Task 5117430
| Name | ParityModified-1619234506-2302-2_0 |
| Workunit | 3073624 |
| Created | 29 Apr 2021, 2:28:38 UTC |
| Sent | 13 May 2021, 10:46:10 UTC |
| Report deadline | 20 May 2021, 10:46:10 UTC |
| Received | 13 May 2021, 12:45:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 2346 |
| Run time | 1 hours 0 min 3 sec |
| CPU time | 59 min 31 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,498.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.30 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0308522 | val_loss: 0.0309082 | Time: 1760.15 ms
[2021-05-13 07:33:15 main:574] : INFO : Epoch 1543 | loss: 0.0308197 | val_loss: 0.0308847 | Time: 1752.05 ms
[2021-05-13 07:33:17 main:574] : INFO : Epoch 1544 | loss: 0.0308357 | val_loss: 0.0309458 | Time: 1749.59 ms
[2021-05-13 07:33:19 main:574] : INFO : Epoch 1545 | loss: 0.0308669 | val_loss: 0.0308913 | Time: 1749.95 ms
[2021-05-13 07:33:20 main:574] : INFO : Epoch 1546 | loss: 0.0308197 | val_loss: 0.0308718 | Time: 1745.39 ms
[2021-05-13 07:33:22 main:574] : INFO : Epoch 1547 | loss: 0.0308154 | val_loss: 0.030867 | Time: 1762.77 ms
[2021-05-13 07:33:24 main:574] : INFO : Epoch 1548 | loss: 0.030808 | val_loss: 0.0308809 | Time: 1744.03 ms
[2021-05-13 07:33:26 main:574] : INFO : Epoch 1549 | loss: 0.0308038 | val_loss: 0.0308548 | Time: 1750.22 ms
[2021-05-13 07:33:27 main:574] : INFO : Epoch 1550 | loss: 0.0308397 | val_loss: 0.030886 | Time: 1747.43 ms
[2021-05-13 07:33:29 main:574] : INFO : Epoch 1551 | loss: 0.0308486 | val_loss: 0.0309629 | Time: 1746.21 ms
[2021-05-13 07:33:31 main:574] : INFO : Epoch 1552 | loss: 0.031048 | val_loss: 0.0310772 | Time: 1746.12 ms
[2021-05-13 07:33:33 main:574] : INFO : Epoch 1553 | loss: 0.0310793 | val_loss: 0.0310688 | Time: 1745.91 ms
[2021-05-13 07:33:34 main:574] : INFO : Epoch 1554 | loss: 0.0310535 | val_loss: 0.0310495 | Time: 1750.02 ms
[2021-05-13 07:33:36 main:574] : INFO : Epoch 1555 | loss: 0.0310331 | val_loss: 0.0310371 | Time: 1746.83 ms
[2021-05-13 07:33:38 main:574] : INFO : Epoch 1556 | loss: 0.031022 | val_loss: 0.0310193 | Time: 1750.87 ms
[2021-05-13 07:33:40 main:574] : INFO : Epoch 1557 | loss: 0.0310098 | val_loss: 0.0310227 | Time: 1746.23 ms
[2021-05-13 07:33:41 main:574] : INFO : Epoch 1558 | loss: 0.0310002 | val_loss: 0.0309992 | Time: 1756.7 ms
[2021-05-13 07:33:43 main:574] : INFO : Epoch 1559 | loss: 0.0309911 | val_loss: 0.0309954 | Time: 1755.85 ms
[2021-05-13 07:33:45 main:574] : INFO : Epoch 1560 | loss: 0.0309831 | val_loss: 0.03099 | Time: 1756.6 ms
[2021-05-13 07:33:47 main:574] : INFO : Epoch 1561 | loss: 0.0309784 | val_loss: 0.0309779 | Time: 1747.87 ms
[2021-05-13 07:33:49 main:574] : INFO : Epoch 1562 | loss: 0.0309654 | val_loss: 0.0309667 | Time: 1746.76 ms
[2021-05-13 07:33:50 main:574] : INFO : Epoch 1563 | loss: 0.0309604 | val_loss: 0.0309672 | Time: 1754.86 ms
[2021-05-13 07:33:52 main:574] : INFO : Epoch 1564 | loss: 0.0309475 | val_loss: 0.0309543 | Time: 1754.88 ms
[2021-05-13 07:33:54 main:574] : INFO : Epoch 1565 | loss: 0.0309375 | val_loss: 0.0309688 | Time: 1745.27 ms
[2021-05-13 07:33:56 main:574] : INFO : Epoch 1566 | loss: 0.0309517 | val_loss: 0.0309452 | Time: 1758.08 ms
[2021-05-13 07:33:57 main:574] : INFO : Epoch 1567 | loss: 0.0309177 | val_loss: 0.0309537 | Time: 1748.49 ms
[2021-05-13 07:33:59 main:574] : INFO : Epoch 1568 | loss: 0.0309116 | val_loss: 0.0309338 | Time: 1749.22 ms
[2021-05-13 07:34:01 main:574] : INFO : Epoch 1569 | loss: 0.0309036 | val_loss: 0.0309328 | Time: 1763.04 ms
[2021-05-13 07:34:03 main:574] : INFO : Epoch 1570 | loss: 0.0308979 | val_loss: 0.0309283 | Time: 1742.96 ms
[2021-05-13 07:34:04 main:574] : INFO : Epoch 1571 | loss: 0.0308889 | val_loss: 0.0309265 | Time: 1747.07 ms
[2021-05-13 07:34:06 main:574] : INFO : Epoch 1572 | loss: 0.030883 | val_loss: 0.0309237 | Time: 1755.07 ms
[2021-05-13 07:34:08 main:574] : INFO : Epoch 1573 | loss: 0.03089 | val_loss: 0.0309173 | Time: 1744.54 ms
[2021-05-13 07:34:10 main:574] : INFO : Epoch 1574 | loss: 0.0308837 | val_loss: 0.0309137 | Time: 1740.29 ms
[2021-05-13 07:34:11 main:574] : INFO : Epoch 1575 | loss: 0.0308741 | val_loss: 0.0309181 | Time: 1751.25 ms
[2021-05-13 07:34:13 main:574] : INFO : Epoch 1576 | loss: 0.0309112 | val_loss: 0.0309554 | Time: 1746.25 ms
[2021-05-13 07:34:15 main:574] : INFO : Epoch 1577 | loss: 0.0309128 | val_loss: 0.0309265 | Time: 1746.47 ms
[2021-05-13 07:34:17 main:574] : INFO : Epoch 1578 | loss: 0.0309006 | val_loss: 0.0309119 | Time: 1746.23 ms
[2021-05-13 07:34:18 main:574] : INFO : Epoch 1579 | loss: 0.0309029 | val_loss: 0.0309965 | Time: 1750.13 ms
[2021-05-13 07:34:20 main:574] : INFO : Epoch 1580 | loss: 0.0309378 | val_loss: 0.0309285 | Time: 1745.53 ms
[2021-05-13 07:34:22 main:574] : INFO : Epoch 1581 | loss: 0.0309056 | val_loss: 0.0309284 | Time: 1759.41 ms
[2021-05-13 07:34:24 main:574] : INFO : Epoch 1582 | loss: 0.0309145 | val_loss: 0.0310432 | Time: 1753.66 ms
[2021-05-13 07:34:25 main:574] : INFO : Epoch 1583 | loss: 0.0312212 | val_loss: 0.0312318 | Time: 1750.09 ms
[2021-05-13 07:34:27 main:574] : INFO : Epoch 1584 | loss: 0.0312228 | val_loss: 0.0312097 | Time: 1759.41 ms
[2021-05-13 07:34:29 main:574] : INFO : Epoch 1585 | loss: 0.0312358 | val_loss: 0.0312256 | Time: 1746.57 ms
[2021-05-13 07:34:31 main:574] : INFO : Epoch 1586 | loss: 0.0312168 | val_loss: 0.0312148 | Time: 1757.6 ms
[2021-05-13 07:34:32 main:574] : INFO : Epoch 1587 | loss: 0.0312041 | val_loss: 0.0312016 | Time: 1746.57 ms
[2021-05-13 07:34:34 main:574] : INFO : Epoch 1588 | loss: 0.0312028 | val_loss: 0.0311999 | Time: 1751.21 ms
[2021-05-13 07:34:36 main:574] : INFO : Epoch 1589 | loss: 0.0311996 | val_loss: 0.0311988 | Time: 1737.2 ms
[2021-05-13 07:34:38 main:574] : INFO : Epoch 1590 | loss: 0.0311996 | val_loss: 0.0312045 | Time: 1757.71 ms
[2021-05-13 07:34:39 main:574] : INFO : Epoch 1591 | loss: 0.0312008 | val_loss: 0.0312006 | Time: 1748.29 ms
[2021-05-13 07:34:41 main:574] : INFO : Epoch 1592 | loss: 0.0312008 | val_loss: 0.0312005 | Time: 1767.77 ms
[2021-05-13 07:34:43 main:574] : INFO : Epoch 1593 | loss: 0.0311976 | val_loss: 0.0311962 | Time: 1751.47 ms
[2021-05-13 07:34:45 main:574] : INFO : Epoch 1594 | loss: 0.0311958 | val_loss: 0.031198 | Time: 1753.39 ms
[2021-05-13 07:34:46 main:574] : INFO : Epoch 1595 | loss: 0.0311961 | val_loss: 0.0311951 | Time: 1747.37 ms
[2021-05-13 07:34:48 main:574] : INFO : Epoch 1596 | loss: 0.0311951 | val_loss: 0.0311955 | Time: 1738.48 ms
[2021-05-13 07:34:50 main:574] : INFO : Epoch 1597 | loss: 0.0311951 | val_loss: 0.0312036 | Time: 1755.3 ms
[2021-05-13 07:34:52 main:574] : INFO : Epoch 1598 | loss: 0.0311977 | val_loss: 0.0311986 | Time: 1745.33 ms
[2021-05-13 07:34:53 main:574] : INFO : Epoch 1599 | loss: 0.0311957 | val_loss: 0.0311939 | Time: 1742.22 ms
[2021-05-13 07:34:55 main:574] : INFO : Epoch 1600 | loss: 0.0311974 | val_loss: 0.0311982 | Time: 1752.56 ms
[2021-05-13 07:34:57 main:574] : INFO : Epoch 1601 | loss: 0.0311957 | val_loss: 0.0312007 | Time: 1744.73 ms
