Task 10034167
| Name | ParityModified-1639966308-2727-0_0 |
| Workunit | 7412730 |
| Created | 20 Dec 2021, 2:11:51 UTC |
| Sent | 6 Jan 2022, 6:10:58 UTC |
| Report deadline | 14 Jan 2022, 6:10:58 UTC |
| Received | 8 Jan 2022, 1:07:15 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8169 |
| Run time | 54 min 27 sec |
| CPU time | 48 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,066.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.36 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: 0.0309965 | val_loss: 0.0313411 | Time: 1504.76 ms [2022-01-07 16:53:08 main:574] : INFO : Epoch 1543 | loss: 0.0310014 | val_loss: 0.0313471 | Time: 1507.84 ms [2022-01-07 16:53:10 main:574] : INFO : Epoch 1544 | loss: 0.0309973 | val_loss: 0.0313116 | Time: 1513.9 ms [2022-01-07 16:53:11 main:574] : INFO : Epoch 1545 | loss: 0.0309855 | val_loss: 0.0313503 | Time: 1511.16 ms [2022-01-07 16:53:13 main:574] : INFO : Epoch 1546 | loss: 0.030988 | val_loss: 0.0313834 | Time: 1527 ms [2022-01-07 16:53:15 main:574] : INFO : Epoch 1547 | loss: 0.0309958 | val_loss: 0.0313823 | Time: 1520.43 ms [2022-01-07 16:53:16 main:574] : INFO : Epoch 1548 | loss: 0.0309836 | val_loss: 0.0313401 | Time: 1499.89 ms [2022-01-07 16:53:18 main:574] : INFO : Epoch 1549 | loss: 0.0309881 | val_loss: 0.0313438 | Time: 1515.13 ms [2022-01-07 16:53:19 main:574] : INFO : Epoch 1550 | loss: 0.0309807 | val_loss: 0.0313584 | Time: 1519.12 ms [2022-01-07 16:53:21 main:574] : INFO : Epoch 1551 | loss: 0.0309855 | val_loss: 0.0313362 | Time: 1527.43 ms [2022-01-07 16:53:22 main:574] : INFO : Epoch 1552 | loss: 0.0309925 | val_loss: 0.0312943 | Time: 1538.41 ms [2022-01-07 16:53:24 main:574] : INFO : Epoch 1553 | loss: 0.0309872 | val_loss: 0.031335 | Time: 1510.29 ms [2022-01-07 16:53:26 main:574] : INFO : Epoch 1554 | loss: 0.0309853 | val_loss: 0.0313366 | Time: 1521.14 ms [2022-01-07 16:53:27 main:574] : INFO : Epoch 1555 | loss: 0.0309914 | val_loss: 0.0313557 | Time: 1529.51 ms [2022-01-07 16:53:29 main:574] : INFO : Epoch 1556 | loss: 0.0309936 | val_loss: 0.0313247 | Time: 1525.44 ms [2022-01-07 16:53:30 main:574] : INFO : Epoch 1557 | loss: 0.0309864 | val_loss: 0.0313066 | Time: 1513.59 ms [2022-01-07 16:53:32 main:574] : INFO : Epoch 1558 | loss: 0.0309842 | val_loss: 0.0313464 | Time: 1526.05 ms [2022-01-07 16:53:34 main:574] : INFO : Epoch 1559 | loss: 0.0309866 | val_loss: 0.0313072 | Time: 1502.02 ms [2022-01-07 16:53:35 main:574] : INFO : Epoch 1560 | loss: 0.0309843 | val_loss: 0.0313123 | Time: 1515.13 ms [2022-01-07 16:53:37 main:574] : INFO : Epoch 1561 | loss: 0.0309848 | val_loss: 0.0313362 | Time: 1508.83 ms [2022-01-07 16:53:38 main:574] : INFO : Epoch 1562 | loss: 0.0309856 | val_loss: 0.0313627 | Time: 1521.66 ms [2022-01-07 16:53:40 main:574] : INFO : Epoch 1563 | loss: 0.0309893 | val_loss: 0.0313726 | Time: 1521.18 ms [2022-01-07 16:53:42 main:574] : INFO : Epoch 1564 | loss: 0.0309841 | val_loss: 0.0313567 | Time: 1529.86 ms [2022-01-07 16:53:43 main:574] : INFO : Epoch 1565 | loss: 0.030984 | val_loss: 0.0313786 | Time: 1506.74 ms [2022-01-07 16:53:45 main:574] : INFO : Epoch 1566 | loss: 0.030986 | val_loss: 0.0313079 | Time: 1505.21 ms [2022-01-07 16:53:46 main:574] : INFO : Epoch 1567 | loss: 0.0309918 | val_loss: 0.0313164 | Time: 1496.35 ms [2022-01-07 16:53:48 main:574] : INFO : Epoch 1568 | loss: 0.0309861 | val_loss: 0.0313377 | Time: 1512.04 ms [2022-01-07 16:53:49 main:574] : INFO : Epoch 1569 | loss: 0.0309836 | val_loss: 0.0313147 | Time: 1542.01 ms [2022-01-07 16:53:51 main:574] : INFO : Epoch 1570 | loss: 0.0309863 | val_loss: 0.0313071 | Time: 1527.1 ms [2022-01-07 16:53:53 main:574] : INFO : Epoch 1571 | loss: 0.030989 | val_loss: 0.0313627 | Time: 1530.26 ms [2022-01-07 16:53:54 main:574] : INFO : Epoch 1572 | loss: 0.0309853 | val_loss: 0.031303 | Time: 1512.16 ms [2022-01-07 16:53:56 main:574] : INFO : Epoch 1573 | loss: 0.0309924 | val_loss: 0.031359 | Time: 1519.82 ms [2022-01-07 16:53:57 main:574] : INFO : Epoch 1574 | loss: 0.0309844 | val_loss: 0.031348 | Time: 1514.37 ms [2022-01-07 16:53:59 main:574] : INFO : Epoch 1575 | loss: 0.030986 | val_loss: 0.0313617 | Time: 1512.2 ms [2022-01-07 16:54:01 main:574] : INFO : Epoch 1576 | loss: 0.0309884 | val_loss: 0.0313856 | Time: 1540.24 ms [2022-01-07 16:54:02 main:574] : INFO : Epoch 1577 | loss: 0.0309905 | val_loss: 0.0313591 | Time: 1531.9 ms [2022-01-07 16:54:04 main:574] : INFO : Epoch 1578 | loss: 0.0309874 | val_loss: 0.0313405 | Time: 1519.71 ms [2022-01-07 16:54:05 main:574] : INFO : Epoch 1579 | loss: 0.0309866 | val_loss: 0.0313348 | Time: 1526.94 ms [2022-01-07 16:54:07 main:574] : INFO : Epoch 1580 | loss: 0.0309876 | val_loss: 0.0313623 | Time: 1514.63 ms [2022-01-07 16:54:09 main:574] : INFO : Epoch 1581 | loss: 0.0309853 | val_loss: 0.0313343 | Time: 1506.7 ms [2022-01-07 16:54:10 main:574] : INFO : Epoch 1582 | loss: 0.0309779 | val_loss: 0.031338 | Time: 1518.15 ms [2022-01-07 16:54:12 main:574] : INFO : Epoch 1583 | loss: 0.0309801 | val_loss: 0.0313351 | Time: 1531.19 ms [2022-01-07 16:54:13 main:574] : INFO : Epoch 1584 | loss: 0.0309868 | val_loss: 0.0313376 | Time: 1519.24 ms [2022-01-07 16:54:15 main:574] : INFO : Epoch 1585 | loss: 0.0309891 | val_loss: 0.0313352 | Time: 1512.49 ms [2022-01-07 16:54:16 main:574] : INFO : Epoch 1586 | loss: 0.0309882 | val_loss: 0.0313587 | Time: 1507.29 ms [2022-01-07 16:54:18 main:574] : INFO : Epoch 1587 | loss: 0.0309789 | val_loss: 0.0313338 | Time: 1516.63 ms [2022-01-07 16:54:20 main:574] : INFO : Epoch 1588 | loss: 0.0309867 | val_loss: 0.0313594 | Time: 1528.85 ms [2022-01-07 16:54:21 main:574] : INFO : Epoch 1589 | loss: 0.0309896 | val_loss: 0.0313782 | Time: 1504.88 ms [2022-01-07 16:54:23 main:574] : INFO : Epoch 1590 | loss: 0.0309838 | val_loss: 0.031352 | Time: 1608.22 ms [2022-01-07 16:54:24 main:574] : INFO : Epoch 1591 | loss: 0.0309788 | val_loss: 0.0313532 | Time: 1506.63 ms [2022-01-07 16:54:26 main:574] : INFO : Epoch 1592 | loss: 0.0309929 | val_loss: 0.0313497 | Time: 1513.61 ms [2022-01-07 16:54:28 main:574] : INFO : Epoch 1593 | loss: 0.0309941 | val_loss: 0.0313175 | Time: 1501.59 ms [2022-01-07 16:54:29 main:574] : INFO : Epoch 1594 | loss: 0.030995 | val_loss: 0.0313248 | Time: 1500.38 ms [2022-01-07 16:54:31 main:574] : INFO : Epoch 1595 | loss: 0.0309978 | val_loss: 0.0313203 | Time: 1531.12 ms [2022-01-07 16:54:32 main:574] : INFO : Epoch 1596 | loss: 0.0309902 | val_loss: 0.0313433 | Time: 1535.04 ms [2022-01-07 16:54:34 main:574] : INFO : Epoch 1597 | loss: 0.030988 | val_loss: 0.0313123 | Time: 1505.26 ms [2022-01-07 16:54:35 main:574] : INFO : Epoch 1598 | loss: 0.0309828 | val_loss: 0.0313535 | Time: 1540.77 ms [2022-01-07 16:54:37 main:574] : INFO : Epoch 1599 | loss: 0.0309804 | val_loss: 0.0313538 | Time: 1512.19 ms [2022-01-07 16:54:39 main:574] : INFO : Epoch 1600 | loss: 0.030985 | val_loss: 0.0313191 | Time: 1503.59 ms [2022-01-07 16:54:40 main:574] : INFO : Epoch 1601 | loss: 0.0309845 | val_loss: 0.0313715 | Time: 1524.77 ms [2022-01-07 