: 1179.93 ms [2022-03-07 08:27:48 main:574] : INFO : Epoch 1840 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 1181.27 ms [2022-03-07 08:27:49 main:574] : INFO : Epoch 1841 | loss: 0.031164 | val_loss: 0.0311719 | Time: 1193.63 ms [2022-03-07 08:27:50 main:574] : INFO : Epoch 1842 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 1173.69 ms [2022-03-07 08:27:51 main:574] : INFO : Epoch 1843 | loss: 0.0311631 | val_loss: 0.0311714 | Time: 1186.02 ms [2022-03-07 08:27:53 main:574] : INFO : Epoch 1844 | loss: 0.031164 | val_loss: 0.0311733 | Time: 1182.04 ms [2022-03-07 08:27:54 main:574] : INFO : Epoch 1845 | loss: 0.0311643 | val_loss: 0.0311736 | Time: 1198.11 ms [2022-03-07 08:27:55 main:574] : INFO : Epoch 1846 | loss: 0.0311642 | val_loss: 0.0311754 | Time: 1186.82 ms [2022-03-07 08:27:56 main:574] : INFO : Epoch 1847 | loss: 0.0311657 | val_loss: 0.0311744 | Time: 1182.68 ms [2022-03-07 08:27:57 main:574] : INFO : Epoch 1848 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 1212.9 ms [2022-03-07 08:27:59 main:574] : INFO : Epoch 1849 | loss: 0.031162 | val_loss: 0.0311735 | Time: 1188.17 ms [2022-03-07 08:28:00 main:574] : INFO : Epoch 1850 | loss: 0.0311626 | val_loss: 0.031173 | Time: 1178 ms [2022-03-07 08:28:01 main:574] : INFO : Epoch 1851 | loss: 0.0311629 | val_loss: 0.0311723 | Time: 1182.98 ms [2022-03-07 08:28:02 main:574] : INFO : Epoch 1852 | loss: 0.0311628 | val_loss: 0.0311729 | Time: 1197.29 ms [2022-03-07 08:28:03 main:574] : INFO : Epoch 1853 | loss: 0.0311636 | val_loss: 0.0311716 | Time: 1185.8 ms [2022-03-07 08:28:04 main:574] : INFO : Epoch 1854 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 1166.31 ms [2022-03-07 08:28:06 main:574] : INFO : Epoch 1855 | loss: 0.031163 | val_loss: 0.0311708 | Time: 1219.99 ms [2022-03-07 08:28:07 main:574] : INFO : Epoch 1856 | loss: 0.0311621 | val_loss: 0.0311708 | Time: 1194.53 ms [2022-03-07 08:28:08 main:574] : INFO : Epoch 1857 | loss: 0.0311638 | val_loss: 0.0311708 | Time: 1193.54 ms [2022-03-07 08:28:09 main:574] : INFO : Epoch 1858 | loss: 0.0311685 | val_loss: 0.0311713 | Time: 1186.68 ms [2022-03-07 08:28:10 main:574] : INFO : Epoch 1859 | loss: 0.0311677 | val_loss: 0.031172 | Time: 1187.22 ms [2022-03-07 08:28:12 main:574] : INFO : Epoch 1860 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 1184.47 ms [2022-03-07 08:28:13 main:574] : INFO : Epoch 1861 | loss: 0.0311641 | val_loss: 0.0311717 | Time: 1205 ms [2022-03-07 08:28:14 main:574] : INFO : Epoch 1862 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 1198.77 ms [2022-03-07 08:28:15 main:574] : INFO : Epoch 1863 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 1193.32 ms [2022-03-07 08:28:16 main:574] : INFO : Epoch 1864 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 1195.54 ms [2022-03-07 08:28:18 main:574] : INFO : Epoch 1865 | loss: 0.031165 | val_loss: 0.0311709 | Time: 1202.56 ms [2022-03-07 08:28:19 main:574] : INFO : Epoch 1866 | loss: 0.0311651 | val_loss: 0.0311733 | Time: 1192.82 ms [2022-03-07 08:28:20 main:574] : INFO : Epoch 1867 | loss: 0.0311657 | val_loss: 0.0311709 | Time: 1201.34 ms [2022-03-07 08:28:21 main:574] : INFO : Epoch 1868 | loss: 0.031165 | val_loss: 0.0311705 | Time: 1203.35 ms [2022-03-07 08:28:22 main:574] : INFO : Epoch 1869 | loss: 0.0311635 | val_loss: 0.0311697 | Time: 1193.84 ms [2022-03-07 08:28:24 main:574] : INFO : Epoch 1870 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 1188.58 ms [2022-03-07 08:28:25 main:574] : INFO : Epoch 1871 | loss: 0.0311635 | val_loss: 0.0311691 | Time: 1299.37 ms [2022-03-07 08:28:26 main:574] : INFO : Epoch 1872 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1293.03 ms [2022-03-07 08:28:27 main:574] : INFO : Epoch 1873 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 1182.96 ms [2022-03-07 08:28:29 main:574] : INFO : Epoch 1874 | loss: 0.0311644 | val_loss: 0.0311728 | Time: 1171.05 ms [2022-03-07 08:28:30 main:574] : INFO : Epoch 1875 | loss: 0.0311633 | val_loss: 0.0311714 | Time: 1189.03 ms [2022-03-07 08:28:31 main:574] : INFO : Epoch 1876 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 1195.41 ms [2022-03-07 08:28:32 main:574] : INFO : Epoch 1877 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 1198.07 ms [2022-03-07 08:28:33 main:574] : INFO : Epoch 1878 | loss: 0.0311611 | val_loss: 0.0311718 | Time: 1190.23 ms [2022-03-07 08:28:35 main:574] : INFO : Epoch 1879 | loss: 0.0311614 | val_loss: 0.031171 | Time: 1198.49 ms [2022-03-07 08:28:36 main:574] : INFO : Epoch 1880 | loss: 0.0311631 | val_loss: 0.031179 | Time: 1177.84 ms [2022-03-07 08:28:37 main:574] : INFO : Epoch 1881 | loss: 0.0311642 | val_loss: 0.0311721 | Time: 1180.18 ms [2022-03-07 08:28:38 main:574] : INFO : Epoch 1882 | loss: 0.0311652 | val_loss: 0.0311723 | Time: 1195.26 ms [2022-03-07 08:28:39 main:574] : INFO : Epoch 1883 | loss: 0.0311657 | val_loss: 0.0311723 | Time: 1202.5 ms [2022-03-07 08:28:40 main:574] : INFO : Epoch 1884 | loss: 0.0311648 | val_loss: 0.0311699 | Time: 1192.17 ms [2022-03-07 08:28:42 main:574] : INFO : Epoch 1885 | loss: 0.0311651 | val_loss: 0.0311711 | Time: 1181.63 ms [2022-03-07 08:28:43 main:574] : INFO : Epoch 1886 | loss: 0.0311636 | val_loss: 0.0311702 | Time: 1182.36 ms [2022-03-07 08:28:44 main:574] : INFO : Epoch 1887 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 1198.28 ms [2022-03-07 08:28:45 main:574] : INFO : Epoch 1888 | loss: 0.0311618 | val_loss: 0.0311691 | Time: 1184.91 ms [2022-03-07 08:28:46 main:574] : INFO : Epoch 1889 | loss: 0.0311611 | val_loss: 0.0311687 | Time: 1175.64 ms [2022-03-07 08:28:48 main:574] : INFO : Epoch 1890 | loss: 0.0311614 | val_loss: 0.0311712 | Time: 1188.25 ms [2022-03-07 08:28:49 main:574] : INFO : Epoch 1891 | loss: 0.0311614 | val_loss: 0.0311701 | Time: 1194.73 ms [2022-03-07 08:28:50 main:574] : INFO : Epoch 1892 | loss: 0.0311609 | val_loss: 0.0311704 | Time: 1190.87 ms [2022-03-07 08:28:51 main:574] : INFO : Epoch 1893 | loss: 0.0311605 | val_loss: 0.0311711 | Time: 1205.7 ms [2022-03-07 08:28:52 main:574] : INFO : Epoch 1894 | loss: 0.0311599 | val_loss: 0.0311684 | Time: 1185.23 ms [2022-03-07 08:28:54 main:574] : INFO : Epoch 1895 | loss: 0.0311596 | val_loss: 0.0311707 | Time: 1183.34 ms [2022-03-07 08:28:55 main:574] : INFO : Epoch 1896 | loss: 0.0311596 | val_loss: 0.0311695 | Time: 1186.46 ms [2022-03-07 08:28:56 main:574] : INFO : Epoch 1897 | loss: 0.0311599 | val_loss: 0.0311693 | Time: 1201.07 ms [2022-03-07 08:28:57 main:574] : INFO : Epoch 1898 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 1208.64 ms [2022-03-07 08:28:58 main:574] : INFO : Epoch 1899 | loss: 0.0311636 | val_loss: 0.0311676 | Time: 1191.16 ms [2022-03-07 08:29:00 main:574] : INFO : Epoch 1900 | loss: 0.0311623 | val_loss: 0.0311673 | Time: 1191.65 ms [2022-03-07 08:29:01 main:574] : INFO : Epoch 1901 | loss: 0.0311617 | val_loss: 0.0311661 | Time: 1198.4 ms [2022-03-07 08:29:02 main:574] : INFO : Epoch 1902 | loss: 0.0311623 | val_loss: 0.0311665 | Time: 1194.02 ms [2022-03-07 08:29:03 main:574] : INFO : Epoch 1903 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 1183.69 ms [2022-03-07 08:29:04 main:574] : INFO : Epoch 1904 | loss: 0.031166 | val_loss: 0.031171 | Time: 1202.32 ms [2022-03-07 08:29:06 main:574] : INFO : Epoch 1905 | loss: 0.0311649 | val_loss: 0.0311674 | Time: 1192.84 ms [2022-03-07 08:29:07 main:574] : INFO : Epoch 1906 | loss: 0.0311616 | val_loss: 0.0311654 | Time: 1167.5 ms [2022-03-07 08:29:08 main:574] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.0311659 | Time: 1182.88 ms [2022-03-07 08:29:09 main:574] : INFO : Epoch 1908 | loss: 0.0311613 | val_loss: 0.0311671 | Time: 1207.2 ms [2022-03-07 08:29:10 main:574] : INFO : Epoch 1909 | loss: 0.0311616 | val_loss: 0.0311663 | Time: 1201.86 ms [2022-03-07 08:29:11 main:574] : INFO : Epoch 1910 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 1184.54 ms [2022-03-07 08:29:13 main:574] : INFO : Epoch 1911 | loss: 0.0311598 | val_loss: 0.0311673 | Time: 1177.51 ms [2022-03-07 08:29:14 main:574] : INFO : Epoch 1912 | loss: 0.0311616 | val_loss: 0.0311675 | Time: 1182.83 ms [2022-03-07 08:29:15 main:574] : INFO : Epoch 1913 | loss: 0.0311606 | val_loss: 0.0311685 | Time: 1201.95 ms [2022-03-07 08:29:16 main:574] : INFO : Epoch 1914 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 1181.93 ms [2022-03-07 08:29:17 main:574] : INFO : Epoch 1915 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 1187.59 ms [2022-03-07 08:29:19 main:574] : INFO : Epoch 1916 | loss: 0.0311634 | val_loss: 0.0311682 | Time: 1192.81 ms [2022-03-07 08:29:20 main:574] : INFO : Epoch 1917 | loss: 0.0311646 | val_loss: 0.031169 | Time: 1184.12 ms [2022-03-07 08:29:21 main:574] : INFO : Epoch 1918 | loss: 0.0311698 | val_loss: 0.0311733 | Time: 1191.57 ms [2022-03-07 08:29:22 main:574] : INFO : Epoch 