Task 6803467
| Name | ParityMachine-1627362729-30987-3_0 |
| Workunit | 4537525 |
| Created | 22 Aug 2021, 12:18:12 UTC |
| Sent | 26 Aug 2021, 23:50:11 UTC |
| Report deadline | 2 Sep 2021, 23:50:11 UTC |
| Received | 27 Aug 2021, 23:05:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13621 |
| Run time | 40 min 47 sec |
| CPU time | 40 min 5 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> 07:55:33 main:574] : INFO : Epoch 1542 | loss: 0.0311506 | val_loss: 0.0311686 | Time: 1190.74 ms [2021-08-28 07:55:34 main:574] : INFO : Epoch 1543 | loss: 0.0311486 | val_loss: 0.0311709 | Time: 1184.67 ms [2021-08-28 07:55:35 main:574] : INFO : Epoch 1544 | loss: 0.0311455 | val_loss: 0.0311663 | Time: 1184.25 ms [2021-08-28 07:55:36 main:574] : INFO : Epoch 1545 | loss: 0.0311455 | val_loss: 0.031167 | Time: 1190.82 ms [2021-08-28 07:55:37 main:574] : INFO : Epoch 1546 | loss: 0.0311458 | val_loss: 0.0311668 | Time: 1184.88 ms [2021-08-28 07:55:39 main:574] : INFO : Epoch 1547 | loss: 0.0311436 | val_loss: 0.0311704 | Time: 1179.16 ms [2021-08-28 07:55:40 main:574] : INFO : Epoch 1548 | loss: 0.0311427 | val_loss: 0.0311717 | Time: 1187.24 ms [2021-08-28 07:55:41 main:574] : INFO : Epoch 1549 | loss: 0.0311421 | val_loss: 0.0311658 | Time: 1185.71 ms [2021-08-28 07:55:42 main:574] : INFO : Epoch 1550 | loss: 0.0311418 | val_loss: 0.0311697 | Time: 1187.28 ms [2021-08-28 07:55:43 main:574] : INFO : Epoch 1551 | loss: 0.0311455 | val_loss: 0.0311695 | Time: 1184.32 ms [2021-08-28 07:55:45 main:574] : INFO : Epoch 1552 | loss: 0.0311486 | val_loss: 0.0311708 | Time: 1185.23 ms [2021-08-28 07:55:46 main:574] : INFO : Epoch 1553 | loss: 0.031151 | val_loss: 0.0311745 | Time: 1188.16 ms [2021-08-28 07:55:47 main:574] : INFO : Epoch 1554 | loss: 0.0311526 | val_loss: 0.0311691 | Time: 1181.09 ms [2021-08-28 07:55:48 main:574] : INFO : Epoch 1555 | loss: 0.0311506 | val_loss: 0.0311664 | Time: 1187.12 ms [2021-08-28 07:55:49 main:574] : INFO : Epoch 1556 | loss: 0.0311481 | val_loss: 0.0311666 | Time: 1186.1 ms [2021-08-28 07:55:51 main:574] : INFO : Epoch 1557 | loss: 0.0311488 | val_loss: 0.031168 | Time: 1198.72 ms [2021-08-28 07:55:52 main:574] : INFO : Epoch 1558 | loss: 0.031147 | val_loss: 0.0311684 | Time: 1189.21 ms [2021-08-28 07:55:53 main:574] : INFO : Epoch 1559 | loss: 0.0311588 | val_loss: 0.0311767 | Time: 1185.37 ms [2021-08-28 07:55:54 main:574] : INFO : Epoch 1560 | loss: 0.0311715 | val_loss: 0.0311771 | Time: 1187.99 ms [2021-08-28 07:55:55 main:574] : INFO : Epoch 1561 | loss: 0.0311741 | val_loss: 0.0311801 | Time: 1189.6 ms [2021-08-28 07:55:57 main:574] : INFO : Epoch 1562 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 1176.44 ms [2021-08-28 07:55:58 main:574] : INFO : Epoch 1563 | loss: 0.0311729 | val_loss: 0.0311757 | Time: 1181.26 ms [2021-08-28 07:55:59 main:574] : INFO : Epoch 1564 | loss: 0.031174 | val_loss: 0.0311761 | Time: 1186.26 ms [2021-08-28 07:56:00 main:574] : INFO : Epoch 1565 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 1186.85 ms [2021-08-28 07:56:01 main:574] : INFO : Epoch 1566 | loss: 0.0311722 | val_loss: 0.0311765 | Time: 1188.98 ms [2021-08-28 07:56:02 main:574] : INFO : Epoch 1567 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 1188.88 ms [2021-08-28 07:56:04 main:574] : INFO : Epoch 1568 | loss: 0.031172 | val_loss: 0.0311757 | Time: 1191.32 ms [2021-08-28 07:56:05 main:574] : INFO : Epoch 1569 | loss: 0.0311795 | val_loss: 0.0311795 | Time: 1188.88 ms [2021-08-28 07:56:06 main:574] : INFO : Epoch 1570 | loss: 0.0311745 | val_loss: 0.0311858 | Time: 1188.73 ms [2021-08-28 07:56:07 main:574] : INFO : Epoch 1571 | loss: 0.0311697 | val_loss: 0.0311726 | Time: 1190.05 ms [2021-08-28 07:56:08 main:574] : INFO : Epoch 1572 | loss: 0.0311686 | val_loss: 0.0311717 | Time: 1182.86 ms [2021-08-28 07:56:10 main:574] : INFO : Epoch 1573 | loss: 0.0311673 | val_loss: 0.0311738 | Time: 1196.31 ms [2021-08-28 07:56:11 main:574] : INFO : Epoch 1574 | loss: 0.0311681 | val_loss: 0.0311734 | Time: 1188.14 ms [2021-08-28 07:56:12 main:574] : INFO : Epoch 1575 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 1177.18 ms [2021-08-28 07:56:13 main:574] : INFO : Epoch 1576 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 1175 ms [2021-08-28 07:56:14 main:574] : INFO : Epoch 1577 | loss: 0.0311659 | val_loss: 0.031172 | Time: 1184.75 ms [2021-08-28 07:56:16 main:574] : INFO : Epoch 1578 | loss: 0.0311657 | val_loss: 0.031173 | Time: 1182.87 ms [2021-08-28 07:56:17 main:574] : INFO : Epoch 1579 | loss: 0.031165 | val_loss: 0.0311735 | Time: 1190.76 ms [2021-08-28 07:56:18 main:574] : INFO : Epoch 1580 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 1183.86 ms [2021-08-28 07:56:19 main:574] : INFO : Epoch 1581 | loss: 0.0311634 | val_loss: 0.031171 | Time: 1186.3 ms [2021-08-28 07:56:20 main:574] : INFO : Epoch 1582 | loss: 0.0311643 | val_loss: 0.0311745 | Time: 1186.5 ms [2021-08-28 07:56:22 main:574] : INFO : Epoch 1583 | loss: 0.031165 | val_loss: 0.0311695 | Time: 1187.36 ms [2021-08-28 07:56:23 main:574] : INFO : Epoch 1584 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 1187.75 ms [2021-08-28 07:56:24 main:574] : INFO : Epoch 1585 | loss: 0.0311688 | val_loss: 0.0311698 | Time: 1183.16 ms [2021-08-28 07:56:25 main:574] : INFO : Epoch 1586 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 1182.79 ms [2021-08-28 07:56:26 main:574] : INFO : Epoch 1587 | loss: 0.0311677 | val_loss: 0.0311719 | Time: 1173.71 ms [2021-08-28 07:56:27 main:574] : INFO : Epoch 1588 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 1189.26 ms [2021-08-28 07:56:29 main:574] : INFO : Epoch 1589 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 1185.45 ms [2021-08-28 07:56:30 main:574] : INFO : Epoch 1590 | loss: 0.0311643 | val_loss: 0.0311698 | Time: 1174.77 ms [2021-08-28 07:56:31 main:574] : INFO : Epoch 1591 | loss: 0.0311637 | val_loss: 0.0311685 | Time: 1184.53 ms [2021-08-28 07:56:32 main:574] : INFO : Epoch 1592 | loss: 0.0311653 | val_loss: 0.0311721 | Time: 1189.71 ms [2021-08-28 07:56:33 main:574] : INFO : Epoch 1593 | loss: 0.0311641 | val_loss: 0.031171 | Time: 1184.83 ms [2021-08-28 07:56:35 main:574] : INFO : Epoch 1594 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 1189.05 ms [2021-08-28 07:56:36 main:574] : INFO : Epoch 1595 | loss: 0.0311637 | val_loss: 0.0311698 | Time: 1189.07 ms [2021-08-28 07:56:37 main:574] : INFO : Epoch 1596 | loss: 0.0311654 | val_loss: 0.0311709 | Time: 1188.44 ms [2021-08-28 07:56:38 main:574] : INFO : Epoch 1597 | loss: 0.0311681 | val_loss: 0.0311716 | Time: 1188.97 ms [2021-08-28 07:56:39 main:574] : INFO : Epoch 1598 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 1195.37 ms [2021-08-28 07:56:41 main:574] : INFO : Epoch 1599 | loss: 0.0311655 | val_loss: 0.0311745 | Time: 1181.08 ms [2021-08-28 07:56:42 main:574] : INFO : Epoch 1600 | loss: 0.031167 | val_loss: 0.0311776 | Time: 1183 ms [2021-08-28 07:56:43 main:574] : INFO : Epoch 1601 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 1181.72 ms [2021-08-28 07:56:44 main:574] : INFO : Epoch 1602 