16:54:42 main:574] : INFO : Epoch 1602 | loss: 0.0309782 | val_loss: 0.0313552 | Time: 1521.53 ms [2022-01-07 16:54:43 main:574] : INFO : Epoch 1603 | loss: 0.0309839 | val_loss: 0.0313402 | Time: 1504.13 ms [2022-01-07 16:54:45 main:574] : INFO : Epoch 1604 | loss: 0.0309813 | val_loss: 0.0313478 | Time: 1515.92 ms [2022-01-07 16:54:47 main:574] : INFO : Epoch 1605 | loss: 0.0309895 | val_loss: 0.0313272 | Time: 1517.77 ms [2022-01-07 16:54:48 main:574] : INFO : Epoch 1606 | loss: 0.0309924 | val_loss: 0.031299 | Time: 1509.58 ms [2022-01-07 16:54:50 main:574] : INFO : Epoch 1607 | loss: 0.0309936 | val_loss: 0.0313196 | Time: 1518.78 ms [2022-01-07 16:54:51 main:574] : INFO : Epoch 1608 | loss: 0.0309883 | val_loss: 0.0313342 | Time: 1521.53 ms [2022-01-07 16:54:53 main:574] : INFO : Epoch 1609 | loss: 0.0309848 | val_loss: 0.0313259 | Time: 1582.08 ms [2022-01-07 16:54:55 main:574] : INFO : Epoch 1610 | loss: 0.0309843 | val_loss: 0.0313825 | Time: 1530.71 ms [2022-01-07 16:54:56 main:574] : INFO : Epoch 1611 | loss: 0.0309947 | val_loss: 0.0313281 | Time: 1501.06 ms [2022-01-07 16:54:58 main:574] : INFO : Epoch 1612 | loss: 0.0309882 | val_loss: 0.0313276 | Time: 1513.12 ms [2022-01-07 16:54:59 main:574] : INFO : Epoch 1613 | loss: 0.0309858 | val_loss: 0.0313393 | Time: 1517.46 ms [2022-01-07 16:55:01 main:574] : INFO : Epoch 1614 | loss: 0.0309794 | val_loss: 0.031368 | Time: 1596.25 ms [2022-01-07 16:55:03 main:574] : INFO : Epoch 1615 | loss: 0.030984 | val_loss: 0.0313558 | Time: 1532.34 ms [2022-01-07 16:55:04 main:574] : INFO : Epoch 1616 | loss: 0.030977 | val_loss: 0.0313403 | Time: 1513.7 ms [2022-01-07 16:55:06 main:574] : INFO : Epoch 1617 | loss: 0.0309881 | val_loss: 0.0313521 | Time: 1511.88 ms [2022-01-07 16:55:07 main:574] : INFO : Epoch 1618 | loss: 0.0309892 | val_loss: 0.0313233 | Time: 1508.36 ms [2022-01-07 16:55:09 main:574] : INFO : Epoch 1619 | loss: 0.030982 | val_loss: 0.0313001 | Time: 1506.24 ms [2022-01-07 16:55:11 main:574] : INFO : Epoch 1620 | loss: 0.0309845 | val_loss: 0.0313632 | Time: 1504.52 ms [2022-01-07 16:55:12 main:574] : INFO : Epoch 1621 | loss: 0.0309878 | val_loss: 0.0313512 | Time: 1552.98 ms [2022-01-07 16:55:14 main:574] : INFO : Epoch 1622 | loss: 0.0309841 | val_loss: 0.0313425 | Time: 1521.92 ms [2022-01-07 16:55:15 main:574] : INFO : Epoch 1623 | loss: 0.0309825 | val_loss: 0.0313411 | Time: 1513.41 ms [2022-01-07 16:55:17 main:574] : INFO : Epoch 1624 | loss: 0.0309866 | val_loss: 0.0313729 | Time: 1520.09 ms [2022-01-07 16:55:19 main:574] : INFO : Epoch 1625 | loss: 0.0309973 | val_loss: 0.0313694 | Time: 1595.19 ms [2022-01-07 16:55:20 main:574] : INFO : Epoch 1626 | loss: 0.0309926 | val_loss: 0.0313467 | Time: 1526.14 ms [2022-01-07 16:55:22 main:574] : INFO : Epoch 1627 | loss: 0.0309882 | val_loss: 0.0313195 | Time: 1532.74 ms [2022-01-07 16:55:23 main:574] : INFO : Epoch 1628 | loss: 0.0309916 | val_loss: 0.0313469 | Time: 1500.84 ms [2022-01-07 16:55:25 main:574] : INFO : Epoch 1629 | loss: 0.030987 | val_loss: 0.031305 | Time: 1520.13 ms [2022-01-07 16:55:26 main:574] : INFO : Epoch 1630 | loss: 0.0309846 | val_loss: 0.0313131 | Time: 1505.11 ms [2022-01-07 16:55:28 main:574] : INFO : Epoch 1631 | loss: 0.0309912 | val_loss: 0.0313628 | Time: 1517.21 ms [2022-01-07 16:55:30 main:574] : INFO : Epoch 1632 | loss: 0.03099 | val_loss: 0.0313579 | Time: 1511.2 ms [2022-01-07 16:55:31 main:574] : INFO : Epoch 1633 | loss: 0.0309815 | val_loss: 0.0313211 | Time: 1511.65 ms [2022-01-07 16:55:33 main:574] : INFO : Epoch 1634 | loss: 0.0309995 | val_loss: 0.0313406 | Time: 1520.93 ms [2022-01-07 16:55:34 main:574] : INFO : Epoch 1635 | loss: 0.0310066 | val_loss: 0.0313597 | Time: 1501.96 ms [2022-01-07 16:55:36 main:574] : INFO : Epoch 1636 | loss: 0.0309983 | val_loss: 0.0313389 | Time: 1509.12 ms [2022-01-07 16:55:38 main:574] : INFO : Epoch 1637 | loss: 0.0310046 | val_loss: 0.0312844 | Time: 1499.48 ms [2022-01-07 16:55:39 main:574] : INFO : Epoch 1638 | loss: 0.0310076 | val_loss: 0.0313171 | Time: 1520.11 ms [2022-01-07 16:55:41 main:574] : INFO : Epoch 1639 | loss: 0.0309955 | val_loss: 0.0313228 | Time: 1516.68 ms [2022-01-07 16:55:42 main:574] : INFO : Epoch 1640 | loss: 0.031 | val_loss: 0.0313304 | Time: 1537.04 ms [2022-01-07 16:55:44 main:574] : INFO : Epoch 1641 | loss: 0.0310019 | val_loss: 0.0313503 | Time: 1515.28 ms [2022-01-07 16:55:45 main:574] : INFO : Epoch 1642 | loss: 0.0310357 | val_loss: 0.0313868 | Time: 1517.49 ms [2022-01-07 16:55:47 main:574] : INFO : Epoch 1643 | loss: 0.0310402 | val_loss: 0.0313768 | Time: 1511.62 ms [2022-01-07 16:55:49 main:574] : INFO : Epoch 1644 | loss: 0.0309924 | val_loss: 0.0313568 | Time: 1520.7 ms [2022-01-07 16:55:50 main:574] : INFO : Epoch 1645 | loss: 0.0309779 | val_loss: 0.0313296 | Time: 1511.56 ms [2022-01-07 16:55:52 main:574] : INFO : Epoch 1646 | loss: 0.0309797 | val_loss: 0.0313368 | Time: 1519.84 ms [2022-01-07 16:55:53 main:574] : INFO : Epoch 1647 | loss: 0.0309812 | val_loss: 0.0313603 | Time: 1512.2 ms [2022-01-07 16:55:55 main:574] : INFO : Epoch 1648 | loss: 0.0309871 | val_loss: 0.0313563 | Time: 1530.51 ms [2022-01-07 16:55:57 main:574] : INFO : Epoch 1649 | loss: 0.0309834 | val_loss: 0.0313529 | Time: 1516.35 ms [2022-01-07 16:55:58 main:574] : INFO : Epoch 1650 | loss: 0.030988 | val_loss: 0.0313578 | Time: 1520.62 ms [2022-01-07 16:56:00 main:574] : INFO : Epoch 1651 | loss: 0.0309832 | val_loss: 0.0313386 | Time: 1525.62 ms [2022-01-07 16:56:01 main:574] : INFO : Epoch 1652 | loss: 0.0309829 | val_loss: 0.0313309 | Time: 1507.71 ms [2022-01-07 16:56:03 main:574] : INFO : Epoch 1653 | loss: 0.030986 | val_loss: 0.0313385 | Time: 1517.13 ms [2022-01-07 16:56:04 main:574] : INFO : Epoch 1654 | loss: 0.0309824 | val_loss: 0.0313344 | Time: 1512.71 ms [2022-01-07 16:56:06 main:574] : INFO : Epoch 1655 | loss: 0.0309901 | val_loss: 0.0313309 | Time: 1507.7 ms [2022-01-07 16:56:08 main:574] : INFO : Epoch 1656 | loss: 0.0309823 | val_loss: 0.0313631 | Time: 1523.21 ms [2022-01-07 16:56:09 main:574] : INFO : Epoch 1657 | loss: 0.0310029 | val_loss: 0.0313142 | Time: 1521.73 ms [2022-01-07 16:56:11 main:574] : INFO : Epoch 1658 | loss: 0.0310024 | val_loss: 0.0313306 | Time: 1509.53 ms [2022-01-07 16:56:12 main:574] : INFO : Epoch 1659 | loss: 0.030991 | val_loss: 0.0313455 | Time: 1539.03 ms [2022-01-07 16:56:14 main:574] : INFO : Epoch 1660 | loss: 0.0309833 | val_loss: 0.0313511 | Time: 1509.12 ms [2022-01-07 16:56:16 main:574] : INFO : Epoch 1661 | loss: 0.0309849 | val_loss: 0.0313557 | Time: 1528.53 ms [2022-01-07 16:56:17 main:574] : INFO : Epoch 1662 | loss: 0.0309986 | val_loss: 0.0313552 | Time: 1512.11 ms [2022-01-07 16:56:19 main:574] : INFO : Epoch 1663 | loss: 0.0309946 | val_loss: 0.0313624 | Time: 1536.2 ms [2022-01-07 16:56:20 main:574] : INFO : Epoch 1664 | loss: 0.0309853 | val_loss: 0.0314055 | Time: 1525.57 ms [2022-01-07 16:56:22 main:574] : INFO : Epoch 1665 | loss: 0.030984 | val_loss: 0.0313398 | Time: 1530.5 ms [2022-01-07 16:56:24 main:574] : INFO : Epoch 1666 | loss: 0.0309901 | val_loss: 0.0313122 | Time: 1518.9 ms [2022-01-07 16:56:25 main:574] : INFO : Epoch 1667 | loss: 0.0310538 | val_loss: 0.0312117 | Time: 1517.57 ms [2022-01-07 16:56:27 main:574] : INFO : Epoch 1668 | loss: 0.0311755 | val_loss: 0.0312019 | Time: 1528.37 ms [2022-01-07 16:56:28 main:574] : INFO : Epoch 1669 | loss: 0.0311641 | val_loss: 0.0311943 | Time: 1506.23 ms [2022-01-07 16:56:30 main:574] : INFO : Epoch 1670 | loss: 0.0311525 | val_loss: 0.0312018 | Time: 1513.81 ms [2022-01-07 16:56:31 main:574] : INFO : Epoch 1671 | loss: 0.031141 | val_loss: 0.0312044 | Time: 1517.02 ms [2022-01-07 16:56:33 main:574] : INFO : Epoch 1672 | loss: 0.0311331 | val_loss: 0.0312109 | Time: 1514.28 ms [2022-01-07 16:56:35 main:574] : INFO : Epoch 1673 | loss: 0.0311224 | val_loss: 0.0312085 | Time: 1505.95 ms [2022-01-07 16:56:36 main:574] : INFO : Epoch 1674 | loss: 0.0311126 | val_loss: 0.0312151 | Time: 1499.7 ms [2022-01-07 16:56:38 main:574] : INFO : Epoch 1675 | loss: 0.0311035 | val_loss: 0.0312233 | Time: 1531.33 ms [2022-01-07 16:56:39 main:574] : INFO : Epoch 1676 | loss: 0.0310945 | val_loss: 0.031243 | Time: 1531.11 ms [2022-01-07 16:56:41 main:574] : INFO : Epoch 1677 | loss: 0.0310811 | val_loss: 0.0312558 | Time: 1514.73 ms [2022-01-07 16:56:43 main:574] : INFO : Epoch 1678 | loss: 0.0310679 | val_loss: 0.0312703 | Time: 1560.43 ms [2022-01-07 16:56:44 main:574] : INFO : Epoch 1679 | loss: 0.031049 | val_loss: 0.0312639 | Time: 1508.78 ms [2022-01-07 16:56:46 main:574] : INFO : Epoch 1680 | loss: 0.0310322 | val_loss: 0.0312748 | Time: 1516.65 ms [2022-01-07 16:56:47 main:574] : INFO : Epoch 1681 | loss: 0.0310292 | val_loss: 0.0312984 | Time: 1499.92 ms [2022-01-07 16:56:49 main:574] : INFO : Epoch 1682 | loss: 0.031003 | val_loss: 0.0313087 | Time: 1507.87 ms [2022-01-07 16:56:50 main:574] : INFO : Epoch 1683 | loss: 0.0310032 | val_loss: 0.0312806 | Time: 1516.78 ms [2022-01-07 16:56:52 main:574] : INFO : Epoch 1684 | loss: 0.0310095 | val_loss: 0.0312775 | Time: 1538.61 ms [2022-01-07 16:56:54 main:574] : INFO : Epoch 1685 | loss: 0.0310083 | val_loss: 0.0313145 | Time: 1505.24 ms [2022-01-07 16:56:55 main:574] : INFO : Epoch 1686 | loss: 0.0309935 | val_loss: 0.0313371 | Time: 1507.97 ms [2022-01-07 16:56:57 main:574] : INFO : Epoch 1687 | loss: 0.0309854 | val_loss: 0.0313085 | Time: 1520.35 ms [2022-01-07 16:56:58 main:574] : INFO : Epoch 1688 | loss: 0.0309869 | val_loss: 0.0313116 | Time: 1510.06 ms [2022-01-07 16:57:00 main:574] : INFO : Epoch 1689 | loss: 0.030984 | val_loss: 0.0313529 | Time: 1518.64 ms [2022-01-07 16:57:01 main:574] : INFO : Epoch 1690 | loss: 0.0309914 | val_loss: 0.0313171 | Time: 1500.39 ms [2022-01-07 16:57:03 main:574] : INFO : Epoch 1691 | loss: 0.0309878 | val_loss: 0.0313572 | Time: 1514.43 ms [2022-01-07 16:57:05 main:574] : INFO : Epoch 1692 | loss: 0.0309854 | val_loss: 0.0313476 | Time: 1521.08 ms [2022-01-07 16:57:06 main:574] : INFO : Epoch 1693 | loss: 0.0309878 | val_loss: 0.0312971 | Time: 1537.17 ms [2022-01-07 16:57:08 main:574] : INFO : Epoch 1694 | loss: 0.0309932 | val_loss: 0.0313344 | Time: 1525.2 ms [2022-01-07 16:57:09 main:574] : INFO : Epoch 1695 | loss: 0.0309845 | val_loss: 0.0313488 | Time: 1518.61 ms [2022-01-07 16:57:11 main:574] : INFO : Epoch 1696 | loss: 0.0309874 | val_loss: 0.0313605 | Time: 1597.55 ms [2022-01-07 16:57:13 main:574] : INFO : Epoch 1697 | loss: 0.0309859 | val_loss: 0.0313263 | Time: 1532.4 ms [2022-01-07 16:57:14 main:574] : INFO : Epoch 1698 | loss: 0.0309874 | val_loss: 0.0313475 | Time: 1510.42 ms [2022-01-07 16:57:16 main:574] : INFO : Epoch 1699 | loss: 0.0310152 | val_loss: 0.0313025 | Time: 1511.41 ms [2022-01-07 16:57:17 main:574] : INFO : Epoch 1700 | loss: 0.0309996 | val_loss: 0.0313061 | Time: 1496.67 ms [2022-01-07 16:57:19 main:574] : INFO : Epoch 1701 | loss: 0.030991 | val_loss: 0.0313624 | Time: 1520.03 ms [2022-01-07 16:57:21 main:574] : INFO : Epoch 1702 | loss: 0.03099 | val_loss: 0.0313521 | Time: 1628.11 ms [2022-01-07 16:57:22 main:574] : INFO : Epoch 1703 | loss: 0.0310012 | val_loss: 0.0313361 | Time: 1534.45 ms [2022-01-07 16:57:24 main:574] : INFO : Epoch 1704 | loss: 0.0309927 | val_loss: 0.0313244 | Time: 1564.46 ms [2022-01-07 16:57:26 main:574] : INFO : Epoch 1705 | loss: 0.0309936 | val_loss: 0.0313104 | Time: 1529.17 ms [2022-01-07 16:57:27 main:574] : INFO : Epoch 1706 | loss: 0.0309981 | val_loss: 0.0313098 | Time: 1506.11 ms [2022-01-07 16:57:29 main:574] : INFO : Epoch 1707 | loss: 0.0310044 | val_loss: 0.031352 | Time: 1511.29 ms [2022-01-07 16:57:30 main:574] : INFO : Epoch 1708 | loss: 0.0309896 | val_loss: 0.0313689 | Time: 1519.19 ms [2022-01-07 16:57:32 main:574] : INFO : Epoch 1709 | loss: 0.0309897 | val_loss: 0.0313196 | Time: 1541.94 ms [2022-01-07 16:57:33 main:574] : INFO : Epoch 1710 | loss: 0.0309931 | val_loss: 0.0313246 | Time: 1514.18 ms [2022-01-07 16:57:35 main:574] : INFO : Epoch 1711 | loss: 0.0309871 | val_loss: 0.0313263 | Time: 1522.05 ms [2022-01-07 16:57:37 main:574] : INFO : Epoch 1712 | loss: 0.0309916 | val_loss: 0.0313075 | Time: 1509.69 ms [2022-01-07 16:57:38 main:574] : INFO : Epoch 1713 | loss: 0.0309942 | val_loss: 0.0313245 | Time: 1518.88 ms [2022-01-07 16:57:40 main:574] : INFO : Epoch 1714 | loss: 0.0309959 | val_loss: 0.0313106 | Time: 1620.3 ms [2022-01-07 16:57:41 main:574] : INFO : Epoch 1715 | loss: 0.0310008 | val_loss: 0.0313039 | Time: 1521.95 ms [2022-01-07 16:57:43 main:574] : INFO : Epoch 1716 | loss: 0.0309977 | val_loss: 0.0313467 | Time: 1534.24 ms [2022-01-07 16:57:45 main:574] : INFO : Epoch 1717 | loss: 0.0309905 | val_loss: 0.0313545 | Time: 1520.17 ms [2022-01-07 16:57:46 main:574] : INFO : Epoch 1718 | loss: 0.0309836 | val_loss: 0.0313748 | Time: 1514.6 ms [2022-01-07 16:57:48 main:574] : INFO : Epoch 1719 | loss: 0.0309758 | val_loss: 0.0313319 | Time: 1514.84 ms [2022-01-07 16:57:49 main:574] : INFO : Epoch 1720 | loss: 0.0309873 | val_loss: 0.0313137 | Time: 1537.22 ms [2022-01-07 16:57:51 main:574] : INFO : Epoch 1721 | loss: 0.030991 | val_loss: 0.0313023 | Time: 1509.5 ms [2022-01-07 16:57:53 main:574] : INFO : Epoch 1722 | loss: 0.0310196 | val_loss: 0.0312846 | Time: 1532.1 ms [2022-01-07 16:57:54 main:574] : INFO : Epoch 1723 | loss: 0.0310285 | val_loss: 0.0313269 | Time: 1525.88 ms [2022-01-07 16:57:56 main:574] : INFO : Epoch 1724 | loss: 0.0309944 | val_loss: 0.0313222 | Time: 1498.68 ms [2022-01-07 16:57:57 main:574] : INFO : Epoch 1725 | loss: 0.0309859 | val_loss: 0.0313498 | Time: 1519.51 ms [2022-01-07 16:57:59 main:574] : INFO : Epoch 1726 | loss: 0.0309949 | val_loss: 0.0313273 | Time: 1500.18 ms [2022-01-07 16:58:01 main:574] : INFO : Epoch 1727 | loss: 0.0309898 | val_loss: 0.0313083 | Time: 1536.39 ms [2022-01-07 16:58:02 main:574] : INFO : Epoch 1728 | loss: 0.0309887 | val_loss: 0.0312958 | Time: 1519.2 ms [2022-01-07 16:58:04 main:574] : INFO : Epoch 1729 | loss: 0.0310052 | val_loss: 0.0312949 | Time: 1516.01 ms [2022-01-07 16:58:05 main:574] : INFO : Epoch 1730 | loss: 