Task 10002661
| Name | ParityModified-1639949780-7320-0_0 |
| Workunit | 7381544 |
| Created | 19 Dec 2021, 21:36:23 UTC |
| Sent | 26 Dec 2021, 20:42:23 UTC |
| Report deadline | 3 Jan 2022, 20:42:23 UTC |
| Received | 27 Dec 2021, 14:22:40 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 54 min 41 sec |
| CPU time | 53 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 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: 0.0311305 | val_loss: 0.0311638 | Time: 1522.86 ms
[2021-12-27 15:09:31 main:574] : INFO : Epoch 1543 | loss: 0.0311298 | val_loss: 0.0311692 | Time: 1523.25 ms
[2021-12-27 15:09:33 main:574] : INFO : Epoch 1544 | loss: 0.0311275 | val_loss: 0.0311714 | Time: 1520.91 ms
[2021-12-27 15:09:34 main:574] : INFO : Epoch 1545 | loss: 0.0311275 | val_loss: 0.0311762 | Time: 1522.21 ms
[2021-12-27 15:09:36 main:574] : INFO : Epoch 1546 | loss: 0.0311302 | val_loss: 0.0311731 | Time: 1517.9 ms
[2021-12-27 15:09:37 main:574] : INFO : Epoch 1547 | loss: 0.03113 | val_loss: 0.0311638 | Time: 1523.43 ms
[2021-12-27 15:09:39 main:574] : INFO : Epoch 1548 | loss: 0.0311311 | val_loss: 0.031169 | Time: 1521.69 ms
[2021-12-27 15:09:40 main:574] : INFO : Epoch 1549 | loss: 0.0311285 | val_loss: 0.0311672 | Time: 1521.45 ms
[2021-12-27 15:09:42 main:574] : INFO : Epoch 1550 | loss: 0.0311283 | val_loss: 0.0311756 | Time: 1519.46 ms
[2021-12-27 15:09:44 main:574] : INFO : Epoch 1551 | loss: 0.0311271 | val_loss: 0.0311753 | Time: 1518.15 ms
[2021-12-27 15:09:45 main:574] : INFO : Epoch 1552 | loss: 0.0311273 | val_loss: 0.0311712 | Time: 1519.09 ms
[2021-12-27 15:09:47 main:574] : INFO : Epoch 1553 | loss: 0.0311292 | val_loss: 0.0311761 | Time: 1520.01 ms
[2021-12-27 15:09:48 main:574] : INFO : Epoch 1554 | loss: 0.0311318 | val_loss: 0.0311682 | Time: 1522.51 ms
[2021-12-27 15:09:50 main:574] : INFO : Epoch 1555 | loss: 0.0311366 | val_loss: 0.0311724 | Time: 1519.64 ms
[2021-12-27 15:09:51 main:574] : INFO : Epoch 1556 | loss: 0.0311312 | val_loss: 0.0311679 | Time: 1522.21 ms
[2021-12-27 15:09:53 main:574] : INFO : Epoch 1557 | loss: 0.0311271 | val_loss: 0.0311732 | Time: 1521.85 ms
[2021-12-27 15:09:54 main:574] : INFO : Epoch 1558 | loss: 0.0311271 | val_loss: 0.0311701 | Time: 1516.42 ms
[2021-12-27 15:09:56 main:574] : INFO : Epoch 1559 | loss: 0.0311275 | val_loss: 0.0311693 | Time: 1522.93 ms
[2021-12-27 15:09:57 main:574] : INFO : Epoch 1560 | loss: 0.0311261 | val_loss: 0.0311716 | Time: 1518.98 ms
[2021-12-27 15:09:59 main:574] : INFO : Epoch 1561 | loss: 0.0311245 | val_loss: 0.0311718 | Time: 1526.04 ms
[2021-12-27 15:10:00 main:574] : INFO : Epoch 1562 | loss: 0.0311251 | val_loss: 0.0311676 | Time: 1524.09 ms
[2021-12-27 15:10:02 main:574] : INFO : Epoch 1563 | loss: 0.0311332 | val_loss: 0.0311668 | Time: 1522.34 ms
[2021-12-27 15:10:03 main:574] : INFO : Epoch 1564 | loss: 0.0311373 | val_loss: 0.03117 | Time: 1518.33 ms
[2021-12-27 15:10:05 main:574] : INFO : Epoch 1565 | loss: 0.031131 | val_loss: 0.0311734 | Time: 1524.27 ms
[2021-12-27 15:10:06 main:574] : INFO : Epoch 1566 | loss: 0.0311338 | val_loss: 0.0311732 | Time: 1520.4 ms
[2021-12-27 15:10:08 main:574] : INFO : Epoch 1567 | loss: 0.0311313 | val_loss: 0.0311726 | Time: 1519.75 ms
[2021-12-27 15:10:09 main:574] : INFO : Epoch 1568 | loss: 0.0311276 | val_loss: 0.0311707 | Time: 1522.26 ms
[2021-12-27 15:10:11 main:574] : INFO : Epoch 1569 | loss: 0.0311267 | val_loss: 0.031177 | Time: 1523.65 ms
[2021-12-27 15:10:12 main:574] : INFO : Epoch 1570 | loss: 0.0311278 | val_loss: 0.0311751 | Time: 1521.46 ms
[2021-12-27 15:10:14 main:574] : INFO : Epoch 1571 | loss: 0.0311243 | val_loss: 0.0311728 | Time: 1524.16 ms
[2021-12-27 15:10:16 main:574] : INFO : Epoch 1572 | loss: 0.0311232 | val_loss: 0.0311775 | Time: 1520.85 ms
[2021-12-27 15:10:17 main:574] : INFO : Epoch 1573 | loss: 0.0311218 | val_loss: 0.031181 | Time: 1524.14 ms
[2021-12-27 15:10:19 main:574] : INFO : Epoch 1574 | loss: 0.0311238 | val_loss: 0.0311695 | Time: 1523.67 ms
[2021-12-27 15:10:20 main:574] : INFO : Epoch 1575 | loss: 0.0311277 | val_loss: 0.0311731 | Time: 1522.4 ms
[2021-12-27 15:10:22 main:574] : INFO : Epoch 1576 | loss: 0.0311306 | val_loss: 0.031178 | Time: 1523.08 ms
[2021-12-27 15:10:23 main:574] : INFO : Epoch 1577 | loss: 0.0311304 | val_loss: 0.0311717 | Time: 1522.14 ms
[2021-12-27 15:10:25 main:574] : INFO : Epoch 1578 | loss: 0.0311244 | val_loss: 0.0311763 | Time: 1523.67 ms
[2021-12-27 15:10:26 main:574] : INFO : Epoch 1579 | loss: 0.0311231 | val_loss: 0.0311679 | Time: 1520.89 ms
[2021-12-27 15:10:28 main:574] : INFO : Epoch 1580 | loss: 0.0311282 | val_loss: 0.0311728 | Time: 1520.54 ms
[2021-12-27 15:10:29 main:574] : INFO : Epoch 1581 | loss: 0.0311272 | val_loss: 0.0311691 | Time: 1518.87 ms
[2021-12-27 15:10:31 main:574] : INFO : Epoch 1582 | loss: 0.0311283 | val_loss: 0.0311704 | Time: 1523.81 ms
[2021-12-27 15:10:32 main:574] : INFO : Epoch 1583 | loss: 0.0311307 | val_loss: 0.0311764 | Time: 1526.12 ms
[2021-12-27 15:10:34 main:574] : INFO : Epoch 1584 | loss: 0.0311258 | val_loss: 0.0311749 | Time: 1518.06 ms
[2021-12-27 15:10:35 main:574] : INFO : Epoch 1585 | loss: 0.0311301 | val_loss: 0.031175 | Time: 1522.95 ms
[2021-12-27 15:10:37 main:574] : INFO : Epoch 1586 | loss: 0.0311296 | val_loss: 0.0311786 | Time: 1523.73 ms
[2021-12-27 15:10:38 main:574] : INFO : Epoch 1587 | loss: 0.0311256 | val_loss: 0.0311693 | Time: 1522.23 ms
[2021-12-27 15:10:40 main:574] : INFO : Epoch 1588 | loss: 0.0311985 | val_loss: 0.0312042 | Time: 1521.98 ms
[2021-12-27 15:10:41 main:574] : INFO : Epoch 1589 | loss: 0.0312018 | val_loss: 0.0311905 | Time: 1524.01 ms
[2021-12-27 15:10:43 main:574] : INFO : Epoch 1590 | loss: 0.0311887 | val_loss: 0.0311832 | Time: 1519.95 ms
[2021-12-27 15:10:44 main:574] : INFO : Epoch 1591 | loss: 0.0311829 | val_loss: 0.0311782 | Time: 1518.34 ms
[2021-12-27 15:10:46 main:574] : INFO : Epoch 1592 | loss: 0.0311788 | val_loss: 0.0311771 | Time: 1521.53 ms
[2021-12-27 15:10:48 main:574] : INFO : Epoch 1593 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 1525.44 ms
[2021-12-27 15:10:49 main:574] : INFO : Epoch 1594 | loss: 0.0311793 | val_loss: 0.0311963 | Time: 1523.45 ms
[2021-12-27 15:10:51 main:574] : INFO : Epoch 1595 | loss: 0.0311787 | val_loss: 0.0311799 | Time: 1522.42 ms
[2021-12-27 15:10:52 main:574] : INFO : Epoch 1596 | loss: 0.0311724 | val_loss: 0.031176 | Time: 1522.09 ms
[2021-12-27 15:10:54 main:574] : INFO : Epoch 1597 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 1520.86 ms
[2021-12-27 15:10:55 main:574] : INFO : Epoch 1598 | loss: 0.0311718 | val_loss: 0.0311829 | Time: 1524.64 ms
[2021-12-27 15:10:57 main:574] : INFO : Epoch 1599 | loss: 0.0311725 | val_loss: 0.0311767 | Time: 1523.71 ms
[2021-12-27 15:10:58 main:574] : INFO : Epoch 1600 | loss: 0.0311703 | val_loss: 0.0311777 | Time: 1523.23 ms
[2021-12-27 15:11:00 main:574] : INFO : Epoch 1601 | loss: 0.0311704 | val_loss: 0.0311772 | Time: 1525.34 ms
[2021-12-27 15:11:01 main:574] : INFO : Epoch 1602 | loss: 0.0311677 | val_loss: 0.0311754 | Time: 1520.99 ms