[2021-05-13 07:34:59 main:574] : INFO : Epoch 1602 | loss: 0.0311956 | val_loss: 0.0311942 | Time: 1742.3 ms
[2021-05-13 07:35:00 main:574] : INFO : Epoch 1603 | loss: 0.0311957 | val_loss: 0.031193 | Time: 1762.33 ms
[2021-05-13 07:35:02 main:574] : INFO : Epoch 1604 | loss: 0.0311927 | val_loss: 0.0311927 | Time: 1743.88 ms
[2021-05-13 07:35:04 main:574] : INFO : Epoch 1605 | loss: 0.0311927 | val_loss: 0.031193 | Time: 1747.53 ms
[2021-05-13 07:35:06 main:574] : INFO : Epoch 1606 | loss: 0.0311928 | val_loss: 0.0311928 | Time: 1744.05 ms
[2021-05-13 07:35:07 main:574] : INFO : Epoch 1607 | loss: 0.0311941 | val_loss: 0.0311936 | Time: 1746 ms
[2021-05-13 07:35:09 main:574] : INFO : Epoch 1608 | loss: 0.0311926 | val_loss: 0.0311935 | Time: 1738.74 ms
[2021-05-13 07:35:11 main:574] : INFO : Epoch 1609 | loss: 0.0311925 | val_loss: 0.0311946 | Time: 1743.43 ms
[2021-05-13 07:35:13 main:574] : INFO : Epoch 1610 | loss: 0.0311942 | val_loss: 0.0311941 | Time: 1752.27 ms
[2021-05-13 07:35:14 main:574] : INFO : Epoch 1611 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 1739.48 ms
[2021-05-13 07:35:16 main:574] : INFO : Epoch 1612 | loss: 0.0311937 | val_loss: 0.0311942 | Time: 1744.88 ms
[2021-05-13 07:35:18 main:574] : INFO : Epoch 1613 | loss: 0.0311925 | val_loss: 0.0311932 | Time: 1741.24 ms
[2021-05-13 07:35:20 main:574] : INFO : Epoch 1614 | loss: 0.0311932 | val_loss: 0.0311922 | Time: 1739.73 ms
[2021-05-13 07:35:21 main:574] : INFO : Epoch 1615 | loss: 0.0311934 | val_loss: 0.0311942 | Time: 1759.29 ms
[2021-05-13 07:35:23 main:574] : INFO : Epoch 1616 | loss: 0.0311941 | val_loss: 0.0311922 | Time: 1766.07 ms
[2021-05-13 07:35:25 main:574] : INFO : Epoch 1617 | loss: 0.0311915 | val_loss: 0.0311929 | Time: 1749.53 ms
[2021-05-13 07:35:27 main:574] : INFO : Epoch 1618 | loss: 0.0311938 | val_loss: 0.0312024 | Time: 1755.78 ms
[2021-05-13 07:35:28 main:574] : INFO : Epoch 1619 | loss: 0.0311963 | val_loss: 0.0311989 | Time: 1743.79 ms
[2021-05-13 07:35:30 main:574] : INFO : Epoch 1620 | loss: 0.0311947 | val_loss: 0.0311916 | Time: 1755.46 ms
[2021-05-13 07:35:32 main:574] : INFO : Epoch 1621 | loss: 0.0311937 | val_loss: 0.0311934 | Time: 1754.02 ms
[2021-05-13 07:35:34 main:574] : INFO : Epoch 1622 | loss: 0.0311938 | val_loss: 0.0311968 | Time: 1754.02 ms
[2021-05-13 07:35:36 main:574] : INFO : Epoch 1623 | loss: 0.0311928 | val_loss: 0.0311919 | Time: 1743.18 ms
[2021-05-13 07:35:37 main:574] : INFO : Epoch 1624 | loss: 0.0311909 | val_loss: 0.0311944 | Time: 1738.26 ms
[2021-05-13 07:35:39 main:574] : INFO : Epoch 1625 | loss: 0.0311917 | val_loss: 0.031191 | Time: 1747.61 ms
[2021-05-13 07:35:41 main:574] : INFO : Epoch 1626 | loss: 0.0311922 | val_loss: 0.0311933 | Time: 1758.58 ms
[2021-05-13 07:35:43 main:574] : INFO : Epoch 1627 | loss: 0.0311921 | val_loss: 0.0311935 | Time: 1751.7 ms
[2021-05-13 07:35:44 main:574] : INFO : Epoch 1628 | loss: 0.0311916 | val_loss: 0.031195 | Time: 1754.06 ms
[2021-05-13 07:35:46 main:574] : INFO : Epoch 1629 | loss: 0.0311909 | val_loss: 0.031191 | Time: 1745.59 ms
[2021-05-13 07:35:48 main:574] : INFO : Epoch 1630 | loss: 0.0311931 | val_loss: 0.0311921 | Time: 1752.9 ms
[2021-05-13 07:35:50 main:574] : INFO : Epoch 1631 | loss: 0.0311922 | val_loss: 0.0311917 | Time: 1753.57 ms
[2021-05-13 07:35:51 main:574] : INFO : Epoch 1632 | loss: 0.0311919 | val_loss: 0.0311917 | Time: 1744.52 ms
[2021-05-13 07:35:53 main:574] : INFO : Epoch 1633 | loss: 0.0311914 | val_loss: 0.0311921 | Time: 1748.8 ms
[2021-05-13 07:35:55 main:574] : INFO : Epoch 1634 | loss: 0.0311916 | val_loss: 0.031196 | Time: 1750.47 ms
[2021-05-13 07:35:57 main:574] : INFO : Epoch 1635 | loss: 0.0311928 | val_loss: 0.0311978 | Time: 1742.25 ms
[2021-05-13 07:35:58 main:574] : INFO : Epoch 1636 | loss: 0.0312056 | val_loss: 0.0312031 | Time: 1748.35 ms
[2021-05-13 07:36:00 main:574] : INFO : Epoch 1637 | loss: 0.0312073 | val_loss: 0.0312053 | Time: 1756.93 ms
[2021-05-13 07:36:02 main:574] : INFO : Epoch 1638 | loss: 0.0312071 | val_loss: 0.0312022 | Time: 1751.37 ms
[2021-05-13 07:36:04 main:574] : INFO : Epoch 1639 | loss: 0.0312056 | val_loss: 0.0312016 | Time: 1750.95 ms
[2021-05-13 07:36:05 main:574] : INFO : Epoch 1640 | loss: 0.0312055 | val_loss: 0.0312041 | Time: 1761.07 ms
[2021-05-13 07:36:07 main:574] : INFO : Epoch 1641 | loss: 0.0312059 | val_loss: 0.0312025 | Time: 1759.34 ms
[2021-05-13 07:36:09 main:574] : INFO : Epoch 1642 | loss: 0.0312081 | val_loss: 0.0312056 | Time: 1750.34 ms
[2021-05-13 07:36:11 main:574] : INFO : Epoch 1643 | loss: 0.0312072 | val_loss: 0.0312031 | Time: 1745.46 ms
[2021-05-13 07:36:12 main:574] : INFO : Epoch 1644 | loss: 0.0312039 | val_loss: 0.0312022 | Time: 1757.03 ms
[2021-05-13 07:36:14 main:574] : INFO : Epoch 1645 | loss: 0.0312049 | val_loss: 0.0312006 | Time: 1754.42 ms
[2021-05-13 07:36:16 main:574] : INFO : Epoch 1646 | loss: 0.0312031 | val_loss: 0.0311996 | Time: 1763.83 ms
[2021-05-13 07:36:18 main:574] : INFO : Epoch 1647 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 1750.72 ms
[2021-05-13 07:36:19 main:574] : INFO : Epoch 1648 | loss: 0.0312034 | val_loss: 0.0312024 | Time: 1746.98 ms
[2021-05-13 07:36:21 main:574] : INFO : Epoch 1649 | loss: 0.0312026 | val_loss: 0.0312029 | Time: 1754.62 ms
[2021-05-13 07:36:23 main:574] : INFO : Epoch 1650 | loss: 0.0312029 | val_loss: 0.0311991 | Time: 1754.44 ms
[2021-05-13 07:36:25 main:574] : INFO : Epoch 1651 | loss: 0.0312021 | val_loss: 0.0311987 | Time: 1739.63 ms
[2021-05-13 07:36:26 main:574] : INFO : Epoch 1652 | loss: 0.0312029 | val_loss: 0.031199 | Time: 1754.97 ms
[2021-05-13 07:36:28 main:574] : INFO : Epoch 1653 | loss: 0.0312032 | val_loss: 0.0311993 | Time: 1761.43 ms
[2021-05-13 07:36:30 main:574] : INFO : Epoch 1654 | loss: 0.0312013 | val_loss: 0.0311985 | Time: 1760.01 ms
[2021-05-13 07:36:32 main:574] : INFO : Epoch 1655 | loss: 0.0312014 | val_loss: 0.0312003 | Time: 1753.34 ms
[2021-05-13 07:36:34 main:574] : INFO : Epoch 1656 | loss: 0.0312034 | val_loss: 0.0311995 | Time: 1751.44 ms
[2021-05-13 07:36:35 main:574] : INFO : Epoch 1657 | loss: 0.0312053 | val_loss: 0.0312052 | Time: 1750.74 ms
[2021-05-13 07:36:37 main:574] : INFO : Epoch 1658 | loss: 0.031205 | val_loss: 0.0311993 | Time: 1758.9 ms
[2021-05-13 07:36:39 main:574] : INFO : Epoch 1659 | loss: 0.0312034 | val_loss: 0.0311999 | Time: 1748.37 ms
[2021-05-13 07:36:41 main:574] : INFO : Epoch 1660 | loss: 0.031201 | val_loss: 0.031198 | Time: 1747.36 ms
[2021-05-13 07:36:42 main:574] : INFO : Epoch 1661 | loss: 0.0312013 | val_loss: 0.0311981 | Time: 1744.32 ms
[2021-05-13 07:36:44 main:574] : INFO : Epoch 1662 | loss: 0.0312004 | val_loss: 0.0311978 | Time: 1764.03 ms
[2021-05-13 07:36:46 main:574] : INFO : Epoch 1663 | loss: 0.0312001 | val_loss: 0.0311988 | Time: 1748.55 ms
[2021-05-13 07:36:48 main:574] : INFO : Epoch 1664 | loss: 0.0312005 | val_loss: 0.0311995 | Time: 1744.84 ms
[2021-05-13 07:36:49 main:574] : INFO : Epoch 1665 | loss: 0.0312003 | val_loss: 0.0311976 | Time: 1748.57 ms