1919 | loss: 0.0311711 | val_loss: 0.0311725 | Time: 1188.36 ms [2022-03-07 08:29:23 main:574] : INFO : Epoch 1920 | loss: 0.0311703 | val_loss: 0.031171 | Time: 1190.72 ms [2022-03-07 08:29:25 main:574] : INFO : Epoch 1921 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 1180.18 ms [2022-03-07 08:29:26 main:574] : INFO : Epoch 1922 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 1179.21 ms [2022-03-07 08:29:27 main:574] : INFO : Epoch 1923 | loss: 0.0311689 | val_loss: 0.0311721 | Time: 1181.29 ms [2022-03-07 08:29:28 main:574] : INFO : Epoch 1924 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 1181.69 ms [2022-03-07 08:29:29 main:574] : INFO : Epoch 1925 | loss: 0.0311674 | val_loss: 0.0311707 | Time: 1206.71 ms [2022-03-07 08:29:30 main:574] : INFO : Epoch 1926 | loss: 0.0311683 | val_loss: 0.0311724 | Time: 1189.26 ms [2022-03-07 08:29:32 main:574] : INFO : Epoch 1927 | loss: 0.0311672 | val_loss: 0.0311733 | Time: 1186.47 ms [2022-03-07 08:29:33 main:574] : INFO : Epoch 1928 | loss: 0.0311664 | val_loss: 0.0311721 | Time: 1171.3 ms [2022-03-07 08:29:34 main:574] : INFO : Epoch 1929 | loss: 0.031166 | val_loss: 0.0311734 | Time: 1213.1 ms [2022-03-07 08:29:35 main:574] : INFO : Epoch 1930 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1183.18 ms [2022-03-07 08:29:36 main:574] : INFO : Epoch 1931 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 1203.23 ms [2022-03-07 08:29:38 main:574] : INFO : Epoch 1932 | loss: 0.0311663 | val_loss: 0.0311734 | Time: 1180.04 ms [2022-03-07 08:29:39 main:574] : INFO : Epoch 1933 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 1186.42 ms [2022-03-07 08:29:40 main:574] : INFO : Epoch 1934 | loss: 0.0311655 | val_loss: 0.0311722 | Time: 1180.74 ms [2022-03-07 08:29:41 main:574] : INFO : Epoch 1935 | loss: 0.0311646 | val_loss: 0.0311729 | Time: 1201.63 ms [2022-03-07 08:29:42 main:574] : INFO : Epoch 1936 | loss: 0.031165 | val_loss: 0.0311718 | Time: 1176.38 ms [2022-03-07 08:29:44 main:574] : INFO : Epoch 1937 | loss: 0.0311655 | val_loss: 0.0311711 | Time: 1193.56 ms [2022-03-07 08:29:45 main:574] : INFO : Epoch 1938 | loss: 0.0311652 | val_loss: 0.031173 | Time: 1182.05 ms [2022-03-07 08:29:46 main:574] : INFO : Epoch 1939 | loss: 0.0311651 | val_loss: 0.0311731 | Time: 1176.85 ms [2022-03-07 08:29:47 main:574] : INFO : Epoch 1940 | loss: 0.0311648 | val_loss: 0.0311712 | Time: 1202.55 ms [2022-03-07 08:29:48 main:574] : INFO : Epoch 1941 | loss: 0.0311647 | val_loss: 0.0311744 | Time: 1188.61 ms [2022-03-07 08:29:50 main:574] : INFO : Epoch 1942 | loss: 0.0311687 | val_loss: 0.031173 | Time: 1203.44 ms [2022-03-07 08:29:51 main:574] : INFO : Epoch 1943 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 1185.38 ms [2022-03-07 08:29:52 main:574] : INFO : Epoch 1944 | loss: 0.0311669 | val_loss: 0.0311728 | Time: 1168.11 ms [2022-03-07 08:29:53 main:574] : INFO : Epoch 1945 | loss: 0.031166 | val_loss: 0.0311727 | Time: 1210.86 ms [2022-03-07 08:29:54 main:574] : INFO : Epoch 1946 | loss: 0.0311669 | val_loss: 0.0311733 | Time: 1192.65 ms [2022-03-07 08:29:55 main:574] : INFO : Epoch 1947 | loss: 0.031166 | val_loss: 0.0311724 | Time: 1191.74 ms [2022-03-07 08:29:57 main:574] : INFO : Epoch 1948 | loss: 0.0311649 | val_loss: 0.031173 | Time: 1190.44 ms [2022-03-07 08:29:58 main:574] : INFO : Epoch 1949 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1187.15 ms [2022-03-07 08:29:59 main:574] : INFO : Epoch 1950 | loss: 0.0311642 | val_loss: 0.0311727 | Time: 1182.8 ms [2022-03-07 08:30:00 main:574] : INFO : Epoch 1951 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 1176.96 ms [2022-03-07 08:30:01 main:574] : INFO : Epoch 1952 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 1201.1 ms [2022-03-07 08:30:03 main:574] : INFO : Epoch 1953 | loss: 0.0311658 | val_loss: 0.0311777 | Time: 1183.99 ms [2022-03-07 08:30:04 main:574] : INFO : Epoch 1954 | loss: 0.0311651 | val_loss: 0.0311735 | Time: 1180.97 ms [2022-03-07 08:30:05 main:574] : INFO : Epoch 1955 | loss: 0.0311646 | val_loss: 0.0311716 | Time: 1196.63 ms [2022-03-07 08:30:06 main:574] : INFO : Epoch 1956 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 1188.56 ms [2022-03-07 08:30:07 main:574] : INFO : Epoch 1957 | loss: 0.0311637 | val_loss: 0.0311716 | Time: 1195.73 ms [2022-03-07 08:30:09 main:574] : INFO : Epoch 1958 | loss: 0.0311649 | val_loss: 0.031175 | Time: 1197.22 ms [2022-03-07 08:30:10 main:574] : INFO : Epoch 1959 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 1207.39 ms [2022-03-07 08:30:11 main:574] : INFO : Epoch 1960 | loss: 0.0311631 | val_loss: 0.0311705 | Time: 1223.28 ms [2022-03-07 08:30:13 main:574] : INFO : Epoch 1961 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 1570.91 ms [2022-03-07 08:30:14 main:574] : INFO : Epoch 1962 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 1222.11 ms [2022-03-07 08:30:15 main:574] : INFO : Epoch 1963 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 1180.41 ms [2022-03-07 08:30:17 main:574] : INFO : Epoch 1964 | loss: 0.0311624 | val_loss: 0.0311723 | Time: 1181.81 ms [2022-03-07 08:30:18 main:574] : INFO : Epoch 1965 | loss: 0.0311621 | val_loss: 0.031176 | Time: 1192.41 ms [2022-03-07 08:30:19 main:574] : INFO : Epoch 1966 | loss: 0.0311632 | val_loss: 0.0311717 | Time: 1185.84 ms [2022-03-07 08:30:20 main:574] : INFO : Epoch 1967 | loss: 0.0311629 | val_loss: 0.0311737 | Time: 1191.9 ms [2022-03-07 08:30:21 main:574] : INFO : Epoch 1968 | loss: 0.0311632 | val_loss: 0.031172 | Time: 1181.45 ms [2022-03-07 08:30:23 main:574] : INFO : Epoch 1969 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 1181.81 ms [2022-03-07 08:30:24 main:574] : INFO : Epoch 1970 | loss: 0.0311618 | val_loss: 0.0311714 | Time: 1180.42 ms [2022-03-07 08:30:25 main:574] : INFO : Epoch 1971 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 1198.38 ms [2022-03-07 08:30:26 