Task 14620203
| Name | ParityModified-1647049397-6492-3-0_0 |
| Workunit | 11639230 |
| Created | 14 Apr 2022, 7:54:04 UTC |
| Sent | 14 Apr 2022, 7:54:31 UTC |
| Report deadline | 22 Apr 2022, 7:54:31 UTC |
| Received | 14 Apr 2022, 8:54:19 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 59 min 35 sec |
| CPU time | 58 min 22 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.55 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> och 1557 | loss: 0.000168052 | val_loss: 0.000167547 | Time: 1713.33 ms [2022-04-14 10:39:44 main:574] : INFO : Epoch 1558 | loss: 0.000151739 | val_loss: 0.000160667 | Time: 1717.8 ms [2022-04-14 10:39:46 main:574] : INFO : Epoch 1559 | loss: 0.00015669 | val_loss: 0.000171465 | Time: 1725.2 ms [2022-04-14 10:39:48 main:574] : INFO : Epoch 1560 | loss: 0.000157786 | val_loss: 0.000167164 | Time: 1733.28 ms [2022-04-14 10:39:50 main:574] : INFO : Epoch 1561 | loss: 0.000152816 | val_loss: 0.00015702 | Time: 1783.64 ms [2022-04-14 10:39:51 main:574] : INFO : Epoch 1562 | loss: 0.000152454 | val_loss: 0.000159388 | Time: 1787.73 ms [2022-04-14 10:39:53 main:574] : INFO : Epoch 1563 | loss: 0.000154743 | val_loss: 0.000166937 | Time: 1720.59 ms [2022-04-14 10:39:55 main:574] : INFO : Epoch 1564 | loss: 0.000150592 | val_loss: 0.000155266 | Time: 1801.22 ms [2022-04-14 10:39:57 main:574] : INFO : Epoch 1565 | loss: 0.000155515 | val_loss: 0.000159517 | Time: 1824.52 ms [2022-04-14 10:39:59 main:574] : INFO : Epoch 1566 | loss: 0.000153967 | val_loss: 0.000170811 | Time: 1765.77 ms [2022-04-14 10:40:00 main:574] : INFO : Epoch 1567 | loss: 0.000153079 | val_loss: 0.000157415 | Time: 1817.18 ms [2022-04-14 10:40:02 main:574] : INFO : Epoch 1568 | loss: 0.000151928 | val_loss: 0.000166474 | Time: 1785.8 ms [2022-04-14 10:40:04 main:574] : INFO : Epoch 1569 | loss: 0.000158433 | val_loss: 0.000159566 | Time: 1723.25 ms [2022-04-14 10:40:06 main:574] : INFO : Epoch 1570 | loss: 0.000152 | val_loss: 0.000169677 | Time: 1759.01 ms [2022-04-14 10:40:08 main:574] : INFO : Epoch 1571 | loss: 0.000153814 | val_loss: 0.000158778 | Time: 1731.96 ms [2022-04-14 10:40:09 main:574] : INFO : Epoch 1572 | loss: 0.000147317 | val_loss: 0.000160325 | Time: 1719.47 ms [2022-04-14 10:40:11 main:574] : INFO : Epoch 1573 | loss: 0.000146423 | val_loss: 0.00015329 | Time: 1718.84 ms [2022-04-14 10:40:13 main:574] : INFO : Epoch 1574 | loss: 0.000146871 | val_loss: 0.000156048 | Time: 1716.61 ms [2022-04-14 10:40:14 main:574] : INFO : Epoch 1575 | loss: 0.000144614 | val_loss: 0.000155533 | Time: 1720.96 ms [2022-04-14 10:40:16 main:574] : INFO : Epoch 1576 | loss: 0.000146454 | val_loss: 0.000158211 | Time: 1722.58 ms [2022-04-14 10:40:18 main:574] : INFO : Epoch 1577 | loss: 0.000145241 | val_loss: 0.00015611 | Time: 1757.58 ms [2022-04-14 10:40:20 main:574] : INFO : Epoch 1578 | loss: 0.00014745 | val_loss: 0.000163598 | Time: 1742.56 ms [2022-04-14 10:40:21 main:574] : INFO : Epoch 1579 | loss: 0.000151905 | val_loss: 0.000166952 | Time: 1749.73 ms [2022-04-14 10:40:23 main:574] : INFO : Epoch 1580 | loss: 0.000154325 | val_loss: 0.000161145 | Time: 1721.06 ms [2022-04-14 10:40:25 main:574] : INFO : Epoch 1581 | loss: 0.00015346 | val_loss: 0.000153603 | Time: 1786.52 ms [2022-04-14 10:40:27 main:574] : INFO : Epoch 1582 | loss: 0.000155233 | val_loss: 0.000175633 | Time: 1814.79 ms [2022-04-14 10:40:29 main:574] : INFO : Epoch 1583 | loss: 0.000155051 | val_loss: 0.000156218 | Time: 1813.39 ms [2022-04-14 10:40:30 main:574] : INFO : Epoch 1584 | loss: 0.000157 | val_loss: 0.000192844 | Time: 1719.83 ms [2022-04-14 10:40:32 main:574] : INFO : Epoch 1585 | loss: 0.000160713 | val_loss: 0.000161799 | Time: 1718.66 ms [2022-04-14 10:40:34 main:574] : INFO : Epoch 1586 | loss: 0.000158091 | val_loss: 0.000186345 | Time: 1731.73 ms [2022-04-14 10:40:36 main:574] : INFO : Epoch 1587 | loss: 0.000178428 | val_loss: 0.000204446 | Time: 1726.47 ms [2022-04-14 10:40:37 main:574] : INFO : Epoch 1588 | loss: 0.000966727 | val_loss: 0.00603607 | Time: 1725.51 ms [2022-04-14 10:40:39 main:574] : INFO : Epoch 1589 | loss: 0.0134445 | val_loss: 0.0105463 | Time: 1730.01 ms [2022-04-14 10:40:41 main:574] : INFO : Epoch 1590 | loss: 0.0063754 | val_loss: 0.00473705 | Time: 1711.27 ms [2022-04-14 10:40:42 main:574] : INFO : Epoch 1591 | loss: 0.00429855 | val_loss: 0.00418606 | Time: 1721.87 ms [2022-04-14 10:40:44 main:574] : INFO : Epoch 1592 | loss: 0.00372308 | val_loss: 0.00359544 | Time: 1705.91 ms [2022-04-14 10:40:46 main:574] : INFO : Epoch 1593 | loss: 0.00349309 | val_loss: 0.00347709 | Time: 1718.74 ms [2022-04-14 10:40:48 main:574] : INFO : Epoch 1594 | loss: 0.00307734 | val_loss: 0.00291862 | Time: 1728.2 ms [2022-04-14 10:40:49 main:574] : INFO : Epoch 1595 | loss: 0.00277365 | val_loss: 0.00281689 | Time: 1783.27 ms [2022-04-14 10:40:51 main:574] : INFO : Epoch 1596 | loss: 0.00269892 | val_loss: 0.0027673 | Time: 1731 ms [2022-04-14 10:40:53 main:574] : INFO : Epoch 1597 | loss: 0.00268143 | val_loss: 0.00275685 | Time: 1727.22 ms [2022-04-14 10:40:55 main:574] : INFO : Epoch 1598 | loss: 0.00264039 | val_loss: 0.00268582 | Time: 1725.43 ms [2022-04-14 10:40:56 main:574] : INFO : Epoch 1599 | loss: 0.0025604 | val_loss: 0.00252446 | Time: 1714.65 ms [2022-04-14 10:40:58 main:574] : INFO : Epoch 1600 | loss: 0.00160665 | val_loss: 0.00121392 | Time: 1726.69 ms [2022-04-14 10:41:00 main:574] : INFO : Epoch 1601 | loss: 0.00114117 | val_loss: 0.00111191 | Time: 1708.51 ms [2022-04-14 10:41:02 main:574] : INFO : Epoch 1602 | loss: 0.000975902 | val_loss: 0.000644284 | Time: 1712.84 ms [2022-04-14 10:41:03 main:574] : INFO : Epoch 1603 | loss: 0.000581717 | val_loss: 0.000508413 | Time: 1723.33 ms [2022-04-14 10:41:05 main:574] : INFO : Epoch 1604 | loss: 0.000503096 | val_loss: 0.000477754 | Time: 1742.79 ms [2022-04-14 10:41:07 main:574] : INFO : Epoch 1605 | loss: 0.000482325 | val_loss: 0.000463828 | Time: 1827.52 ms [2022-04-14 10:41:09 main:574] : INFO : Epoch 1606 | loss: 0.000463232 | val_loss: 0.000445881 | Time: 1793.39 ms [2022-04-14 10:41:10 main:574] : INFO : Epoch 1607 | loss: 0.000448642 | val_loss: 0.000431524 | Time: 1712.61 ms [2022-04-14 10:41:12 main:574] : INFO : Epoch 1608 | loss: 0.000442299 | val_loss: 0.000436945 | Time: 1716.32 ms [2022-04-14 10:41:14 main:574] : INFO : Epoch 1609 | loss: 0.000435847 | val_loss: 0.000429083 | Time: 1718.11 ms [2022-04-14 10:41:16 main:574] : INFO : Epoch 1610 | loss: 0.000429248 | val_loss: 0.000421651 | Time: 1711.31 ms [2022-04-14 10:41:17 main:574] : INFO : Epoch 1611 | loss: 0.000421968 | val_loss: 0.00041297 | Time: 1720.74 ms [2022-04-14 10:41:19 main:574] : INFO : Epoch 1612 | loss: 0.000418299 | val_loss: 0.000408434 | Time: 1721.49 ms [2022-04-14 10:41:21 main:574] : INFO : Epoch 1613 | loss: 0.000413354 | val_loss: 0.000407914 | Time: 1715.42 ms [2022-04-14 10:41:22 main:574] : INFO : Epoch 1614 | loss: 0.000409908 | val_loss: 0.000402846 | Time: 1718.72 ms [2022-04-14 10:41:24 main:574] : INFO : Epoch 1615 | loss: 0.000410393 | val_loss: 0.00039996 | Time: 1749.67 ms [2022-04-14 10:41:26 main:574] : INFO : Epoch 1616 | loss: 0.000406329 | val_loss: 0.000396564 | Time: 1836.6 ms [2022-04-14 10:41:28 main:574] : INFO : Epoch 1617 | loss: 0.000401784 | val_loss: 0.000395288 | Time: 1770.1 ms [2022-04-14 10:41:30 main:574] : INFO : Epoch 1618 | loss: 0.000399293 | val_loss: 0.000394294 | Time: 1738.33 ms [2022-04-14 10:41:31 main:574] : INFO : Epoch 1619 | loss: 0.000398333 | val_loss: 0.000397208 | Time: 1751.62 ms [2022-04-14 10:41:33 main:574] : INFO : Epoch 1620 | loss: 0.000398255 | val_loss: 0.000390545 | Time: 1759.66 ms [2022-04-14 10:41:35 main:574] : INFO : Epoch 1621 | loss: 0.000394014 | val_loss: 0.00039027 | Time: 1766.39 ms [2022-04-14 10:41:37 main:574] : INFO : Epoch 1622 | loss: 0.000392087 | val_loss: 0.000385689 | Time: 1772.33 ms [2022-04-14 10:41:38 main:574] : INFO : Epoch 1623 | loss: 0.00038878 | val_loss: 0.000383747 | Time: 1806.74 ms [2022-04-14 10:41:40 main:574] : INFO : Epoch 1624 | loss: 0.000388781 | val_loss: 0.000381428 | Time: 1916.17 ms [2022-04-14 10:41:42 main:574] : INFO : Epoch 1625 | loss: 0.000385666 | val_loss: 0.000379933 | Time: 1849.32 ms [2022-04-14 10:41:44 main:574] : INFO : Epoch 1626 | loss: 0.000383904 | val_loss: 0.000378854 | Time: 1810.82 ms [2022-04-14 10:41:46 main:574] : INFO : Epoch 1627 | loss: 0.000382138 | val_loss: 0.000378539 | Time: 1755.39 ms [2022-04-14 10:41:48 main:574] : INFO : Epoch 1628 | loss: 0.000384528 | val_loss: 0.000387811 | Time: 1713.98 ms [2022-04-14 10:41:49 main:574] : INFO : Epoch 1629 | loss: 0.000381361 | val_loss: 0.000375475 | Time: 1719.79 ms [2022-04-14 10:41:51 main:574] : INFO : Epoch 1630 | loss: 0.000375598 | val_loss: 0.000370001 | Time: 1718.26 ms [2022-04-14 10:41:53 main:574] : INFO : Epoch 1631 | loss: 0.000373272 | val_loss: 0.000367278 | Time: 1724.27 ms [2022-04-14 10:41:54 main:574] : INFO : Epoch 1632 | loss: 0.000371466 | val_loss: 0.000366616 | Time: 1721.71 ms [2022-04-14 10:41:56 main:574] : INFO : Epoch 1633 | loss: 0.000370211 | val_loss: 0.000364514 | Time: 1724.78 ms [2022-04-14 10:41:58 main:574] : INFO : Epoch 1634 | loss: 0.000370506 | val_loss: 0.000363351 | Time: 1752.17 ms [2022-04-14 10:42:00 main:574] : INFO : Epoch 1635 | loss: 0.000369552 | val_loss: 0.000367002 | Time: 1744.82 ms [2022-04-14 10:42:01 main:574] : INFO : Epoch 1636 | loss: 0.000368782 | val_loss: 0.000369716 | Time: 1716.53 ms [2022-04-14 10:42:03 main:574] : INFO : Epoch 1637 | loss: 0.000370276 | val_loss: 0.000365735 | Time: 1730.89 ms [2022-04-14 10:42:05 main:574] : INFO : Epoch 1638 | loss: 0.000367458 | val_loss: 0.000368744 | Time: 1720.92 ms [2022-04-14 10:42:07 main:574] : INFO : Epoch 1639 | loss: 0.000372872 | val_loss: 0.000362824 | Time: 1718.22 ms [2022-04-14 