[2021-12-27 15:11:03 main:574] : INFO : Epoch 1603 | loss: 0.0311685 | val_loss: 0.0311756 | Time: 1517.52 ms
[2021-12-27 15:11:04 main:574] : INFO : Epoch 1604 | loss: 0.0311662 | val_loss: 0.0311747 | Time: 1518.09 ms
[2021-12-27 15:11:06 main:574] : INFO : Epoch 1605 | loss: 0.0311657 | val_loss: 0.0311731 | Time: 1523.95 ms
[2021-12-27 15:11:07 main:574] : INFO : Epoch 1606 | loss: 0.0311653 | val_loss: 0.0311742 | Time: 1518.84 ms
[2021-12-27 15:11:09 main:574] : INFO : Epoch 1607 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 1520.13 ms
[2021-12-27 15:11:10 main:574] : INFO : Epoch 1608 | loss: 0.0311674 | val_loss: 0.031181 | Time: 1524.78 ms
[2021-12-27 15:11:12 main:574] : INFO : Epoch 1609 | loss: 0.0311678 | val_loss: 0.0311737 | Time: 1522.61 ms
[2021-12-27 15:11:13 main:574] : INFO : Epoch 1610 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1524.7 ms
[2021-12-27 15:11:15 main:574] : INFO : Epoch 1611 | loss: 0.0311624 | val_loss: 0.0311724 | Time: 1519.92 ms
[2021-12-27 15:11:17 main:574] : INFO : Epoch 1612 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 1519.54 ms
[2021-12-27 15:11:18 main:574] : INFO : Epoch 1613 | loss: 0.0311617 | val_loss: 0.031172 | Time: 1525.42 ms
[2021-12-27 15:11:20 main:574] : INFO : Epoch 1614 | loss: 0.0311618 | val_loss: 0.031172 | Time: 1522.85 ms
[2021-12-27 15:11:21 main:574] : INFO : Epoch 1615 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 1523.73 ms
[2021-12-27 15:11:23 main:574] : INFO : Epoch 1616 | loss: 0.0311607 | val_loss: 0.0311726 | Time: 1522.8 ms
[2021-12-27 15:11:24 main:574] : INFO : Epoch 1617 | loss: 0.0311601 | val_loss: 0.0311728 | Time: 1525.42 ms
[2021-12-27 15:11:26 main:574] : INFO : Epoch 1618 | loss: 0.0311614 | val_loss: 0.0311793 | Time: 1521.51 ms
[2021-12-27 15:11:27 main:574] : INFO : Epoch 1619 | loss: 0.031162 | val_loss: 0.0311809 | Time: 1518.8 ms
[2021-12-27 15:11:29 main:574] : INFO : Epoch 1620 | loss: 0.0311619 | val_loss: 0.031173 | Time: 1520.27 ms
[2021-12-27 15:11:30 main:574] : INFO : Epoch 1621 | loss: 0.0311597 | val_loss: 0.0311755 | Time: 1525.09 ms
[2021-12-27 15:11:32 main:574] : INFO : Epoch 1622 | loss: 0.0311596 | val_loss: 0.0311737 | Time: 1524.04 ms
[2021-12-27 15:11:33 main:574] : INFO : Epoch 1623 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 1522.68 ms
[2021-12-27 15:11:35 main:574] : INFO : Epoch 1624 | loss: 0.0311588 | val_loss: 0.0311725 | Time: 1523.03 ms
[2021-12-27 15:11:36 main:574] : INFO : Epoch 1625 | loss: 0.03116 | val_loss: 0.0311762 | Time: 1515.6 ms
[2021-12-27 15:11:38 main:574] : INFO : Epoch 1626 | loss: 0.0311603 | val_loss: 0.0311743 | Time: 1523.46 ms
[2021-12-27 15:11:39 main:574] : INFO : Epoch 1627 | loss: 0.031157 | val_loss: 0.0311739 | Time: 1522.58 ms
[2021-12-27 15:11:41 main:574] : INFO : Epoch 1628 | loss: 0.0311557 | val_loss: 0.0311764 | Time: 1525.49 ms
[2021-12-27 15:11:42 main:574] : INFO : Epoch 1629 | loss: 0.0311561 | val_loss: 0.0311765 | Time: 1519.03 ms
[2021-12-27 15:11:44 main:574] : INFO : Epoch 1630 | loss: 0.0311557 | val_loss: 0.0311757 | Time: 1521.5 ms
[2021-12-27 15:11:45 main:574] : INFO : Epoch 1631 | loss: 0.0311572 | val_loss: 0.0311754 | Time: 1521.44 ms
[2021-12-27 15:11:47 main:574] : INFO : Epoch 1632 | loss: 0.031158 | val_loss: 0.0311742 | Time: 1517.44 ms
[2021-12-27 15:11:49 main:574] : INFO : Epoch 1633 | loss: 0.0311597 | val_loss: 0.0311757 | Time: 1525.61 ms
[2021-12-27 15:11:50 main:574] : INFO : Epoch 1634 | loss: 0.0311579 | val_loss: 0.0311821 | Time: 1518.61 ms
[2021-12-27 15:11:52 main:574] : INFO : Epoch 1635 | loss: 0.0311586 | val_loss: 0.0311773 | Time: 1519.24 ms
[2021-12-27 15:11:53 main:574] : INFO : Epoch 1636 | loss: 0.0311545 | val_loss: 0.0311789 | Time: 1522.01 ms
[2021-12-27 15:11:55 main:574] : INFO : Epoch 1637 | loss: 0.0311543 | val_loss: 0.0311744 | Time: 1522.51 ms
[2021-12-27 15:11:56 main:574] : INFO : Epoch 1638 | loss: 0.031154 | val_loss: 0.031174 | Time: 1520.57 ms
[2021-12-27 15:11:58 main:574] : INFO : Epoch 1639 | loss: 0.0311533 | val_loss: 0.0311735 | Time: 1524.18 ms
[2021-12-27 15:11:59 main:574] : INFO : Epoch 1640 | loss: 0.0311544 | val_loss: 0.0311749 | Time: 1541.29 ms
[2021-12-27 15:12:01 main:574] : INFO : Epoch 1641 | loss: 0.0311524 | val_loss: 0.0311733 | Time: 1530.07 ms
[2021-12-27 15:12:02 main:574] : INFO : Epoch 1642 | loss: 0.031151 | val_loss: 0.0311791 | Time: 1530.82 ms
[2021-12-27 15:12:04 main:574] : INFO : Epoch 1643 | loss: 0.0311535 | val_loss: 0.0311757 | Time: 1530.79 ms
[2021-12-27 15:12:05 main:574] : INFO : Epoch 1644 | loss: 0.0311505 | val_loss: 0.0311759 | Time: 1533.65 ms
[2021-12-27 15:12:07 main:574] : INFO : Epoch 1645 | loss: 0.031151 | val_loss: 0.0311816 | Time: 1529.1 ms
[2021-12-27 15:12:08 main:574] : INFO : Epoch 1646 | loss: 0.0311508 | val_loss: 0.0311787 | Time: 1531.11 ms
[2021-12-27 15:12:10 main:574] : INFO : Epoch 1647 | loss: 0.0311499 | val_loss: 0.0311799 | Time: 1530.9 ms
[2021-12-27 15:12:11 main:574] : INFO : Epoch 1648 | loss: 0.0311513 | val_loss: 0.0311769 | Time: 1531.67 ms
[2021-12-27 15:12:13 main:574] : INFO : Epoch 1649 | loss: 0.0311475 | val_loss: 0.0311773 | Time: 1531.16 ms
[2021-12-27 15:12:15 main:574] : INFO : Epoch 1650 | loss: 0.0311492 | val_loss: 0.0311759 | Time: 1533.49 ms
[2021-12-27 15:12:16 main:574] : INFO : Epoch 1651 | loss: 0.0311477 | val_loss: 0.0311788 | Time: 1530.99 ms
[2021-12-27 15:12:18 main:574] : INFO : Epoch 1652 | loss: 0.0311515 | val_loss: 0.0311712 | Time: 1532.41 ms
[2021-12-27 15:12:19 main:574] : INFO : Epoch 1653 | loss: 0.0311485 | val_loss: 0.0311828 | Time: 1528.79 ms
[2021-12-27 15:12:21 main:574] : INFO : Epoch 1654 | loss: 0.0311474 | val_loss: 0.0311735 | Time: 1533.49 ms
[2021-12-27 15:12:22 main:574] : INFO : Epoch 1655 | loss: 0.0311455 | val_loss: 0.0311778 | Time: 1531.83 ms
[2021-12-27 15:12:24 main:574] : INFO : Epoch 1656 | loss: 0.0311485 | val_loss: 0.0311805 | Time: 1532.12 ms
[2021-12-27 15:12:25 main:574] : INFO : Epoch 1657 | loss: 0.0311472 | val_loss: 0.0311803 | Time: 1531.46 ms
[2021-12-27 15:12:27 main:574] : INFO : Epoch 1658 | loss: 0.0311447 | val_loss: 0.0311795 | Time: 1529.99 ms
[2021-12-27 15:12:28 main:574] : INFO : Epoch 1659 | loss: 0.0311443 | val_loss: 0.0311753 | Time: 1527.96 ms
[2021-12-27 15:12:30 main:574] : INFO : Epoch 1660 | loss: 0.0311541 | val_loss: 0.0311749 | Time: 1529.8 ms
[2021-12-27 15:12:31 main:574] : INFO : Epoch 1661 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 1529.21 ms
[2021-12-27 15:12:33 main:574] : INFO : Epoch 1662 | loss: 0.0311547 | val_loss: 0.031177 | Time: 1529.51 ms
[2021-12-27 15:12:34 main:574] : INFO : Epoch 1663 | loss: 0.0311536 | val_loss: 0.0311727 | Time: 1532.45 ms
[2021-12-27 15:12:36 main:574] : INFO : Epoch 1664 | loss: 0.0311524 | val_loss: 0.0311813 | Time: 1547.62 ms
[2021-12-27 15:12:38 main:574] : INFO : Epoch 1665 | loss: 0.031151 | val_loss: 0.031174 | Time: 1576.74 ms
[2021-12-27 15:12:39 main:574] : INFO : Epoch 1666 | loss: 0.031151 | val_loss: 0.031176 | Time: 1531.26 ms