[2021-05-13 07:36:51 main:574] : INFO : Epoch 1666 | loss: 0.0312021 | val_loss: 0.0312014 | Time: 1757.33 ms
[2021-05-13 07:36:53 main:574] : INFO : Epoch 1667 | loss: 0.0312035 | val_loss: 0.0312017 | Time: 1751.64 ms
[2021-05-13 07:36:55 main:574] : INFO : Epoch 1668 | loss: 0.0312012 | val_loss: 0.0311988 | Time: 1751.83 ms
[2021-05-13 07:36:56 main:574] : INFO : Epoch 1669 | loss: 0.0312027 | val_loss: 0.0312015 | Time: 1753.67 ms
[2021-05-13 07:36:58 main:574] : INFO : Epoch 1670 | loss: 0.0312011 | val_loss: 0.0311996 | Time: 1745 ms
[2021-05-13 07:37:00 main:574] : INFO : Epoch 1671 | loss: 0.0312023 | val_loss: 0.0311996 | Time: 1757.12 ms
[2021-05-13 07:37:02 main:574] : INFO : Epoch 1672 | loss: 0.0312026 | val_loss: 0.0311983 | Time: 1755.83 ms
[2021-05-13 07:37:03 main:574] : INFO : Epoch 1673 | loss: 0.0312014 | val_loss: 0.0311992 | Time: 1750.09 ms
[2021-05-13 07:37:05 main:574] : INFO : Epoch 1674 | loss: 0.0312 | val_loss: 0.0311975 | Time: 1757.75 ms
[2021-05-13 07:37:07 main:574] : INFO : Epoch 1675 | loss: 0.0312012 | val_loss: 0.0311982 | Time: 1744.72 ms
[2021-05-13 07:37:09 main:574] : INFO : Epoch 1676 | loss: 0.0312012 | val_loss: 0.0311999 | Time: 1760.74 ms
[2021-05-13 07:37:10 main:574] : INFO : Epoch 1677 | loss: 0.0312008 | val_loss: 0.0311995 | Time: 1744.59 ms
[2021-05-13 07:37:12 main:574] : INFO : Epoch 1678 | loss: 0.0311998 | val_loss: 0.0311974 | Time: 1753.24 ms
[2021-05-13 07:37:14 main:574] : INFO : Epoch 1679 | loss: 0.0311995 | val_loss: 0.0311992 | Time: 1756.26 ms
[2021-05-13 07:37:16 main:574] : INFO : Epoch 1680 | loss: 0.0311993 | val_loss: 0.0311968 | Time: 1757.41 ms
[2021-05-13 07:37:17 main:574] : INFO : Epoch 1681 | loss: 0.0311993 | val_loss: 0.0311969 | Time: 1755.67 ms
[2021-05-13 07:37:19 main:574] : INFO : Epoch 1682 | loss: 0.0311993 | val_loss: 0.0311967 | Time: 1750.46 ms
[2021-05-13 07:37:21 main:574] : INFO : Epoch 1683 | loss: 0.0311997 | val_loss: 0.0311969 | Time: 1752.23 ms
[2021-05-13 07:37:23 main:574] : INFO : Epoch 1684 | loss: 0.0311996 | val_loss: 0.0311969 | Time: 1756.51 ms
[2021-05-13 07:37:24 main:574] : INFO : Epoch 1685 | loss: 0.0311988 | val_loss: 0.0311986 | Time: 1753.47 ms
[2021-05-13 07:37:26 main:574] : INFO : Epoch 1686 | loss: 0.0312005 | val_loss: 0.0311993 | Time: 1753.09 ms
[2021-05-13 07:37:28 main:574] : INFO : Epoch 1687 | loss: 0.0312012 | val_loss: 0.0312003 | Time: 1761.26 ms
[2021-05-13 07:37:30 main:574] : INFO : Epoch 1688 | loss: 0.0311998 | val_loss: 0.031198 | Time: 1756.9 ms
[2021-05-13 07:37:31 main:574] : INFO : Epoch 1689 | loss: 0.0312006 | val_loss: 0.0311979 | Time: 1752.7 ms
[2021-05-13 07:37:33 main:574] : INFO : Epoch 1690 | loss: 0.0311994 | val_loss: 0.0311971 | Time: 1750.84 ms
[2021-05-13 07:37:35 main:574] : INFO : Epoch 1691 | loss: 0.0311995 | val_loss: 0.0312037 | Time: 1752.67 ms
[2021-05-13 07:37:37 main:574] : INFO : Epoch 1692 | loss: 0.0312002 | val_loss: 0.031199 | Time: 1754.51 ms
[2021-05-13 07:37:39 main:574] : INFO : Epoch 1693 | loss: 0.0311999 | val_loss: 0.0311968 | Time: 1761.89 ms
[2021-05-13 07:37:40 main:574] : INFO : Epoch 1694 | loss: 0.0311994 | val_loss: 0.0311969 | Time: 1760.46 ms
[2021-05-13 07:37:42 main:574] : INFO : Epoch 1695 | loss: 0.0311984 | val_loss: 0.0311968 | Time: 1762.78 ms
[2021-05-13 07:37:44 main:574] : INFO : Epoch 1696 | loss: 0.0311979 | val_loss: 0.0311959 | Time: 1760.86 ms
[2021-05-13 07:37:46 main:574] : INFO : Epoch 1697 | loss: 0.0311981 | val_loss: 0.0311958 | Time: 1750.66 ms
[2021-05-13 07:37:47 main:574] : INFO : Epoch 1698 | loss: 0.0311983 | val_loss: 0.0311962 | Time: 1739.21 ms
[2021-05-13 07:37:49 main:574] : INFO : Epoch 1699 | loss: 0.0311998 | val_loss: 0.0311965 | Time: 1743.03 ms
[2021-05-13 07:37:51 main:574] : INFO : Epoch 1700 | loss: 0.0312 | val_loss: 0.0312002 | Time: 1742.91 ms
[2021-05-13 07:37:53 main:574] : INFO : Epoch 1701 | loss: 0.0311996 | val_loss: 0.0312014 | Time: 1757.3 ms
[2021-05-13 07:37:54 main:574] : INFO : Epoch 1702 | loss: 0.0311998 | val_loss: 0.0311996 | Time: 1759.2 ms
[2021-05-13 07:37:56 main:574] : INFO : Epoch 1703 | loss: 0.0311999 | val_loss: 0.0311963 | Time: 1752.29 ms
[2021-05-13 07:37:58 main:574] : INFO : Epoch 1704 | loss: 0.031198 | val_loss: 0.0311962 | Time: 1746.08 ms
[2021-05-13 07:38:00 main:574] : INFO : Epoch 1705 | loss: 0.031198 | val_loss: 0.0311959 | Time: 1744.14 ms
[2021-05-13 07:38:01 main:574] : INFO : Epoch 1706 | loss: 0.0311975 | val_loss: 0.0311962 | Time: 1757.22 ms
[2021-05-13 07:38:03 main:574] : INFO : Epoch 1707 | loss: 0.0311983 | val_loss: 0.031196 | Time: 1743.99 ms
[2021-05-13 07:38:05 main:574] : INFO : Epoch 1708 | loss: 0.0311977 | val_loss: 0.0312035 | Time: 1753.47 ms
[2021-05-13 07:38:07 main:574] : INFO : Epoch 1709 | loss: 0.0311991 | val_loss: 0.031197 | Time: 1741.3 ms
[2021-05-13 07:38:08 main:574] : INFO : Epoch 1710 | loss: 0.031198 | val_loss: 0.0311973 | Time: 1753.44 ms
[2021-05-13 07:38:10 main:574] : INFO : Epoch 1711 | loss: 0.0311993 | val_loss: 0.031197 | Time: 1738.67 ms
[2021-05-13 07:38:12 main:574] : INFO : Epoch 1712 | loss: 0.0311972 | val_loss: 0.031196 | Time: 1762.96 ms
[2021-05-13 07:38:14 main:574] : INFO : Epoch 1713 | loss: 0.0311972 | val_loss: 0.0311969 | Time: 1734.48 ms
[2021-05-13 07:38:15 main:574] : INFO : Epoch 1714 | loss: 0.0311974 | val_loss: 0.0311968 | Time: 1745.49 ms
[2021-05-13 07:38:17 main:574] : INFO : Epoch 1715 | loss: 0.0311979 | val_loss: 0.031197 | Time: 1754.17 ms
[2021-05-13 07:38:19 main:574] : INFO : Epoch 1716 | loss: 0.0311978 | val_loss: 0.0311965 | Time: 1748.59 ms
[2021-05-13 07:38:21 main:574] : INFO : Epoch 1717 | loss: 0.0311972 | val_loss: 0.0311959 | Time: 1747.42 ms
[2021-05-13 07:38:22 main:574] : INFO : Epoch 1718 | loss: 0.0311969 | val_loss: 0.0311958 | Time: 1750.51 ms
[2021-05-13 07:38:24 main:574] : INFO : Epoch 1719 | loss: 0.0311965 | val_loss: 0.0311958 | Time: 1732.35 ms
[2021-05-13 07:38:26 main:574] : INFO : Epoch 1720 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 1760.35 ms
[2021-05-13 07:38:28 main:574] : INFO : Epoch 1721 | loss: 0.0311977 | val_loss: 0.0311967 | Time: 1745.3 ms
[2021-05-13 07:38:29 main:574] : INFO : Epoch 1722 | loss: 0.031197 | val_loss: 0.0311956 | Time: 1751.96 ms
[2021-05-13 07:38:31 main:574] : INFO : Epoch 1723 | loss: 0.031197 | val_loss: 0.0311965 | Time: 1745.25 ms
[2021-05-13 07:38:33 main:574] : INFO : Epoch 1724 | loss: 0.0311999 | val_loss: 0.0311965 | Time: 1743.93 ms
[2021-05-13 07:38:35 main:574] : INFO : Epoch 1725 | loss: 0.0311983 | val_loss: 0.0311967 | Time: 1751.65 ms
[2021-05-13 07:38:36 main:574] : INFO : Epoch 1726 | loss: 0.0311969 | val_loss: 0.0311967 | Time: 1763.34 ms
[2021-05-13 07:38:38 main:574] : INFO : Epoch 1727 | loss: 0.0311966 | val_loss: 0.0311968 | Time: 1740.93 ms
[2021-05-13 07:38:40 main:574] : INFO : Epoch 1728 | loss: 0.0311972 | val_loss: 0.0311972 | Time: 1739.43 ms
[2021-05-13 07:38:42 main:574] : INFO : Epoch 1729 | loss: 0.031197 | val_loss: 0.0311963 | Time: 1753.49 ms
[2021-05-13 07:38:43 main:574] : INFO : Epoch 1730 | loss: 0.0311963 | val_loss: 0.0311956 | Time: 1757.26 ms