main:574] : INFO : Epoch 1972 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 1198.62 ms [2022-03-07 08:30:27 main:574] : INFO : Epoch 1973 | loss: 0.0311605 | val_loss: 0.031171 | Time: 1209.1 ms [2022-03-07 08:30:29 main:574] : INFO : Epoch 1974 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 1218.98 ms [2022-03-07 08:30:30 main:574] : INFO : Epoch 1975 | loss: 0.0311609 | val_loss: 0.0311724 | Time: 1374.32 ms [2022-03-07 08:30:31 main:574] : INFO : Epoch 1976 | loss: 0.0311606 | val_loss: 0.0311722 | Time: 1203.39 ms [2022-03-07 08:30:33 main:574] : INFO : Epoch 1977 | loss: 0.0311601 | val_loss: 0.0311712 | Time: 1236.87 ms [2022-03-07 08:30:34 main:574] : INFO : Epoch 1978 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 1305.16 ms [2022-03-07 08:30:35 main:574] : INFO : Epoch 1979 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 1183.38 ms [2022-03-07 08:30:37 main:574] : INFO : Epoch 1980 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 1178.23 ms [2022-03-07 08:30:38 main:574] : INFO : Epoch 1981 | loss: 0.0311599 | val_loss: 0.0311712 | Time: 1192.19 ms [2022-03-07 08:30:39 main:574] : INFO : Epoch 1982 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 1183.43 ms [2022-03-07 08:30:40 main:574] : INFO : Epoch 1983 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 1182.75 ms [2022-03-07 08:30:42 main:574] : INFO : Epoch 1984 | loss: 0.0311617 | val_loss: 0.0311758 | Time: 1187.14 ms [2022-03-07 08:30:43 main:574] : INFO : Epoch 1985 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 1184.18 ms [2022-03-07 08:30:44 main:574] : INFO : Epoch 1986 | loss: 0.031161 | val_loss: 0.0311712 | Time: 1195.26 ms [2022-03-07 08:30:45 main:574] : INFO : Epoch 1987 | loss: 0.0311602 | val_loss: 0.0311706 | Time: 1197.86 ms [2022-03-07 08:30:46 main:574] : INFO : Epoch 1988 | loss: 0.03116 | val_loss: 0.031173 | Time: 1200.69 ms [2022-03-07 08:30:48 main:574] : INFO : Epoch 1989 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 1180.63 ms [2022-03-07 08:30:49 main:574] : INFO : Epoch 1990 | loss: 0.0311595 | val_loss: 0.0311709 | Time: 1197.11 ms [2022-03-07 08:30:50 main:574] : INFO : Epoch 1991 | loss: 0.0311603 | val_loss: 0.0311704 | Time: 1204.75 ms [2022-03-07 08:30:51 main:574] : INFO : Epoch 1992 | loss: 0.0311607 | val_loss: 0.0311721 | Time: 1181.77 ms [2022-03-07 08:30:52 main:574] : INFO : Epoch 1993 | loss: 0.0311623 | val_loss: 0.0311716 | Time: 1191.46 ms [2022-03-07 08:30:54 main:574] : INFO : Epoch 1994 | loss: 0.0311613 | val_loss: 0.0311758 | Time: 1194.93 ms [2022-03-07 08:30:55 main:574] : INFO : Epoch 1995 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 1183.91 ms [2022-03-07 08:30:56 main:574] : INFO : Epoch 1996 | loss: 0.0311634 | val_loss: 0.0311727 | Time: 1193.34 ms [2022-03-07 08:30:57 main:574] : INFO : Epoch 1997 | loss: 0.0311636 | val_loss: 0.0311732 | Time: 1192.55 ms [2022-03-07 08:30:58 main:574] : INFO : Epoch 1998 