Task 10003325
| Name | ParityModified-1639950124-20337-0_0 |
| Workunit | 7382202 |
| Created | 19 Dec 2021, 21:42:05 UTC |
| Sent | 27 Dec 2021, 0:25:53 UTC |
| Report deadline | 4 Jan 2022, 0:25:53 UTC |
| Received | 27 Dec 2021, 3:50:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16924 |
| Run time | 2 hours 16 min 39 sec |
| CPU time | 2 hours 14 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,786.59 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311599 | val_loss: 0.0311793 | Time: 4013.3 ms
[2021-12-27 04:16:43 main:574] : INFO : Epoch 1543 | loss: 0.0311561 | val_loss: 0.0311824 | Time: 4019.44 ms
[2021-12-27 04:16:47 main:574] : INFO : Epoch 1544 | loss: 0.0311542 | val_loss: 0.0311817 | Time: 4024.89 ms
[2021-12-27 04:16:51 main:574] : INFO : Epoch 1545 | loss: 0.0311566 | val_loss: 0.0311759 | Time: 4020.58 ms
[2021-12-27 04:16:55 main:574] : INFO : Epoch 1546 | loss: 0.0311552 | val_loss: 0.0311907 | Time: 4015.65 ms
[2021-12-27 04:16:59 main:574] : INFO : Epoch 1547 | loss: 0.0311598 | val_loss: 0.0311936 | Time: 4004.44 ms
[2021-12-27 04:17:03 main:574] : INFO : Epoch 1548 | loss: 0.0311639 | val_loss: 0.0311831 | Time: 4015.62 ms
[2021-12-27 04:17:07 main:574] : INFO : Epoch 1549 | loss: 0.0311576 | val_loss: 0.0311918 | Time: 4022.3 ms
[2021-12-27 04:17:11 main:574] : INFO : Epoch 1550 | loss: 0.0311581 | val_loss: 0.0311781 | Time: 4021.79 ms
[2021-12-27 04:17:15 main:574] : INFO : Epoch 1551 | loss: 0.0311533 | val_loss: 0.0311901 | Time: 4019.18 ms
[2021-12-27 04:17:19 main:574] : INFO : Epoch 1552 | loss: 0.0311521 | val_loss: 0.0311778 | Time: 4038.57 ms
[2021-12-27 04:17:23 main:574] : INFO : Epoch 1553 | loss: 0.0311494 | val_loss: 0.0311844 | Time: 4017.43 ms
[2021-12-27 04:17:27 main:574] : INFO : Epoch 1554 | loss: 0.03115 | val_loss: 0.0311858 | Time: 4023.56 ms
[2021-12-27 04:17:31 main:574] : INFO : Epoch 1555 | loss: 0.0311549 | val_loss: 0.0311829 | Time: 4008.7 ms
[2021-12-27 04:17:35 main:574] : INFO : Epoch 1556 | loss: 0.0311526 | val_loss: 0.0311957 | Time: 4030.73 ms
[2021-12-27 04:17:39 main:574] : INFO : Epoch 1557 | loss: 0.0311521 | val_loss: 0.0311798 | Time: 4011.79 ms
[2021-12-27 04:17:43 main:574] : INFO : Epoch 1558 | loss: 0.0311551 | val_loss: 0.0311771 | Time: 4010.26 ms
[2021-12-27 04:17:47 main:574] : INFO : Epoch 1559 | loss: 0.0311553 | val_loss: 0.0311835 | Time: 4020.17 ms
[2021-12-27 04:17:51 main:574] : INFO : Epoch 1560 | loss: 0.0311552 | val_loss: 0.0311797 | Time: 4018.64 ms
[2021-12-27 04:17:55 main:574] : INFO : Epoch 1561 | loss: 0.0311584 | val_loss: 0.0311742 | Time: 4027.78 ms
[2021-12-27 04:17:59 main:574] : INFO : Epoch 1562 | loss: 0.031157 | val_loss: 0.031177 | Time: 4020.85 ms
[2021-12-27 04:18:03 main:574] : INFO : Epoch 1563 | loss: 0.0311565 | val_loss: 0.0311799 | Time: 4009.69 ms
[2021-12-27 04:18:07 main:574] : INFO : Epoch 1564 | loss: 0.0311542 | val_loss: 0.0311804 | Time: 4000.64 ms
[2021-12-27 04:18:11 main:574] : INFO : Epoch 1565 | loss: 0.0311564 | val_loss: 0.0311758 | Time: 4027.8 ms
[2021-12-27 04:18:15 main:574] : INFO : Epoch 1566 | loss: 0.0311676 | val_loss: 0.0311997 | Time: 4020.45 ms
[2021-12-27 04:18:19 main:574] : INFO : Epoch 1567 | loss: 0.0311835 | val_loss: 0.0311835 | Time: 4049.71 ms
[2021-12-27 04:18:23 main:574] : INFO : Epoch 1568 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 4012.76 ms
[2021-12-27 04:18:27 main:574] : INFO : Epoch 1569 | loss: 0.0311615 | val_loss: 0.0311746 | Time: 4020.56 ms
[2021-12-27 04:18:32 main:574] : INFO : Epoch 1570 | loss: 0.0311576 | val_loss: 0.0311745 | Time: 4017.5 ms
[2021-12-27 04:18:36 main:574] : INFO : Epoch 1571 | loss: 0.0311562 | val_loss: 0.0311769 | Time: 4028.12 ms
[2021-12-27 04:18:40 main:574] : INFO : Epoch 1572 | loss: 0.0311579 | val_loss: 0.0311763 | Time: 4030 ms
[2021-12-27 04:18:44 main:574] : INFO : Epoch 1573 | loss: 0.0311569 | val_loss: 0.031178 | Time: 4019.9 ms
[2021-12-27 04:18:48 main:574] : INFO : Epoch 1574 | loss: 0.0311514 | val_loss: 0.0311832 | Time: 4007.46 ms
[2021-12-27 04:18:52 main:574] : INFO : Epoch 1575 | loss: 0.0311518 | val_loss: 0.0311778 | Time: 4021.39 ms
[2021-12-27 04:18:56 main:574] : INFO : Epoch 1576 | loss: 0.0311509 | val_loss: 0.0311851 | Time: 4026.49 ms
[2021-12-27 04:19:00 main:574] : INFO : Epoch 1577 | loss: 0.0311509 | val_loss: 0.0311784 | Time: 4027.22 ms
[2021-12-27 04:19:04 main:574] : INFO : Epoch 1578 | loss: 0.0311499 | val_loss: 0.0311802 | Time: 4021.71 ms
[2021-12-27 04:19:08 main:574] : INFO : Epoch 1579 | loss: 0.0311505 | val_loss: 0.0311819 | Time: 4010.72 ms
[2021-12-27 04:19:12 main:574] : INFO : Epoch 1580 | loss: 0.0311482 | val_loss: 0.0311817 | Time: 4017.43 ms
[2021-12-27 04:19:16 main:574] : INFO : Epoch 1581 | loss: 0.0311475 | val_loss: 0.0311771 | Time: 4029.82 ms
[2021-12-27 04:19:20 main:574] : INFO : Epoch 1582 | loss: 0.0311473 | val_loss: 0.0311876 | Time: 4011.32 ms
[2021-12-27 04:19:24 main:574] : INFO : Epoch 1583 | loss: 0.0311512 | val_loss: 0.0311814 | Time: 4014.51 ms
[2021-12-27 04:19:28 main:574] : INFO : Epoch 1584 | loss: 0.0311522 | val_loss: 0.0311863 | Time: 4012.96 ms
[2021-12-27 04:19:32 main:574] : INFO : Epoch 1585 | loss: 0.0311476 | val_loss: 0.0311849 | Time: 4017.52 ms
[2021-12-27 04:19:36 main:574] : INFO : Epoch 1586 | loss: 0.0311461 | val_loss: 0.0311829 | Time: 4010.79 ms
[2021-12-27 04:19:40 main:574] : INFO : Epoch 1587 | loss: 0.0311479 | val_loss: 0.0311883 | Time: 4034.03 ms
[2021-12-27 04:19:44 main:574] : INFO : Epoch 1588 | loss: 0.0311458 | val_loss: 0.0311829 | Time: 4022.36 ms
[2021-12-27 04:19:48 main:574] : INFO : Epoch 1589 | loss: 0.0311443 | val_loss: 0.0311761 | Time: 4016.19 ms
[2021-12-27 04:19:52 main:574] : INFO : Epoch 1590 | loss: 0.0311445 | val_loss: 0.0311853 | Time: 4012.9 ms
[2021-12-27 04:19:56 main:574] : INFO : Epoch 1591 | loss: 0.0311473 | val_loss: 0.0311818 | Time: 4015.48 ms
[2021-12-27 04:20:00 main:574] : INFO : Epoch 1592 | loss: 0.0311463 | val_loss: 0.0311825 | Time: 4013.03 ms
[2021-12-27 04:20:04 main:574] : INFO : Epoch 1593 | loss: 0.031149 | val_loss: 0.0311863 | Time: 4024.4 ms
[2021-12-27 04:20:08 main:574] : INFO : Epoch 1594 | loss: 0.0311531 | val_loss: 0.0311811 | Time: 4017.15 ms
[2021-12-27 04:20:12 main:574] : INFO : Epoch 1595 | loss: 0.0311493 | val_loss: 0.0311882 | Time: 4031.09 ms
[2021-12-27 04:20:16 main:574] : INFO : Epoch 1596 | loss: 0.0311431 | val_loss: 0.0311841 | Time: 4025.19 ms
[2021-12-27 04:20:20 main:574] : INFO : Epoch 1597 | loss: 0.0311475 | val_loss: 0.0311833 | Time: 4005.03 ms
[2021-12-27 04:20:24 main:574] : INFO : Epoch 1598 | loss: 0.0311508 | val_loss: 0.0311904 | Time: 4032.16 ms
[2021-12-27 04:20:28 main:574] : INFO : Epoch 1599 | loss: 0.031147 | val_loss: 0.0311884 | Time: 4020.72 ms
[2021-12-27 04:20:32 main:574] : INFO : Epoch 1600 | loss: 0.0311467 | val_loss: 0.031186 | Time: 4022.01 ms
[2021-12-27 04:20:36 main:574] : INFO : Epoch 1601 | loss: 0.0311456 | val_loss: 0.0311788 | Time: 4016.31 ms