0.0310037 | val_loss: 0.0312989 | Time: 1508.98 ms [2022-01-07 16:58:07 main:574] : INFO : Epoch 1731 | loss: 0.0310063 | val_loss: 0.0313283 | Time: 1521.73 ms [2022-01-07 16:58:08 main:574] : INFO : Epoch 1732 | loss: 0.0309831 | val_loss: 0.0313444 | Time: 1520.03 ms [2022-01-07 16:58:10 main:574] : INFO : Epoch 1733 | loss: 0.0309794 | val_loss: 0.0313754 | Time: 1513.92 ms [2022-01-07 16:58:12 main:574] : INFO : Epoch 1734 | loss: 0.0309858 | val_loss: 0.031375 | Time: 1526.59 ms [2022-01-07 16:58:13 main:574] : INFO : Epoch 1735 | loss: 0.0309929 | val_loss: 0.0313179 | Time: 1508.95 ms [2022-01-07 16:58:15 main:574] : INFO : Epoch 1736 | loss: 0.0309832 | val_loss: 0.0313075 | Time: 1508.48 ms [2022-01-07 16:58:16 main:574] : INFO : Epoch 1737 | loss: 0.0309833 | val_loss: 0.0313331 | Time: 1504.15 ms [2022-01-07 16:58:18 main:574] : INFO : Epoch 1738 | loss: 0.0309945 | val_loss: 0.0312964 | Time: 1504.67 ms [2022-01-07 16:58:19 main:574] : INFO : Epoch 1739 | loss: 0.031004 | val_loss: 0.0313348 | Time: 1524.57 ms [2022-01-07 16:58:21 main:574] : INFO : Epoch 1740 | loss: 0.0309887 | val_loss: 0.0313307 | Time: 1518.98 ms [2022-01-07 16:58:23 main:574] : INFO : Epoch 1741 | loss: 0.0309948 | val_loss: 0.0313323 | Time: 1677.25 ms [2022-01-07 16:58:24 main:574] : INFO : Epoch 1742 | loss: 0.0309925 | val_loss: 0.0313113 | Time: 1540.71 ms [2022-01-07 16:58:26 main:574] : INFO : Epoch 1743 | loss: 0.030996 | val_loss: 0.0313312 | Time: 1534.04 ms [2022-01-07 16:58:28 main:574] : INFO : Epoch 1744 | loss: 0.030997 | val_loss: 0.0313186 | Time: 1505.56 ms [2022-01-07 16:58:29 main:574] : INFO : Epoch 1745 | loss: 0.030983 | val_loss: 0.0313533 | Time: 1514.12 ms [2022-01-07 16:58:31 main:574] : INFO : Epoch 1746 | loss: 0.0309854 | val_loss: 0.0313289 | Time: 1501.39 ms [2022-01-07 16:58:32 main:574] : INFO : Epoch 1747 | loss: 0.0309887 | val_loss: 0.0313269 | Time: 1535.5 ms [2022-01-07 16:58:34 main:574] : INFO : Epoch 1748 | loss: 0.0309975 | val_loss: 0.031305 | Time: 1522.48 ms [2022-01-07 16:58:36 main:574] : INFO : Epoch 1749 | loss: 0.0310129 | val_loss: 0.0313175 | Time: 1510.28 ms [2022-01-07 16:58:37 main:574] : INFO : Epoch 1750 | loss: 0.0309891 | val_loss: 0.0313358 | Time: 1510.54 ms [2022-01-07 16:58:39 main:574] : INFO : Epoch 1751 | loss: 0.0309817 | val_loss: 0.0313239 | Time: 1516 ms [2022-01-07 16:58:40 main:574] : INFO : Epoch 1752 | loss: 0.0309806 | val_loss: 0.0313332 | Time: 1507.06 ms [2022-01-07 16:58:42 main:574] : INFO : Epoch 1753 | loss: 0.0309835 | val_loss: 0.0313376 | Time: 1539.79 ms [2022-01-07 16:58:44 main:574] : INFO : Epoch 1754 | loss: 0.0309924 | val_loss: 0.0313177 | Time: 1504.94 ms [2022-01-07 16:58:45 main:574] : INFO : Epoch 1755 | loss: 0.0309879 | val_loss: 0.0313322 | Time: 1521.79 ms [2022-01-07 16:58:47 main:574] : INFO : Epoch 1756 | loss: 0.0309835 | val_loss: 0.0313157 | Time: 1516.04 ms [2022-01-07 16:58:48 main:574] : INFO : Epoch 1757 | loss: 0.0309978 | val_loss: 0.0313388 | Time: 1517.01 ms [2022-01-07 16:58:50 main:574] : INFO : Epoch 1758 | loss: 0.0309942 | val_loss: 0.0313317 | Time: 1516.21 ms [2022-01-07 16:58:51 main:574] : INFO : Epoch 1759 | loss: 0.0309968 | val_loss: 0.0313318 | Time: 1512.77 ms [2022-01-07 16:58:53 main:574] : INFO : Epoch 1760 | loss: 0.0309866 | val_loss: 0.0313228 | Time: 1526.92 ms [2022-01-07 16:58:55 main:574] : INFO : Epoch 1761 | loss: 0.0309861 | val_loss: 0.0313627 | Time: 1543.57 ms [2022-01-07 16:58:56 main:574] : INFO : Epoch 1762 | loss: 0.0309931 | val_loss: 0.0313493 | Time: 1564.99 ms [2022-01-07 16:58:58 main:574] : INFO : Epoch 1763 | loss: 0.0309921 | val_loss: 0.0313497 | Time: 1526.54 ms [2022-01-07 16:59:00 main:574] : INFO : Epoch 1764 | loss: 0.0309919 | val_loss: 0.0313226 | Time: 1672.9 ms [2022-01-07 16:59:01 main:574] : INFO : Epoch 1765 | loss: 0.0309931 | val_loss: 0.031289 | Time: 1617.23 ms [2022-01-07 16:59:03 main:574] : INFO : Epoch 1766 | loss: 0.0310054 | val_loss: 0.0312971 | Time: 1538.51 ms [2022-01-07 16:59:05 main:574] : INFO : Epoch 1767 | loss: 0.0309948 | val_loss: 0.0313335 | Time: 1526.59 ms [2022-01-07 16:59:06 main:574] : INFO : Epoch 1768 | loss: 0.0309839 | val_loss: 0.0313254 | Time: 1506.71 ms [2022-01-07 16:59:08 main:574] : INFO : Epoch 1769 | loss: 0.030979 | val_loss: 0.0313852 | Time: 1504.72 ms [2022-01-07 16:59:09 main:574] : INFO : Epoch 1770 | loss: 0.0309865 | val_loss: 0.0313378 | Time: 1517.43 ms [2022-01-07 16:59:11 main:574] : INFO : Epoch 1771 | loss: 0.0309851 | val_loss: 0.0313109 | Time: 1506.57 ms [2022-01-07 16:59:12 main:574] : INFO : Epoch 1772 | loss: 0.0309988 | val_loss: 0.0313086 | Time: 1535.69 ms [2022-01-07 16:59:14 main:574] : INFO : Epoch 1773 | loss: 0.0310007 | val_loss: 0.0313343 | Time: 1508.71 ms [2022-01-07 16:59:16 main:574] : INFO : Epoch 1774 | loss: 0.0309847 | val_loss: 0.0313631 | Time: 1523.55 ms [2022-01-07 16:59:17 main:574] : INFO : Epoch 1775 | loss: 0.0309916 | val_loss: 0.0313301 | Time: 1503.86 ms [2022-01-07 16:59:19 main:574] : INFO : Epoch 1776 | loss: 0.0309915 | val_loss: 0.031364 | Time: 1511.1 ms [2022-01-07 16:59:20 main:574] : INFO : Epoch 1777 | loss: 0.0309875 | val_loss: 0.0313194 | Time: 1521.37 ms [2022-01-07 16:59:22 main:574] : INFO : Epoch 1778 | loss: 0.0309987 | val_loss: 0.0313207 | Time: 1509.18 ms [2022-01-07 16:59:24 main:574] : INFO : Epoch 1779 | loss: 0.0309915 | val_loss: 0.0313553 | Time: 1505.23 ms [2022-01-07 16:59:25 main:574] : INFO : Epoch 1780 | loss: 0.0309955 | val_loss: 0.031348 | Time: 1518.74 ms [2022-01-07 16:59:27 main:574] : INFO : Epoch 1781 | loss: 0.0309886 | val_loss: 0.0313706 | Time: 1526.75 ms [2022-01-07 16:59:28 main:574] : INFO : Epoch 1782 | loss: 0.0309948 | val_loss: 0.0313466 | Time: 1509.5 ms [2022-01-07 16:59:30 main:574] : INFO : Epoch 1783 | loss: 0.0309865 | val_loss: 0.0313576 | Time: 1509.42 ms [2022-01-07 16:59:31 main:574] : INFO : Epoch 1784 | loss: 0.0309835 | val_loss: 0.0313319 | Time: 1514.2 ms [2022-01-07 16:59:33 main:574] : INFO : Epoch 1785 | loss: 0.0309959 | val_loss: 0.0313739 | Time: 1537.14 ms [2022-01-07 16:59:35 main:574] : INFO : Epoch 1786 | loss: 0.0309995 | val_loss: 0.0313847 | Time: 1522.43 ms [2022-01-07 16:59:36 main:574] : INFO : Epoch 1787 | loss: 0.031004 | val_loss: 0.0313853 | Time: 1508.35 ms [2022-01-07 16:59:38 main:574] : INFO : Epoch 1788 | loss: 0.030993 | val_loss: 0.031358 | Time: 1512.39 ms [2022-01-07 16:59:39 main:574] : INFO : Epoch 1789 | loss: 0.0309822 | val_loss: 0.0313402 | Time: 1521.27 ms [2022-01-07 16:59:41 main:574] : INFO : Epoch 1790 | loss: 0.0309932 | val_loss: 0.0313347 | Time: 1543.3 ms [2022-01-07 16:59:43 main:574] : INFO : Epoch 1791 | loss: 0.0309977 | val_loss: 0.0313459 | Time: 1546.39 ms [2022-01-07 16:59:44 main:574] : INFO : Epoch 1792 | loss: 0.0309911 | val_loss: 0.0313334 | Time: 1511.66 ms [2022-01-07 16:59:46 main:574] : INFO : Epoch 1793 | loss: 0.0309897 | val_loss: 0.0313308 | Time: 1518.84 ms [2022-01-07 16:59:47 main:574] : INFO : Epoch 1794 | loss: 0.0309912 | val_loss: 