Task 5305443
| Name | ParityMachine-1622599203-4663-2_0 |
| Workunit | 3192806 |
| Created | 6 Jun 2021, 13:52:10 UTC |
| Sent | 13 Jun 2021, 17:51:19 UTC |
| Report deadline | 20 Jun 2021, 17:51:19 UTC |
| Received | 13 Jun 2021, 21:39:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4285 |
| Run time | 55 min 21 sec |
| CPU time | 55 min 17 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,234.00 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.84 GB |
| Peak swap size | 13.39 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> -06-13 16:24:50 main:581] : INFO : Epoch 1538 | loss: 0.0310386 | val_loss: 0.0310906 | Time: 1637.98 ms [2021-06-13 16:24:52 main:581] : INFO : Epoch 1539 | loss: 0.0310418 | val_loss: 0.0310861 | Time: 1618.17 ms [2021-06-13 16:24:54 main:581] : INFO : Epoch 1540 | loss: 0.0310394 | val_loss: 0.0310869 | Time: 1626.3 ms [2021-06-13 16:24:55 main:581] : INFO : Epoch 1541 | loss: 0.0310397 | val_loss: 0.0310866 | Time: 1615.01 ms [2021-06-13 16:24:57 main:581] : INFO : Epoch 1542 | loss: 0.0310378 | val_loss: 0.0310817 | Time: 1627.17 ms [2021-06-13 16:24:58 main:581] : INFO : Epoch 1543 | loss: 0.0310379 | val_loss: 0.0310884 | Time: 1630.38 ms [2021-06-13 16:25:00 main:581] : INFO : Epoch 1544 | loss: 0.031031 | val_loss: 0.0310901 | Time: 1629.61 ms [2021-06-13 16:25:02 main:581] : INFO : Epoch 1545 | loss: 0.031033 | val_loss: 0.0310943 | Time: 1623.93 ms [2021-06-13 16:25:03 main:581] : INFO : Epoch 1546 | loss: 0.0310415 | val_loss: 0.0310935 | Time: 1620.07 ms [2021-06-13 16:25:05 main:581] : INFO : Epoch 1547 | loss: 0.0310377 | val_loss: 0.0310853 | Time: 1614.31 ms [2021-06-13 16:25:06 main:581] : INFO : Epoch 1548 | loss: 0.0310512 | val_loss: 0.0310855 | Time: 1617.17 ms [2021-06-13 16:25:08 main:581] : INFO : Epoch 1549 | loss: 0.0310431 | val_loss: 0.0310868 | Time: 1617.59 ms [2021-06-13 16:25:10 main:581] : INFO : Epoch 1550 | loss: 0.0310372 | val_loss: 0.0310896 | Time: 1618.14 ms [2021-06-13 16:25:11 main:581] : INFO : Epoch 1551 | loss: 0.0310368 | val_loss: 0.0310827 | Time: 1612.26 ms [2021-06-13 16:25:13 main:581] : INFO : Epoch 1552 | loss: 0.0310358 | val_loss: 0.0311024 | Time: 1600.66 ms [2021-06-13 16:25:15 main:581] : INFO : Epoch 1553 | loss: 0.0310351 | val_loss: 0.0310949 | Time: 1602.07 ms [2021-06-13 16:25:16 main:581] : INFO : Epoch 1554 | loss: 0.0310323 | val_loss: 0.0310882 | Time: 1602.22 ms [2021-06-13 16:25:18 main:581] : INFO : Epoch 1555 | loss: 0.0310327 | val_loss: 0.0311028 | Time: 1608.8 ms [2021-06-13 16:25:19 main:581] : INFO : Epoch 1556 | loss: 0.0310365 | val_loss: 0.0310919 | Time: 1625.43 ms [2021-06-13 16:25:21 main:581] : INFO : Epoch 1557 | loss: 0.031032 | val_loss: 0.0311026 | Time: 1610.76 ms [2021-06-13 16:25:23 main:581] : INFO : Epoch 1558 | loss: 0.0310289 | val_loss: 0.0310902 | Time: 1614.94 ms [2021-06-13 16:25:24 main:581] : INFO : Epoch 1559 | loss: 0.0310283 | val_loss: 0.0310885 | Time: 1622.32 ms [2021-06-13 16:25:26 main:581] : INFO : Epoch 1560 | loss: 0.0310304 | val_loss: 0.0310808 | Time: 1626.82 ms [2021-06-13 16:25:27 main:581] : INFO : Epoch 1561 | loss: 0.0310262 | val_loss: 0.0310813 | Time: 1610.28 ms [2021-06-13 16:25:29 main:581] : INFO : Epoch 1562 | loss: 0.0310296 | val_loss: 0.0310888 | Time: 1622.66 ms [2021-06-13 16:25:31 main:581] : INFO : Epoch 1563 | loss: 0.0310324 | val_loss: 0.0310934 | Time: 1611.75 ms [2021-06-13 16:25:32 main:581] : INFO : Epoch 1564 | loss: 0.0310385 | val_loss: 0.0310846 | Time: 1625.3 ms [2021-06-13 16:25:34 main:581] : INFO : Epoch 1565 | loss: 0.0310346 | val_loss: 0.0310838 | Time: 1628.31 ms [2021-06-13 16:25:36 main:581] : INFO : Epoch 1566 | loss: 0.0310312 | val_loss: 0.031084 | Time: 1607.61 ms [2021-06-13 16:25:37 main:581] : INFO : Epoch 1567 | loss: 0.0310343 | val_loss: 0.0310911 | Time: 1611.52 ms [2021-06-13 16:25:39 main:581] : INFO : Epoch 1568 | loss: 0.0310343 | val_loss: 0.0310853 | Time: 1615.27 ms [2021-06-13 16:25:40 main:581] : INFO : Epoch 1569 | loss: 0.0310376 | val_loss: 0.0310969 | Time: 1613.16 ms [2021-06-13 16:25:42 main:581] : INFO : Epoch 1570 | loss: 0.0310433 | val_loss: 0.0310848 | Time: 1593.98 ms [2021-06-13 16:25:44 main:581] : INFO : Epoch 1571 | loss: 0.0310387 | val_loss: 0.0310875 | Time: 1613.48 ms [2021-06-13 16:25:45 main:581] : INFO : Epoch 1572 | loss: 0.031039 | val_loss: 0.0310808 | Time: 1611.32 ms [2021-06-13 16:25:47 main:581] : INFO : Epoch 1573 | loss: 0.0310403 | val_loss: 0.0310889 | Time: 1620.66 ms [2021-06-13 16:25:48 main:581] : INFO : Epoch 1574 | loss: 0.0310379 | val_loss: 0.0310977 | Time: 1626.7 ms [2021-06-13 16:25:50 main:581] : INFO : Epoch 1575 | loss: 0.0310296 | val_loss: 0.0310874 | Time: 1627.54 ms [2021-06-13 16:25:52 main:581] : INFO : Epoch 1576 | loss: 0.0310278 | val_loss: 0.0310845 | Time: 1627.32 ms [2021-06-13 16:25:53 main:581] : INFO : Epoch 1577 | loss: 0.0310341 | val_loss: 0.0310907 | Time: 1615.16 ms [2021-06-13 16:25:55 main:581] : INFO : Epoch 1578 | loss: 0.0310276 | val_loss: 0.0310866 | Time: 1628.41 ms [2021-06-13 16:25:57 main:581] : INFO : Epoch 1579 | loss: 0.0310352 | val_loss: 0.0310956 | Time: 1627.72 ms [2021-06-13 16:25:58 main:581] : INFO : Epoch 1580 | loss: 0.0310377 | val_loss: 0.031096 | Time: 1622.6 ms [2021-06-13 16:26:00 main:581] : INFO : Epoch 1581 | loss: 0.0310398 | val_loss: 0.0310914 | Time: 1625.63 ms [2021-06-13 16:26:01 main:581] : INFO : Epoch 1582 | loss: 0.0310341 | val_loss: 0.031092 | Time: 1601.86 ms [2021-06-13 16:26:03 main:581] : INFO : Epoch 1583 | loss: 0.0310373 | val_loss: 0.0310811 | Time: 1601.24 ms [2021-06-13 16:26:05 main:581] : INFO : Epoch 1584 | loss: 0.0310327 | val_loss: 0.0310885 | Time: 1619.55 ms [2021-06-13 16:26:06 main:581] : INFO : Epoch 1585 | loss: 0.0310307 | val_loss: 0.0310901 | Time: 1622.71 ms [2021-06-13 16:26:08 main:581] : INFO : Epoch 1586 | loss: 0.0310271 | val_loss: 0.0310872 | Time: 1619.58 ms [2021-06-13 16:26:10 main:581] : INFO : Epoch 1587 | loss: 0.031035 | val_loss: 0.0310947 | Time: 1616.67 ms [2021-06-13 16:26:11 main:581] : INFO : Epoch 1588 | loss: 0.0310317 | val_loss: 0.031084 | Time: 1622.8 ms [2021-06-13 16:26:13 main:581] : INFO : Epoch 1589 | loss: 0.031026 | val_loss: 0.0310953 | Time: 1615.47 ms [2021-06-13 16:26:14 main:581] : INFO : Epoch 1590 | loss: 0.0310284 | val_loss: 0.0310874 | Time: 1617.13 ms [2021-06-13 16:26:16 main:581] : INFO : Epoch 1591 | loss: 0.0310304 | val_loss: 0.031103 | Time: 1628.5 ms [2021-06-13 16:26:18 main:581] : INFO : Epoch 1592 | loss: 0.0310534 | val_loss: 0.031094 | Time: 1618.19 ms [2021-06-13 16:26:19 main:581] : INFO : Epoch 1593 | loss: 0.0310433 | val_loss: 0.0310914 | Time: 1614.73 ms [2021-06-13 16:26:21 main:581] : INFO : Epoch 1594 | loss: 0.0310366 | val_loss: 0.0310886 | Time: 1615.21 ms [2021-06-13 16:26:22 main:581] : INFO : Epoch 1595 | loss: 0.03103 | val_loss: 0.031081 | Time: 1609.6 ms [2021-06-13 16:26:24 main:581] : INFO : Epoch 1596 | loss: 0.0310296 | val_loss: 0.0310859 | Time: 1605.63 ms [2021-06-13 16:26:26 main:581] : INFO : Epoch 1597 | loss: 0.0310282 | val_loss: 0.0310865 | Time: 1618.97 ms [2021-06-13 16:26:27 main:581] : INFO : Epoch 1598 | loss: 0.0310252 | val_loss: 0.0310883 | Time: 1622.41 ms [2021-06-13 16:26:29 main:581] : INFO : Epoch 1599 | loss: 0.0310302 | val_loss: 0.0310968 | Time: 1634.21 ms [2021-06-13 16:26:31 main:581] : INFO : Epoch 1600 | loss: 0.0310277 | val_loss: 0.0310891 | Time: 1621.85 ms [2021-06-13 16:26:32 main:581] : INFO : Epoch 1601 | loss: 0.0310271 | val_loss: 0.0310882 | Time: 1612.87 ms [2021-06-13 16:26:34 main:581] : INFO : Epoch 1602 | loss: 0.0310284 | val_loss: 0.031095 | Time: 1600.33 ms [2021-06-13 16:26:35 main:581] : INFO : Epoch 1603 | loss: 0.0310261 | val_loss: 0.0310946 | Time: 1611.62 ms [2021-06-13 16:26:37 main:581] : INFO : Epoch 1604 | loss: 0.0310317 | val_loss: 0.0311127 | Time: 1605.02 ms [2021-06-13 16:26:39 main:581] : INFO : Epoch 1605 | loss: 0.0310286 | val_loss: 0.0311034 | Time: 1602.12 ms [2021-06-13 16:26:40 main:581] : INFO : Epoch 1606 | loss: 0.0310265 | val_loss: 0.0311093 | Time: 1618.5 ms [2021-06-13 16:26:42 main:581] : INFO : Epoch 1607 | loss: 0.0310238 | val_loss: 0.0310973 | Time: 1625.06 ms [2021-06-13 16:26:43 main:581] : INFO : Epoch 1608 | loss: 0.03103 | val_loss: 0.0310881 | Time: 1629.18 ms [2021-06-13 16:26:45 main:581] : INFO : Epoch 1609 | loss: 0.0310295 | val_loss: 0.0310873 | Time: 1625.28 ms [2021-06-13 16:26:47 main:581] : INFO : Epoch 1610 | loss: 0.031026 | val_loss: 0.0310985 | Time: 1623.11 ms [2021-06-13 16:26:48 main:581] : INFO : Epoch 1611 | loss: 0.0310256 | val_loss: 0.031111 | Time: 1626.41 ms [2021-06-13 16:26:50 main:581] : INFO : Epoch 1612 | loss: 0.0310353 | val_loss: 0.0310916 | Time: 1621.24 ms [2021-06-13 16:26:52 main:581] : INFO : Epoch 1613 | loss: 0.0310279 | val_loss: 0.031097 | Time: 1629.24 ms [2021-06-13 16:26:53 main:581] : INFO : Epoch 1614 | loss: 0.0310318 | val_loss: 0.0310894 | Time: 1625.11 ms [2021-06-13 16:26:55 main:581] : INFO : Epoch 1615 | loss: 0.0310256 | val_loss: 0.0310812 | Time: 1627.65 ms [2021-06-13 16:26:56 main:581] : INFO : Epoch 1616 | loss: 0.031027 | val_loss: 0.0310879 | Time: 1622.88 ms [2021-06-13 16:26:58 main:581] : INFO : Epoch 1617 | loss: 0.0310273 | val_loss: 0.0310817 | Time: 1622.06 ms [2021-06-13 16:27:00 main:581] : INFO : Epoch 1618 | loss: 0.0310269 | val_loss: 0.0310868 | Time: 1604.12 ms [2021-06-13 16:27:01 main:581] : INFO : Epoch 1619 | loss: 0.0310231 | val_loss: 0.0310871 | Time: 1620.67 ms [2021-06-13 16:27:03 main:581] : INFO : Epoch 1620 | loss: 0.0310232 | val_loss: 0.0310826 | Time: 1623.87 ms [2021-06-13 16:27:05 main:581] : INFO : Epoch 1621 | loss: 0.0310245 | val_loss: 0.0311013 | Time: 1622.08 ms [2021-06-13 16:27:06 main:581] : INFO : Epoch 1622 | loss: 0.031031 | val_loss: 0.0310938 | Time: 1627.21 ms [2021-06-13 16:27:08 main:581] : INFO : Epoch 1623 | loss: 0.0310323 | val_loss: 0.0310932 | Time: 1606.59 ms [2021-06-13 16:27:09 main:581] : INFO : Epoch 1624 | loss: 0.0310295 | val_loss: 0.0311016 | Time: 1620.54 ms [2021-06-13 16:27:11 main:581] : INFO : Epoch 1625 | loss: 0.0310244 | val_loss: 0.031101 | Time: 1631.86 ms [2021-06-13 16:27:13 main:581] : INFO : Epoch 1626 | loss: 0.0310294 | val_loss: 0.0310804 | Time: 1618.96 ms [2021-06-13 16:27:14 main:581] : INFO : Epoch 1627 | loss: 0.0310261 | val_loss: 0.0310964 | Time: 1615.37 ms [2021-06-13 16:27:16 main:581] : INFO : Epoch 1628 | loss: 0.0310267 | val_loss: 0.031087 | Time: 1610.42 ms [2021-06-13 16:27:18 main:581] : INFO : Epoch 1629 | loss: 0.0310318 | val_loss: 0.031086 | Time: 1616.72 ms [2021-06-13 16:27:19 main:581] : INFO : Epoch 1630 | loss: 0.0310343 | val_loss: 0.0310826 | Time: 1618.17 ms [2021-06-13 16:27:21 main:581] : INFO : Epoch 1631 | loss: 0.0310316 | val_loss: 0.0310864 | Time: 1611.57 ms [2021-06-13 16:27:22 main:581] : INFO : Epoch 1632 | loss: 0.031034 | val_loss: 0.0310797 | Time: 1634.39 ms [2021-06-13 16:27:24 main:581] : INFO : Epoch 1633 | loss: 0.0310349 | val_loss: 0.0310819 | Time: 1630.2 ms [2021-06-13 16:27:26 main:581] : INFO : Epoch 1634 | loss: 0.0310381 | val_loss: 0.0310799 | Time: 1629.56 ms [2021-06-13 16:27:27 main:581] : INFO : Epoch 1635 | loss: 0.0310307 | val_loss: 0.0310781 | Time: 1633.57 ms [2021-06-13 16:27:29 main:581] : INFO : Epoch 1636 | loss: 0.0310325 | val_loss: 0.0310904 | Time: 1627.52 ms [2021-06-13 16:27:31 main:581] : INFO : Epoch 1637 | loss: 0.0310279 | val_loss: 0.0310882 | Time: 1634.52 ms [2021-06-13 16:27:32 main:581] : INFO : Epoch 1638 | loss: 0.0310239 | val_loss: 0.0310882 | Time: 1628.64 ms [2021-06-13 16:27:34 main:581] : INFO : Epoch 1639 | loss: 0.0310255 | val_loss: 0.0310872 | Time: 1633.75 ms [2021-06-13 16:27:35 main:581] : INFO : Epoch 1640 | loss: 0.0310237 | val_loss: 0.0311011 | Time: 1630.09 ms [2021-06-13 16:27:37 main:581] : INFO : Epoch 1641 | loss: 0.0310234 | val_loss: 0.0310865 | Time: 1634.2 ms [2021-06-13 16:27:39 main:581] : INFO : Epoch 1642 | loss: 0.0310226 | val_loss: 0.0311022 | Time: 1630.62 ms [2021-06-13 16:27:40 main:581] : INFO : Epoch 1643 | loss: 0.0310543 | val_loss: 0.031098 | Time: 1632.1 ms [2021-06-13 16:27:42 main:581] : INFO : Epoch 1644 | loss: 0.0310547 | val_loss: 0.0310947 | Time: 1628.7 ms [2021-06-13 16:27:44 main:581] : INFO : Epoch 1645 | loss: 0.0310413 | val_loss: 0.0310959 | Time: 1636.17 ms [2021-06-13 16:27:45 main:581] : INFO : Epoch 1646 | loss: 0.0310396 | val_loss: 0.0310939 | Time: 1632.74 ms [2021-06-13 16:27:47 main:581] : INFO : Epoch 1647 | loss: 0.0310402 | val_loss: 0.0310878 | Time: 1614.93 ms [2021-06-13 16:27:48 main:581] : INFO : Epoch 1648 | loss: 0.0310331 | val_loss: 0.0310882 | Time: 1610.79 ms [2021-06-13 16:27:50 main:581] : INFO : Epoch 1649 | loss: 0.0310271 | val_loss: 0.0310996 | Time: 1615.68 ms [2021-06-13 16:27:52 main:581] : INFO : Epoch 1650 | loss: 0.0310209 | val_loss: 0.0310847 | Time: 1621.37 ms [2021-06-13 16:27:53 main:581] : INFO : Epoch 1651 | loss: 0.0310213 | val_loss: 0.0310864 | Time: 1628.31 ms [2021-06-13 16:27:55 main:581] : INFO : Epoch 1652 | loss: 0.0310168 | val_loss: 0.0310959 | Time: 1632.07 ms [2021-06-13 16:27:57 main:581] : INFO : Epoch 1653 | loss: 0.0310264 | val_loss: 0.0310862 | Time: 1632.95 ms [2021-06-13 16:27:58 main:581] : INFO : Epoch 1654 | loss: 0.0310192 | val_loss: 0.0310879 | Time: 1624.15 ms [2021-06-13 16:28:00 main:581] : INFO : Epoch 1655 | loss: 0.0310232 | val_loss: 0.03109 | Time: 1608.68 ms [2021-06-13 16:28:01 main:581] : INFO : Epoch 1656 | loss: 0.0310157 | val_loss: 0.0310799 | Time: 1606.05 ms [2021-06-13 16:28:03 main:581] : INFO : Epoch 1657 | loss: 0.0310199 | val_loss: 0.031085 | Time: 1617.68 ms [2021-06-13 16:28:05 main:581] : INFO : Epoch 1658 | loss: 0.0310231 | val_loss: 0.0310839 | Time: 1614.15 ms [2021-06-13 16:28:06 main:581] : INFO : Epoch 1659 | loss: 0.031017 | val_loss: 0.0310907 | Time: 1621.98 ms [2021-06-13 16:28:08 main:581] : INFO : Epoch 1660 | loss: 0.0310171 | val_loss: 0.0311018 | Time: 1628.51 ms [2021-06-13 16:28:10 main:581] : INFO : Epoch 1661 | loss: 0.0310135 | val_loss: 0.031101 | Time: 1623.28 ms [2021-06-13 16:28:11 main:581] : INFO : Epoch 1662 | loss: 0.0310157 | val_loss: 0.031093 | Time: 1619.88 ms [2021-06-13 16:28:13 main:581] : INFO : Epoch 1663 | loss: 0.031031 | val_loss: 0.031137 | Time: 1611.55 ms [2021-06-13 16:28:14 main:581] : INFO : Epoch 1664 | loss: 0.0310342 | val_loss: 0.0310923 | Time: 1629.13 ms [2021-06-13 16:28:16 main:581] : INFO : Epoch 1665 | loss: 0.0310251 | val_loss: 0.0310903 | Time: 1617.68 ms [2021-06-13 16:28:18 main:581] : INFO : Epoch 1666 | loss: 0.0310241 | val_loss: 0.0311021 | Time: 1631.65 ms [2021-06-13 16:28:19 main:581] : INFO : Epoch 1667 | loss: 0.0310174 | val_loss: 0.0310923 | Time: 1628.02 ms [2021-06-13 16:28:21 main:581] : INFO : Epoch 1668 | loss: 0.0310192 | val_loss: 0.0310952 | Time: 1623.61 ms [2021-06-13 16:28:23 main:581] : INFO : Epoch 1669 | loss: 0.0310182 | val_loss: 0.0310954 | Time: 1620.91 ms [2021-06-13 16:28:24 main:581] : INFO : Epoch 1670 | loss: 0.0310215 | val_loss: 0.0310881 | Time: 1609.14 ms [2021-06-13 16:28:26 main:581] : INFO : Epoch 1671 | loss: 0.0310262 | val_loss: 0.0311009 | Time: 1609.76 ms [2021-06-13 16:28:27 main:581] : INFO : Epoch 1672 | loss: 0.0310202 | val_loss: 0.0310921 | Time: 1611.09 ms [2021-06-13 16:28:29 main:581] : INFO : Epoch 1673 | loss: 0.03103 | val_loss: 0.0310975 | Time: 1617.46 ms [2021-06-13 16:28:31 main:581] : INFO : Epoch 1674 | loss: 0.0310306 | val_loss: 0.0311143 | Time: 1613.43 ms [2021-06-13 16:28:32 main:581] : INFO : Epoch 1675 | loss: 0.0310332 | val_loss: 0.0311036 | Time: 1614.56 ms [2021-06-13 16:28:34 main:581] : INFO : Epoch 1676 | loss: 0.0310271 | val_loss: 0.0310857 | Time: 1631.44 ms [2021-06-13 16:28:35 main:581] : INFO : Epoch 1677 | loss: 0.0310234 | val_loss: 0.0310851 | Time: 1608.87 ms [2021-06-13 16:28:37 main:581] : INFO : Epoch 1678 | loss: 0.0310175 | val_loss: 0.031097 | Time: 1606.01 ms [2021-06-13 16:28:39 main:581] : INFO : Epoch 1679 | loss: 0.0310168 | val_loss: 0.031113 | Time: 1615.52 ms [2021-06-13 16:28:40 main:581] : INFO : Epoch 1680 | loss: 0.0310199 | val_loss: 0.0311057 | Time: 1623.68 ms [2021-06-13 16:28:42 main:581] : INFO : Epoch 1681 | loss: 0.0310207 | val_loss: 0.0311081 | Time: 1627.79 ms [2021-06-13 16:28:44 main:581] : INFO : Epoch 1682 | loss: 0.0310168 | val_loss: 0.0310892 | Time: 1620.62 ms [2021-06-13 16:28:45 main:581] : INFO : Epoch 1683 | loss: 0.0310117 | val_loss: 0.0311038 | Time: 1611.7 ms [2021-06-13 16:28:47 main:581] : INFO : Epoch 1684 | loss: 0.0310148 | val_loss: 0.0311018 | Time: 1622.25 ms [2021-06-13 16:28:48 main:581] : INFO : Epoch 1685 | loss: 0.0310172 | val_loss: 0.0311077 | Time: 1614.53 ms [2021-06-13 16:28:50 main:581] : INFO : Epoch 1686 | loss: 0.0310237 | val_loss: 0.0311007 | Time: 1624.01 ms [2021-06-13 16:28:52 main:581] : INFO : Epoch 1687 | loss: 0.0310239 | val_loss: 0.0310983 | Time: 1618.57 ms [2021-06-13 16:28:53 main:581] : INFO : Epoch 1688 | loss: 0.0310223 | val_loss: 0.0311064 | Time: 1613.58 ms [2021-06-13 16:28:55 main:581] : INFO : Epoch 1689 | loss: 0.0310198 | val_loss: 0.0310994 | Time: 1613.36 ms [2021-06-13 16:28:56 main:581] : INFO : Epoch 1690 | loss: 0.0310201 | val_loss: 0.0310951 | Time: 1621.75 ms [2021-06-13 16:28:58 main:581] : INFO : Epoch 1691 | loss: 0.0310171 | val_loss: 0.0311074 | Time: 1614.19 ms [2021-06-13 16:29:00 main:581] : INFO : Epoch 1692 | loss: 0.0310209 | val_loss: 0.0311011 | Time: 1606.75 ms [2021-06-13 16:29:01 main:581] : INFO : Epoch 1693 | loss: 0.0310188 | val_loss: 0.0310881 | Time: 1610.37 ms [2021-06-13 16:29:03 main:581] : INFO : Epoch 1694 | loss: 0.0310149 | val_loss: 0.031098 | Time: 1617.82 ms [2021-06-13 16:29:05 main:581] : INFO : Epoch 1695 | loss: 0.0310207 | val_loss: 0.0310979 | Time: 1625.2 ms [2021-06-13 16:29:06 main:581] : INFO : Epoch 1696 | loss: 0.03103 | val_loss: 0.0310976 | Time: 1619.24 ms [2021-06-13 16:29:08 main:581] : INFO : Epoch 1697 | loss: 0.0310207 | val_loss: 0.031083 | Time: 1607.08 ms [2021-06-13 16:29:09 main:581] : INFO : Epoch 1698 | loss: 0.0310223 | val_loss: 0.031088 | Time: 1601.35 ms [2021-06-13 16:29:11 main:581] : INFO : Epoch 1699 | loss: 0.0310271 | val_loss: 0.031094 | Time: 1608.06 ms [2021-06-13 16:29:13 main:581] : INFO : Epoch 1700 | loss: 0.0310226 | val_loss: 0.0310808 | Time: 1616.57 ms [2021-06-13 16:29:14 main:581] : INFO : Epoch 1701 | loss: 0.0310282 | val_loss: 0.0310874 | Time: 1618.76 ms [2021-06-13 16:29:16 main:581] : INFO : Epoch 1702 | loss: 0.0310233 | val_loss: 0.0310961 | Time: 1616.5 ms [2021-06-13 16:29:17 main:581] : INFO : Epoch 1703 | loss: 0.0310138 | val_loss: 0.0310927 | Time: 1621.87 ms [2021-06-13 16:29:19 main:581] : INFO : Epoch 1704 | loss: 0.0310093 | val_loss: 0.0311016 | Time: 1622.3 ms [2021-06-13 16:29:21 main:581] : INFO : Epoch 1705 | loss: 0.0310149 | val_loss: 0.0311093 | Time: 1609.44 ms [2021-06-13 16:29:22 main:581] : INFO : Epoch 1706 | loss: 0.0310136 | val_loss: 0.031089 | Time: 1590.85 ms [2021-06-13 16:29:24 main:581] : INFO : Epoch 1707 | loss: 0.0310143 | val_loss: 0.0310974 | Time: 1625.34 ms [2021-06-13 16:29:26 main:581] : INFO : Epoch 1708 | loss: 0.0310143 | val_loss: 0.0310887 | Time: 1625.01 ms [2021-06-13 16:29:27 main:581] : INFO : Epoch 1709 | loss: 0.0310143 | val_loss: 0.0310905 | Time: 1622.18 ms [2021-06-13 16:29:29 main:581] : INFO : Epoch 1710 | loss: 0.0310119 | val_loss: 0.0310919 | Time: 1629.98 ms [2021-06-13 16:29:30 main:581] : INFO : Epoch 1711 | loss: 0.031018 | val_loss: 0.0311154 | Time: 1617.37 ms [2021-06-13 16:29:32 main:581] : INFO : Epoch 1712 | loss: 0.0310205 | val_loss: 0.0310934 | Time: 1618.95 ms [2021-06-13 16:29:34 main:581] : INFO : Epoch 1713 | loss: 0.0310224 | val_loss: 0.0310991 | Time: 1619.26 ms [2021-06-13 16:29:35 main:581] : INFO : Epoch 1714 | loss: 0.0310298 | val_loss: 0.0311011 | Time: 1614.41 ms [2021-06-13 16:29:37 main:581] : INFO : Epoch 1715 | loss: 0.0310166 | val_loss: 0.0311073 | Time: 1613.22 ms [2021-06-13 16:29:38 main:581] : INFO : Epoch 1716 | loss: 0.0310131 | val_loss: 0.0311002 | Time: 1611.12 ms [2021-06-13 16:29:40 main:581] : INFO : Epoch 1717 | loss: 0.0310127 | val_loss: 0.0310972 | Time: 1612.04 ms [2021-06-13 16:29:42 main:581] : INFO : Epoch 1718 | loss: 0.0310113 | val_loss: 0.0310973 | Time: 1633.71 ms [2021-06-13 16:29:43 main:581] : INFO : Epoch 1719 | loss: 0.0310139 | val_loss: 0.0310899 | Time: 1618.18 ms [2021-06-13 16:29:45 main:581] : INFO : Epoch 1720 | loss: 0.0310143 | val_loss: 0.0310911 | Time: 1613.63 ms [2021-06-13 16:29:47 main:581] : INFO : Epoch 1721 | loss: 0.0310201 | val_loss: 0.0311043 | Time: 1612.93 ms [2021-06-13 16:29:48 main:581] : INFO : Epoch 1722 | loss: 0.0310179 | val_loss: 0.0310914 | Time: 1600.63 ms [2021-06-13 16:29:50 main:581] : INFO : Epoch 1723 | loss: 0.0310132 | val_loss: 0.0310958 | Time: 1629.03 ms [2021-06-13 16:29:51 main:581] : INFO : Epoch 1724 | loss: 0.0310154 | val_loss: 0.0310901 | Time: 1628.83 ms [2021-06-13 16:29:53 main:581] : INFO : Epoch 1725 | loss: 0.0310106 | val_loss: 0.0310898 | Time: 1612.9 ms [2021-06-13 16:29:55 main:581] : INFO : Epoch 1726 | loss: 0.0310124 | val_loss: 0.0311084 | Time: 1620.85 ms [2021-06-13 16:29:56 main:581] : INFO : Epoch 1727 | loss: 0.0310096 | val_loss: 0.0311094 | Time: 1619.54 ms [2021-06-13 16:29:58 main:581] : INFO : Epoch 1728 | loss: 0.0310203 | val_loss: 0.0311142 | Time: 1611.74 ms [2021-06-13 16:30:00 main:581] : INFO : Epoch 1729 | loss: 0.0310158 | val_loss: 0.031091 | Time: 1616.69 ms [2021-06-13 16:30:01 main:581] : INFO : Epoch 1730 | loss: 0.0310209 | val_loss: 0.0311061 | Time: 1613.95 ms [2021-06-13 16:30:03 main:581] : INFO : Epoch 1731 | loss: 0.0310224 | val_loss: 0.0311017 | Time: 1614.68 ms [2021-06-13 16:30:04 main:581] : INFO : Epoch 1732 | loss: 0.0310123 | val_loss: 0.0311039 | Time: 1608.76 ms [2021-06-13 16:30:06 main:581] : INFO : Epoch 1733 | loss: 0.0310159 | val_loss: 0.0310943 | Time: 1624.83 ms [2021-06-13 16:30:08 main:581] : INFO : Epoch 1734 | loss: 0.0310086 | val_loss: 0.0311044 | Time: 1617.1 ms [2021-06-13 16:30:09 main:581] : INFO : Epoch 1735 | loss: 0.0310173 | val_loss: 0.0310958 | Time: 1618.36 ms [2021-06-13 16:30:11 main:581] : INFO : Epoch 1736 | loss: 0.031024 | val_loss: 0.03112 | Time: 1617.16 ms [2021-06-13 16:30:12 main:581] : INFO : Epoch 1737 | loss: 0.0310251 | val_loss: 0.0310961 | Time: 1622.53 ms [2021-06-13 16:30:14 main:581] : INFO : Epoch 1738 | loss: 0.0310328 | val_loss: 0.0310874 | Time: 1619.78 ms [2021-06-13 16:30:16 main:581] : INFO : Epoch 1739 | loss: 0.0310269 | val_loss: 0.0310955 | Time: 1607.19 ms [2021-06-13 16:30:17 main:581] : INFO : Epoch 1740 | loss: 0.0310229 | val_loss: 0.0310979 | Time: 1623.62 ms [2021-06-13 16:30:19 main:581] : INFO : Epoch 1741 | loss: 0.0310172 | val_loss: 0.031095 | Time: 1610.47 ms [2021-06-13 16:30:21 main:581] : INFO : Epoch 1742 | loss: 0.031018 | val_loss: 0.0310882 | Time: 1611.63 ms [2021-06-13 16:30:22 main:581] : INFO : Epoch 1743 | loss: 0.0310208 | val_loss: 0.0310888 | Time: 1604.91 ms [2021-06-13 16:30:24 main:581] : INFO : Epoch 1744 | loss: 0.0310119 | val_loss: 0.0310891 | Time: 1608 ms [2021-06-13 16:30:25 main:581] : INFO : Epoch 1745 | loss: 0.031011 | val_loss: 0.0310823 | Time: 1605.06 ms [2021-06-13 16:30:27 main:581] : INFO : Epoch 1746 | loss: 0.0310119 | val_loss: 0.0311071 | Time: 1616.84 ms [2021-06-13 16:30:29 main:581] : INFO : Epoch 1747 | loss: 0.0310186 | val_loss: 0.0310932 | Time: 1614.17 ms [2021-06-13 16:30:30 main:581] : INFO : Epoch 1748 | loss: 0.0310112 | val_loss: 0.0310886 | Time: 1617.03 ms [2021-06-13 16:30:32 main:581] : INFO : Epoch 1749 | loss: 0.0310142 | val_loss: 0.0311166 | Time: 1616.71 ms [2021-06-13 16:30:33 main:581] : INFO : Epoch 1750 | loss: 0.0310187 | val_loss: 0.0311043 | Time: 1613.19 ms [2021-06-13 16:30:35 main:581] : INFO : Epoch 1751 | loss: 0.0310121 | val_loss: 0.0310983 | Time: 1616.51 ms [2021-06-13 16:30:37 main:581] : INFO : Epoch 1752 | loss: 0.0310067 | val_loss: 0.0310999 | Time: 1618.58 ms [2021-06-13 16:30:38 main:581] : INFO : Epoch 1753 | loss: 0.0310098 | val_loss: 0.031094 | Time: 1605.47 ms [2021-06-13 16:30:40 main:581] : INFO : Epoch 1754 | loss: 0.0310078 | val_loss: 0.0311093 | Time: 1624.97 ms [2021-06-13 16:30:42 main:581] : INFO : Epoch 1755 | loss: 0.0310071 | val_loss: 0.0311023 | Time: 1625.48 ms [2021-06-13 16:30:43 main:581] : INFO : Epoch 1756 | loss: 0.0310099 | val_loss: 0.031083 | Time: 1623.45 ms [2021-06-13 16:30:45 main:581] : INFO : Epoch 1757 | loss: 0.0310135 | val_loss: 0.0311031 | Time: 1625.28 ms [2021-06-13 16:30:46 main:581] : INFO : Epoch 1758 | loss: 0.0310153 | val_loss: 0.0310991 | Time: 1619.82 ms [2021-06-13 16:30:48 main:581] : INFO : Epoch 1759 | loss: 0.0310114 | val_loss: 0.0311039 | Time: 1629.43 ms [2021-06-13 16:30:50 main:581] : INFO : Epoch 1760 | loss: 0.0310121 | val_loss: 0.0311098 | Time: 1613.75 ms [2021-06-13 16:30:51 main:581] : INFO : Epoch 1761 | loss: 0.031027 | val_loss: 0.0310936 | Time: 1624.24 ms [2021-06-13 16:30:53 main:581] : INFO : Epoch 1762 | loss: 0.0310204 | val_loss: 0.0310976 | Time: 1621.54 ms [2021-06-13 16:30:54 main:581] : INFO : Epoch 1763 | loss: 0.0310122 | val_loss: 0.0311025 | Time: 1609.25 ms [2021-06-13 16:30:56 main:581] : INFO : Epoch 1764 | loss: 0.0310147 | val_loss: 0.0310863 | Time: 1615.09 ms [2021-06-13 16:30:58 main:581] : INFO : Epoch 1765 | loss: 0.0310097 | val_loss: 0.0310935 | Time: 1608.99 ms [2021-06-13 16:30:59 main:581] : INFO : Epoch 1766 | loss: 0.031012 | val_loss: 0.0310997 | Time: 1620.6 ms [2021-06-13 16:31:01 main:581] : INFO : Epoch 1767 | loss: 0.0310191 | val_loss: 0.0311162 | Time: 1638.27 ms [2021-06-13 16:31:03 main:581] : INFO : Epoch 1768 | loss: 0.031018 | val_loss: 0.0310853 | Time: 1616.02 ms [2021-06-13 16:31:04 main:581] : INFO : Epoch 1769 | loss: 0.0310132 | val_loss: 0.0310895 | Time: 1620.57 ms [2021-06-13 16:31:06 main:581] : INFO : Epoch 1770 | loss: 0.0310071 | val_loss: 0.0310955 | Time: 1618.76 ms [2021-06-13 16:31:07 main:581] : INFO : Epoch 1771 | loss: 0.0310106 | val_loss: 0.0311022 | Time: 1607.8 ms [2021-06-13 16:31:09 main:581] : INFO : Epoch 1772 | loss: 0.031009 | val_loss: 0.0311135 | Time: 1603.63 ms [2021-06-13 16:31:11 main:581] : INFO : Epoch 1773 | loss: 0.0310094 | val_loss: 0.0310985 | Time: 1598.64 ms [2021-06-13 16:31:12 main:581] : INFO : Epoch 1774 | loss: 0.0310139 | val_loss: 0.0311085 | Time: 1623 ms [2021-06-13 16:31:14 main:581] : INFO : Epoch 1775 | loss: 0.0310122 | val_loss: 0.0310898 | Time: 1610.6 ms [2021-06-13 16:31:15 main:581] : INFO : Epoch 1776 | loss: 0.0310102 | val_loss: 0.0311077 | Time: 1611.72 ms [2021-06-13 16:31:17 main:581] : INFO : Epoch 1777 | loss: 0.0310187 | val_loss: 0.0310944 | Time: 1629.46 ms [2021-06-13 16:31:19 main:581] : INFO : Epoch 1778 | loss: 0.0310212 | val_loss: 0.0310959 | Time: 1620.98 ms [2021-06-13 16:31:20 main:581] : INFO : Epoch 1779 | loss: 0.0310148 | val_loss: 0.031092 | Time: 1610.56 ms [2021-06-13 16:31:22 main:581] : INFO : Epoch 1780 | loss: 0.0310144 | val_loss: 0.0311151 | Time: 1615.22 ms [2021-06-13 16:31:24 main:581] : INFO : Epoch 1781 | loss: 0.0310183 | val_loss: 0.0310935 | Time: 1615.75 ms [2021-06-13 16:31:25 main:581] : INFO : Epoch 1782 | loss: 0.0310358 | val_loss: 0.0310878 | Time: 1620.18 ms [2021-06-13 16:31:27 main:581] : INFO : Epoch 1783 | loss: 0.0310284 | val_loss: 0.0311034 | Time: 1622.46 ms [2021-06-13 16:31:28 main:581] : INFO : Epoch 1784 | loss: 0.0310184 | val_loss: 0.031096 | Time: 1606.93 ms [2021-06-13 16:31:30 main:581] : INFO : Epoch 1785 | loss: 0.0310209 | val_loss: 0.0311071 | Time: 1621.36 ms [2021-06-13 16:31:32 main:581] : INFO : Epoch 1786 | loss: 0.0310287 | val_loss: 0.0310906 | Time: 1619.74 ms [2021-06-13 16:31:33 main:581] : INFO : Epoch 1787 | loss: 0.0310222 | val_loss: 0.0310871 | Time: 1618.09 ms [2021-06-13 16:31:35 main:581] : INFO : Epoch 1788 | loss: 0.0310214 | val_loss: 0.0310941 | Time: 1618.19 ms [2021-06-13 16:31:37 main:581] : INFO : Epoch 1789 | loss: 0.0310204 | val_loss: 0.0310887 | Time: 1618.18 ms [2021-06-13 16:31:38 main:581] : INFO : Epoch 1790 | loss: 0.0310208 | val_loss: 0.0311 | Time: 1618.88 ms [2021-06-13 16:31:40 main:581] : INFO : Epoch 1791 | loss: 0.0310201 | val_loss: 0.0311039 | Time: 1621.42 ms [2021-06-13 16:31:41 main:581] : INFO : Epoch 1792 | loss: 0.0310194 | val_loss: 0.0310949 | Time: 1619.9 ms [2021-06-13 16:31:43 main:581] : INFO : Epoch 1793 | loss: 0.0310175 | val_loss: 0.0311087 | Time: 1618.72 ms [2021-06-13 16:31:45 main:581] : INFO : Epoch 1794 | loss: 0.0310089 | val_loss: 0.0311003 | Time: 1598.46 ms [2021-06-13 16:31:46 main:581] : INFO : Epoch 1795 | loss: 0.0310119 | val_loss: 0.0311064 | Time: 1614.11 ms [2021-06-13 16:31:48 main:581] : INFO : Epoch 1796 | loss: 0.0310175 | val_loss: 0.0310977 | Time: 1618.11 ms [2021-06-13 16:31:49 main:581] : INFO : Epoch 1797 | loss: 0.0310192 | val_loss: 0.031107 | Time: 1606.82 ms [2021-06-13 16:31:51 main:581] : INFO : Epoch 1798 | loss: 0.0310173 | val_loss: 0.0311121 | Time: 1603.33 ms [2021-06-13 16:31:53 main:581] : INFO : Epoch 1799 | loss: 0.0310292 | val_loss: 0.0311082 | Time: 1629.32 ms [2021-06-13 16:31:54 main:581] : INFO : Epoch 1800 | loss: 0.0310208 | val_loss: 0.0310991 | Time: 1625.73 ms [2021-06-13 16:31:56 main:581] : INFO : Epoch 1801 | loss: 0.031018 | val_loss: 0.0311097 | Time: 1616.74 ms [2021-06-13 16:31:58 main:581] : INFO : Epoch 1802 | loss: 0.0310133 | val_loss: 0.0311103 | Time: 1621.96 ms [2021-06-13 16:31:59 main:581] : INFO : Epoch 1803 | loss: 0.0310147 | val_loss: 0.0310953 | Time: 1608.78 ms [2021-06-13 16:32:01 main:581] : INFO : Epoch 1804 | loss: 0.0310154 | val_loss: 0.0311191 | Time: 1627.42 ms [2021-06-13 16:32:02 main:581] : INFO : Epoch 1805 | loss: 0.0310165 | val_loss: 0.0310873 | Time: 1613.15 ms [2021-06-13 16:32:04 main:581] : INFO : Epoch 1806 | loss: 0.0310138 | val_loss: 0.031097 | Time: 1624.23 ms [2021-06-13 16:32:06 main:581] : INFO : Epoch 1807 | loss: 0.0310261 | val_loss: 0.031093 | Time: 1627.18 ms [2021-06-13 16:32:07 main:581] : INFO : Epoch 1808 | loss: 0.0310594 | val_loss: 0.0311015 | Time: 1619.89 ms [2021-06-13 16:32:09 main:581] : INFO : Epoch 1809 | loss: 0.0310763 | val_loss: 0.0310952 | Time: 1623.28 ms [2021-06-13 16:32:11 main:581] : INFO : Epoch 1810 | loss: 0.0310679 | val_loss: 0.0310969 | Time: 1629.21 ms [2021-06-13 16:32:12 main:581] : INFO : Epoch 1811 | loss: 0.0310664 | val_loss: 0.0310908 | Time: 1621.4 ms [2021-06-13 16:32:14 main:581] : INFO : Epoch 1812 | loss: 0.0310571 | val_loss: 0.0310894 | Time: 1608.06 ms [2021-06-13 16:32:15 main:581] : INFO : Epoch 1813 | loss: 0.0310471 | val_loss: 0.0310869 | Time: 1614.72 ms [2021-06-13 16:32:17 main:581] : INFO : Epoch 1814 | loss: 0.0310427 | val_loss: 0.0310838 | Time: 1629.62 ms [2021-06-13 16:32:19 main:581] : INFO : Epoch 1815 | loss: 0.0310398 | val_loss: 0.0310738 | Time: 1616.25 ms [2021-06-13 16:32:20 main:581] : INFO : Epoch 1816 | loss: 0.0310299 | val_loss: 0.0310869 | Time: 1611.09 ms [2021-06-13 16:32:22 main:581] : INFO : Epoch 1817 | loss: 0.0310285 | val_loss: 0.0310833 | Time: 1609.86 ms [2021-06-13 16:32:23 main:581] : INFO : Epoch 1818 | loss: 0.0310225 | val_loss: 0.0310888 | Time: 1619.97 ms [2021-06-13 16:32:25 main:581] : INFO : Epoch 1819 | loss: 0.0310239 | val_loss: 0.0310866 | Time: 1630.37 ms [2021-06-13 16:32:27 main:581] : INFO : Epoch 1820 | loss: 0.0310349 | val_loss: 0.0310998 | Time: 1626.43 ms [2021-06-13 16:32:28 main:581] : INFO : Epoch 1821 | loss: 0.031022 | val_loss: 0.031093 | Time: 1617.94 ms [2021-06-13 16:32:30 main:581] : INFO : Epoch 1822 | loss: 0.0310151 | val_loss: 0.0310844 | Time: 1634.6 ms [2021-06-13 16:32:32 main:581] : INFO : Epoch 1823 | loss: 0.031018 | val_loss: 0.0310818 | Time: 1618.88 ms [2021-06-13 16:32:33 main:581] : INFO : Epoch 1824 | loss: 0.0310218 | val_loss: 0.0310924 | Time: 1609.77 ms [2021-06-13 16:32:35 main:581] : INFO : Epoch 1825 | loss: 0.0310228 | val_loss: 0.0310959 | Time: 1610.23 ms [2021-06-13 16:32:36 main:581] : INFO : Epoch 1826 | loss: 0.0310248 | val_loss: 0.0310967 | Time: 1607.46 ms [2021-06-13 16:32:38 main:581] : INFO : Epoch 1827 | loss: 0.0310179 | val_loss: 0.0311021 | Time: 1609.55 ms [2021-06-13 16:32:40 main:581] : INFO : Epoch 1828 | loss: 0.0310221 | val_loss: 0.0310939 | Time: 1609.16 ms [2021-06-13 16:32:41 main:581] : INFO : Epoch 1829 | loss: 0.0310191 | val_loss: 0.0311026 | Time: 1605.7 ms [2021-06-13 16:32:43 main:581] : INFO : Epoch 1830 | loss: 0.0310232 | val_loss: 0.0310936 | Time: 1613.32 ms [2021-06-13 16:32:44 main:581] : INFO : Epoch 1831 | loss: 0.0310253 | val_loss: 0.0311021 | Time: 1623.93 ms [2021-06-13 16:32:46 main:581] : INFO : Epoch 1832 | loss: 0.031025 | val_loss: 0.0311004 | Time: 1620.13 ms [2021-06-13 16:32:48 main:581] : INFO : Epoch 1833 | loss: 0.0310277 | val_loss: 0.031084 | Time: 1607.89 ms [2021-06-13 16:32:49 main:581] : INFO : Epoch 1834 | loss: 0.0310239 | val_loss: 0.0311004 | Time: 1627.96 ms [2021-06-13 16:32:51 main:581] : INFO : Epoch 1835 | loss: 0.0310163 | val_loss: 0.031104 | Time: 1626.12 ms [2021-06-13 16:32:53 main:581] : INFO : Epoch 1836 | loss: 0.0310283 | val_loss: 0.0310945 | Time: 1622.22 ms [2021-06-13 16:32:54 main:581] : INFO : Epoch 1837 | loss: 0.0310227 | val_loss: 0.031095 | Time: 1618.53 ms [2021-06-13 16:32:56 main:581] : INFO : Epoch 1838 | loss: 0.0310213 | val_loss: 0.0310996 | Time: 1612.34 ms [2021-06-13 16:32:57 main:581] : INFO : Epoch 1839 | loss: 0.0310213 | val_loss: 0.0310915 | Time: 1607.24 ms [2021-06-13 16:32:59 main:581] : INFO : Epoch 1840 | loss: 0.0310282 | val_loss: 0.031093 | Time: 1615.02 ms [2021-06-13 16:33:01 main:581] : INFO : Epoch 1841 | loss: 0.0310309 | val_loss: 0.0310965 | Time: 1622.69 ms [2021-06-13 16:33:02 main:581] : INFO : Epoch 1842 | loss: 0.031025 | val_loss: 0.0310896 | Time: 1595.36 ms [2021-06-13 16:33:04 main:581] : INFO : Epoch 1843 | loss: 0.0310178 | val_loss: 0.0310965 | Time: 1631.64 ms [2021-06-13 16:33:05 main:581] : INFO : Epoch 1844 | loss: 0.0310274 | val_loss: 0.0311396 | Time: 1617.63 ms [2021-06-13 16:33:07 main:581] : INFO : Epoch 1845 | loss: 0.0310243 | val_loss: 0.0311149 | Time: 1608.42 ms [2021-06-13 16:33:09 main:581] : INFO : Epoch 1846 | loss: 0.031014 | val_loss: 0.0311 | Time: 1607.06 ms [2021-06-13 16:33:10 main:581] : INFO : Epoch 1847 | loss: 0.0310119 | val_loss: 0.0310959 | Time: 1622.3 ms [2021-06-13 16:33:12 main:581] : INFO : Epoch 1848 | loss: 0.0310103 | val_loss: 0.0310912 | Time: 1622.44 ms [2021-06-13 16:33:14 main:581] : INFO : Epoch 1849 | loss: 0.0310108 | val_loss: 0.0310983 | Time: 1614.98 ms [2021-06-13 16:33:15 main:581] : INFO : Epoch 1850 | loss: 0.0310067 | val_loss: 0.0310954 | Time: 1622 ms [2021-06-13 16:33:17 main:581] : INFO : Epoch 1851 | loss: 0.0310069 | val_loss: 0.0310999 | Time: 1611.05 ms [2021-06-13 16:33:18 main:581] : INFO : Epoch 1852 | loss: 0.0310093 | val_loss: 0.0310947 | Time: 1617.39 ms [2021-06-13 16:33:20 main:581] : INFO : Epoch 1853 | loss: 0.0310138 | val_loss: 0.0310907 | Time: 1617.95 ms [2021-06-13 16:33:22 main:581] : INFO : Epoch 1854 | loss: 0.0310127 | val_loss: 0.0311151 | Time: 1606.1 ms [2021-06-13 16:33:23 main:581] : INFO : Epoch 1855 | loss: 0.0310102 | val_loss: 0.0310858 | Time: 1623.33 ms [2021-06-13 16:33:25 main:581] : INFO : Epoch 1856 | loss: 0.0310028 | val_loss: 0.0310962 | Time: 1614.59 ms [2021-06-13 16:33:27 