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 1192.46 ms [2021-08-28 07:56:45 main:574] : INFO : Epoch 1603 | loss: 0.0311654 | val_loss: 0.0311711 | Time: 1196.74 ms [2021-08-28 07:56:47 main:574] : INFO : Epoch 1604 | loss: 0.0311636 | val_loss: 0.0311706 | Time: 1189.44 ms [2021-08-28 07:56:48 main:574] : INFO : Epoch 1605 | loss: 0.0311637 | val_loss: 0.0311709 | Time: 1181.67 ms [2021-08-28 07:56:49 main:574] : INFO : Epoch 1606 | loss: 0.0311636 | val_loss: 0.0311707 | Time: 1189.09 ms [2021-08-28 07:56:50 main:574] : INFO : Epoch 1607 | loss: 0.0311631 | val_loss: 0.0311732 | Time: 1179.11 ms [2021-08-28 07:56:51 main:574] : INFO : Epoch 1608 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 1185.88 ms [2021-08-28 07:56:53 main:574] : INFO : Epoch 1609 | loss: 0.0311637 | val_loss: 0.0311719 | Time: 1194.15 ms [2021-08-28 07:56:54 main:574] : INFO : Epoch 1610 | loss: 0.0311628 | val_loss: 0.0311739 | Time: 1179.49 ms [2021-08-28 07:56:55 main:574] : INFO : Epoch 1611 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 1189.89 ms [2021-08-28 07:56:56 main:574] : INFO : Epoch 1612 | loss: 0.0311617 | val_loss: 0.031171 | Time: 1182.52 ms [2021-08-28 07:56:57 main:574] : INFO : Epoch 1613 | loss: 0.0311625 | val_loss: 0.0311719 | Time: 1182.29 ms [2021-08-28 07:56:58 main:574] : INFO : Epoch 1614 | loss: 0.0311663 | val_loss: 0.0311701 | Time: 1187.73 ms [2021-08-28 07:57:00 main:574] : INFO : Epoch 1615 | loss: 0.0311618 | val_loss: 0.0311704 | Time: 1195.74 ms [2021-08-28 07:57:01 main:574] : INFO : Epoch 1616 | loss: 0.0311623 | val_loss: 0.03117 | Time: 1177.05 ms [2021-08-28 07:57:02 main:574] : INFO : Epoch 1617 | loss: 0.0311632 | val_loss: 0.031171 | Time: 1194.59 ms [2021-08-28 07:57:03 main:574] : INFO : Epoch 1618 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 1182.86 ms [2021-08-28 07:57:04 main:574] : INFO : Epoch 1619 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 1187.07 ms [2021-08-28 07:57:06 main:574] : INFO : Epoch 1620 | loss: 0.0311627 | val_loss: 0.0311726 | Time: 1186.27 ms [2021-08-28 07:57:07 main:574] : INFO : Epoch 1621 | loss: 0.0311621 | val_loss: 0.0311723 | Time: 1188.06 ms [2021-08-28 07:57:08 main:574] : INFO : Epoch 1622 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 1189.93 ms [2021-08-28 07:57:09 main:574] : INFO : Epoch 1623 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 1182.02 ms [2021-08-28 07:57:10 main:574] : INFO : Epoch 1624 | loss: 0.0311603 | val_loss: 0.0311698 | Time: 1186.28 ms [2021-08-28 07:57:12 main:574] : INFO : Epoch 1625 | loss: 0.0311604 | val_loss: 0.0311701 | Time: 1179.47 ms [2021-08-28 07:57:13 main:574] : INFO : Epoch 1626 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 1180.07 ms [2021-08-28 07:57:14 main:574] : INFO : Epoch 1627 | loss: 0.0311625 | val_loss: 0.0311702 | Time: 1180.89 ms [2021-08-28 07:57:15 main:574] : INFO : Epoch 1628 | loss: 0.0311622 | val_loss: 0.0311707 | Time: 1184.84 ms [2021-08-28 07:57:16 main:574] : INFO : Epoch 1629 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 1183.62 ms [2021-08-28 07:57:18 main:574] : INFO : Epoch 1630 | loss: 0.031161 | val_loss: 0.0311705 | Time: 1189.28 ms [2021-08-28 07:57:19 main:574] : INFO : Epoch 1631 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 1189.64 ms [2021-08-28 07:57:20 main:574] : INFO : Epoch 1632 | loss: 0.0311645 | val_loss: 0.031173 | Time: 1184.21 ms [2021-08-28 07:57:21 main:574] : INFO : Epoch 1633 | loss: 0.0311765 | val_loss: 0.0311787 | Time: 1189.34 ms [2021-08-28 07:57:22 main:574] : INFO : Epoch 1634 | loss: 0.0311851 | val_loss: 0.0312073 | Time: 1185.02 ms [2021-08-28 07:57:23 main:574] : INFO : Epoch 1635 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 1188.1 ms [2021-08-28 07:57:25 main:574] : INFO : Epoch 1636 | loss: 0.0312003 | val_loss: 0.0312033 | Time: 1183.36 ms [2021-08-28 07:57:26 main:574] : INFO : Epoch 1637 | loss: 0.0311985 | val_loss: 0.0311995 | Time: 1193.33 ms [2021-08-28 07:57:27 main:574] : INFO : Epoch 1638 | loss: 0.0311935 | val_loss: 0.0311967 | Time: 1182.57 ms [2021-08-28 07:57:28 main:574] : INFO : Epoch 1639 | loss: 0.031193 | val_loss: 0.0311949 | Time: 1183.25 ms [2021-08-28 07:57:29 main:574] : INFO : Epoch 1640 | loss: 0.0311891 | val_loss: 0.0311959 | Time: 1190.2 ms [2021-08-28 07:57:31 main:574] : INFO : Epoch 1641 | loss: 0.0311864 | val_loss: 0.0311914 | Time: 1193.19 ms [2021-08-28 07:57:32 main:574] : INFO : Epoch 1642 | loss: 0.0311852 | val_loss: 0.0311902 | Time: 1186.3 ms [2021-08-28 07:57:33 main:574] : INFO : Epoch 1643 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 1181.73 ms [2021-08-28 07:57:34 main:574] : INFO : Epoch 1644 | loss: 0.0311828 | val_loss: 0.0311885 | Time: 1186.28 ms [2021-08-28 07:57:35 main:574] : INFO : Epoch 1645 | loss: 0.0311818 | val_loss: 0.0311899 | Time: 1185.6 ms [2021-08-28 07:57:37 main:574] : INFO : Epoch 1646 | loss: 0.031181 | val_loss: 0.0311871 | Time: 1181.48 ms [2021-08-28 07:57:38 main:574] : INFO : Epoch 1647 | loss: 0.0311798 | val_loss: 0.0311887 | Time: 1184.06 ms [2021-08-28 07:57:39 main:574] : INFO : Epoch 1648 | loss: 0.0311794 | val_loss: 0.0311863 | Time: 1185.05 ms [2021-08-28 07:57:40 main:574] : INFO : Epoch 1649 | loss: 0.0311797 | val_loss: 0.031189 | Time: 1180.92 ms [2021-08-28 07:57:41 main:574] : INFO : Epoch 1650 | loss: 0.0311807 | val_loss: 0.031186 | Time: 1192.29 ms [2021-08-28 07:57:43 main:574] : INFO : Epoch 1651 | loss: 0.0311798 | val_loss: 0.0311845 | Time: 1187.78 ms [2021-08-28 07:57:44 main:574] : INFO : Epoch 1652 | loss: 0.0311813 | val_loss: 0.0311943 | Time: 1182.68 ms [2021-08-28 07:57:45 main:574] : INFO : Epoch 1653 | loss: 0.0311831 | val_loss: 0.0311872 | Time: 1188.37 ms [2021-08-28 07:57:46 main:574] : INFO : Epoch 1654 | loss: 0.03118 | val_loss: 0.0311815 | Time: 1183.07 ms [2021-08-28 07:57:47 main:574] : INFO : Epoch 1655 | loss: 0.0311783 | val_loss: 0.0311964 | Time: 1181.5 ms [2021-08-28 07:57:48 main:574] : INFO : Epoch 1656 | loss: 0.0311817 | val_loss: 0.0311848 | Time: 1188.73 ms [2021-08-28 07:57:50 main:574] : INFO : Epoch 1657 | loss: 0.0311786 | val_loss: 0.0311806 | Time: 1181.85 ms [2021-08-28 07:57:51 main:574] : INFO : Epoch 1658 | loss: 0.0311757 | val_loss: 0.03118 | Time: 1191.33 ms [2021-08-28 07:57:52 main:574] : INFO : Epoch 1659 | loss: 0.0311749 | val_loss: 0.0311789 | Time: 1194.45 ms [2021-08-28 07:57:53 main:574] : INFO : Epoch 1660 | loss: 0.0311743 | val_loss: 0.031179 | Time: 1189.25 ms [2021-08-28 07:57:54 main:574] : INFO : Epoch 1661 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 1184.31 ms [2021-08-28 07:57:56 main:574] : INFO : Epoch 1662 | loss: 0.0311754 | val_loss: 0.0311796 | Time: 1193.03 ms [2021-08-28 07:57:57 main:574] : INFO : Epoch 1663 | loss: 0.0311743 | val_loss: 0.0311788 | Time: 1187.77 ms [2021-08-28 07:57:58 main:574] : INFO : Epoch 1664 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1188.31 ms [2021-08-28 07:57:59 main:574] : INFO : Epoch 1665 | loss: 0.031171 | val_loss: 0.0311759 | Time: 1184.42 ms [2021-08-28 07:58:00 main:574] : INFO : Epoch 1666 | loss: 