[2021-12-27 15:12:41 main:574] : INFO : Epoch 1667 | loss: 0.0311481 | val_loss: 0.0311726 | Time: 1527.68 ms
[2021-12-27 15:12:42 main:574] : INFO : Epoch 1668 | loss: 0.0311488 | val_loss: 0.0311807 | Time: 1530.96 ms
[2021-12-27 15:12:44 main:574] : INFO : Epoch 1669 | loss: 0.0311468 | val_loss: 0.0311752 | Time: 1532.49 ms
[2021-12-27 15:12:45 main:574] : INFO : Epoch 1670 | loss: 0.0311481 | val_loss: 0.0311773 | Time: 1532.05 ms
[2021-12-27 15:12:47 main:574] : INFO : Epoch 1671 | loss: 0.0311499 | val_loss: 0.0311813 | Time: 1533.35 ms
[2021-12-27 15:12:48 main:574] : INFO : Epoch 1672 | loss: 0.0311487 | val_loss: 0.0311755 | Time: 1530.21 ms
[2021-12-27 15:12:50 main:574] : INFO : Epoch 1673 | loss: 0.0311462 | val_loss: 0.0311827 | Time: 1532.03 ms
[2021-12-27 15:12:51 main:574] : INFO : Epoch 1674 | loss: 0.0311446 | val_loss: 0.0311757 | Time: 1530.26 ms
[2021-12-27 15:12:53 main:574] : INFO : Epoch 1675 | loss: 0.0311443 | val_loss: 0.0311838 | Time: 1530.22 ms
[2021-12-27 15:12:54 main:574] : INFO : Epoch 1676 | loss: 0.0311422 | val_loss: 0.0311802 | Time: 1529.84 ms
[2021-12-27 15:12:56 main:574] : INFO : Epoch 1677 | loss: 0.0311427 | val_loss: 0.0311804 | Time: 1530.41 ms
[2021-12-27 15:12:58 main:574] : INFO : Epoch 1678 | loss: 0.0311459 | val_loss: 0.0311756 | Time: 1539.66 ms
[2021-12-27 15:12:59 main:574] : INFO : Epoch 1679 | loss: 0.0311456 | val_loss: 0.0311792 | Time: 1618.54 ms
[2021-12-27 15:13:01 main:574] : INFO : Epoch 1680 | loss: 0.0311421 | val_loss: 0.0311796 | Time: 1552.48 ms
[2021-12-27 15:13:02 main:574] : INFO : Epoch 1681 | loss: 0.0311425 | val_loss: 0.031181 | Time: 1555.6 ms
[2021-12-27 15:13:04 main:574] : INFO : Epoch 1682 | loss: 0.031145 | val_loss: 0.0311843 | Time: 1553.15 ms
[2021-12-27 15:13:05 main:574] : INFO : Epoch 1683 | loss: 0.0311417 | val_loss: 0.0311794 | Time: 1546.25 ms
[2021-12-27 15:13:07 main:574] : INFO : Epoch 1684 | loss: 0.031146 | val_loss: 0.0311828 | Time: 1551.67 ms
[2021-12-27 15:13:09 main:574] : INFO : Epoch 1685 | loss: 0.0311433 | val_loss: 0.0311765 | Time: 1556.55 ms
[2021-12-27 15:13:10 main:574] : INFO : Epoch 1686 | loss: 0.0311405 | val_loss: 0.0311795 | Time: 1554.23 ms
[2021-12-27 15:13:12 main:574] : INFO : Epoch 1687 | loss: 0.031142 | val_loss: 0.0311882 | Time: 1552.18 ms
[2021-12-27 15:13:13 main:574] : INFO : Epoch 1688 | loss: 0.0311482 | val_loss: 0.0311829 | Time: 1556.97 ms
[2021-12-27 15:13:15 main:574] : INFO : Epoch 1689 | loss: 0.031149 | val_loss: 0.0311804 | Time: 1557.44 ms
[2021-12-27 15:13:16 main:574] : INFO : Epoch 1690 | loss: 0.0311397 | val_loss: 0.0311798 | Time: 1553 ms
[2021-12-27 15:13:18 main:574] : INFO : Epoch 1691 | loss: 0.03114 | val_loss: 0.0311828 | Time: 1554.22 ms
[2021-12-27 15:13:19 main:574] : INFO : Epoch 1692 | loss: 0.0311386 | val_loss: 0.0311844 | Time: 1556.21 ms
[2021-12-27 15:13:21 main:574] : INFO : Epoch 1693 | loss: 0.0311379 | val_loss: 0.0311781 | Time: 1556.1 ms
[2021-12-27 15:13:23 main:574] : INFO : Epoch 1694 | loss: 0.0311409 | val_loss: 0.0312033 | Time: 1552.79 ms
[2021-12-27 15:13:24 main:574] : INFO : Epoch 1695 | loss: 0.0311474 | val_loss: 0.0311816 | Time: 1552.94 ms
[2021-12-27 15:13:26 main:574] : INFO : Epoch 1696 | loss: 0.0311409 | val_loss: 0.0311823 | Time: 1555.01 ms
[2021-12-27 15:13:27 main:574] : INFO : Epoch 1697 | loss: 0.031139 | val_loss: 0.0311775 | Time: 1555.37 ms
[2021-12-27 15:13:29 main:574] : INFO : Epoch 1698 | loss: 0.0311395 | val_loss: 0.0311875 | Time: 1555.5 ms
[2021-12-27 15:13:30 main:574] : INFO : Epoch 1699 | loss: 0.0311376 | val_loss: 0.0311791 | Time: 1551.42 ms
[2021-12-27 15:13:32 main:574] : INFO : Epoch 1700 | loss: 0.0311359 | val_loss: 0.0311831 | Time: 1550.4 ms
[2021-12-27 15:13:33 main:574] : INFO : Epoch 1701 | loss: 0.0311355 | val_loss: 0.0311845 | Time: 1550.16 ms
[2021-12-27 15:13:35 main:574] : INFO : Epoch 1702 | loss: 0.0311394 | val_loss: 0.0311851 | Time: 1554.51 ms
[2021-12-27 15:13:37 main:574] : INFO : Epoch 1703 | loss: 0.0311396 | val_loss: 0.0311813 | Time: 1554.72 ms
[2021-12-27 15:13:38 main:574] : INFO : Epoch 1704 | loss: 0.031142 | val_loss: 0.0311819 | Time: 1551.36 ms
[2021-12-27 15:13:40 main:574] : INFO : Epoch 1705 | loss: 0.031136 | val_loss: 0.0311809 | Time: 1552.57 ms
[2021-12-27 15:13:41 main:574] : INFO : Epoch 1706 | loss: 0.0311346 | val_loss: 0.0311808 | Time: 1555.58 ms
[2021-12-27 15:13:43 main:574] : INFO : Epoch 1707 | loss: 0.0311359 | val_loss: 0.0311851 | Time: 1550.06 ms
[2021-12-27 15:13:44 main:574] : INFO : Epoch 1708 | loss: 0.0311398 | val_loss: 0.0311807 | Time: 1554.51 ms
[2021-12-27 15:13:46 main:574] : INFO : Epoch 1709 | loss: 0.0311425 | val_loss: 0.0311883 | Time: 1555.44 ms
[2021-12-27 15:13:47 main:574] : INFO : Epoch 1710 | loss: 0.0311385 | val_loss: 0.0311826 | Time: 1552.97 ms
[2021-12-27 15:13:49 main:574] : INFO : Epoch 1711 | loss: 0.0311363 | val_loss: 0.0311818 | Time: 1551.42 ms
[2021-12-27 15:13:51 main:574] : INFO : Epoch 1712 | loss: 0.0311358 | val_loss: 0.0311805 | Time: 1551.36 ms
[2021-12-27 15:13:52 main:574] : INFO : Epoch 1713 | loss: 0.0311366 | val_loss: 0.0311871 | Time: 1556.24 ms
[2021-12-27 15:13:54 main:574] : INFO : Epoch 1714 | loss: 0.0311445 | val_loss: 0.031178 | Time: 1554.14 ms
[2021-12-27 15:13:55 main:574] : INFO : Epoch 1715 | loss: 0.0311428 | val_loss: 0.0311864 | Time: 1547.3 ms
[2021-12-27 15:13:57 main:574] : INFO : Epoch 1716 | loss: 0.0311408 | val_loss: 0.0311791 | Time: 1557.15 ms
[2021-12-27 15:13:58 main:574] : INFO : Epoch 1717 | loss: 0.0311384 | val_loss: 0.0311826 | Time: 1555.4 ms
[2021-12-27 15:14:00 main:574] : INFO : Epoch 1718 | loss: 0.031138 | val_loss: 0.0311865 | Time: 1555.1 ms
[2021-12-27 15:14:01 main:574] : INFO : Epoch 1719 | loss: 0.0311371 | val_loss: 0.0311803 | Time: 1550.45 ms
[2021-12-27 15:14:03 main:574] : INFO : Epoch 1720 | loss: 0.0311425 | val_loss: 0.0311876 | Time: 1552.64 ms
[2021-12-27 15:14:05 main:574] : INFO : Epoch 1721 | loss: 0.0311448 | val_loss: 0.0311795 | Time: 1555.18 ms
[2021-12-27 15:14:06 main:574] : INFO : Epoch 1722 | loss: 0.031137 | val_loss: 0.0311848 | Time: 1551.75 ms
[2021-12-27 15:14:08 main:574] : INFO : Epoch 1723 | loss: 0.0311326 | val_loss: 0.0311883 | Time: 1553.88 ms
[2021-12-27 15:14:09 main:574] : INFO : Epoch 1724 | loss: 0.0312294 | val_loss: 0.031644 | Time: 1554.89 ms
[2021-12-27 15:14:11 main:574] : INFO : Epoch 1725 | loss: 0.0390575 | val_loss: 0.0324317 | Time: 1551.18 ms
[2021-12-27 15:14:12 main:574] : INFO : Epoch 1726 | loss: 0.0444999 | val_loss: 0.0325792 | Time: 1556.44 ms
[2021-12-27 15:14:14 main:574] : INFO : Epoch 1727 | loss: 0.033367 | val_loss: 0.0315617 | Time: 1553.06 ms
[2021-12-27 15:14:15 main:574] : INFO : Epoch 1728 | loss: 0.0315191 | val_loss: 0.0313453 | Time: 1557.85 ms
[2021-12-27 15:14:17 main:574] : INFO : Epoch 1729 | loss: 0.0312959 | val_loss: 0.0312606 | Time: 1552.8 ms
[2021-12-27 15:14:19 main:574] : INFO : Epoch 1730 | loss: 0.0312586 | val_loss: 0.0312539 | Time: 1553.87 ms
[2021-12-27 15:14:20 main:574] : INFO : Epoch 1731 | loss: 0.0312522 | val_loss: 0.0312519 | Time: 1555.39 ms