[2021-12-27 04:20:40 main:574] : INFO : Epoch 1602 | loss: 0.0311484 | val_loss: 0.0311817 | Time: 4011.51 ms
[2021-12-27 04:20:44 main:574] : INFO : Epoch 1603 | loss: 0.0311545 | val_loss: 0.0311789 | Time: 4023.04 ms
[2021-12-27 04:20:48 main:574] : INFO : Epoch 1604 | loss: 0.0311597 | val_loss: 0.0311774 | Time: 4014.85 ms
[2021-12-27 04:20:52 main:574] : INFO : Epoch 1605 | loss: 0.0311582 | val_loss: 0.0311729 | Time: 4021.81 ms
[2021-12-27 04:20:56 main:574] : INFO : Epoch 1606 | loss: 0.0311547 | val_loss: 0.0311766 | Time: 4012.32 ms
[2021-12-27 04:21:00 main:574] : INFO : Epoch 1607 | loss: 0.0311499 | val_loss: 0.0311776 | Time: 4015.42 ms
[2021-12-27 04:21:04 main:574] : INFO : Epoch 1608 | loss: 0.0311519 | val_loss: 0.0311808 | Time: 4007.8 ms
[2021-12-27 04:21:08 main:574] : INFO : Epoch 1609 | loss: 0.0311521 | val_loss: 0.0311742 | Time: 4030.01 ms
[2021-12-27 04:21:12 main:574] : INFO : Epoch 1610 | loss: 0.0311525 | val_loss: 0.0311799 | Time: 4037.23 ms
[2021-12-27 04:21:16 main:574] : INFO : Epoch 1611 | loss: 0.031154 | val_loss: 0.0311957 | Time: 4033.87 ms
[2021-12-27 04:21:20 main:574] : INFO : Epoch 1612 | loss: 0.0311601 | val_loss: 0.0311952 | Time: 4013.05 ms
[2021-12-27 04:21:24 main:574] : INFO : Epoch 1613 | loss: 0.0311806 | val_loss: 0.0311771 | Time: 4010.15 ms
[2021-12-27 04:21:28 main:574] : INFO : Epoch 1614 | loss: 0.0311723 | val_loss: 0.0311777 | Time: 4011.41 ms
[2021-12-27 04:21:33 main:574] : INFO : Epoch 1615 | loss: 0.0311669 | val_loss: 0.0311707 | Time: 4012.43 ms
[2021-12-27 04:21:37 main:574] : INFO : Epoch 1616 | loss: 0.031163 | val_loss: 0.0311717 | Time: 4023.51 ms
[2021-12-27 04:21:41 main:574] : INFO : Epoch 1617 | loss: 0.0311608 | val_loss: 0.0311725 | Time: 4007.87 ms
[2021-12-27 04:21:45 main:574] : INFO : Epoch 1618 | loss: 0.0311606 | val_loss: 0.0311836 | Time: 4012.75 ms
[2021-12-27 04:21:49 main:574] : INFO : Epoch 1619 | loss: 0.0311693 | val_loss: 0.0311863 | Time: 4023.84 ms
[2021-12-27 04:21:53 main:574] : INFO : Epoch 1620 | loss: 0.0311655 | val_loss: 0.0311793 | Time: 4024.08 ms
[2021-12-27 04:21:57 main:574] : INFO : Epoch 1621 | loss: 0.0311582 | val_loss: 0.0311725 | Time: 4027.21 ms
[2021-12-27 04:22:01 main:574] : INFO : Epoch 1622 | loss: 0.0311561 | val_loss: 0.0311766 | Time: 4010.65 ms
[2021-12-27 04:22:05 main:574] : INFO : Epoch 1623 | loss: 0.0311532 | val_loss: 0.0311747 | Time: 4015.91 ms
[2021-12-27 04:22:09 main:574] : INFO : Epoch 1624 | loss: 0.0311519 | val_loss: 0.031176 | Time: 4033.6 ms
[2021-12-27 04:22:13 main:574] : INFO : Epoch 1625 | loss: 0.031152 | val_loss: 0.031177 | Time: 4024.76 ms
[2021-12-27 04:22:17 main:574] : INFO : Epoch 1626 | loss: 0.0311536 | val_loss: 0.0311758 | Time: 4017.22 ms
[2021-12-27 04:22:21 main:574] : INFO : Epoch 1627 | loss: 0.0311517 | val_loss: 0.0311782 | Time: 4028.58 ms
[2021-12-27 04:22:25 main:574] : INFO : Epoch 1628 | loss: 0.0311523 | val_loss: 0.0311726 | Time: 4013.67 ms
[2021-12-27 04:22:29 main:574] : INFO : Epoch 1629 | loss: 0.0311513 | val_loss: 0.0311727 | Time: 4014.46 ms
[2021-12-27 04:22:33 main:574] : INFO : Epoch 1630 | loss: 0.0311496 | val_loss: 0.0311775 | Time: 4011.83 ms
[2021-12-27 04:22:37 main:574] : INFO : Epoch 1631 | loss: 0.031149 | val_loss: 0.0311771 | Time: 4017.88 ms
[2021-12-27 04:22:41 main:574] : INFO : Epoch 1632 | loss: 0.0311467 | val_loss: 0.0311807 | Time: 4016.63 ms
[2021-12-27 04:22:45 main:574] : INFO : Epoch 1633 | loss: 0.0311455 | val_loss: 0.0311774 | Time: 4021.6 ms
[2021-12-27 04:22:49 main:574] : INFO : Epoch 1634 | loss: 0.0311468 | val_loss: 0.0311823 | Time: 4011.61 ms
[2021-12-27 04:22:53 main:574] : INFO : Epoch 1635 | loss: 0.0311509 | val_loss: 0.031177 | Time: 4033.96 ms
[2021-12-27 04:22:57 main:574] : INFO : Epoch 1636 | loss: 0.0311449 | val_loss: 0.0311782 | Time: 4019.7 ms
[2021-12-27 04:23:01 main:574] : INFO : Epoch 1637 | loss: 0.0311469 | val_loss: 0.0311833 | Time: 4019.24 ms
[2021-12-27 04:23:05 main:574] : INFO : Epoch 1638 | loss: 0.0311427 | val_loss: 0.0311795 | Time: 4024.1 ms
[2021-12-27 04:23:09 main:574] : INFO : Epoch 1639 | loss: 0.0311426 | val_loss: 0.0311828 | Time: 4036.43 ms
[2021-12-27 04:23:13 main:574] : INFO : Epoch 1640 | loss: 0.0311429 | val_loss: 0.0311811 | Time: 3999.12 ms
[2021-12-27 04:23:17 main:574] : INFO : Epoch 1641 | loss: 0.0311436 | val_loss: 0.0311758 | Time: 4032.32 ms
[2021-12-27 04:23:21 main:574] : INFO : Epoch 1642 | loss: 0.0311445 | val_loss: 0.0311764 | Time: 4010.45 ms
[2021-12-27 04:23:25 main:574] : INFO : Epoch 1643 | loss: 0.0311438 | val_loss: 0.0311956 | Time: 4022.42 ms
[2021-12-27 04:23:29 main:574] : INFO : Epoch 1644 | loss: 0.031145 | val_loss: 0.0311876 | Time: 4015.73 ms
[2021-12-27 04:23:33 main:574] : INFO : Epoch 1645 | loss: 0.0311432 | val_loss: 0.0311817 | Time: 4019.64 ms
[2021-12-27 04:23:37 main:574] : INFO : Epoch 1646 | loss: 0.0311427 | val_loss: 0.0311798 | Time: 4005.73 ms
[2021-12-27 04:23:41 main:574] : INFO : Epoch 1647 | loss: 0.0311403 | val_loss: 0.0311795 | Time: 4022.01 ms
[2021-12-27 04:23:45 main:574] : INFO : Epoch 1648 | loss: 0.0311441 | val_loss: 0.0311882 | Time: 4000.99 ms
[2021-12-27 04:23:49 main:574] : INFO : Epoch 1649 | loss: 0.0311523 | val_loss: 0.0311796 | Time: 4016.56 ms
[2021-12-27 04:23:53 main:574] : INFO : Epoch 1650 | loss: 0.0311547 | val_loss: 0.0311833 | Time: 4012.27 ms
[2021-12-27 04:23:57 main:574] : INFO : Epoch 1651 | loss: 0.031148 | val_loss: 0.0311747 | Time: 4032.37 ms
[2021-12-27 04:24:01 main:574] : INFO : Epoch 1652 | loss: 0.0311446 | val_loss: 0.0311781 | Time: 4034.24 ms
[2021-12-27 04:24:05 main:574] : INFO : Epoch 1653 | loss: 0.0311418 | val_loss: 0.0311917 | Time: 4042.37 ms
[2021-12-27 04:24:09 main:574] : INFO : Epoch 1654 | loss: 0.0311452 | val_loss: 0.0311936 | Time: 4011.95 ms
[2021-12-27 04:24:13 main:574] : INFO : Epoch 1655 | loss: 0.0311493 | val_loss: 0.0311791 | Time: 4028.82 ms
[2021-12-27 04:24:17 main:574] : INFO : Epoch 1656 | loss: 0.0311514 | val_loss: 0.031174 | Time: 4024.37 ms
[2021-12-27 04:24:21 main:574] : INFO : Epoch 1657 | loss: 0.0311502 | val_loss: 0.0311787 | Time: 4018.83 ms
[2021-12-27 04:24:25 main:574] : INFO : Epoch 1658 | loss: 0.0311439 | val_loss: 0.0311796 | Time: 4026.8 ms
[2021-12-27 04:24:30 main:574] : INFO : Epoch 1659 | loss: 0.0311399 | val_loss: 0.0311927 | Time: 4024.87 ms
[2021-12-27 04:24:34 main:574] : INFO : Epoch 1660 | loss: 0.0311402 | val_loss: 0.0311806 | Time: 4013.9 ms
[2021-12-27 04:24:38 main:574] : INFO : Epoch 1661 | loss: 0.0311427 | val_loss: 0.0311819 | Time: 4016.79 ms
[2021-12-27 04:24:42 main:574] : INFO : Epoch 1662 | loss: 0.0311378 | val_loss: 0.0311786 | Time: 4004.79 ms
[2021-12-27 04:24:46 main:574] : INFO : Epoch 1663 | loss: 0.0311416 | val_loss: 0.0311748 | Time: 4005.85 ms
[2021-12-27 04:24:50 main:574] : INFO : Epoch 1664 | loss: 0.0311413 | val_loss: 0.031179 | Time: 4002.2 ms
[2021-12-27 04:24:54 main:574] : INFO : Epoch 1665 | loss: 0.0311393 | val_loss: 0.0311767 | Time: 4022.25 ms
[2021-12-27 04:24:58 main:574] : INFO : Epoch 1666 | loss: 0.0311404 | val_loss: 0.0311785 | Time: 4017.05 ms