[2021-05-13 07:38:45 main:574] : INFO : Epoch 1731 | loss: 0.0311966 | val_loss: 0.0311988 | Time: 1744.26 ms
[2021-05-13 07:38:47 main:574] : INFO : Epoch 1732 | loss: 0.0311987 | val_loss: 0.031198 | Time: 1751.66 ms
[2021-05-13 07:38:49 main:574] : INFO : Epoch 1733 | loss: 0.0311985 | val_loss: 0.0311983 | Time: 1738.93 ms
[2021-05-13 07:38:50 main:574] : INFO : Epoch 1734 | loss: 0.031197 | val_loss: 0.0311971 | Time: 1758.34 ms
[2021-05-13 07:38:52 main:574] : INFO : Epoch 1735 | loss: 0.0311965 | val_loss: 0.0311965 | Time: 1752.79 ms
[2021-05-13 07:38:54 main:574] : INFO : Epoch 1736 | loss: 0.0311968 | val_loss: 0.0311985 | Time: 1754.37 ms
[2021-05-13 07:38:56 main:574] : INFO : Epoch 1737 | loss: 0.0311974 | val_loss: 0.0311958 | Time: 1755.64 ms
[2021-05-13 07:38:58 main:574] : INFO : Epoch 1738 | loss: 0.0311975 | val_loss: 0.0311959 | Time: 1753.13 ms
[2021-05-13 07:38:59 main:574] : INFO : Epoch 1739 | loss: 0.0311963 | val_loss: 0.0311961 | Time: 1749.53 ms
[2021-05-13 07:39:01 main:574] : INFO : Epoch 1740 | loss: 0.0311975 | val_loss: 0.0311953 | Time: 1757.23 ms
[2021-05-13 07:39:03 main:574] : INFO : Epoch 1741 | loss: 0.0311972 | val_loss: 0.0311962 | Time: 1741.75 ms
[2021-05-13 07:39:05 main:574] : INFO : Epoch 1742 | loss: 0.0311962 | val_loss: 0.031195 | Time: 1747.7 ms
[2021-05-13 07:39:06 main:574] : INFO : Epoch 1743 | loss: 0.0311958 | val_loss: 0.0311967 | Time: 1758.66 ms
[2021-05-13 07:39:08 main:574] : INFO : Epoch 1744 | loss: 0.031197 | val_loss: 0.0311957 | Time: 1750.97 ms
[2021-05-13 07:39:10 main:574] : INFO : Epoch 1745 | loss: 0.031198 | val_loss: 0.0312008 | Time: 1743.03 ms
[2021-05-13 07:39:12 main:574] : INFO : Epoch 1746 | loss: 0.0311973 | val_loss: 0.031196 | Time: 1761.9 ms
[2021-05-13 07:39:13 main:574] : INFO : Epoch 1747 | loss: 0.0311961 | val_loss: 0.0311955 | Time: 1747.91 ms
[2021-05-13 07:39:15 main:574] : INFO : Epoch 1748 | loss: 0.031196 | val_loss: 0.0311959 | Time: 1744.72 ms
[2021-05-13 07:39:17 main:574] : INFO : Epoch 1749 | loss: 0.0311957 | val_loss: 0.0311959 | Time: 1751.94 ms
[2021-05-13 07:39:19 main:574] : INFO : Epoch 1750 | loss: 0.0311958 | val_loss: 0.0311953 | Time: 1756.28 ms
[2021-05-13 07:39:20 main:574] : INFO : Epoch 1751 | loss: 0.031196 | val_loss: 0.0311963 | Time: 1753.63 ms
[2021-05-13 07:39:22 main:574] : INFO : Epoch 1752 | loss: 0.0311958 | val_loss: 0.0311964 | Time: 1750.06 ms
[2021-05-13 07:39:24 main:574] : INFO : Epoch 1753 | loss: 0.0311956 | val_loss: 0.0311955 | Time: 1739.52 ms
[2021-05-13 07:39:26 main:574] : INFO : Epoch 1754 | loss: 0.0311953 | val_loss: 0.031196 | Time: 1744.9 ms
[2021-05-13 07:39:27 main:574] : INFO : Epoch 1755 | loss: 0.0311954 | val_loss: 0.0311968 | Time: 1750.46 ms
[2021-05-13 07:39:29 main:574] : INFO : Epoch 1756 | loss: 0.0311962 | val_loss: 0.0311955 | Time: 1753.43 ms
[2021-05-13 07:39:31 main:574] : INFO : Epoch 1757 | loss: 0.0311975 | val_loss: 0.0312005 | Time: 1760.51 ms
[2021-05-13 07:39:33 main:574] : INFO : Epoch 1758 | loss: 0.0311957 | val_loss: 0.0311966 | Time: 1750.23 ms
[2021-05-13 07:39:34 main:574] : INFO : Epoch 1759 | loss: 0.0311952 | val_loss: 0.0311959 | Time: 1754.55 ms
[2021-05-13 07:39:36 main:574] : INFO : Epoch 1760 | loss: 0.0311949 | val_loss: 0.0311963 | Time: 1749.64 ms
[2021-05-13 07:39:38 main:574] : INFO : Epoch 1761 | loss: 0.0311953 | val_loss: 0.0311961 | Time: 1761.35 ms
[2021-05-13 07:39:40 main:574] : INFO : Epoch 1762 | loss: 0.0311951 | val_loss: 0.031197 | Time: 1757.31 ms
[2021-05-13 07:39:41 main:574] : INFO : Epoch 1763 | loss: 0.0311959 | val_loss: 0.0312048 | Time: 1752.77 ms
[2021-05-13 07:39:43 main:574] : INFO : Epoch 1764 | loss: 0.0311972 | val_loss: 0.0311958 | Time: 1750.02 ms
[2021-05-13 07:39:45 main:574] : INFO : Epoch 1765 | loss: 0.0311955 | val_loss: 0.0311964 | Time: 1754.08 ms
[2021-05-13 07:39:47 main:574] : INFO : Epoch 1766 | loss: 0.0311956 | val_loss: 0.0311963 | Time: 1746.14 ms
[2021-05-13 07:39:48 main:574] : INFO : Epoch 1767 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 1751.53 ms
[2021-05-13 07:39:50 main:574] : INFO : Epoch 1768 | loss: 0.0311947 | val_loss: 0.0311955 | Time: 1749.74 ms
[2021-05-13 07:39:52 main:574] : INFO : Epoch 1769 | loss: 0.0311944 | val_loss: 0.0311986 | Time: 1743.52 ms
[2021-05-13 07:39:54 main:574] : INFO : Epoch 1770 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 1750.4 ms
[2021-05-13 07:39:55 main:574] : INFO : Epoch 1771 | loss: 0.0311949 | val_loss: 0.031196 | Time: 1749.52 ms
[2021-05-13 07:39:57 main:574] : INFO : Epoch 1772 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 1747.84 ms
[2021-05-13 07:39:59 main:574] : INFO : Epoch 1773 | loss: 0.031196 | val_loss: 0.0312004 | Time: 1733.67 ms
[2021-05-13 07:40:01 main:574] : INFO : Epoch 1774 | loss: 0.0311954 | val_loss: 0.0311957 | Time: 1744.53 ms
[2021-05-13 07:40:02 main:574] : INFO : Epoch 1775 | loss: 0.0311942 | val_loss: 0.031196 | Time: 1756.03 ms
[2021-05-13 07:40:04 main:574] : INFO : Epoch 1776 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 1744.74 ms
[2021-05-13 07:40:06 main:574] : INFO : Epoch 1777 | loss: 0.031195 | val_loss: 0.0311963 | Time: 1745.02 ms
[2021-05-13 07:40:08 main:574] : INFO : Epoch 1778 | loss: 0.0311952 | val_loss: 0.0311956 | Time: 1740.2 ms
[2021-05-13 07:40:09 main:574] : INFO : Epoch 1779 | loss: 0.0311944 | val_loss: 0.0311952 | Time: 1750.13 ms
[2021-05-13 07:40:11 main:574] : INFO : Epoch 1780 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 1745.36 ms
[2021-05-13 07:40:13 main:574] : INFO : Epoch 1781 | loss: 0.031194 | val_loss: 0.0311956 | Time: 1741.3 ms
[2021-05-13 07:40:15 main:574] : INFO : Epoch 1782 | loss: 0.0311941 | val_loss: 0.0311956 | Time: 1745.35 ms
[2021-05-13 07:40:16 main:574] : INFO : Epoch 1783 | loss: 0.0311949 | val_loss: 0.0311971 | Time: 1760.18 ms
[2021-05-13 07:40:18 main:574] : INFO : Epoch 1784 | loss: 0.0311942 | val_loss: 0.0311961 | Time: 1746.36 ms
[2021-05-13 07:40:20 main:574] : INFO : Epoch 1785 | loss: 0.0311942 | val_loss: 0.0311969 | Time: 1746.72 ms
[2021-05-13 07:40:22 main:574] : INFO : Epoch 1786 | loss: 0.0311939 | val_loss: 0.0311956 | Time: 1744.52 ms
[2021-05-13 07:40:23 main:574] : INFO : Epoch 1787 | loss: 0.0311939 | val_loss: 0.0311957 | Time: 1742.96 ms
[2021-05-13 07:40:25 main:574] : INFO : Epoch 1788 | loss: 0.0311945 | val_loss: 0.0311956 | Time: 1747.81 ms
[2021-05-13 07:40:27 main:574] : INFO : Epoch 1789 | loss: 0.0311944 | val_loss: 0.0311966 | Time: 1746 ms
[2021-05-13 07:40:29 main:574] : INFO : Epoch 1790 | loss: 0.0311935 | val_loss: 0.0311961 | Time: 1746.63 ms
[2021-05-13 07:40:30 main:574] : INFO : Epoch 1791 | loss: 0.0311934 | val_loss: 0.0311956 | Time: 1756.62 ms
[2021-05-13 07:40:32 main:574] : INFO : Epoch 1792 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 1764.35 ms
[2021-05-13 07:40:34 main:574] : INFO : Epoch 1793 | loss: 0.0311937 | val_loss: 0.0311978 | Time: 1759.42 ms
[2021-05-13 07:40:36 main:574] : INFO : Epoch 1794 | loss: 0.0311952 | val_loss: 0.0311972 | Time: 1742.36 ms
