Task 13247968
| Name | ParityModified-1647040671-26726-1-0_0 |
| Workunit | 10366394 |
| Created | 15 Mar 2022, 21:51:07 UTC |
| Sent | 22 Mar 2022, 21:24:13 UTC |
| Report deadline | 30 Mar 2022, 21:24:13 UTC |
| Received | 23 Mar 2022, 13:02:03 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 45 min 19 sec |
| CPU time | 3 hours 33 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.50 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311009 | val_loss: 0.0311922 | Time: 6547.43 ms
[2022-03-23 19:03:30 main:574] : INFO : Epoch 1543 | loss: 0.0311003 | val_loss: 0.0311741 | Time: 6533.94 ms
[2022-03-23 19:03:36 main:574] : INFO : Epoch 1544 | loss: 0.0311056 | val_loss: 0.0311796 | Time: 6566.53 ms
[2022-03-23 19:03:43 main:574] : INFO : Epoch 1545 | loss: 0.0311048 | val_loss: 0.0311732 | Time: 6534.19 ms
[2022-03-23 19:03:49 main:574] : INFO : Epoch 1546 | loss: 0.0310998 | val_loss: 0.0311825 | Time: 6537.74 ms
[2022-03-23 19:03:56 main:574] : INFO : Epoch 1547 | loss: 0.0310997 | val_loss: 0.031187 | Time: 6536.31 ms
[2022-03-23 19:04:02 main:574] : INFO : Epoch 1548 | loss: 0.0310936 | val_loss: 0.031184 | Time: 6540.19 ms
[2022-03-23 19:04:09 main:574] : INFO : Epoch 1549 | loss: 0.0310947 | val_loss: 0.0311753 | Time: 6545.29 ms
[2022-03-23 19:04:16 main:574] : INFO : Epoch 1550 | loss: 0.0310976 | val_loss: 0.0311835 | Time: 6511.07 ms
[2022-03-23 19:04:22 main:574] : INFO : Epoch 1551 | loss: 0.0310954 | val_loss: 0.0311773 | Time: 6545.8 ms
[2022-03-23 19:04:29 main:574] : INFO : Epoch 1552 | loss: 0.031097 | val_loss: 0.031192 | Time: 6543.28 ms
[2022-03-23 19:04:35 main:574] : INFO : Epoch 1553 | loss: 0.0311107 | val_loss: 0.031182 | Time: 6522.56 ms
[2022-03-23 19:04:42 main:574] : INFO : Epoch 1554 | loss: 0.0310992 | val_loss: 0.0311721 | Time: 6568.06 ms
[2022-03-23 19:04:48 main:574] : INFO : Epoch 1555 | loss: 0.0310963 | val_loss: 0.0311827 | Time: 6549.51 ms
[2022-03-23 19:04:55 main:574] : INFO : Epoch 1556 | loss: 0.0310931 | val_loss: 0.0311736 | Time: 6531.17 ms
[2022-03-23 19:05:02 main:574] : INFO : Epoch 1557 | loss: 0.0311004 | val_loss: 0.0311722 | Time: 6673.81 ms
[2022-03-23 19:05:08 main:574] : INFO : Epoch 1558 | loss: 0.0310989 | val_loss: 0.0311831 | Time: 6542.66 ms
[2022-03-23 19:05:15 main:574] : INFO : Epoch 1559 | loss: 0.0310957 | val_loss: 0.0311737 | Time: 6550.6 ms
[2022-03-23 19:05:21 main:574] : INFO : Epoch 1560 | loss: 0.0310955 | val_loss: 0.0311765 | Time: 6524.25 ms
[2022-03-23 19:05:28 main:574] : INFO : Epoch 1561 | loss: 0.0311013 | val_loss: 0.0311901 | Time: 6540.11 ms
[2022-03-23 19:05:34 main:574] : INFO : Epoch 1562 | loss: 0.0311005 | val_loss: 0.0311819 | Time: 6570.48 ms
[2022-03-23 19:05:41 main:574] : INFO : Epoch 1563 | loss: 0.0311127 | val_loss: 0.0311734 | Time: 6578.73 ms
[2022-03-23 19:06:27 main:574] : INFO : Epoch 1564 | loss: 0.0311087 | val_loss: 0.0311704 | Time: 46621.6 ms
[2022-03-23 19:06:34 main:574] : INFO : Epoch 1565 | loss: 0.0311011 | val_loss: 0.0311752 | Time: 6498.73 ms
[2022-03-23 19:06:41 main:574] : INFO : Epoch 1566 | loss: 0.0310987 | val_loss: 0.0311803 | Time: 6522.46 ms
[2022-03-23 19:06:47 main:574] : INFO : Epoch 1567 | loss: 0.0310978 | val_loss: 0.0311765 | Time: 6528.52 ms
[2022-03-23 19:07:05 main:574] : INFO : Epoch 1568 | loss: 0.0310996 | val_loss: 0.0312027 | Time: 18235.2 ms
[2022-03-23 19:07:12 main:574] : INFO : Epoch 1569 | loss: 0.0310967 | val_loss: 0.031179 | Time: 6544.6 ms
[2022-03-23 19:07:18 main:574] : INFO : Epoch 1570 | loss: 0.031096 | val_loss: 0.0311766 | Time: 6530.92 ms
[2022-03-23 19:07:25 main:574] : INFO : Epoch 1571 | loss: 0.0310993 | val_loss: 0.0311755 | Time: 6533.9 ms
[2022-03-23 19:07:32 main:574] : INFO : Epoch 1572 | loss: 0.0311043 | val_loss: 0.0311774 | Time: 6631.94 ms
[2022-03-23 19:07:38 main:574] : INFO : Epoch 1573 | loss: 0.0311036 | val_loss: 0.031185 | Time: 6527.42 ms
[2022-03-23 19:07:45 main:574] : INFO : Epoch 1574 | loss: 0.0311015 | val_loss: 0.0311754 | Time: 6528.32 ms
[2022-03-23 19:07:51 main:574] : INFO : Epoch 1575 | loss: 0.0311134 | val_loss: 0.0311686 | Time: 6511.74 ms
[2022-03-23 19:07:58 main:574] : INFO : Epoch 1576 | loss: 0.0311095 | val_loss: 0.0311829 | Time: 6532.74 ms
[2022-03-23 19:08:04 main:574] : INFO : Epoch 1577 | loss: 0.031101 | val_loss: 0.0311677 | Time: 6528.65 ms
[2022-03-23 19:08:11 main:574] : INFO : Epoch 1578 | loss: 0.0311008 | val_loss: 0.0311786 | Time: 6512.01 ms
[2022-03-23 19:08:17 main:574] : INFO : Epoch 1579 | loss: 0.0311083 | val_loss: 0.0311768 | Time: 6520.3 ms
[2022-03-23 19:08:24 main:574] : INFO : Epoch 1580 | loss: 0.0311078 | val_loss: 0.0311745 | Time: 6527.86 ms
[2022-03-23 19:08:30 main:574] : INFO : Epoch 1581 | loss: 0.0311018 | val_loss: 0.03119 | Time: 6543.85 ms
[2022-03-23 19:08:37 main:574] : INFO : Epoch 1582 | loss: 0.0311 | val_loss: 0.0311786 | Time: 6616.73 ms
[2022-03-23 19:08:43 main:574] : INFO : Epoch 1583 | loss: 0.031106 | val_loss: 0.0311788 | Time: 6541.84 ms
[2022-03-23 19:08:50 main:574] : INFO : Epoch 1584 | loss: 0.0311003 | val_loss: 0.0311823 | Time: 6534.99 ms
[2022-03-23 19:08:57 main:574] : INFO : Epoch 1585 | loss: 0.0311004 | val_loss: 0.031182 | Time: 6507.03 ms
[2022-03-23 19:09:03 main:574] : INFO : Epoch 1586 | loss: 0.0311064 | val_loss: 0.0311761 | Time: 6560.31 ms
[2022-03-23 19:09:10 main:574] : INFO : Epoch 1587 | loss: 0.0311073 | val_loss: 0.0311855 | Time: 6519.89 ms
[2022-03-23 19:09:16 main:574] : INFO : Epoch 1588 | loss: 0.0310998 | val_loss: 0.0311836 | Time: 6519.94 ms
[2022-03-23 19:09:23 main:574] : INFO : Epoch 1589 | loss: 0.0310966 | val_loss: 0.0311821 | Time: 6541.91 ms
[2022-03-23 19:09:29 main:574] : INFO : Epoch 1590 | loss: 0.0310947 | val_loss: 0.0311731 | Time: 6540.28 ms
[2022-03-23 19:09:36 main:574] : INFO : Epoch 1591 | loss: 0.031097 | val_loss: 0.0311833 | Time: 6533.3 ms
[2022-03-23 19:09:42 main:574] : INFO : Epoch 1592 | loss: 0.0310968 | val_loss: 0.0311754 | Time: 6531.46 ms
[2022-03-23 19:09:49 main:574] : INFO : Epoch 1593 | loss: 0.0310977 | val_loss: 0.0311813 | Time: 6532.7 ms
[2022-03-23 19:09:55 main:574] : INFO : Epoch 1594 | loss: 0.0310951 | val_loss: 0.0311868 | Time: 6540.46 ms
[2022-03-23 19:10:02 main:574] : INFO : Epoch 1595 | loss: 0.0310981 | val_loss: 0.0311855 | Time: 6506.53 ms
[2022-03-23 19:10:08 main:574] : INFO : Epoch 1596 | loss: 0.0311024 | val_loss: 0.0311769 | Time: 6530.03 ms
[2022-03-23 19:10:15 main:574] : INFO : Epoch 1597 | loss: 0.0311089 | val_loss: 0.03117 | Time: 6539.43 ms
[2022-03-23 19:10:22 main:574] : INFO : Epoch 1598 | loss: 0.0311032 | val_loss: 0.0311857 | Time: 6521.43 ms
[2022-03-23 19:10:28 main:574] : INFO : Epoch 1599 | loss: 0.0311008 | val_loss: 0.0311836 | Time: 6531.65 ms
[2022-03-23 19:10:35 main:574] : INFO : Epoch 1600 | loss: 0.0311002 | val_loss: 0.0311866 | Time: 6528.91 ms
[2022-03-23 19:10:41 main:574] : INFO : Epoch 1601 | loss: 0.0310971 | val_loss: 0.0311715 | Time: 6526.11 ms
[2022-03-23 19:10:48 main:574] : INFO : Epoch 1602 | loss: 0.031095 | val_loss: 0.0311804 | Time: 6537.02 ms
