Task 3325293
| Name | ParityModified-1608176223-11822-0_1 |
| Workunit | 1584263 |
| Created | 18 Dec 2020, 11:44:11 UTC |
| Sent | 18 Dec 2020, 14:28:02 UTC |
| Report deadline | 26 Dec 2020, 14:28:02 UTC |
| Received | 19 Dec 2020, 3:31:25 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4379 |
| Run time | 1 hours 9 min 25 sec |
| CPU time | 1 hours 9 min 20 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 4,498.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.48 GB |
| Peak disk usage | 2.98 GB |
Stderr output
<core_client_version>7.16.14</core_client_version> <![CDATA[ <stderr_txt> 20-12-18 22:14:26 main:581] : INFO : Epoch 1553 | loss: 0.000253371 | val_loss: 0.000249663 | Time: 2036.16 ms [2020-12-18 22:14:28 main:581] : INFO : Epoch 1554 | loss: 0.000241963 | val_loss: 0.000237148 | Time: 2027.21 ms [2020-12-18 22:14:30 main:581] : INFO : Epoch 1555 | loss: 0.000240722 | val_loss: 0.000248449 | Time: 2033.91 ms [2020-12-18 22:14:32 main:581] : INFO : Epoch 1556 | loss: 0.000240808 | val_loss: 0.00022961 | Time: 2035.58 ms [2020-12-18 22:14:34 main:581] : INFO : Epoch 1557 | loss: 0.000229056 | val_loss: 0.00022507 | Time: 2025.98 ms [2020-12-18 22:14:36 main:581] : INFO : Epoch 1558 | loss: 0.000221782 | val_loss: 0.000221585 | Time: 2041.86 ms [2020-12-18 22:14:38 main:581] : INFO : Epoch 1559 | loss: 0.000214825 | val_loss: 0.000214463 | Time: 2026.44 ms [2020-12-18 22:14:40 main:581] : INFO : Epoch 1560 | loss: 0.000209537 | val_loss: 0.000206669 | Time: 2030.13 ms [2020-12-18 22:14:42 main:581] : INFO : Epoch 1561 | loss: 0.000202671 | val_loss: 0.000200289 | Time: 2037.29 ms [2020-12-18 22:14:44 main:581] : INFO : Epoch 1562 | loss: 0.000202273 | val_loss: 0.000199993 | Time: 2041.43 ms [2020-12-18 22:14:46 main:581] : INFO : Epoch 1563 | loss: 0.000200095 | val_loss: 0.000195101 | Time: 2038.92 ms [2020-12-18 22:14:48 main:581] : INFO : Epoch 1564 | loss: 0.000193364 | val_loss: 0.000197766 | Time: 2028.84 ms [2020-12-18 22:14:50 main:581] : INFO : Epoch 1565 | loss: 0.000191046 | val_loss: 0.000193862 | Time: 2038.55 ms [2020-12-18 22:14:52 main:581] : INFO : Epoch 1566 | loss: 0.000188063 | val_loss: 0.000185444 | Time: 2029.85 ms [2020-12-18 22:14:54 main:581] : INFO : Epoch 1567 | loss: 0.000186096 | val_loss: 0.000184588 | Time: 2030.82 ms [2020-12-18 22:14:56 main:581] : INFO : Epoch 1568 | loss: 0.000179861 | val_loss: 0.000180157 | Time: 2030.98 ms [2020-12-18 22:14:59 main:581] : INFO : Epoch 1569 | loss: 0.00017442 | val_loss: 0.000177486 | Time: 2035.25 ms [2020-12-18 22:15:01 main:581] : INFO : Epoch 1570 | loss: 0.00018 | val_loss: 0.000176012 | Time: 2029.36 ms [2020-12-18 22:15:03 main:581] : INFO : Epoch 1571 | loss: 0.000179641 | val_loss: 0.000171488 | Time: 2037.74 ms [2020-12-18 22:15:05 main:581] : INFO : Epoch 1572 | loss: 0.000169528 | val_loss: 0.000169774 | Time: 2030.8 ms [2020-12-18 22:15:07 main:581] : INFO : Epoch 1573 | loss: 0.000167606 | val_loss: 0.000166276 | Time: 2040.67 ms [2020-12-18 22:15:09 main:581] : INFO : Epoch 1574 | loss: 0.000163157 | val_loss: 0.000166642 | Time: 2037.74 ms [2020-12-18 22:15:11 main:581] : INFO : Epoch 1575 | loss: 0.000162896 | val_loss: 0.000161943 | Time: 2032.67 ms [2020-12-18 22:15:13 main:581] : INFO : Epoch 1576 | loss: 0.000158319 | val_loss: 0.000156655 | Time: 2038.34 ms [2020-12-18 22:15:15 main:581] : INFO : Epoch 1577 | loss: 0.000155859 | val_loss: 0.000156058 | Time: 2030.5 ms [2020-12-18 22:15:17 main:581] : INFO : Epoch 1578 | loss: 0.000162272 | val_loss: 0.000153779 | Time: 2040.27 ms [2020-12-18 22:15:19 main:581] : INFO : Epoch 1579 | loss: 0.000150052 | val_loss: 0.000157403 | Time: 2031.07 ms [2020-12-18 22:15:21 main:581] : INFO : Epoch 1580 | loss: 0.000150594 | val_loss: 0.00015174 | Time: 2037.71 ms [2020-12-18 22:15:23 main:581] : INFO : Epoch 1581 | loss: 0.000385424 | val_loss: 0.00256456 | Time: 2037.07 ms [2020-12-18 22:15:25 main:581] : INFO : Epoch 1582 | loss: 0.0239022 | val_loss: 0.0187821 | Time: 2029.11 ms [2020-12-18 22:15:27 main:581] : INFO : Epoch 1583 | loss: 0.0143154 | val_loss: 0.0112167 | Time: 2030.15 ms [2020-12-18 22:15:29 main:581] : INFO : Epoch 1584 | loss: 0.0101655 | val_loss: 0.00945051 | Time: 2031.84 ms [2020-12-18 22:15:31 main:581] : INFO : Epoch 1585 | loss: 0.00934461 | val_loss: 0.00903203 | Time: 2037.31 ms [2020-12-18 22:15:33 main:581] : INFO : Epoch 1586 | loss: 0.00912683 | val_loss: 0.00889384 | Time: 2025.45 ms [2020-12-18 22:15:35 main:581] : INFO : Epoch 1587 | loss: 0.00897564 | val_loss: 0.00860629 | Time: 2023.52 ms [2020-12-18 22:15:37 main:581] : INFO : Epoch 1588 | loss: 0.0109777 | val_loss: 0.0175393 | Time: 2032.75 ms [2020-12-18 22:15:39 main:581] : INFO : Epoch 1589 | loss: 0.011912 | val_loss: 0.0092285 | Time: 2025.7 ms [2020-12-18 22:15:41 main:581] : INFO : Epoch 1590 | loss: 0.00563105 | val_loss: 0.0034893 | Time: 2034.47 ms [2020-12-18 22:15:43 main:581] : INFO : Epoch 1591 | loss: 0.00276576 | val_loss: 0.00230702 | Time: 2029.94 ms [2020-12-18 22:15:45 main:581] : INFO : Epoch 1592 | loss: 0.00187123 | val_loss: 0.0015338 | Time: 2047.14 ms [2020-12-18 22:15:47 main:581] : INFO : Epoch 1593 | loss: 0.00148594 | val_loss: 0.00118174 | Time: 2026.96 ms [2020-12-18 22:15:49 main:581] : INFO : Epoch 1594 | loss: 0.00115588 | val_loss: 0.00106948 | Time: 2021.26 ms [2020-12-18 22:15:51 main:581] : INFO : Epoch 1595 | loss: 0.000977662 | val_loss: 0.000862231 | Time: 2027.58 ms [2020-12-18 22:15:53 main:581] : INFO : Epoch 1596 | loss: 0.000852735 | val_loss: 0.000811245 | Time: 2035.77 ms [2020-12-18 22:15:55 main:581] : INFO : Epoch 1597 | loss: 0.000844993 | val_loss: 0.000771783 | Time: 2026.12 ms [2020-12-18 22:15:57 main:581] : INFO : Epoch 1598 | loss: 0.000649296 | val_loss: 0.000550883 | Time: 2033.73 ms [2020-12-18 22:15:59 main:581] : INFO : Epoch 1599 | loss: 0.0005227 | val_loss: 0.000484599 | Time: 2039.16 ms [2020-12-18 22:16:02 main:581] : INFO : Epoch 1600 | loss: 0.000468418 | val_loss: 0.000446435 | Time: 2034.55 ms [2020-12-18 22:16:04 main:581] : INFO : Epoch 1601 | loss: 0.000473652 | val_loss: 0.000466325 | Time: 2029.68 ms [2020-12-18 22:16:06 main:581] : INFO : Epoch 1602 | loss: 0.000435021 | val_loss: 0.000425954 | Time: 2059.38 ms [2020-12-18 22:16:08 main:581] : INFO : Epoch 1603 | loss: 0.000426797 | val_loss: 0.000404232 | Time: 2030.88 ms [2020-12-18 22:16:10 main:581] : INFO : Epoch 1604 | loss: 0.000399377 | val_loss: 0.000496093 | Time: 2042.53 ms [2020-12-18 22:16:12 main:581] : INFO : Epoch 1605 | loss: 0.000565626 | val_loss: 0.000377929 | Time: 2037.69 ms [2020-12-18 22:16:14 main:581] : INFO : Epoch 1606 | loss: 0.000396576 | val_loss: 0.000366022 | Time: 2048.24 ms [2020-12-18 22:16:16 main:581] : INFO : Epoch 1607 | loss: 0.000365044 | val_loss: 0.000345654 | Time: 2046.69 ms [2020-12-18 22:16:18 main:581] : INFO : Epoch 1608 | loss: 0.000348568 | val_loss: 0.00033294 | Time: 2054.33 ms [2020-12-18 22:16:20 main:581] : INFO : Epoch 1609 | loss: 0.000336444 | val_loss: 0.000322427 | Time: 2027.43 ms [2020-12-18 22:16:22 main:581] : INFO : Epoch 1610 | loss: 0.000326558 | val_loss: 0.000315072 | Time: 2046.74 ms [2020-12-18 22:16:24 main:581] : INFO : Epoch 1611 | loss: 0.000343643 | val_loss: 0.000515146 | Time: 2025.6 ms [2020-12-18 22:16:26 main:581] : INFO : Epoch 1612 | loss: 0.000442491 | val_loss: 0.000309905 | Time: 2034.35 ms [2020-12-18 22:16:28 main:581] : INFO : Epoch 1613 | loss: 0.000325353 | val_loss: 0.000308754 | Time: 2032.4 ms [2020-12-18 22:16:30 main:581] : INFO : Epoch 1614 | loss: 0.000309044 | val_loss: 0.000293673 | Time: 2029.45 ms [2020-12-18 22:16:32 main:581] : INFO : Epoch 1615 | loss: 0.000297016 | val_loss: 0.000285211 | Time: 2029.76 ms [2020-12-18 22:16:34 main:581] : INFO : Epoch 1616 | loss: 0.000289973 | val_loss: 0.000278714 | Time: 2037.58 ms [2020-12-18 22:16:36 main:581] : INFO : Epoch 1617 | loss: 0.000284353 | val_loss: 0.000273943 | Time: 2019.49 ms [2020-12-18 22:16:38 main:581] : INFO : Epoch 1618 | loss: 0.000282847 | val_loss: 0.000273732 | Time: 2039.97 ms [2020-12-18 22:16:40 main:581] : INFO : Epoch 1619 | loss: 0.00034089 | val_loss: 0.000268049 | Time: 2029.47 ms [2020-12-18 22:16:42 main:581] : INFO : Epoch 1620 | loss: 0.000297109 | val_loss: 0.000281374 | Time: 2042.27 ms [2020-12-18 22:16:44 main:581] : INFO : Epoch 1621 | loss: 0.000273447 | val_loss: 0.000262677 | Time: 2035.98 ms [2020-12-18 22:16:46 main:581] : INFO : Epoch 1622 | loss: 0.000265218 | val_loss: 0.000258682 | Time: 2043.1 ms [2020-12-18 22:16:48 main:581] : INFO : Epoch 1623 | loss: 0.000258954 | val_loss: 0.000248576 | Time: 2040.62 ms [2020-12-18 22:16:50 main:581] : INFO : Epoch 1624 | loss: 0.00025478 | val_loss: 0.000250673 | Time: 2033 ms [2020-12-18 22:16:52 main:581] : INFO : Epoch 1625 | loss: 0.00028593 | val_loss: 0.000549369 | Time: 2032.83 ms [2020-12-18 22:16:54 main:581] : INFO : Epoch 1626 | loss: 0.000358821 | val_loss: 0.000289057 | Time: 2033.71 ms [2020-12-18 22:16:57 main:581] : INFO : Epoch 1627 | loss: 0.000261415 | val_loss: 0.000242335 | Time: 2028.21 ms [2020-12-18 22:16:59 main:581] : INFO : Epoch 1628 | loss: 0.000243866 | val_loss: 0.000233803 | Time: 2037.59 ms [2020-12-18 22:17:01 main:581] : INFO : Epoch 1629 | loss: 0.000237504 | val_loss: 0.00022861 | Time: 2020.16 ms [2020-12-18 22:17:03 main:581] : INFO : Epoch 1630 | loss: 0.000233306 | val_loss: 0.000223401 | Time: 2030.02 ms [2020-12-18 22:17:05 main:581] : INFO : Epoch 1631 | loss: 0.000229226 | val_loss: 0.000222112 | Time: 2039.75 ms [2020-12-18 22:17:07 main:581] : INFO : Epoch 1632 | loss: 0.000228512 | val_loss: 0.000218674 | Time: 2030.8 ms [2020-12-18 22:17:09 main:581] : INFO : Epoch 1633 | loss: 0.000236116 | val_loss: 0.000220528 | Time: 2029.99 ms [2020-12-18 22:17:11 main:581] : INFO : Epoch 1634 | loss: 0.000227832 | val_loss: 0.000210701 | Time: 2045.93 ms [2020-12-18 22:17:13 main:581] : INFO : Epoch 1635 | loss: 0.000233188 | val_loss: 0.000219017 | Time: 2041.66 ms [2020-12-18 22:17:15 main:581] : INFO : Epoch 1636 | loss: 0.000231089 | val_loss: 0.000208777 | Time: 2035.87 ms [2020-12-18 22:17:17 main:581] : INFO : Epoch 1637 | loss: 0.000217697 | val_loss: 0.000213296 | Time: 2039.24 ms [2020-12-18 22:17:19 main:581] : INFO : Epoch 1638 | loss: 0.000226593 | val_loss: 0.000200582 | Time: 2039.54 ms [2020-12-18 22:17:21 main:581] : INFO : Epoch 1639 | loss: 0.000210824 | val_loss: 0.000219871 | Time: 2031 ms [2020-12-18 22:17:23 main:581] : INFO : Epoch 1640 | loss: 0.000243115 | val_loss: 0.000215366 | Time: 2042.39 ms [2020-12-18 22:17:25 main:581] : INFO : Epoch 1641 | loss: 0.000207504 | val_loss: 0.000195811 | Time: 2040.26 ms [2020-12-18 22:17:27 main:581] : INFO : Epoch 1642 | loss: 0.000200209 | val_loss: 0.000192991 | Time: 2036.91 ms [2020-12-18 22:17:29 main:581] : INFO : Epoch 1643 | loss: 0.000279412 | val_loss: 0.000285209 | Time: 2040.28 ms [2020-12-18 22:17:31 main:581] : INFO : Epoch 1644 | loss: 0.000223911 | val_loss: 0.000195266 | Time: 2032.6 ms [2020-12-18 22:17:33 main:581] : INFO : Epoch 1645 | loss: 0.000201717 | val_loss: 0.000187018 | Time: 2031.06 ms [2020-12-18 22:17:35 main:581] : INFO : Epoch 1646 | loss: 0.000194708 | val_loss: 0.000187836 | Time: 2041.51 ms [2020-12-18 22:17:37 main:581] : INFO : Epoch 1647 | loss: 0.000190431 | val_loss: 0.000180671 | Time: 2038.45 ms [2020-12-18 22:17:39 main:581] : INFO : Epoch 1648 | loss: 0.000188214 | val_loss: 0.000177853 | Time: 2033.34 ms [2020-12-18 22:17:41 main:581] : INFO : Epoch 1649 | loss: 0.000192305 | val_loss: 0.000219519 | Time: 2040.11 ms [2020-12-18 22:17:43 main:581] : INFO : Epoch 1650 | loss: 0.000253675 | val_loss: 0.000210093 | Time: 2032.15 ms [2020-12-18 22:17:45 main:581] : INFO : Epoch 1651 | loss: 0.000190522 | val_loss: 0.000178693 | Time: 2041.97 ms [2020-12-18 22:17:47 main:581] : INFO : Epoch 1652 | loss: 0.000182088 | val_loss: 0.00017106 | Time: 2030.7 ms [2020-12-18 22:17:49 main:581] : INFO : Epoch 1653 | loss: 0.000177784 | val_loss: 0.00016789 | Time: 2041.31 ms [2020-12-18 22:17:52 main:581] : INFO : Epoch 1654 | loss: 0.000178875 | val_loss: 0.000170554 | Time: 2036.27 ms [2020-12-18 22:17:54 main:581] : INFO : Epoch 1655 | loss: 0.000231765 | val_loss: 0.000180172 | Time: 2030.43 ms [2020-12-18 22:17:56 main:581] : INFO : Epoch 1656 | loss: 0.00018956 | val_loss: 0.000175245 | Time: 2039.79 ms [2020-12-18 22:17:58 main:581] : INFO : Epoch 1657 | loss: 0.000173185 | val_loss: 0.000161541 | Time: 2032.52 ms [2020-12-18 22:18:00 main:581] : INFO : Epoch 1658 | loss: 0.000169723 | val_loss: 0.000160937 | Time: 2042.97 ms [2020-12-18 22:18:02 main:581] : INFO : Epoch 1659 | loss: 0.000167004 | val_loss: 0.000156934 | Time: 2041.22 ms [2020-12-18 22:18:04 main:581] : INFO : Epoch 1660 | loss: 0.000208143 | val_loss: 0.000247087 | Time: 2042.84 ms [2020-12-18 22:18:06 main:581] : INFO : Epoch 1661 | loss: 0.00018516 | val_loss: 0.000162742 | Time: 2041.25 ms [2020-12-18 22:18:08 main:581] : INFO : Epoch 1662 | loss: 0.000165142 | val_loss: 0.000152949 | Time: 2037.65 ms [2020-12-18 22:18:10 main:581] : INFO : Epoch 1663 | loss: 0.000161225 | val_loss: 0.000149776 | Time: 2040.23 ms [2020-12-18 22:18:12 main:581] : INFO : Epoch 1664 | loss: 0.000159337 | val_loss: 0.000169288 | Time: 2033.19 ms [2020-12-18 22:18:14 main:581] : INFO : Epoch 1665 | loss: 0.000239382 | val_loss: 0.000192755 | Time: 2050.03 ms [2020-12-18 22:18:16 main:581] : INFO : Epoch 1666 | loss: 0.000171103 | val_loss: 0.000150689 | Time: 2033.27 ms [2020-12-18 22:18:18 main:581] : INFO : Epoch 1667 | loss: 0.000156919 | val_loss: 0.000144988 | Time: 2049.55 ms [2020-12-18 22:18:20 main:581] : INFO : Epoch 1668 | loss: 0.000152044 | val_loss: 0.000141678 | Time: 2031.63 ms [2020-12-18 22:18:22 main:581] : INFO : Epoch 1669 | loss: 0.000150003 | val_loss: 0.000140127 | Time: 2032.3 ms [2020-12-18 22:18:24 main:581] : INFO : Epoch 1670 | loss: 0.000150241 | val_loss: 0.000145012 | Time: 2034.54 ms [2020-12-18 22:18:26 main:581] : INFO : Epoch 1671 | loss: 0.000209713 | val_loss: 0.000158112 | Time: 2031.95 ms [2020-12-18 22:18:28 main:581] : INFO : Epoch 1672 | loss: 0.000166843 | val_loss: 0.0001492 | Time: 2041.32 ms [2020-12-18 22:18:30 main:581] : INFO : Epoch 1673 | loss: 0.000156715 | val_loss: 