[2021-05-13 07:40:37 main:574] : INFO : Epoch 1795 | loss: 0.0311943 | val_loss: 0.0311977 | Time: 1740.37 ms
[2021-05-13 07:40:39 main:574] : INFO : Epoch 1796 | loss: 0.031195 | val_loss: 0.031197 | Time: 1759.75 ms
[2021-05-13 07:40:41 main:574] : INFO : Epoch 1797 | loss: 0.0311954 | val_loss: 0.0311961 | Time: 1757.62 ms
[2021-05-13 07:40:43 main:574] : INFO : Epoch 1798 | loss: 0.0311944 | val_loss: 0.0311991 | Time: 1748.11 ms
[2021-05-13 07:40:45 main:574] : INFO : Epoch 1799 | loss: 0.0311958 | val_loss: 0.0311953 | Time: 1749.26 ms
[2021-05-13 07:40:46 main:574] : INFO : Epoch 1800 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 1751.9 ms
[2021-05-13 07:40:48 main:574] : INFO : Epoch 1801 | loss: 0.0311942 | val_loss: 0.0311935 | Time: 1745.73 ms
[2021-05-13 07:40:50 main:574] : INFO : Epoch 1802 | loss: 0.0311934 | val_loss: 0.0311937 | Time: 1760.85 ms
[2021-05-13 07:40:52 main:574] : INFO : Epoch 1803 | loss: 0.0311937 | val_loss: 0.0311931 | Time: 1749.27 ms
[2021-05-13 07:40:53 main:574] : INFO : Epoch 1804 | loss: 0.0311938 | val_loss: 0.0311937 | Time: 1735.62 ms
[2021-05-13 07:40:55 main:574] : INFO : Epoch 1805 | loss: 0.0311937 | val_loss: 0.0311928 | Time: 1748.47 ms
[2021-05-13 07:40:57 main:574] : INFO : Epoch 1806 | loss: 0.0311935 | val_loss: 0.0311937 | Time: 1750.59 ms
[2021-05-13 07:40:59 main:574] : INFO : Epoch 1807 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 1740 ms
[2021-05-13 07:41:00 main:574] : INFO : Epoch 1808 | loss: 0.0311941 | val_loss: 0.0311933 | Time: 1737.9 ms
[2021-05-13 07:41:02 main:574] : INFO : Epoch 1809 | loss: 0.0311945 | val_loss: 0.0311927 | Time: 1753.79 ms
[2021-05-13 07:41:04 main:574] : INFO : Epoch 1810 | loss: 0.0311955 | val_loss: 0.0312016 | Time: 1758.98 ms
[2021-05-13 07:41:06 main:574] : INFO : Epoch 1811 | loss: 0.0311978 | val_loss: 0.0312011 | Time: 1756.28 ms
[2021-05-13 07:41:07 main:574] : INFO : Epoch 1812 | loss: 0.0311953 | val_loss: 0.0311941 | Time: 1738 ms
[2021-05-13 07:41:09 main:574] : INFO : Epoch 1813 | loss: 0.0311938 | val_loss: 0.0311921 | Time: 1741.17 ms
[2021-05-13 07:41:11 main:574] : INFO : Epoch 1814 | loss: 0.0311927 | val_loss: 0.031193 | Time: 1748.15 ms
[2021-05-13 07:41:13 main:574] : INFO : Epoch 1815 | loss: 0.0311929 | val_loss: 0.0311927 | Time: 1757.7 ms
[2021-05-13 07:41:14 main:574] : INFO : Epoch 1816 | loss: 0.0311931 | val_loss: 0.031193 | Time: 1749.74 ms
[2021-05-13 07:41:16 main:574] : INFO : Epoch 1817 | loss: 0.0311924 | val_loss: 0.0311924 | Time: 1739.72 ms
[2021-05-13 07:41:18 main:574] : INFO : Epoch 1818 | loss: 0.031193 | val_loss: 0.0311943 | Time: 1748.38 ms
[2021-05-13 07:41:20 main:574] : INFO : Epoch 1819 | loss: 0.0311927 | val_loss: 0.0311926 | Time: 1737.98 ms
[2021-05-13 07:41:21 main:574] : INFO : Epoch 1820 | loss: 0.0311926 | val_loss: 0.0311924 | Time: 1741.79 ms
[2021-05-13 07:41:23 main:574] : INFO : Epoch 1821 | loss: 0.0311925 | val_loss: 0.031193 | Time: 1754.35 ms
[2021-05-13 07:41:25 main:574] : INFO : Epoch 1822 | loss: 0.0311951 | val_loss: 0.0311931 | Time: 1751.01 ms
[2021-05-13 07:41:27 main:574] : INFO : Epoch 1823 | loss: 0.0311947 | val_loss: 0.0311923 | Time: 1752.59 ms
[2021-05-13 07:41:28 main:574] : INFO : Epoch 1824 | loss: 0.0311915 | val_loss: 0.0311926 | Time: 1744.87 ms
[2021-05-13 07:41:30 main:574] : INFO : Epoch 1825 | loss: 0.031192 | val_loss: 0.0311931 | Time: 1736.16 ms
[2021-05-13 07:41:32 main:574] : INFO : Epoch 1826 | loss: 0.031193 | val_loss: 0.0311954 | Time: 1738.19 ms
[2021-05-13 07:41:34 main:574] : INFO : Epoch 1827 | loss: 0.031196 | val_loss: 0.0311943 | Time: 1763.01 ms
[2021-05-13 07:41:35 main:574] : INFO : Epoch 1828 | loss: 0.0311963 | val_loss: 0.0311933 | Time: 1749.38 ms
[2021-05-13 07:41:37 main:574] : INFO : Epoch 1829 | loss: 0.0311964 | val_loss: 0.0311939 | Time: 1754.62 ms
[2021-05-13 07:41:39 main:574] : INFO : Epoch 1830 | loss: 0.0311956 | val_loss: 0.0311967 | Time: 1760.22 ms
[2021-05-13 07:41:41 main:574] : INFO : Epoch 1831 | loss: 0.0311955 | val_loss: 0.031193 | Time: 1735.71 ms
[2021-05-13 07:41:42 main:574] : INFO : Epoch 1832 | loss: 0.031195 | val_loss: 0.0311945 | Time: 1738.68 ms
[2021-05-13 07:41:44 main:574] : INFO : Epoch 1833 | loss: 0.0311936 | val_loss: 0.0311926 | Time: 1758.06 ms
[2021-05-13 07:41:46 main:574] : INFO : Epoch 1834 | loss: 0.0311942 | val_loss: 0.0311928 | Time: 1737.9 ms
[2021-05-13 07:41:48 main:574] : INFO : Epoch 1835 | loss: 0.0311945 | val_loss: 0.0311959 | Time: 1751.97 ms
[2021-05-13 07:41:49 main:574] : INFO : Epoch 1836 | loss: 0.0311955 | val_loss: 0.0312005 | Time: 1753.73 ms
[2021-05-13 07:41:51 main:574] : INFO : Epoch 1837 | loss: 0.0311952 | val_loss: 0.0311921 | Time: 1745.66 ms
[2021-05-13 07:41:53 main:574] : INFO : Epoch 1838 | loss: 0.0311953 | val_loss: 0.0311921 | Time: 1754.53 ms
[2021-05-13 07:41:55 main:574] : INFO : Epoch 1839 | loss: 0.0311931 | val_loss: 0.0311923 | Time: 1750.66 ms
[2021-05-13 07:41:56 main:574] : INFO : Epoch 1840 | loss: 0.0311923 | val_loss: 0.0311927 | Time: 1740.05 ms
[2021-05-13 07:41:58 main:574] : INFO : Epoch 1841 | loss: 0.0311923 | val_loss: 0.0311929 | Time: 1754.15 ms
[2021-05-13 07:42:00 main:574] : INFO : Epoch 1842 | loss: 0.0311918 | val_loss: 0.0311926 | Time: 1762.1 ms
[2021-05-13 07:42:02 main:574] : INFO : Epoch 1843 | loss: 0.0311922 | val_loss: 0.0311927 | Time: 1748.55 ms
[2021-05-13 07:42:03 main:574] : INFO : Epoch 1844 | loss: 0.0311929 | val_loss: 0.0311929 | Time: 1750.23 ms
[2021-05-13 07:42:05 main:574] : INFO : Epoch 1845 | loss: 0.031193 | val_loss: 0.0311928 | Time: 1757.83 ms
[2021-05-13 07:42:07 main:574] : INFO : Epoch 1846 | loss: 0.0311921 | val_loss: 0.0311927 | Time: 1761.85 ms
[2021-05-13 07:42:09 main:574] : INFO : Epoch 1847 | loss: 0.0311919 | val_loss: 0.0311927 | Time: 1737.94 ms
[2021-05-13 07:42:10 main:574] : INFO : Epoch 1848 | loss: 0.0311913 | val_loss: 0.0311931 | Time: 1749.65 ms
[2021-05-13 07:42:12 main:574] : INFO : Epoch 1849 | loss: 0.0311908 | val_loss: 0.031192 | Time: 1762.37 ms
[2021-05-13 07:42:14 main:574] : INFO : Epoch 1850 | loss: 0.0311921 | val_loss: 0.0311983 | Time: 1747.09 ms
[2021-05-13 07:42:16 main:574] : INFO : Epoch 1851 | loss: 0.0311918 | val_loss: 0.031193 | Time: 1745.81 ms
[2021-05-13 07:42:17 main:574] : INFO : Epoch 1852 | loss: 0.0311911 | val_loss: 0.0311924 | Time: 1749.49 ms
[2021-05-13 07:42:19 main:574] : INFO : Epoch 1853 | loss: 0.0311908 | val_loss: 0.0311928 | Time: 1759.16 ms
[2021-05-13 07:42:21 main:574] : INFO : Epoch 1854 | loss: 0.0311916 | val_loss: 0.0311922 | Time: 1762.02 ms
[2021-05-13 07:42:23 main:574] : INFO : Epoch 1855 | loss: 0.0311918 | val_loss: 0.0311919 | Time: 1754.57 ms
[2021-05-13 07:42:25 main:574] : INFO : Epoch 1856 | loss: 0.0311904 | val_loss: 0.0311912 | Time: 1745.74 ms
[2021-05-13 07:42:26 main:574] : INFO : Epoch 1857 | loss: 0.0311907 | val_loss: 0.0311921 | Time: 1762.16 ms
[2021-05-13 07:42:28 main:574] : INFO : Epoch 1858 | loss: 0.0311901 | val_loss: 0.0311914 | Time: 1744.45 ms