0.0313174 | Time: 1523.27 ms [2022-01-07 16:59:49 main:574] : INFO : Epoch 1795 | loss: 0.0309847 | val_loss: 0.0313295 | Time: 1523.8 ms [2022-01-07 16:59:50 main:574] : INFO : Epoch 1796 | loss: 0.0309834 | val_loss: 0.0313152 | Time: 1516.29 ms [2022-01-07 16:59:52 main:574] : INFO : Epoch 1797 | loss: 0.0309811 | val_loss: 0.0313137 | Time: 1534.26 ms [2022-01-07 16:59:54 main:574] : INFO : Epoch 1798 | loss: 0.0309862 | val_loss: 0.0313424 | Time: 1513.86 ms [2022-01-07 16:59:55 main:574] : INFO : Epoch 1799 | loss: 0.0309823 | val_loss: 0.0313581 | Time: 1503.92 ms [2022-01-07 16:59:57 main:574] : INFO : Epoch 1800 | loss: 0.0309813 | val_loss: 0.0313265 | Time: 1511.33 ms [2022-01-07 16:59:58 main:574] : INFO : Epoch 1801 | loss: 0.0309832 | val_loss: 0.0313536 | Time: 1501.37 ms [2022-01-07 17:00:00 main:574] : INFO : Epoch 1802 | loss: 0.0309845 | val_loss: 0.0313377 | Time: 1518.48 ms [2022-01-07 17:00:02 main:574] : INFO : Epoch 1803 | loss: 0.0309909 | val_loss: 0.0313189 | Time: 1512.77 ms [2022-01-07 17:00:03 main:574] : INFO : Epoch 1804 | loss: 0.0309934 | val_loss: 0.0313322 | Time: 1517.35 ms [2022-01-07 17:00:05 main:574] : INFO : Epoch 1805 | loss: 0.0309889 | val_loss: 0.0313476 | Time: 1508.45 ms [2022-01-07 17:00:06 main:574] : INFO : Epoch 1806 | loss: 0.0309865 | val_loss: 0.0313617 | Time: 1492.39 ms [2022-01-07 17:00:08 main:574] : INFO : Epoch 1807 | loss: 0.0309877 | val_loss: 0.0313049 | Time: 1513.04 ms [2022-01-07 17:00:09 main:574] : INFO : Epoch 1808 | loss: 0.0309992 | val_loss: 0.0312984 | Time: 1521.24 ms [2022-01-07 17:00:11 main:574] : INFO : Epoch 1809 | loss: 0.0310026 | val_loss: 0.0313547 | Time: 1512.54 ms [2022-01-07 17:00:13 main:574] : INFO : Epoch 1810 | loss: 0.0309849 | val_loss: 0.0313381 | Time: 1536.41 ms [2022-01-07 17:00:14 main:574] : INFO : Epoch 1811 | loss: 0.0309799 | val_loss: 0.0313577 | Time: 1501.64 ms [2022-01-07 17:00:16 main:574] : INFO : Epoch 1812 | loss: 0.0309858 | val_loss: 0.0313281 | Time: 1525.02 ms [2022-01-07 17:00:17 main:574] : INFO : Epoch 1813 | loss: 0.0309886 | val_loss: 0.0313388 | Time: 1515.94 ms [2022-01-07 17:00:19 main:574] : INFO : Epoch 1814 | loss: 0.0309875 | val_loss: 0.0313274 | Time: 1533.88 ms [2022-01-07 17:00:21 main:574] : INFO : Epoch 1815 | loss: 0.0309896 | val_loss: 0.0313515 | Time: 1522.68 ms [2022-01-07 17:00:22 main:574] : INFO : Epoch 1816 | loss: 0.0309814 | val_loss: 0.031344 | Time: 1529.84 ms [2022-01-07 17:00:24 main:574] : INFO : Epoch 1817 | loss: 0.0309872 | val_loss: 0.0313595 | Time: 1517 ms [2022-01-07 17:00:25 main:574] : INFO : Epoch 1818 | loss: 0.0309811 | val_loss: 0.0313112 | Time: 1516.9 ms [2022-01-07 17:00:27 main:574] : INFO : Epoch 1819 | loss: 0.0309886 | val_loss: 0.0313472 | Time: 1521.24 ms [2022-01-07 17:00:29 main:574] : INFO : Epoch 1820 | loss: 0.0309911 | val_loss: 0.0312777 | Time: 1500.55 ms [2022-01-07 17:00:30 main:574] : INFO : Epoch 1821 | loss: 0.0310017 | val_loss: 0.0313136 | Time: 1517.05 ms [2022-01-07 17:00:32 main:574] : INFO : Epoch 1822 | loss: 0.0309897 | val_loss: 0.0313345 | Time: 1514.85 ms [2022-01-07 17:00:33 main:574] : INFO : Epoch 1823 | loss: 0.0309928 | val_loss: 0.0313392 | Time: 1516.02 ms [2022-01-07 17:00:35 main:574] : INFO : Epoch 1824 | loss: 0.0309928 | val_loss: 0.0313121 | Time: 1526.67 ms [2022-01-07 17:00:36 main:574] : INFO : Epoch 1825 | loss: 0.0310146 | val_loss: 0.0313262 | Time: 1514.13 ms [2022-01-07 17:00:38 main:574] : INFO : Epoch 1826 | loss: 0.0309974 | val_loss: 0.031309 | Time: 1508.7 ms [2022-01-07 17:00:40 main:574] : INFO : Epoch 1827 | loss: 0.0309864 | val_loss: 0.0313461 | Time: 1519.11 ms [2022-01-07 17:00:41 main:574] : INFO : Epoch 1828 | loss: 0.0309848 | val_loss: 0.0313332 | Time: 1518.41 ms [2022-01-07 17:00:43 main:574] : INFO : Epoch 1829 | loss: 0.0309861 | val_loss: 0.0313188 | Time: 1532.35 ms [2022-01-07 17:00:44 main:574] : INFO : Epoch 1830 | loss: 0.0309881 | val_loss: 0.0313483 | Time: 1490.2 ms [2022-01-07 17:00:46 main:574] : INFO : Epoch 1831 | loss: 0.0309938 | val_loss: 0.0312977 | Time: 1511.98 ms [2022-01-07 17:00:48 main:574] : INFO : Epoch 1832 | loss: 0.0309936 | val_loss: 0.0313178 | Time: 1505.73 ms [2022-01-07 17:00:49 main:574] : INFO : Epoch 1833 | loss: 0.0309808 | val_loss: 0.0313343 | Time: 1525.27 ms [2022-01-07 17:00:51 main:574] : INFO : Epoch 1834 | loss: 0.030977 | val_loss: 0.0313491 | Time: 1541.57 ms [2022-01-07 17:00:52 main:574] : INFO : Epoch 1835 | loss: 0.0309845 | val_loss: 0.0313081 | Time: 1525.86 ms [2022-01-07 17:00:54 main:574] : INFO : Epoch 1836 | loss: 0.0309966 | val_loss: 0.0313599 | Time: 1506.89 ms [2022-01-07 17:00:56 main:574] : INFO : Epoch 1837 | loss: 0.0309859 | val_loss: 0.0313284 | Time: 1512.39 ms [2022-01-07 17:00:57 main:574] : INFO : Epoch 1838 | loss: 0.0309834 | val_loss: 0.0313303 | Time: 1515.67 ms [2022-01-07 17:00:59 main:574] : INFO : Epoch 1839 | loss: 0.0309867 | val_loss: 0.0313327 | Time: 1511.26 ms [2022-01-07 17:01:00 main:574] : INFO : Epoch 1840 | loss: 0.0309875 | val_loss: 0.0313498 | Time: 1519.87 ms [2022-01-07 17:01:02 main:574] : INFO : Epoch 1841 | loss: 0.0309945 | val_loss: 0.0313266 | Time: 1529.79 ms [2022-01-07 17:01:03 main:574] : INFO : Epoch 1842 | loss: 0.0309875 | val_loss: 0.0313629 | Time: 1509.93 ms [2022-01-07 17:01:05 main:574] : INFO : Epoch 1843 | loss: 0.0309953 | val_loss: 0.0313284 | Time: 1518.32 ms [2022-01-07 17:01:07 main:574] : INFO : Epoch 1844 | loss: 0.0310018 | val_loss: 0.0313262 | Time: 1524.38 ms [2022-01-07 17:01:08 main:574] : INFO : Epoch 1845 | loss: 0.0309935 | val_loss: 0.0313284 | Time: 1500.28 ms [2022-01-07 17:01:10 main:574] : INFO : Epoch 1846 | loss: 0.0309811 | val_loss: 0.0313438 | Time: 1512.63 ms [2022-01-07 17:01:11 main:574] : INFO : Epoch 1847 | loss: 0.03099 | val_loss: 0.0313241 | Time: 1506.66 ms [2022-01-07 17:01:13 main:574] : INFO : Epoch 1848 | loss: 0.0309974 | val_loss: 0.0313277 | Time: 1532.46 ms [2022-01-07 17:01:15 main:574] : INFO : Epoch 1849 | loss: 0.0309871 | val_loss: 0.0313192 | Time: 1507.36 ms [2022-01-07 17:01:16 main:574] : INFO : Epoch 1850 | loss: 0.0309896 | val_loss: 0.0313366 | Time: 1545.31 ms [2022-01-07 17:01:18 main:574] : INFO : Epoch 1851 | loss: 0.0310098 | val_loss: 0.0313316 | Time: 1498.9 ms [2022-01-07 17:01:19 main:574] : INFO : Epoch 1852 | loss: 0.0309989 | val_loss: 0.0313354 | Time: 1515.32 ms [2022-01-07 17:01:21 main:574] : INFO : Epoch 1853 | loss: 0.0309936 | val_loss: 0.0313042 | Time: 1514.5 ms [2022-01-07 17:01:22 main:574] : INFO : Epoch 1854 | loss: 0.0309847 | val_loss: 0.0313759 | Time: 1529.97 ms [2022-01-07 17:01:24 main:574] : INFO : Epoch 1855 | loss: 0.0309937 | val_loss: 0.0313435 | Time: 1506.11 ms [2022-01-07 17:01:26 main:574] : INFO : Epoch 1856 | loss: 0.030997 | val_loss: 0.0313383 | Time: 1533.58 ms [2022-01-07 17:01:27 main:574] : INFO : Epoch 1857 | loss: 0.0309903 | val_loss: 0.0313365 | Time: 1505.58 ms [2022-01-07 17:01:29 main:574] : INFO : Epoch 1858 | loss: 0.0309856 | val_loss: 0.0313245 | Time: 