0.0311718 | val_loss: 0.0311774 | Time: 1188.57 ms [2021-08-28 07:58:02 main:574] : INFO : Epoch 1667 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 1184.48 ms [2021-08-28 07:58:03 main:574] : INFO : Epoch 1668 | loss: 0.0311703 | val_loss: 0.0311738 | Time: 1196.75 ms [2021-08-28 07:58:04 main:574] : INFO : Epoch 1669 | loss: 0.0311701 | val_loss: 0.0311738 | Time: 1187.65 ms [2021-08-28 07:58:05 main:574] : INFO : Epoch 1670 | loss: 0.03117 | val_loss: 0.0311725 | Time: 1196.08 ms [2021-08-28 07:58:06 main:574] : INFO : Epoch 1671 | loss: 0.031171 | val_loss: 0.0311738 | Time: 1180.29 ms [2021-08-28 07:58:08 main:574] : INFO : Epoch 1672 | loss: 0.0311721 | val_loss: 0.0311732 | Time: 1193.21 ms [2021-08-28 07:58:09 main:574] : INFO : Epoch 1673 | loss: 0.0311704 | val_loss: 0.0311762 | Time: 1180.54 ms [2021-08-28 07:58:10 main:574] : INFO : Epoch 1674 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 1195.92 ms [2021-08-28 07:58:11 main:574] : INFO : Epoch 1675 | loss: 0.0311705 | val_loss: 0.0311719 | Time: 1198.98 ms [2021-08-28 07:58:12 main:574] : INFO : Epoch 1676 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 1194.84 ms [2021-08-28 07:58:14 main:574] : INFO : Epoch 1677 | loss: 0.0311691 | val_loss: 0.0311732 | Time: 1188.4 ms [2021-08-28 07:58:15 main:574] : INFO : Epoch 1678 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1183.7 ms [2021-08-28 07:58:16 main:574] : INFO : Epoch 1679 | loss: 0.0311713 | val_loss: 0.0311727 | Time: 1188.5 ms [2021-08-28 07:58:17 main:574] : INFO : Epoch 1680 | loss: 0.0311707 | val_loss: 0.0311748 | Time: 1191.38 ms [2021-08-28 07:58:18 main:574] : INFO : Epoch 1681 | loss: 0.0311711 | val_loss: 0.0311723 | Time: 1193.14 ms [2021-08-28 07:58:20 main:574] : INFO : Epoch 1682 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 1190 ms [2021-08-28 07:58:21 main:574] : INFO : Epoch 1683 | loss: 0.0311694 | val_loss: 0.0311756 | Time: 1186.87 ms [2021-08-28 07:58:22 main:574] : INFO : Epoch 1684 | loss: 0.0311686 | val_loss: 0.0311711 | Time: 1183.05 ms [2021-08-28 07:58:23 main:574] : INFO : Epoch 1685 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 1177.4 ms [2021-08-28 07:58:24 main:574] : INFO : Epoch 1686 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 1187.23 ms [2021-08-28 07:58:26 main:574] : INFO : Epoch 1687 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 1189.35 ms [2021-08-28 07:58:27 main:574] : INFO : Epoch 1688 | loss: 0.031167 | val_loss: 0.031172 | Time: 1186.74 ms [2021-08-28 07:58:28 main:574] : INFO : Epoch 1689 | loss: 0.0311673 | val_loss: 0.0311723 | Time: 1184.52 ms [2021-08-28 07:58:29 main:574] : INFO : Epoch 1690 | loss: 0.0311662 | val_loss: 0.0311726 | Time: 1175.24 ms [2021-08-28 07:58:30 main:574] : INFO : Epoch 1691 | loss: 0.0311674 | val_loss: 0.0311788 | Time: 1187.76 ms [2021-08-28 07:58:31 main:574] : INFO : Epoch 1692 | loss: 0.0311674 | val_loss: 0.031172 | Time: 1180.88 ms [2021-08-28 07:58:33 main:574] : INFO : Epoch 1693 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 1198.28 ms [2021-08-28 07:58:34 main:574] : INFO : Epoch 1694 | loss: 0.0311694 | val_loss: 0.0311715 | Time: 1185.51 ms [2021-08-28 07:58:35 main:574] : INFO : Epoch 1695 | loss: 0.0311671 | val_loss: 0.0311705 | Time: 1197.69 ms [2021-08-28 07:58:36 main:574] : INFO : Epoch 1696 | loss: 0.031166 | val_loss: 0.0311717 | Time: 1181.77 ms [2021-08-28 07:58:37 main:574] : INFO : Epoch 1697 | loss: 0.0311665 | val_loss: 0.0311715 | Time: 1185.01 ms [2021-08-28 07:58:39 main:574] : INFO : Epoch 1698 | loss: 0.0311665 | val_loss: 0.0311722 | Time: 1189.96 ms [2021-08-28 07:58:40 main:574] : INFO : Epoch 1699 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 1181.3 ms [2021-08-28 07:58:41 main:574] : INFO : Epoch 1700 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 1188.57 ms [2021-08-28 07:58:42 main:574] : INFO : Epoch 1701 | loss: 0.0311668 | val_loss: 0.0311801 | Time: 1194.93 ms [2021-08-28 07:58:43 main:574] : INFO : Epoch 1702 | loss: 0.0311727 | val_loss: 0.0311791 | Time: 1178.34 ms [2021-08-28 07:58:45 main:574] : INFO : Epoch 1703 | loss: 0.0311718 | val_loss: 0.0311783 | Time: 1184.73 ms [2021-08-28 07:58:46 main:574] : INFO : Epoch 1704 | loss: 0.0311733 | val_loss: 0.0311842 | Time: 1180.56 ms [2021-08-28 07:58:47 main:574] : INFO : Epoch 1705 | loss: 0.0311728 | val_loss: 0.0311775 | Time: 1191.88 ms [2021-08-28 07:58:48 main:574] : INFO : Epoch 1706 | loss: 0.0311723 | val_loss: 0.031176 | Time: 1192.82 ms [2021-08-28 07:58:49 main:574] : INFO : Epoch 1707 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 1180.55 ms [2021-08-28 07:58:51 main:574] : INFO : Epoch 1708 | loss: 0.0311722 | val_loss: 0.0311756 | Time: 1186.46 ms [2021-08-28 07:58:52 main:574] : INFO : Epoch 1709 | loss: 0.0311698 | val_loss: 0.0311746 | Time: 1183.93 ms [2021-08-28 07:58:53 main:574] : INFO : Epoch 1710 | loss: 0.0311697 | val_loss: 0.0311728 | Time: 1183.6 ms [2021-08-28 07:58:54 main:574] : INFO : Epoch 1711 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 1187.02 ms [2021-08-28 07:58:55 main:574] : INFO : Epoch 1712 | loss: 0.0311689 | val_loss: 0.0311724 | Time: 1187.42 ms [2021-08-28 07:58:57 main:574] : INFO : Epoch 1713 | loss: 0.0311684 | val_loss: 0.0311749 | Time: 1188.95 ms [2021-08-28 07:58:58 main:574] : INFO : Epoch 1714 | loss: 0.0311681 | val_loss: 0.0311723 | Time: 1183.14 ms [2021-08-28 07:58:59 main:574] : INFO : Epoch 1715 | loss: 0.0311679 | val_loss: 0.0311727 | Time: 1196.26 ms [2021-08-28 07:59:00 main:574] : INFO : Epoch 1716 | loss: 0.0311675 | val_loss: 0.0311745 | Time: 1177.53 ms [2021-08-28 07:59:01 main:574] : INFO : Epoch 1717 | loss: 0.0311689 | val_loss: 0.0311769 | Time: 1193.22 ms [2021-08-28 07:59:02 main:574] : INFO : Epoch 1718 | loss: 0.0311672 | val_loss: 0.031173 | Time: 1185.46 ms [2021-08-28 07:59:04 main:574] : INFO : Epoch 1719 | loss: 0.0311678 | val_loss: 0.0311745 | Time: 1202.48 ms [2021-08-28 07:59:05 main:574] : INFO : Epoch 1720 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 1172.08 ms [2021-08-28 07:59:06 main:574] : INFO : Epoch 1721 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 1186.61 ms [2021-08-28 07:59:07 main:574] : INFO : Epoch 1722 | loss: 0.0311681 | val_loss: 0.031173 | Time: 1186.53 ms [2021-08-28 07:59:08 main:574] : INFO : Epoch 1723 | loss: 0.0311654 | val_loss: 0.031173 | Time: 1180.84 ms [2021-08-28 07:59:10 main:574] : INFO : Epoch 1724 | loss: 0.0311654 | val_loss: 0.0311723 | Time: 1188.14 ms [2021-08-28 07:59:11 main:574] : INFO : Epoch 1725 | loss: 0.0311656 | val_loss: 0.0311726 | Time: 1181.7 ms [2021-08-28 07:59:12 main:574] : INFO : Epoch 1726 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 1191.01 ms [2021-08-28 07:59:13 main:574] : INFO : Epoch 1727 | loss: 0.031165 | val_loss: 0.0311734 | Time: 1187.23 ms [2021-08-28 07:59:14 main:574] : INFO : Epoch 1728 | loss: 0.0311641 | val_loss: 0.0311714 | Time: 1190.75 ms [2021-08-28 07:59:16 main:574] : INFO : Epoch 1729 | loss: 0.0311639 | val_loss: 0.0311724 | Time: 1177.05 ms [2021-08-28 07:59:17 main:574] : INFO : Epoch 1730 | loss: 