[2021-05-13 07:42:30 main:574] : INFO : Epoch 1859 | loss: 0.0311925 | val_loss: 0.0311926 | Time: 1759.77 ms
[2021-05-13 07:42:32 main:574] : INFO : Epoch 1860 | loss: 0.0311906 | val_loss: 0.0311916 | Time: 1749.25 ms
[2021-05-13 07:42:33 main:574] : INFO : Epoch 1861 | loss: 0.0311911 | val_loss: 0.0311921 | Time: 1749.88 ms
[2021-05-13 07:42:35 main:574] : INFO : Epoch 1862 | loss: 0.0311902 | val_loss: 0.0311909 | Time: 1749.2 ms
[2021-05-13 07:42:37 main:574] : INFO : Epoch 1863 | loss: 0.0311914 | val_loss: 0.0311911 | Time: 1754.17 ms
[2021-05-13 07:42:39 main:574] : INFO : Epoch 1864 | loss: 0.0311904 | val_loss: 0.0311916 | Time: 1750.93 ms
[2021-05-13 07:42:40 main:574] : INFO : Epoch 1865 | loss: 0.031192 | val_loss: 0.0311936 | Time: 1750.21 ms
[2021-05-13 07:42:42 main:574] : INFO : Epoch 1866 | loss: 0.0311909 | val_loss: 0.0311916 | Time: 1759.96 ms
[2021-05-13 07:42:44 main:574] : INFO : Epoch 1867 | loss: 0.0311896 | val_loss: 0.0311905 | Time: 1744.38 ms
[2021-05-13 07:42:46 main:574] : INFO : Epoch 1868 | loss: 0.0311901 | val_loss: 0.0311912 | Time: 1753 ms
[2021-05-13 07:42:47 main:574] : INFO : Epoch 1869 | loss: 0.0311908 | val_loss: 0.0311905 | Time: 1742.72 ms
[2021-05-13 07:42:49 main:574] : INFO : Epoch 1870 | loss: 0.0311902 | val_loss: 0.0311905 | Time: 1752.32 ms
[2021-05-13 07:42:51 main:574] : INFO : Epoch 1871 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 1752.73 ms
[2021-05-13 07:42:53 main:574] : INFO : Epoch 1872 | loss: 0.031191 | val_loss: 0.0311908 | Time: 1748.42 ms
[2021-05-13 07:42:54 main:574] : INFO : Epoch 1873 | loss: 0.0311897 | val_loss: 0.0311921 | Time: 1746.18 ms
[2021-05-13 07:42:56 main:574] : INFO : Epoch 1874 | loss: 0.0311894 | val_loss: 0.031191 | Time: 1745.21 ms
[2021-05-13 07:42:58 main:574] : INFO : Epoch 1875 | loss: 0.0311899 | val_loss: 0.0311912 | Time: 1749.65 ms
[2021-05-13 07:43:00 main:574] : INFO : Epoch 1876 | loss: 0.031191 | val_loss: 0.031191 | Time: 1739.22 ms
[2021-05-13 07:43:01 main:574] : INFO : Epoch 1877 | loss: 0.0311896 | val_loss: 0.0311937 | Time: 1745.44 ms
[2021-05-13 07:43:03 main:574] : INFO : Epoch 1878 | loss: 0.0311928 | val_loss: 0.0311915 | Time: 1744.67 ms
[2021-05-13 07:43:05 main:574] : INFO : Epoch 1879 | loss: 0.0311894 | val_loss: 0.031191 | Time: 1736.82 ms
[2021-05-13 07:43:07 main:574] : INFO : Epoch 1880 | loss: 0.0311893 | val_loss: 0.0311899 | Time: 1742.17 ms
[2021-05-13 07:43:08 main:574] : INFO : Epoch 1881 | loss: 0.0311892 | val_loss: 0.0311898 | Time: 1745.73 ms
[2021-05-13 07:43:10 main:574] : INFO : Epoch 1882 | loss: 0.031188 | val_loss: 0.0311909 | Time: 1735.58 ms
[2021-05-13 07:43:12 main:574] : INFO : Epoch 1883 | loss: 0.031189 | val_loss: 0.0311896 | Time: 1760.2 ms
[2021-05-13 07:43:14 main:574] : INFO : Epoch 1884 | loss: 0.0311888 | val_loss: 0.0311898 | Time: 1751.08 ms
[2021-05-13 07:43:15 main:574] : INFO : Epoch 1885 | loss: 0.031188 | val_loss: 0.0311897 | Time: 1755.56 ms
[2021-05-13 07:43:17 main:574] : INFO : Epoch 1886 | loss: 0.0311876 | val_loss: 0.0311897 | Time: 1756 ms
[2021-05-13 07:43:19 main:574] : INFO : Epoch 1887 | loss: 0.0311875 | val_loss: 0.0311897 | Time: 1748.15 ms
[2021-05-13 07:43:21 main:574] : INFO : Epoch 1888 | loss: 0.0311882 | val_loss: 0.0311979 | Time: 1761.95 ms
[2021-05-13 07:43:22 main:574] : INFO : Epoch 1889 | loss: 0.0311897 | val_loss: 0.0311911 | Time: 1761.46 ms
[2021-05-13 07:43:24 main:574] : INFO : Epoch 1890 | loss: 0.0311879 | val_loss: 0.0311903 | Time: 1754.46 ms
[2021-05-13 07:43:26 main:574] : INFO : Epoch 1891 | loss: 0.031188 | val_loss: 0.03119 | Time: 1741.48 ms
[2021-05-13 07:43:28 main:574] : INFO : Epoch 1892 | loss: 0.0311884 | val_loss: 0.0311897 | Time: 1738.04 ms
[2021-05-13 07:43:29 main:574] : INFO : Epoch 1893 | loss: 0.0311871 | val_loss: 0.0311896 | Time: 1768.44 ms
[2021-05-13 07:43:31 main:574] : INFO : Epoch 1894 | loss: 0.0311872 | val_loss: 0.0311915 | Time: 1742.86 ms
[2021-05-13 07:43:33 main:574] : INFO : Epoch 1895 | loss: 0.0311872 | val_loss: 0.0311911 | Time: 1752.63 ms
[2021-05-13 07:43:35 main:574] : INFO : Epoch 1896 | loss: 0.0311877 | val_loss: 0.0311926 | Time: 1747.82 ms
[2021-05-13 07:43:36 main:574] : INFO : Epoch 1897 | loss: 0.0311877 | val_loss: 0.0311917 | Time: 1746.33 ms
[2021-05-13 07:43:38 main:574] : INFO : Epoch 1898 | loss: 0.0311883 | val_loss: 0.0311899 | Time: 1749.56 ms
[2021-05-13 07:43:40 main:574] : INFO : Epoch 1899 | loss: 0.0311888 | val_loss: 0.0311958 | Time: 1743.81 ms
[2021-05-13 07:43:42 main:574] : INFO : Epoch 1900 | loss: 0.0311909 | val_loss: 0.0311915 | Time: 1748.54 ms
[2021-05-13 07:43:43 main:574] : INFO : Epoch 1901 | loss: 0.0311897 | val_loss: 0.0311915 | Time: 1755.61 ms
[2021-05-13 07:43:45 main:574] : INFO : Epoch 1902 | loss: 0.0311884 | val_loss: 0.0311899 | Time: 1750.24 ms
[2021-05-13 07:43:47 main:574] : INFO : Epoch 1903 | loss: 0.0311895 | val_loss: 0.0311901 | Time: 1745.67 ms
[2021-05-13 07:43:49 main:574] : INFO : Epoch 1904 | loss: 0.0311879 | val_loss: 0.0311945 | Time: 1741.89 ms
[2021-05-13 07:43:50 main:574] : INFO : Epoch 1905 | loss: 0.0311894 | val_loss: 0.0311905 | Time: 1759.26 ms
[2021-05-13 07:43:52 main:574] : INFO : Epoch 1906 | loss: 0.0311891 | val_loss: 0.0311897 | Time: 1760.1 ms
[2021-05-13 07:43:54 main:574] : INFO : Epoch 1907 | loss: 0.031188 | val_loss: 0.0311913 | Time: 1746.43 ms
[2021-05-13 07:43:56 main:574] : INFO : Epoch 1908 | loss: 0.0311895 | val_loss: 0.0311911 | Time: 1756.45 ms
[2021-05-13 07:43:58 main:574] : INFO : Epoch 1909 | loss: 0.0311886 | val_loss: 0.0311922 | Time: 1769.3 ms
[2021-05-13 07:43:59 main:574] : INFO : Epoch 1910 | loss: 0.0311889 | val_loss: 0.0311957 | Time: 1736.37 ms
[2021-05-13 07:44:01 main:574] : INFO : Epoch 1911 | loss: 0.0311928 | val_loss: 0.0311911 | Time: 1750.98 ms
[2021-05-13 07:44:03 main:574] : INFO : Epoch 1912 | loss: 0.0311903 | val_loss: 0.03119 | Time: 1746.47 ms
[2021-05-13 07:44:05 main:574] : INFO : Epoch 1913 | loss: 0.0311891 | val_loss: 0.0311917 | Time: 1763.32 ms
[2021-05-13 07:44:06 main:574] : INFO : Epoch 1914 | loss: 0.0311899 | val_loss: 0.0311915 | Time: 1760.48 ms
[2021-05-13 07:44:08 main:574] : INFO : Epoch 1915 | loss: 0.0311896 | val_loss: 0.031192 | Time: 1748.14 ms
[2021-05-13 07:44:10 main:574] : INFO : Epoch 1916 | loss: 0.03119 | val_loss: 0.0311936 | Time: 1749.51 ms
[2021-05-13 07:44:12 main:574] : INFO : Epoch 1917 | loss: 0.0311903 | val_loss: 0.0311897 | Time: 1749.46 ms
[2021-05-13 07:44:13 main:574] : INFO : Epoch 1918 | loss: 0.0311906 | val_loss: 0.031195 | Time: 1745.32 ms
[2021-05-13 07:44:15 main:574] : INFO : Epoch 1919 | loss: 0.0311892 | val_loss: 0.0311895 | Time: 1737.2 ms
[2021-05-13 07:44:17 main:574] : INFO : Epoch 1920 | loss: 0.031189 | val_loss: 0.0311917 | Time: 1741.54 ms
[2021-05-13 07:44:19 main:574] : INFO : Epoch 1921 | loss: 0.0311891 | val_loss: 0.0311905 | Time: 1734.48 ms
[2021-05-13 07:44:20 main:574] : INFO : Epoch 1922 | loss: 0.0311912 | val_loss: 0.0311962 | Time: 1737.72 ms