0.00013891 | Time: 2035.02 ms [2020-12-18 22:18:32 main:581] : INFO : Epoch 1674 | loss: 0.000147795 | val_loss: 0.000137083 | Time: 2045.56 ms [2020-12-18 22:18:34 main:581] : INFO : Epoch 1675 | loss: 0.000143345 | val_loss: 0.000136984 | Time: 2031.39 ms [2020-12-18 22:18:36 main:581] : INFO : Epoch 1676 | loss: 0.000143191 | val_loss: 0.000132723 | Time: 2041.62 ms [2020-12-18 22:18:38 main:581] : INFO : Epoch 1677 | loss: 0.000248282 | val_loss: 0.00025076 | Time: 2029.83 ms [2020-12-18 22:18:40 main:581] : INFO : Epoch 1678 | loss: 0.000201341 | val_loss: 0.000211888 | Time: 2039.73 ms [2020-12-18 22:18:42 main:581] : INFO : Epoch 1679 | loss: 0.000169836 | val_loss: 0.000137638 | Time: 2041.93 ms [2020-12-18 22:18:45 main:581] : INFO : Epoch 1680 | loss: 0.000143814 | val_loss: 0.000130112 | Time: 2049.5 ms [2020-12-18 22:18:47 main:581] : INFO : Epoch 1681 | loss: 0.000137816 | val_loss: 0.000127324 | Time: 2041.24 ms [2020-12-18 22:18:49 main:581] : INFO : Epoch 1682 | loss: 0.000137121 | val_loss: 0.000125746 | Time: 2043.35 ms [2020-12-18 22:18:51 main:581] : INFO : Epoch 1683 | loss: 0.000134873 | val_loss: 0.000126776 | Time: 2038.51 ms [2020-12-18 22:18:53 main:581] : INFO : Epoch 1684 | loss: 0.000147828 | val_loss: 0.000212846 | Time: 2031.91 ms [2020-12-18 22:18:55 main:581] : INFO : Epoch 1685 | loss: 0.000187013 | val_loss: 0.000134241 | Time: 2037.68 ms [2020-12-18 22:18:57 main:581] : INFO : Epoch 1686 | loss: 0.000143773 | val_loss: 0.000129589 | Time: 2041.26 ms [2020-12-18 22:18:59 main:581] : INFO : Epoch 1687 | loss: 0.000136734 | val_loss: 0.000125297 | Time: 2033.42 ms [2020-12-18 22:19:01 main:581] : INFO : Epoch 1688 | loss: 0.000133136 | val_loss: 0.000123587 | Time: 2029.94 ms [2020-12-18 22:19:03 main:581] : INFO : Epoch 1689 | loss: 0.000131397 | val_loss: 0.000122132 | Time: 2040.7 ms [2020-12-18 22:19:05 main:581] : INFO : Epoch 1690 | loss: 0.000135699 | val_loss: 0.000138022 | Time: 2037.08 ms [2020-12-18 22:19:07 main:581] : INFO : Epoch 1691 | loss: 0.000165369 | val_loss: 0.000121635 | Time: 2038.39 ms [2020-12-18 22:19:09 main:581] : INFO : Epoch 1692 | loss: 0.000134915 | val_loss: 0.000119523 | Time: 2032.03 ms [2020-12-18 22:19:11 main:581] : INFO : Epoch 1693 | loss: 0.00013044 | val_loss: 0.000118882 | Time: 2040.34 ms [2020-12-18 22:19:13 main:581] : INFO : Epoch 1694 | loss: 0.000129763 | val_loss: 0.000118695 | Time: 2040.14 ms [2020-12-18 22:19:15 main:581] : INFO : Epoch 1695 | loss: 0.00017397 | val_loss: 0.000139316 | Time: 2043.24 ms [2020-12-18 22:19:17 main:581] : INFO : Epoch 1696 | loss: 0.000142529 | val_loss: 0.000126143 | Time: 2044.41 ms [2020-12-18 22:19:19 main:581] : INFO : Epoch 1697 | loss: 0.000130176 | val_loss: 0.000117769 | Time: 2035.48 ms [2020-12-18 22:19:21 main:581] : INFO : Epoch 1698 | loss: 0.000126554 | val_loss: 0.000115424 | Time: 2037.66 ms [2020-12-18 22:19:23 main:581] : INFO : Epoch 1699 | loss: 0.000126349 | val_loss: 0.000114948 | Time: 2034.33 ms [2020-12-18 22:19:25 main:581] : INFO : Epoch 1700 | loss: 0.000124908 | val_loss: 0.000115164 | Time: 2039.01 ms [2020-12-18 22:19:27 main:581] : INFO : Epoch 1701 | loss: 0.000200224 | val_loss: 0.000319417 | Time: 2055.58 ms [2020-12-18 22:19:29 main:581] : INFO : Epoch 1702 | loss: 0.000177171 | val_loss: 0.000145431 | Time: 2034.56 ms [2020-12-18 22:19:31 main:581] : INFO : Epoch 1703 | loss: 0.000139464 | val_loss: 0.000117938 | Time: 2029.32 ms [2020-12-18 22:19:33 main:581] : INFO : Epoch 1704 | loss: 0.000126987 | val_loss: 0.000116426 | Time: 2046.42 ms [2020-12-18 22:19:35 main:581] : INFO : Epoch 1705 | loss: 0.000124418 | val_loss: 0.000114148 | Time: 2046.95 ms [2020-12-18 22:19:38 main:581] : INFO : Epoch 1706 | loss: 0.000122193 | val_loss: 0.000113144 | Time: 2035.11 ms [2020-12-18 22:19:40 main:581] : INFO : Epoch 1707 | loss: 0.000121411 | val_loss: 0.00011218 | Time: 2045.49 ms [2020-12-18 22:19:42 main:581] : INFO : Epoch 1708 | loss: 0.000121413 | val_loss: 0.000115251 | Time: 2049.91 ms [2020-12-18 22:19:44 main:581] : INFO : Epoch 1709 | loss: 0.000122729 | val_loss: 0.000112657 | Time: 2049.04 ms [2020-12-18 22:19:46 main:581] : INFO : Epoch 1710 | loss: 0.000141393 | val_loss: 0.000121912 | Time: 2050.77 ms [2020-12-18 22:19:48 main:581] : INFO : Epoch 1711 | loss: 0.000125423 | val_loss: 0.00011443 | Time: 2037.22 ms [2020-12-18 22:19:50 main:581] : INFO : Epoch 1712 | loss: 0.000121139 | val_loss: 0.000115828 | Time: 2033.94 ms [2020-12-18 22:19:52 main:581] : INFO : Epoch 1713 | loss: 0.000120684 | val_loss: 0.000109633 | Time: 2030.31 ms [2020-12-18 22:19:54 main:581] : INFO : Epoch 1714 | loss: 0.00011865 | val_loss: 0.000112207 | Time: 2037.75 ms [2020-12-18 22:19:56 main:581] : INFO : Epoch 1715 | loss: 0.000203777 | val_loss: 0.000158286 | Time: 2044.58 ms [2020-12-18 22:19:58 main:581] : INFO : Epoch 1716 | loss: 0.000144916 | val_loss: 0.000136812 | Time: 2045.7 ms [2020-12-18 22:20:00 main:581] : INFO : Epoch 1717 | loss: 0.000130262 | val_loss: 0.000113479 | Time: 2046.18 ms [2020-12-18 22:20:02 main:581] : INFO : Epoch 1718 | loss: 0.000120034 | val_loss: 0.00010905 | Time: 2038.02 ms [2020-12-18 22:20:04 main:581] : INFO : Epoch 1719 | loss: 0.000117831 | val_loss: 0.000108462 | Time: 2032.88 ms [2020-12-18 22:20:06 main:581] : INFO : Epoch 1720 | loss: 0.00011735 | val_loss: 0.00010831 | Time: 2039.91 ms [2020-12-18 22:20:08 main:581] : INFO : Epoch 1721 | loss: 0.000116978 | val_loss: 0.00010694 | Time: 2045.07 ms [2020-12-18 22:20:10 main:581] : INFO : Epoch 1722 | loss: 0.000118994 | val_loss: 0.000136697 | Time: 2035.08 ms [2020-12-18 22:20:12 main:581] : INFO : Epoch 1723 | loss: 0.000134023 | val_loss: 0.000107018 | Time: 2036.64 ms [2020-12-18 22:20:14 main:581] : INFO : Epoch 1724 | loss: 0.000116765 | val_loss: 0.000106117 | Time: 2035.14 ms [2020-12-18 22:20:16 main:581] : INFO : Epoch 1725 | loss: 0.000115971 | val_loss: 0.000108402 | Time: 2042.18 ms [2020-12-18 22:20:18 main:581] : INFO : Epoch 1726 | loss: 0.000133931 | val_loss: 0.000110136 | Time: 2056.85 ms [2020-12-18 22:20:20 main:581] : INFO : Epoch 1727 | loss: 0.000120849 | val_loss: 0.000108055 | Time: 2032.46 ms [2020-12-18 22:20:22 main:581] : INFO : Epoch 1728 | loss: 0.000115666 | val_loss: 0.000105718 | Time: 2034 ms [2020-12-18 22:20:24 main:581] : INFO : Epoch 1729 | loss: 0.000120141 | val_loss: 0.000154461 | Time: 2040.98 ms [2020-12-18 22:20:27 main:581] : INFO : Epoch 1730 | loss: 0.000145475 | val_loss: 0.000119226 | Time: 2027.63 ms [2020-12-18 22:20:29 main:581] : INFO : Epoch 1731 | loss: 0.000125695 | val_loss: 0.00011177 | Time: 2036.5 ms [2020-12-18 22:20:31 main:581] : INFO : Epoch 1732 | loss: 0.000118755 | val_loss: 0.000104895 | Time: 2042.75 ms [2020-12-18 22:20:33 main:581] : INFO : Epoch 1733 | loss: 0.000113427 | val_loss: 0.000103539 | Time: 2040.68 ms [2020-12-18 22:20:35 main:581] : INFO : Epoch 1734 | loss: 0.000170898 | val_loss: 0.000109961 | Time: 2033.7 ms [2020-12-18 22:20:37 main:581] : INFO : Epoch 1735 | loss: 0.000138943 | val_loss: 0.000125594 | Time: 2051.79 ms [2020-12-18 22:20:39 main:581] : INFO : Epoch 1736 | loss: 