[2021-12-27 04:25:02 main:574] : INFO : Epoch 1667 | loss: 0.0311505 | val_loss: 0.0311813 | Time: 4046.08 ms
[2021-12-27 04:25:06 main:574] : INFO : Epoch 1668 | loss: 0.0311455 | val_loss: 0.0311773 | Time: 4009.47 ms
[2021-12-27 04:25:10 main:574] : INFO : Epoch 1669 | loss: 0.0311446 | val_loss: 0.0311825 | Time: 4014.19 ms
[2021-12-27 04:25:14 main:574] : INFO : Epoch 1670 | loss: 0.031141 | val_loss: 0.0311791 | Time: 4015.43 ms
[2021-12-27 04:25:18 main:574] : INFO : Epoch 1671 | loss: 0.031139 | val_loss: 0.0311787 | Time: 4013.59 ms
[2021-12-27 04:25:22 main:574] : INFO : Epoch 1672 | loss: 0.0311408 | val_loss: 0.0311745 | Time: 4017.93 ms
[2021-12-27 04:25:26 main:574] : INFO : Epoch 1673 | loss: 0.0311387 | val_loss: 0.0311764 | Time: 4020.07 ms
[2021-12-27 04:25:30 main:574] : INFO : Epoch 1674 | loss: 0.0311412 | val_loss: 0.0311816 | Time: 4021.41 ms
[2021-12-27 04:25:34 main:574] : INFO : Epoch 1675 | loss: 0.0311402 | val_loss: 0.0311774 | Time: 4006.64 ms
[2021-12-27 04:25:38 main:574] : INFO : Epoch 1676 | loss: 0.0311421 | val_loss: 0.0311787 | Time: 4029.03 ms
[2021-12-27 04:25:42 main:574] : INFO : Epoch 1677 | loss: 0.0311471 | val_loss: 0.031174 | Time: 4028.15 ms
[2021-12-27 04:25:46 main:574] : INFO : Epoch 1678 | loss: 0.0311401 | val_loss: 0.0311823 | Time: 4019.91 ms
[2021-12-27 04:25:50 main:574] : INFO : Epoch 1679 | loss: 0.0311384 | val_loss: 0.0311823 | Time: 4004.18 ms
[2021-12-27 04:25:54 main:574] : INFO : Epoch 1680 | loss: 0.0311427 | val_loss: 0.0311781 | Time: 4036.13 ms
[2021-12-27 04:25:58 main:574] : INFO : Epoch 1681 | loss: 0.0311453 | val_loss: 0.0311721 | Time: 4031 ms
[2021-12-27 04:26:02 main:574] : INFO : Epoch 1682 | loss: 0.0311452 | val_loss: 0.0311851 | Time: 4034.05 ms
[2021-12-27 04:26:06 main:574] : INFO : Epoch 1683 | loss: 0.0311435 | val_loss: 0.0311755 | Time: 4031.59 ms
[2021-12-27 04:26:10 main:574] : INFO : Epoch 1684 | loss: 0.0311367 | val_loss: 0.0311753 | Time: 4031.09 ms
[2021-12-27 04:26:14 main:574] : INFO : Epoch 1685 | loss: 0.0311421 | val_loss: 0.0311853 | Time: 4020.21 ms
[2021-12-27 04:26:18 main:574] : INFO : Epoch 1686 | loss: 0.031147 | val_loss: 0.0311753 | Time: 4022.81 ms
[2021-12-27 04:26:22 main:574] : INFO : Epoch 1687 | loss: 0.0311397 | val_loss: 0.0311842 | Time: 4010.33 ms
[2021-12-27 04:26:26 main:574] : INFO : Epoch 1688 | loss: 0.0311414 | val_loss: 0.0311821 | Time: 4039.05 ms
[2021-12-27 04:26:30 main:574] : INFO : Epoch 1689 | loss: 0.0311407 | val_loss: 0.0311789 | Time: 4024.3 ms
[2021-12-27 04:26:34 main:574] : INFO : Epoch 1690 | loss: 0.0311388 | val_loss: 0.031175 | Time: 4028.63 ms
[2021-12-27 04:26:38 main:574] : INFO : Epoch 1691 | loss: 0.0311432 | val_loss: 0.031178 | Time: 4012.47 ms
[2021-12-27 04:26:42 main:574] : INFO : Epoch 1692 | loss: 0.0311456 | val_loss: 0.0311725 | Time: 4028.91 ms
[2021-12-27 04:26:46 main:574] : INFO : Epoch 1693 | loss: 0.0311393 | val_loss: 0.0311828 | Time: 4022.24 ms
[2021-12-27 04:26:50 main:574] : INFO : Epoch 1694 | loss: 0.0311384 | val_loss: 0.0311793 | Time: 4025.36 ms
[2021-12-27 04:26:54 main:574] : INFO : Epoch 1695 | loss: 0.031139 | val_loss: 0.0311813 | Time: 4025.47 ms
[2021-12-27 04:26:58 main:574] : INFO : Epoch 1696 | loss: 0.031135 | val_loss: 0.0311809 | Time: 4041.19 ms
[2021-12-27 04:27:02 main:574] : INFO : Epoch 1697 | loss: 0.0311364 | val_loss: 0.031179 | Time: 4015.84 ms
[2021-12-27 04:27:06 main:574] : INFO : Epoch 1698 | loss: 0.0311389 | val_loss: 0.0311817 | Time: 4016.91 ms
[2021-12-27 04:27:10 main:574] : INFO : Epoch 1699 | loss: 0.0311559 | val_loss: 0.0311875 | Time: 4012.6 ms
[2021-12-27 04:27:14 main:574] : INFO : Epoch 1700 | loss: 0.031178 | val_loss: 0.0311943 | Time: 4029.45 ms
[2021-12-27 04:27:19 main:574] : INFO : Epoch 1701 | loss: 0.0311927 | val_loss: 0.0311922 | Time: 4025.98 ms
[2021-12-27 04:27:23 main:574] : INFO : Epoch 1702 | loss: 0.031182 | val_loss: 0.0311774 | Time: 4013.09 ms
[2021-12-27 04:27:27 main:574] : INFO : Epoch 1703 | loss: 0.0311761 | val_loss: 0.0311726 | Time: 4018.04 ms
[2021-12-27 04:27:31 main:574] : INFO : Epoch 1704 | loss: 0.0311697 | val_loss: 0.0311709 | Time: 4025.78 ms
[2021-12-27 04:27:35 main:574] : INFO : Epoch 1705 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 3998.07 ms
[2021-12-27 04:27:39 main:574] : INFO : Epoch 1706 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 4019.17 ms
[2021-12-27 04:27:43 main:574] : INFO : Epoch 1707 | loss: 0.0311632 | val_loss: 0.0311683 | Time: 4022.56 ms
[2021-12-27 04:27:47 main:574] : INFO : Epoch 1708 | loss: 0.0311647 | val_loss: 0.0311742 | Time: 4010.4 ms
[2021-12-27 04:27:51 main:574] : INFO : Epoch 1709 | loss: 0.0311654 | val_loss: 0.0311702 | Time: 4022.43 ms
[2021-12-27 04:27:55 main:574] : INFO : Epoch 1710 | loss: 0.0311612 | val_loss: 0.0311738 | Time: 4039.44 ms
[2021-12-27 04:27:59 main:574] : INFO : Epoch 1711 | loss: 0.0311617 | val_loss: 0.0311675 | Time: 4017.37 ms
[2021-12-27 04:28:03 main:574] : INFO : Epoch 1712 | loss: 0.0311586 | val_loss: 0.0311683 | Time: 4018.18 ms
[2021-12-27 04:28:07 main:574] : INFO : Epoch 1713 | loss: 0.0311561 | val_loss: 0.0311673 | Time: 4021.19 ms
[2021-12-27 04:28:11 main:574] : INFO : Epoch 1714 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 4012.52 ms
[2021-12-27 04:28:15 main:574] : INFO : Epoch 1715 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 4016.09 ms
[2021-12-27 04:28:19 main:574] : INFO : Epoch 1716 | loss: 0.0311553 | val_loss: 0.0311703 | Time: 4026.19 ms
[2021-12-27 04:28:23 main:574] : INFO : Epoch 1717 | loss: 0.0311565 | val_loss: 0.031174 | Time: 4021.68 ms
[2021-12-27 04:28:27 main:574] : INFO : Epoch 1718 | loss: 0.0311554 | val_loss: 0.0311685 | Time: 4020.69 ms
[2021-12-27 04:28:31 main:574] : INFO : Epoch 1719 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 4016.55 ms
[2021-12-27 04:28:35 main:574] : INFO : Epoch 1720 | loss: 0.0311518 | val_loss: 0.0311706 | Time: 4029.59 ms
[2021-12-27 04:28:39 main:574] : INFO : Epoch 1721 | loss: 0.0311519 | val_loss: 0.0311676 | Time: 4009.86 ms
[2021-12-27 04:28:43 main:574] : INFO : Epoch 1722 | loss: 0.0311515 | val_loss: 0.0311696 | Time: 4017.17 ms
[2021-12-27 04:28:47 main:574] : INFO : Epoch 1723 | loss: 0.0311525 | val_loss: 0.031171 | Time: 4017.36 ms
[2021-12-27 04:28:51 main:574] : INFO : Epoch 1724 | loss: 0.0311531 | val_loss: 0.0311728 | Time: 4053.17 ms
[2021-12-27 04:28:55 main:574] : INFO : Epoch 1725 | loss: 0.0311573 | val_loss: 0.0311848 | Time: 4020.01 ms
[2021-12-27 04:28:59 main:574] : INFO : Epoch 1726 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 4019.83 ms
[2021-12-27 04:29:03 main:574] : INFO : Epoch 1727 | loss: 0.0311495 | val_loss: 0.0311696 | Time: 4011.3 ms
[2021-12-27 04:29:07 main:574] : INFO : Epoch 1728 | loss: 0.031152 | val_loss: 0.031171 | Time: 4015.01 ms
[2021-12-27 04:29:11 main:574] : INFO : Epoch 1729 | loss: 0.0311515 | val_loss: 0.0311669 | Time: 4027.86 ms
[2021-12-27 04:29:15 main:574] : INFO : Epoch 1730 | loss: 0.0311494 | val_loss: 0.0311683 | Time: 4009.81 ms