1497.73 ms [2022-01-07 17:01:30 main:574] : INFO : Epoch 1859 | loss: 0.03101 | val_loss: 0.031344 | Time: 1508.97 ms [2022-01-07 17:01:32 main:574] : INFO : Epoch 1860 | loss: 0.0310023 | val_loss: 0.0313655 | Time: 1535.94 ms [2022-01-07 17:01:34 main:574] : INFO : Epoch 1861 | loss: 0.0309916 | val_loss: 0.0313491 | Time: 1507.23 ms [2022-01-07 17:01:35 main:574] : INFO : Epoch 1862 | loss: 0.0309851 | val_loss: 0.0313379 | Time: 1518.25 ms [2022-01-07 17:01:37 main:574] : INFO : Epoch 1863 | loss: 0.0309814 | val_loss: 0.0313613 | Time: 1514.46 ms [2022-01-07 17:01:38 main:574] : INFO : Epoch 1864 | loss: 0.0309878 | val_loss: 0.031339 | Time: 1505.88 ms [2022-01-07 17:01:40 main:574] : INFO : Epoch 1865 | loss: 0.0309957 | val_loss: 0.0313575 | Time: 1521.48 ms [2022-01-07 17:01:41 main:574] : INFO : Epoch 1866 | loss: 0.030994 | val_loss: 0.0313516 | Time: 1510.36 ms [2022-01-07 17:01:43 main:574] : INFO : Epoch 1867 | loss: 0.0309861 | val_loss: 0.0313454 | Time: 1539.45 ms [2022-01-07 17:01:45 main:574] : INFO : Epoch 1868 | loss: 0.0309838 | val_loss: 0.0313205 | Time: 1498.65 ms [2022-01-07 17:01:46 main:574] : INFO : Epoch 1869 | loss: 0.0309889 | val_loss: 0.0313704 | Time: 1506.75 ms [2022-01-07 17:01:48 main:574] : INFO : Epoch 1870 | loss: 0.0309849 | val_loss: 0.0313057 | Time: 1522.22 ms [2022-01-07 17:01:49 main:574] : INFO : Epoch 1871 | loss: 0.0309877 | val_loss: 0.0313541 | Time: 1523 ms [2022-01-07 17:01:51 main:574] : INFO : Epoch 1872 | loss: 0.0310056 | val_loss: 0.0313198 | Time: 1516.74 ms [2022-01-07 17:01:53 main:574] : INFO : Epoch 1873 | loss: 0.0309983 | val_loss: 0.0312985 | Time: 1531.64 ms [2022-01-07 17:01:54 main:574] : INFO : Epoch 1874 | loss: 0.0309912 | val_loss: 0.0313386 | Time: 1510 ms [2022-01-07 17:01:56 main:574] : INFO : Epoch 1875 | loss: 0.0309852 | val_loss: 0.0313365 | Time: 1511.76 ms [2022-01-07 17:01:57 main:574] : INFO : Epoch 1876 | loss: 0.0309903 | val_loss: 0.0313046 | Time: 1496.97 ms [2022-01-07 17:01:59 main:574] : INFO : Epoch 1877 | loss: 0.0310108 | val_loss: 0.0312948 | Time: 1510.58 ms [2022-01-07 17:02:00 main:574] : INFO : Epoch 1878 | loss: 0.0309972 | val_loss: 0.0313413 | Time: 1507.96 ms [2022-01-07 17:02:02 main:574] : INFO : Epoch 1879 | loss: 0.0309837 | val_loss: 0.0313633 | Time: 1524.69 ms [2022-01-07 17:02:04 main:574] : INFO : Epoch 1880 | loss: 0.0309878 | val_loss: 0.0313611 | Time: 1514.91 ms [2022-01-07 17:02:05 main:574] : INFO : Epoch 1881 | loss: 0.0310001 | val_loss: 0.0313053 | Time: 1518.9 ms [2022-01-07 17:02:07 main:574] : INFO : Epoch 1882 | loss: 0.0309904 | val_loss: 0.0313631 | Time: 1507.68 ms [2022-01-07 17:02:08 main:574] : INFO : Epoch 1883 | loss: 0.0309912 | val_loss: 0.0313409 | Time: 1509.46 ms [2022-01-07 17:02:10 main:574] : INFO : Epoch 1884 | loss: 0.0309806 | val_loss: 0.0313341 | Time: 1510.23 ms [2022-01-07 17:02:11 main:574] : INFO : Epoch 1885 | loss: 0.0309932 | val_loss: 0.0313317 | Time: 1509.63 ms [2022-01-07 17:02:13 main:574] : INFO : Epoch 1886 | loss: 0.0309948 | val_loss: 0.0313629 | Time: 1535.37 ms [2022-01-07 17:02:15 main:574] : INFO : Epoch 1887 | loss: 0.0309905 | val_loss: 0.0313179 | Time: 1501.42 ms [2022-01-07 17:02:16 main:574] : INFO : Epoch 1888 | loss: 0.0309892 | val_loss: 0.0313357 | Time: 1514.34 ms [2022-01-07 17:02:18 main:574] : INFO : Epoch 1889 | loss: 0.0309854 | val_loss: 0.0313382 | Time: 1510.83 ms [2022-01-07 17:02:20 main:574] : INFO : Epoch 1890 | loss: 0.0309894 | val_loss: 0.0313764 | Time: 1622.31 ms [2022-01-07 17:02:21 main:574] : INFO : Epoch 1891 | loss: 0.0309805 | val_loss: 0.0313467 | Time: 1509.79 ms [2022-01-07 17:02:23 main:574] : INFO : Epoch 1892 | loss: 0.0309881 | val_loss: 0.0313159 | Time: 1529.1 ms [2022-01-07 17:02:24 main:574] : INFO : Epoch 1893 | loss: 0.0309925 | val_loss: 0.0313337 | Time: 1522 ms [2022-01-07 17:02:26 main:574] : INFO : Epoch 1894 | loss: 0.0309901 | val_loss: 0.0313408 | Time: 1520.72 ms [2022-01-07 17:02:27 main:574] : INFO : Epoch 1895 | loss: 0.0309846 | val_loss: 0.0313548 | Time: 1526.32 ms [2022-01-07 17:02:29 main:574] : INFO : Epoch 1896 | loss: 0.030988 | val_loss: 0.0313592 | Time: 1514.82 ms [2022-01-07 17:02:31 main:574] : INFO : Epoch 1897 | loss: 0.0309926 | val_loss: 0.0313525 | Time: 1505.2 ms [2022-01-07 17:02:32 main:574] : INFO : Epoch 1898 | loss: 0.0309885 | val_loss: 0.0313329 | Time: 1534.84 ms [2022-01-07 17:02:34 main:574] : INFO : Epoch 1899 | loss: 0.0309867 | val_loss: 0.0313367 | Time: 1514.14 ms [2022-01-07 17:02:35 main:574] : INFO : Epoch 1900 | loss: 0.0309891 | val_loss: 0.0313345 | Time: 1526.08 ms [2022-01-07 17:02:37 main:574] : INFO : Epoch 1901 | loss: 0.0309909 | val_loss: 0.0313248 | Time: 1504.42 ms [2022-01-07 17:02:38 main:574] : INFO : Epoch 1902 | loss: 0.030984 | val_loss: 0.0313345 | Time: 1514.22 ms [2022-01-07 17:02:40 main:574] : INFO : Epoch 1903 | loss: 0.0309853 | val_loss: 0.0313416 | Time: 1524.2 ms [2022-01-07 17:02:42 main:574] : INFO : Epoch 1904 | loss: 0.0309775 | val_loss: 0.0313283 | Time: 1511.22 ms [2022-01-07 17:02:43 main:574] : INFO : Epoch 1905 | loss: 0.0309925 | val_loss: 0.0313264 | Time: 1529.06 ms [2022-01-07 17:02:45 main:574] : INFO : Epoch 1906 | loss: 0.0309969 | val_loss: 0.0314091 | Time: 1518.22 ms [2022-01-07 17:02:46 main:574] : INFO : Epoch 1907 | loss: 0.0309952 | val_loss: 0.0313251 | Time: 1535.6 ms [2022-01-07 17:02:48 main:574] : INFO : Epoch 1908 | loss: 0.0309915 | val_loss: 0.0313322 | Time: 1506.33 ms [2022-01-07 17:02:50 main:574] : INFO : Epoch 1909 | loss: 0.030986 | val_loss: 0.0313144 | Time: 1520.47 ms [2022-01-07 17:02:51 main:574] : INFO : Epoch 1910 | loss: 0.0309792 | val_loss: 0.0313725 | Time: 1510.46 ms [2022-01-07 17:02:53 main:574] : INFO : Epoch 1911 | loss: 0.0309783 | val_loss: 0.0313321 | Time: 1517.05 ms [2022-01-07 17:02:54 main:574] : INFO : Epoch 1912 | loss: 0.0309833 | val_loss: 0.0314048 | Time: 1502.21 ms [2022-01-07 17:02:56 main:574] : INFO : Epoch 1913 | loss: 0.0309791 | val_loss: 0.0313408 | Time: 1519.51 ms [2022-01-07 17:02:57 main:574] : INFO : Epoch 1914 | loss: 0.0309895 | val_loss: 0.0313484 | Time: 1518.34 ms [2022-01-07 17:02:59 main:574] : INFO : Epoch 1915 | loss: 0.0309812 | val_loss: 0.0313738 | Time: 1503.17 ms [2022-01-07 17:03:01 main:574] : INFO : Epoch 1916 | loss: 0.030988 | val_loss: 0.0313431 | Time: 1644.32 ms [2022-01-07 17:03:03 main:574] : INFO : Epoch 1917 | loss: 0.0309882 | val_loss: 0.0313193 | Time: 1742.02 ms [2022-01-07 17:03:04 main:574] : INFO : Epoch 1918 | loss: 0.0309903 | val_loss: 0.0313385 | Time: 1632.65 ms [2022-01-07 17:03:06 main:574] : INFO : Epoch 1919 | loss: 0.0309914 | val_loss: 0.0313797 | Time: 1664.61 ms [2022-01-07 17:03:18 main:574] : INFO : Epoch 1920 | loss: 0.0309907 | val_loss: 0.0313427 | Time: 1693.55 ms [2022-01-07 17:03:20 main:574] : INFO : Epoch 1921 | loss: 0.0309958 | val_loss: 0.0313499 | Time: 1753.53 ms [2022-01-07 17:03:21 main:574] : INFO : Epoch 1922 | loss: 0.0309866 | val_loss: 0.0313582 | Time: 1538.72 ms [2022-01-07 17:03:23 