[2021-12-27 15:14:22 main:574] : INFO : Epoch 1732 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 1558.87 ms
[2021-12-27 15:14:23 main:574] : INFO : Epoch 1733 | loss: 0.0312512 | val_loss: 0.031251 | Time: 1553.62 ms
[2021-12-27 15:14:25 main:574] : INFO : Epoch 1734 | loss: 0.0312509 | val_loss: 0.0312513 | Time: 1550.11 ms
[2021-12-27 15:14:26 main:574] : INFO : Epoch 1735 | loss: 0.031251 | val_loss: 0.0312515 | Time: 1552.44 ms
[2021-12-27 15:14:28 main:574] : INFO : Epoch 1736 | loss: 0.0312509 | val_loss: 0.0312517 | Time: 1554.83 ms
[2021-12-27 15:14:29 main:574] : INFO : Epoch 1737 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1550.17 ms
[2021-12-27 15:14:31 main:574] : INFO : Epoch 1738 | loss: 0.0312513 | val_loss: 0.0312525 | Time: 1551.55 ms
[2021-12-27 15:14:33 main:574] : INFO : Epoch 1739 | loss: 0.031251 | val_loss: 0.0312508 | Time: 1549.67 ms
[2021-12-27 15:14:34 main:574] : INFO : Epoch 1740 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 1550.27 ms
[2021-12-27 15:14:36 main:574] : INFO : Epoch 1741 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1553.53 ms
[2021-12-27 15:14:37 main:574] : INFO : Epoch 1742 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1550.16 ms
[2021-12-27 15:14:39 main:574] : INFO : Epoch 1743 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 1552.74 ms
[2021-12-27 15:14:40 main:574] : INFO : Epoch 1744 | loss: 0.0312505 | val_loss: 0.031251 | Time: 1553.11 ms
[2021-12-27 15:14:42 main:574] : INFO : Epoch 1745 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1552.65 ms
[2021-12-27 15:14:43 main:574] : INFO : Epoch 1746 | loss: 0.0312505 | val_loss: 0.0312506 | Time: 1550.95 ms
[2021-12-27 15:14:45 main:574] : INFO : Epoch 1747 | loss: 0.0312509 | val_loss: 0.0312516 | Time: 1552.82 ms
[2021-12-27 15:14:47 main:574] : INFO : Epoch 1748 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 1554.05 ms
[2021-12-27 15:14:48 main:574] : INFO : Epoch 1749 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1551.15 ms
[2021-12-27 15:14:50 main:574] : INFO : Epoch 1750 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 1552.56 ms
[2021-12-27 15:14:51 main:574] : INFO : Epoch 1751 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 1552.35 ms
[2021-12-27 15:14:53 main:574] : INFO : Epoch 1752 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1550.2 ms
[2021-12-27 15:14:54 main:574] : INFO : Epoch 1753 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 1554.13 ms
[2021-12-27 15:14:56 main:574] : INFO : Epoch 1754 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 1554.23 ms
[2021-12-27 15:14:57 main:574] : INFO : Epoch 1755 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 1552.21 ms
[2021-12-27 15:14:59 main:574] : INFO : Epoch 1756 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 1553.69 ms
[2021-12-27 15:15:01 main:574] : INFO : Epoch 1757 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1547.87 ms
[2021-12-27 15:15:02 main:574] : INFO : Epoch 1758 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 1550.99 ms
[2021-12-27 15:15:04 main:574] : INFO : Epoch 1759 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1550.66 ms
[2021-12-27 15:15:05 main:574] : INFO : Epoch 1760 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1557.78 ms
[2021-12-27 15:15:07 main:574] : INFO : Epoch 1761 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 1554.06 ms
[2021-12-27 15:15:08 main:574] : INFO : Epoch 1762 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1554.27 ms
[2021-12-27 15:15:10 main:574] : INFO : Epoch 1763 | loss: 0.0312506 | val_loss: 0.0312515 | Time: 1552.32 ms
[2021-12-27 15:15:11 main:574] : INFO : Epoch 1764 | loss: 0.0312514 | val_loss: 0.0312518 | Time: 1557.96 ms
[2021-12-27 15:15:13 main:574] : INFO : Epoch 1765 | loss: 0.0312519 | val_loss: 0.0312515 | Time: 1550.16 ms
[2021-12-27 15:15:15 main:574] : INFO : Epoch 1766 | loss: 0.031251 | val_loss: 0.0312504 | Time: 1555.41 ms
[2021-12-27 15:15:16 main:574] : INFO : Epoch 1767 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 1552.11 ms
[2021-12-27 15:15:18 main:574] : INFO : Epoch 1768 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 1554.41 ms
[2021-12-27 15:15:19 main:574] : INFO : Epoch 1769 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 1554.17 ms
[2021-12-27 15:15:21 main:574] : INFO : Epoch 1770 | loss: 0.0312508 | val_loss: 0.0312512 | Time: 1556.99 ms
[2021-12-27 15:15:22 main:574] : INFO : Epoch 1771 | loss: 0.0312513 | val_loss: 0.0312503 | Time: 1555.06 ms
[2021-12-27 15:15:24 main:574] : INFO : Epoch 1772 | loss: 0.0312507 | val_loss: 0.0312514 | Time: 1551.48 ms
[2021-12-27 15:15:25 main:574] : INFO : Epoch 1773 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1549.83 ms
[2021-12-27 15:15:27 main:574] : INFO : Epoch 1774 | loss: 0.0312508 | val_loss: 0.0312515 | Time: 1549.21 ms
[2021-12-27 15:15:29 main:574] : INFO : Epoch 1775 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 1552.66 ms
[2021-12-27 15:15:30 main:574] : INFO : Epoch 1776 | loss: 0.031251 | val_loss: 0.031251 | Time: 1554.62 ms
[2021-12-27 15:15:32 main:574] : INFO : Epoch 1777 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 1549.6 ms
[2021-12-27 15:15:33 main:574] : INFO : Epoch 1778 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 1553.91 ms
[2021-12-27 15:15:35 main:574] : INFO : Epoch 1779 | loss: 0.0312509 | val_loss: 0.0312502 | Time: 1551.09 ms
[2021-12-27 15:15:36 main:574] : INFO : Epoch 1780 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 1551.28 ms
[2021-12-27 15:15:38 main:574] : INFO : Epoch 1781 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1549.62 ms
[2021-12-27 15:15:39 main:574] : INFO : Epoch 1782 | loss: 0.0312509 | val_loss: 0.031251 | Time: 1548.86 ms
[2021-12-27 15:15:41 main:574] : INFO : Epoch 1783 | loss: 0.0312505 | val_loss: 0.0312501 | Time: 1550.28 ms
[2021-12-27 15:15:43 main:574] : INFO : Epoch 1784 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 1555.84 ms
[2021-12-27 15:15:44 main:574] : INFO : Epoch 1785 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 1547.17 ms
[2021-12-27 15:15:46 main:574] : INFO : Epoch 1786 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 1551.09 ms
[2021-12-27 15:15:47 main:574] : INFO : Epoch 1787 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 1551.49 ms
[2021-12-27 15:15:49 main:574] : INFO : Epoch 1788 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 1554.26 ms
[2021-12-27 15:15:50 main:574] : INFO : Epoch 1789 | loss: 0.0312501 | val_loss: 0.03125 | Time: 1552.71 ms
[2021-12-27 15:15:52 main:574] : INFO : Epoch 1790 | loss: 0.0312502 | val_loss: 0.0312515 | Time: 1549.5 ms
[2021-12-27 15:15:53 main:574] : INFO : Epoch 1791 | loss: 0.0312513 | val_loss: 0.0312512 | Time: 1553.71 ms
[2021-12-27 15:15:55 main:574] : INFO : Epoch 1792 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 1552.16 ms
[2021-12-27 15:15:57 main:574] : INFO : Epoch 1793 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 1552.6 ms
[2021-12-27 15:15:58 main:574] : INFO : Epoch 1794 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 1553.67 ms