[2021-12-27 04:29:19 main:574] : INFO : Epoch 1731 | loss: 0.0311505 | val_loss: 0.0311693 | Time: 4027.33 ms
[2021-12-27 04:29:23 main:574] : INFO : Epoch 1732 | loss: 0.0311484 | val_loss: 0.0311724 | Time: 4036.32 ms
[2021-12-27 04:29:27 main:574] : INFO : Epoch 1733 | loss: 0.0311479 | val_loss: 0.0311654 | Time: 4027.57 ms
[2021-12-27 04:29:31 main:574] : INFO : Epoch 1734 | loss: 0.0311502 | val_loss: 0.0311741 | Time: 4017.78 ms
[2021-12-27 04:29:35 main:574] : INFO : Epoch 1735 | loss: 0.0311505 | val_loss: 0.0311718 | Time: 4002.17 ms
[2021-12-27 04:29:39 main:574] : INFO : Epoch 1736 | loss: 0.0311465 | val_loss: 0.0311703 | Time: 4027.53 ms
[2021-12-27 04:29:43 main:574] : INFO : Epoch 1737 | loss: 0.03115 | val_loss: 0.0311712 | Time: 4020.94 ms
[2021-12-27 04:29:47 main:574] : INFO : Epoch 1738 | loss: 0.0311494 | val_loss: 0.0311721 | Time: 4027.76 ms
[2021-12-27 04:29:51 main:574] : INFO : Epoch 1739 | loss: 0.0311475 | val_loss: 0.0311678 | Time: 4032.87 ms
[2021-12-27 04:29:55 main:574] : INFO : Epoch 1740 | loss: 0.0311463 | val_loss: 0.0311701 | Time: 4023.62 ms
[2021-12-27 04:29:59 main:574] : INFO : Epoch 1741 | loss: 0.0311477 | val_loss: 0.0311714 | Time: 4016.61 ms
[2021-12-27 04:30:03 main:574] : INFO : Epoch 1742 | loss: 0.0311485 | val_loss: 0.031171 | Time: 4029.35 ms
[2021-12-27 04:30:08 main:574] : INFO : Epoch 1743 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 4014.63 ms
[2021-12-27 04:30:12 main:574] : INFO : Epoch 1744 | loss: 0.0311461 | val_loss: 0.0311689 | Time: 4025.18 ms
[2021-12-27 04:30:16 main:574] : INFO : Epoch 1745 | loss: 0.0311441 | val_loss: 0.0311698 | Time: 4016.84 ms
[2021-12-27 04:30:20 main:574] : INFO : Epoch 1746 | loss: 0.0311452 | val_loss: 0.0311713 | Time: 4030 ms
[2021-12-27 04:30:24 main:574] : INFO : Epoch 1747 | loss: 0.031144 | val_loss: 0.0311732 | Time: 4051.42 ms
[2021-12-27 04:30:28 main:574] : INFO : Epoch 1748 | loss: 0.0311433 | val_loss: 0.0311777 | Time: 4029.62 ms
[2021-12-27 04:30:32 main:574] : INFO : Epoch 1749 | loss: 0.0311456 | val_loss: 0.031169 | Time: 4014.84 ms
[2021-12-27 04:30:36 main:574] : INFO : Epoch 1750 | loss: 0.0311441 | val_loss: 0.0311746 | Time: 4024.18 ms
[2021-12-27 04:30:40 main:574] : INFO : Epoch 1751 | loss: 0.0311503 | val_loss: 0.0311855 | Time: 4018.91 ms
[2021-12-27 04:30:44 main:574] : INFO : Epoch 1752 | loss: 0.0311557 | val_loss: 0.0311796 | Time: 4033.44 ms
[2021-12-27 04:30:48 main:574] : INFO : Epoch 1753 | loss: 0.0311492 | val_loss: 0.0311752 | Time: 4045.54 ms
[2021-12-27 04:30:52 main:574] : INFO : Epoch 1754 | loss: 0.0311463 | val_loss: 0.0311716 | Time: 4027.34 ms
[2021-12-27 04:30:56 main:574] : INFO : Epoch 1755 | loss: 0.0311443 | val_loss: 0.0311735 | Time: 4006.39 ms
[2021-12-27 04:31:00 main:574] : INFO : Epoch 1756 | loss: 0.0311407 | val_loss: 0.031174 | Time: 4011.52 ms
[2021-12-27 04:31:04 main:574] : INFO : Epoch 1757 | loss: 0.0311391 | val_loss: 0.0311761 | Time: 4009.69 ms
[2021-12-27 04:31:08 main:574] : INFO : Epoch 1758 | loss: 0.0311391 | val_loss: 0.0311721 | Time: 4025.52 ms
[2021-12-27 04:31:12 main:574] : INFO : Epoch 1759 | loss: 0.0311426 | val_loss: 0.0311768 | Time: 4011.92 ms
[2021-12-27 04:31:16 main:574] : INFO : Epoch 1760 | loss: 0.0311438 | val_loss: 0.0311804 | Time: 4028.79 ms
[2021-12-27 04:31:20 main:574] : INFO : Epoch 1761 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 4015.41 ms
[2021-12-27 04:31:24 main:574] : INFO : Epoch 1762 | loss: 0.0311419 | val_loss: 0.0311772 | Time: 4018.21 ms
[2021-12-27 04:31:28 main:574] : INFO : Epoch 1763 | loss: 0.0311405 | val_loss: 0.031169 | Time: 4028.79 ms
[2021-12-27 04:31:32 main:574] : INFO : Epoch 1764 | loss: 0.0311385 | val_loss: 0.0311722 | Time: 4011.52 ms
[2021-12-27 04:31:36 main:574] : INFO : Epoch 1765 | loss: 0.031141 | val_loss: 0.0311755 | Time: 4014.08 ms
[2021-12-27 04:31:40 main:574] : INFO : Epoch 1766 | loss: 0.0311392 | val_loss: 0.0311756 | Time: 4017.82 ms
[2021-12-27 04:31:44 main:574] : INFO : Epoch 1767 | loss: 0.0311401 | val_loss: 0.0311721 | Time: 4037.59 ms
[2021-12-27 04:31:48 main:574] : INFO : Epoch 1768 | loss: 0.031142 | val_loss: 0.0311727 | Time: 4034.3 ms
[2021-12-27 04:31:52 main:574] : INFO : Epoch 1769 | loss: 0.0311384 | val_loss: 0.0311774 | Time: 4019.73 ms
[2021-12-27 04:31:56 main:574] : INFO : Epoch 1770 | loss: 0.0311357 | val_loss: 0.0311748 | Time: 4025.82 ms
[2021-12-27 04:32:00 main:574] : INFO : Epoch 1771 | loss: 0.0311377 | val_loss: 0.0311766 | Time: 4019.73 ms
[2021-12-27 04:32:04 main:574] : INFO : Epoch 1772 | loss: 0.0311445 | val_loss: 0.0311795 | Time: 4015.72 ms
[2021-12-27 04:32:08 main:574] : INFO : Epoch 1773 | loss: 0.0311415 | val_loss: 0.0311812 | Time: 4028.74 ms
[2021-12-27 04:32:12 main:574] : INFO : Epoch 1774 | loss: 0.0311431 | val_loss: 0.0311759 | Time: 4026.89 ms
[2021-12-27 04:32:16 main:574] : INFO : Epoch 1775 | loss: 0.0311399 | val_loss: 0.0311704 | Time: 4015.61 ms
[2021-12-27 04:32:20 main:574] : INFO : Epoch 1776 | loss: 0.0311381 | val_loss: 0.0311767 | Time: 4021.09 ms
[2021-12-27 04:32:24 main:574] : INFO : Epoch 1777 | loss: 0.0311362 | val_loss: 0.0311828 | Time: 4003.56 ms
[2021-12-27 04:32:28 main:574] : INFO : Epoch 1778 | loss: 0.0311375 | val_loss: 0.0311793 | Time: 4034.77 ms
[2021-12-27 04:32:32 main:574] : INFO : Epoch 1779 | loss: 0.0311378 | val_loss: 0.031183 | Time: 4010.74 ms
[2021-12-27 04:32:36 main:574] : INFO : Epoch 1780 | loss: 0.0311358 | val_loss: 0.0311745 | Time: 4025.2 ms
[2021-12-27 04:32:40 main:574] : INFO : Epoch 1781 | loss: 0.0311382 | val_loss: 0.0311813 | Time: 4026.48 ms
[2021-12-27 04:32:45 main:574] : INFO : Epoch 1782 | loss: 0.0311388 | val_loss: 0.0311737 | Time: 4032.6 ms
[2021-12-27 04:32:49 main:574] : INFO : Epoch 1783 | loss: 0.0311372 | val_loss: 0.0311777 | Time: 4016.68 ms
[2021-12-27 04:32:53 main:574] : INFO : Epoch 1784 | loss: 0.0311354 | val_loss: 0.0311754 | Time: 4028.01 ms
[2021-12-27 04:32:57 main:574] : INFO : Epoch 1785 | loss: 0.031133 | val_loss: 0.0311777 | Time: 4017.14 ms
[2021-12-27 04:33:01 main:574] : INFO : Epoch 1786 | loss: 0.0311324 | val_loss: 0.03118 | Time: 4017.46 ms
[2021-12-27 04:33:05 main:574] : INFO : Epoch 1787 | loss: 0.0311317 | val_loss: 0.0311765 | Time: 4011.63 ms
[2021-12-27 04:33:09 main:574] : INFO : Epoch 1788 | loss: 0.0311311 | val_loss: 0.0311739 | Time: 4013.69 ms
[2021-12-27 04:33:13 main:574] : INFO : Epoch 1789 | loss: 0.031133 | val_loss: 0.031178 | Time: 4012.1 ms
[2021-12-27 04:33:17 main:574] : INFO : Epoch 1790 | loss: 0.0311336 | val_loss: 0.0311765 | Time: 4012.35 ms
[2021-12-27 04:33:21 main:574] : INFO : Epoch 1791 | loss: 0.0311367 | val_loss: 0.0311751 | Time: 4009.01 ms
[2021-12-27 04:33:25 main:574] : INFO : Epoch 1792 | loss: 0.0311415 | val_loss: 0.0311703 | Time: 4016.55 ms
[2021-12-27 04:33:29 main:574] : INFO : Epoch 1793 | loss: 0.0311376 | val_loss: 0.0311823 | Time: 4008.54 ms
[2021-12-27 04:33:33 main:574] : INFO : Epoch 1794 | loss: 0.0311316 | val_loss: 0.0311744 | Time: 4011 ms