main:574] : INFO : Epoch 1923 | loss: 0.030991 | val_loss: 0.0313748 | Time: 1548.03 ms [2022-01-07 17:03:25 main:574] : INFO : Epoch 1924 | loss: 0.0309948 | val_loss: 0.0313426 | Time: 1504.78 ms [2022-01-07 17:03:26 main:574] : INFO : Epoch 1925 | loss: 0.0310173 | val_loss: 0.0313689 | Time: 1513.01 ms [2022-01-07 17:03:28 main:574] : INFO : Epoch 1926 | loss: 0.0311644 | val_loss: 0.031834 | Time: 1532.86 ms [2022-01-07 17:03:29 main:574] : INFO : Epoch 1927 | loss: 0.032089 | val_loss: 0.0321347 | Time: 1508.06 ms [2022-01-07 17:03:31 main:574] : INFO : Epoch 1928 | loss: 0.0314708 | val_loss: 0.0312813 | Time: 1515.54 ms [2022-01-07 17:03:32 main:574] : INFO : Epoch 1929 | loss: 0.0312633 | val_loss: 0.0312571 | Time: 1521.99 ms [2022-01-07 17:03:34 main:574] : INFO : Epoch 1930 | loss: 0.0312211 | val_loss: 0.0312596 | Time: 1492.1 ms [2022-01-07 17:03:36 main:574] : INFO : Epoch 1931 | loss: 0.0311721 | val_loss: 0.0312708 | Time: 1514.5 ms [2022-01-07 17:03:37 main:574] : INFO : Epoch 1932 | loss: 0.0311254 | val_loss: 0.0312781 | Time: 1503.93 ms [2022-01-07 17:03:39 main:574] : INFO : Epoch 1933 | loss: 0.0310856 | val_loss: 0.0312849 | Time: 1523.13 ms [2022-01-07 17:03:40 main:574] : INFO : Epoch 1934 | loss: 0.031062 | val_loss: 0.0313057 | Time: 1503.68 ms [2022-01-07 17:03:42 main:574] : INFO : Epoch 1935 | loss: 0.0310416 | val_loss: 0.0312908 | Time: 1532.53 ms [2022-01-07 17:03:44 main:574] : INFO : Epoch 1936 | loss: 0.0310347 | val_loss: 0.0313191 | Time: 1519.18 ms [2022-01-07 17:03:45 main:574] : INFO : Epoch 1937 | loss: 0.0310239 | val_loss: 0.0313006 | Time: 1508.71 ms [2022-01-07 17:03:47 main:574] : INFO : Epoch 1938 | loss: 0.0310173 | val_loss: 0.0313332 | Time: 1509.48 ms [2022-01-07 17:03:48 main:574] : INFO : Epoch 1939 | loss: 0.0310125 | val_loss: 0.0313313 | Time: 1515.46 ms [2022-01-07 17:03:50 main:574] : INFO : Epoch 1940 | loss: 0.0310137 | val_loss: 0.031299 | Time: 1519.19 ms [2022-01-07 17:03:51 main:574] : INFO : Epoch 1941 | loss: 0.0310169 | val_loss: 0.0312996 | Time: 1515.76 ms [2022-01-07 17:03:53 main:574] : INFO : Epoch 1942 | loss: 0.031011 | val_loss: 0.0313133 | Time: 1538.16 ms [2022-01-07 17:03:55 main:574] : INFO : Epoch 1943 | loss: 0.0310035 | val_loss: 0.0313101 | Time: 1508.49 ms [2022-01-07 17:03:56 main:574] : INFO : Epoch 1944 | loss: 0.0310047 | val_loss: 0.0312964 | Time: 1511.31 ms [2022-01-07 17:03:58 main:574] : INFO : Epoch 1945 | loss: 0.0310061 | val_loss: 0.0313036 | Time: 1512.97 ms [2022-01-07 17:03:59 main:574] : INFO : Epoch 1946 | loss: 0.0309937 | val_loss: 0.0313268 | Time: 1503.37 ms [2022-01-07 17:04:01 main:574] : INFO : Epoch 1947 | loss: 0.0309975 | val_loss: 0.0313369 | Time: 1528.37 ms [2022-01-07 17:04:03 main:574] : INFO : Epoch 1948 | loss: 0.0309986 | val_loss: 0.0313521 | Time: 1530.42 ms [2022-01-07 17:04:04 main:574] : INFO : Epoch 1949 | loss: 0.030988 | val_loss: 0.0313452 | Time: 1509.12 ms [2022-01-07 17:04:06 main:574] : INFO : Epoch 1950 | loss: 0.0309862 | val_loss: 0.0313497 | Time: 1505.58 ms [2022-01-07 17:04:07 main:574] : INFO : Epoch 1951 | loss: 0.030988 | val_loss: 0.0313472 | Time: 1515.18 ms [2022-01-07 17:04:09 main:574] : INFO : Epoch 1952 | loss: 0.0309838 | val_loss: 0.0313396 | Time: 1525.54 ms [2022-01-07 17:04:11 main:574] : INFO : Epoch 1953 | loss: 0.0309877 | val_loss: 0.0313318 | Time: 1510.4 ms [2022-01-07 17:04:12 main:574] : INFO : Epoch 1954 | loss: 0.0309932 | val_loss: 0.0313362 | Time: 1522.73 ms [2022-01-07 17:04:14 main:574] : INFO : Epoch 1955 | loss: 0.0309894 | val_loss: 0.0313396 | Time: 1505.65 ms [2022-01-07 17:04:15 main:574] : INFO : Epoch 1956 | loss: 0.030989 | val_loss: 0.0313539 | Time: 1509.62 ms [2022-01-07 17:04:17 main:574] : INFO : Epoch 1957 | loss: 0.0309788 | val_loss: 0.0313282 | Time: 1507.71 ms [2022-01-07 17:04:18 main:574] : INFO : Epoch 1958 | loss: 0.0309926 | val_loss: 0.0313162 | Time: 1497.97 ms [2022-01-07 17:04:20 main:574] : INFO : Epoch 1959 | loss: 0.0309963 | val_loss: 0.0313161 | Time: 1538.63 ms [2022-01-07 17:04:22 main:574] : INFO : Epoch 1960 | loss: 0.0309869 | val_loss: 0.0313815 | Time: 1519.64 ms [2022-01-07 17:04:23 main:574] : INFO : Epoch 1961 | loss: 0.0309936 | val_loss: 0.031364 | Time: 1538.5 ms [2022-01-07 17:04:25 main:574] : INFO : Epoch 1962 | loss: 0.0309975 | val_loss: 0.0313189 | Time: 1506.79 ms [2022-01-07 17:04:26 main:574] : INFO : Epoch 1963 | loss: 0.0309905 | val_loss: 0.0313337 | Time: 1515.04 ms [2022-01-07 17:04:28 main:574] : INFO : Epoch 1964 | loss: 0.0309957 | val_loss: 0.0313002 | Time: 1521.31 ms [2022-01-07 17:04:29 main:574] : INFO : Epoch 1965 | loss: 0.030994 | val_loss: 0.0313331 | Time: 1521.14 ms [2022-01-07 17:04:31 main:574] : INFO : Epoch 1966 | loss: 0.030996 | val_loss: 0.0313333 | Time: 1523.21 ms [2022-01-07 17:04:33 main:574] : INFO : Epoch 1967 | loss: 0.0309967 | val_loss: 0.0313009 | Time: 1536.69 ms [2022-01-07 17:04:34 main:574] : INFO : Epoch 1968 | loss: 0.0310057 | val_loss: 0.0313082 | Time: 1525.02 ms [2022-01-07 17:04:36 main:574] : INFO : Epoch 1969 | loss: 0.0309847 | val_loss: 0.0313434 | Time: 1519.55 ms [2022-01-07 17:04:37 main:574] : INFO : Epoch 1970 | loss: 0.0309881 | val_loss: 0.0313236 | Time: 1498.46 ms [2022-01-07 17:04:39 main:574] : INFO : Epoch 1971 | loss: 0.0309835 | val_loss: 0.0313604 | Time: 1504.52 ms [2022-01-07 17:04:41 main:574] : INFO : Epoch 1972 | loss: 0.0309862 | val_loss: 0.0313553 | Time: 1508.3 ms [2022-01-07 17:04:42 main:574] : INFO : Epoch 1973 | loss: 0.0309892 | val_loss: 0.0313585 | Time: 1528.54 ms [2022-01-07 17:04:44 main:574] : INFO : Epoch 1974 | loss: 0.03099 | val_loss: 0.0313128 | Time: 1519.87 ms [2022-01-07 17:04:45 main:574] : INFO : Epoch 1975 | loss: 0.0309918 | val_loss: 0.031343 | Time: 1495.75 ms [2022-01-07 17:04:47 main:574] : INFO : Epoch 1976 | loss: 0.0310017 | val_loss: 0.031306 | Time: 1504.44 ms [2022-01-07 17:04:48 main:574] : INFO : Epoch 1977 | loss: 0.0309989 | val_loss: 0.0313486 | Time: 1512.93 ms [2022-01-07 17:04:50 main:574] : INFO : Epoch 1978 | loss: 0.0309971 | val_loss: 0.031358 | Time: 1520.22 ms [2022-01-07 17:04:52 main:574] : INFO : Epoch 1979 | loss: 0.0309969 | val_loss: 0.0313466 | Time: 1514.88 ms [2022-01-07 17:04:53 main:574] : INFO : Epoch 1980 | loss: 0.0309909 | val_loss: 0.0313415 | Time: 1522.62 ms [2022-01-07 17:04:55 main:574] : INFO : Epoch 1981 | loss: 0.0309832 | val_loss: 0.0313457 | Time: 1508.87 ms [2022-01-07 17:04:56 main:574] : INFO : Epoch 1982 | loss: 0.0309814 | val_loss: 0.0313348 | Time: 1507.96 ms [2022-01-07 17:04:58 main:574] : INFO : Epoch 1983 | loss: 0.0309912 | val_loss: 0.031339 | Time: 1493.48 ms [2022-01-07 17:05:00 main:574] : INFO : Epoch 1984 | loss: 0.0309916 | val_loss: 0.0313539 | Time: 1511.49 ms [2022-01-07 17:05:01 main:574] : INFO : Epoch 1985 | loss: 0.0309853 | val_loss: 0.0313437 | Time: 1510.85 ms [2022-01-07 17:05:03 main:574] : INFO : Epoch 1986 | loss: 0.0309845 | val_loss: 0.0313503 | Time: 1523.81 ms [2022-01-07 17:05:04 main:574] : INFO : Epoch 