0.000127213 | val_loss: 0.000107226 | Time: 2041.89 ms [2020-12-18 22:20:41 main:581] : INFO : Epoch 1737 | loss: 0.000114653 | val_loss: 0.00010492 | Time: 2032.14 ms [2020-12-18 22:20:43 main:581] : INFO : Epoch 1738 | loss: 0.000112369 | val_loss: 0.000105859 | Time: 2042.44 ms [2020-12-18 22:20:45 main:581] : INFO : Epoch 1739 | loss: 0.00011357 | val_loss: 0.000104638 | Time: 2043.01 ms [2020-12-18 22:20:47 main:581] : INFO : Epoch 1740 | loss: 0.000112198 | val_loss: 0.000103644 | Time: 2046.69 ms [2020-12-18 22:20:49 main:581] : INFO : Epoch 1741 | loss: 0.000112102 | val_loss: 0.000102172 | Time: 2044.97 ms [2020-12-18 22:20:51 main:581] : INFO : Epoch 1742 | loss: 0.000111593 | val_loss: 0.000107822 | Time: 2032.42 ms [2020-12-18 22:20:53 main:581] : INFO : Epoch 1743 | loss: 0.00151882 | val_loss: 0.00398392 | Time: 2051.46 ms [2020-12-18 22:20:55 main:581] : INFO : Epoch 1744 | loss: 0.0184118 | val_loss: 0.0250597 | Time: 2041.48 ms [2020-12-18 22:20:57 main:581] : INFO : Epoch 1745 | loss: 0.014629 | val_loss: 0.00786785 | Time: 2034.48 ms [2020-12-18 22:20:59 main:581] : INFO : Epoch 1746 | loss: 0.00388489 | val_loss: 0.00134308 | Time: 2040.78 ms [2020-12-18 22:21:01 main:581] : INFO : Epoch 1747 | loss: 0.00108412 | val_loss: 0.000705106 | Time: 2039.55 ms [2020-12-18 22:21:03 main:581] : INFO : Epoch 1748 | loss: 0.000551896 | val_loss: 0.00043011 | Time: 2042.71 ms [2020-12-18 22:21:05 main:581] : INFO : Epoch 1749 | loss: 0.00040676 | val_loss: 0.000350724 | Time: 2041.37 ms [2020-12-18 22:21:07 main:581] : INFO : Epoch 1750 | loss: 0.000347575 | val_loss: 0.000310021 | Time: 2038.38 ms [2020-12-18 22:21:09 main:581] : INFO : Epoch 1751 | loss: 0.000314203 | val_loss: 0.000285332 | Time: 2033.68 ms [2020-12-18 22:21:11 main:581] : INFO : Epoch 1752 | loss: 0.000291916 | val_loss: 0.000267569 | Time: 2042.13 ms [2020-12-18 22:21:13 main:581] : INFO : Epoch 1753 | loss: 0.000273254 | val_loss: 0.00025209 | Time: 2040.46 ms [2020-12-18 22:21:15 main:581] : INFO : Epoch 1754 | loss: 0.000256858 | val_loss: 0.000237231 | Time: 2042.23 ms [2020-12-18 22:21:18 main:581] : INFO : Epoch 1755 | loss: 0.000243064 | val_loss: 0.000225041 | Time: 2044.52 ms [2020-12-18 22:21:20 main:581] : INFO : Epoch 1756 | loss: 0.000230544 | val_loss: 0.000214088 | Time: 2042.29 ms [2020-12-18 22:21:22 main:581] : INFO : Epoch 1757 | loss: 0.00022072 | val_loss: 0.000206069 | Time: 2043.67 ms [2020-12-18 22:21:24 main:581] : INFO : Epoch 1758 | loss: 0.000212565 | val_loss: 0.000198725 | Time: 2054.84 ms [2020-12-18 22:21:26 main:581] : INFO : Epoch 1759 | loss: 0.000205318 | val_loss: 0.000192501 | Time: 2046 ms [2020-12-18 22:21:28 main:581] : INFO : Epoch 1760 | loss: 0.000199246 | val_loss: 0.000187082 | Time: 2055.61 ms [2020-12-18 22:21:30 main:581] : INFO : Epoch 1761 | loss: 0.000194184 | val_loss: 0.000182704 | Time: 2043.44 ms [2020-12-18 22:21:32 main:581] : INFO : Epoch 1762 | loss: 0.000189448 | val_loss: 0.000177877 | Time: 2034.72 ms [2020-12-18 22:21:34 main:581] : INFO : Epoch 1763 | loss: 0.000185799 | val_loss: 0.000174931 | Time: 2043.12 ms [2020-12-18 22:21:36 main:581] : INFO : Epoch 1764 | loss: 0.000182283 | val_loss: 0.000170964 | Time: 2042.49 ms [2020-12-18 22:21:38 main:581] : INFO : Epoch 1765 | loss: 0.000178999 | val_loss: 0.000167848 | Time: 2049.83 ms [2020-12-18 22:21:40 main:581] : INFO : Epoch 1766 | loss: 0.0001761 | val_loss: 0.000165545 | Time: 2032.01 ms [2020-12-18 22:21:42 main:581] : INFO : Epoch 1767 | loss: 0.000173514 | val_loss: 0.000163064 | Time: 2043.14 ms [2020-12-18 22:21:44 main:581] : INFO : Epoch 1768 | loss: 0.000170828 | val_loss: 0.00016129 | Time: 2039.9 ms [2020-12-18 22:21:46 main:581] : INFO : Epoch 1769 | loss: 0.00016812 | val_loss: 0.00015726 | Time: 2033.84 ms [2020-12-18 22:21:48 main:581] : INFO : Epoch 1770 | loss: 0.000164885 | val_loss: 0.000154313 | Time: 2038.54 ms [2020-12-18 22:21:50 main:581] : INFO : Epoch 1771 | loss: 0.000161157 | val_loss: 0.000150305 | Time: 2042.5 ms [2020-12-18 22:21:52 main:581] : INFO : Epoch 1772 | loss: 0.000157227 | val_loss: 0.000147295 | Time: 2027.59 ms [2020-12-18 22:21:54 main:581] : INFO : Epoch 1773 | loss: 0.000154639 | val_loss: 0.000145133 | Time: 2037 ms [2020-12-18 22:21:56 main:581] : INFO : Epoch 1774 | loss: 0.000152478 | val_loss: 0.000143613 | Time: 2036.75 ms [2020-12-18 22:21:58 main:581] : INFO : Epoch 1775 | loss: 0.000150904 | val_loss: 0.000141873 | Time: 2049.07 ms [2020-12-18 22:22:00 main:581] : INFO : Epoch 1776 | loss: 0.000148877 | val_loss: 0.000140007 | Time: 2041.38 ms [2020-12-18 22:22:02 main:581] : INFO : Epoch 1777 | loss: 0.000147287 | val_loss: 0.000138764 | Time: 2051.45 ms [2020-12-18 22:22:05 main:581] : INFO : Epoch 1778 | loss: 0.000146061 | val_loss: 0.000137362 | Time: 2041.4 ms [2020-12-18 22:22:07 main:581] : INFO : Epoch 1779 | loss: 0.000144509 | val_loss: 0.000135679 | Time: 2030.25 ms [2020-12-18 22:22:09 main:581] : INFO : Epoch 1780 | loss: 0.000143364 | val_loss: 0.000134815 | Time: 2048.26 ms [2020-12-18 22:22:11 main:581] : INFO : Epoch 1781 | loss: 0.000142167 | val_loss: 0.000133685 | Time: 2059.86 ms [2020-12-18 22:22:13 main:581] : INFO : Epoch 1782 | loss: 0.000140988 | val_loss: 0.000132332 | Time: 2031.81 ms [2020-12-18 22:22:15 main:581] : INFO : Epoch 1783 | loss: 0.000139726 | val_loss: 0.000131561 | Time: 2045.83 ms [2020-12-18 22:22:17 main:581] : INFO : Epoch 1784 | loss: 0.000138729 | val_loss: 0.000130174 | Time: 2040.18 ms [2020-12-18 22:22:19 main:581] : INFO : Epoch 1785 | loss: 0.000137461 | val_loss: 0.000129583 | Time: 2040.03 ms [2020-12-18 22:22:21 main:581] : INFO : Epoch 1786 | loss: 0.000136968 | val_loss: 0.000128896 | Time: 2041.81 ms [2020-12-18 22:22:23 main:581] : INFO : Epoch 1787 | loss: 0.000135409 | val_loss: 0.000127778 | Time: 2039.28 ms [2020-12-18 22:22:25 main:581] : INFO : Epoch 1788 | loss: 0.000134101 | val_loss: 0.000126114 | Time: 2038.62 ms [2020-12-18 22:22:27 main:581] : INFO : Epoch 1789 | loss: 0.000133085 | val_loss: 0.000125901 | Time: 2048.13 ms [2020-12-18 22:22:29 main:581] : INFO : Epoch 1790 | loss: 0.000132825 | val_loss: 0.000124461 | Time: 2040.01 ms [2020-12-18 22:22:31 main:581] : INFO : Epoch 1791 | loss: 0.000131849 | val_loss: 0.00012451 | Time: 2042.08 ms [2020-12-18 22:22:33 main:581] : INFO : Epoch 1792 | loss: 0.000131702 | val_loss: 0.000124475 | Time: 2043.44 ms [2020-12-18 22:22:35 main:581] : INFO : Epoch 1793 | loss: 0.000130018 | val_loss: 0.000123469 | Time: 2039.57 ms [2020-12-18 22:22:37 main:581] : INFO : Epoch 1794 | loss: 0.000129727 | val_loss: 0.000122034 | Time: 2040.59 ms [2020-12-18 22:22:39 main:581] : INFO : Epoch 1795 | loss: 0.000128507 | val_loss: 0.00012244 | Time: 2040.16 ms [2020-12-18 22:22:41 main:581] : INFO : Epoch 1796 | loss: 0.000127891 | val_loss: 0.000120661 | Time: 2030.09 ms [2020-12-18 22:22:43 main:581] : INFO : Epoch 1797 | loss: 0.000127018 | val_loss: 0.000120148 | Time: 2034.87 ms [2020-12-18 22:22:45 main:581] : INFO : Epoch 1798 | loss: 0.000126625 | val_loss: 0.000119599 | Time: 2040.09 ms [2020-12-18 22:22:47 main:581] : INFO : Epoch 1799 | loss: 