[2021-12-27 04:33:37 main:574] : INFO : Epoch 1795 | loss: 0.0311332 | val_loss: 0.0311725 | Time: 4018.13 ms
[2021-12-27 04:33:41 main:574] : INFO : Epoch 1796 | loss: 0.0311343 | val_loss: 0.031178 | Time: 4058.8 ms
[2021-12-27 04:33:45 main:574] : INFO : Epoch 1797 | loss: 0.0311344 | val_loss: 0.031178 | Time: 4024.43 ms
[2021-12-27 04:33:49 main:574] : INFO : Epoch 1798 | loss: 0.0311303 | val_loss: 0.0311744 | Time: 4025.56 ms
[2021-12-27 04:33:53 main:574] : INFO : Epoch 1799 | loss: 0.0311279 | val_loss: 0.0311858 | Time: 4015.74 ms
[2021-12-27 04:33:57 main:574] : INFO : Epoch 1800 | loss: 0.0311281 | val_loss: 0.0311779 | Time: 4021.04 ms
[2021-12-27 04:34:01 main:574] : INFO : Epoch 1801 | loss: 0.0311285 | val_loss: 0.0311845 | Time: 4024.46 ms
[2021-12-27 04:34:05 main:574] : INFO : Epoch 1802 | loss: 0.0311309 | val_loss: 0.0311782 | Time: 4012.31 ms
[2021-12-27 04:34:09 main:574] : INFO : Epoch 1803 | loss: 0.0311295 | val_loss: 0.0311772 | Time: 4020.94 ms
[2021-12-27 04:34:13 main:574] : INFO : Epoch 1804 | loss: 0.0311313 | val_loss: 0.0311801 | Time: 4073.81 ms
[2021-12-27 04:34:17 main:574] : INFO : Epoch 1805 | loss: 0.0311287 | val_loss: 0.0311791 | Time: 4019.47 ms
[2021-12-27 04:34:21 main:574] : INFO : Epoch 1806 | loss: 0.0311282 | val_loss: 0.03118 | Time: 4022.1 ms
[2021-12-27 04:34:25 main:574] : INFO : Epoch 1807 | loss: 0.0311277 | val_loss: 0.0311823 | Time: 4015.82 ms
[2021-12-27 04:34:29 main:574] : INFO : Epoch 1808 | loss: 0.0311301 | val_loss: 0.0311768 | Time: 4017.38 ms
[2021-12-27 04:34:33 main:574] : INFO : Epoch 1809 | loss: 0.0311275 | val_loss: 0.031181 | Time: 4008.32 ms
[2021-12-27 04:34:37 main:574] : INFO : Epoch 1810 | loss: 0.0311282 | val_loss: 0.0311885 | Time: 4040.91 ms
[2021-12-27 04:34:41 main:574] : INFO : Epoch 1811 | loss: 0.0311336 | val_loss: 0.031196 | Time: 4027.88 ms
[2021-12-27 04:34:45 main:574] : INFO : Epoch 1812 | loss: 0.0311359 | val_loss: 0.0311805 | Time: 4032.06 ms
[2021-12-27 04:34:49 main:574] : INFO : Epoch 1813 | loss: 0.0311297 | val_loss: 0.0311818 | Time: 4008.46 ms
[2021-12-27 04:34:53 main:574] : INFO : Epoch 1814 | loss: 0.031128 | val_loss: 0.0311838 | Time: 4017.11 ms
[2021-12-27 04:34:57 main:574] : INFO : Epoch 1815 | loss: 0.0311288 | val_loss: 0.0311896 | Time: 4010.42 ms
[2021-12-27 04:35:01 main:574] : INFO : Epoch 1816 | loss: 0.0311284 | val_loss: 0.0311822 | Time: 4030.85 ms
[2021-12-27 04:35:05 main:574] : INFO : Epoch 1817 | loss: 0.0311498 | val_loss: 0.0311783 | Time: 4019.58 ms
[2021-12-27 04:35:09 main:574] : INFO : Epoch 1818 | loss: 0.0311497 | val_loss: 0.0311729 | Time: 4034.05 ms
[2021-12-27 04:35:13 main:574] : INFO : Epoch 1819 | loss: 0.0311397 | val_loss: 0.0311826 | Time: 4008.77 ms
[2021-12-27 04:35:17 main:574] : INFO : Epoch 1820 | loss: 0.0311344 | val_loss: 0.0311771 | Time: 4016.91 ms
[2021-12-27 04:35:21 main:574] : INFO : Epoch 1821 | loss: 0.0311327 | val_loss: 0.0311756 | Time: 4018.45 ms
[2021-12-27 04:35:25 main:574] : INFO : Epoch 1822 | loss: 0.0311278 | val_loss: 0.0311812 | Time: 4013.64 ms
[2021-12-27 04:35:29 main:574] : INFO : Epoch 1823 | loss: 0.0311315 | val_loss: 0.031181 | Time: 4022.46 ms
[2021-12-27 04:35:34 main:574] : INFO : Epoch 1824 | loss: 0.0311392 | val_loss: 0.0311727 | Time: 4029.24 ms
[2021-12-27 04:35:38 main:574] : INFO : Epoch 1825 | loss: 0.0311345 | val_loss: 0.0311842 | Time: 4043.14 ms
[2021-12-27 04:35:42 main:574] : INFO : Epoch 1826 | loss: 0.0311298 | val_loss: 0.0311759 | Time: 4002.45 ms
[2021-12-27 04:35:46 main:574] : INFO : Epoch 1827 | loss: 0.03113 | val_loss: 0.0311805 | Time: 4024.71 ms
[2021-12-27 04:35:50 main:574] : INFO : Epoch 1828 | loss: 0.0311309 | val_loss: 0.0311769 | Time: 4033.16 ms
[2021-12-27 04:35:54 main:574] : INFO : Epoch 1829 | loss: 0.0311321 | val_loss: 0.0311781 | Time: 4016.34 ms
[2021-12-27 04:35:58 main:574] : INFO : Epoch 1830 | loss: 0.0311275 | val_loss: 0.0311797 | Time: 4026.59 ms
[2021-12-27 04:36:02 main:574] : INFO : Epoch 1831 | loss: 0.0311254 | val_loss: 0.0311822 | Time: 4010.69 ms
[2021-12-27 04:36:06 main:574] : INFO : Epoch 1832 | loss: 0.0311248 | val_loss: 0.031177 | Time: 4040.91 ms
[2021-12-27 04:36:10 main:574] : INFO : Epoch 1833 | loss: 0.0311254 | val_loss: 0.0311845 | Time: 4024.98 ms
[2021-12-27 04:36:14 main:574] : INFO : Epoch 1834 | loss: 0.031122 | val_loss: 0.0311767 | Time: 4017.72 ms
[2021-12-27 04:36:18 main:574] : INFO : Epoch 1835 | loss: 0.0311242 | val_loss: 0.0311887 | Time: 4022.88 ms
[2021-12-27 04:36:22 main:574] : INFO : Epoch 1836 | loss: 0.0311357 | val_loss: 0.0311763 | Time: 4020.23 ms
[2021-12-27 04:36:26 main:574] : INFO : Epoch 1837 | loss: 0.0311378 | val_loss: 0.0311774 | Time: 4051.78 ms
[2021-12-27 04:36:30 main:574] : INFO : Epoch 1838 | loss: 0.0311335 | val_loss: 0.0311823 | Time: 4024.98 ms
[2021-12-27 04:36:34 main:574] : INFO : Epoch 1839 | loss: 0.0311281 | val_loss: 0.0311796 | Time: 4042.07 ms
[2021-12-27 04:36:38 main:574] : INFO : Epoch 1840 | loss: 0.0311259 | val_loss: 0.0311837 | Time: 4020.92 ms
[2021-12-27 04:36:42 main:574] : INFO : Epoch 1841 | loss: 0.0311311 | val_loss: 0.0311759 | Time: 4021.49 ms
[2021-12-27 04:36:46 main:574] : INFO : Epoch 1842 | loss: 0.0311262 | val_loss: 0.0311854 | Time: 4002.09 ms
[2021-12-27 04:36:50 main:574] : INFO : Epoch 1843 | loss: 0.0311244 | val_loss: 0.0311891 | Time: 4024.92 ms
[2021-12-27 04:36:54 main:574] : INFO : Epoch 1844 | loss: 0.031127 | val_loss: 0.0311887 | Time: 4030.1 ms
[2021-12-27 04:36:58 main:574] : INFO : Epoch 1845 | loss: 0.0311267 | val_loss: 0.0311782 | Time: 4013.52 ms
[2021-12-27 04:37:02 main:574] : INFO : Epoch 1846 | loss: 0.0311262 | val_loss: 0.031195 | Time: 4027.85 ms
[2021-12-27 04:37:06 main:574] : INFO : Epoch 1847 | loss: 0.0311293 | val_loss: 0.0311864 | Time: 4018.95 ms
[2021-12-27 04:37:10 main:574] : INFO : Epoch 1848 | loss: 0.0311238 | val_loss: 0.0311798 | Time: 4026.91 ms
[2021-12-27 04:37:14 main:574] : INFO : Epoch 1849 | loss: 0.031125 | val_loss: 0.0311865 | Time: 4007.59 ms
[2021-12-27 04:37:18 main:574] : INFO : Epoch 1850 | loss: 0.0311243 | val_loss: 0.0311844 | Time: 4024.15 ms
[2021-12-27 04:37:22 main:574] : INFO : Epoch 1851 | loss: 0.0311277 | val_loss: 0.0311891 | Time: 4020.12 ms
[2021-12-27 04:37:26 main:574] : INFO : Epoch 1852 | loss: 0.0311272 | val_loss: 0.0311883 | Time: 4013.62 ms
[2021-12-27 04:37:30 main:574] : INFO : Epoch 1853 | loss: 0.0311239 | val_loss: 0.0311868 | Time: 4042.87 ms
[2021-12-27 04:37:34 main:574] : INFO : Epoch 1854 | loss: 0.0311244 | val_loss: 0.0311821 | Time: 4025.11 ms
[2021-12-27 04:37:38 main:574] : INFO : Epoch 1855 | loss: 0.0311248 | val_loss: 0.0311849 | Time: 4012.13 ms
[2021-12-27 04:37:42 main:574] : INFO : Epoch 1856 | loss: 0.0311226 | val_loss: 0.0311898 | Time: 4020.83 ms
[2021-12-27 04:37:46 main:574] : INFO : Epoch 1857 | loss: 0.0311208 | val_loss: 0.0311825 | Time: 4007.92 ms
[2021-12-27 04:37:50 main:574] : INFO : Epoch 1858 | loss: 0.0311215 | val_loss: 0.031194 | Time: 4018.33 ms