[2022-03-23 19:10:54 main:574] : INFO : Epoch 1603 | loss: 0.0310999 | val_loss: 0.0311695 | Time: 6533.19 ms
[2022-03-23 19:11:01 main:574] : INFO : Epoch 1604 | loss: 0.0310996 | val_loss: 0.031173 | Time: 6612.75 ms
[2022-03-23 19:11:07 main:574] : INFO : Epoch 1605 | loss: 0.0310963 | val_loss: 0.0311829 | Time: 6517.62 ms
[2022-03-23 19:11:14 main:574] : INFO : Epoch 1606 | loss: 0.0310984 | val_loss: 0.0311792 | Time: 6533.2 ms
[2022-03-23 19:11:20 main:574] : INFO : Epoch 1607 | loss: 0.031097 | val_loss: 0.0311847 | Time: 6547.65 ms
[2022-03-23 19:11:27 main:574] : INFO : Epoch 1608 | loss: 0.0311006 | val_loss: 0.0311998 | Time: 6515.03 ms
[2022-03-23 19:11:33 main:574] : INFO : Epoch 1609 | loss: 0.0311136 | val_loss: 0.0311675 | Time: 6532.26 ms
[2022-03-23 19:11:40 main:574] : INFO : Epoch 1610 | loss: 0.0311154 | val_loss: 0.0311792 | Time: 6561.39 ms
[2022-03-23 19:11:47 main:574] : INFO : Epoch 1611 | loss: 0.0311061 | val_loss: 0.0311747 | Time: 6515.94 ms
[2022-03-23 19:11:53 main:574] : INFO : Epoch 1612 | loss: 0.0311022 | val_loss: 0.0311799 | Time: 6539.17 ms
[2022-03-23 19:12:00 main:574] : INFO : Epoch 1613 | loss: 0.0310982 | val_loss: 0.0311845 | Time: 6528.51 ms
[2022-03-23 19:12:06 main:574] : INFO : Epoch 1614 | loss: 0.031097 | val_loss: 0.0311885 | Time: 6535.22 ms
[2022-03-23 19:12:13 main:574] : INFO : Epoch 1615 | loss: 0.0311076 | val_loss: 0.0311669 | Time: 6624.11 ms
[2022-03-23 19:12:19 main:574] : INFO : Epoch 1616 | loss: 0.0311119 | val_loss: 0.0311784 | Time: 6542.76 ms
[2022-03-23 19:12:26 main:574] : INFO : Epoch 1617 | loss: 0.0311037 | val_loss: 0.0311801 | Time: 6524.48 ms
[2022-03-23 19:12:33 main:574] : INFO : Epoch 1618 | loss: 0.0310994 | val_loss: 0.0311791 | Time: 7453.07 ms
[2022-03-23 19:13:32 main:574] : INFO : Epoch 1619 | loss: 0.0310974 | val_loss: 0.0311717 | Time: 58310 ms
[2022-03-23 19:13:38 main:574] : INFO : Epoch 1620 | loss: 0.0310961 | val_loss: 0.031191 | Time: 6556.24 ms
[2022-03-23 19:13:45 main:574] : INFO : Epoch 1621 | loss: 0.031095 | val_loss: 0.0311915 | Time: 6528.86 ms
[2022-03-23 19:13:51 main:574] : INFO : Epoch 1622 | loss: 0.0310944 | val_loss: 0.0311879 | Time: 6530.52 ms
[2022-03-23 19:13:58 main:574] : INFO : Epoch 1623 | loss: 0.0310995 | val_loss: 0.0311743 | Time: 6509.63 ms
[2022-03-23 19:14:04 main:574] : INFO : Epoch 1624 | loss: 0.0311039 | val_loss: 0.0311847 | Time: 6532.67 ms
[2022-03-23 19:14:11 main:574] : INFO : Epoch 1625 | loss: 0.0310976 | val_loss: 0.0311933 | Time: 6559.75 ms
[2022-03-23 19:14:17 main:574] : INFO : Epoch 1626 | loss: 0.0321951 | val_loss: 0.0419739 | Time: 6506.66 ms
[2022-03-23 19:14:24 main:574] : INFO : Epoch 1627 | loss: 0.0353484 | val_loss: 0.043849 | Time: 6560.03 ms
[2022-03-23 19:14:31 main:574] : INFO : Epoch 1628 | loss: 0.0339135 | val_loss: 0.0320668 | Time: 6520.95 ms
[2022-03-23 19:14:37 main:574] : INFO : Epoch 1629 | loss: 0.0315054 | val_loss: 0.0313287 | Time: 6514.9 ms
[2022-03-23 19:14:44 main:574] : INFO : Epoch 1630 | loss: 0.0312934 | val_loss: 0.0312745 | Time: 6525.73 ms
[2022-03-23 19:14:50 main:574] : INFO : Epoch 1631 | loss: 0.0312572 | val_loss: 0.0312513 | Time: 6528.3 ms
[2022-03-23 19:14:57 main:574] : INFO : Epoch 1632 | loss: 0.0312499 | val_loss: 0.0312481 | Time: 6533.71 ms
[2022-03-23 19:15:03 main:574] : INFO : Epoch 1633 | loss: 0.031248 | val_loss: 0.0312474 | Time: 6516.21 ms
[2022-03-23 19:15:10 main:574] : INFO : Epoch 1634 | loss: 0.0312473 | val_loss: 0.0312464 | Time: 6537.67 ms
[2022-03-23 19:15:16 main:574] : INFO : Epoch 1635 | loss: 0.0312463 | val_loss: 0.0312453 | Time: 6540.4 ms
[2022-03-23 19:15:23 main:574] : INFO : Epoch 1636 | loss: 0.0312455 | val_loss: 0.0312441 | Time: 6501.98 ms
[2022-03-23 19:15:29 main:574] : INFO : Epoch 1637 | loss: 0.0312438 | val_loss: 0.0312434 | Time: 6535.85 ms
[2022-03-23 19:15:36 main:574] : INFO : Epoch 1638 | loss: 0.0312426 | val_loss: 0.0312411 | Time: 6528.5 ms
[2022-03-23 19:15:42 main:574] : INFO : Epoch 1639 | loss: 0.0312405 | val_loss: 0.0312392 | Time: 6518.61 ms
[2022-03-23 19:15:49 main:574] : INFO : Epoch 1640 | loss: 0.0312385 | val_loss: 0.0312359 | Time: 6546.65 ms
[2022-03-23 19:15:56 main:574] : INFO : Epoch 1641 | loss: 0.0312358 | val_loss: 0.0312329 | Time: 6721.7 ms
[2022-03-23 19:16:02 main:574] : INFO : Epoch 1642 | loss: 0.0312347 | val_loss: 0.0312341 | Time: 6511.94 ms
[2022-03-23 19:16:09 main:574] : INFO : Epoch 1643 | loss: 0.0312273 | val_loss: 0.0312228 | Time: 6582.61 ms
[2022-03-23 19:16:15 main:574] : INFO : Epoch 1644 | loss: 0.0312205 | val_loss: 0.0312158 | Time: 6533.3 ms
[2022-03-23 19:16:22 main:574] : INFO : Epoch 1645 | loss: 0.0312128 | val_loss: 0.0312093 | Time: 6541.28 ms
[2022-03-23 19:16:28 main:574] : INFO : Epoch 1646 | loss: 0.0312076 | val_loss: 0.0312038 | Time: 6508.37 ms
[2022-03-23 19:16:35 main:574] : INFO : Epoch 1647 | loss: 0.0312016 | val_loss: 0.0311991 | Time: 6556.45 ms
[2022-03-23 19:16:41 main:574] : INFO : Epoch 1648 | loss: 0.0311954 | val_loss: 0.0311905 | Time: 6532.12 ms
[2022-03-23 19:16:48 main:574] : INFO : Epoch 1649 | loss: 0.0311899 | val_loss: 0.0311863 | Time: 6502.03 ms
[2022-03-23 19:16:55 main:574] : INFO : Epoch 1650 | loss: 0.0311849 | val_loss: 0.0311806 | Time: 6531.67 ms
[2022-03-23 19:17:01 main:574] : INFO : Epoch 1651 | loss: 0.0311819 | val_loss: 0.0311757 | Time: 6530.63 ms
[2022-03-23 19:17:08 main:574] : INFO : Epoch 1652 | loss: 0.0311775 | val_loss: 0.0311721 | Time: 6515.48 ms
[2022-03-23 19:17:14 main:574] : INFO : Epoch 1653 | loss: 0.0311712 | val_loss: 0.0311714 | Time: 6531.85 ms
[2022-03-23 19:17:21 main:574] : INFO : Epoch 1654 | loss: 0.0311702 | val_loss: 0.0311706 | Time: 6560.15 ms
[2022-03-23 19:17:27 main:574] : INFO : Epoch 1655 | loss: 0.0311731 | val_loss: 0.0311697 | Time: 6529.93 ms
[2022-03-23 19:17:34 main:574] : INFO : Epoch 1656 | loss: 0.0311654 | val_loss: 0.0311695 | Time: 6516.19 ms
[2022-03-23 19:17:40 main:574] : INFO : Epoch 1657 | loss: 0.031169 | val_loss: 0.0311619 | Time: 6532.35 ms
[2022-03-23 19:17:47 main:574] : INFO : Epoch 1658 | loss: 0.0311652 | val_loss: 0.0311665 | Time: 6549.97 ms
[2022-03-23 19:17:53 main:574] : INFO : Epoch 1659 | loss: 0.0311616 | val_loss: 0.0311591 | Time: 6515.72 ms
[2022-03-23 19:18:00 main:574] : INFO : Epoch 1660 | loss: 0.0311637 | val_loss: 0.031163 | Time: 6521.99 ms
[2022-03-23 19:18:06 main:574] : INFO : Epoch 1661 | loss: 0.0311576 | val_loss: 0.0311609 | Time: 6555.01 ms
[2022-03-23 19:18:13 main:574] : INFO : Epoch 1662 | loss: 0.0311561 | val_loss: 0.0311563 | Time: 6521.8 ms
[2022-03-23 19:18:19 main:574] : INFO : Epoch 1663 | loss: 0.0311583 | val_loss: 0.0311749 | Time: 6510.49 ms
[2022-03-23 19:18:26 main:574] : INFO : Epoch 1664 | loss: 0.0311646 | val_loss: 0.0311707 | Time: 6533.47 ms
[2022-03-23 19:18:33 main:574] : INFO : Epoch 1665 | loss: 0.0311627 | val_loss: 0.0311589 | Time: 6529.96 ms
[2022-03-23 19:18:39 main:574] : INFO : Epoch 1666 | loss: 0.0311615 | val_loss: 0.0311671 | Time: 6510.93 ms