0.000125729 | val_loss: 0.000118996 | Time: 2038.71 ms [2020-12-18 22:22:49 main:581] : INFO : Epoch 1800 | loss: 0.000124903 | val_loss: 0.000118049 | Time: 2036.86 ms [2020-12-18 22:22:51 main:581] : INFO : Epoch 1801 | loss: 0.000124304 | val_loss: 0.000117655 | Time: 2037.5 ms [2020-12-18 22:22:53 main:581] : INFO : Epoch 1802 | loss: 0.000123677 | val_loss: 0.000116736 | Time: 2039.87 ms [2020-12-18 22:22:56 main:581] : INFO : Epoch 1803 | loss: 0.000122863 | val_loss: 0.000116268 | Time: 2041.13 ms [2020-12-18 22:22:58 main:581] : INFO : Epoch 1804 | loss: 0.000122691 | val_loss: 0.000115776 | Time: 2046.81 ms [2020-12-18 22:23:00 main:581] : INFO : Epoch 1805 | loss: 0.000122513 | val_loss: 0.000115215 | Time: 2048.73 ms [2020-12-18 22:23:02 main:581] : INFO : Epoch 1806 | loss: 0.000122129 | val_loss: 0.00011519 | Time: 2060.79 ms [2020-12-18 22:23:04 main:581] : INFO : Epoch 1807 | loss: 0.000119953 | val_loss: 0.000113645 | Time: 2043.94 ms [2020-12-18 22:23:06 main:581] : INFO : Epoch 1808 | loss: 0.000119166 | val_loss: 0.000112667 | Time: 2039.14 ms [2020-12-18 22:23:08 main:581] : INFO : Epoch 1809 | loss: 0.000118509 | val_loss: 0.000111187 | Time: 2038.82 ms [2020-12-18 22:23:10 main:581] : INFO : Epoch 1810 | loss: 0.00011723 | val_loss: 0.00011021 | Time: 2039.38 ms [2020-12-18 22:23:12 main:581] : INFO : Epoch 1811 | loss: 0.000115866 | val_loss: 0.000109246 | Time: 2038.49 ms [2020-12-18 22:23:14 main:581] : INFO : Epoch 1812 | loss: 0.000115037 | val_loss: 0.0001081 | Time: 2031.71 ms [2020-12-18 22:23:16 main:581] : INFO : Epoch 1813 | loss: 0.000114639 | val_loss: 0.000107351 | Time: 2048.65 ms [2020-12-18 22:23:18 main:581] : INFO : Epoch 1814 | loss: 0.000112932 | val_loss: 0.000105721 | Time: 2038.87 ms [2020-12-18 22:23:20 main:581] : INFO : Epoch 1815 | loss: 0.000109529 | val_loss: 0.000102247 | Time: 2047.09 ms [2020-12-18 22:23:22 main:581] : INFO : Epoch 1816 | loss: 0.000105764 | val_loss: 9.83225e-05 | Time: 2038.02 ms [2020-12-18 22:23:24 main:581] : INFO : Epoch 1817 | loss: 0.000104276 | val_loss: 9.50271e-05 | Time: 2041.18 ms [2020-12-18 22:23:26 main:581] : INFO : Epoch 1818 | loss: 9.84884e-05 | val_loss: 8.99438e-05 | Time: 2022.11 ms [2020-12-18 22:23:28 main:581] : INFO : Epoch 1819 | loss: 9.28597e-05 | val_loss: 8.63655e-05 | Time: 2054.37 ms [2020-12-18 22:23:30 main:581] : INFO : Epoch 1820 | loss: 9.36969e-05 | val_loss: 0.000117754 | Time: 2045.55 ms [2020-12-18 22:23:32 main:581] : INFO : Epoch 1821 | loss: 0.000112432 | val_loss: 8.31509e-05 | Time: 2042.01 ms [2020-12-18 22:23:34 main:581] : INFO : Epoch 1822 | loss: 8.71058e-05 | val_loss: 7.96909e-05 | Time: 2036.31 ms [2020-12-18 22:23:36 main:581] : INFO : Epoch 1823 | loss: 8.18172e-05 | val_loss: 7.81553e-05 | Time: 2031.57 ms [2020-12-18 22:23:38 main:581] : INFO : Epoch 1824 | loss: 7.99881e-05 | val_loss: 7.70417e-05 | Time: 2039.64 ms [2020-12-18 22:23:40 main:581] : INFO : Epoch 1825 | loss: 7.89965e-05 | val_loss: 7.72559e-05 | Time: 2051.52 ms [2020-12-18 22:23:42 main:581] : INFO : Epoch 1826 | loss: 7.88867e-05 | val_loss: 7.69788e-05 | Time: 2040.59 ms [2020-12-18 22:23:45 main:581] : INFO : Epoch 1827 | loss: 8.32432e-05 | val_loss: 7.7065e-05 | Time: 2043.78 ms [2020-12-18 22:23:47 main:581] : INFO : Epoch 1828 | loss: 8.06128e-05 | val_loss: 7.51845e-05 | Time: 2041.06 ms [2020-12-18 22:23:49 main:581] : INFO : Epoch 1829 | loss: 7.71297e-05 | val_loss: 7.42451e-05 | Time: 2040.77 ms [2020-12-18 22:23:51 main:581] : INFO : Epoch 1830 | loss: 7.63224e-05 | val_loss: 8.20338e-05 | Time: 2041.87 ms [2020-12-18 22:23:53 main:581] : INFO : Epoch 1831 | loss: 8.46496e-05 | val_loss: 7.89906e-05 | Time: 2038.57 ms [2020-12-18 22:23:55 main:581] : INFO : Epoch 1832 | loss: 7.63263e-05 | val_loss: 7.25836e-05 | Time: 2030.11 ms [2020-12-18 22:23:57 main:581] : INFO : Epoch 1833 | loss: 7.59608e-05 | val_loss: 7.29318e-05 | Time: 2056.38 ms [2020-12-18 22:23:59 main:581] : INFO : Epoch 1834 | loss: 7.37858e-05 | val_loss: 7.18157e-05 | Time: 2042.49 ms [2020-12-18 22:24:01 main:581] : INFO : Epoch 1835 | loss: 7.162e-05 | val_loss: 7.10106e-05 | Time: 2029.86 ms [2020-12-18 22:24:03 main:581] : INFO : Epoch 1836 | loss: 0.000108098 | val_loss: 0.000227067 | Time: 2038.05 ms [2020-12-18 22:24:05 main:581] : INFO : Epoch 1837 | loss: 0.000103601 | val_loss: 7.32823e-05 | Time: 2036.64 ms [2020-12-18 22:24:07 main:581] : INFO : Epoch 1838 | loss: 7.55647e-05 | val_loss: 7.53903e-05 | Time: 2047.95 ms [2020-12-18 22:24:09 main:581] : INFO : Epoch 1839 | loss: 7.16197e-05 | val_loss: 7.1309e-05 | Time: 2038.04 ms [2020-12-18 22:24:11 main:581] : INFO : Epoch 1840 | loss: 6.97441e-05 | val_loss: 6.95696e-05 | Time: 2030.49 ms [2020-12-18 22:24:13 main:581] : INFO : Epoch 1841 | loss: 6.86977e-05 | val_loss: 6.88144e-05 | Time: 2037.85 ms [2020-12-18 22:24:15 main:581] : INFO : Epoch 1842 | loss: 6.83975e-05 | val_loss: 6.80996e-05 | Time: 2036.23 ms [2020-12-18 22:24:17 main:581] : INFO : Epoch 1843 | loss: 6.79438e-05 | val_loss: 6.84438e-05 | Time: 2028.08 ms [2020-12-18 22:24:19 main:581] : INFO : Epoch 1844 | loss: 6.9173e-05 | val_loss: 6.80691e-05 | Time: 2049.71 ms [2020-12-18 22:24:21 main:581] : INFO : Epoch 1845 | loss: 6.85489e-05 | val_loss: 6.85838e-05 | Time: 2049.14 ms [2020-12-18 22:24:23 main:581] : INFO : Epoch 1846 | loss: 6.88954e-05 | val_loss: 6.90346e-05 | Time: 2028.54 ms [2020-12-18 22:24:25 main:581] : INFO : Epoch 1847 | loss: 7.2162e-05 | val_loss: 8.04398e-05 | Time: 2037.12 ms [2020-12-18 22:24:27 main:581] : INFO : Epoch 1848 | loss: 6.98961e-05 | val_loss: 6.63954e-05 | Time: 2036.42 ms [2020-12-18 22:24:29 main:581] : INFO : Epoch 1849 | loss: 6.61799e-05 | val_loss: 6.62692e-05 | Time: 2038.85 ms [2020-12-18 22:24:31 main:581] : INFO : Epoch 1850 | loss: 6.54404e-05 | val_loss: 6.59356e-05 | Time: 2033.51 ms [2020-12-18 22:24:33 main:581] : INFO : Epoch 1851 | loss: 6.48428e-05 | val_loss: 6.66793e-05 | Time: 2029.17 ms [2020-12-18 22:24:36 main:581] : INFO : Epoch 1852 | loss: 0.000124725 | val_loss: 6.97619e-05 | Time: 2037.62 ms [2020-12-18 22:24:38 main:581] : INFO : Epoch 1853 | loss: 8.54535e-05 | val_loss: 7.13382e-05 | Time: 2036.88 ms [2020-12-18 22:24:40 main:581] : INFO : Epoch 1854 | loss: 6.84734e-05 | val_loss: 6.66371e-05 | Time: 2036.31 ms [2020-12-18 22:24:42 main:581] : INFO : Epoch 1855 | loss: 6.48611e-05 | val_loss: 6.50033e-05 | Time: 2040.82 ms [2020-12-18 22:24:44 main:581] : INFO : Epoch 1856 | loss: 6.42637e-05 | val_loss: 6.45853e-05 | Time: 2037.06 ms [2020-12-18 22:24:46 main:581] : INFO : Epoch 1857 | loss: 6.37591e-05 | val_loss: 6.40839e-05 | Time: 2037.72 ms [2020-12-18 22:24:48 main:581] : INFO : Epoch 1858 | loss: 6.32517e-05 | val_loss: 6.37776e-05 | Time: 2037.11 ms [2020-12-18 22:24:50 main:581] : INFO : Epoch 1859 | loss: 6.23878e-05 | val_loss: 6.29839e-05 | Time: 2038.21 ms [2020-12-18 22:24:52 main:581] : INFO : Epoch 1860 | loss: 6.27246e-05 | val_loss: 6.43831e-05 | Time: 2040.52 ms [2020-12-18 22:24:54 main:581] : INFO : Epoch 1861 | loss: 6.40374e-05 | val_loss: 6.29744e-05 | Time: 2040.38 ms [2020-12-18 22:24:56 main:581] : INFO : Epoch 1862 | loss: 6.39167e-05 | val_loss: 6.40951e-05 | Time: 2029.45 ms [2020-12-18 22:24:58 main:581] : INFO : Epoch 1863 | loss: 6.29396e-05 | val_loss: 6.40656e-05 | Time: 2041.68 ms [2020-12-18 22:25:00 main:581] : INFO : Epoch 1864 | loss: 6.28134e-05 | val_loss: 6.78249e-05 | Time: 2044.5 ms [2020-12-18 22:25:02 main:581] : INFO : Epoch 1865 | loss: 9.34182e-05 | val_loss: 8.19888e-05 | Time: 2037.69 ms [2020-12-18 22:25:04 main:581] : INFO : Epoch 1866 | loss: 6.86802e-05 | val_loss: 6.51025e-05 | Time: 2049.05 ms [2020-12-18 22:25:06 main:581] : INFO : Epoch 1867 | loss: 6.1359e-05 | val_loss: 6.18293e-05 | Time: 2029.75 ms [2020-12-18 22:25:08 main:581] : INFO : Epoch 1868 | loss: 6.08285e-05 | val_loss: 6.19233e-05 | Time: 2036.2 ms [2020-12-18 22:25:10 main:581] : INFO : Epoch 1869 | loss: 6.06461e-05 | val_loss: 6.09972e-05 | Time: 2028.91 ms [2020-12-18 22:25:12 main:581] : INFO : Epoch 1870 | loss: 6.1684e-05 | val_loss: 6.26343e-05 | Time: 2036.03 ms [2020-12-18 22:25:14 main:581] : INFO : Epoch 1871 | loss: 6.07283e-05 | val_loss: 6.40548e-05 | Time: 2037.73 ms [2020-12-18 22:25:16 main:581] : INFO : Epoch 1872 | loss: 6.76427e-05 | val_loss: 6.14768e-05 | Time: 2032.65 ms [2020-12-18 22:25:18 main:581] : INFO : Epoch 1873 | loss: 5.98608e-05 | val_loss: 6.04175e-05 | Time: 2038.37 ms [2020-12-18 22:25:20 main:581] : INFO : Epoch 1874 | loss: 6.68768e-05 | val_loss: 9.80035e-05 | Time: 2036.3 ms [2020-12-18 22:25:22 main:581] : INFO : Epoch 1875 | loss: 7.38933e-05 | val_loss: 5.9371e-05 | Time: 2040.32 ms [2020-12-18 22:25:24 main:581] : INFO : Epoch 1876 | loss: 6.00424e-05 | val_loss: 6.11157e-05 | Time: 2024.74 ms [2020-12-18 22:25:26 main:581] : INFO : Epoch 1877 | loss: 5.86825e-05 | val_loss: 5.9113e-05 | Time: 2046.46 ms [2020-12-18 22:25:28 main:581] : INFO : Epoch 1878 | loss: 5.92567e-05 | val_loss: 6.70821e-05 | Time: 2037.61 ms [2020-12-18 22:25:31 main:581] : INFO : Epoch 1879 | loss: 7.53216e-05 | val_loss: 6.70861e-05 | Time: 2045.54 ms [2020-12-18 22:25:33 main:581] : INFO : Epoch 1880 | loss: 6.04984e-05 | val_loss: 5.89292e-05 | Time: 2038.55 ms [2020-12-18 22:25:35 main:581] : INFO : Epoch 1881 | loss: 5.85939e-05 | val_loss: 5.93162e-05 | Time: 2032.54 ms [2020-12-18 22:25:37 main:581] : INFO : Epoch 1882 | loss: 5.74191e-05 | val_loss: 5.82885e-05 | Time: 2044.8 ms [2020-12-18 22:25:39 main:581] : INFO : Epoch 1883 | loss: 6.66973e-05 | val_loss: 0.000108706 | Time: 2042.95 ms [2020-12-18 22:25:41 main:581] : INFO : Epoch 1884 | loss: 8.10855e-05 | val_loss: 6.35781e-05 | Time: 2036.2 ms [2020-12-18 22:25:43 main:581] : INFO : Epoch 1885 | loss: 5.84114e-05 | val_loss: 5.87352e-05 | Time: 2031.47 ms [2020-12-18 22:25:45 main:581] : INFO : Epoch 1886 | loss: 5.71907e-05 | val_loss: 5.77627e-05 | Time: 2038.47 ms [2020-12-18 22:25:47 main:581] : INFO : Epoch 1887 | loss: 5.71419e-05 | val_loss: 5.89569e-05 | Time: 2040.36 ms [2020-12-18 22:25:49 main:581] : INFO : Epoch 1888 | loss: 5.65274e-05 | val_loss: 5.81728e-05 | Time: 2038.4 ms [2020-12-18 22:25:51 main:581] : INFO : Epoch 1889 | loss: 8.18857e-05 | val_loss: 7.39481e-05 | Time: 2034.25 ms [2020-12-18 22:25:53 main:581] : INFO : Epoch 1890 | loss: 6.19409e-05 | val_loss: 5.98391e-05 | Time: 2036.62 ms [2020-12-18 22:25:55 main:581] : INFO : Epoch 1891 | loss: 5.80707e-05 | val_loss: 5.75028e-05 | Time: 2034.63 ms [2020-12-18 22:25:57 main:581] : INFO : Epoch 1892 | loss: 5.65333e-05 | val_loss: 5.67891e-05 | Time: 2035.09 ms [2020-12-18 22:25:59 main:581] : INFO : Epoch 1893 | loss: 5.5854e-05 | val_loss: 5.55936e-05 | Time: 2036.34 ms [2020-12-18 22:26:01 main:581] : INFO : Epoch 1894 | loss: 5.61382e-05 | val_loss: 6.01205e-05 | Time: 2028.08 ms [2020-12-18 22:26:03 main:581] : INFO : Epoch 1895 | loss: 7.95485e-05 | val_loss: 6.4366e-05 | Time: 2033.43 ms [2020-12-18 22:26:05 main:581] : INFO : Epoch 1896 | loss: 5.86216e-05 | val_loss: 5.7755e-05 | Time: 2039.49 ms [2020-12-18 22:26:07 main:581] : INFO : Epoch 1897 | loss: 5.58346e-05 | val_loss: 5.65387e-05 | Time: 2039.54 ms [2020-12-18 22:26:09 main:581] : INFO : Epoch 1898 | loss: 5.56216e-05 | val_loss: 5.59479e-05 | Time: 2041.68 ms [2020-12-18 22:26:11 main:581] : INFO : Epoch 1899 | loss: 5.51096e-05 | val_loss: 5.58323e-05 | Time: 2031.63 ms [2020-12-18 22:26:13 main:581] : INFO : Epoch 1900 | loss: 7.76929e-05 | val_loss: 0.000141192 | Time: 2037.47 ms [2020-12-18 22:26:15 main:581] : INFO : Epoch 1901 | loss: 7.43544e-05 | val_loss: 6.41997e-05 | Time: 2029.08 ms [2020-12-18 22:26:17 main:581] : INFO : Epoch 1902 | loss: 5.67385e-05 | val_loss: 5.5279e-05 | Time: 2047.64 ms [2020-12-18 22:26:19 main:581] : INFO : Epoch 1903 | loss: 5.42408e-05 | val_loss: 5.41905e-05 | Time: 2041.83 ms [2020-12-18 22:26:21 main:581] : INFO : Epoch 1904 | loss: 5.37626e-05 | val_loss: 5.41782e-05 | Time: 2042.27 ms [2020-12-18 22:26:24 main:581] : INFO : Epoch 1905 | loss: 5.34792e-05 | val_loss: 5.44333e-05 | Time: 2041.87 ms [2020-12-18 22:26:26 main:581] : INFO : Epoch 1906 | loss: 5.39062e-05 | val_loss: 5.52822e-05 | Time: 2031.25 ms [2020-12-18 22:26:28 main:581] : INFO : Epoch 1907 | loss: 7.75785e-05 | val_loss: 0.000131608 | Time: 2037.4 ms [2020-12-18 22:26:30 main:581] : INFO : Epoch 1908 | loss: 7.14587e-05 | val_loss: 6.44314e-05 | Time: 2039.42 ms [2020-12-18 22:26:32 main:581] : INFO : Epoch 1909 | loss: 5.66057e-05 | val_loss: 5.39022e-05 | Time: 2038.96 ms [2020-12-18 22:26:34 main:581] : INFO : Epoch 1910 | loss: 5.3741e-05 | val_loss: 5.34828e-05 | Time: 2029.96 ms [2020-12-18 22:26:36 main:581] : INFO : Epoch 1911 | loss: 5.32038e-05 | val_loss: 5.39703e-05 | Time: 2038.29 ms [2020-12-18 22:26:38 main:581] : INFO : Epoch 1912 | loss: 5.31135e-05 | val_loss: 5.31378e-05 | Time: 2039.59 ms [2020-12-18 22:26:40 main:581] : INFO : Epoch 1913 | loss: 5.34136e-05 | val_loss: 6.43794e-05 | Time: 2038.49 ms [2020-12-18 22:26:42 main:581] : INFO : Epoch 1914 | loss: 9.43251e-05 | val_loss: 6.01771e-05 | Time: 2036.72 ms [2020-12-18 22:26:44 main:581] : INFO : Epoch 1915 | loss: 6.3854e-05 | val_loss: 5.62507e-05 | Time: 2038.47 ms [2020-12-18 22:26:46 main:581] : INFO : Epoch 1916 | loss: 5.48487e-05 | val_loss: 5.33117e-05 | Time: 2028.66 ms [2020-12-18 22:26:48 main:581] : INFO : Epoch 1917 | loss: 5.28998e-05 | val_loss: 5.34337e-05 | Time: 2037.22 ms [2020-12-18 22:26:50 main:581] : INFO : Epoch 1918 | loss: 5.21768e-05 | val_loss: 5.29431e-05 | Time: 2039.36 ms [2020-12-18 22:26:52 main:581] : INFO : Epoch 1919 | loss: 5.22223e-05 | val_loss: 5.30523e-05 | Time: 2039.6 ms [2020-12-18 22:26:54 main:581] : INFO : Epoch 1920 | loss: 5.31113e-05 | val_loss: 7.09065e-05 | Time: 2038.66 ms [2020-12-18 22:26:56 main:581] : INFO : Epoch 1921 | loss: 7.4802e-05 | val_loss: 5.24292e-05 | Time: 2041.1 ms [2020-12-18 22:26:58 main:581] : INFO : Epoch 1922 | loss: 5.36259e-05 | val_loss: 5.23511e-05 | Time: 2036.63 ms [2020-12-18 22:27:00 main:581] : INFO : Epoch 1923 | loss: 5.20464e-05 | val_loss: 5.26309e-05 | Time: 2037.77 ms [2020-12-18 22:27:02 main:581] : INFO : Epoch 1924 | loss: 5.24821e-05 | val_loss: 5.25464e-05 | Time: 2040.2 ms [2020-12-18 22:27:04 