[2021-12-27 04:37:54 main:574] : INFO : Epoch 1859 | loss: 0.0311236 | val_loss: 0.031184 | Time: 4005.97 ms
[2021-12-27 04:37:58 main:574] : INFO : Epoch 1860 | loss: 0.0311362 | val_loss: 0.031184 | Time: 4029.08 ms
[2021-12-27 04:38:02 main:574] : INFO : Epoch 1861 | loss: 0.0311641 | val_loss: 0.0311759 | Time: 4018.8 ms
[2021-12-27 04:38:06 main:574] : INFO : Epoch 1862 | loss: 0.0311645 | val_loss: 0.0311719 | Time: 4011.85 ms
[2021-12-27 04:38:10 main:574] : INFO : Epoch 1863 | loss: 0.0311523 | val_loss: 0.031172 | Time: 4008.06 ms
[2021-12-27 04:38:14 main:574] : INFO : Epoch 1864 | loss: 0.0311449 | val_loss: 0.031172 | Time: 4015.73 ms
[2021-12-27 04:38:19 main:574] : INFO : Epoch 1865 | loss: 0.0311431 | val_loss: 0.0311735 | Time: 4025.79 ms
[2021-12-27 04:38:23 main:574] : INFO : Epoch 1866 | loss: 0.031138 | val_loss: 0.0311738 | Time: 4028.87 ms
[2021-12-27 04:38:27 main:574] : INFO : Epoch 1867 | loss: 0.0311353 | val_loss: 0.0311812 | Time: 4036.02 ms
[2021-12-27 04:38:31 main:574] : INFO : Epoch 1868 | loss: 0.0311364 | val_loss: 0.0311839 | Time: 4039.96 ms
[2021-12-27 04:38:35 main:574] : INFO : Epoch 1869 | loss: 0.0311361 | val_loss: 0.0311826 | Time: 4008.63 ms
[2021-12-27 04:38:39 main:574] : INFO : Epoch 1870 | loss: 0.0311372 | val_loss: 0.0311828 | Time: 4022.26 ms
[2021-12-27 04:38:43 main:574] : INFO : Epoch 1871 | loss: 0.0311342 | val_loss: 0.0311841 | Time: 4030.25 ms
[2021-12-27 04:38:47 main:574] : INFO : Epoch 1872 | loss: 0.031129 | val_loss: 0.0311803 | Time: 4018.73 ms
[2021-12-27 04:38:51 main:574] : INFO : Epoch 1873 | loss: 0.0311283 | val_loss: 0.0311858 | Time: 4014.02 ms
[2021-12-27 04:38:55 main:574] : INFO : Epoch 1874 | loss: 0.0311287 | val_loss: 0.0311815 | Time: 4012.81 ms
[2021-12-27 04:38:59 main:574] : INFO : Epoch 1875 | loss: 0.0311277 | val_loss: 0.0311831 | Time: 4002.46 ms
[2021-12-27 04:39:03 main:574] : INFO : Epoch 1876 | loss: 0.0311287 | val_loss: 0.0311788 | Time: 4026.03 ms
[2021-12-27 04:39:07 main:574] : INFO : Epoch 1877 | loss: 0.0311307 | val_loss: 0.0311799 | Time: 4018.93 ms
[2021-12-27 04:39:11 main:574] : INFO : Epoch 1878 | loss: 0.0311269 | val_loss: 0.0311869 | Time: 4020.72 ms
[2021-12-27 04:39:15 main:574] : INFO : Epoch 1879 | loss: 0.0311253 | val_loss: 0.0311888 | Time: 4013.47 ms
[2021-12-27 04:39:19 main:574] : INFO : Epoch 1880 | loss: 0.0311304 | val_loss: 0.031178 | Time: 4032.84 ms
[2021-12-27 04:39:23 main:574] : INFO : Epoch 1881 | loss: 0.0311299 | val_loss: 0.031183 | Time: 4018.12 ms
[2021-12-27 04:39:27 main:574] : INFO : Epoch 1882 | loss: 0.0311275 | val_loss: 0.0311804 | Time: 4048.46 ms
[2021-12-27 04:39:31 main:574] : INFO : Epoch 1883 | loss: 0.031125 | val_loss: 0.0311768 | Time: 4021.38 ms
[2021-12-27 04:39:35 main:574] : INFO : Epoch 1884 | loss: 0.031127 | val_loss: 0.0311912 | Time: 4024.91 ms
[2021-12-27 04:39:39 main:574] : INFO : Epoch 1885 | loss: 0.031124 | val_loss: 0.0311846 | Time: 4029.56 ms
[2021-12-27 04:39:43 main:574] : INFO : Epoch 1886 | loss: 0.0311238 | val_loss: 0.0311799 | Time: 4012.69 ms
[2021-12-27 04:39:47 main:574] : INFO : Epoch 1887 | loss: 0.0311236 | val_loss: 0.0311808 | Time: 4014.73 ms
[2021-12-27 04:39:51 main:574] : INFO : Epoch 1888 | loss: 0.0311245 | val_loss: 0.0311855 | Time: 4029.09 ms
[2021-12-27 04:39:55 main:574] : INFO : Epoch 1889 | loss: 0.0311265 | val_loss: 0.031175 | Time: 4022.38 ms
[2021-12-27 04:39:59 main:574] : INFO : Epoch 1890 | loss: 0.0311231 | val_loss: 0.0311859 | Time: 4017.65 ms
[2021-12-27 04:40:03 main:574] : INFO : Epoch 1891 | loss: 0.0311236 | val_loss: 0.0311939 | Time: 4021.52 ms
[2021-12-27 04:40:07 main:574] : INFO : Epoch 1892 | loss: 0.0311216 | val_loss: 0.0311803 | Time: 4019.24 ms
[2021-12-27 04:40:11 main:574] : INFO : Epoch 1893 | loss: 0.0311229 | val_loss: 0.0311892 | Time: 4022.9 ms
[2021-12-27 04:40:15 main:574] : INFO : Epoch 1894 | loss: 0.0311246 | val_loss: 0.0311836 | Time: 4018.37 ms
[2021-12-27 04:40:19 main:574] : INFO : Epoch 1895 | loss: 0.0311228 | val_loss: 0.0311875 | Time: 3999.75 ms
[2021-12-27 04:40:23 main:574] : INFO : Epoch 1896 | loss: 0.0311189 | val_loss: 0.0311799 | Time: 4048.86 ms
[2021-12-27 04:40:27 main:574] : INFO : Epoch 1897 | loss: 0.0311225 | val_loss: 0.0311801 | Time: 4013.96 ms
[2021-12-27 04:40:31 main:574] : INFO : Epoch 1898 | loss: 0.0311242 | val_loss: 0.0311777 | Time: 4026.71 ms
[2021-12-27 04:40:35 main:574] : INFO : Epoch 1899 | loss: 0.0311225 | val_loss: 0.0311812 | Time: 4020.77 ms
[2021-12-27 04:40:39 main:574] : INFO : Epoch 1900 | loss: 0.031124 | val_loss: 0.031191 | Time: 4058.47 ms
[2021-12-27 04:40:43 main:574] : INFO : Epoch 1901 | loss: 0.0311236 | val_loss: 0.0311763 | Time: 4018.92 ms
[2021-12-27 04:40:47 main:574] : INFO : Epoch 1902 | loss: 0.0311254 | val_loss: 0.0311892 | Time: 4031 ms
[2021-12-27 04:40:52 main:574] : INFO : Epoch 1903 | loss: 0.0311237 | val_loss: 0.0311814 | Time: 4026.22 ms
[2021-12-27 04:40:56 main:574] : INFO : Epoch 1904 | loss: 0.0311191 | val_loss: 0.031185 | Time: 4014.14 ms
[2021-12-27 04:41:00 main:574] : INFO : Epoch 1905 | loss: 0.0311173 | val_loss: 0.0311945 | Time: 4023.13 ms
[2021-12-27 04:41:04 main:574] : INFO : Epoch 1906 | loss: 0.0311192 | val_loss: 0.0311866 | Time: 4010.36 ms
[2021-12-27 04:41:08 main:574] : INFO : Epoch 1907 | loss: 0.0311195 | val_loss: 0.0311798 | Time: 4026.93 ms
[2021-12-27 04:41:12 main:574] : INFO : Epoch 1908 | loss: 0.0311186 | val_loss: 0.0311866 | Time: 4003.22 ms
[2021-12-27 04:41:16 main:574] : INFO : Epoch 1909 | loss: 0.0311215 | val_loss: 0.0311832 | Time: 4024.32 ms
[2021-12-27 04:41:20 main:574] : INFO : Epoch 1910 | loss: 0.0311203 | val_loss: 0.0311934 | Time: 4029.69 ms
[2021-12-27 04:41:24 main:574] : INFO : Epoch 1911 | loss: 0.0311221 | val_loss: 0.0311804 | Time: 4033.44 ms
[2021-12-27 04:41:28 main:574] : INFO : Epoch 1912 | loss: 0.0311265 | val_loss: 0.0311892 | Time: 4003.82 ms
[2021-12-27 04:41:32 main:574] : INFO : Epoch 1913 | loss: 0.0311324 | val_loss: 0.0311759 | Time: 4030.46 ms
[2021-12-27 04:41:36 main:574] : INFO : Epoch 1914 | loss: 0.0311308 | val_loss: 0.0311775 | Time: 4028.96 ms
[2021-12-27 04:41:40 main:574] : INFO : Epoch 1915 | loss: 0.0311268 | val_loss: 0.0311874 | Time: 4021.47 ms
[2021-12-27 04:41:44 main:574] : INFO : Epoch 1916 | loss: 0.0311405 | val_loss: 0.0311693 | Time: 4019.7 ms
[2021-12-27 04:41:48 main:574] : INFO : Epoch 1917 | loss: 0.0311367 | val_loss: 0.0311736 | Time: 4008.6 ms
[2021-12-27 04:41:52 main:574] : INFO : Epoch 1918 | loss: 0.0311328 | val_loss: 0.0311761 | Time: 4022.82 ms
[2021-12-27 04:41:56 main:574] : INFO : Epoch 1919 | loss: 0.0311289 | val_loss: 0.0311749 | Time: 4022.9 ms
[2021-12-27 04:42:00 main:574] : INFO : Epoch 1920 | loss: 0.0311261 | val_loss: 0.0311832 | Time: 4024.67 ms
[2021-12-27 04:42:04 main:574] : INFO : Epoch 1921 | loss: 0.0311225 | val_loss: 0.0311846 | Time: 4024.46 ms
[2021-12-27 04:42:08 main:574] : INFO : Epoch 1922 | loss: 0.0311206 | val_loss: 0.0311802 | Time: 4012.18 ms