[2021-12-27 15:16:00 main:574] : INFO : Epoch 1795 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 1551.04 ms
[2021-12-27 15:16:01 main:574] : INFO : Epoch 1796 | loss: 0.0312505 | val_loss: 0.0312499 | Time: 1551.62 ms
[2021-12-27 15:16:03 main:574] : INFO : Epoch 1797 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 1553.85 ms
[2021-12-27 15:16:04 main:574] : INFO : Epoch 1798 | loss: 0.0312505 | val_loss: 0.03125 | Time: 1553.53 ms
[2021-12-27 15:16:06 main:574] : INFO : Epoch 1799 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1548.54 ms
[2021-12-27 15:16:07 main:574] : INFO : Epoch 1800 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 1553.15 ms
[2021-12-27 15:16:09 main:574] : INFO : Epoch 1801 | loss: 0.0312509 | val_loss: 0.0312507 | Time: 1551.4 ms
[2021-12-27 15:16:11 main:574] : INFO : Epoch 1802 | loss: 0.0312504 | val_loss: 0.03125 | Time: 1554.51 ms
[2021-12-27 15:16:12 main:574] : INFO : Epoch 1803 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 1547.75 ms
[2021-12-27 15:16:14 main:574] : INFO : Epoch 1804 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 1552.03 ms
[2021-12-27 15:16:15 main:574] : INFO : Epoch 1805 | loss: 0.0312507 | val_loss: 0.0312513 | Time: 1551.71 ms
[2021-12-27 15:16:17 main:574] : INFO : Epoch 1806 | loss: 0.0312506 | val_loss: 0.031251 | Time: 1551.41 ms
[2021-12-27 15:16:18 main:574] : INFO : Epoch 1807 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1546.87 ms
[2021-12-27 15:16:20 main:574] : INFO : Epoch 1808 | loss: 0.0312499 | val_loss: 0.03125 | Time: 1551.32 ms
[2021-12-27 15:16:21 main:574] : INFO : Epoch 1809 | loss: 0.0312501 | val_loss: 0.0312498 | Time: 1551.45 ms
[2021-12-27 15:16:23 main:574] : INFO : Epoch 1810 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 1551 ms
[2021-12-27 15:16:25 main:574] : INFO : Epoch 1811 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 1550.7 ms
[2021-12-27 15:16:26 main:574] : INFO : Epoch 1812 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 1549.28 ms
[2021-12-27 15:16:28 main:574] : INFO : Epoch 1813 | loss: 0.0312512 | val_loss: 0.03125 | Time: 1549.86 ms
[2021-12-27 15:16:29 main:574] : INFO : Epoch 1814 | loss: 0.0312507 | val_loss: 0.0312504 | Time: 1554.6 ms
[2021-12-27 15:16:31 main:574] : INFO : Epoch 1815 | loss: 0.0312503 | val_loss: 0.0312498 | Time: 1550.61 ms
[2021-12-27 15:16:32 main:574] : INFO : Epoch 1816 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 1553.73 ms
[2021-12-27 15:16:34 main:574] : INFO : Epoch 1817 | loss: 0.0312507 | val_loss: 0.031252 | Time: 1551.17 ms
[2021-12-27 15:16:35 main:574] : INFO : Epoch 1818 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 1552.35 ms
[2021-12-27 15:16:37 main:574] : INFO : Epoch 1819 | loss: 0.03125 | val_loss: 0.0312503 | Time: 1552.37 ms
[2021-12-27 15:16:39 main:574] : INFO : Epoch 1820 | loss: 0.03125 | val_loss: 0.0312506 | Time: 1550.46 ms
[2021-12-27 15:16:40 main:574] : INFO : Epoch 1821 | loss: 0.0312504 | val_loss: 0.0312497 | Time: 1551.24 ms
[2021-12-27 15:16:42 main:574] : INFO : Epoch 1822 | loss: 0.0312507 | val_loss: 0.0312511 | Time: 1549.25 ms
[2021-12-27 15:16:43 main:574] : INFO : Epoch 1823 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 1552.13 ms
[2021-12-27 15:16:45 main:574] : INFO : Epoch 1824 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 1553.98 ms
[2021-12-27 15:16:46 main:574] : INFO : Epoch 1825 | loss: 0.0312503 | val_loss: 0.0312497 | Time: 1552.26 ms
[2021-12-27 15:16:48 main:574] : INFO : Epoch 1826 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 1552.45 ms
[2021-12-27 15:16:49 main:574] : INFO : Epoch 1827 | loss: 0.0312505 | val_loss: 0.0312498 | Time: 1548.41 ms
[2021-12-27 15:16:51 main:574] : INFO : Epoch 1828 | loss: 0.0312512 | val_loss: 0.0312497 | Time: 1552.72 ms
[2021-12-27 15:16:53 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 1557.07 ms
[2021-12-27 15:16:54 main:574] : INFO : Epoch 1830 | loss: 0.0312507 | val_loss: 0.0312496 | Time: 1552.02 ms
[2021-12-27 15:16:56 main:574] : INFO : Epoch 1831 | loss: 0.03125 | val_loss: 0.0312497 | Time: 1549.26 ms
[2021-12-27 15:16:57 main:574] : INFO : Epoch 1832 | loss: 0.0312505 | val_loss: 0.0312492 | Time: 1552.71 ms
[2021-12-27 15:16:59 main:574] : INFO : Epoch 1833 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 1551.78 ms
[2021-12-27 15:17:00 main:574] : INFO : Epoch 1834 | loss: 0.0312507 | val_loss: 0.0312527 | Time: 1552.03 ms
[2021-12-27 15:17:02 main:574] : INFO : Epoch 1835 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 1550.94 ms
[2021-12-27 15:17:03 main:574] : INFO : Epoch 1836 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 1548.83 ms
[2021-12-27 15:17:05 main:574] : INFO : Epoch 1837 | loss: 0.0312496 | val_loss: 0.0312493 | Time: 1552.3 ms
[2021-12-27 15:17:06 main:574] : INFO : Epoch 1838 | loss: 0.0312501 | val_loss: 0.0312494 | Time: 1552.67 ms
[2021-12-27 15:17:08 main:574] : INFO : Epoch 1839 | loss: 0.03125 | val_loss: 0.0312492 | Time: 1555.85 ms
[2021-12-27 15:17:10 main:574] : INFO : Epoch 1840 | loss: 0.0312499 | val_loss: 0.0312492 | Time: 1552.15 ms
[2021-12-27 15:17:11 main:574] : INFO : Epoch 1841 | loss: 0.0312493 | val_loss: 0.0312488 | Time: 1553.72 ms
[2021-12-27 15:17:13 main:574] : INFO : Epoch 1842 | loss: 0.0312498 | val_loss: 0.031249 | Time: 1555.46 ms
[2021-12-27 15:17:14 main:574] : INFO : Epoch 1843 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 1554.21 ms
[2021-12-27 15:17:16 main:574] : INFO : Epoch 1844 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 1554.44 ms
[2021-12-27 15:17:17 main:574] : INFO : Epoch 1845 | loss: 0.0312504 | val_loss: 0.0312489 | Time: 1551.66 ms
[2021-12-27 15:17:19 main:574] : INFO : Epoch 1846 | loss: 0.0312493 | val_loss: 0.0312494 | Time: 1552.21 ms
[2021-12-27 15:17:21 main:574] : INFO : Epoch 1847 | loss: 0.0312498 | val_loss: 0.0312491 | Time: 1552.39 ms
[2021-12-27 15:17:22 main:574] : INFO : Epoch 1848 | loss: 0.0312499 | val_loss: 0.0312494 | Time: 1554.01 ms
[2021-12-27 15:17:24 main:574] : INFO : Epoch 1849 | loss: 0.0312495 | val_loss: 0.0312488 | Time: 1547.39 ms
[2021-12-27 15:17:25 main:574] : INFO : Epoch 1850 | loss: 0.0312488 | val_loss: 0.0312489 | Time: 1550.53 ms
[2021-12-27 15:17:27 main:574] : INFO : Epoch 1851 | loss: 0.0312497 | val_loss: 0.0312519 | Time: 1552.23 ms
[2021-12-27 15:17:28 main:574] : INFO : Epoch 1852 | loss: 0.0312518 | val_loss: 0.0312502 | Time: 1550.92 ms
[2021-12-27 15:17:30 main:574] : INFO : Epoch 1853 | loss: 0.0312506 | val_loss: 0.0312482 | Time: 1551.34 ms
[2021-12-27 15:17:31 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 1550.59 ms
[2021-12-27 15:17:33 main:574] : INFO : Epoch 1855 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1549.41 ms
[2021-12-27 15:17:34 main:574] : INFO : Epoch 1856 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 1550.36 ms
[2021-12-27 15:17:36 main:574] : INFO : Epoch 1857 | loss: 0.0312489 | val_loss: 0.03125 | Time: 1553.52 ms