[2022-03-23 19:18:46 main:574] : INFO : Epoch 1667 | loss: 0.0311562 | val_loss: 0.0311578 | Time: 6534.96 ms
[2022-03-23 19:18:52 main:574] : INFO : Epoch 1668 | loss: 0.031152 | val_loss: 0.0311624 | Time: 6534.05 ms
[2022-03-23 19:18:59 main:574] : INFO : Epoch 1669 | loss: 0.0311543 | val_loss: 0.0311611 | Time: 6510.46 ms
[2022-03-23 19:19:05 main:574] : INFO : Epoch 1670 | loss: 0.0311524 | val_loss: 0.0311586 | Time: 6549.08 ms
[2022-03-23 19:19:12 main:574] : INFO : Epoch 1671 | loss: 0.0311473 | val_loss: 0.0311578 | Time: 6536.06 ms
[2022-03-23 19:19:18 main:574] : INFO : Epoch 1672 | loss: 0.0311447 | val_loss: 0.0311544 | Time: 6515.43 ms
[2022-03-23 19:19:25 main:574] : INFO : Epoch 1673 | loss: 0.0311396 | val_loss: 0.031166 | Time: 6581.79 ms
[2022-03-23 19:19:31 main:574] : INFO : Epoch 1674 | loss: 0.0311474 | val_loss: 0.031198 | Time: 6525.26 ms
[2022-03-23 19:19:38 main:574] : INFO : Epoch 1675 | loss: 0.0311681 | val_loss: 0.0311699 | Time: 6527.48 ms
[2022-03-23 19:19:44 main:574] : INFO : Epoch 1676 | loss: 0.03115 | val_loss: 0.0311607 | Time: 6546.44 ms
[2022-03-23 19:19:51 main:574] : INFO : Epoch 1677 | loss: 0.0311421 | val_loss: 0.0311637 | Time: 6541.39 ms
[2022-03-23 19:19:58 main:574] : INFO : Epoch 1678 | loss: 0.0311366 | val_loss: 0.0311568 | Time: 6523.45 ms
[2022-03-23 19:20:04 main:574] : INFO : Epoch 1679 | loss: 0.0311366 | val_loss: 0.0311528 | Time: 6527.62 ms
[2022-03-23 19:20:11 main:574] : INFO : Epoch 1680 | loss: 0.0311305 | val_loss: 0.0311643 | Time: 6535.42 ms
[2022-03-23 19:20:17 main:574] : INFO : Epoch 1681 | loss: 0.0311293 | val_loss: 0.0311604 | Time: 6542.64 ms
[2022-03-23 19:20:24 main:574] : INFO : Epoch 1682 | loss: 0.0311289 | val_loss: 0.0311636 | Time: 6519.17 ms
[2022-03-23 19:20:30 main:574] : INFO : Epoch 1683 | loss: 0.0311292 | val_loss: 0.0311573 | Time: 6542.46 ms
[2022-03-23 19:20:37 main:574] : INFO : Epoch 1684 | loss: 0.0311287 | val_loss: 0.0311596 | Time: 6515.38 ms
[2022-03-23 19:20:43 main:574] : INFO : Epoch 1685 | loss: 0.0311269 | val_loss: 0.0311556 | Time: 6523.05 ms
[2022-03-23 19:20:50 main:574] : INFO : Epoch 1686 | loss: 0.0311263 | val_loss: 0.0311654 | Time: 6522.5 ms
[2022-03-23 19:20:56 main:574] : INFO : Epoch 1687 | loss: 0.0311225 | val_loss: 0.031161 | Time: 6598.82 ms
[2022-03-23 19:21:03 main:574] : INFO : Epoch 1688 | loss: 0.0311245 | val_loss: 0.0311597 | Time: 6543.19 ms
[2022-03-23 19:21:09 main:574] : INFO : Epoch 1689 | loss: 0.0311251 | val_loss: 0.0311672 | Time: 6535.8 ms
[2022-03-23 19:21:16 main:574] : INFO : Epoch 1690 | loss: 0.0311249 | val_loss: 0.0311593 | Time: 6528.24 ms
[2022-03-23 19:21:23 main:574] : INFO : Epoch 1691 | loss: 0.0311216 | val_loss: 0.0311571 | Time: 6536.33 ms
[2022-03-23 19:21:29 main:574] : INFO : Epoch 1692 | loss: 0.0311203 | val_loss: 0.0311603 | Time: 6508.06 ms
[2022-03-23 19:21:36 main:574] : INFO : Epoch 1693 | loss: 0.0311207 | val_loss: 0.0311581 | Time: 6530.69 ms
[2022-03-23 19:21:42 main:574] : INFO : Epoch 1694 | loss: 0.0311165 | val_loss: 0.0311668 | Time: 6556.4 ms
[2022-03-23 19:21:49 main:574] : INFO : Epoch 1695 | loss: 0.0311166 | val_loss: 0.0311642 | Time: 6528.5 ms
[2022-03-23 19:21:55 main:574] : INFO : Epoch 1696 | loss: 0.031115 | val_loss: 0.0311637 | Time: 6514.09 ms
[2022-03-23 19:22:02 main:574] : INFO : Epoch 1697 | loss: 0.0311145 | val_loss: 0.0311593 | Time: 6524.77 ms
[2022-03-23 19:22:08 main:574] : INFO : Epoch 1698 | loss: 0.0311196 | val_loss: 0.0311624 | Time: 6533.93 ms
[2022-03-23 19:22:15 main:574] : INFO : Epoch 1699 | loss: 0.031129 | val_loss: 0.0311684 | Time: 6511.53 ms
[2022-03-23 19:22:21 main:574] : INFO : Epoch 1700 | loss: 0.0311232 | val_loss: 0.031156 | Time: 6545.43 ms
[2022-03-23 19:22:28 main:574] : INFO : Epoch 1701 | loss: 0.0311199 | val_loss: 0.0311577 | Time: 6532.94 ms
[2022-03-23 19:22:34 main:574] : INFO : Epoch 1702 | loss: 0.0311153 | val_loss: 0.0311602 | Time: 6532.64 ms
[2022-03-23 19:22:41 main:574] : INFO : Epoch 1703 | loss: 0.0311154 | val_loss: 0.031167 | Time: 6574.51 ms
[2022-03-23 19:22:48 main:574] : INFO : Epoch 1704 | loss: 0.0311168 | val_loss: 0.0311612 | Time: 6532.64 ms
[2022-03-23 19:22:54 main:574] : INFO : Epoch 1705 | loss: 0.0311146 | val_loss: 0.0311603 | Time: 6518.9 ms
[2022-03-23 19:23:01 main:574] : INFO : Epoch 1706 | loss: 0.0311145 | val_loss: 0.0311572 | Time: 6528.82 ms
[2022-03-23 19:23:07 main:574] : INFO : Epoch 1707 | loss: 0.0311162 | val_loss: 0.0311565 | Time: 6534.97 ms
[2022-03-23 19:23:14 main:574] : INFO : Epoch 1708 | loss: 0.0311182 | val_loss: 0.0311574 | Time: 6545.68 ms
[2022-03-23 19:23:20 main:574] : INFO : Epoch 1709 | loss: 0.0311147 | val_loss: 0.0311632 | Time: 6526.14 ms
[2022-03-23 19:23:27 main:574] : INFO : Epoch 1710 | loss: 0.0311148 | val_loss: 0.0311636 | Time: 6527.16 ms
[2022-03-23 19:23:33 main:574] : INFO : Epoch 1711 | loss: 0.0311121 | val_loss: 0.0311633 | Time: 6533.23 ms
[2022-03-23 19:23:40 main:574] : INFO : Epoch 1712 | loss: 0.031115 | val_loss: 0.0311556 | Time: 6529.95 ms
[2022-03-23 19:23:46 main:574] : INFO : Epoch 1713 | loss: 0.0311167 | val_loss: 0.0311597 | Time: 6531.58 ms
[2022-03-23 19:23:53 main:574] : INFO : Epoch 1714 | loss: 0.0311133 | val_loss: 0.0311603 | Time: 6531.35 ms
[2022-03-23 19:23:59 main:574] : INFO : Epoch 1715 | loss: 0.0311118 | val_loss: 0.031164 | Time: 6527.96 ms
[2022-03-23 19:24:06 main:574] : INFO : Epoch 1716 | loss: 0.0311125 | val_loss: 0.031161 | Time: 6517.77 ms
[2022-03-23 19:24:13 main:574] : INFO : Epoch 1717 | loss: 0.0311135 | val_loss: 0.0311614 | Time: 6657.37 ms
[2022-03-23 19:24:19 main:574] : INFO : Epoch 1718 | loss: 0.0311128 | val_loss: 0.0311616 | Time: 6523.29 ms
[2022-03-23 19:24:26 main:574] : INFO : Epoch 1719 | loss: 0.0311122 | val_loss: 0.0311679 | Time: 6526.91 ms
[2022-03-23 19:24:32 main:574] : INFO : Epoch 1720 | loss: 0.031113 | val_loss: 0.031161 | Time: 6534.04 ms
[2022-03-23 19:24:39 main:574] : INFO : Epoch 1721 | loss: 0.0311161 | val_loss: 0.0311681 | Time: 6539.95 ms
[2022-03-23 19:24:45 main:574] : INFO : Epoch 1722 | loss: 0.0311148 | val_loss: 0.0311613 | Time: 6514.08 ms
[2022-03-23 19:24:52 main:574] : INFO : Epoch 1723 | loss: 0.0311105 | val_loss: 0.0311612 | Time: 6536.45 ms
[2022-03-23 19:24:58 main:574] : INFO : Epoch 1724 | loss: 0.0311183 | val_loss: 0.0311687 | Time: 6524.79 ms
[2022-03-23 19:25:05 main:574] : INFO : Epoch 1725 | loss: 0.0311137 | val_loss: 0.0311662 | Time: 6519.76 ms
[2022-03-23 19:25:11 main:574] : INFO : Epoch 1726 | loss: 0.0311178 | val_loss: 0.031162 | Time: 6530.26 ms
[2022-03-23 19:25:18 main:574] : INFO : Epoch 1727 | loss: 0.0311158 | val_loss: 0.0311565 | Time: 6536.84 ms
[2022-03-23 19:25:24 main:574] : INFO : Epoch 1728 | loss: 0.031114 | val_loss: 0.0311599 | Time: 6518.5 ms
[2022-03-23 19:25:31 main:574] : INFO : Epoch 1729 | loss: 0.0311107 | val_loss: 0.0311653 | Time: 6524.41 ms
[2022-03-23 19:25:38 main:574] : INFO : Epoch 1730 | loss: 0.0311146 | val_loss: 0.031161 | Time: 6539.23 ms