[2021-12-27 04:42:12 main:574] : INFO : Epoch 1923 | loss: 0.0311188 | val_loss: 0.0311857 | Time: 4021.88 ms
[2021-12-27 04:42:16 main:574] : INFO : Epoch 1924 | loss: 0.0311187 | val_loss: 0.031183 | Time: 4026.69 ms
[2021-12-27 04:42:20 main:574] : INFO : Epoch 1925 | loss: 0.0311215 | val_loss: 0.0311833 | Time: 4049.38 ms
[2021-12-27 04:42:24 main:574] : INFO : Epoch 1926 | loss: 0.0311209 | val_loss: 0.0311835 | Time: 4017.9 ms
[2021-12-27 04:42:28 main:574] : INFO : Epoch 1927 | loss: 0.0311229 | val_loss: 0.0311788 | Time: 4007.48 ms
[2021-12-27 04:42:32 main:574] : INFO : Epoch 1928 | loss: 0.0311203 | val_loss: 0.0311879 | Time: 4012.68 ms
[2021-12-27 04:42:36 main:574] : INFO : Epoch 1929 | loss: 0.031119 | val_loss: 0.0311874 | Time: 4033.69 ms
[2021-12-27 04:42:40 main:574] : INFO : Epoch 1930 | loss: 0.0311157 | val_loss: 0.0311888 | Time: 4004.66 ms
[2021-12-27 04:42:44 main:574] : INFO : Epoch 1931 | loss: 0.0311173 | val_loss: 0.0311882 | Time: 4024.61 ms
[2021-12-27 04:42:48 main:574] : INFO : Epoch 1932 | loss: 0.0311192 | val_loss: 0.0311812 | Time: 4011.67 ms
[2021-12-27 04:42:52 main:574] : INFO : Epoch 1933 | loss: 0.0311201 | val_loss: 0.0311795 | Time: 4018.22 ms
[2021-12-27 04:42:56 main:574] : INFO : Epoch 1934 | loss: 0.0311186 | val_loss: 0.0311869 | Time: 4014.64 ms
[2021-12-27 04:43:00 main:574] : INFO : Epoch 1935 | loss: 0.0311202 | val_loss: 0.0311786 | Time: 4018.71 ms
[2021-12-27 04:43:04 main:574] : INFO : Epoch 1936 | loss: 0.0311356 | val_loss: 0.0311849 | Time: 4013.31 ms
[2021-12-27 04:43:08 main:574] : INFO : Epoch 1937 | loss: 0.0311338 | val_loss: 0.0311854 | Time: 4008 ms
[2021-12-27 04:43:12 main:574] : INFO : Epoch 1938 | loss: 0.0311263 | val_loss: 0.0311765 | Time: 4014.54 ms
[2021-12-27 04:43:16 main:574] : INFO : Epoch 1939 | loss: 0.0311197 | val_loss: 0.031185 | Time: 4031.56 ms
[2021-12-27 04:43:20 main:574] : INFO : Epoch 1940 | loss: 0.0311177 | val_loss: 0.0311818 | Time: 4019.62 ms
[2021-12-27 04:43:24 main:574] : INFO : Epoch 1941 | loss: 0.0311193 | val_loss: 0.0311794 | Time: 4012.09 ms
[2021-12-27 04:43:28 main:574] : INFO : Epoch 1942 | loss: 0.0311239 | val_loss: 0.0311883 | Time: 4026.96 ms
[2021-12-27 04:43:32 main:574] : INFO : Epoch 1943 | loss: 0.0311186 | val_loss: 0.0311766 | Time: 4010.57 ms
[2021-12-27 04:43:36 main:574] : INFO : Epoch 1944 | loss: 0.0311154 | val_loss: 0.0311849 | Time: 4010.83 ms
[2021-12-27 04:43:40 main:574] : INFO : Epoch 1945 | loss: 0.031117 | val_loss: 0.031196 | Time: 4030.06 ms
[2021-12-27 04:43:44 main:574] : INFO : Epoch 1946 | loss: 0.03112 | val_loss: 0.0311818 | Time: 4022.48 ms
[2021-12-27 04:43:49 main:574] : INFO : Epoch 1947 | loss: 0.0311177 | val_loss: 0.031194 | Time: 4017.37 ms
[2021-12-27 04:43:53 main:574] : INFO : Epoch 1948 | loss: 0.0311198 | val_loss: 0.0311752 | Time: 4012.97 ms
[2021-12-27 04:43:57 main:574] : INFO : Epoch 1949 | loss: 0.0311206 | val_loss: 0.0311882 | Time: 4016.47 ms
[2021-12-27 04:44:01 main:574] : INFO : Epoch 1950 | loss: 0.031133 | val_loss: 0.0311774 | Time: 4025.54 ms
[2021-12-27 04:44:05 main:574] : INFO : Epoch 1951 | loss: 0.0311312 | val_loss: 0.0311784 | Time: 4032.06 ms
[2021-12-27 04:44:09 main:574] : INFO : Epoch 1952 | loss: 0.0311267 | val_loss: 0.0311876 | Time: 4008.61 ms
[2021-12-27 04:44:13 main:574] : INFO : Epoch 1953 | loss: 0.0311255 | val_loss: 0.0311779 | Time: 4024.48 ms
[2021-12-27 04:44:17 main:574] : INFO : Epoch 1954 | loss: 0.0311205 | val_loss: 0.0311801 | Time: 4020.81 ms
[2021-12-27 04:44:21 main:574] : INFO : Epoch 1955 | loss: 0.0311183 | val_loss: 0.0311802 | Time: 4009.35 ms
[2021-12-27 04:44:25 main:574] : INFO : Epoch 1956 | loss: 0.0311197 | val_loss: 0.0311822 | Time: 4011.12 ms
[2021-12-27 04:44:29 main:574] : INFO : Epoch 1957 | loss: 0.0311162 | val_loss: 0.0311881 | Time: 4019.33 ms
[2021-12-27 04:44:33 main:574] : INFO : Epoch 1958 | loss: 0.0311173 | val_loss: 0.0311768 | Time: 4011.74 ms
[2021-12-27 04:44:37 main:574] : INFO : Epoch 1959 | loss: 0.0311195 | val_loss: 0.0311847 | Time: 4017.01 ms
[2021-12-27 04:44:41 main:574] : INFO : Epoch 1960 | loss: 0.0311196 | val_loss: 0.031184 | Time: 4009.75 ms
[2021-12-27 04:44:45 main:574] : INFO : Epoch 1961 | loss: 0.0311261 | val_loss: 0.0311839 | Time: 4013.11 ms
[2021-12-27 04:44:49 main:574] : INFO : Epoch 1962 | loss: 0.031126 | val_loss: 0.0311862 | Time: 4026.7 ms
[2021-12-27 04:44:53 main:574] : INFO : Epoch 1963 | loss: 0.0311246 | val_loss: 0.0311825 | Time: 4020.6 ms
[2021-12-27 04:44:57 main:574] : INFO : Epoch 1964 | loss: 0.0311244 | val_loss: 0.031182 | Time: 4009.86 ms
[2021-12-27 04:45:01 main:574] : INFO : Epoch 1965 | loss: 0.0311204 | val_loss: 0.031196 | Time: 4019.99 ms
[2021-12-27 04:45:05 main:574] : INFO : Epoch 1966 | loss: 0.0311169 | val_loss: 0.0311826 | Time: 4020.83 ms
[2021-12-27 04:45:09 main:574] : INFO : Epoch 1967 | loss: 0.0311124 | val_loss: 0.0311828 | Time: 4032.12 ms
[2021-12-27 04:45:13 main:574] : INFO : Epoch 1968 | loss: 0.0311146 | val_loss: 0.0311893 | Time: 4030.09 ms
[2021-12-27 04:45:17 main:574] : INFO : Epoch 1969 | loss: 0.0311142 | val_loss: 0.0311829 | Time: 4017.19 ms
[2021-12-27 04:45:21 main:574] : INFO : Epoch 1970 | loss: 0.0311158 | val_loss: 0.0311784 | Time: 4015.22 ms
[2021-12-27 04:45:25 main:574] : INFO : Epoch 1971 | loss: 0.0311177 | val_loss: 0.031184 | Time: 4030.27 ms
[2021-12-27 04:45:29 main:574] : INFO : Epoch 1972 | loss: 0.0311141 | val_loss: 0.0311827 | Time: 4010.13 ms
[2021-12-27 04:45:33 main:574] : INFO : Epoch 1973 | loss: 0.031117 | val_loss: 0.0311862 | Time: 4006.66 ms
[2021-12-27 04:45:37 main:574] : INFO : Epoch 1974 | loss: 0.0311141 | val_loss: 0.0311856 | Time: 4018.05 ms
[2021-12-27 04:45:41 main:574] : INFO : Epoch 1975 | loss: 0.0311143 | val_loss: 0.0311874 | Time: 4016.32 ms
[2021-12-27 04:45:45 main:574] : INFO : Epoch 1976 | loss: 0.0311119 | val_loss: 0.031191 | Time: 4020.89 ms
[2021-12-27 04:45:49 main:574] : INFO : Epoch 1977 | loss: 0.0311225 | val_loss: 0.0311852 | Time: 4015.61 ms
[2021-12-27 04:45:53 main:574] : INFO : Epoch 1978 | loss: 0.031121 | val_loss: 0.0311888 | Time: 4016.22 ms
[2021-12-27 04:45:57 main:574] : INFO : Epoch 1979 | loss: 0.0311134 | val_loss: 0.0311795 | Time: 4023.54 ms
[2021-12-27 04:46:01 main:574] : INFO : Epoch 1980 | loss: 0.0311164 | val_loss: 0.0311852 | Time: 4013.32 ms
[2021-12-27 04:46:05 main:574] : INFO : Epoch 1981 | loss: 0.0311155 | val_loss: 0.0311823 | Time: 4026.17 ms
[2021-12-27 04:46:09 main:574] : INFO : Epoch 1982 | loss: 0.0311146 | val_loss: 0.0311883 | Time: 4025.68 ms
[2021-12-27 04:46:13 main:574] : INFO : Epoch 1983 | loss: 0.0311123 | val_loss: 0.0311853 | Time: 4017.57 ms
[2021-12-27 04:46:17 main:574] : INFO : Epoch 1984 | loss: 0.0311149 | val_loss: 0.0311877 | Time: 4004.88 ms
[2021-12-27 04:46:21 main:574] : INFO : Epoch 1985 | loss: 0.0311132 | val_loss: 0.0311893 | Time: 3997.91 ms
[2021-12-27 04:46:25 main:574] : INFO : Epoch 1986 | loss: 0.0311163 | val_loss: 0.0311978 | Time: 4016.99 ms
[2021-12-27 04:46:29 main:574] : INFO : Epoch 1987 | loss: 0.0311523 | val_loss: 0.0311864 | Time: 4013.96 ms