main:581] : INFO : Epoch 1925 | loss: 5.38897e-05 | val_loss: 6.08481e-05 | Time: 2045.64 ms [2020-12-18 22:27:06 main:581] : INFO : Epoch 1926 | loss: 6.06943e-05 | val_loss: 5.20256e-05 | Time: 2039.61 ms [2020-12-18 22:27:08 main:581] : INFO : Epoch 1927 | loss: 5.29351e-05 | val_loss: 5.28117e-05 | Time: 2042.16 ms [2020-12-18 22:27:10 main:581] : INFO : Epoch 1928 | loss: 5.12849e-05 | val_loss: 5.36843e-05 | Time: 2042.72 ms [2020-12-18 22:27:12 main:581] : INFO : Epoch 1929 | loss: 8.45629e-05 | val_loss: 5.7606e-05 | Time: 2035.36 ms [2020-12-18 22:27:14 main:581] : INFO : Epoch 1930 | loss: 5.93398e-05 | val_loss: 5.42074e-05 | Time: 2039.21 ms [2020-12-18 22:27:16 main:581] : INFO : Epoch 1931 | loss: 5.17972e-05 | val_loss: 5.0947e-05 | Time: 2036.79 ms [2020-12-18 22:27:19 main:581] : INFO : Epoch 1932 | loss: 5.02573e-05 | val_loss: 5.07136e-05 | Time: 2032.84 ms [2020-12-18 22:27:21 main:581] : INFO : Epoch 1933 | loss: 5.04503e-05 | val_loss: 5.11173e-05 | Time: 2026.9 ms [2020-12-18 22:27:23 main:581] : INFO : Epoch 1934 | loss: 5.49794e-05 | val_loss: 8.09768e-05 | Time: 2032.94 ms [2020-12-18 22:27:25 main:581] : INFO : Epoch 1935 | loss: 6.96429e-05 | val_loss: 5.28932e-05 | Time: 2036.15 ms [2020-12-18 22:27:27 main:581] : INFO : Epoch 1936 | loss: 5.19316e-05 | val_loss: 5.09748e-05 | Time: 2046.84 ms [2020-12-18 22:27:29 main:581] : INFO : Epoch 1937 | loss: 5.07311e-05 | val_loss: 5.08344e-05 | Time: 2029.23 ms [2020-12-18 22:27:31 main:581] : INFO : Epoch 1938 | loss: 4.98114e-05 | val_loss: 4.9688e-05 | Time: 2034.77 ms [2020-12-18 22:27:33 main:581] : INFO : Epoch 1939 | loss: 5.92163e-05 | val_loss: 0.000120691 | Time: 2034.12 ms [2020-12-18 22:27:35 main:581] : INFO : Epoch 1940 | loss: 8.79448e-05 | val_loss: 6.36827e-05 | Time: 2032.91 ms [2020-12-18 22:27:37 main:581] : INFO : Epoch 1941 | loss: 5.72311e-05 | val_loss: 5.20771e-05 | Time: 2030.44 ms [2020-12-18 22:27:39 main:581] : INFO : Epoch 1942 | loss: 5.07109e-05 | val_loss: 4.92692e-05 | Time: 2028.33 ms [2020-12-18 22:27:41 main:581] : INFO : Epoch 1943 | loss: 4.91333e-05 | val_loss: 4.95473e-05 | Time: 2039.5 ms [2020-12-18 22:27:43 main:581] : INFO : Epoch 1944 | loss: 4.89301e-05 | val_loss: 4.92867e-05 | Time: 2032.18 ms [2020-12-18 22:27:45 main:581] : INFO : Epoch 1945 | loss: 4.99035e-05 | val_loss: 4.90835e-05 | Time: 2040.23 ms [2020-12-18 22:27:47 main:581] : INFO : Epoch 1946 | loss: 5.5681e-05 | val_loss: 7.36626e-05 | Time: 2041.96 ms [2020-12-18 22:27:49 main:581] : INFO : Epoch 1947 | loss: 5.77966e-05 | val_loss: 4.90076e-05 | Time: 2038.66 ms [2020-12-18 22:27:51 main:581] : INFO : Epoch 1948 | loss: 5.07932e-05 | val_loss: 4.95253e-05 | Time: 2022.12 ms [2020-12-18 22:27:53 main:581] : INFO : Epoch 1949 | loss: 4.93238e-05 | val_loss: 4.88284e-05 | Time: 2034.06 ms [2020-12-18 22:27:55 main:581] : INFO : Epoch 1950 | loss: 5.16633e-05 | val_loss: 7.78964e-05 | Time: 2035.79 ms [2020-12-18 22:27:57 main:581] : INFO : Epoch 1951 | loss: 8.49855e-05 | val_loss: 6.67297e-05 | Time: 2027.56 ms [2020-12-18 22:27:59 main:581] : INFO : Epoch 1952 | loss: 5.57625e-05 | val_loss: 5.05009e-05 | Time: 2045.07 ms [2020-12-18 22:28:01 main:581] : INFO : Epoch 1953 | loss: 4.95648e-05 | val_loss: 4.88487e-05 | Time: 2039.59 ms [2020-12-18 22:28:03 main:581] : INFO : Epoch 1954 | loss: 4.87893e-05 | val_loss: 4.84972e-05 | Time: 2035.77 ms [2020-12-18 22:28:05 main:581] : INFO : Epoch 1955 | loss: 4.79678e-05 | val_loss: 4.85742e-05 | Time: 2028.46 ms [2020-12-18 22:28:07 main:581] : INFO : Epoch 1956 | loss: 5.42381e-05 | val_loss: 9.25452e-05 | Time: 2037.62 ms [2020-12-18 22:28:09 main:581] : INFO : Epoch 1957 | loss: 7.21466e-05 | val_loss: 5.25171e-05 | Time: 2030.86 ms [2020-12-18 22:28:11 main:581] : INFO : Epoch 1958 | loss: 5.12592e-05 | val_loss: 4.9294e-05 | Time: 2037.96 ms [2020-12-18 22:28:13 main:581] : INFO : Epoch 1959 | loss: 4.84052e-05 | val_loss: 4.84474e-05 | Time: 2030.39 ms [2020-12-18 22:28:16 main:581] : INFO : Epoch 1960 | loss: 4.77455e-05 | val_loss: 4.83397e-05 | Time: 2046.08 ms [2020-12-18 22:28:18 main:581] : INFO : Epoch 1961 | loss: 4.73614e-05 | val_loss: 4.73791e-05 | Time: 2037.73 ms [2020-12-18 22:28:20 main:581] : INFO : Epoch 1962 | loss: 4.74697e-05 | val_loss: 4.80696e-05 | Time: 2030.73 ms [2020-12-18 22:28:22 main:581] : INFO : Epoch 1963 | loss: 9.64272e-05 | val_loss: 0.0001099 | Time: 2038.94 ms [2020-12-18 22:28:24 main:581] : INFO : Epoch 1964 | loss: 7.13223e-05 | val_loss: 5.92551e-05 | Time: 2037.49 ms [2020-12-18 22:28:26 main:581] : INFO : Epoch 1965 | loss: 5.13971e-05 | val_loss: 4.94256e-05 | Time: 2041.38 ms [2020-12-18 22:28:28 main:581] : INFO : Epoch 1966 | loss: 4.77697e-05 | val_loss: 4.78709e-05 | Time: 2029.52 ms [2020-12-18 22:28:30 main:581] : INFO : Epoch 1967 | loss: 4.67297e-05 | val_loss: 4.71567e-05 | Time: 2042.22 ms [2020-12-18 22:28:32 main:581] : INFO : Epoch 1968 | loss: 4.66274e-05 | val_loss: 4.72369e-05 | Time: 2042.96 ms [2020-12-18 22:28:34 main:581] : INFO : Epoch 1969 | loss: 4.76518e-05 | val_loss: 4.83716e-05 | Time: 2041.02 ms [2020-12-18 22:28:36 main:581] : INFO : Epoch 1970 | loss: 4.87509e-05 | val_loss: 6.14155e-05 | Time: 2049.31 ms [2020-12-18 22:28:38 main:581] : INFO : Epoch 1971 | loss: 6.40509e-05 | val_loss: 4.86359e-05 | Time: 2034.92 ms [2020-12-18 22:28:40 main:581] : INFO : Epoch 1972 | loss: 4.91067e-05 | val_loss: 4.75628e-05 | Time: 2033.34 ms [2020-12-18 22:28:42 main:581] : INFO : Epoch 1973 | loss: 4.67835e-05 | val_loss: 4.78643e-05 | Time: 2049.69 ms [2020-12-18 22:28:44 main:581] : INFO : Epoch 1974 | loss: 4.60924e-05 | val_loss: 4.60405e-05 | Time: 2041.39 ms [2020-12-18 22:28:46 main:581] : INFO : Epoch 1975 | loss: 4.59512e-05 | val_loss: 5.44256e-05 | Time: 2035.08 ms [2020-12-18 22:28:48 main:581] : INFO : Epoch 1976 | loss: 8.57749e-05 | val_loss: 5.28725e-05 | Time: 2039.75 ms [2020-12-18 22:28:50 main:581] : INFO : Epoch 1977 | loss: 5.49575e-05 | val_loss: 5.04163e-05 | Time: 2037.93 ms [2020-12-18 22:28:52 main:581] : INFO : Epoch 1978 | loss: 4.79557e-05 | val_loss: 4.60922e-05 | Time: 2046.85 ms [2020-12-18 22:28:54 main:581] : INFO : Epoch 1979 | loss: 4.53348e-05 | val_loss: 4.54804e-05 | Time: 2032.81 ms [2020-12-18 22:28:56 main:581] : INFO : Epoch 1980 | loss: 4.55823e-05 | val_loss: 4.57341e-05 | Time: 2043.24 ms [2020-12-18 22:28:58 main:581] : INFO : Epoch 1981 | loss: 5.05488e-05 | val_loss: 4.65791e-05 | Time: 2039.77 ms [2020-12-18 22:29:00 main:581] : INFO : Epoch 1982 | loss: 4.60065e-05 | val_loss: 4.45728e-05 | Time: 2033.5 ms [2020-12-18 22:29:02 main:581] : INFO : Epoch 1983 | loss: 4.89573e-05 | val_loss: 5.47332e-05 | Time: 2043.28 ms [2020-12-18 22:29:04 main:581] : INFO : Epoch 1984 | loss: 4.79724e-05 | val_loss: 4.69192e-05 | Time: 2035.26 ms [2020-12-18 22:29:06 main:581] : INFO : Epoch 1985 | loss: 4.93193e-05 | val_loss: 4.67288e-05 | Time: 2035.42 ms [2020-12-18 22:29:09 main:581] : INFO : Epoch 1986 | loss: 4.51054e-05 | val_loss: 4.39334e-05 | Time: 2027.86 ms [2020-12-18 22:29:11 main:581] : INFO : Epoch 1987 | loss: 7.63278e-05 | val_loss: 8.27615e-05 | Time: 