1987 | loss: 0.0309846 | val_loss: 0.0313124 | Time: 1503.46 ms [2022-01-07 17:05:06 main:574] : INFO : Epoch 1988 | loss: 0.0309936 | val_loss: 0.0313384 | Time: 1512.08 ms [2022-01-07 17:05:07 main:574] : INFO : Epoch 1989 | loss: 0.0309983 | val_loss: 0.0313052 | Time: 1516.76 ms [2022-01-07 17:05:09 main:574] : INFO : Epoch 1990 | loss: 0.0309908 | val_loss: 0.0313479 | Time: 1509.47 ms [2022-01-07 17:05:11 main:574] : INFO : Epoch 1991 | loss: 0.0309936 | val_loss: 0.0313905 | Time: 1516.39 ms [2022-01-07 17:05:12 main:574] : INFO : Epoch 1992 | loss: 0.0309899 | val_loss: 0.0313054 | Time: 1550.5 ms [2022-01-07 17:05:14 main:574] : INFO : Epoch 1993 | loss: 0.0309903 | val_loss: 0.0313123 | Time: 1510.6 ms [2022-01-07 17:05:15 main:574] : INFO : Epoch 1994 | loss: 0.0309951 | val_loss: 0.0313451 | Time: 1516.54 ms [2022-01-07 17:05:17 main:574] : INFO : Epoch 1995 | loss: 0.0309888 | val_loss: 0.0313506 | Time: 1508.94 ms [2022-01-07 17:05:19 main:574] : INFO : Epoch 1996 | loss: 0.0309904 | val_loss: 0.0313489 | Time: 1513.71 ms [2022-01-07 17:05:20 main:574] : INFO : Epoch 1997 | loss: 0.0310419 | val_loss: 0.0312978 | Time: 1524.74 ms [2022-01-07 17:05:22 main:574] : INFO : Epoch 1998 | loss: 0.0310091 | val_loss: 0.0313092 | Time: 1517.52 ms [2022-01-07 17:05:23 main:574] : INFO : Epoch 1999 | loss: 0.0309885 | val_loss: 0.0313419 | Time: 1521.74 ms [2022-01-07 17:05:25 main:574] : INFO : Epoch 2000 | loss: 0.0309884 | val_loss: 0.0313227 | Time: 1507.57 ms [2022-01-07 17:05:26 main:574] : INFO : Epoch 2001 | loss: 0.0309891 | val_loss: 0.0313213 | Time: 1513.4 ms [2022-01-07 17:05:28 main:574] : INFO : Epoch 2002 | loss: 0.0309966 | val_loss: 0.0313974 | Time: 1521.07 ms [2022-01-07 17:05:30 main:574] : INFO : Epoch 2003 | loss: 0.0310001 | val_loss: 0.031342 | Time: 1517.56 ms [2022-01-07 17:05:31 main:574] : INFO : Epoch 2004 | loss: 0.0309961 | val_loss: 0.0313425 | Time: 1515.59 ms [2022-01-07 17:05:33 main:574] : INFO : Epoch 2005 | loss: 0.0309848 | val_loss: 0.0313179 | Time: 1533.74 ms [2022-01-07 17:05:34 main:574] : INFO : Epoch 2006 | loss: 0.0309868 | val_loss: 0.0313371 | Time: 1501.81 ms [2022-01-07 17:05:36 main:574] : INFO : Epoch 2007 | loss: 0.0309882 | val_loss: 0.0313489 | Time: 1512.44 ms [2022-01-07 17:05:38 main:574] : INFO : Epoch 2008 | loss: 0.0310074 | val_loss: 0.0313003 | Time: 1507.72 ms [2022-01-07 17:05:39 main:574] : INFO : Epoch 2009 | loss: 0.0310029 | val_loss: 0.0313388 | Time: 1521.51 ms [2022-01-07 17:05:41 main:574] : INFO : Epoch 2010 | loss: 0.0309898 | val_loss: 0.0313914 | Time: 1500.59 ms [2022-01-07 17:05:42 main:574] : INFO : Epoch 2011 | loss: 0.0309988 | val_loss: 0.0313235 | Time: 1546.96 ms [2022-01-07 17:05:44 main:574] : INFO : Epoch 2012 | loss: 0.0309972 | val_loss: 0.0313827 | Time: 1511.89 ms [2022-01-07 17:05:45 main:574] : INFO : Epoch 2013 | loss: 0.0309985 | val_loss: 0.0314051 | Time: 1514.99 ms [2022-01-07 17:05:47 main:574] : INFO : Epoch 2014 | loss: 0.0310019 | val_loss: 0.0313372 | Time: 1516.4 ms [2022-01-07 17:05:49 main:574] : INFO : Epoch 2015 | loss: 0.0309917 | val_loss: 0.0313197 | Time: 1509.43 ms [2022-01-07 17:05:50 main:574] : INFO : Epoch 2016 | loss: 0.0309909 | val_loss: 0.0313359 | Time: 1542.86 ms [2022-01-07 17:05:52 main:574] : INFO : Epoch 2017 | loss: 0.0309898 | val_loss: 0.0313394 | Time: 1497.52 ms [2022-01-07 17:05:53 main:574] : INFO : Epoch 2018 | loss: 0.0309883 | val_loss: 0.0313323 | Time: 1527.58 ms [2022-01-07 17:05:55 main:574] : INFO : Epoch 2019 | loss: 0.030989 | val_loss: 0.0313452 | Time: 1500.93 ms [2022-01-07 17:05:57 main:574] : INFO : Epoch 2020 | loss: 0.0309878 | val_loss: 0.0313261 | Time: 1501.73 ms [2022-01-07 17:05:58 main:574] : INFO : Epoch 2021 | loss: 0.0309907 | val_loss: 0.0313611 | Time: 1507.17 ms [2022-01-07 17:06:00 main:574] : INFO : Epoch 2022 | loss: 0.0309987 | val_loss: 0.0313324 | Time: 1523.23 ms [2022-01-07 17:06:01 main:574] : INFO : Epoch 2023 | loss: 0.03099 | val_loss: 0.0313621 | Time: 1522.19 ms [2022-01-07 17:06:03 main:574] : INFO : Epoch 2024 | loss: 0.0309848 | val_loss: 0.0313026 | Time: 1533.02 ms [2022-01-07 17:06:05 main:574] : INFO : Epoch 2025 | loss: 0.0309823 | val_loss: 0.031328 | Time: 1529.72 ms [2022-01-07 17:06:06 main:574] : INFO : Epoch 2026 | loss: 0.0309924 | val_loss: 0.0313494 | Time: 1510.41 ms [2022-01-07 17:06:08 main:574] : INFO : Epoch 2027 | loss: 0.0309834 | val_loss: 0.031327 | Time: 1519.53 ms [2022-01-07 17:06:09 main:574] : INFO : Epoch 2028 | loss: 0.0309837 | val_loss: 0.03136 | Time: 1521.59 ms [2022-01-07 17:06:11 main:574] : INFO : Epoch 2029 | loss: 0.0309848 | val_loss: 0.0313516 | Time: 1515.03 ms [2022-01-07 17:06:12 main:574] : INFO : Epoch 2030 | loss: 0.0309887 | val_loss: 0.0313192 | Time: 1517.42 ms [2022-01-07 17:06:14 main:574] : INFO : Epoch 2031 | loss: 0.0309893 | val_loss: 0.0313307 | Time: 1504.85 ms [2022-01-07 17:06:16 main:574] : INFO : Epoch 2032 | loss: 0.0309894 | val_loss: 0.0313627 | Time: 1513.88 ms [2022-01-07 17:06:17 main:574] : INFO : Epoch 2033 | loss: 0.0309836 | val_loss: 0.0313282 | Time: 1528.76 ms [2022-01-07 17:06:19 main:574] : INFO : Epoch 2034 | loss: 0.0309804 | val_loss: 0.031333 | Time: 1532.98 ms [2022-01-07 17:06:20 main:574] : INFO : Epoch 2035 | loss: 0.0309908 | val_loss: 0.0313599 | Time: 1513.47 ms [2022-01-07 17:06:22 main:574] : INFO : Epoch 2036 | loss: 0.0309895 | val_loss: 0.0313158 | Time: 1517.4 ms [2022-01-07 17:06:24 main:574] : INFO : Epoch 2037 | loss: 0.0309852 | val_loss: 0.0313668 | Time: 1506.76 ms [2022-01-07 17:06:25 main:574] : INFO : Epoch 2038 | loss: 0.0309915 | val_loss: 0.0313347 | Time: 1509.5 ms [2022-01-07 17:06:27 main:574] : INFO : Epoch 2039 | loss: 0.0310031 | val_loss: 0.0313048 | Time: 1524.91 ms [2022-01-07 17:06:28 main:574] : INFO : Epoch 2040 | loss: 0.0309902 | val_loss: 0.0312999 | Time: 1518.32 ms [2022-01-07 17:06:30 main:574] : INFO : Epoch 2041 | loss: 0.0309968 | val_loss: 0.0313291 | Time: 1519.11 ms [2022-01-07 17:06:31 main:574] : INFO : Epoch 2042 | loss: 0.0309955 | val_loss: 0.0313391 | Time: 1510.37 ms [2022-01-07 17:06:33 main:574] : INFO : Epoch 2043 | loss: 0.0309916 | val_loss: 0.0313538 | Time: 1529.19 ms [2022-01-07 17:06:35 main:574] : INFO : Epoch 2044 | loss: 0.030991 | val_loss: 0.0313708 | Time: 1521.72 ms [2022-01-07 17:06:36 main:574] : INFO : Epoch 2045 | loss: 0.0309912 | val_loss: 0.0313209 | Time: 1520.48 ms [2022-01-07 17:06:38 main:574] : INFO : Epoch 2046 | loss: 0.0309929 | val_loss: 0.0312957 | Time: 1512.3 ms [2022-01-07 17:06:39 main:574] : INFO : Epoch 2047 | loss: 0.030992 | val_loss: 0.0313307 | Time: 1501.86 ms [2022-01-07 17:06:41 main:574] : INFO : Epoch 2048 | loss: 0.031007 | val_loss: 0.0313357 | Time: 1521.21 ms [2022-01-07 17:06:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0313357 [2022-01-07 17:06:41 main:603] : INFO : Saving end state to config to file [2022-01-07 17:06:41 main:608] : INFO : Success, exiting.. 17:06:41 (11104): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)