[2021-12-27 15:17:38 main:574] : INFO : Epoch 1858 | loss: 0.0312489 | val_loss: 0.0312476 | Time: 1551.79 ms
[2021-12-27 15:17:39 main:574] : INFO : Epoch 1859 | loss: 0.0312494 | val_loss: 0.0312478 | Time: 1550.09 ms
[2021-12-27 15:17:41 main:574] : INFO : Epoch 1860 | loss: 0.0312493 | val_loss: 0.0312509 | Time: 1552.08 ms
[2021-12-27 15:17:42 main:574] : INFO : Epoch 1861 | loss: 0.0312486 | val_loss: 0.0312483 | Time: 1551.9 ms
[2021-12-27 15:17:44 main:574] : INFO : Epoch 1862 | loss: 0.0312491 | val_loss: 0.0312493 | Time: 1550.63 ms
[2021-12-27 15:17:45 main:574] : INFO : Epoch 1863 | loss: 0.0312482 | val_loss: 0.0312472 | Time: 1549.69 ms
[2021-12-27 15:17:47 main:574] : INFO : Epoch 1864 | loss: 0.0312474 | val_loss: 0.031247 | Time: 1524.16 ms
[2021-12-27 15:17:48 main:574] : INFO : Epoch 1865 | loss: 0.0312474 | val_loss: 0.0312478 | Time: 1518.41 ms
[2021-12-27 15:17:50 main:574] : INFO : Epoch 1866 | loss: 0.0312486 | val_loss: 0.0312489 | Time: 1525.05 ms
[2021-12-27 15:17:51 main:574] : INFO : Epoch 1867 | loss: 0.031248 | val_loss: 0.0312464 | Time: 1521.9 ms
[2021-12-27 15:17:53 main:574] : INFO : Epoch 1868 | loss: 0.0312475 | val_loss: 0.031246 | Time: 1525.84 ms
[2021-12-27 15:17:55 main:574] : INFO : Epoch 1869 | loss: 0.0312465 | val_loss: 0.0312456 | Time: 1521.21 ms
[2021-12-27 15:17:56 main:574] : INFO : Epoch 1870 | loss: 0.0312475 | val_loss: 0.0312513 | Time: 1521.16 ms
[2021-12-27 15:17:58 main:574] : INFO : Epoch 1871 | loss: 0.0312476 | val_loss: 0.0312444 | Time: 1522.71 ms
[2021-12-27 15:17:59 main:574] : INFO : Epoch 1872 | loss: 0.031247 | val_loss: 0.0312443 | Time: 1519.96 ms
[2021-12-27 15:18:01 main:574] : INFO : Epoch 1873 | loss: 0.0312477 | val_loss: 0.0312441 | Time: 1519.44 ms
[2021-12-27 15:18:02 main:574] : INFO : Epoch 1874 | loss: 0.031247 | val_loss: 0.0312443 | Time: 1521.54 ms
[2021-12-27 15:18:04 main:574] : INFO : Epoch 1875 | loss: 0.0312467 | val_loss: 0.0312513 | Time: 1518.47 ms
[2021-12-27 15:18:05 main:574] : INFO : Epoch 1876 | loss: 0.0312463 | val_loss: 0.0312436 | Time: 1524.74 ms
[2021-12-27 15:18:07 main:574] : INFO : Epoch 1877 | loss: 0.0312447 | val_loss: 0.0312441 | Time: 1522.07 ms
[2021-12-27 15:18:08 main:574] : INFO : Epoch 1878 | loss: 0.0312453 | val_loss: 0.0312445 | Time: 1521.36 ms
[2021-12-27 15:18:10 main:574] : INFO : Epoch 1879 | loss: 0.0312454 | val_loss: 0.031253 | Time: 1521.48 ms
[2021-12-27 15:18:11 main:574] : INFO : Epoch 1880 | loss: 0.0312473 | val_loss: 0.031244 | Time: 1520.77 ms
[2021-12-27 15:18:13 main:574] : INFO : Epoch 1881 | loss: 0.0312466 | val_loss: 0.0312489 | Time: 1521.55 ms
[2021-12-27 15:18:14 main:574] : INFO : Epoch 1882 | loss: 0.0312444 | val_loss: 0.0312409 | Time: 1518.18 ms
[2021-12-27 15:18:16 main:574] : INFO : Epoch 1883 | loss: 0.0312424 | val_loss: 0.0312442 | Time: 1519.23 ms
[2021-12-27 15:18:17 main:574] : INFO : Epoch 1884 | loss: 0.0312426 | val_loss: 0.0312403 | Time: 1525.62 ms
[2021-12-27 15:18:19 main:574] : INFO : Epoch 1885 | loss: 0.0312433 | val_loss: 0.0312391 | Time: 1518.13 ms
[2021-12-27 15:18:20 main:574] : INFO : Epoch 1886 | loss: 0.0312432 | val_loss: 0.0312418 | Time: 1522.75 ms
[2021-12-27 15:18:22 main:574] : INFO : Epoch 1887 | loss: 0.0312402 | val_loss: 0.0312458 | Time: 1519.74 ms
[2021-12-27 15:18:23 main:574] : INFO : Epoch 1888 | loss: 0.0312412 | val_loss: 0.0312375 | Time: 1524.66 ms
[2021-12-27 15:18:25 main:574] : INFO : Epoch 1889 | loss: 0.0312387 | val_loss: 0.0312366 | Time: 1521.46 ms
[2021-12-27 15:18:27 main:574] : INFO : Epoch 1890 | loss: 0.0312395 | val_loss: 0.0312418 | Time: 1523.42 ms
[2021-12-27 15:18:28 main:574] : INFO : Epoch 1891 | loss: 0.03124 | val_loss: 0.0312438 | Time: 1519.27 ms
[2021-12-27 15:18:30 main:574] : INFO : Epoch 1892 | loss: 0.03124 | val_loss: 0.031234 | Time: 1523.7 ms
[2021-12-27 15:18:31 main:574] : INFO : Epoch 1893 | loss: 0.0312358 | val_loss: 0.031233 | Time: 1522.7 ms
[2021-12-27 15:18:33 main:574] : INFO : Epoch 1894 | loss: 0.0312413 | val_loss: 0.0312554 | Time: 1521.7 ms
[2021-12-27 15:18:34 main:574] : INFO : Epoch 1895 | loss: 0.0312432 | val_loss: 0.0312299 | Time: 1518.05 ms
[2021-12-27 15:18:36 main:574] : INFO : Epoch 1896 | loss: 0.0312401 | val_loss: 0.031229 | Time: 1522.53 ms
[2021-12-27 15:18:37 main:574] : INFO : Epoch 1897 | loss: 0.03124 | val_loss: 0.0312508 | Time: 1520.49 ms
[2021-12-27 15:18:39 main:574] : INFO : Epoch 1898 | loss: 0.0312515 | val_loss: 0.0312311 | Time: 1522.81 ms
[2021-12-27 15:18:40 main:574] : INFO : Epoch 1899 | loss: 0.0312306 | val_loss: 0.0312256 | Time: 1522.89 ms
[2021-12-27 15:18:42 main:574] : INFO : Epoch 1900 | loss: 0.0312281 | val_loss: 0.0312226 | Time: 1523.2 ms
[2021-12-27 15:18:43 main:574] : INFO : Epoch 1901 | loss: 0.0312261 | val_loss: 0.0312192 | Time: 1522.62 ms
[2021-12-27 15:18:45 main:574] : INFO : Epoch 1902 | loss: 0.0312206 | val_loss: 0.031219 | Time: 1521.71 ms
[2021-12-27 15:18:46 main:574] : INFO : Epoch 1903 | loss: 0.0312223 | val_loss: 0.0312465 | Time: 1518.51 ms
[2021-12-27 15:18:48 main:574] : INFO : Epoch 1904 | loss: 0.0312267 | val_loss: 0.0312737 | Time: 1521.54 ms
[2021-12-27 15:18:49 main:574] : INFO : Epoch 1905 | loss: 0.0312236 | val_loss: 0.0312242 | Time: 1519.2 ms
[2021-12-27 15:18:51 main:574] : INFO : Epoch 1906 | loss: 0.0312178 | val_loss: 0.0312267 | Time: 1525.51 ms
[2021-12-27 15:18:52 main:574] : INFO : Epoch 1907 | loss: 0.0312223 | val_loss: 0.0312124 | Time: 1522.46 ms
[2021-12-27 15:18:54 main:574] : INFO : Epoch 1908 | loss: 0.0312262 | val_loss: 0.031221 | Time: 1523.32 ms
[2021-12-27 15:18:55 main:574] : INFO : Epoch 1909 | loss: 0.0312209 | val_loss: 0.0312276 | Time: 1522.66 ms
[2021-12-27 15:18:57 main:574] : INFO : Epoch 1910 | loss: 0.0312128 | val_loss: 0.0312044 | Time: 1520.25 ms
[2021-12-27 15:18:59 main:574] : INFO : Epoch 1911 | loss: 0.0312009 | val_loss: 0.0312054 | Time: 1519.75 ms
[2021-12-27 15:19:00 main:574] : INFO : Epoch 1912 | loss: 0.0312152 | val_loss: 0.0311959 | Time: 1524.62 ms
[2021-12-27 15:19:02 main:574] : INFO : Epoch 1913 | loss: 0.0312018 | val_loss: 0.031193 | Time: 1523.67 ms
[2021-12-27 15:19:03 main:574] : INFO : Epoch 1914 | loss: 0.031196 | val_loss: 0.0312028 | Time: 1521.93 ms
[2021-12-27 15:19:05 main:574] : INFO : Epoch 1915 | loss: 0.0311964 | val_loss: 0.0312022 | Time: 1520.72 ms
[2021-12-27 15:19:06 main:574] : INFO : Epoch 1916 | loss: 0.0312053 | val_loss: 0.0311896 | Time: 1523.44 ms
[2021-12-27 15:19:08 main:574] : INFO : Epoch 1917 | loss: 0.0311986 | val_loss: 0.0312069 | Time: 1518.54 ms
[2021-12-27 15:19:09 main:574] : INFO : Epoch 1918 | loss: 0.0312084 | val_loss: 0.031187 | Time: 1519.37 ms
[2021-12-27 15:19:11 main:574] : INFO : Epoch 1919 | loss: 0.0311984 | val_loss: 0.0311874 | Time: 1519.45 ms
[2021-12-27 15:19:12 main:574] : INFO : Epoch 1920 | loss: 0.0311889 | val_loss: 0.031188 | Time: 1521.71 ms
[2021-12-27 15:19:14 main:574] : INFO : Epoch 1921 | loss: 0.031193 | val_loss: 0.0311865 | Time: 1525.75 ms
[2021-12-27 15:19:15 main:574] : INFO : Epoch 1922 | loss: 0.0311977 | val_loss: 0.0311862 | Time: 1518.77 ms