0.0311648 | val_loss: 0.031172 | Time: 1181.5 ms [2021-08-28 07:59:18 main:574] : INFO : Epoch 1731 | loss: 0.031165 | val_loss: 0.0311733 | Time: 1184.67 ms [2021-08-28 07:59:19 main:574] : INFO : Epoch 1732 | loss: 0.0311645 | val_loss: 0.0311736 | Time: 1180.94 ms [2021-08-28 07:59:20 main:574] : INFO : Epoch 1733 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 1186.16 ms [2021-08-28 07:59:22 main:574] : INFO : Epoch 1734 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 1176.4 ms [2021-08-28 07:59:23 main:574] : INFO : Epoch 1735 | loss: 0.0311642 | val_loss: 0.0311734 | Time: 1189.48 ms [2021-08-28 07:59:24 main:574] : INFO : Epoch 1736 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 1180.7 ms [2021-08-28 07:59:25 main:574] : INFO : Epoch 1737 | loss: 0.0311659 | val_loss: 0.0311769 | Time: 1182.76 ms [2021-08-28 07:59:26 main:574] : INFO : Epoch 1738 | loss: 0.0311659 | val_loss: 0.031174 | Time: 1185.94 ms [2021-08-28 07:59:27 main:574] : INFO : Epoch 1739 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 1182.6 ms [2021-08-28 07:59:29 main:574] : INFO : Epoch 1740 | loss: 0.0311642 | val_loss: 0.0311724 | Time: 1186.56 ms [2021-08-28 07:59:30 main:574] : INFO : Epoch 1741 | loss: 0.0311639 | val_loss: 0.0311721 | Time: 1186.46 ms [2021-08-28 07:59:31 main:574] : INFO : Epoch 1742 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 1186.31 ms [2021-08-28 07:59:32 main:574] : INFO : Epoch 1743 | loss: 0.031165 | val_loss: 0.0311723 | Time: 1176.62 ms [2021-08-28 07:59:33 main:574] : INFO : Epoch 1744 | loss: 0.0311628 | val_loss: 0.0311721 | Time: 1187.32 ms [2021-08-28 07:59:35 main:574] : INFO : Epoch 1745 | loss: 0.031163 | val_loss: 0.031172 | Time: 1186.74 ms [2021-08-28 07:59:36 main:574] : INFO : Epoch 1746 | loss: 0.031163 | val_loss: 0.0311734 | Time: 1180.43 ms [2021-08-28 07:59:37 main:574] : INFO : Epoch 1747 | loss: 0.0311625 | val_loss: 0.031175 | Time: 1175.25 ms [2021-08-28 07:59:38 main:574] : INFO : Epoch 1748 | loss: 0.0311645 | val_loss: 0.0311748 | Time: 1179.73 ms [2021-08-28 07:59:39 main:574] : INFO : Epoch 1749 | loss: 0.0311663 | val_loss: 0.0311749 | Time: 1184.53 ms [2021-08-28 07:59:41 main:574] : INFO : Epoch 1750 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 1186.3 ms [2021-08-28 07:59:42 main:574] : INFO : Epoch 1751 | loss: 0.0311639 | val_loss: 0.031172 | Time: 1177.95 ms [2021-08-28 07:59:43 main:574] : INFO : Epoch 1752 | loss: 0.031165 | val_loss: 0.0311709 | Time: 1183.64 ms [2021-08-28 07:59:44 main:574] : INFO : Epoch 1753 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 1184.16 ms [2021-08-28 07:59:45 main:574] : INFO : Epoch 1754 | loss: 0.0311634 | val_loss: 0.0311713 | Time: 1185.36 ms [2021-08-28 07:59:46 main:574] : INFO : Epoch 1755 | loss: 0.031162 | val_loss: 0.0311729 | Time: 1184.33 ms [2021-08-28 07:59:48 main:574] : INFO : Epoch 1756 | loss: 0.0311623 | val_loss: 0.0311729 | Time: 1176.61 ms [2021-08-28 07:59:49 main:574] : INFO : Epoch 1757 | loss: 0.0311641 | val_loss: 0.0311763 | Time: 1190.61 ms [2021-08-28 07:59:50 main:574] : INFO : Epoch 1758 | loss: 0.0311639 | val_loss: 0.0311733 | Time: 1187 ms [2021-08-28 07:59:51 main:574] : INFO : Epoch 1759 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 1185.32 ms [2021-08-28 07:59:52 main:574] : INFO : Epoch 1760 | loss: 0.0311646 | val_loss: 0.0311731 | Time: 1179.46 ms [2021-08-28 07:59:54 main:574] : INFO : Epoch 1761 | loss: 0.0311641 | val_loss: 0.0311733 | Time: 1182.49 ms [2021-08-28 07:59:55 main:574] : INFO : Epoch 1762 | loss: 0.0311624 | val_loss: 0.031174 | Time: 1183.35 ms [2021-08-28 07:59:56 main:574] : INFO : Epoch 1763 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 1186.1 ms [2021-08-28 07:59:57 main:574] : INFO : Epoch 1764 | loss: 0.0311612 | val_loss: 0.0311792 | Time: 1184.71 ms [2021-08-28 07:59:58 main:574] : INFO : Epoch 1765 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 1176.69 ms [2021-08-28 08:00:00 main:574] : INFO : Epoch 1766 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 1183.1 ms [2021-08-28 08:00:01 main:574] : INFO : Epoch 1767 | loss: 0.0311632 | val_loss: 0.031175 | Time: 1184.64 ms [2021-08-28 08:00:02 main:574] : INFO : Epoch 1768 | loss: 0.0311636 | val_loss: 0.0311733 | Time: 1177.45 ms [2021-08-28 08:00:03 main:574] : INFO : Epoch 1769 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 1198.72 ms [2021-08-28 08:00:04 main:574] : INFO : Epoch 1770 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 1185.58 ms [2021-08-28 08:00:06 main:574] : INFO : Epoch 1771 | loss: 0.0311598 | val_loss: 0.0311725 | Time: 1182.32 ms [2021-08-28 08:00:07 main:574] : INFO : Epoch 1772 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 1189.97 ms [2021-08-28 08:00:08 main:574] : INFO : Epoch 1773 | loss: 0.0311628 | val_loss: 0.0311763 | Time: 1185.88 ms [2021-08-28 08:00:09 main:574] : INFO : Epoch 1774 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 1185.78 ms [2021-08-28 08:00:10 main:574] : INFO : Epoch 1775 | loss: 0.0311623 | val_loss: 0.0311735 | Time: 1188.98 ms [2021-08-28 08:00:11 main:574] : INFO : Epoch 1776 | loss: 0.0311597 | val_loss: 0.0311732 | Time: 1183.82 ms [2021-08-28 08:00:13 main:574] : INFO : Epoch 1777 | loss: 0.0311596 | val_loss: 0.0311725 | Time: 1188.19 ms [2021-08-28 08:00:14 main:574] : INFO : Epoch 1778 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 1173.12 ms [2021-08-28 08:00:15 main:574] : INFO : Epoch 1779 | loss: 0.0311602 | val_loss: 0.0311727 | Time: 1193.5 ms [2021-08-28 08:00:16 main:574] : INFO : Epoch 1780 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 1189.87 ms [2021-08-28 08:00:17 main:574] : INFO : Epoch 1781 | loss: 0.0311596 | val_loss: 0.0311732 | Time: 1189.81 ms [2021-08-28 08:00:19 main:574] : INFO : Epoch 1782 | loss: 0.0311606 | val_loss: 0.0311721 | Time: 1188.96 ms [2021-08-28 08:00:20 main:574] : INFO : Epoch 1783 | loss: 0.0311597 | val_loss: 0.0311712 | Time: 1195.98 ms [2021-08-28 08:00:21 main:574] : INFO : Epoch 1784 | loss: 0.0311591 | val_loss: 0.0311715 | Time: 1176.34 ms [2021-08-28 08:00:22 main:574] : INFO : Epoch 1785 | loss: 0.0311609 | val_loss: 0.031171 | Time: 1188 ms [2021-08-28 08:00:23 main:574] : INFO : Epoch 1786 | loss: 0.0311616 | val_loss: 0.0311749 | Time: 1180.64 ms [2021-08-28 08:00:25 main:574] : INFO : Epoch 1787 | loss: 0.0311617 | val_loss: 0.0311733 | Time: 1187.4 ms [2021-08-28 08:00:26 main:574] : INFO : Epoch 1788 | loss: 0.0311599 | val_loss: 0.0311731 | Time: 1181.35 ms [2021-08-28 08:00:27 main:574] : INFO : Epoch 1789 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 1182.95 ms [2021-08-28 08:00:28 main:574] : INFO : Epoch 1790 | loss: 0.0311601 | val_loss: 0.0311729 | Time: 1186.22 ms [2021-08-28 08:00:29 main:574] : INFO : Epoch 1791 | loss: 0.0311597 | val_loss: 0.0311734 | Time: 1191.13 ms [2021-08-28 08:00:31 main:574] : INFO : Epoch 1792 | loss: 0.0311592 | val_loss: 0.0311735 | Time: 1187.29 ms [2021-08-28 08:00:32 main:574] : INFO : Epoch 1793 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 1187.44 ms [2021-08-28 08:00:33 main:574] : INFO : Epoch 1794 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 1186.98 ms [2021-08-28 08:00:34 main:574] : INFO : Epoch 1795 | loss: 0.0311589 | val_loss: 0.0311742 | Time: 1190.5 ms [2021-08-28 08:00:35 main:574] : INFO : Epoch 1796 | loss: 0.0311585 | val_loss: 0.0311726 | Time: 1184.36 ms [2021-08-28 08:00:37 main:574] : INFO : Epoch 1797 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 1186.63 ms [2021-08-28 08:00:38 main:574] : INFO : Epoch 1798 | loss: 0.0311582 | val_loss: 0.0311728 | Time: 1182.33 ms [2021-08-28 08:00:39 main:574] : INFO : Epoch 1799 | loss: 0.0311574 | val_loss: 0.0311754 | Time: 1185.68 ms [2021-08-28 08:00:40 main:574] : INFO : Epoch 1800 | loss: 0.031159 | val_loss: 0.0311747 | Time: 1190.55 ms [2021-08-28 08:00:41 main:574] : INFO : Epoch 1801 | loss: 0.0311581 | val_loss: 0.0311765 | Time: 1188.77 ms [2021-08-28 08:00:42 main:574] : INFO : Epoch 1802 | loss: 0.0311581 | val_loss: 0.0311742 | Time: 1179.55 ms [2021-08-28 08:00:44 main:574] : INFO : Epoch 1803 | loss: 0.0311577 | val_loss: 0.0311734 | Time: 1190.33 ms [2021-08-28 08:00:45 main:574] : INFO : Epoch 1804 | loss: 0.0311589 | val_loss: 0.031174 | Time: 1176.41 ms [2021-08-28 08:00:46 main:574] : INFO : Epoch 1805 | loss: 0.0311608 | val_loss: 0.0311743 | Time: 1186.88 ms [2021-08-28 08:00:47 main:574] : INFO : Epoch 1806 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 1192.33 ms [2021-08-28 08:00:48 main:574] : INFO : Epoch 1807 | loss: 0.031159 | val_loss: 0.0311743 | Time: 1188.13 ms [2021-08-28 08:00:50 main:574] : INFO : Epoch 1808 | loss: 0.0311575 | val_loss: 0.0311723 | Time: 1187.85 ms [2021-08-28 08:00:51 main:574] : INFO : Epoch 1809 | loss: 0.0311574 | val_loss: 0.0311721 | Time: 1193.16 ms [2021-08-28 08:00:52 main:574] : INFO : Epoch 1810 | loss: 0.0311602 | val_loss: 0.0311823 | Time: 1186.6 ms [2021-08-28 08:00:53 main:574] : INFO : Epoch 1811 | loss: 0.0311599 | val_loss: 0.0311727 | Time: 1187.07 ms [2021-08-28 08:00:54 main:574] : INFO : Epoch 1812 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 1185.63 ms [2021-08-28 08:00:56 main:574] : INFO : Epoch 1813 | loss: 0.0311583 | val_loss: 0.0311728 | Time: 1198.55 ms [2021-08-28 08:00:57 main:574] : INFO : Epoch 1814 | loss: 0.0311588 | val_loss: 0.0311741 | Time: 1188.07 ms [2021-08-28 08:00:58 main:574] : INFO : Epoch 1815 | loss: 0.0311573 | val_loss: 0.0311738 | Time: 1180.26 ms [2021-08-28 08:00:59 main:574] : INFO : Epoch 1816 | loss: 0.0311589 | val_loss: 0.0311725 | Time: 1191.1 ms [2021-08-28 08:01:00 main:574] : INFO : Epoch 1817 | loss: 0.0311572 | val_loss: 0.0311733 | Time: 1189.05 ms [2021-08-28 08:01:02 main:574] : INFO : Epoch 1818 | loss: 0.0311577 | val_loss: 0.0311753 | Time: 1188.55 ms [2021-08-28 08:01:03 main:574] : INFO : Epoch 1819 | loss: 0.0311583 | val_loss: 0.031174 | Time: 1180.52 ms [2021-08-28 08:01:04 main:574] : INFO : Epoch 1820 | loss: 0.031159 | val_loss: 0.0311734 | Time: 1196.65 ms [2021-08-28 08:01:05 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.031181 | Time: 1185.35 ms [2021-08-28 08:01:06 main:574] : INFO : Epoch 1822 | loss: 0.031159 | val_loss: 0.0311764 | Time: 1180.45 ms [2021-08-28 08:01:08 main:574] : INFO : Epoch 1823 | loss: 0.0311575 | val_loss: 0.0311777 | Time: 1185.15 ms [2021-08-28 08:01:09 main:574] : INFO : Epoch 1824 | loss: 0.0311746 | val_loss: 0.0311906 | Time: 1177.82 ms [2021-08-28 08:01:10 main:574] : INFO : Epoch 1825 | loss: 0.0311772 | val_loss: 0.0311772 | Time: 1185.83 ms [2021-08-28 08:01:11 main:574] : INFO : Epoch 1826 | loss: 0.0311733 | val_loss: 0.0311792 | Time: 1173.35 ms [2021-08-28 08:01:12 main:574] : INFO : Epoch 1827 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 1186.03 ms [2021-08-28 08:01:13 main:574] : INFO : Epoch 1828 | loss: 0.0311727 | val_loss: 0.0311765 | Time: 1179.23 ms [2021-08-28 08:01:15 main:574] : INFO : Epoch 1829 | loss: 0.0311712 | val_loss: 0.0311818 | Time: 1194.74 ms [2021-08-28 08:01:16 main:574] : INFO : Epoch 1830 | loss: 0.0311701 | val_loss: 0.0311768 | Time: 1183.13 ms [2021-08-28 08:01:17 main:574] : INFO : Epoch 1831 | loss: 0.0311674 | val_loss: 0.031176 | Time: 1192.32 ms [2021-08-28 08:01:18 main:574] : INFO : Epoch 1832 | loss: 0.031168 | val_loss: 0.0311765 | Time: 1187.51 ms [2021-08-28 08:01:19 main:574] : INFO : Epoch 1833 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 1188.38 ms [2021-08-28 08:01:21 main:574] : INFO : Epoch 1834 | loss: 0.03117 | val_loss: 0.031178 | Time: 1192 ms [2021-08-28 08:01:22 main:574] : INFO : Epoch 1835 | loss: 0.0311668 | val_loss: 0.0311762 | Time: 1190.05 ms [2021-08-28 08:01:23 main:574] : INFO : Epoch 1836 | loss: 0.0311648 | val_loss: 0.0311759 | Time: 1194.3 ms [2021-08-28 08:01:24 main:574] : INFO : Epoch 1837 | loss: 0.0311644 | val_loss: 0.0311766 | Time: 1186.51 ms [2021-08-28 08:01:25 main:574] : INFO : Epoch 1838 | loss: 0.0311643 | val_loss: 0.0311765 | Time: 1196.87 ms [2021-08-28 08:01:27 main:574] : INFO : Epoch 1839 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 1182.64 ms [2021-08-28 08:01:28 main:574] : INFO : Epoch 1840 | loss: 0.0311651 | val_loss: 0.0311768 | Time: 1188.36 ms [2021-08-28 08:01:29 main:574] : INFO : Epoch 1841 | loss: 0.0311633 | val_loss: 0.0311763 | Time: 1186.66 ms [2021-08-28 08:01:30 main:574] : INFO : Epoch 1842 | loss: 0.0311633 | val_loss: 0.0311796 | Time: 1184.18 ms [2021-08-28 08:01:31 main:574] : INFO : Epoch 1843 | loss: 0.0311628 | val_loss: 0.0311773 | Time: 1186.26 ms [2021-08-28 08:01:33 main:574] : INFO : Epoch 1844 | loss: 0.031162 | val_loss: 0.0311768 | Time: 1186.68 ms [2021-08-28 08:01:34 main:574] : INFO : Epoch 1845 | loss: 0.0311617 | val_loss: 0.0311775 | Time: 1182.25 ms [2021-08-28 08:01:35 main:574] : INFO : Epoch 1846 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 1189.74 ms [2021-08-28 08:01:36 main:574] : INFO : Epoch 1847 | loss: 0.0311614 | val_loss: 0.0311788 | Time: 1197.75 ms [2021-08-28 08:01:37 main:574] : INFO : Epoch 1848 | loss: 0.0311627 | val_loss: 0.0311778 | Time: 1183.82 ms [2021-08-28 08:01:39 main:574] : INFO : Epoch 1849 | loss: 0.0311614 | val_loss: 0.0311822 | Time: 1190.2 ms [2021-08-28 08:01:40 main:574] : INFO : Epoch 1850 | loss: 0.0311629 | val_loss: 0.0311781 | Time: 1183.89 ms [2021-08-28 08:01:41 main:574] : INFO : Epoch 1851 | loss: 0.0311622 | val_loss: 0.0311792 | Time: 1191.75 ms [2021-08-28 08:01:42 main:574] : INFO : Epoch 1852 | loss: 0.031165 | val_loss: 0.0311811 | Time: 1186.42 ms [2021-08-28 08:01:43 main:574] : INFO : Epoch 1853 | loss: 0.0311615 | val_loss: 0.0311824 | Time: 1183.4 ms [2021-08-28 08:01:44 main:574] : INFO : Epoch 1854 | loss: 0.0311659 | val_loss: 0.0311776 | Time: 1192.6 ms [2021-08-28 08:01:46 main:574] : INFO : Epoch 1855 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 1180.56 ms [2021-08-28 08:01:47 main:574] : INFO : Epoch 1856 | loss: 0.0311645 | val_loss: 0.031175 | Time: 1188.74 ms [2021-08-28 08:01:48 main:574] : INFO : Epoch 1857 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 1181.37 ms [2021-08-28 08:01:49 main:574] : INFO : Epoch 1858 | loss: 0.031163 | val_loss: 