[2021-05-13 07:44:22 main:574] : INFO : Epoch 1923 | loss: 0.0311904 | val_loss: 0.0311895 | Time: 1749.33 ms
[2021-05-13 07:44:24 main:574] : INFO : Epoch 1924 | loss: 0.0311877 | val_loss: 0.0311903 | Time: 1750.96 ms
[2021-05-13 07:44:26 main:574] : INFO : Epoch 1925 | loss: 0.0311873 | val_loss: 0.0311894 | Time: 1745.49 ms
[2021-05-13 07:44:27 main:574] : INFO : Epoch 1926 | loss: 0.0311871 | val_loss: 0.0311897 | Time: 1756.14 ms
[2021-05-13 07:44:29 main:574] : INFO : Epoch 1927 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 1759.57 ms
[2021-05-13 07:44:31 main:574] : INFO : Epoch 1928 | loss: 0.0311869 | val_loss: 0.0311915 | Time: 1749.2 ms
[2021-05-13 07:44:33 main:574] : INFO : Epoch 1929 | loss: 0.0311889 | val_loss: 0.0311891 | Time: 1748.85 ms
[2021-05-13 07:44:34 main:574] : INFO : Epoch 1930 | loss: 0.0311898 | val_loss: 0.0311923 | Time: 1742.65 ms
[2021-05-13 07:44:36 main:574] : INFO : Epoch 1931 | loss: 0.0311871 | val_loss: 0.0311907 | Time: 1743.73 ms
[2021-05-13 07:44:38 main:574] : INFO : Epoch 1932 | loss: 0.0311886 | val_loss: 0.0311885 | Time: 1746.45 ms
[2021-05-13 07:44:40 main:574] : INFO : Epoch 1933 | loss: 0.0311868 | val_loss: 0.0311879 | Time: 1757.92 ms
[2021-05-13 07:44:41 main:574] : INFO : Epoch 1934 | loss: 0.0311867 | val_loss: 0.0311888 | Time: 1748.99 ms
[2021-05-13 07:44:43 main:574] : INFO : Epoch 1935 | loss: 0.031186 | val_loss: 0.0311878 | Time: 1753.61 ms
[2021-05-13 07:44:45 main:574] : INFO : Epoch 1936 | loss: 0.0311879 | val_loss: 0.031189 | Time: 1750.96 ms
[2021-05-13 07:44:47 main:574] : INFO : Epoch 1937 | loss: 0.0311867 | val_loss: 0.0311875 | Time: 1756.57 ms
[2021-05-13 07:44:48 main:574] : INFO : Epoch 1938 | loss: 0.0311858 | val_loss: 0.0311874 | Time: 1761.54 ms
[2021-05-13 07:44:50 main:574] : INFO : Epoch 1939 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 1755.18 ms
[2021-05-13 07:44:52 main:574] : INFO : Epoch 1940 | loss: 0.0311882 | val_loss: 0.0311906 | Time: 1765.28 ms
[2021-05-13 07:44:54 main:574] : INFO : Epoch 1941 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 1741.15 ms
[2021-05-13 07:44:55 main:574] : INFO : Epoch 1942 | loss: 0.0311867 | val_loss: 0.0311873 | Time: 1750 ms
[2021-05-13 07:44:57 main:574] : INFO : Epoch 1943 | loss: 0.0311857 | val_loss: 0.0311874 | Time: 1753.18 ms
[2021-05-13 07:44:59 main:574] : INFO : Epoch 1944 | loss: 0.0311854 | val_loss: 0.0311877 | Time: 1743.77 ms
[2021-05-13 07:45:01 main:574] : INFO : Epoch 1945 | loss: 0.0311849 | val_loss: 0.0311899 | Time: 1757.98 ms
[2021-05-13 07:45:02 main:574] : INFO : Epoch 1946 | loss: 0.031186 | val_loss: 0.0311884 | Time: 1750.27 ms
[2021-05-13 07:45:04 main:574] : INFO : Epoch 1947 | loss: 0.031185 | val_loss: 0.0311875 | Time: 1748.56 ms
[2021-05-13 07:45:06 main:574] : INFO : Epoch 1948 | loss: 0.0311858 | val_loss: 0.031191 | Time: 1743.94 ms
[2021-05-13 07:45:08 main:574] : INFO : Epoch 1949 | loss: 0.0311859 | val_loss: 0.0311882 | Time: 1752.55 ms
[2021-05-13 07:45:09 main:574] : INFO : Epoch 1950 | loss: 0.031185 | val_loss: 0.0311879 | Time: 1757.62 ms
[2021-05-13 07:45:11 main:574] : INFO : Epoch 1951 | loss: 0.0311848 | val_loss: 0.0311884 | Time: 1749.74 ms
[2021-05-13 07:45:13 main:574] : INFO : Epoch 1952 | loss: 0.0311857 | val_loss: 0.0311886 | Time: 1731.16 ms
[2021-05-13 07:45:15 main:574] : INFO : Epoch 1953 | loss: 0.031186 | val_loss: 0.0311899 | Time: 1753.85 ms
[2021-05-13 07:45:16 main:574] : INFO : Epoch 1954 | loss: 0.0311854 | val_loss: 0.0311888 | Time: 1735.47 ms
[2021-05-13 07:45:18 main:574] : INFO : Epoch 1955 | loss: 0.0311849 | val_loss: 0.0311891 | Time: 1741.2 ms
[2021-05-13 07:45:20 main:574] : INFO : Epoch 1956 | loss: 0.0311871 | val_loss: 0.0311922 | Time: 1746.69 ms
[2021-05-13 07:45:22 main:574] : INFO : Epoch 1957 | loss: 0.0311862 | val_loss: 0.0311893 | Time: 1751.5 ms
[2021-05-13 07:45:23 main:574] : INFO : Epoch 1958 | loss: 0.031187 | val_loss: 0.0311879 | Time: 1749.68 ms
[2021-05-13 07:45:25 main:574] : INFO : Epoch 1959 | loss: 0.031187 | val_loss: 0.0311907 | Time: 1749.42 ms
[2021-05-13 07:45:27 main:574] : INFO : Epoch 1960 | loss: 0.0311867 | val_loss: 0.0311889 | Time: 1745.07 ms
[2021-05-13 07:45:29 main:574] : INFO : Epoch 1961 | loss: 0.0311853 | val_loss: 0.0311898 | Time: 1748.31 ms
[2021-05-13 07:45:30 main:574] : INFO : Epoch 1962 | loss: 0.0311851 | val_loss: 0.031188 | Time: 1745.39 ms
[2021-05-13 07:45:32 main:574] : INFO : Epoch 1963 | loss: 0.0311842 | val_loss: 0.0311883 | Time: 1756.33 ms
[2021-05-13 07:45:34 main:574] : INFO : Epoch 1964 | loss: 0.0311843 | val_loss: 0.0311896 | Time: 1758.71 ms
[2021-05-13 07:45:36 main:574] : INFO : Epoch 1965 | loss: 0.031187 | val_loss: 0.0311912 | Time: 1759.1 ms
[2021-05-13 07:45:37 main:574] : INFO : Epoch 1966 | loss: 0.0311872 | val_loss: 0.0311881 | Time: 1736.04 ms
[2021-05-13 07:45:39 main:574] : INFO : Epoch 1967 | loss: 0.0311858 | val_loss: 0.0311887 | Time: 1750.65 ms
[2021-05-13 07:45:41 main:574] : INFO : Epoch 1968 | loss: 0.0311857 | val_loss: 0.0311885 | Time: 1746.43 ms
[2021-05-13 07:45:43 main:574] : INFO : Epoch 1969 | loss: 0.0311888 | val_loss: 0.0311888 | Time: 1743.63 ms
[2021-05-13 07:45:45 main:574] : INFO : Epoch 1970 | loss: 0.031569 | val_loss: 0.0377324 | Time: 1750.78 ms
[2021-05-13 07:45:46 main:574] : INFO : Epoch 1971 | loss: 0.0381076 | val_loss: 0.0357514 | Time: 1765.92 ms
[2021-05-13 07:45:48 main:574] : INFO : Epoch 1972 | loss: 0.0326061 | val_loss: 0.0314885 | Time: 1754.17 ms
[2021-05-13 07:45:50 main:574] : INFO : Epoch 1973 | loss: 0.0314268 | val_loss: 0.0313332 | Time: 1756.65 ms
[2021-05-13 07:45:52 main:574] : INFO : Epoch 1974 | loss: 0.0312918 | val_loss: 0.0312614 | Time: 1754.88 ms
[2021-05-13 07:45:53 main:574] : INFO : Epoch 1975 | loss: 0.0312597 | val_loss: 0.0312555 | Time: 1754.08 ms
[2021-05-13 07:45:55 main:574] : INFO : Epoch 1976 | loss: 0.0312537 | val_loss: 0.0312528 | Time: 1743.51 ms
[2021-05-13 07:45:57 main:574] : INFO : Epoch 1977 | loss: 0.0312519 | val_loss: 0.0312511 | Time: 1747.85 ms
[2021-05-13 07:45:59 main:574] : INFO : Epoch 1978 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 1753.29 ms
[2021-05-13 07:46:00 main:574] : INFO : Epoch 1979 | loss: 0.03125 | val_loss: 0.0312487 | Time: 1755.79 ms
[2021-05-13 07:46:02 main:574] : INFO : Epoch 1980 | loss: 0.0312485 | val_loss: 0.0312469 | Time: 1742.67 ms
[2021-05-13 07:46:04 main:574] : INFO : Epoch 1981 | loss: 0.0312466 | val_loss: 0.0312459 | Time: 1744.98 ms
[2021-05-13 07:46:06 main:574] : INFO : Epoch 1982 | loss: 0.0312451 | val_loss: 0.0312427 | Time: 1749.76 ms
[2021-05-13 07:46:07 main:574] : INFO : Epoch 1983 | loss: 0.0312426 | val_loss: 0.03124 | Time: 1743.24 ms
[2021-05-13 07:46:09 main:574] : INFO : Epoch 1984 | loss: 0.0312403 | val_loss: 0.0312369 | Time: 1762.48 ms
[2021-05-13 07:46:11 main:574] : INFO : Epoch 1985 | loss: 0.0312378 | val_loss: 0.0312338 | Time: 1756.05 ms
[2021-05-13 07:46:13 main:574] : INFO : Epoch 1986 | loss: 0.0312352 | val_loss: 0.0312307 | Time: 1740.17 ms