[2021-12-27 04:46:33 main:574] : INFO : Epoch 1988 | loss: 0.0311844 | val_loss: 0.0311962 | Time: 4012.66 ms
[2021-12-27 04:46:37 main:574] : INFO : Epoch 1989 | loss: 0.0311986 | val_loss: 0.0312711 | Time: 4021.81 ms
[2021-12-27 04:46:41 main:574] : INFO : Epoch 1990 | loss: 0.0312249 | val_loss: 0.0312048 | Time: 4006.25 ms
[2021-12-27 04:46:45 main:574] : INFO : Epoch 1991 | loss: 0.0312029 | val_loss: 0.0311812 | Time: 4014.23 ms
[2021-12-27 04:46:49 main:574] : INFO : Epoch 1992 | loss: 0.0311788 | val_loss: 0.0311783 | Time: 4018.92 ms
[2021-12-27 04:46:53 main:574] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.0311793 | Time: 4013.33 ms
[2021-12-27 04:46:57 main:574] : INFO : Epoch 1994 | loss: 0.0311778 | val_loss: 0.0311747 | Time: 4003.32 ms
[2021-12-27 04:47:01 main:574] : INFO : Epoch 1995 | loss: 0.0311722 | val_loss: 0.0311741 | Time: 4010.8 ms
[2021-12-27 04:47:05 main:574] : INFO : Epoch 1996 | loss: 0.0311725 | val_loss: 0.0311752 | Time: 4035.02 ms
[2021-12-27 04:47:10 main:574] : INFO : Epoch 1997 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 4020.17 ms
[2021-12-27 04:47:14 main:574] : INFO : Epoch 1998 | loss: 0.0311706 | val_loss: 0.0311738 | Time: 4010.1 ms
[2021-12-27 04:47:18 main:574] : INFO : Epoch 1999 | loss: 0.0311707 | val_loss: 0.0311739 | Time: 4007.37 ms
[2021-12-27 04:47:22 main:574] : INFO : Epoch 2000 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 3995.74 ms
[2021-12-27 04:47:26 main:574] : INFO : Epoch 2001 | loss: 0.031168 | val_loss: 0.0311755 | Time: 4016.31 ms
[2021-12-27 04:47:30 main:574] : INFO : Epoch 2002 | loss: 0.0311682 | val_loss: 0.0311721 | Time: 4013.3 ms
[2021-12-27 04:47:34 main:574] : INFO : Epoch 2003 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 4024.01 ms
[2021-12-27 04:47:38 main:574] : INFO : Epoch 2004 | loss: 0.0311701 | val_loss: 0.0311738 | Time: 3997.62 ms
[2021-12-27 04:47:42 main:574] : INFO : Epoch 2005 | loss: 0.0311702 | val_loss: 0.0311777 | Time: 4010.39 ms
[2021-12-27 04:47:46 main:574] : INFO : Epoch 2006 | loss: 0.0311683 | val_loss: 0.031176 | Time: 4007.67 ms
[2021-12-27 04:47:50 main:574] : INFO : Epoch 2007 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 4023.03 ms
[2021-12-27 04:47:54 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 4015.41 ms
[2021-12-27 04:47:58 main:574] : INFO : Epoch 2009 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 4018.84 ms
[2021-12-27 04:48:02 main:574] : INFO : Epoch 2010 | loss: 0.0311678 | val_loss: 0.031174 | Time: 4029.87 ms
[2021-12-27 04:48:06 main:574] : INFO : Epoch 2011 | loss: 0.0311648 | val_loss: 0.0311732 | Time: 4029.17 ms
[2021-12-27 04:48:10 main:574] : INFO : Epoch 2012 | loss: 0.0311668 | val_loss: 0.0311734 | Time: 4005.84 ms
[2021-12-27 04:48:14 main:574] : INFO : Epoch 2013 | loss: 0.0311655 | val_loss: 0.0311725 | Time: 4019.58 ms
[2021-12-27 04:48:18 main:574] : INFO : Epoch 2014 | loss: 0.0311644 | val_loss: 0.031174 | Time: 4011.88 ms
[2021-12-27 04:48:22 main:574] : INFO : Epoch 2015 | loss: 0.0311631 | val_loss: 0.031173 | Time: 4011.33 ms
[2021-12-27 04:48:26 main:574] : INFO : Epoch 2016 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 4014.11 ms
[2021-12-27 04:48:30 main:574] : INFO : Epoch 2017 | loss: 0.0311634 | val_loss: 0.031176 | Time: 4012.62 ms
[2021-12-27 04:48:34 main:574] : INFO : Epoch 2018 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 4022.52 ms
[2021-12-27 04:48:38 main:574] : INFO : Epoch 2019 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 4021.05 ms
[2021-12-27 04:48:42 main:574] : INFO : Epoch 2020 | loss: 0.031162 | val_loss: 0.0311767 | Time: 4013.68 ms
[2021-12-27 04:48:46 main:574] : INFO : Epoch 2021 | loss: 0.031168 | val_loss: 0.0311796 | Time: 4011.45 ms
[2021-12-27 04:48:50 main:574] : INFO : Epoch 2022 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 4028.38 ms
[2021-12-27 04:48:54 main:574] : INFO : Epoch 2023 | loss: 0.0311646 | val_loss: 0.0311718 | Time: 4014.8 ms
[2021-12-27 04:48:58 main:574] : INFO : Epoch 2024 | loss: 0.0311623 | val_loss: 0.0311757 | Time: 4014.05 ms
[2021-12-27 04:49:02 main:574] : INFO : Epoch 2025 | loss: 0.0311621 | val_loss: 0.0311725 | Time: 4047.39 ms
[2021-12-27 04:49:06 main:574] : INFO : Epoch 2026 | loss: 0.0311624 | val_loss: 0.0311751 | Time: 4013.75 ms
[2021-12-27 04:49:10 main:574] : INFO : Epoch 2027 | loss: 0.0311605 | val_loss: 0.0311708 | Time: 4021.55 ms
[2021-12-27 04:49:14 main:574] : INFO : Epoch 2028 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 4004.41 ms
[2021-12-27 04:49:18 main:574] : INFO : Epoch 2029 | loss: 0.0311596 | val_loss: 0.0311725 | Time: 4029.57 ms
[2021-12-27 04:49:22 main:574] : INFO : Epoch 2030 | loss: 0.0311593 | val_loss: 0.0311761 | Time: 4008.96 ms
[2021-12-27 04:49:26 main:574] : INFO : Epoch 2031 | loss: 0.0311614 | val_loss: 0.0311787 | Time: 4021.01 ms
[2021-12-27 04:49:30 main:574] : INFO : Epoch 2032 | loss: 0.0311646 | val_loss: 0.031171 | Time: 4017.3 ms
[2021-12-27 04:49:34 main:574] : INFO : Epoch 2033 | loss: 0.0311607 | val_loss: 0.0311821 | Time: 4014.07 ms
[2021-12-27 04:49:38 main:574] : INFO : Epoch 2034 | loss: 0.0311589 | val_loss: 0.0311742 | Time: 4011.07 ms
[2021-12-27 04:49:42 main:574] : INFO : Epoch 2035 | loss: 0.0311576 | val_loss: 0.0311748 | Time: 4012 ms
[2021-12-27 04:49:46 main:574] : INFO : Epoch 2036 | loss: 0.0311575 | val_loss: 0.0311765 | Time: 4019.79 ms
[2021-12-27 04:49:50 main:574] : INFO : Epoch 2037 | loss: 0.0311597 | val_loss: 0.0311746 | Time: 4017.66 ms
[2021-12-27 04:49:54 main:574] : INFO : Epoch 2038 | loss: 0.0311576 | val_loss: 0.0311744 | Time: 4013.4 ms
[2021-12-27 04:49:58 main:574] : INFO : Epoch 2039 | loss: 0.0311565 | val_loss: 0.0311733 | Time: 4036.61 ms
[2021-12-27 04:50:02 main:574] : INFO : Epoch 2040 | loss: 0.0311569 | val_loss: 0.0311726 | Time: 4023.82 ms
[2021-12-27 04:50:06 main:574] : INFO : Epoch 2041 | loss: 0.0311572 | val_loss: 0.0311796 | Time: 4008.76 ms
[2021-12-27 04:50:10 main:574] : INFO : Epoch 2042 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 4018.42 ms
[2021-12-27 04:50:14 main:574] : INFO : Epoch 2043 | loss: 0.0311634 | val_loss: 0.0311777 | Time: 4007.67 ms
[2021-12-27 04:50:18 main:574] : INFO : Epoch 2044 | loss: 0.0311619 | val_loss: 0.0311837 | Time: 4008.69 ms
[2021-12-27 04:50:22 main:574] : INFO : Epoch 2045 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 4026.37 ms
[2021-12-27 04:50:26 main:574] : INFO : Epoch 2046 | loss: 0.0311589 | val_loss: 0.0311757 | Time: 4020.03 ms
[2021-12-27 04:50:30 main:574] : INFO : Epoch 2047 | loss: 0.0311572 | val_loss: 0.0311774 | Time: 4016.44 ms
[2021-12-27 04:50:34 main:574] : INFO : Epoch 2048 | loss: 0.0311602 | val_loss: 0.031178 | Time: 4008.97 ms
[2021-12-27 04:50:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031178
[2021-12-27 04:50:34 main:603] : INFO : Saving end state to config to file
[2021-12-27 04:50:34 main:608] : INFO : Success, exiting..
04:50:34 (9484): 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)