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 1191.37 ms [2022-03-07 08:31:00 main:574] : INFO : Epoch 1999 | loss: 0.0311619 | val_loss: 0.0311734 | Time: 1188.56 ms [2022-03-07 08:31:01 main:574] : INFO : Epoch 2000 | loss: 0.0311613 | val_loss: 0.0311755 | Time: 1185.49 ms [2022-03-07 08:31:02 main:574] : INFO : Epoch 2001 | loss: 0.031164 | val_loss: 0.0311714 | Time: 1187.79 ms [2022-03-07 08:31:03 main:574] : INFO : Epoch 2002 | loss: 0.0311601 | val_loss: 0.0311707 | Time: 1196.84 ms [2022-03-07 08:31:04 main:574] : INFO : Epoch 2003 | loss: 0.031161 | val_loss: 0.031173 | Time: 1206.22 ms [2022-03-07 08:31:06 main:574] : INFO : Epoch 2004 | loss: 0.0311621 | val_loss: 0.0311772 | Time: 1276.87 ms [2022-03-07 08:31:07 main:574] : INFO : Epoch 2005 | loss: 0.0311622 | val_loss: 0.0311734 | Time: 1327.83 ms [2022-03-07 08:31:08 main:574] : INFO : Epoch 2006 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 1170.85 ms [2022-03-07 08:31:09 main:574] : INFO : Epoch 2007 | loss: 0.0311617 | val_loss: 0.03117 | Time: 1195.11 ms [2022-03-07 08:31:11 main:574] : INFO : Epoch 2008 | loss: 0.0311605 | val_loss: 0.0311719 | Time: 1180.6 ms [2022-03-07 08:31:12 main:574] : INFO : Epoch 2009 | loss: 0.03116 | val_loss: 0.0311702 | Time: 1177.38 ms [2022-03-07 08:31:13 main:574] : INFO : Epoch 2010 | loss: 0.03116 | val_loss: 0.031171 | Time: 1190.75 ms [2022-03-07 08:31:14 main:574] : INFO : Epoch 2011 | loss: 0.0311688 | val_loss: 0.0311736 | Time: 1175.03 ms [2022-03-07 08:31:15 main:574] : INFO : Epoch 2012 | loss: 0.0311788 | val_loss: 0.0311813 | Time: 1195.44 ms [2022-03-07 08:31:16 main:574] : INFO : Epoch 2013 | loss: 0.0311774 | val_loss: 0.0311817 | Time: 1194.9 ms [2022-03-07 08:31:18 main:574] : INFO : Epoch 2014 | loss: 0.0311773 | val_loss: 0.0311791 | Time: 1187.03 ms [2022-03-07 08:31:19 main:574] : INFO : Epoch 2015 | loss: 0.0311746 | val_loss: 0.0311719 | Time: 1198.46 ms [2022-03-07 08:31:20 main:574] : INFO : Epoch 2016 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 1188.54 ms [2022-03-07 08:31:21 main:574] : INFO : Epoch 2017 | loss: 0.0311711 | val_loss: 0.0311706 | Time: 1205.81 ms [2022-03-07 08:31:22 main:574] : INFO : Epoch 2018 | loss: 0.0311701 | val_loss: 0.031171 | Time: 1203.26 ms [2022-03-07 08:31:24 main:574] : INFO : Epoch 2019 | loss: 0.0311716 | val_loss: 0.0311703 | Time: 1244.76 ms [2022-03-07 08:31:25 main:574] : INFO : Epoch 2020 | loss: 0.0311694 | val_loss: 0.0311712 | Time: 1404.48 ms [2022-03-07 08:31:26 main:574] : INFO : Epoch 2021 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 1176.2 ms [2022-03-07 08:31:28 main:574] : INFO : Epoch 2022 | loss: 0.0311687 | val_loss: 0.0311695 | Time: 1186.81 ms [2022-03-07 08:31:29 main:574] : INFO : Epoch 2023 | loss: 0.0311682 | val_loss: 0.031171 | Time: 1180.92 ms [2022-03-07 08:31:30 main:574] : INFO : Epoch 2024 | loss: 0.0311692 | val_loss: 0.0311726 | Time: 1190.92 ms [2022-03-07 