[2021-05-13 07:46:14 main:574] : INFO : Epoch 1987 | loss: 0.0312327 | val_loss: 0.0312281 | Time: 1743.35 ms
[2021-05-13 07:46:16 main:574] : INFO : Epoch 1988 | loss: 0.0312307 | val_loss: 0.0312255 | Time: 1742.49 ms
[2021-05-13 07:46:18 main:574] : INFO : Epoch 1989 | loss: 0.0312284 | val_loss: 0.0312248 | Time: 1752.28 ms
[2021-05-13 07:46:20 main:574] : INFO : Epoch 1990 | loss: 0.0312273 | val_loss: 0.031223 | Time: 1747.88 ms
[2021-05-13 07:46:21 main:574] : INFO : Epoch 1991 | loss: 0.0312247 | val_loss: 0.0312199 | Time: 1756.51 ms
[2021-05-13 07:46:23 main:574] : INFO : Epoch 1992 | loss: 0.0312234 | val_loss: 0.0312209 | Time: 1757.1 ms
[2021-05-13 07:46:25 main:574] : INFO : Epoch 1993 | loss: 0.0312224 | val_loss: 0.0312166 | Time: 1749.17 ms
[2021-05-13 07:46:27 main:574] : INFO : Epoch 1994 | loss: 0.0312212 | val_loss: 0.0312154 | Time: 1751.16 ms
[2021-05-13 07:46:28 main:574] : INFO : Epoch 1995 | loss: 0.031219 | val_loss: 0.0312181 | Time: 1755.39 ms
[2021-05-13 07:46:30 main:574] : INFO : Epoch 1996 | loss: 0.0312183 | val_loss: 0.031214 | Time: 1755.25 ms
[2021-05-13 07:46:32 main:574] : INFO : Epoch 1997 | loss: 0.0312155 | val_loss: 0.0312121 | Time: 1764.12 ms
[2021-05-13 07:46:34 main:574] : INFO : Epoch 1998 | loss: 0.0312154 | val_loss: 0.0312088 | Time: 1751.15 ms
[2021-05-13 07:46:35 main:574] : INFO : Epoch 1999 | loss: 0.0312144 | val_loss: 0.0312097 | Time: 1751.22 ms
[2021-05-13 07:46:37 main:574] : INFO : Epoch 2000 | loss: 0.0312113 | val_loss: 0.0312064 | Time: 1749.21 ms
[2021-05-13 07:46:39 main:574] : INFO : Epoch 2001 | loss: 0.0312092 | val_loss: 0.0312054 | Time: 1737.66 ms
[2021-05-13 07:46:41 main:574] : INFO : Epoch 2002 | loss: 0.0312095 | val_loss: 0.0312039 | Time: 1742.65 ms
[2021-05-13 07:46:42 main:574] : INFO : Epoch 2003 | loss: 0.0312087 | val_loss: 0.0312046 | Time: 1759.83 ms
[2021-05-13 07:46:44 main:574] : INFO : Epoch 2004 | loss: 0.0312078 | val_loss: 0.0312023 | Time: 1751.75 ms
[2021-05-13 07:46:46 main:574] : INFO : Epoch 2005 | loss: 0.0312027 | val_loss: 0.0312009 | Time: 1755.45 ms
[2021-05-13 07:46:48 main:574] : INFO : Epoch 2006 | loss: 0.0312047 | val_loss: 0.0312005 | Time: 1753.45 ms
[2021-05-13 07:46:49 main:574] : INFO : Epoch 2007 | loss: 0.0312016 | val_loss: 0.0311987 | Time: 1757.75 ms
[2021-05-13 07:46:51 main:574] : INFO : Epoch 2008 | loss: 0.0312014 | val_loss: 0.031198 | Time: 1752.76 ms
[2021-05-13 07:46:53 main:574] : INFO : Epoch 2009 | loss: 0.0312008 | val_loss: 0.0311982 | Time: 1743.85 ms
[2021-05-13 07:46:55 main:574] : INFO : Epoch 2010 | loss: 0.0311989 | val_loss: 0.0311975 | Time: 1751.05 ms
[2021-05-13 07:46:57 main:574] : INFO : Epoch 2011 | loss: 0.0311985 | val_loss: 0.031196 | Time: 1744.47 ms
[2021-05-13 07:46:58 main:574] : INFO : Epoch 2012 | loss: 0.0311981 | val_loss: 0.0311966 | Time: 1754.28 ms
[2021-05-13 07:47:00 main:574] : INFO : Epoch 2013 | loss: 0.0311986 | val_loss: 0.0311961 | Time: 1743.55 ms
[2021-05-13 07:47:02 main:574] : INFO : Epoch 2014 | loss: 0.0311976 | val_loss: 0.0311981 | Time: 1756.15 ms
[2021-05-13 07:47:04 main:574] : INFO : Epoch 2015 | loss: 0.0311974 | val_loss: 0.0311954 | Time: 1756.05 ms
[2021-05-13 07:47:05 main:574] : INFO : Epoch 2016 | loss: 0.0311963 | val_loss: 0.0311948 | Time: 1754.19 ms
[2021-05-13 07:47:07 main:574] : INFO : Epoch 2017 | loss: 0.0311978 | val_loss: 0.0311968 | Time: 1753.69 ms
[2021-05-13 07:47:09 main:574] : INFO : Epoch 2018 | loss: 0.0311967 | val_loss: 0.0311955 | Time: 1748.75 ms
[2021-05-13 07:47:11 main:574] : INFO : Epoch 2019 | loss: 0.0311959 | val_loss: 0.0311944 | Time: 1734.68 ms
[2021-05-13 07:47:12 main:574] : INFO : Epoch 2020 | loss: 0.0311954 | val_loss: 0.0311965 | Time: 1743.37 ms
[2021-05-13 07:47:14 main:574] : INFO : Epoch 2021 | loss: 0.0311963 | val_loss: 0.0311949 | Time: 1768.73 ms
[2021-05-13 07:47:16 main:574] : INFO : Epoch 2022 | loss: 0.0311952 | val_loss: 0.0311953 | Time: 1752.42 ms
[2021-05-13 07:47:18 main:574] : INFO : Epoch 2023 | loss: 0.0311947 | val_loss: 0.0311939 | Time: 1759.56 ms
[2021-05-13 07:47:19 main:574] : INFO : Epoch 2024 | loss: 0.0311931 | val_loss: 0.0311942 | Time: 1749.7 ms
[2021-05-13 07:47:21 main:574] : INFO : Epoch 2025 | loss: 0.0311928 | val_loss: 0.0311947 | Time: 1753.81 ms
[2021-05-13 07:47:23 main:574] : INFO : Epoch 2026 | loss: 0.0311928 | val_loss: 0.0311959 | Time: 1754.4 ms
[2021-05-13 07:47:25 main:574] : INFO : Epoch 2027 | loss: 0.0311939 | val_loss: 0.0311943 | Time: 1758.86 ms
[2021-05-13 07:47:26 main:574] : INFO : Epoch 2028 | loss: 0.0311924 | val_loss: 0.0311937 | Time: 1746.37 ms
[2021-05-13 07:47:28 main:574] : INFO : Epoch 2029 | loss: 0.0311919 | val_loss: 0.0311947 | Time: 1755.06 ms
[2021-05-13 07:47:30 main:574] : INFO : Epoch 2030 | loss: 0.0311914 | val_loss: 0.0311984 | Time: 1748.11 ms
[2021-05-13 07:47:32 main:574] : INFO : Epoch 2031 | loss: 0.0311924 | val_loss: 0.0311965 | Time: 1763.77 ms
[2021-05-13 07:47:33 main:574] : INFO : Epoch 2032 | loss: 0.031191 | val_loss: 0.0311938 | Time: 1742.21 ms
[2021-05-13 07:47:35 main:574] : INFO : Epoch 2033 | loss: 0.0311904 | val_loss: 0.0311966 | Time: 1758.75 ms
[2021-05-13 07:47:37 main:574] : INFO : Epoch 2034 | loss: 0.0311931 | val_loss: 0.0311951 | Time: 1738.05 ms
[2021-05-13 07:47:39 main:574] : INFO : Epoch 2035 | loss: 0.0311917 | val_loss: 0.0312001 | Time: 1752.53 ms
[2021-05-13 07:47:40 main:574] : INFO : Epoch 2036 | loss: 0.0311913 | val_loss: 0.0311946 | Time: 1758.79 ms
[2021-05-13 07:47:42 main:574] : INFO : Epoch 2037 | loss: 0.0311914 | val_loss: 0.0311939 | Time: 1751.54 ms
[2021-05-13 07:47:44 main:574] : INFO : Epoch 2038 | loss: 0.0311915 | val_loss: 0.0311949 | Time: 1746.22 ms
[2021-05-13 07:47:46 main:574] : INFO : Epoch 2039 | loss: 0.0311897 | val_loss: 0.0311938 | Time: 1757.95 ms
[2021-05-13 07:47:47 main:574] : INFO : Epoch 2040 | loss: 0.0311892 | val_loss: 0.0311942 | Time: 1762.3 ms
[2021-05-13 07:47:49 main:574] : INFO : Epoch 2041 | loss: 0.0311902 | val_loss: 0.0311938 | Time: 1762.35 ms
[2021-05-13 07:47:51 main:574] : INFO : Epoch 2042 | loss: 0.0311891 | val_loss: 0.0311954 | Time: 1739.44 ms
[2021-05-13 07:47:53 main:574] : INFO : Epoch 2043 | loss: 0.0311896 | val_loss: 0.0311955 | Time: 1741.66 ms
[2021-05-13 07:47:54 main:574] : INFO : Epoch 2044 | loss: 0.03119 | val_loss: 0.0312021 | Time: 1758.76 ms
[2021-05-13 07:47:56 main:574] : INFO : Epoch 2045 | loss: 0.031192 | val_loss: 0.0311945 | Time: 1749.18 ms
[2021-05-13 07:47:58 main:574] : INFO : Epoch 2046 | loss: 0.0311891 | val_loss: 0.0311933 | Time: 1744.64 ms
[2021-05-13 07:48:00 main:574] : INFO : Epoch 2047 | loss: 0.0311896 | val_loss: 0.0311941 | Time: 1753.27 ms
[2021-05-13 07:48:02 main:574] : INFO : Epoch 2048 | loss: 0.0311886 | val_loss: 0.0311931 | Time: 1744.43 ms
[2021-05-13 07:48:02 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311931
[2021-05-13 07:48:02 main:603] : INFO : Saving end state to config to file
[2021-05-13 07:48:02 main:608] : INFO : Success, exiting..
07:48:02 (12064): 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)