[2021-12-27 15:19:17 main:574] : INFO : Epoch 1923 | loss: 0.0311879 | val_loss: 0.0311865 | Time: 1520.13 ms
[2021-12-27 15:19:18 main:574] : INFO : Epoch 1924 | loss: 0.0311876 | val_loss: 0.0311818 | Time: 1518.66 ms
[2021-12-27 15:19:20 main:574] : INFO : Epoch 1925 | loss: 0.031209 | val_loss: 0.0311954 | Time: 1519.55 ms
[2021-12-27 15:19:21 main:574] : INFO : Epoch 1926 | loss: 0.0311909 | val_loss: 0.0311833 | Time: 1518.19 ms
[2021-12-27 15:19:23 main:574] : INFO : Epoch 1927 | loss: 0.0311899 | val_loss: 0.0311807 | Time: 1522.74 ms
[2021-12-27 15:19:24 main:574] : INFO : Epoch 1928 | loss: 0.0311917 | val_loss: 0.0312168 | Time: 1521.79 ms
[2021-12-27 15:19:26 main:574] : INFO : Epoch 1929 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 1520.01 ms
[2021-12-27 15:19:27 main:574] : INFO : Epoch 1930 | loss: 0.0311874 | val_loss: 0.0311848 | Time: 1523.41 ms
[2021-12-27 15:19:29 main:574] : INFO : Epoch 1931 | loss: 0.0311833 | val_loss: 0.0311783 | Time: 1523.82 ms
[2021-12-27 15:19:31 main:574] : INFO : Epoch 1932 | loss: 0.0311915 | val_loss: 0.0312074 | Time: 1526.1 ms
[2021-12-27 15:19:32 main:574] : INFO : Epoch 1933 | loss: 0.0311926 | val_loss: 0.0311962 | Time: 1524.26 ms
[2021-12-27 15:19:34 main:574] : INFO : Epoch 1934 | loss: 0.0311897 | val_loss: 0.0311871 | Time: 1519.75 ms
[2021-12-27 15:19:35 main:574] : INFO : Epoch 1935 | loss: 0.0311982 | val_loss: 0.0311895 | Time: 1521.67 ms
[2021-12-27 15:19:37 main:574] : INFO : Epoch 1936 | loss: 0.0311978 | val_loss: 0.0311882 | Time: 1522.31 ms
[2021-12-27 15:19:38 main:574] : INFO : Epoch 1937 | loss: 0.0311883 | val_loss: 0.0311834 | Time: 1522.37 ms
[2021-12-27 15:19:40 main:574] : INFO : Epoch 1938 | loss: 0.0311818 | val_loss: 0.031179 | Time: 1521.08 ms
[2021-12-27 15:19:41 main:574] : INFO : Epoch 1939 | loss: 0.0311799 | val_loss: 0.0311768 | Time: 1522.58 ms
[2021-12-27 15:19:43 main:574] : INFO : Epoch 1940 | loss: 0.0311826 | val_loss: 0.0312003 | Time: 1522.88 ms
[2021-12-27 15:19:44 main:574] : INFO : Epoch 1941 | loss: 0.0311899 | val_loss: 0.0312056 | Time: 1522.23 ms
[2021-12-27 15:19:46 main:574] : INFO : Epoch 1942 | loss: 0.0311938 | val_loss: 0.0311762 | Time: 1519.95 ms
[2021-12-27 15:19:47 main:574] : INFO : Epoch 1943 | loss: 0.0311912 | val_loss: 0.031195 | Time: 1526.46 ms
[2021-12-27 15:19:49 main:574] : INFO : Epoch 1944 | loss: 0.0311811 | val_loss: 0.0311823 | Time: 1523.69 ms
[2021-12-27 15:19:50 main:574] : INFO : Epoch 1945 | loss: 0.0311767 | val_loss: 0.0311748 | Time: 1521.54 ms
[2021-12-27 15:19:52 main:574] : INFO : Epoch 1946 | loss: 0.03118 | val_loss: 0.0311747 | Time: 1521.74 ms
[2021-12-27 15:19:53 main:574] : INFO : Epoch 1947 | loss: 0.0311773 | val_loss: 0.0311742 | Time: 1522.4 ms
[2021-12-27 15:19:55 main:574] : INFO : Epoch 1948 | loss: 0.031175 | val_loss: 0.0311738 | Time: 1522.62 ms
[2021-12-27 15:19:56 main:574] : INFO : Epoch 1949 | loss: 0.0311788 | val_loss: 0.0311923 | Time: 1521.07 ms
[2021-12-27 15:19:58 main:574] : INFO : Epoch 1950 | loss: 0.0311778 | val_loss: 0.0311738 | Time: 1520.15 ms
[2021-12-27 15:20:00 main:574] : INFO : Epoch 1951 | loss: 0.0311838 | val_loss: 0.0311808 | Time: 1525.92 ms
[2021-12-27 15:20:01 main:574] : INFO : Epoch 1952 | loss: 0.0311775 | val_loss: 0.0311761 | Time: 1524.53 ms
[2021-12-27 15:20:03 main:574] : INFO : Epoch 1953 | loss: 0.0311777 | val_loss: 0.0311751 | Time: 1517.64 ms
[2021-12-27 15:20:04 main:574] : INFO : Epoch 1954 | loss: 0.031175 | val_loss: 0.0311746 | Time: 1521.71 ms
[2021-12-27 15:20:06 main:574] : INFO : Epoch 1955 | loss: 0.031191 | val_loss: 0.0311858 | Time: 1522.26 ms
[2021-12-27 15:20:07 main:574] : INFO : Epoch 1956 | loss: 0.0311847 | val_loss: 0.0311797 | Time: 1521.41 ms
[2021-12-27 15:20:09 main:574] : INFO : Epoch 1957 | loss: 0.0311807 | val_loss: 0.0311777 | Time: 1521.89 ms
[2021-12-27 15:20:10 main:574] : INFO : Epoch 1958 | loss: 0.0311832 | val_loss: 0.0311805 | Time: 1524.32 ms
[2021-12-27 15:20:12 main:574] : INFO : Epoch 1959 | loss: 0.0311751 | val_loss: 0.0311811 | Time: 1519.73 ms
[2021-12-27 15:20:13 main:574] : INFO : Epoch 1960 | loss: 0.0311761 | val_loss: 0.0311765 | Time: 1525.89 ms
[2021-12-27 15:20:15 main:574] : INFO : Epoch 1961 | loss: 0.031183 | val_loss: 0.0311983 | Time: 1520.8 ms
[2021-12-27 15:20:16 main:574] : INFO : Epoch 1962 | loss: 0.0311842 | val_loss: 0.0311966 | Time: 1520.05 ms
[2021-12-27 15:20:18 main:574] : INFO : Epoch 1963 | loss: 0.0311811 | val_loss: 0.0312007 | Time: 1521.78 ms
[2021-12-27 15:20:19 main:574] : INFO : Epoch 1964 | loss: 0.0311787 | val_loss: 0.0311735 | Time: 1525.79 ms
[2021-12-27 15:20:21 main:574] : INFO : Epoch 1965 | loss: 0.0311743 | val_loss: 0.031178 | Time: 1520.38 ms
[2021-12-27 15:20:22 main:574] : INFO : Epoch 1966 | loss: 0.0311732 | val_loss: 0.0311763 | Time: 1521.8 ms
[2021-12-27 15:20:24 main:574] : INFO : Epoch 1967 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 1520.43 ms
[2021-12-27 15:20:25 main:574] : INFO : Epoch 1968 | loss: 0.0311763 | val_loss: 0.0311765 | Time: 1522.6 ms
[2021-12-27 15:20:27 main:574] : INFO : Epoch 1969 | loss: 0.0311736 | val_loss: 0.0311778 | Time: 1523.15 ms
[2021-12-27 15:20:29 main:574] : INFO : Epoch 1970 | loss: 0.0311921 | val_loss: 0.0311935 | Time: 1525.16 ms
[2021-12-27 15:20:30 main:574] : INFO : Epoch 1971 | loss: 0.0311797 | val_loss: 0.0311753 | Time: 1520.73 ms
[2021-12-27 15:20:32 main:574] : INFO : Epoch 1972 | loss: 0.0311814 | val_loss: 0.0311824 | Time: 1519.44 ms
[2021-12-27 15:20:33 main:574] : INFO : Epoch 1973 | loss: 0.0311731 | val_loss: 0.0311768 | Time: 1518.03 ms
[2021-12-27 15:20:35 main:574] : INFO : Epoch 1974 | loss: 0.031174 | val_loss: 0.0311768 | Time: 1518.41 ms
[2021-12-27 15:20:36 main:574] : INFO : Epoch 1975 | loss: 0.0311718 | val_loss: 0.0311804 | Time: 1519.18 ms
[2021-12-27 15:20:38 main:574] : INFO : Epoch 1976 | loss: 0.0311736 | val_loss: 0.0311741 | Time: 1522 ms
[2021-12-27 15:20:39 main:574] : INFO : Epoch 1977 | loss: 0.0311729 | val_loss: 0.031183 | Time: 1525.25 ms
[2021-12-27 15:20:41 main:574] : INFO : Epoch 1978 | loss: 0.031178 | val_loss: 0.0312263 | Time: 1520.51 ms
[2021-12-27 15:20:42 main:574] : INFO : Epoch 1979 | loss: 0.0311873 | val_loss: 0.0311886 | Time: 1521.4 ms
[2021-12-27 15:20:44 main:574] : INFO : Epoch 1980 | loss: 0.031179 | val_loss: 0.0311768 | Time: 1522.96 ms
[2021-12-27 15:20:45 main:574] : INFO : Epoch 1981 | loss: 0.0311769 | val_loss: 0.0311735 | Time: 1522.06 ms
[2021-12-27 15:20:47 main:574] : INFO : Epoch 1982 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 1519.25 ms
[2021-12-27 15:20:48 main:574] : INFO : Epoch 1983 | loss: 0.0311765 | val_loss: 0.0311841 | Time: 1519.6 ms
[2021-12-27 15:20:50 main:574] : INFO : Epoch 1984 | loss: 0.0311765 | val_loss: 0.0311742 | Time: 1521.42 ms
[2021-12-27 15:20:51 main:574] : INFO : Epoch 1985 | loss: 0.031174 | val_loss: 0.0311759 | Time: 1520.34 ms
[2021-12-27 15:20:53 main:574] : INFO : Epoch 1986 | loss: 0.0311706 | val_loss: 0.0311769 | Time: 1518.03 ms
[2021-12-27 15:20:54 main:574] : INFO : Epoch 1987 | loss: 0.0311722 | val_loss: 0.0311808 | Time: 1516.27 ms