08:31:31 main:574] : INFO : Epoch 2025 | loss: 0.0311687 | val_loss: 0.0311703 | Time: 1177.75 ms [2022-03-07 08:31:32 main:574] : INFO : Epoch 2026 | loss: 0.0311677 | val_loss: 0.0311725 | Time: 1198.05 ms [2022-03-07 08:31:34 main:574] : INFO : Epoch 2027 | loss: 0.0311686 | val_loss: 0.0311729 | Time: 1195.31 ms [2022-03-07 08:31:35 main:574] : INFO : Epoch 2028 | loss: 0.0311682 | val_loss: 0.0311728 | Time: 1190.99 ms [2022-03-07 08:31:36 main:574] : INFO : Epoch 2029 | loss: 0.0311707 | val_loss: 0.0311727 | Time: 1187.92 ms [2022-03-07 08:31:37 main:574] : INFO : Epoch 2030 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 1174.5 ms [2022-03-07 08:31:38 main:574] : INFO : Epoch 2031 | loss: 0.0311718 | val_loss: 0.0311718 | Time: 1190.04 ms [2022-03-07 08:31:40 main:574] : INFO : Epoch 2032 | loss: 0.0311688 | val_loss: 0.0311743 | Time: 1198.47 ms [2022-03-07 08:31:41 main:574] : INFO : Epoch 2033 | loss: 0.031168 | val_loss: 0.0311728 | Time: 1192.47 ms [2022-03-07 08:31:42 main:574] : INFO : Epoch 2034 | loss: 0.0311665 | val_loss: 0.0311734 | Time: 1205.13 ms [2022-03-07 08:31:43 main:574] : INFO : Epoch 2035 | loss: 0.0311664 | val_loss: 0.031173 | Time: 1193.01 ms [2022-03-07 08:31:44 main:574] : INFO : Epoch 2036 | loss: 0.0311669 | val_loss: 0.0311716 | Time: 1197.31 ms [2022-03-07 08:31:46 main:574] : INFO : Epoch 2037 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 1196.27 ms [2022-03-07 08:31:47 main:574] : INFO : Epoch 2038 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 1191.11 ms [2022-03-07 08:31:48 main:574] : INFO : Epoch 2039 | loss: 0.0311665 | val_loss: 0.0311716 | Time: 1180.2 ms [2022-03-07 08:31:49 main:574] : INFO : Epoch 2040 | loss: 0.0311657 | val_loss: 0.031171 | Time: 1191.45 ms [2022-03-07 08:31:50 main:574] : INFO : Epoch 2041 | loss: 0.0311658 | val_loss: 0.0311706 | Time: 1207.39 ms [2022-03-07 08:31:52 main:574] : INFO : Epoch 2042 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 1183.75 ms [2022-03-07 08:31:53 main:574] : INFO : Epoch 2043 | loss: 0.0311665 | val_loss: 0.0311712 | Time: 1177.57 ms [2022-03-07 08:31:54 main:574] : INFO : Epoch 2044 | loss: 0.0311646 | val_loss: 0.0311709 | Time: 1185.88 ms [2022-03-07 08:31:55 main:574] : INFO : Epoch 2045 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 1177.54 ms [2022-03-07 08:31:56 main:574] : INFO : Epoch 2046 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 1183.8 ms [2022-03-07 08:31:57 main:574] : INFO : Epoch 2047 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 1171.12 ms [2022-03-07 08:31:59 main:574] : INFO : Epoch 2048 | loss: 0.0311645 | val_loss: 0.0311713 | Time: 1199.42 ms [2022-03-07 08:31:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311713 [2022-03-07 08:31:59 main:603] : INFO : Saving end state to config to file [2022-03-07 08:31:59 main:608] : INFO : Success, exiting.. 08:31:59 (3040): 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)