[2022-03-23 19:25:44 main:574] : INFO : Epoch 1731 | loss: 0.0311098 | val_loss: 0.0311611 | Time: 6527.41 ms
[2022-03-23 19:25:51 main:574] : INFO : Epoch 1732 | loss: 0.0311139 | val_loss: 0.0311715 | Time: 6516.54 ms
[2022-03-23 19:25:57 main:574] : INFO : Epoch 1733 | loss: 0.0311174 | val_loss: 0.0311682 | Time: 6750.39 ms
[2022-03-23 19:26:04 main:574] : INFO : Epoch 1734 | loss: 0.0311141 | val_loss: 0.0311561 | Time: 6549.32 ms
[2022-03-23 19:26:10 main:574] : INFO : Epoch 1735 | loss: 0.0311182 | val_loss: 0.0311567 | Time: 6504.44 ms
[2022-03-23 19:26:17 main:574] : INFO : Epoch 1736 | loss: 0.0311209 | val_loss: 0.0311626 | Time: 6530.31 ms
[2022-03-23 19:26:23 main:574] : INFO : Epoch 1737 | loss: 0.0311183 | val_loss: 0.0311596 | Time: 6524.29 ms
[2022-03-23 19:26:30 main:574] : INFO : Epoch 1738 | loss: 0.0311168 | val_loss: 0.0311622 | Time: 6534.96 ms
[2022-03-23 19:26:37 main:574] : INFO : Epoch 1739 | loss: 0.0311177 | val_loss: 0.0311631 | Time: 6689.27 ms
[2022-03-23 19:26:43 main:574] : INFO : Epoch 1740 | loss: 0.0311153 | val_loss: 0.0311616 | Time: 6537.78 ms
[2022-03-23 19:26:50 main:574] : INFO : Epoch 1741 | loss: 0.0311113 | val_loss: 0.031166 | Time: 6521.53 ms
[2022-03-23 19:26:56 main:574] : INFO : Epoch 1742 | loss: 0.0311085 | val_loss: 0.0311723 | Time: 6509.39 ms
[2022-03-23 19:27:03 main:574] : INFO : Epoch 1743 | loss: 0.0311091 | val_loss: 0.031161 | Time: 6528.4 ms
[2022-03-23 19:27:09 main:574] : INFO : Epoch 1744 | loss: 0.0311126 | val_loss: 0.0311691 | Time: 6528 ms
[2022-03-23 19:27:16 main:574] : INFO : Epoch 1745 | loss: 0.0311157 | val_loss: 0.0311709 | Time: 6516.35 ms
[2022-03-23 19:27:22 main:574] : INFO : Epoch 1746 | loss: 0.0311098 | val_loss: 0.0311693 | Time: 6539.63 ms
[2022-03-23 19:27:29 main:574] : INFO : Epoch 1747 | loss: 0.0311089 | val_loss: 0.0311666 | Time: 6527.32 ms
[2022-03-23 19:27:35 main:574] : INFO : Epoch 1748 | loss: 0.0311157 | val_loss: 0.0311653 | Time: 6508.35 ms
[2022-03-23 19:27:42 main:574] : INFO : Epoch 1749 | loss: 0.0311163 | val_loss: 0.0311662 | Time: 6544.54 ms
[2022-03-23 19:27:49 main:574] : INFO : Epoch 1750 | loss: 0.0311134 | val_loss: 0.0311634 | Time: 6545.22 ms
[2022-03-23 19:27:55 main:574] : INFO : Epoch 1751 | loss: 0.0311157 | val_loss: 0.0311641 | Time: 6525.29 ms
[2022-03-23 19:28:02 main:574] : INFO : Epoch 1752 | loss: 0.0311145 | val_loss: 0.0311681 | Time: 6512.55 ms
[2022-03-23 19:28:08 main:574] : INFO : Epoch 1753 | loss: 0.0311128 | val_loss: 0.0311659 | Time: 6558.86 ms
[2022-03-23 19:28:15 main:574] : INFO : Epoch 1754 | loss: 0.0311111 | val_loss: 0.0311668 | Time: 6537.77 ms
[2022-03-23 19:28:21 main:574] : INFO : Epoch 1755 | loss: 0.0311126 | val_loss: 0.0311689 | Time: 6505.71 ms
[2022-03-23 19:28:28 main:574] : INFO : Epoch 1756 | loss: 0.0311157 | val_loss: 0.0311613 | Time: 6637.62 ms
[2022-03-23 19:28:34 main:574] : INFO : Epoch 1757 | loss: 0.0311143 | val_loss: 0.0311662 | Time: 6529.74 ms
[2022-03-23 19:28:41 main:574] : INFO : Epoch 1758 | loss: 0.0311145 | val_loss: 0.0311626 | Time: 6524.45 ms
[2022-03-23 19:28:47 main:574] : INFO : Epoch 1759 | loss: 0.0311133 | val_loss: 0.0311614 | Time: 6528.29 ms
[2022-03-23 19:28:54 main:574] : INFO : Epoch 1760 | loss: 0.0311131 | val_loss: 0.0311662 | Time: 6527.04 ms
[2022-03-23 19:29:01 main:574] : INFO : Epoch 1761 | loss: 0.0311082 | val_loss: 0.0311664 | Time: 6521.08 ms
[2022-03-23 19:29:07 main:574] : INFO : Epoch 1762 | loss: 0.0311076 | val_loss: 0.0311668 | Time: 6542.52 ms
[2022-03-23 19:29:14 main:574] : INFO : Epoch 1763 | loss: 0.0311091 | val_loss: 0.0311684 | Time: 6520.35 ms
[2022-03-23 19:29:20 main:574] : INFO : Epoch 1764 | loss: 0.0311089 | val_loss: 0.0311637 | Time: 6541.86 ms
[2022-03-23 19:29:27 main:574] : INFO : Epoch 1765 | loss: 0.0311083 | val_loss: 0.0311653 | Time: 6504.44 ms
[2022-03-23 19:29:33 main:574] : INFO : Epoch 1766 | loss: 0.031106 | val_loss: 0.0311721 | Time: 6522.25 ms
[2022-03-23 19:29:40 main:574] : INFO : Epoch 1767 | loss: 0.0311077 | val_loss: 0.0311712 | Time: 6524.21 ms
[2022-03-23 19:29:46 main:574] : INFO : Epoch 1768 | loss: 0.0311097 | val_loss: 0.031163 | Time: 6514.44 ms
[2022-03-23 19:29:53 main:574] : INFO : Epoch 1769 | loss: 0.0311178 | val_loss: 0.0311685 | Time: 6525.46 ms
[2022-03-23 19:29:59 main:574] : INFO : Epoch 1770 | loss: 0.0311171 | val_loss: 0.031164 | Time: 6543.11 ms
[2022-03-23 19:30:06 main:574] : INFO : Epoch 1771 | loss: 0.0311185 | val_loss: 0.0311659 | Time: 6643.52 ms
[2022-03-23 19:30:13 main:574] : INFO : Epoch 1772 | loss: 0.031116 | val_loss: 0.031175 | Time: 6520.39 ms
[2022-03-23 19:30:19 main:574] : INFO : Epoch 1773 | loss: 0.0311141 | val_loss: 0.0311611 | Time: 6527.05 ms
[2022-03-23 19:30:26 main:574] : INFO : Epoch 1774 | loss: 0.0311097 | val_loss: 0.0311686 | Time: 6534.06 ms
[2022-03-23 19:30:32 main:574] : INFO : Epoch 1775 | loss: 0.0311098 | val_loss: 0.0311641 | Time: 6534.47 ms
[2022-03-23 19:30:39 main:574] : INFO : Epoch 1776 | loss: 0.031109 | val_loss: 0.0311633 | Time: 6548.94 ms
[2022-03-23 19:30:45 main:574] : INFO : Epoch 1777 | loss: 0.0311078 | val_loss: 0.0311645 | Time: 6526.01 ms
[2022-03-23 19:30:52 main:574] : INFO : Epoch 1778 | loss: 0.0311062 | val_loss: 0.0311662 | Time: 6531.81 ms
[2022-03-23 19:30:58 main:574] : INFO : Epoch 1779 | loss: 0.0311092 | val_loss: 0.0311746 | Time: 6640.63 ms
[2022-03-23 19:31:05 main:574] : INFO : Epoch 1780 | loss: 0.0311076 | val_loss: 0.0311701 | Time: 6535.57 ms
[2022-03-23 19:31:11 main:574] : INFO : Epoch 1781 | loss: 0.0311049 | val_loss: 0.0311648 | Time: 6518.71 ms
[2022-03-23 19:31:18 main:574] : INFO : Epoch 1782 | loss: 0.031105 | val_loss: 0.0311626 | Time: 6536.09 ms
[2022-03-23 19:31:25 main:574] : INFO : Epoch 1783 | loss: 0.0311087 | val_loss: 0.031172 | Time: 6524.69 ms
[2022-03-23 19:31:31 main:574] : INFO : Epoch 1784 | loss: 0.0311082 | val_loss: 0.0311648 | Time: 6514.7 ms
[2022-03-23 19:31:38 main:574] : INFO : Epoch 1785 | loss: 0.0311051 | val_loss: 0.0311604 | Time: 6527.85 ms
[2022-03-23 19:31:44 main:574] : INFO : Epoch 1786 | loss: 0.0311051 | val_loss: 0.0311624 | Time: 6527.61 ms
[2022-03-23 19:31:51 main:574] : INFO : Epoch 1787 | loss: 0.0311081 | val_loss: 0.0311653 | Time: 6537.48 ms
[2022-03-23 19:31:57 main:574] : INFO : Epoch 1788 | loss: 0.0311102 | val_loss: 0.03118 | Time: 6507.68 ms
[2022-03-23 19:32:04 main:574] : INFO : Epoch 1789 | loss: 0.0311085 | val_loss: 0.0311663 | Time: 6534.09 ms
[2022-03-23 19:32:10 main:574] : INFO : Epoch 1790 | loss: 0.0311085 | val_loss: 0.031161 | Time: 6546.97 ms
[2022-03-23 19:32:17 main:574] : INFO : Epoch 1791 | loss: 0.031108 | val_loss: 0.0311699 | Time: 6506.11 ms
[2022-03-23 19:32:23 main:574] : INFO : Epoch 1792 | loss: 0.0311068 | val_loss: 0.0311636 | Time: 6525.87 ms
[2022-03-23 19:32:30 main:574] : INFO : Epoch 1793 | loss: 0.0311101 | val_loss: 0.0311631 | Time: 6532.02 ms
[2022-03-23 19:32:36 main:574] : INFO : Epoch 1794 | loss: 0.0311076 | val_loss: 0.0311726 | Time: 6540.76 ms