main:581] : INFO : Epoch 1857 | loss: 0.0310199 | val_loss: 0.0311103 | Time: 1623.55 ms [2021-06-13 16:33:28 main:581] : INFO : Epoch 1858 | loss: 0.0310342 | val_loss: 0.0310988 | Time: 1613.88 ms [2021-06-13 16:33:30 main:581] : INFO : Epoch 1859 | loss: 0.0310214 | val_loss: 0.0310946 | Time: 1601.65 ms [2021-06-13 16:33:31 main:581] : INFO : Epoch 1860 | loss: 0.0310178 | val_loss: 0.0310823 | Time: 1627.28 ms [2021-06-13 16:33:33 main:581] : INFO : Epoch 1861 | loss: 0.0310229 | val_loss: 0.0310961 | Time: 1584.62 ms [2021-06-13 16:33:35 main:581] : INFO : Epoch 1862 | loss: 0.0310252 | val_loss: 0.0310982 | Time: 1628.18 ms [2021-06-13 16:33:36 main:581] : INFO : Epoch 1863 | loss: 0.0310205 | val_loss: 0.0310907 | Time: 1595.54 ms [2021-06-13 16:33:38 main:581] : INFO : Epoch 1864 | loss: 0.0310145 | val_loss: 0.0310932 | Time: 1605.36 ms [2021-06-13 16:33:39 main:581] : INFO : Epoch 1865 | loss: 0.0310179 | val_loss: 0.0310926 | Time: 1614.5 ms [2021-06-13 16:33:41 main:581] : INFO : Epoch 1866 | loss: 0.031012 | val_loss: 0.0311032 | Time: 1615.54 ms [2021-06-13 16:33:43 main:581] : INFO : Epoch 1867 | loss: 0.0310196 | val_loss: 0.0310861 | Time: 1616.55 ms [2021-06-13 16:33:44 main:581] : INFO : Epoch 1868 | loss: 0.0310118 | val_loss: 0.0310966 | Time: 1615.19 ms [2021-06-13 16:33:46 main:581] : INFO : Epoch 1869 | loss: 0.0310102 | val_loss: 0.0310993 | Time: 1633.96 ms [2021-06-13 16:33:47 main:581] : INFO : Epoch 1870 | loss: 0.0310112 | val_loss: 0.0310875 | Time: 1603.93 ms [2021-06-13 16:33:49 main:581] : INFO : Epoch 1871 | loss: 0.0310125 | val_loss: 0.031108 | Time: 1617.97 ms [2021-06-13 16:33:51 main:581] : INFO : Epoch 1872 | loss: 0.031009 | val_loss: 0.0310916 | Time: 1615.31 ms [2021-06-13 16:33:52 main:581] : INFO : Epoch 1873 | loss: 0.0310124 | val_loss: 0.0310939 | Time: 1614.96 ms [2021-06-13 16:33:54 main:581] : INFO : Epoch 1874 | loss: 0.031016 | val_loss: 0.0311095 | Time: 1621.95 ms [2021-06-13 16:33:56 main:581] : INFO : Epoch 1875 | loss: 0.0310136 | val_loss: 0.0311001 | Time: 1617.56 ms [2021-06-13 16:33:57 main:581] : INFO : Epoch 1876 | loss: 0.0310062 | val_loss: 0.0311097 | Time: 1608.83 ms [2021-06-13 16:33:59 main:581] : INFO : Epoch 1877 | loss: 0.0310061 | val_loss: 0.0310923 | Time: 1592.34 ms [2021-06-13 16:34:00 main:581] : INFO : Epoch 1878 | loss: 0.0310063 | val_loss: 0.0310949 | Time: 1624.86 ms [2021-06-13 16:34:02 main:581] : INFO : Epoch 1879 | loss: 0.0310066 | val_loss: 0.0310981 | Time: 1618.89 ms [2021-06-13 16:34:04 main:581] : INFO : Epoch 1880 | loss: 0.0310099 | val_loss: 0.0311143 | Time: 1628.48 ms [2021-06-13 16:34:05 main:581] : INFO : Epoch 1881 | loss: 0.0310092 | val_loss: 0.0310855 | Time: 1621.37 ms [2021-06-13 16:34:07 main:581] : INFO : Epoch 1882 | loss: 0.0310052 | val_loss: 0.0311033 | Time: 1614.51 ms [2021-06-13 16:34:09 main:581] : INFO : Epoch 1883 | loss: 0.0310086 | val_loss: 0.031099 | Time: 1637.12 ms [2021-06-13 16:34:10 main:581] : INFO : Epoch 1884 | loss: 0.0310123 | val_loss: 0.0310982 | Time: 1639.48 ms [2021-06-13 16:34:12 main:581] : INFO : Epoch 1885 | loss: 0.031018 | val_loss: 0.0311018 | Time: 1644.95 ms [2021-06-13 16:34:13 main:581] : INFO : Epoch 1886 | loss: 0.0310082 | val_loss: 0.0310904 | Time: 1641.44 ms [2021-06-13 16:34:15 main:581] : INFO : Epoch 1887 | loss: 0.0310077 | val_loss: 0.0311072 | Time: 1640.7 ms [2021-06-13 16:34:17 main:581] : INFO : Epoch 1888 | loss: 0.0310146 | val_loss: 0.0311051 | Time: 1642.43 ms [2021-06-13 16:34:18 main:581] : INFO : Epoch 1889 | loss: 0.0310054 | val_loss: 0.0310973 | Time: 1638.81 ms [2021-06-13 16:34:20 main:581] : INFO : Epoch 1890 | loss: 0.0310104 | val_loss: 0.0311189 | Time: 1603.53 ms [2021-06-13 16:34:22 main:581] : INFO : Epoch 1891 | loss: 0.031002 | val_loss: 0.0310966 | Time: 1622.66 ms [2021-06-13 16:34:23 main:581] : INFO : Epoch 1892 | loss: 0.030998 | val_loss: 0.031092 | Time: 1629.17 ms [2021-06-13 16:34:25 main:581] : INFO : Epoch 1893 | loss: 0.0310062 | val_loss: 0.0311057 | Time: 1633.44 ms [2021-06-13 16:34:26 main:581] : INFO : Epoch 1894 | loss: 0.0310053 | val_loss: 0.0311057 | Time: 1628.4 ms [2021-06-13 16:34:28 main:581] : INFO : Epoch 1895 | loss: 0.0310074 | val_loss: 0.0310998 | Time: 1623.46 ms [2021-06-13 16:34:30 main:581] : INFO : Epoch 1896 | loss: 0.0310046 | val_loss: 0.0310917 | Time: 1621.53 ms [2021-06-13 16:34:31 main:581] : INFO : Epoch 1897 | loss: 0.0310096 | val_loss: 0.0310957 | Time: 1620.02 ms [2021-06-13 16:34:33 main:581] : INFO : Epoch 1898 | loss: 0.0310065 | val_loss: 0.0310901 | Time: 1618.77 ms [2021-06-13 16:34:35 main:581] : INFO : Epoch 1899 | loss: 0.0310052 | val_loss: 0.0310925 | Time: 1628.77 ms [2021-06-13 16:34:36 main:581] : INFO : Epoch 1900 | loss: 0.031007 | val_loss: 0.0310933 | Time: 1622.35 ms [2021-06-13 16:34:38 main:581] : INFO : Epoch 1901 | loss: 0.0310253 | val_loss: 0.0311024 | Time: 1622.38 ms [2021-06-13 16:34:39 main:581] : INFO : Epoch 1902 | loss: 0.0310211 | val_loss: 0.0311053 | Time: 1609.91 ms [2021-06-13 16:34:41 main:581] : INFO : Epoch 1903 | loss: 0.0310138 | val_loss: 0.0311155 | Time: 1616.43 ms [2021-06-13 16:34:43 main:581] : INFO : Epoch 1904 | loss: 0.0310105 | val_loss: 0.0310793 | Time: 1621.88 ms [2021-06-13 16:34:44 main:581] : INFO : Epoch 1905 | loss: 0.0310132 | val_loss: 0.0310924 | Time: 1625.19 ms [2021-06-13 16:34:46 main:581] : INFO : Epoch 1906 | loss: 0.031013 | val_loss: 0.0311044 | Time: 1640.26 ms [2021-06-13 16:34:48 main:581] : INFO : Epoch 1907 | loss: 0.0310106 | val_loss: 0.0310996 | Time: 1622.39 ms [2021-06-13 16:34:49 main:581] : INFO : Epoch 1908 | loss: 0.0310214 | val_loss: 0.0310998 | Time: 1625.01 ms [2021-06-13 16:34:51 main:581] : INFO : Epoch 1909 | loss: 0.0310167 | val_loss: 0.0311042 | Time: 1612.88 ms [2021-06-13 16:34:52 main:581] : INFO : Epoch 1910 | loss: 0.0310258 | val_loss: 0.0310981 | Time: 1625.06 ms [2021-06-13 16:34:54 main:581] : INFO : Epoch 1911 | loss: 0.0310225 | val_loss: 0.0310889 | Time: 1633.95 ms [2021-06-13 16:34:56 main:581] : INFO : Epoch 1912 | loss: 0.0310135 | val_loss: 0.0310974 | Time: 1628.95 ms [2021-06-13 16:34:57 main:581] : INFO : Epoch 1913 | loss: 0.0310079 | val_loss: 0.0310877 | Time: 1622.16 ms [2021-06-13 16:34:59 main:581] : INFO : Epoch 1914 | loss: 0.0310093 | val_loss: 0.0311043 | Time: 1613.62 ms [2021-06-13 16:35:01 main:581] : INFO : Epoch 1915 | loss: 0.0310074 | val_loss: 0.031087 | Time: 1610.93 ms [2021-06-13 16:35:02 main:581] : INFO : Epoch 1916 | loss: 0.0310082 | val_loss: 0.0311079 | Time: 1612.12 ms [2021-06-13 16:35:04 main:581] : INFO : Epoch 1917 | loss: 0.0310142 | val_loss: 0.0311046 | Time: 1601.65 ms [2021-06-13 16:35:05 main:581] : INFO : Epoch 1918 | loss: 0.0310494 | val_loss: 0.0310959 | Time: 1599.27 ms [2021-06-13 16:35:07 main:581] : INFO : Epoch 1919 | loss: 0.0310566 | val_loss: 0.0311059 | Time: 1615.13 ms [2021-06-13 16:35:09 main:581] : INFO : Epoch 1920 | loss: 0.0310421 | val_loss: 0.0310961 | Time: 1621.05 ms [2021-06-13 16:35:10 main:581] : INFO : Epoch 1921 | loss: 0.0310325 | val_loss: 0.0310877 | Time: 