0.0311762 | Time: 1183.43 ms [2021-08-28 08:01:50 main:574] : INFO : Epoch 1859 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 1186.05 ms [2021-08-28 08:01:52 main:574] : INFO : Epoch 1860 | loss: 0.0311621 | val_loss: 0.0311827 | Time: 1193.44 ms [2021-08-28 08:01:53 main:574] : INFO : Epoch 1861 | loss: 0.0311636 | val_loss: 0.031175 | Time: 1185.85 ms [2021-08-28 08:01:54 main:574] : INFO : Epoch 1862 | loss: 0.0311628 | val_loss: 0.0311776 | Time: 1192.4 ms [2021-08-28 08:01:55 main:574] : INFO : Epoch 1863 | loss: 0.0311618 | val_loss: 0.0311747 | Time: 1191.92 ms [2021-08-28 08:01:56 main:574] : INFO : Epoch 1864 | loss: 0.0311628 | val_loss: 0.0311782 | Time: 1192.95 ms [2021-08-28 08:01:58 main:574] : INFO : Epoch 1865 | loss: 0.0311604 | val_loss: 0.0311746 | Time: 1185.98 ms [2021-08-28 08:01:59 main:574] : INFO : Epoch 1866 | loss: 0.0311596 | val_loss: 0.0311781 | Time: 1182.73 ms [2021-08-28 08:02:00 main:574] : INFO : Epoch 1867 | loss: 0.0311629 | val_loss: 0.0311786 | Time: 1189.47 ms [2021-08-28 08:02:01 main:574] : INFO : Epoch 1868 | loss: 0.0311681 | val_loss: 0.0311765 | Time: 1184.57 ms [2021-08-28 08:02:02 main:574] : INFO : Epoch 1869 | loss: 0.031169 | val_loss: 0.0311777 | Time: 1197.83 ms [2021-08-28 08:02:04 main:574] : INFO : Epoch 1870 | loss: 0.031166 | val_loss: 0.0311748 | Time: 1193.66 ms [2021-08-28 08:02:05 main:574] : INFO : Epoch 1871 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 1191.95 ms [2021-08-28 08:02:06 main:574] : INFO : Epoch 1872 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 1192.97 ms [2021-08-28 08:02:07 main:574] : INFO : Epoch 1873 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 1187.83 ms [2021-08-28 08:02:08 main:574] : INFO : Epoch 1874 | loss: 0.0311642 | val_loss: 0.0311773 | Time: 1190.87 ms [2021-08-28 08:02:10 main:574] : INFO : Epoch 1875 | loss: 0.0311646 | val_loss: 0.0311769 | Time: 1175.32 ms [2021-08-28 08:02:11 main:574] : INFO : Epoch 1876 | loss: 0.0311639 | val_loss: 0.031176 | Time: 1184.14 ms [2021-08-28 08:02:12 main:574] : INFO : Epoch 1877 | loss: 0.0311625 | val_loss: 0.0311781 | Time: 1176.67 ms [2021-08-28 08:02:13 main:574] : INFO : Epoch 1878 | loss: 0.0311627 | val_loss: 0.0311753 | Time: 1185.47 ms [2021-08-28 08:02:14 main:574] : INFO : Epoch 1879 | loss: 0.031161 | val_loss: 0.0311775 | Time: 1183.34 ms [2021-08-28 08:02:15 main:574] : INFO : Epoch 1880 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 1192.07 ms [2021-08-28 08:02:17 main:574] : INFO : Epoch 1881 | loss: 0.0311606 | val_loss: 0.0311788 | Time: 1192.81 ms [2021-08-28 08:02:18 main:574] : INFO : Epoch 1882 | loss: 0.0311618 | val_loss: 0.0311796 | Time: 1191.33 ms [2021-08-28 08:02:19 main:574] : INFO : Epoch 1883 | loss: 0.0311626 | val_loss: 0.031179 | Time: 1179.5 ms [2021-08-28 08:02:20 main:574] : INFO : Epoch 1884 | loss: 0.0311604 | val_loss: 0.0311792 | Time: 1181.46 ms [2021-08-28 08:02:21 main:574] : INFO : Epoch 1885 | loss: 0.0311605 | val_loss: 0.0311758 | Time: 1182.98 ms [2021-08-28 08:02:23 main:574] : INFO : Epoch 1886 | loss: 0.0311607 | val_loss: 0.0311744 | Time: 1196.07 ms [2021-08-28 08:02:24 main:574] : INFO : Epoch 1887 | loss: 0.0311606 | val_loss: 0.0311763 | Time: 1184.23 ms [2021-08-28 08:02:25 main:574] : INFO : Epoch 1888 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 1186.42 ms [2021-08-28 08:02:26 main:574] : INFO : Epoch 1889 | loss: 0.0311603 | val_loss: 0.0311765 | Time: 1185.12 ms [2021-08-28 08:02:27 main:574] : INFO : Epoch 1890 | loss: 0.0311607 | val_loss: 0.0311778 | Time: 1189.25 ms [2021-08-28 08:02:29 main:574] : INFO : Epoch 1891 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 1182.35 ms [2021-08-28 08:02:30 main:574] : INFO : Epoch 1892 | loss: 0.0311603 | val_loss: 0.0311768 | Time: 1183.72 ms [2021-08-28 08:02:31 main:574] : INFO : Epoch 1893 | loss: 0.0311612 | val_loss: 0.031175 | Time: 1194.15 ms [2021-08-28 08:02:32 main:574] : INFO : Epoch 1894 | loss: 0.0311603 | val_loss: 0.0311769 | Time: 1192.68 ms [2021-08-28 08:02:33 main:574] : INFO : Epoch 1895 | loss: 0.0311593 | val_loss: 0.0311757 | Time: 1184.77 ms [2021-08-28 08:02:35 main:574] : INFO : Epoch 1896 | loss: 0.0311592 | val_loss: 0.0311769 | Time: 1181.93 ms [2021-08-28 08:02:36 main:574] : INFO : Epoch 1897 | loss: 0.0311606 | val_loss: 0.0311853 | Time: 1183.83 ms [2021-08-28 08:02:37 main:574] : INFO : Epoch 1898 | loss: 0.031164 | val_loss: 0.0311795 | Time: 1184.85 ms [2021-08-28 08:02:38 main:574] : INFO : Epoch 1899 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 1190.4 ms [2021-08-28 08:02:39 main:574] : INFO : Epoch 1900 | loss: 0.0311636 | val_loss: 0.0311799 | Time: 1184.08 ms [2021-08-28 08:02:41 main:574] : INFO : Epoch 1901 | loss: 0.0311648 | val_loss: 0.0311853 | Time: 1188.17 ms [2021-08-28 08:02:42 main:574] : INFO : Epoch 1902 | loss: 0.0319029 | val_loss: 0.0314789 | Time: 1189.7 ms [2021-08-28 08:02:43 main:574] : INFO : Epoch 1903 | loss: 0.0319261 | val_loss: 0.0318616 | Time: 1187.93 ms [2021-08-28 08:02:44 main:574] : INFO : Epoch 1904 | loss: 0.0319659 | val_loss: 0.031417 | Time: 1185.07 ms [2021-08-28 08:02:45 main:574] : INFO : Epoch 1905 | loss: 0.0312794 | val_loss: 0.0312143 | Time: 1181 ms [2021-08-28 08:02:46 main:574] : INFO : Epoch 1906 | loss: 0.0311904 | val_loss: 0.0311812 | Time: 1183.68 ms [2021-08-28 08:02:48 main:574] : INFO : Epoch 1907 | loss: 0.0311739 | val_loss: 0.031186 | Time: 1183.05 ms [2021-08-28 08:02:49 main:574] : INFO : Epoch 1908 | loss: 0.0311712 | val_loss: 0.0311727 | Time: 1184.83 ms [2021-08-28 08:02:50 main:574] : INFO : Epoch 1909 | loss: 0.0311644 | val_loss: 0.031175 | Time: 1192.84 ms [2021-08-28 08:02:51 main:574] : INFO : Epoch 1910 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 1194.59 ms [2021-08-28 08:02:52 main:574] : INFO : Epoch 1911 | loss: 0.0311606 | val_loss: 0.0311744 | Time: 1181.25 ms [2021-08-28 08:02:54 main:574] : INFO : Epoch 1912 | loss: 0.03116 | val_loss: 0.0311734 | Time: 1183.24 ms [2021-08-28 08:02:55 main:574] : INFO : Epoch 1913 | loss: 0.0311604 | val_loss: 0.0311738 | Time: 1181.43 ms [2021-08-28 08:02:56 main:574] : INFO : Epoch 1914 | loss: 0.0311593 | val_loss: 0.0311737 | Time: 1194.9 ms [2021-08-28 08:02:57 main:574] : INFO : Epoch 1915 | loss: 0.031159 | val_loss: 0.0311738 | Time: 1187.42 ms [2021-08-28 08:02:58 main:574] : INFO : Epoch 1916 | loss: 0.0311586 | val_loss: 0.0311755 | Time: 1183.47 ms [2021-08-28 08:03:00 main:574] : INFO : Epoch 1917 | loss: 0.031158 | val_loss: 0.031174 | Time: 1191.51 ms [2021-08-28 08:03:01 main:574] : INFO : Epoch 1918 | loss: 0.0311584 | val_loss: 0.0311725 | Time: 1185.93 ms [2021-08-28 08:03:02 main:574] : INFO : Epoch 1919 | loss: 0.0311579 | val_loss: 0.0311742 | Time: 1174.82 ms [2021-08-28 08:03:03 main:574] : INFO : Epoch 1920 | loss: 0.0311592 | val_loss: 0.0311744 | Time: 1186.84 ms [2021-08-28 08:03:04 main:574] : INFO : Epoch 1921 | loss: 0.0311587 | val_loss: 0.0311747 | Time: 1199.8 ms [2021-08-28 08:03:06 main:574] : INFO : Epoch 1922 | loss: 0.0311583 | val_loss: 0.0311773 | Time: 1188.6 ms [2021-08-28 