[2022-03-23 19:32:43 main:574] : INFO : Epoch 1795 | loss: 0.0311053 | val_loss: 0.0311721 | Time: 6523.06 ms
[2022-03-23 19:32:49 main:574] : INFO : Epoch 1796 | loss: 0.0311115 | val_loss: 0.031173 | Time: 6534.65 ms
[2022-03-23 19:32:56 main:574] : INFO : Epoch 1797 | loss: 0.0311082 | val_loss: 0.0311669 | Time: 6525.66 ms
[2022-03-23 19:33:03 main:574] : INFO : Epoch 1798 | loss: 0.0311073 | val_loss: 0.0311691 | Time: 6517.46 ms
[2022-03-23 19:33:09 main:574] : INFO : Epoch 1799 | loss: 0.0311128 | val_loss: 0.0311723 | Time: 6528.91 ms
[2022-03-23 19:33:16 main:574] : INFO : Epoch 1800 | loss: 0.0311085 | val_loss: 0.0311683 | Time: 6880.01 ms
[2022-03-23 19:33:34 main:574] : INFO : Epoch 1801 | loss: 0.031103 | val_loss: 0.0311677 | Time: 17658.8 ms
[2022-03-23 19:33:40 main:574] : INFO : Epoch 1802 | loss: 0.0311014 | val_loss: 0.0311666 | Time: 6543.55 ms
[2022-03-23 19:33:47 main:574] : INFO : Epoch 1803 | loss: 0.0311003 | val_loss: 0.0311776 | Time: 6521.95 ms
[2022-03-23 19:33:53 main:574] : INFO : Epoch 1804 | loss: 0.0310997 | val_loss: 0.0311691 | Time: 6519.88 ms
[2022-03-23 19:34:00 main:574] : INFO : Epoch 1805 | loss: 0.0311042 | val_loss: 0.0311682 | Time: 6557.42 ms
[2022-03-23 19:34:06 main:574] : INFO : Epoch 1806 | loss: 0.0311059 | val_loss: 0.0311693 | Time: 6534.11 ms
[2022-03-23 19:34:13 main:574] : INFO : Epoch 1807 | loss: 0.031118 | val_loss: 0.031167 | Time: 6513.98 ms
[2022-03-23 19:34:19 main:574] : INFO : Epoch 1808 | loss: 0.0311178 | val_loss: 0.0311533 | Time: 6540.94 ms
[2022-03-23 19:34:26 main:574] : INFO : Epoch 1809 | loss: 0.031115 | val_loss: 0.0311653 | Time: 6527.71 ms
[2022-03-23 19:34:32 main:574] : INFO : Epoch 1810 | loss: 0.0311357 | val_loss: 0.0311813 | Time: 6519.19 ms
[2022-03-23 19:34:39 main:574] : INFO : Epoch 1811 | loss: 0.0311364 | val_loss: 0.0311622 | Time: 6541.93 ms
[2022-03-23 19:34:45 main:574] : INFO : Epoch 1812 | loss: 0.031132 | val_loss: 0.0311636 | Time: 6522 ms
[2022-03-23 19:34:52 main:574] : INFO : Epoch 1813 | loss: 0.0311247 | val_loss: 0.0311627 | Time: 6517.98 ms
[2022-03-23 19:34:59 main:574] : INFO : Epoch 1814 | loss: 0.0311201 | val_loss: 0.0311675 | Time: 6515.08 ms
[2022-03-23 19:35:05 main:574] : INFO : Epoch 1815 | loss: 0.0311162 | val_loss: 0.031163 | Time: 6526.92 ms
[2022-03-23 19:35:12 main:574] : INFO : Epoch 1816 | loss: 0.0311126 | val_loss: 0.0311699 | Time: 6528.77 ms
[2022-03-23 19:35:18 main:574] : INFO : Epoch 1817 | loss: 0.0311146 | val_loss: 0.0311661 | Time: 6519.86 ms
[2022-03-23 19:35:25 main:574] : INFO : Epoch 1818 | loss: 0.0311107 | val_loss: 0.0311671 | Time: 6532.43 ms
[2022-03-23 19:35:31 main:574] : INFO : Epoch 1819 | loss: 0.0311143 | val_loss: 0.0311727 | Time: 6530.78 ms
[2022-03-23 19:35:38 main:574] : INFO : Epoch 1820 | loss: 0.0311092 | val_loss: 0.0311691 | Time: 6508.2 ms
[2022-03-23 19:35:44 main:574] : INFO : Epoch 1821 | loss: 0.0311069 | val_loss: 0.0311697 | Time: 6531.62 ms
[2022-03-23 19:35:51 main:574] : INFO : Epoch 1822 | loss: 0.0311071 | val_loss: 0.0311693 | Time: 6528.29 ms
[2022-03-23 19:35:57 main:574] : INFO : Epoch 1823 | loss: 0.031108 | val_loss: 0.0311695 | Time: 6650.41 ms
[2022-03-23 19:36:04 main:574] : INFO : Epoch 1824 | loss: 0.0311048 | val_loss: 0.0311674 | Time: 6527.1 ms
[2022-03-23 19:36:11 main:574] : INFO : Epoch 1825 | loss: 0.0311034 | val_loss: 0.0311599 | Time: 6522.76 ms
[2022-03-23 19:36:17 main:574] : INFO : Epoch 1826 | loss: 0.0311065 | val_loss: 0.0311712 | Time: 6527.96 ms
[2022-03-23 19:36:24 main:574] : INFO : Epoch 1827 | loss: 0.0311055 | val_loss: 0.0311707 | Time: 6546.49 ms
[2022-03-23 19:36:30 main:574] : INFO : Epoch 1828 | loss: 0.0311068 | val_loss: 0.0311668 | Time: 6533.05 ms
[2022-03-23 19:36:37 main:574] : INFO : Epoch 1829 | loss: 0.0311046 | val_loss: 0.0311675 | Time: 6569.01 ms
[2022-03-23 19:36:43 main:574] : INFO : Epoch 1830 | loss: 0.0311058 | val_loss: 0.0311714 | Time: 6508.23 ms
[2022-03-23 19:36:50 main:574] : INFO : Epoch 1831 | loss: 0.0311036 | val_loss: 0.0311644 | Time: 6546.5 ms
[2022-03-23 19:36:56 main:574] : INFO : Epoch 1832 | loss: 0.031103 | val_loss: 0.031169 | Time: 6530.29 ms
[2022-03-23 19:37:03 main:574] : INFO : Epoch 1833 | loss: 0.0311036 | val_loss: 0.0311687 | Time: 6513.44 ms
[2022-03-23 19:37:09 main:574] : INFO : Epoch 1834 | loss: 0.031106 | val_loss: 0.0311727 | Time: 6526.79 ms
[2022-03-23 19:37:16 main:574] : INFO : Epoch 1835 | loss: 0.0311032 | val_loss: 0.0311692 | Time: 6533.45 ms
[2022-03-23 19:37:22 main:574] : INFO : Epoch 1836 | loss: 0.0311066 | val_loss: 0.0311732 | Time: 6531.47 ms
[2022-03-23 19:37:29 main:574] : INFO : Epoch 1837 | loss: 0.0311043 | val_loss: 0.0311709 | Time: 6517.74 ms
[2022-03-23 19:37:36 main:574] : INFO : Epoch 1838 | loss: 0.0311031 | val_loss: 0.0311715 | Time: 6542.84 ms
[2022-03-23 19:37:42 main:574] : INFO : Epoch 1839 | loss: 0.0311023 | val_loss: 0.0311722 | Time: 6538.69 ms
[2022-03-23 19:37:49 main:574] : INFO : Epoch 1840 | loss: 0.0311035 | val_loss: 0.0311675 | Time: 6503.96 ms
[2022-03-23 19:37:55 main:574] : INFO : Epoch 1841 | loss: 0.0311072 | val_loss: 0.0311707 | Time: 6533.87 ms
[2022-03-23 19:38:02 main:574] : INFO : Epoch 1842 | loss: 0.031116 | val_loss: 0.0311657 | Time: 6537.72 ms
[2022-03-23 19:38:08 main:574] : INFO : Epoch 1843 | loss: 0.0311102 | val_loss: 0.0311662 | Time: 6511.97 ms
[2022-03-23 19:38:15 main:574] : INFO : Epoch 1844 | loss: 0.031108 | val_loss: 0.0311621 | Time: 6522.9 ms
[2022-03-23 19:38:21 main:574] : INFO : Epoch 1845 | loss: 0.0311065 | val_loss: 0.0311625 | Time: 6520.96 ms
[2022-03-23 19:38:28 main:574] : INFO : Epoch 1846 | loss: 0.0311066 | val_loss: 0.031162 | Time: 6519.38 ms
[2022-03-23 19:38:34 main:574] : INFO : Epoch 1847 | loss: 0.0311048 | val_loss: 0.031184 | Time: 6540.99 ms
[2022-03-23 19:38:41 main:574] : INFO : Epoch 1848 | loss: 0.03111 | val_loss: 0.0311755 | Time: 6572.1 ms
[2022-03-23 19:38:47 main:574] : INFO : Epoch 1849 | loss: 0.0311064 | val_loss: 0.0311675 | Time: 6545.99 ms
[2022-03-23 19:38:54 main:574] : INFO : Epoch 1850 | loss: 0.0311041 | val_loss: 0.0311655 | Time: 6516.11 ms
[2022-03-23 19:39:00 main:574] : INFO : Epoch 1851 | loss: 0.0311092 | val_loss: 0.0311844 | Time: 6530.43 ms
[2022-03-23 19:39:07 main:574] : INFO : Epoch 1852 | loss: 0.0311079 | val_loss: 0.0311634 | Time: 6531.97 ms
[2022-03-23 19:39:14 main:574] : INFO : Epoch 1853 | loss: 0.0311103 | val_loss: 0.0311656 | Time: 6514.15 ms
[2022-03-23 19:39:20 main:574] : INFO : Epoch 1854 | loss: 0.0311074 | val_loss: 0.0311715 | Time: 6528.37 ms
[2022-03-23 19:39:27 main:574] : INFO : Epoch 1855 | loss: 0.0311033 | val_loss: 0.0311703 | Time: 6520.22 ms
[2022-03-23 19:39:33 main:574] : INFO : Epoch 1856 | loss: 0.0311032 | val_loss: 0.0311764 | Time: 6531.95 ms
[2022-03-23 19:39:40 main:574] : INFO : Epoch 1857 | loss: 0.0311073 | val_loss: 0.0311621 | Time: 6521.31 ms
[2022-03-23 19:39:46 main:574] : INFO : Epoch 1858 | loss: 0.0311103 | val_loss: 0.0311632 | Time: 6528.25 ms