1611.84 ms [2021-06-13 16:35:12 main:581] : INFO : Epoch 1922 | loss: 0.0310234 | val_loss: 0.0311083 | Time: 1612.91 ms [2021-06-13 16:35:13 main:581] : INFO : Epoch 1923 | loss: 0.0310202 | val_loss: 0.0311074 | Time: 1616.3 ms [2021-06-13 16:35:15 main:581] : INFO : Epoch 1924 | loss: 0.0310224 | val_loss: 0.031099 | Time: 1600.62 ms [2021-06-13 16:35:17 main:581] : INFO : Epoch 1925 | loss: 0.0310133 | val_loss: 0.031101 | Time: 1614.61 ms [2021-06-13 16:35:18 main:581] : INFO : Epoch 1926 | loss: 0.03101 | val_loss: 0.0310974 | Time: 1615.57 ms [2021-06-13 16:35:20 main:581] : INFO : Epoch 1927 | loss: 0.0310074 | val_loss: 0.0311044 | Time: 1613.92 ms [2021-06-13 16:35:21 main:581] : INFO : Epoch 1928 | loss: 0.0310092 | val_loss: 0.0311018 | Time: 1602.63 ms [2021-06-13 16:35:23 main:581] : INFO : Epoch 1929 | loss: 0.0310084 | val_loss: 0.0310987 | Time: 1628.54 ms [2021-06-13 16:35:25 main:581] : INFO : Epoch 1930 | loss: 0.031009 | val_loss: 0.031092 | Time: 1619.9 ms [2021-06-13 16:35:26 main:581] : INFO : Epoch 1931 | loss: 0.0310056 | val_loss: 0.0310913 | Time: 1623.25 ms [2021-06-13 16:35:28 main:581] : INFO : Epoch 1932 | loss: 0.031015 | val_loss: 0.0310965 | Time: 1614.13 ms [2021-06-13 16:35:30 main:581] : INFO : Epoch 1933 | loss: 0.031014 | val_loss: 0.0310993 | Time: 1614.62 ms [2021-06-13 16:35:31 main:581] : INFO : Epoch 1934 | loss: 0.0310171 | val_loss: 0.0310973 | Time: 1612.2 ms [2021-06-13 16:35:33 main:581] : INFO : Epoch 1935 | loss: 0.0310106 | val_loss: 0.0311041 | Time: 1618.63 ms [2021-06-13 16:35:34 main:581] : INFO : Epoch 1936 | loss: 0.0310053 | val_loss: 0.0311156 | Time: 1629.89 ms [2021-06-13 16:35:36 main:581] : INFO : Epoch 1937 | loss: 0.0310069 | val_loss: 0.0311071 | Time: 1642.63 ms [2021-06-13 16:35:38 main:581] : INFO : Epoch 1938 | loss: 0.0310077 | val_loss: 0.0310892 | Time: 1637.73 ms [2021-06-13 16:35:39 main:581] : INFO : Epoch 1939 | loss: 0.0310104 | val_loss: 0.0310958 | Time: 1619.5 ms [2021-06-13 16:35:41 main:581] : INFO : Epoch 1940 | loss: 0.0310038 | val_loss: 0.0311027 | Time: 1605.54 ms [2021-06-13 16:35:43 main:581] : INFO : Epoch 1941 | loss: 0.0310063 | val_loss: 0.0310969 | Time: 1609 ms [2021-06-13 16:35:44 main:581] : INFO : Epoch 1942 | loss: 0.0310054 | val_loss: 0.0311046 | Time: 1611.62 ms [2021-06-13 16:35:46 main:581] : INFO : Epoch 1943 | loss: 0.0310061 | val_loss: 0.0311188 | Time: 1613.59 ms [2021-06-13 16:35:47 main:581] : INFO : Epoch 1944 | loss: 0.0310092 | val_loss: 0.0310914 | Time: 1607.33 ms [2021-06-13 16:35:49 main:581] : INFO : Epoch 1945 | loss: 0.0310101 | val_loss: 0.0310827 | Time: 1612.8 ms [2021-06-13 16:35:51 main:581] : INFO : Epoch 1946 | loss: 0.0310042 | val_loss: 0.0310982 | Time: 1624.31 ms [2021-06-13 16:35:52 main:581] : INFO : Epoch 1947 | loss: 0.0310126 | val_loss: 0.0310882 | Time: 1618.35 ms [2021-06-13 16:35:54 main:581] : INFO : Epoch 1948 | loss: 0.0310137 | val_loss: 0.0310941 | Time: 1615.63 ms [2021-06-13 16:35:55 main:581] : INFO : Epoch 1949 | loss: 0.031007 | val_loss: 0.031085 | Time: 1612 ms [2021-06-13 16:35:57 main:581] : INFO : Epoch 1950 | loss: 0.0310088 | val_loss: 0.0310893 | Time: 1617.26 ms [2021-06-13 16:35:59 main:581] : INFO : Epoch 1951 | loss: 0.0310043 | val_loss: 0.0310837 | Time: 1623.86 ms [2021-06-13 16:36:00 main:581] : INFO : Epoch 1952 | loss: 0.0310083 | val_loss: 0.0311167 | Time: 1634.15 ms [2021-06-13 16:36:02 main:581] : INFO : Epoch 1953 | loss: 0.0310174 | val_loss: 0.0310974 | Time: 1629.37 ms [2021-06-13 16:36:04 main:581] : INFO : Epoch 1954 | loss: 0.0310189 | val_loss: 0.031098 | Time: 1611.2 ms [2021-06-13 16:36:05 main:581] : INFO : Epoch 1955 | loss: 0.0310072 | val_loss: 0.0311001 | Time: 1608.64 ms [2021-06-13 16:36:07 main:581] : INFO : Epoch 1956 | loss: 0.0310068 | val_loss: 0.0310911 | Time: 1623.64 ms [2021-06-13 16:36:08 main:581] : INFO : Epoch 1957 | loss: 0.0310073 | val_loss: 0.0310985 | Time: 1636.09 ms [2021-06-13 16:36:10 main:581] : INFO : Epoch 1958 | loss: 0.0310093 | val_loss: 0.0310966 | Time: 1611.77 ms [2021-06-13 16:36:12 main:581] : INFO : Epoch 1959 | loss: 0.0310033 | val_loss: 0.0311 | Time: 1606.58 ms [2021-06-13 16:36:13 main:581] : INFO : Epoch 1960 | loss: 0.0310056 | val_loss: 0.0310965 | Time: 1617.04 ms [2021-06-13 16:36:15 main:581] : INFO : Epoch 1961 | loss: 0.0309996 | val_loss: 0.0310933 | Time: 1618.69 ms [2021-06-13 16:36:17 main:581] : INFO : Epoch 1962 | loss: 0.0309995 | val_loss: 0.031094 | Time: 1618.4 ms [2021-06-13 16:36:18 main:581] : INFO : Epoch 1963 | loss: 0.0310048 | val_loss: 0.0310953 | Time: 1621.5 ms [2021-06-13 16:36:20 main:581] : INFO : Epoch 1964 | loss: 0.0310049 | val_loss: 0.031105 | Time: 1618.1 ms [2021-06-13 16:36:21 main:581] : INFO : Epoch 1965 | loss: 0.031005 | val_loss: 0.0311061 | Time: 1627.83 ms [2021-06-13 16:36:23 main:581] : INFO : Epoch 1966 | loss: 0.0310032 | val_loss: 0.0311147 | Time: 1608 ms [2021-06-13 16:36:25 main:581] : INFO : Epoch 1967 | loss: 0.0310021 | val_loss: 0.0310941 | Time: 1619.84 ms [2021-06-13 16:36:26 main:581] : INFO : Epoch 1968 | loss: 0.0310023 | val_loss: 0.0311031 | Time: 1620.69 ms [2021-06-13 16:36:28 main:581] : INFO : Epoch 1969 | loss: 0.0310112 | val_loss: 0.0311059 | Time: 1603.44 ms [2021-06-13 16:36:29 main:581] : INFO : Epoch 1970 | loss: 0.0310154 | val_loss: 0.0310983 | Time: 1613.5 ms [2021-06-13 16:36:31 main:581] : INFO : Epoch 1971 | loss: 0.0310195 | val_loss: 0.0311001 | Time: 1609.71 ms [2021-06-13 16:36:33 main:581] : INFO : Epoch 1972 | loss: 0.0310129 | val_loss: 0.0311111 | Time: 1610.69 ms [2021-06-13 16:36:34 main:581] : INFO : Epoch 1973 | loss: 0.0310169 | val_loss: 0.0310917 | Time: 1618.09 ms [2021-06-13 16:36:36 main:581] : INFO : Epoch 1974 | loss: 0.0310081 | val_loss: 0.0311077 | Time: 1616.88 ms [2021-06-13 16:36:38 main:581] : INFO : Epoch 1975 | loss: 0.0310034 | val_loss: 0.0310971 | Time: 1608.16 ms [2021-06-13 16:36:39 main:581] : INFO : Epoch 1976 | loss: 0.0310049 | val_loss: 0.0311065 | Time: 1618.08 ms [2021-06-13 16:36:41 main:581] : INFO : Epoch 1977 | loss: 0.031003 | val_loss: 0.0311037 | Time: 1627.81 ms [2021-06-13 16:36:42 main:581] : INFO : Epoch 1978 | loss: 0.0309995 | val_loss: 0.0310995 | Time: 1626.56 ms [2021-06-13 16:36:44 main:581] : INFO : Epoch 1979 | loss: 0.0310014 | val_loss: 0.0310979 | Time: 1622.42 ms [2021-06-13 16:36:46 main:581] : INFO : Epoch 1980 | loss: 0.0310042 | val_loss: 0.0310978 | Time: 1613.81 ms [2021-06-13 16:36:47 main:581] : INFO : Epoch 1981 | loss: 0.0310087 | val_loss: 0.0311017 | Time: 1620.13 ms [2021-06-13 16:36:49 main:581] : INFO : Epoch 1982 | loss: 0.0310174 | val_loss: 0.0311017 | Time: 1614.74 ms [2021-06-13 16:36:50 main:581] : INFO : Epoch 1983 | loss: 0.0310163 | val_loss: 0.0311197 | Time: 1611.88 ms [2021-06-13 16:36:52 main:581] : INFO : Epoch 1984 | loss: 0.0310061 | val_loss: 0.0310837 | Time: 1616.1 ms [2021-06-13 16:36:54 main:581] : INFO : Epoch 1985 | loss: 0.0310034 | val_loss: 0.0310873 | Time: 1624.32 ms [2021-06-13 16:36:55 main:581] : INFO : Epoch 1986 | loss: 0.031003 | val_loss: 0.0310956 | Time: 1610.83 ms [2021-06-13 16:36:57 main:581] : INFO : Epoch 1987 | loss: 0.0310049 | val_loss: 0.0311078 | Time: 1625.71 ms [2021-06-13 16:36:59 main:581] : INFO : Epoch 1988 | loss: 0.0309976 | val_loss: 0.031108 | Time: 1630.35 ms [2021-06-13 16:37:00 main:581] : INFO : Epoch 1989 | loss: 0.0309973 | val_loss: 0.0310962 | Time: 1653.01 ms [2021-06-13 16:37:02 main:581] : INFO : Epoch 1990 | loss: 0.0309959 | val_loss: 0.031094 | Time: 1635.75 ms [2021-06-13 16:37:04 main:581] : INFO : Epoch 1991 | loss: 0.0310014 | val_loss: 0.0310949 | Time: 1634.7 ms [2021-06-13 16:37:05 main:581] : INFO : Epoch 1992 | loss: 0.0309968 | val_loss: 0.0310841 | Time: 1631.72 ms [2021-06-13 16:37:07 main:581] : INFO : Epoch 1993 | loss: 0.0309972 | val_loss: 0.031125 | Time: 1633.68 ms [2021-06-13 16:37:08 main:581] : INFO : Epoch 1994 | loss: 0.0309984 | val_loss: 0.0311039 | Time: 1631.34 ms [2021-06-13 16:37:10 main:581] : INFO : Epoch 1995 | loss: 0.0310022 | val_loss: 0.0311129 | Time: 1629.25 ms [2021-06-13 16:37:12 main:581] : INFO : Epoch 1996 | loss: 0.0310037 | val_loss: 0.0311001 | Time: 1618.52 ms [2021-06-13 16:37:13 main:581] : INFO : Epoch 1997 | loss: 0.0310013 | val_loss: 0.0311057 | Time: 1620.1 ms [2021-06-13 16:37:15 main:581] : INFO : Epoch 1998 | loss: 0.0309922 | val_loss: 0.0310884 | Time: 1599.02 ms [2021-06-13 16:37:17 main:581] : INFO : Epoch 1999 | loss: 0.0309995 | val_loss: 0.0311192 | Time: 1618.43 ms [2021-06-13 16:37:18 main:581] : INFO : Epoch 2000 | loss: 0.0309983 | val_loss: 0.0311011 | Time: 1618 ms [2021-06-13 16:37:20 main:581] : INFO : Epoch 2001 | loss: 0.0310043 | val_loss: 0.0311135 | Time: 1612.43 ms [2021-06-13 16:37:21 main:581] : INFO : Epoch 2002 | loss: 0.0310053 | val_loss: 0.031132 | Time: 1613.07 ms [2021-06-13 16:37:23 main:581] : INFO : Epoch 2003 | loss: 0.0310063 | val_loss: 0.0311054 | Time: 1622.96 ms [2021-06-13 16:37:25 main:581] : INFO : Epoch 2004 | loss: 0.0310032 | val_loss: 0.0310957 | Time: 1628.53 ms [2021-06-13 16:37:26 main:581] : INFO : Epoch 2005 | loss: 0.0310033 | val_loss: 0.031093 | Time: 1629.58 ms [2021-06-13 16:37:28 main:581] : INFO : Epoch 2006 | loss: 0.0310076 | val_loss: 0.0311083 | Time: 1624.37 ms [2021-06-13 16:37:29 main:581] : INFO : Epoch 2007 | loss: 0.0310018 | val_loss: 0.0310982 | Time: 1618.79 ms [2021-06-13 16:37:31 main:581] : INFO : Epoch 2008 | loss: 0.0310018 | val_loss: 0.0311136 | Time: 1619.38 ms [2021-06-13 16:37:33 main:581] : INFO : Epoch 2009 | loss: 0.0310074 | val_loss: 0.0310999 | Time: 1619.36 ms [2021-06-13 16:37:34 main:581] : INFO : Epoch 2010 | loss: 0.0309996 | val_loss: 0.0311357 | Time: 1616.19 ms [2021-06-13 16:37:36 main:581] : INFO : Epoch 2011 | loss: 0.0309975 | val_loss: 0.0311064 | Time: 1618.21 ms [2021-06-13 16:37:38 main:581] : INFO : Epoch 2012 | loss: 0.0309948 | val_loss: 0.0311003 | Time: 1616.94 ms [2021-06-13 16:37:39 main:581] : INFO : Epoch 2013 | loss: 0.0310008 | val_loss: 0.0311018 | Time: 1613.96 ms [2021-06-13 16:37:41 main:581] : INFO : Epoch 2014 | loss: 0.0309977 | val_loss: 0.0311131 | Time: 1615.09 ms [2021-06-13 16:37:42 main:581] : INFO : Epoch 2015 | loss: 0.031001 | val_loss: 0.0311057 | Time: 1623.02 ms [2021-06-13 16:37:44 main:581] : INFO : Epoch 2016 | loss: 0.031011 | val_loss: 0.0311187 | Time: 1613.95 ms [2021-06-13 16:37:46 main:581] : INFO : Epoch 2017 | loss: 0.0310004 | val_loss: 0.0311085 | Time: 1621.88 ms [2021-06-13 16:37:47 main:581] : INFO : Epoch 2018 | loss: 0.0310192 | val_loss: 0.0310915 | Time: 1596.56 ms [2021-06-13 16:37:49 main:581] : INFO : Epoch 2019 | loss: 0.0310117 | val_loss: 0.0310997 | Time: 1612.62 ms [2021-06-13 16:37:50 main:581] : INFO : Epoch 2020 | loss: 0.0310126 | val_loss: 0.0311098 | Time: 1627.8 ms [2021-06-13 16:37:52 main:581] : INFO : Epoch 2021 | loss: 0.031006 | val_loss: 0.0311144 | Time: 1624.66 ms [2021-06-13 16:37:54 main:581] : INFO : Epoch 2022 | loss: 0.0310235 | val_loss: 0.0311009 | Time: 1613.09 ms [2021-06-13 16:37:55 main:581] : INFO : Epoch 2023 | loss: 0.0310149 | val_loss: 0.0311115 | Time: 1616.41 ms [2021-06-13 16:37:57 main:581] : INFO : Epoch 2024 | loss: 0.0310062 | val_loss: 0.0311038 | Time: 1617.23 ms [2021-06-13 16:37:59 main:581] : INFO : Epoch 2025 | loss: 0.0310018 | val_loss: 0.0311106 | Time: 1628.66 ms [2021-06-13 16:38:00 main:581] : INFO : Epoch 2026 | loss: 0.0309999 | val_loss: 0.0311263 | Time: 1627.24 ms [2021-06-13 16:38:02 main:581] : INFO : Epoch 2027 | loss: 0.0310006 | val_loss: 0.0311034 | Time: 1624.7 ms [2021-06-13 16:38:03 main:581] : INFO : Epoch 2028 | loss: 0.0310072 | val_loss: 0.0311158 | Time: 1621.28 ms [2021-06-13 16:38:05 main:581] : INFO : Epoch 2029 | loss: 0.0310036 | val_loss: 0.0310967 | Time: 1617.78 ms [2021-06-13 16:38:07 main:581] : INFO : Epoch 2030 | loss: 0.0310121 | val_loss: 0.0311032 | Time: 1608.65 ms [2021-06-13 16:38:08 main:581] : INFO : Epoch 2031 | loss: 0.0310135 | val_loss: 0.0310969 | Time: 1606.76 ms [2021-06-13 16:38:10 main:581] : INFO : Epoch 2032 | loss: 0.0310099 | val_loss: 0.0311025 | Time: 1606.88 ms [2021-06-13 16:38:12 main:581] : INFO : Epoch 2033 | loss: 0.0310063 | val_loss: 0.0310925 | Time: 1619.84 ms [2021-06-13 16:38:13 main:581] : INFO : Epoch 2034 | loss: 0.0310069 | val_loss: 0.0311043 | Time: 1612.56 ms [2021-06-13 16:38:15 main:581] : INFO : Epoch 2035 | loss: 0.0310013 | val_loss: 0.0310985 | Time: 1609.96 ms [2021-06-13 16:38:16 main:581] : INFO : Epoch 2036 | loss: 0.0309984 | val_loss: 0.0310974 | Time: 1623.62 ms [2021-06-13 16:38:18 main:581] : INFO : Epoch 2037 | loss: 0.0310077 | val_loss: 0.0311002 | Time: 1615.7 ms [2021-06-13 16:38:20 main:581] : INFO : Epoch 2038 | loss: 0.0310028 | val_loss: 0.0310975 | Time: 1627.61 ms [2021-06-13 16:38:21 main:581] : INFO : Epoch 2039 | loss: 0.0309995 | val_loss: 0.0310987 | Time: 1627.19 ms [2021-06-13 16:38:23 main:581] : INFO : Epoch 2040 | loss: 0.0309971 | val_loss: 0.0311086 | Time: 1602.31 ms [2021-06-13 16:38:24 main:581] : INFO : Epoch 2041 | loss: 0.0310002 | val_loss: 0.0310995 | Time: 1608.61 ms [2021-06-13 16:38:26 main:581] : INFO : Epoch 2042 | loss: 0.0310037 | val_loss: 0.0311098 | Time: 1626.34 ms [2021-06-13 16:38:28 main:581] : INFO : Epoch 2043 | loss: 0.0310341 | val_loss: 0.0311162 | Time: 1612.07 ms [2021-06-13 16:38:29 main:581] : INFO : Epoch 2044 | loss: 0.0310282 | val_loss: 0.0310973 | Time: 1622.71 ms [2021-06-13 16:38:31 main:581] : INFO : Epoch 2045 | loss: 0.0310213 | val_loss: 0.0310988 | Time: 1608.2 ms [2021-06-13 16:38:33 main:581] : INFO : Epoch 2046 | loss: 0.031018 | val_loss: 0.0310897 | Time: 1602.62 ms [2021-06-13 16:38:34 main:581] : INFO : Epoch 2047 | loss: 0.0310192 | val_loss: 0.0311067 | Time: 1620.55 ms [2021-06-13 16:38:36 main:581] : INFO : Epoch 2048 | loss: 0.0310208 | val_loss: 0.0310876 | Time: 1611.76 ms [2021-06-13 16:38:36 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0310876 [2021-06-13 16:38:36 main:610] : INFO : Saving end state to config to file [2021-06-13 16:38:36 main:615] : INFO : Success, exiting.. 16:38:36 (288683): 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)