08:03:07 main:574] : INFO : Epoch 1923 | loss: 0.0311577 | val_loss: 0.031176 | Time: 1180.83 ms [2021-08-28 08:03:08 main:574] : INFO : Epoch 1924 | loss: 0.0311587 | val_loss: 0.0311741 | Time: 1187.36 ms [2021-08-28 08:03:09 main:574] : INFO : Epoch 1925 | loss: 0.0311622 | val_loss: 0.0311763 | Time: 1189.3 ms [2021-08-28 08:03:10 main:574] : INFO : Epoch 1926 | loss: 0.031162 | val_loss: 0.0311732 | Time: 1188.1 ms [2021-08-28 08:03:12 main:574] : INFO : Epoch 1927 | loss: 0.0311615 | val_loss: 0.0311721 | Time: 1195.05 ms [2021-08-28 08:03:13 main:574] : INFO : Epoch 1928 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 1199.07 ms [2021-08-28 08:03:14 main:574] : INFO : Epoch 1929 | loss: 0.0311624 | val_loss: 0.0311717 | Time: 1193.67 ms [2021-08-28 08:03:15 main:574] : INFO : Epoch 1930 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 1194.69 ms [2021-08-28 08:03:16 main:574] : INFO : Epoch 1931 | loss: 0.0311608 | val_loss: 0.0311741 | Time: 1188.95 ms [2021-08-28 08:03:18 main:574] : INFO : Epoch 1932 | loss: 0.0311602 | val_loss: 0.0311723 | Time: 1190.7 ms [2021-08-28 08:03:19 main:574] : INFO : Epoch 1933 | loss: 0.0311595 | val_loss: 0.0311723 | Time: 1184.31 ms [2021-08-28 08:03:20 main:574] : INFO : Epoch 1934 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 1189.74 ms [2021-08-28 08:03:21 main:574] : INFO : Epoch 1935 | loss: 0.03116 | val_loss: 0.0311728 | Time: 1181.81 ms [2021-08-28 08:03:22 main:574] : INFO : Epoch 1936 | loss: 0.0311591 | val_loss: 0.0311718 | Time: 1184.58 ms [2021-08-28 08:03:23 main:574] : INFO : Epoch 1937 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 1191.7 ms [2021-08-28 08:03:25 main:574] : INFO : Epoch 1938 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 1182.63 ms [2021-08-28 08:03:26 main:574] : INFO : Epoch 1939 | loss: 0.0311587 | val_loss: 0.0311753 | Time: 1190.5 ms [2021-08-28 08:03:27 main:574] : INFO : Epoch 1940 | loss: 0.0311579 | val_loss: 0.031176 | Time: 1181.12 ms [2021-08-28 08:03:28 main:574] : INFO : Epoch 1941 | loss: 0.0311576 | val_loss: 0.0311744 | Time: 1182.3 ms [2021-08-28 08:03:29 main:574] : INFO : Epoch 1942 | loss: 0.0311577 | val_loss: 0.0311725 | Time: 1183.5 ms [2021-08-28 08:03:31 main:574] : INFO : Epoch 1943 | loss: 0.0311575 | val_loss: 0.0311718 | Time: 1190.14 ms [2021-08-28 08:03:32 main:574] : INFO : Epoch 1944 | loss: 0.0311578 | val_loss: 0.0311741 | Time: 1184.21 ms [2021-08-28 08:03:33 main:574] : INFO : Epoch 1945 | loss: 0.0311579 | val_loss: 0.0311748 | Time: 1203.41 ms [2021-08-28 08:03:34 main:574] : INFO : Epoch 1946 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 1204.19 ms [2021-08-28 08:03:35 main:574] : INFO : Epoch 1947 | loss: 0.0311568 | val_loss: 0.0311745 | Time: 1192.11 ms [2021-08-28 08:03:37 main:574] : INFO : Epoch 1948 | loss: 0.0311571 | val_loss: 0.031173 | Time: 1199.15 ms [2021-08-28 08:03:38 main:574] : INFO : Epoch 1949 | loss: 0.0311561 | val_loss: 0.0311744 | Time: 1215.24 ms [2021-08-28 08:03:39 main:574] : INFO : Epoch 1950 | loss: 0.031156 | val_loss: 0.0311732 | Time: 1195.94 ms [2021-08-28 08:03:40 main:574] : INFO : Epoch 1951 | loss: 0.0311563 | val_loss: 0.0311743 | Time: 1179.52 ms [2021-08-28 08:03:41 main:574] : INFO : Epoch 1952 | loss: 0.0311578 | val_loss: 0.0311714 | Time: 1180.97 ms [2021-08-28 08:03:43 main:574] : INFO : Epoch 1953 | loss: 0.0311581 | val_loss: 0.0311712 | Time: 1190.4 ms [2021-08-28 08:03:44 main:574] : INFO : Epoch 1954 | loss: 0.0311572 | val_loss: 0.0311724 | Time: 1187.07 ms [2021-08-28 08:03:45 main:574] : INFO : Epoch 1955 | loss: 0.031158 | val_loss: 0.0311703 | Time: 1183.87 ms [2021-08-28 08:03:46 main:574] : INFO : Epoch 1956 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 1187.74 ms [2021-08-28 08:03:47 main:574] : INFO : Epoch 1957 | loss: 0.0311583 | val_loss: 0.0311706 | Time: 1184.16 ms [2021-08-28 08:03:49 main:574] : INFO : Epoch 1958 | loss: 0.0311577 | val_loss: 0.0311712 | Time: 1186.77 ms [2021-08-28 08:03:50 main:574] : INFO : Epoch 1959 | loss: 0.0311577 | val_loss: 0.0311723 | Time: 1186.14 ms [2021-08-28 08:03:51 main:574] : INFO : Epoch 1960 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 1182.53 ms [2021-08-28 08:03:52 main:574] : INFO : Epoch 1961 | loss: 0.0311564 | val_loss: 0.0311704 | Time: 1191.84 ms [2021-08-28 08:03:53 main:574] : INFO : Epoch 1962 | loss: 0.0311568 | val_loss: 0.0311717 | Time: 1178.25 ms [2021-08-28 08:03:55 main:574] : INFO : Epoch 1963 | loss: 0.0311564 | val_loss: 0.0311696 | Time: 1188.65 ms [2021-08-28 08:03:56 main:574] : INFO : Epoch 1964 | loss: 0.0311574 | val_loss: 0.031176 | Time: 1177.8 ms [2021-08-28 08:03:57 main:574] : INFO : Epoch 1965 | loss: 0.0311572 | val_loss: 0.0311711 | Time: 1178.53 ms [2021-08-28 08:03:58 main:574] : INFO : Epoch 1966 | loss: 0.0311568 | val_loss: 0.0311703 | Time: 1184 ms [2021-08-28 08:03:59 main:574] : INFO : Epoch 1967 | loss: 0.0311566 | val_loss: 0.0311711 | Time: 1187 ms [2021-08-28 08:04:00 main:574] : INFO : Epoch 1968 | loss: 0.0311585 | val_loss: 0.0311704 | Time: 1182.02 ms [2021-08-28 08:04:02 main:574] : INFO : Epoch 1969 | loss: 0.0311574 | val_loss: 0.0311699 | Time: 1185.93 ms [2021-08-28 08:04:03 main:574] : INFO : Epoch 1970 | loss: 0.0311568 | val_loss: 0.0311694 | Time: 1188.76 ms [2021-08-28 08:04:04 main:574] : INFO : Epoch 1971 | loss: 0.0311567 | val_loss: 0.0311716 | Time: 1188.12 ms [2021-08-28 08:04:05 main:574] : INFO : Epoch 1972 | loss: 0.0311581 | val_loss: 0.0311756 | Time: 1194.7 ms [2021-08-28 08:04:06 main:574] : INFO : Epoch 1973 | loss: 0.0311588 | val_loss: 0.0311706 | Time: 1183.23 ms [2021-08-28 08:04:08 main:574] : INFO : Epoch 1974 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 1181.13 ms [2021-08-28 08:04:09 main:574] : INFO : Epoch 1975 | loss: 0.0311566 | val_loss: 0.0311712 | Time: 1189.76 ms [2021-08-28 08:04:10 main:574] : INFO : Epoch 1976 | loss: 0.0311555 | val_loss: 0.0311723 | Time: 1190.38 ms [2021-08-28 08:04:11 main:574] : INFO : Epoch 1977 | loss: 0.0311549 | val_loss: 0.0311723 | Time: 1188.1 ms [2021-08-28 08:04:12 main:574] : INFO : Epoch 1978 | loss: 0.031155 | val_loss: 0.0311712 | Time: 1179.95 ms [2021-08-28 08:04:14 main:574] : INFO : Epoch 1979 | loss: 0.0311549 | val_loss: 0.0311719 | Time: 1185.65 ms [2021-08-28 08:04:15 main:574] : INFO : Epoch 1980 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 1185.77 ms [2021-08-28 08:04:16 main:574] : INFO : Epoch 1981 | loss: 0.0311546 | val_loss: 0.0311724 | Time: 1180.26 ms [2021-08-28 08:04:17 main:574] : INFO : Epoch 1982 | loss: 0.0311552 | val_loss: 0.0311731 | Time: 1180.49 ms [2021-08-28 08:04:18 main:574] : INFO : Epoch 1983 | loss: 0.031156 | val_loss: 0.0311741 | Time: 1187.06 ms [2021-08-28 08:04:20 main:574] : INFO : Epoch 1984 | loss: 0.0311551 | val_loss: 0.0311707 | Time: 1190.95 ms [2021-08-28 08:04:21 main:574] : INFO : Epoch 1985 | loss: 0.0311544 | val_loss: 0.0311716 | Time: 1188.55 ms [2021-08-28 08:04:22 main:574] : INFO : Epoch 1986 | loss: 0.0311539 | val_loss: 0.0311716 | Time: 1186.81 ms [2021-08-28 08:04:23 main:574] : INFO : Epoch 