[2022-03-23 19:39:53 main:574] : INFO : Epoch 1859 | loss: 0.0311064 | val_loss: 0.0311657 | Time: 6524.67 ms
[2022-03-23 19:39:59 main:574] : INFO : Epoch 1860 | loss: 0.0311037 | val_loss: 0.0311622 | Time: 6517.96 ms
[2022-03-23 19:40:06 main:574] : INFO : Epoch 1861 | loss: 0.0311016 | val_loss: 0.0311717 | Time: 6530.64 ms
[2022-03-23 19:40:12 main:574] : INFO : Epoch 1862 | loss: 0.0311008 | val_loss: 0.031166 | Time: 6546.79 ms
[2022-03-23 19:40:19 main:574] : INFO : Epoch 1863 | loss: 0.0310995 | val_loss: 0.0311773 | Time: 6503.95 ms
[2022-03-23 19:40:25 main:574] : INFO : Epoch 1864 | loss: 0.0310997 | val_loss: 0.0311606 | Time: 6531.62 ms
[2022-03-23 19:40:32 main:574] : INFO : Epoch 1865 | loss: 0.0311007 | val_loss: 0.0311687 | Time: 6520.81 ms
[2022-03-23 19:40:38 main:574] : INFO : Epoch 1866 | loss: 0.0310994 | val_loss: 0.0311684 | Time: 6512.64 ms
[2022-03-23 19:40:45 main:574] : INFO : Epoch 1867 | loss: 0.0311141 | val_loss: 0.0311567 | Time: 6537.76 ms
[2022-03-23 19:40:51 main:574] : INFO : Epoch 1868 | loss: 0.0311152 | val_loss: 0.0311729 | Time: 6532.68 ms
[2022-03-23 19:40:58 main:574] : INFO : Epoch 1869 | loss: 0.0311145 | val_loss: 0.0311594 | Time: 6630.11 ms
[2022-03-23 19:41:05 main:574] : INFO : Epoch 1870 | loss: 0.0311083 | val_loss: 0.0311668 | Time: 6535.21 ms
[2022-03-23 19:41:11 main:574] : INFO : Epoch 1871 | loss: 0.0311056 | val_loss: 0.0311797 | Time: 6540.63 ms
[2022-03-23 19:41:18 main:574] : INFO : Epoch 1872 | loss: 0.0311041 | val_loss: 0.0311649 | Time: 6531.49 ms
[2022-03-23 19:41:24 main:574] : INFO : Epoch 1873 | loss: 0.0311033 | val_loss: 0.0311696 | Time: 6528.03 ms
[2022-03-23 19:41:31 main:574] : INFO : Epoch 1874 | loss: 0.0311115 | val_loss: 0.0311634 | Time: 6537.9 ms
[2022-03-23 19:41:37 main:574] : INFO : Epoch 1875 | loss: 0.03111 | val_loss: 0.0311688 | Time: 6575.47 ms
[2022-03-23 19:41:44 main:574] : INFO : Epoch 1876 | loss: 0.0311045 | val_loss: 0.0311722 | Time: 6531.1 ms
[2022-03-23 19:41:50 main:574] : INFO : Epoch 1877 | loss: 0.0311018 | val_loss: 0.0311638 | Time: 6519.43 ms
[2022-03-23 19:41:57 main:574] : INFO : Epoch 1878 | loss: 0.031102 | val_loss: 0.0311651 | Time: 6546.05 ms
[2022-03-23 19:42:04 main:574] : INFO : Epoch 1879 | loss: 0.0311028 | val_loss: 0.0311688 | Time: 6525.04 ms
[2022-03-23 19:42:10 main:574] : INFO : Epoch 1880 | loss: 0.0311043 | val_loss: 0.0311611 | Time: 6517.08 ms
[2022-03-23 19:42:17 main:574] : INFO : Epoch 1881 | loss: 0.0311024 | val_loss: 0.0311715 | Time: 6524.67 ms
[2022-03-23 19:42:23 main:574] : INFO : Epoch 1882 | loss: 0.0311016 | val_loss: 0.0311648 | Time: 6529.31 ms
[2022-03-23 19:42:30 main:574] : INFO : Epoch 1883 | loss: 0.0311068 | val_loss: 0.0311738 | Time: 6532.86 ms
[2022-03-23 19:42:36 main:574] : INFO : Epoch 1884 | loss: 0.0311048 | val_loss: 0.0311823 | Time: 6528.22 ms
[2022-03-23 19:42:43 main:574] : INFO : Epoch 1885 | loss: 0.0311022 | val_loss: 0.0311679 | Time: 6527.71 ms
[2022-03-23 19:42:49 main:574] : INFO : Epoch 1886 | loss: 0.0311002 | val_loss: 0.0311713 | Time: 6522.85 ms
[2022-03-23 19:42:56 main:574] : INFO : Epoch 1887 | loss: 0.0310993 | val_loss: 0.0311644 | Time: 6545.99 ms
[2022-03-23 19:43:02 main:574] : INFO : Epoch 1888 | loss: 0.0310999 | val_loss: 0.0311772 | Time: 6556.7 ms
[2022-03-23 19:43:09 main:574] : INFO : Epoch 1889 | loss: 0.0310983 | val_loss: 0.0311734 | Time: 6520.1 ms
[2022-03-23 19:43:15 main:574] : INFO : Epoch 1890 | loss: 0.0310995 | val_loss: 0.0311651 | Time: 6532.49 ms
[2022-03-23 19:43:22 main:574] : INFO : Epoch 1891 | loss: 0.0310967 | val_loss: 0.0311649 | Time: 6533.5 ms
[2022-03-23 19:43:28 main:574] : INFO : Epoch 1892 | loss: 0.0310966 | val_loss: 0.0311872 | Time: 6530.67 ms
[2022-03-23 19:43:35 main:574] : INFO : Epoch 1893 | loss: 0.0310988 | val_loss: 0.0311686 | Time: 6519.69 ms
[2022-03-23 19:43:42 main:574] : INFO : Epoch 1894 | loss: 0.0310985 | val_loss: 0.0311676 | Time: 6535.68 ms
[2022-03-23 19:43:48 main:574] : INFO : Epoch 1895 | loss: 0.0310971 | val_loss: 0.0311738 | Time: 6547.55 ms
[2022-03-23 19:43:55 main:574] : INFO : Epoch 1896 | loss: 0.0310984 | val_loss: 0.0311697 | Time: 6516.18 ms
[2022-03-23 19:44:01 main:574] : INFO : Epoch 1897 | loss: 0.0310994 | val_loss: 0.0311699 | Time: 6526.23 ms
[2022-03-23 19:44:08 main:574] : INFO : Epoch 1898 | loss: 0.0310981 | val_loss: 0.0311826 | Time: 6528.43 ms
[2022-03-23 19:44:14 main:574] : INFO : Epoch 1899 | loss: 0.0311036 | val_loss: 0.0311745 | Time: 6526.23 ms
[2022-03-23 19:44:21 main:574] : INFO : Epoch 1900 | loss: 0.0311026 | val_loss: 0.031175 | Time: 6529.13 ms
[2022-03-23 19:44:27 main:574] : INFO : Epoch 1901 | loss: 0.0311006 | val_loss: 0.0311749 | Time: 6533.23 ms
[2022-03-23 19:44:34 main:574] : INFO : Epoch 1902 | loss: 0.0311056 | val_loss: 0.0311854 | Time: 6522.55 ms
[2022-03-23 19:44:40 main:574] : INFO : Epoch 1903 | loss: 0.0310966 | val_loss: 0.031173 | Time: 6508.35 ms
[2022-03-23 19:44:47 main:574] : INFO : Epoch 1904 | loss: 0.0310954 | val_loss: 0.0311718 | Time: 6533.85 ms
[2022-03-23 19:44:53 main:574] : INFO : Epoch 1905 | loss: 0.0310943 | val_loss: 0.0311801 | Time: 6532.25 ms
[2022-03-23 19:45:00 main:574] : INFO : Epoch 1906 | loss: 0.0310939 | val_loss: 0.0311865 | Time: 6524.45 ms
[2022-03-23 19:45:07 main:574] : INFO : Epoch 1907 | loss: 0.0310972 | val_loss: 0.0311661 | Time: 6535.55 ms
[2022-03-23 19:45:13 main:574] : INFO : Epoch 1908 | loss: 0.031103 | val_loss: 0.0311733 | Time: 6521.19 ms
[2022-03-23 19:45:20 main:574] : INFO : Epoch 1909 | loss: 0.0310978 | val_loss: 0.031165 | Time: 6514.18 ms
[2022-03-23 19:45:26 main:574] : INFO : Epoch 1910 | loss: 0.0310987 | val_loss: 0.0311708 | Time: 6525.03 ms
[2022-03-23 19:45:33 main:574] : INFO : Epoch 1911 | loss: 0.0311007 | val_loss: 0.031171 | Time: 6530.69 ms
[2022-03-23 19:45:39 main:574] : INFO : Epoch 1912 | loss: 0.0310964 | val_loss: 0.0311753 | Time: 6523.43 ms
[2022-03-23 19:45:46 main:574] : INFO : Epoch 1913 | loss: 0.0311152 | val_loss: 0.0311589 | Time: 6508.81 ms
[2022-03-23 19:45:52 main:574] : INFO : Epoch 1914 | loss: 0.0311189 | val_loss: 0.0311569 | Time: 6534.35 ms
[2022-03-23 19:45:59 main:574] : INFO : Epoch 1915 | loss: 0.0311146 | val_loss: 0.0311633 | Time: 6655.88 ms
[2022-03-23 19:46:05 main:574] : INFO : Epoch 1916 | loss: 0.0311091 | val_loss: 0.0311712 | Time: 6514.02 ms
[2022-03-23 19:46:13 main:574] : INFO : Epoch 1917 | loss: 0.031109 | val_loss: 0.0311593 | Time: 7234.25 ms
[2022-03-23 19:46:19 main:574] : INFO : Epoch 1918 | loss: 0.0311087 | val_loss: 0.0311708 | Time: 6540.16 ms
[2022-03-23 19:46:26 main:574] : INFO : Epoch 1919 | loss: 0.0311043 | val_loss: 0.0311621 | Time: 6510.73 ms
[2022-03-23 19:46:32 main:574] : INFO : Epoch 1920 | loss: 0.0311045 | val_loss: 0.0311692 | Time: 6534.99 ms
[2022-03-23 19:46:39 main:574] : INFO : Epoch 1921 | loss: 0.0311021 | val_loss: 0.0311639 | Time: 6525.39 ms
[2022-03-23 19:46:45 main:574] : INFO : Epoch 1922 | loss: 0.0311039 | val_loss: 0.0311766 | Time: 6508.72 ms