2035.8 ms [2020-12-18 22:29:13 main:581] : INFO : Epoch 1988 | loss: 6.46844e-05 | val_loss: 5.42362e-05 | Time: 2029.26 ms [2020-12-18 22:29:15 main:581] : INFO : Epoch 1989 | loss: 5.1682e-05 | val_loss: 4.86697e-05 | Time: 2043.08 ms [2020-12-18 22:29:17 main:581] : INFO : Epoch 1990 | loss: 4.56819e-05 | val_loss: 4.54896e-05 | Time: 2035.03 ms [2020-12-18 22:29:19 main:581] : INFO : Epoch 1991 | loss: 4.45471e-05 | val_loss: 4.35043e-05 | Time: 2041.7 ms [2020-12-18 22:29:21 main:581] : INFO : Epoch 1992 | loss: 4.37685e-05 | val_loss: 4.5855e-05 | Time: 2032.61 ms [2020-12-18 22:29:23 main:581] : INFO : Epoch 1993 | loss: 4.53086e-05 | val_loss: 4.36753e-05 | Time: 2036.24 ms [2020-12-18 22:29:25 main:581] : INFO : Epoch 1994 | loss: 4.40769e-05 | val_loss: 4.62335e-05 | Time: 2034.98 ms [2020-12-18 22:29:27 main:581] : INFO : Epoch 1995 | loss: 8.44783e-05 | val_loss: 7.57617e-05 | Time: 2029.79 ms [2020-12-18 22:29:29 main:581] : INFO : Epoch 1996 | loss: 5.39469e-05 | val_loss: 4.97411e-05 | Time: 2039.59 ms [2020-12-18 22:29:31 main:581] : INFO : Epoch 1997 | loss: 4.46399e-05 | val_loss: 4.32275e-05 | Time: 2033.67 ms [2020-12-18 22:29:33 main:581] : INFO : Epoch 1998 | loss: 4.35016e-05 | val_loss: 4.26393e-05 | Time: 2037.09 ms [2020-12-18 22:29:35 main:581] : INFO : Epoch 1999 | loss: 4.49365e-05 | val_loss: 4.39347e-05 | Time: 2036.37 ms [2020-12-18 22:29:37 main:581] : INFO : Epoch 2000 | loss: 4.39151e-05 | val_loss: 4.27376e-05 | Time: 2032.52 ms [2020-12-18 22:29:39 main:581] : INFO : Epoch 2001 | loss: 4.57762e-05 | val_loss: 6.55312e-05 | Time: 2036.2 ms [2020-12-18 22:29:41 main:581] : INFO : Epoch 2002 | loss: 5.33371e-05 | val_loss: 4.52701e-05 | Time: 2027.22 ms [2020-12-18 22:29:43 main:581] : INFO : Epoch 2003 | loss: 4.39065e-05 | val_loss: 4.45772e-05 | Time: 2037.17 ms [2020-12-18 22:29:45 main:581] : INFO : Epoch 2004 | loss: 4.23764e-05 | val_loss: 4.16733e-05 | Time: 2045.01 ms [2020-12-18 22:29:47 main:581] : INFO : Epoch 2005 | loss: 4.50986e-05 | val_loss: 5.0981e-05 | Time: 2033.69 ms [2020-12-18 22:29:49 main:581] : INFO : Epoch 2006 | loss: 5.17167e-05 | val_loss: 4.81539e-05 | Time: 2035.35 ms [2020-12-18 22:29:51 main:581] : INFO : Epoch 2007 | loss: 4.57694e-05 | val_loss: 4.37319e-05 | Time: 2037.13 ms [2020-12-18 22:29:53 main:581] : INFO : Epoch 2008 | loss: 4.22464e-05 | val_loss: 4.13389e-05 | Time: 2038.47 ms [2020-12-18 22:29:55 main:581] : INFO : Epoch 2009 | loss: 4.167e-05 | val_loss: 4.46647e-05 | Time: 2037 ms [2020-12-18 22:29:57 main:581] : INFO : Epoch 2010 | loss: 9.49987e-05 | val_loss: 5.43589e-05 | Time: 2031.12 ms [2020-12-18 22:29:59 main:581] : INFO : Epoch 2011 | loss: 6.8721e-05 | val_loss: 4.94406e-05 | Time: 2039.27 ms [2020-12-18 22:30:01 main:581] : INFO : Epoch 2012 | loss: 4.57671e-05 | val_loss: 4.27457e-05 | Time: 2045.6 ms [2020-12-18 22:30:04 main:581] : INFO : Epoch 2013 | loss: 4.2403e-05 | val_loss: 4.24287e-05 | Time: 2031.27 ms [2020-12-18 22:30:06 main:581] : INFO : Epoch 2014 | loss: 4.32269e-05 | val_loss: 4.19472e-05 | Time: 2037.79 ms [2020-12-18 22:30:08 main:581] : INFO : Epoch 2015 | loss: 4.17916e-05 | val_loss: 4.06271e-05 | Time: 2039.14 ms [2020-12-18 22:30:10 main:581] : INFO : Epoch 2016 | loss: 4.11746e-05 | val_loss: 4.1195e-05 | Time: 2037.84 ms [2020-12-18 22:30:12 main:581] : INFO : Epoch 2017 | loss: 4.27653e-05 | val_loss: 4.76647e-05 | Time: 2031.72 ms [2020-12-18 22:30:14 main:581] : INFO : Epoch 2018 | loss: 4.6592e-05 | val_loss: 3.95685e-05 | Time: 2034.24 ms [2020-12-18 22:30:16 main:581] : INFO : Epoch 2019 | loss: 4.28088e-05 | val_loss: 4.58359e-05 | Time: 2036.41 ms [2020-12-18 22:30:18 main:581] : INFO : Epoch 2020 | loss: 4.23336e-05 | val_loss: 4.33885e-05 | Time: 2035.41 ms [2020-12-18 22:30:20 main:581] : INFO : Epoch 2021 | loss: 6.66059e-05 | val_loss: 5.93643e-05 | Time: 2030.17 ms [2020-12-18 22:30:22 main:581] : INFO : Epoch 2022 | loss: 4.86029e-05 | val_loss: 4.71497e-05 | Time: 2043.41 ms [2020-12-18 22:30:24 main:581] : INFO : Epoch 2023 | loss: 4.2757e-05 | val_loss: 4.08008e-05 | Time: 2037.83 ms [2020-12-18 22:30:26 main:581] : INFO : Epoch 2024 | loss: 4.0259e-05 | val_loss: 3.96175e-05 | Time: 2035.56 ms [2020-12-18 22:30:28 main:581] : INFO : Epoch 2025 | loss: 4.06472e-05 | val_loss: 4.47356e-05 | Time: 2033.9 ms [2020-12-18 22:30:30 main:581] : INFO : Epoch 2026 | loss: 0.00274139 | val_loss: 0.0373964 | Time: 2027.43 ms [2020-12-18 22:30:32 main:581] : INFO : Epoch 2027 | loss: 0.0318636 | val_loss: 0.0295919 | Time: 2033.35 ms [2020-12-18 22:30:34 main:581] : INFO : Epoch 2028 | loss: 0.0278358 | val_loss: 0.0211853 | Time: 2027.13 ms [2020-12-18 22:30:36 main:581] : INFO : Epoch 2029 | loss: 0.057073 | val_loss: 0.0427108 | Time: 2042.43 ms [2020-12-18 22:30:38 main:581] : INFO : Epoch 2030 | loss: 0.0673742 | val_loss: 0.0423477 | Time: 2034.59 ms [2020-12-18 22:30:40 main:581] : INFO : Epoch 2031 | loss: 0.0350496 | val_loss: 0.0316366 | Time: 2033.79 ms [2020-12-18 22:30:42 main:581] : INFO : Epoch 2032 | loss: 0.0316412 | val_loss: 0.0313505 | Time: 2046.44 ms [2020-12-18 22:30:44 main:581] : INFO : Epoch 2033 | loss: 0.0313261 | val_loss: 0.031276 | Time: 2036.54 ms [2020-12-18 22:30:46 main:581] : INFO : Epoch 2034 | loss: 0.0312677 | val_loss: 0.0312601 | Time: 2022.71 ms [2020-12-18 22:30:48 main:581] : INFO : Epoch 2035 | loss: 0.0312561 | val_loss: 0.031254 | Time: 2035.06 ms [2020-12-18 22:30:50 main:581] : INFO : Epoch 2036 | loss: 0.0312531 | val_loss: 0.0312528 | Time: 2027.49 ms [2020-12-18 22:30:52 main:581] : INFO : Epoch 2037 | loss: 0.0312524 | val_loss: 0.0312524 | Time: 2044.54 ms [2020-12-18 22:30:54 main:581] : INFO : Epoch 2038 | loss: 0.0312521 | val_loss: 0.0312521 | Time: 2037.72 ms [2020-12-18 22:30:56 main:581] : INFO : Epoch 2039 | loss: 0.0312519 | val_loss: 0.0312519 | Time: 2034.53 ms [2020-12-18 22:30:58 main:581] : INFO : Epoch 2040 | loss: 0.0312516 | val_loss: 0.0312516 | Time: 2031.71 ms [2020-12-18 22:31:00 main:581] : INFO : Epoch 2041 | loss: 0.0312514 | val_loss: 0.0312512 | Time: 2041.05 ms [2020-12-18 22:31:03 main:581] : INFO : Epoch 2042 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 2029.66 ms [2020-12-18 22:31:05 main:581] : INFO : Epoch 2043 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 2040.74 ms [2020-12-18 22:31:07 main:581] : INFO : Epoch 2044 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 2034.35 ms [2020-12-18 22:31:09 main:581] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 2033.52 ms [2020-12-18 22:31:11 main:581] : INFO : Epoch 2046 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 2034.06 ms [2020-12-18 22:31:13 main:581] : INFO : Epoch 2047 | loss: 0.03125 | val_loss: 0.0312501 | Time: 2033.79 ms [2020-12-18 22:31:15 main:581] : INFO : Epoch 2048 | loss: 0.0312497 | val_loss: 0.0312497 | Time: 2039.32 ms [2020-12-18 22:31:15 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312497 [2020-12-18 22:31:15 main:610] : INFO : Saving end state to config to file [2020-12-18 22:31:15 main:615] : INFO : Success, exiting.. 22:31:15 (3210925): 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)