[2021-12-27 15:20:56 main:574] : INFO : Epoch 1988 | loss: 0.0311778 | val_loss: 0.0311741 | Time: 1522.36 ms
[2021-12-27 15:20:57 main:574] : INFO : Epoch 1989 | loss: 0.0311693 | val_loss: 0.0311987 | Time: 1523.14 ms
[2021-12-27 15:20:59 main:574] : INFO : Epoch 1990 | loss: 0.0311751 | val_loss: 0.0311816 | Time: 1520.76 ms
[2021-12-27 15:21:00 main:574] : INFO : Epoch 1991 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 1517.22 ms
[2021-12-27 15:21:02 main:574] : INFO : Epoch 1992 | loss: 0.0311717 | val_loss: 0.0311768 | Time: 1520.71 ms
[2021-12-27 15:21:04 main:574] : INFO : Epoch 1993 | loss: 0.0311756 | val_loss: 0.0311749 | Time: 1522.42 ms
[2021-12-27 15:21:05 main:574] : INFO : Epoch 1994 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 1524.52 ms
[2021-12-27 15:21:07 main:574] : INFO : Epoch 1995 | loss: 0.0311753 | val_loss: 0.0311742 | Time: 1520.97 ms
[2021-12-27 15:21:08 main:574] : INFO : Epoch 1996 | loss: 0.03117 | val_loss: 0.0311793 | Time: 1521 ms
[2021-12-27 15:21:10 main:574] : INFO : Epoch 1997 | loss: 0.0311727 | val_loss: 0.0311775 | Time: 1523.11 ms
[2021-12-27 15:21:11 main:574] : INFO : Epoch 1998 | loss: 0.031175 | val_loss: 0.0311811 | Time: 1522.35 ms
[2021-12-27 15:21:13 main:574] : INFO : Epoch 1999 | loss: 0.0311698 | val_loss: 0.0311738 | Time: 1518.52 ms
[2021-12-27 15:21:14 main:574] : INFO : Epoch 2000 | loss: 0.0311696 | val_loss: 0.0311872 | Time: 1523.2 ms
[2021-12-27 15:21:16 main:574] : INFO : Epoch 2001 | loss: 0.031169 | val_loss: 0.0311755 | Time: 1520.52 ms
[2021-12-27 15:21:17 main:574] : INFO : Epoch 2002 | loss: 0.0311737 | val_loss: 0.0311994 | Time: 1520.52 ms
[2021-12-27 15:21:19 main:574] : INFO : Epoch 2003 | loss: 0.0311784 | val_loss: 0.0311823 | Time: 1520.41 ms
[2021-12-27 15:21:20 main:574] : INFO : Epoch 2004 | loss: 0.0311701 | val_loss: 0.0311805 | Time: 1521.56 ms
[2021-12-27 15:21:22 main:574] : INFO : Epoch 2005 | loss: 0.031168 | val_loss: 0.031175 | Time: 1523.95 ms
[2021-12-27 15:21:23 main:574] : INFO : Epoch 2006 | loss: 0.0311706 | val_loss: 0.0311986 | Time: 1526.81 ms
[2021-12-27 15:21:25 main:574] : INFO : Epoch 2007 | loss: 0.0311788 | val_loss: 0.0311774 | Time: 1520.58 ms
[2021-12-27 15:21:26 main:574] : INFO : Epoch 2008 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 1524.31 ms
[2021-12-27 15:21:28 main:574] : INFO : Epoch 2009 | loss: 0.0311697 | val_loss: 0.0311758 | Time: 1522.64 ms
[2021-12-27 15:21:29 main:574] : INFO : Epoch 2010 | loss: 0.0311768 | val_loss: 0.031187 | Time: 1522.02 ms
[2021-12-27 15:21:31 main:574] : INFO : Epoch 2011 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 1522.36 ms
[2021-12-27 15:21:33 main:574] : INFO : Epoch 2012 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 1520.22 ms
[2021-12-27 15:21:34 main:574] : INFO : Epoch 2013 | loss: 0.0311667 | val_loss: 0.0311747 | Time: 1516.44 ms
[2021-12-27 15:21:36 main:574] : INFO : Epoch 2014 | loss: 0.0311646 | val_loss: 0.0311787 | Time: 1522.69 ms
[2021-12-27 15:21:37 main:574] : INFO : Epoch 2015 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 1521.17 ms
[2021-12-27 15:21:39 main:574] : INFO : Epoch 2016 | loss: 0.0311663 | val_loss: 0.0311763 | Time: 1521.6 ms
[2021-12-27 15:21:40 main:574] : INFO : Epoch 2017 | loss: 0.0311671 | val_loss: 0.0311793 | Time: 1519.77 ms
[2021-12-27 15:21:42 main:574] : INFO : Epoch 2018 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 1519.94 ms
[2021-12-27 15:21:43 main:574] : INFO : Epoch 2019 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 1520.69 ms
[2021-12-27 15:21:45 main:574] : INFO : Epoch 2020 | loss: 0.0311654 | val_loss: 0.0311795 | Time: 1520.93 ms
[2021-12-27 15:21:46 main:574] : INFO : Epoch 2021 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 1524.62 ms
[2021-12-27 15:21:48 main:574] : INFO : Epoch 2022 | loss: 0.0311658 | val_loss: 0.0311818 | Time: 1531.84 ms
[2021-12-27 15:21:49 main:574] : INFO : Epoch 2023 | loss: 0.0311647 | val_loss: 0.0311747 | Time: 1537.83 ms
[2021-12-27 15:21:51 main:574] : INFO : Epoch 2024 | loss: 0.0311647 | val_loss: 0.0311802 | Time: 1529.69 ms
[2021-12-27 15:21:52 main:574] : INFO : Epoch 2025 | loss: 0.0311658 | val_loss: 0.0311769 | Time: 1530.99 ms
[2021-12-27 15:21:54 main:574] : INFO : Epoch 2026 | loss: 0.0311682 | val_loss: 0.0311832 | Time: 1529.11 ms
[2021-12-27 15:21:55 main:574] : INFO : Epoch 2027 | loss: 0.0311672 | val_loss: 0.0311762 | Time: 1529.75 ms
[2021-12-27 15:21:57 main:574] : INFO : Epoch 2028 | loss: 0.0311689 | val_loss: 0.0311856 | Time: 1531.32 ms
[2021-12-27 15:21:59 main:574] : INFO : Epoch 2029 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 1531.24 ms
[2021-12-27 15:22:00 main:574] : INFO : Epoch 2030 | loss: 0.031166 | val_loss: 0.0311789 | Time: 1534.44 ms
[2021-12-27 15:22:02 main:574] : INFO : Epoch 2031 | loss: 0.0311731 | val_loss: 0.031196 | Time: 1527.69 ms
[2021-12-27 15:22:03 main:574] : INFO : Epoch 2032 | loss: 0.0311725 | val_loss: 0.0311813 | Time: 1530.92 ms
[2021-12-27 15:22:05 main:574] : INFO : Epoch 2033 | loss: 0.0311655 | val_loss: 0.0311764 | Time: 1528.63 ms
[2021-12-27 15:22:06 main:574] : INFO : Epoch 2034 | loss: 0.0311693 | val_loss: 0.0311923 | Time: 1532.89 ms
[2021-12-27 15:22:08 main:574] : INFO : Epoch 2035 | loss: 0.0311664 | val_loss: 0.0311761 | Time: 1531.81 ms
[2021-12-27 15:22:09 main:574] : INFO : Epoch 2036 | loss: 0.0311671 | val_loss: 0.0311742 | Time: 1535.42 ms
[2021-12-27 15:22:11 main:574] : INFO : Epoch 2037 | loss: 0.0311672 | val_loss: 0.0311788 | Time: 1529.86 ms
[2021-12-27 15:22:12 main:574] : INFO : Epoch 2038 | loss: 0.0311625 | val_loss: 0.0311755 | Time: 1530.26 ms
[2021-12-27 15:22:14 main:574] : INFO : Epoch 2039 | loss: 0.0311638 | val_loss: 0.0311777 | Time: 1528.87 ms
[2021-12-27 15:22:15 main:574] : INFO : Epoch 2040 | loss: 0.0311629 | val_loss: 0.0311836 | Time: 1531.65 ms
[2021-12-27 15:22:17 main:574] : INFO : Epoch 2041 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 1528.67 ms
[2021-12-27 15:22:18 main:574] : INFO : Epoch 2042 | loss: 0.0311664 | val_loss: 0.0311781 | Time: 1527.24 ms
[2021-12-27 15:22:20 main:574] : INFO : Epoch 2043 | loss: 0.031162 | val_loss: 0.0311838 | Time: 1533.42 ms
[2021-12-27 15:22:22 main:574] : INFO : Epoch 2044 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 1528.14 ms
[2021-12-27 15:22:23 main:574] : INFO : Epoch 2045 | loss: 0.0311625 | val_loss: 0.0311781 | Time: 1529.67 ms
[2021-12-27 15:22:25 main:574] : INFO : Epoch 2046 | loss: 0.0311645 | val_loss: 0.0311837 | Time: 1533.61 ms
[2021-12-27 15:22:26 main:574] : INFO : Epoch 2047 | loss: 0.0311644 | val_loss: 0.0311837 | Time: 1531.65 ms
[2021-12-27 15:22:28 main:574] : INFO : Epoch 2048 | loss: 0.0311702 | val_loss: 0.0311822 | Time: 1530.44 ms
[2021-12-27 15:22:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822
[2021-12-27 15:22:28 main:603] : INFO : Saving end state to config to file
[2021-12-27 15:22:28 main:608] : INFO : Success, exiting..
15:22:28 (14844): 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)