[2022-03-23 19:46:52 main:574] : INFO : Epoch 1923 | loss: 0.031105 | val_loss: 0.031165 | Time: 6526.62 ms
[2022-03-23 19:46:58 main:574] : INFO : Epoch 1924 | loss: 0.0311035 | val_loss: 0.031174 | Time: 6556.56 ms
[2022-03-23 19:47:05 main:574] : INFO : Epoch 1925 | loss: 0.0311023 | val_loss: 0.0311717 | Time: 6521.35 ms
[2022-03-23 19:47:11 main:574] : INFO : Epoch 1926 | loss: 0.0311057 | val_loss: 0.0311721 | Time: 6537.22 ms
[2022-03-23 19:47:18 main:574] : INFO : Epoch 1927 | loss: 0.0311087 | val_loss: 0.0311746 | Time: 6535.93 ms
[2022-03-23 19:47:25 main:574] : INFO : Epoch 1928 | loss: 0.0311089 | val_loss: 0.0311741 | Time: 6556.26 ms
[2022-03-23 19:47:31 main:574] : INFO : Epoch 1929 | loss: 0.0311037 | val_loss: 0.0311687 | Time: 6528.77 ms
[2022-03-23 19:47:38 main:574] : INFO : Epoch 1930 | loss: 0.0310986 | val_loss: 0.0311671 | Time: 6537.81 ms
[2022-03-23 19:47:44 main:574] : INFO : Epoch 1931 | loss: 0.0310996 | val_loss: 0.0311641 | Time: 6531.17 ms
[2022-03-23 19:47:51 main:574] : INFO : Epoch 1932 | loss: 0.0311055 | val_loss: 0.0311699 | Time: 6508.57 ms
[2022-03-23 19:47:57 main:574] : INFO : Epoch 1933 | loss: 0.0311025 | val_loss: 0.0311774 | Time: 6552.09 ms
[2022-03-23 19:48:04 main:574] : INFO : Epoch 1934 | loss: 0.0311043 | val_loss: 0.0311617 | Time: 6529.76 ms
[2022-03-23 19:48:10 main:574] : INFO : Epoch 1935 | loss: 0.03111 | val_loss: 0.03117 | Time: 6520.76 ms
[2022-03-23 19:48:17 main:574] : INFO : Epoch 1936 | loss: 0.0311328 | val_loss: 0.0311647 | Time: 6547.56 ms
[2022-03-23 19:48:23 main:574] : INFO : Epoch 1937 | loss: 0.031141 | val_loss: 0.0311547 | Time: 6526.82 ms
[2022-03-23 19:48:30 main:574] : INFO : Epoch 1938 | loss: 0.031131 | val_loss: 0.0311671 | Time: 6524.91 ms
[2022-03-23 19:48:36 main:574] : INFO : Epoch 1939 | loss: 0.0311279 | val_loss: 0.031154 | Time: 6574.48 ms
[2022-03-23 19:48:43 main:574] : INFO : Epoch 1940 | loss: 0.0311215 | val_loss: 0.0311612 | Time: 6528.75 ms
[2022-03-23 19:48:50 main:574] : INFO : Epoch 1941 | loss: 0.0311184 | val_loss: 0.0311577 | Time: 6535.65 ms
[2022-03-23 19:48:56 main:574] : INFO : Epoch 1942 | loss: 0.031118 | val_loss: 0.0311684 | Time: 6501.78 ms
[2022-03-23 19:49:03 main:574] : INFO : Epoch 1943 | loss: 0.0311178 | val_loss: 0.0311655 | Time: 6546.36 ms
[2022-03-23 19:49:09 main:574] : INFO : Epoch 1944 | loss: 0.031118 | val_loss: 0.0311631 | Time: 6524.74 ms
[2022-03-23 19:49:16 main:574] : INFO : Epoch 1945 | loss: 0.0311155 | val_loss: 0.0311668 | Time: 6512.34 ms
[2022-03-23 19:49:22 main:574] : INFO : Epoch 1946 | loss: 0.0311136 | val_loss: 0.0311551 | Time: 6535.89 ms
[2022-03-23 19:49:29 main:574] : INFO : Epoch 1947 | loss: 0.0311115 | val_loss: 0.0311743 | Time: 6534.76 ms
[2022-03-23 19:49:35 main:574] : INFO : Epoch 1948 | loss: 0.031109 | val_loss: 0.0311647 | Time: 6531.56 ms
[2022-03-23 19:49:42 main:574] : INFO : Epoch 1949 | loss: 0.0311091 | val_loss: 0.0311597 | Time: 6519.17 ms
[2022-03-23 19:49:48 main:574] : INFO : Epoch 1950 | loss: 0.0311077 | val_loss: 0.0311668 | Time: 6527.9 ms
[2022-03-23 19:49:55 main:574] : INFO : Epoch 1951 | loss: 0.0311064 | val_loss: 0.031164 | Time: 6546.55 ms
[2022-03-23 19:50:01 main:574] : INFO : Epoch 1952 | loss: 0.0311093 | val_loss: 0.0311748 | Time: 6511.6 ms
[2022-03-23 19:50:08 main:574] : INFO : Epoch 1953 | loss: 0.0311091 | val_loss: 0.0311593 | Time: 6537.2 ms
[2022-03-23 19:50:14 main:574] : INFO : Epoch 1954 | loss: 0.0311072 | val_loss: 0.0311653 | Time: 6520.87 ms
[2022-03-23 19:50:21 main:574] : INFO : Epoch 1955 | loss: 0.0311045 | val_loss: 0.0311643 | Time: 6505.12 ms
[2022-03-23 19:50:27 main:574] : INFO : Epoch 1956 | loss: 0.0311072 | val_loss: 0.0311747 | Time: 6523.54 ms
[2022-03-23 19:50:34 main:574] : INFO : Epoch 1957 | loss: 0.0311071 | val_loss: 0.0311685 | Time: 6530.5 ms
[2022-03-23 19:50:41 main:574] : INFO : Epoch 1958 | loss: 0.0311026 | val_loss: 0.0311605 | Time: 6553.11 ms
[2022-03-23 19:50:47 main:574] : INFO : Epoch 1959 | loss: 0.0311089 | val_loss: 0.0311582 | Time: 6516.19 ms
[2022-03-23 19:50:54 main:574] : INFO : Epoch 1960 | loss: 0.0311046 | val_loss: 0.031166 | Time: 6523.56 ms
[2022-03-23 19:51:00 main:574] : INFO : Epoch 1961 | loss: 0.0311027 | val_loss: 0.0311751 | Time: 6770.05 ms
[2022-03-23 19:51:07 main:574] : INFO : Epoch 1962 | loss: 0.0311033 | val_loss: 0.031167 | Time: 6525.95 ms
[2022-03-23 19:51:14 main:574] : INFO : Epoch 1963 | loss: 0.0311012 | val_loss: 0.0311728 | Time: 6551.26 ms
[2022-03-23 19:51:20 main:574] : INFO : Epoch 1964 | loss: 0.0311058 | val_loss: 0.0311671 | Time: 6538.45 ms
[2022-03-23 19:51:27 main:574] : INFO : Epoch 1965 | loss: 0.0310979 | val_loss: 0.0311653 | Time: 6523.25 ms
[2022-03-23 19:51:33 main:574] : INFO : Epoch 1966 | loss: 0.0311 | val_loss: 0.0311655 | Time: 6559.65 ms
[2022-03-23 19:51:40 main:574] : INFO : Epoch 1967 | loss: 0.0311011 | val_loss: 0.0311697 | Time: 6540.58 ms
[2022-03-23 19:51:46 main:574] : INFO : Epoch 1968 | loss: 0.0311004 | val_loss: 0.0311761 | Time: 6523.51 ms
[2022-03-23 19:51:53 main:574] : INFO : Epoch 1969 | loss: 0.031104 | val_loss: 0.0311633 | Time: 6533.39 ms
[2022-03-23 19:51:59 main:574] : INFO : Epoch 1970 | loss: 0.0311015 | val_loss: 0.0311594 | Time: 6534.37 ms
[2022-03-23 19:52:06 main:574] : INFO : Epoch 1971 | loss: 0.0310981 | val_loss: 0.0311598 | Time: 6537.46 ms
[2022-03-23 19:52:12 main:574] : INFO : Epoch 1972 | loss: 0.031099 | val_loss: 0.0311719 | Time: 6528.87 ms
[2022-03-23 19:52:19 main:574] : INFO : Epoch 1973 | loss: 0.0310954 | val_loss: 0.0311789 | Time: 6536.15 ms
[2022-03-23 19:52:25 main:574] : INFO : Epoch 1974 | loss: 0.0310963 | val_loss: 0.0311764 | Time: 6534.82 ms
[2022-03-23 19:52:32 main:574] : INFO : Epoch 1975 | loss: 0.0310946 | val_loss: 0.0311663 | Time: 6552.77 ms
[2022-03-23 19:52:39 main:574] : INFO : Epoch 1976 | loss: 0.0310975 | val_loss: 0.0311747 | Time: 6537.46 ms
[2022-03-23 19:52:45 main:574] : INFO : Epoch 1977 | loss: 0.0310975 | val_loss: 0.0311662 | Time: 6549.73 ms
[2022-03-23 19:52:52 main:574] : INFO : Epoch 1978 | loss: 0.0310975 | val_loss: 0.0311693 | Time: 6521 ms
[2022-03-23 19:52:58 main:574] : INFO : Epoch 1979 | loss: 0.0311028 | val_loss: 0.0311742 | Time: 6533.02 ms
[2022-03-23 19:53:05 main:574] : INFO : Epoch 1980 | loss: 0.0311016 | val_loss: 0.0311671 | Time: 6555.47 ms
[2022-03-23 19:53:11 main:574] : INFO : Epoch 1981 | loss: 0.0311009 | val_loss: 0.0311867 | Time: 6534 ms
[2022-03-23 19:53:18 main:574] : INFO : Epoch 1982 | loss: 0.0310988 | val_loss: 0.0311784 | Time: 6521.4 ms
[2022-03-23 19:53:24 main:574] : INFO : Epoch 1983 | loss: 0.0310979 | val_loss: 0.0311715 | Time: 6533.39 ms
[2022-03-23 19:53:31 main:574] : INFO : Epoch 1984 | loss: 0.0310938 | val_loss: 0.0311813 | Time: 6561.97 ms
[2022-03-23 19:53:37 main:574] : INFO : Epoch 1985 | loss: 0.031096 | val_loss: 0.0311775 | Time: 6530.22 ms
[2022-03-23 19:53:44 main:574] : INFO : Epoch 1986 | loss: 0.0310957 | val_loss: 0.0311741 | Time: 6551.79 ms
[2022-03-23 19:53:51 main:574] : INFO : Epoch 1987 | loss: 0.031096 | val_loss: 0.0311653 | Time: 6542.43 ms