1987 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 1185.56 ms [2021-08-28 08:04:24 main:574] : INFO : Epoch 1988 | loss: 0.0311563 | val_loss: 0.0311692 | Time: 1184.51 ms [2021-08-28 08:04:26 main:574] : INFO : Epoch 1989 | loss: 0.0311558 | val_loss: 0.0311706 | Time: 1188.77 ms [2021-08-28 08:04:27 main:574] : INFO : Epoch 1990 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 1190.14 ms [2021-08-28 08:04:28 main:574] : INFO : Epoch 1991 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 1188.12 ms [2021-08-28 08:04:29 main:574] : INFO : Epoch 1992 | loss: 0.0311563 | val_loss: 0.0311751 | Time: 1184.73 ms [2021-08-28 08:04:30 main:574] : INFO : Epoch 1993 | loss: 0.0311589 | val_loss: 0.0311717 | Time: 1190.77 ms [2021-08-28 08:04:31 main:574] : INFO : Epoch 1994 | loss: 0.031161 | val_loss: 0.0311774 | Time: 1188.67 ms [2021-08-28 08:04:33 main:574] : INFO : Epoch 1995 | loss: 0.0311711 | val_loss: 0.0311785 | Time: 1186.59 ms [2021-08-28 08:04:34 main:574] : INFO : Epoch 1996 | loss: 0.0311689 | val_loss: 0.0311743 | Time: 1189.35 ms [2021-08-28 08:04:35 main:574] : INFO : Epoch 1997 | loss: 0.0311676 | val_loss: 0.0311741 | Time: 1178.02 ms [2021-08-28 08:04:36 main:574] : INFO : Epoch 1998 | loss: 0.0311658 | val_loss: 0.0311695 | Time: 1187 ms [2021-08-28 08:04:37 main:574] : INFO : Epoch 1999 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 1183.19 ms [2021-08-28 08:04:39 main:574] : INFO : Epoch 2000 | loss: 0.0311625 | val_loss: 0.0311698 | Time: 1190.74 ms [2021-08-28 08:04:40 main:574] : INFO : Epoch 2001 | loss: 0.031162 | val_loss: 0.0311714 | Time: 1183.88 ms [2021-08-28 08:04:41 main:574] : INFO : Epoch 2002 | loss: 0.0311616 | val_loss: 0.0311716 | Time: 1199.39 ms [2021-08-28 08:04:42 main:574] : INFO : Epoch 2003 | loss: 0.0311631 | val_loss: 0.0311738 | Time: 1180.75 ms [2021-08-28 08:04:43 main:574] : INFO : Epoch 2004 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 1188.66 ms [2021-08-28 08:04:45 main:574] : INFO : Epoch 2005 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 1184.09 ms [2021-08-28 08:04:46 main:574] : INFO : Epoch 2006 | loss: 0.03116 | val_loss: 0.031171 | Time: 1186.57 ms [2021-08-28 08:04:47 main:574] : INFO : Epoch 2007 | loss: 0.0311597 | val_loss: 0.0311728 | Time: 1182.58 ms [2021-08-28 08:04:48 main:574] : INFO : Epoch 2008 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 1177.97 ms [2021-08-28 08:04:49 main:574] : INFO : Epoch 2009 | loss: 0.0311607 | val_loss: 0.0311711 | Time: 1180.89 ms [2021-08-28 08:04:51 main:574] : INFO : Epoch 2010 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 1195.11 ms [2021-08-28 08:04:52 main:574] : INFO : Epoch 2011 | loss: 0.0311588 | val_loss: 0.031172 | Time: 1185.01 ms [2021-08-28 08:04:53 main:574] : INFO : Epoch 2012 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 1186.83 ms [2021-08-28 08:04:54 main:574] : INFO : Epoch 2013 | loss: 0.0311577 | val_loss: 0.0311731 | Time: 1184.82 ms [2021-08-28 08:04:55 main:574] : INFO : Epoch 2014 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 1185.18 ms [2021-08-28 08:04:56 main:574] : INFO : Epoch 2015 | loss: 0.0311564 | val_loss: 0.0311717 | Time: 1179.15 ms [2021-08-28 08:04:58 main:574] : INFO : Epoch 2016 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 1194.75 ms [2021-08-28 08:04:59 main:574] : INFO : Epoch 2017 | loss: 0.031161 | val_loss: 0.0311746 | Time: 1186.87 ms [2021-08-28 08:05:00 main:574] : INFO : Epoch 2018 | loss: 0.0311595 | val_loss: 0.0311696 | Time: 1183.72 ms [2021-08-28 08:05:01 main:574] : INFO : Epoch 2019 | loss: 0.0311575 | val_loss: 0.0311713 | Time: 1176.28 ms [2021-08-28 08:05:02 main:574] : INFO : Epoch 2020 | loss: 0.0311572 | val_loss: 0.0311736 | Time: 1188.08 ms [2021-08-28 08:05:04 main:574] : INFO : Epoch 2021 | loss: 0.0311581 | val_loss: 0.0311714 | Time: 1193.9 ms [2021-08-28 08:05:05 main:574] : INFO : Epoch 2022 | loss: 0.0311579 | val_loss: 0.0311709 | Time: 1198.43 ms [2021-08-28 08:05:06 main:574] : INFO : Epoch 2023 | loss: 0.0311562 | val_loss: 0.031171 | Time: 1187.28 ms [2021-08-28 08:05:07 main:574] : INFO : Epoch 2024 | loss: 0.0311556 | val_loss: 0.0311727 | Time: 1182.32 ms [2021-08-28 08:05:08 main:574] : INFO : Epoch 2025 | loss: 0.0311581 | val_loss: 0.0311727 | Time: 1189.38 ms [2021-08-28 08:05:10 main:574] : INFO : Epoch 2026 | loss: 0.0311556 | val_loss: 0.0311738 | Time: 1186.26 ms [2021-08-28 08:05:11 main:574] : INFO : Epoch 2027 | loss: 0.0311569 | val_loss: 0.0311725 | Time: 1184.35 ms [2021-08-28 08:05:12 main:574] : INFO : Epoch 2028 | loss: 0.0311559 | val_loss: 0.0311724 | Time: 1187.11 ms [2021-08-28 08:05:13 main:574] : INFO : Epoch 2029 | loss: 0.0311554 | val_loss: 0.0311719 | Time: 1186.82 ms [2021-08-28 08:05:14 main:574] : INFO : Epoch 2030 | loss: 0.0311562 | val_loss: 0.0311705 | Time: 1190.57 ms [2021-08-28 08:05:16 main:574] : INFO : Epoch 2031 | loss: 0.0311561 | val_loss: 0.0311702 | Time: 1186.74 ms [2021-08-28 08:05:17 main:574] : INFO : Epoch 2032 | loss: 0.0311563 | val_loss: 0.0311703 | Time: 1175.95 ms [2021-08-28 08:05:18 main:574] : INFO : Epoch 2033 | loss: 0.0311557 | val_loss: 0.0311727 | Time: 1184.07 ms [2021-08-28 08:05:19 main:574] : INFO : Epoch 2034 | loss: 0.0311557 | val_loss: 0.0311718 | Time: 1187.85 ms [2021-08-28 08:05:20 main:574] : INFO : Epoch 2035 | loss: 0.0311559 | val_loss: 0.0311709 | Time: 1191.36 ms [2021-08-28 08:05:22 main:574] : INFO : Epoch 2036 | loss: 0.0311563 | val_loss: 0.0311725 | Time: 1188.16 ms [2021-08-28 08:05:23 main:574] : INFO : Epoch 2037 | loss: 0.0311577 | val_loss: 0.0311764 | Time: 1187.2 ms [2021-08-28 08:05:24 main:574] : INFO : Epoch 2038 | loss: 0.0311565 | val_loss: 0.0311743 | Time: 1180.77 ms [2021-08-28 08:05:25 main:574] : INFO : Epoch 2039 | loss: 0.0311555 | val_loss: 0.0311742 | Time: 1185.57 ms [2021-08-28 08:05:26 main:574] : INFO : Epoch 2040 | loss: 0.0311553 | val_loss: 0.0311746 | Time: 1191.14 ms [2021-08-28 08:05:27 main:574] : INFO : Epoch 2041 | loss: 0.0311557 | val_loss: 0.0311724 | Time: 1191.26 ms [2021-08-28 08:05:29 main:574] : INFO : Epoch 2042 | loss: 0.0311568 | val_loss: 0.0311737 | Time: 1182.91 ms [2021-08-28 08:05:30 main:574] : INFO : Epoch 2043 | loss: 0.0311564 | val_loss: 0.0311764 | Time: 1179.79 ms [2021-08-28 08:05:31 main:574] : INFO : Epoch 2044 | loss: 0.0311568 | val_loss: 0.0311733 | Time: 1180.81 ms [2021-08-28 08:05:32 main:574] : INFO : Epoch 2045 | loss: 0.0311562 | val_loss: 0.0311729 | Time: 1179.56 ms [2021-08-28 08:05:33 main:574] : INFO : Epoch 2046 | loss: 0.0311565 | val_loss: 0.0311735 | Time: 1188.6 ms [2021-08-28 08:05:35 main:574] : INFO : Epoch 2047 | loss: 0.0311557 | val_loss: 0.0311726 | Time: 1185.34 ms [2021-08-28 08:05:36 main:574] : INFO : Epoch 2048 | loss: 0.0311563 | val_loss: 0.0311761 | Time: 1195.06 ms [2021-08-28 08:05:36 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2021-08-28 08:05:36 main:603] : INFO : Saving end state to config to file [2021-08-28 08:05:36 main:608] : INFO : Success, exiting.. 08:05:36 (8016): 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)