[2022-03-23 19:53:57 main:574] : INFO : Epoch 1988 | loss: 0.0310976 | val_loss: 0.0311663 | Time: 6511.57 ms
[2022-03-23 19:54:04 main:574] : INFO : Epoch 1989 | loss: 0.0310986 | val_loss: 0.0311713 | Time: 6544.95 ms
[2022-03-23 19:54:10 main:574] : INFO : Epoch 1990 | loss: 0.0310982 | val_loss: 0.0311685 | Time: 6540.29 ms
[2022-03-23 19:54:17 main:574] : INFO : Epoch 1991 | loss: 0.0310959 | val_loss: 0.0311784 | Time: 6539.92 ms
[2022-03-23 19:54:23 main:574] : INFO : Epoch 1992 | loss: 0.0311037 | val_loss: 0.0311779 | Time: 6519.82 ms
[2022-03-23 19:54:30 main:574] : INFO : Epoch 1993 | loss: 0.0311047 | val_loss: 0.0311665 | Time: 6544.82 ms
[2022-03-23 19:54:36 main:574] : INFO : Epoch 1994 | loss: 0.031101 | val_loss: 0.031183 | Time: 6552.41 ms
[2022-03-23 19:54:43 main:574] : INFO : Epoch 1995 | loss: 0.0310985 | val_loss: 0.0311736 | Time: 6540.27 ms
[2022-03-23 19:54:49 main:574] : INFO : Epoch 1996 | loss: 0.0311014 | val_loss: 0.0311684 | Time: 6563.97 ms
[2022-03-23 19:54:56 main:574] : INFO : Epoch 1997 | loss: 0.0310986 | val_loss: 0.0311764 | Time: 6539.51 ms
[2022-03-23 19:55:03 main:574] : INFO : Epoch 1998 | loss: 0.0310998 | val_loss: 0.0311731 | Time: 6526.74 ms
[2022-03-23 19:55:09 main:574] : INFO : Epoch 1999 | loss: 0.0311064 | val_loss: 0.0311703 | Time: 6544.05 ms
[2022-03-23 19:55:16 main:574] : INFO : Epoch 2000 | loss: 0.0311044 | val_loss: 0.0311754 | Time: 6535.16 ms
[2022-03-23 19:55:22 main:574] : INFO : Epoch 2001 | loss: 0.0311024 | val_loss: 0.0311725 | Time: 6527.8 ms
[2022-03-23 19:55:29 main:574] : INFO : Epoch 2002 | loss: 0.0311093 | val_loss: 0.0311682 | Time: 6528.99 ms
[2022-03-23 19:55:35 main:574] : INFO : Epoch 2003 | loss: 0.0311054 | val_loss: 0.0311698 | Time: 6547.96 ms
[2022-03-23 19:55:42 main:574] : INFO : Epoch 2004 | loss: 0.0311034 | val_loss: 0.0311728 | Time: 6522.11 ms
[2022-03-23 19:55:48 main:574] : INFO : Epoch 2005 | loss: 0.0310978 | val_loss: 0.0311813 | Time: 6522.07 ms
[2022-03-23 19:55:55 main:574] : INFO : Epoch 2006 | loss: 0.0310986 | val_loss: 0.0311665 | Time: 6531.01 ms
[2022-03-23 19:56:02 main:574] : INFO : Epoch 2007 | loss: 0.0310949 | val_loss: 0.0311648 | Time: 6696.16 ms
[2022-03-23 19:56:08 main:574] : INFO : Epoch 2008 | loss: 0.0310923 | val_loss: 0.0311664 | Time: 6522.56 ms
[2022-03-23 19:56:15 main:574] : INFO : Epoch 2009 | loss: 0.031096 | val_loss: 0.0311818 | Time: 6539.24 ms
[2022-03-23 19:56:21 main:574] : INFO : Epoch 2010 | loss: 0.0310939 | val_loss: 0.031178 | Time: 6537.97 ms
[2022-03-23 19:56:28 main:574] : INFO : Epoch 2011 | loss: 0.0310945 | val_loss: 0.031164 | Time: 6520.39 ms
[2022-03-23 19:56:34 main:574] : INFO : Epoch 2012 | loss: 0.0311013 | val_loss: 0.0311678 | Time: 6548.73 ms
[2022-03-23 19:56:41 main:574] : INFO : Epoch 2013 | loss: 0.0311 | val_loss: 0.0311907 | Time: 6605.49 ms
[2022-03-23 19:56:47 main:574] : INFO : Epoch 2014 | loss: 0.0311006 | val_loss: 0.0311621 | Time: 6525.99 ms
[2022-03-23 19:56:54 main:574] : INFO : Epoch 2015 | loss: 0.0310985 | val_loss: 0.0311741 | Time: 6534.44 ms
[2022-03-23 19:57:00 main:574] : INFO : Epoch 2016 | loss: 0.0310976 | val_loss: 0.0311799 | Time: 6533.94 ms
[2022-03-23 19:57:07 main:574] : INFO : Epoch 2017 | loss: 0.0310981 | val_loss: 0.0311683 | Time: 6531.02 ms
[2022-03-23 19:57:14 main:574] : INFO : Epoch 2018 | loss: 0.0310943 | val_loss: 0.0311684 | Time: 6540.78 ms
[2022-03-23 19:57:20 main:574] : INFO : Epoch 2019 | loss: 0.0310984 | val_loss: 0.0311734 | Time: 6553.67 ms
[2022-03-23 19:57:27 main:574] : INFO : Epoch 2020 | loss: 0.0311006 | val_loss: 0.0311627 | Time: 6534.14 ms
[2022-03-23 19:57:33 main:574] : INFO : Epoch 2021 | loss: 0.0311063 | val_loss: 0.0311752 | Time: 6567.39 ms
[2022-03-23 19:57:40 main:574] : INFO : Epoch 2022 | loss: 0.0310997 | val_loss: 0.0311668 | Time: 6542.48 ms
[2022-03-23 19:57:46 main:574] : INFO : Epoch 2023 | loss: 0.0310958 | val_loss: 0.0311677 | Time: 6545.06 ms
[2022-03-23 19:57:53 main:574] : INFO : Epoch 2024 | loss: 0.031095 | val_loss: 0.031169 | Time: 6536.3 ms
[2022-03-23 19:57:59 main:574] : INFO : Epoch 2025 | loss: 0.0310951 | val_loss: 0.0311817 | Time: 6540.29 ms
[2022-03-23 19:58:06 main:574] : INFO : Epoch 2026 | loss: 0.0310935 | val_loss: 0.0311853 | Time: 6538.78 ms
[2022-03-23 19:58:12 main:574] : INFO : Epoch 2027 | loss: 0.0310934 | val_loss: 0.0311731 | Time: 6540.36 ms
[2022-03-23 19:58:19 main:574] : INFO : Epoch 2028 | loss: 0.0310937 | val_loss: 0.0311818 | Time: 6536.75 ms
[2022-03-23 19:58:26 main:574] : INFO : Epoch 2029 | loss: 0.0310984 | val_loss: 0.0311675 | Time: 6543.46 ms
[2022-03-23 19:58:32 main:574] : INFO : Epoch 2030 | loss: 0.0311099 | val_loss: 0.0311672 | Time: 6547.37 ms
[2022-03-23 19:58:39 main:574] : INFO : Epoch 2031 | loss: 0.0311111 | val_loss: 0.0311632 | Time: 6538.39 ms
[2022-03-23 19:58:45 main:574] : INFO : Epoch 2032 | loss: 0.0311108 | val_loss: 0.0311651 | Time: 6523.6 ms
[2022-03-23 19:58:52 main:574] : INFO : Epoch 2033 | loss: 0.0311093 | val_loss: 0.0311619 | Time: 6540.44 ms
[2022-03-23 19:58:58 main:574] : INFO : Epoch 2034 | loss: 0.0311067 | val_loss: 0.0311717 | Time: 6513.12 ms
[2022-03-23 19:59:05 main:574] : INFO : Epoch 2035 | loss: 0.0311079 | val_loss: 0.0311617 | Time: 6568.33 ms
[2022-03-23 19:59:11 main:574] : INFO : Epoch 2036 | loss: 0.0311082 | val_loss: 0.0311813 | Time: 6544.87 ms
[2022-03-23 19:59:18 main:574] : INFO : Epoch 2037 | loss: 0.0311044 | val_loss: 0.0311692 | Time: 6532.72 ms
[2022-03-23 19:59:24 main:574] : INFO : Epoch 2038 | loss: 0.0311133 | val_loss: 0.0311669 | Time: 6541.27 ms
[2022-03-23 19:59:31 main:574] : INFO : Epoch 2039 | loss: 0.0311099 | val_loss: 0.0311717 | Time: 6542.54 ms
[2022-03-23 19:59:38 main:574] : INFO : Epoch 2040 | loss: 0.0311071 | val_loss: 0.0311621 | Time: 6541.34 ms
[2022-03-23 19:59:44 main:574] : INFO : Epoch 2041 | loss: 0.0311048 | val_loss: 0.0311567 | Time: 6520.22 ms
[2022-03-23 19:59:51 main:574] : INFO : Epoch 2042 | loss: 0.0311038 | val_loss: 0.0311646 | Time: 6542.26 ms
[2022-03-23 19:59:57 main:574] : INFO : Epoch 2043 | loss: 0.0311006 | val_loss: 0.0311735 | Time: 6535.84 ms
[2022-03-23 20:00:04 main:574] : INFO : Epoch 2044 | loss: 0.0310979 | val_loss: 0.0311612 | Time: 6554.29 ms
[2022-03-23 20:00:10 main:574] : INFO : Epoch 2045 | loss: 0.0310978 | val_loss: 0.0311684 | Time: 6538.69 ms
[2022-03-23 20:00:17 main:574] : INFO : Epoch 2046 | loss: 0.031099 | val_loss: 0.0311711 | Time: 6540.94 ms
[2022-03-23 20:00:23 main:574] : INFO : Epoch 2047 | loss: 0.0310936 | val_loss: 0.0311665 | Time: 6522.88 ms
[2022-03-23 20:00:30 main:574] : INFO : Epoch 2048 | loss: 0.0310938 | val_loss: 0.0311595 | Time: 6531.58 ms
[2022-03-23 20:00:30 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311595
[2022-03-23 20:00:30 main:603] : INFO : Saving end state to config to file
[2022-03-23 20:00:30 main:608] : INFO : Success, exiting..
20:00:30 (8708): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)