10:42:08 main:574] : INFO : Epoch 1640 | loss: 0.000366768 | val_loss: 0.000364745 | Time: 1716.25 ms [2022-04-14 10:42:10 main:574] : INFO : Epoch 1641 | loss: 0.000364094 | val_loss: 0.000361347 | Time: 1720.99 ms [2022-04-14 10:42:12 main:574] : INFO : Epoch 1642 | loss: 0.000364225 | val_loss: 0.000361433 | Time: 1711.61 ms [2022-04-14 10:42:14 main:574] : INFO : Epoch 1643 | loss: 0.000363877 | val_loss: 0.000360948 | Time: 1729.69 ms [2022-04-14 10:42:15 main:574] : INFO : Epoch 1644 | loss: 0.000364933 | val_loss: 0.000361519 | Time: 1722.12 ms [2022-04-14 10:42:17 main:574] : INFO : Epoch 1645 | loss: 0.000361119 | val_loss: 0.000359434 | Time: 1721.72 ms [2022-04-14 10:42:19 main:574] : INFO : Epoch 1646 | loss: 0.000360277 | val_loss: 0.000358277 | Time: 1715.98 ms [2022-04-14 10:42:20 main:574] : INFO : Epoch 1647 | loss: 0.000360812 | val_loss: 0.000359586 | Time: 1716.13 ms [2022-04-14 10:42:22 main:574] : INFO : Epoch 1648 | loss: 0.000362213 | val_loss: 0.000357806 | Time: 1708.65 ms [2022-04-14 10:42:24 main:574] : INFO : Epoch 1649 | loss: 0.000362728 | val_loss: 0.000357841 | Time: 1725.46 ms [2022-04-14 10:42:26 main:574] : INFO : Epoch 1650 | loss: 0.000362503 | val_loss: 0.000356965 | Time: 1721.98 ms [2022-04-14 10:42:27 main:574] : INFO : Epoch 1651 | loss: 0.00036162 | val_loss: 0.000362658 | Time: 1738.55 ms [2022-04-14 10:42:29 main:574] : INFO : Epoch 1652 | loss: 0.000361782 | val_loss: 0.000356701 | Time: 1721.72 ms [2022-04-14 10:42:31 main:574] : INFO : Epoch 1653 | loss: 0.000359363 | val_loss: 0.00035474 | Time: 1790.7 ms [2022-04-14 10:42:33 main:574] : INFO : Epoch 1654 | loss: 0.000357477 | val_loss: 0.000360081 | Time: 1753.43 ms [2022-04-14 10:42:34 main:574] : INFO : Epoch 1655 | loss: 0.000363295 | val_loss: 0.000369063 | Time: 1728.01 ms [2022-04-14 10:42:36 main:574] : INFO : Epoch 1656 | loss: 0.000360674 | val_loss: 0.000354545 | Time: 1714.75 ms [2022-04-14 10:42:38 main:574] : INFO : Epoch 1657 | loss: 0.000357157 | val_loss: 0.00035297 | Time: 1723.82 ms [2022-04-14 10:42:40 main:574] : INFO : Epoch 1658 | loss: 0.000355194 | val_loss: 0.000353117 | Time: 1716.95 ms [2022-04-14 10:42:41 main:574] : INFO : Epoch 1659 | loss: 0.000346613 | val_loss: 0.000305763 | Time: 1719.01 ms [2022-04-14 10:42:43 main:574] : INFO : Epoch 1660 | loss: 0.000231669 | val_loss: 0.000214818 | Time: 1737.95 ms [2022-04-14 10:42:45 main:574] : INFO : Epoch 1661 | loss: 0.000185627 | val_loss: 0.000187756 | Time: 1725.18 ms [2022-04-14 10:42:47 main:574] : INFO : Epoch 1662 | loss: 0.000172778 | val_loss: 0.000188815 | Time: 1722.39 ms [2022-04-14 10:42:48 main:574] : INFO : Epoch 1663 | loss: 0.000171692 | val_loss: 0.000173886 | Time: 1719.05 ms [2022-04-14 10:42:50 main:574] : INFO : Epoch 1664 | loss: 0.000161735 | val_loss: 0.000172746 | Time: 1716.14 ms [2022-04-14 10:42:52 main:574] : INFO : Epoch 1665 | loss: 0.000157558 | val_loss: 0.000169903 | Time: 1721.9 ms [2022-04-14 10:42:53 main:574] : INFO : Epoch 1666 | loss: 0.000158012 | val_loss: 0.000169145 | Time: 1721.01 ms [2022-04-14 10:42:55 main:574] : INFO : Epoch 1667 | loss: 0.00015826 | val_loss: 0.000166811 | Time: 1717.75 ms [2022-04-14 10:42:57 main:574] : INFO : Epoch 1668 | loss: 0.000159961 | val_loss: 0.000173164 | Time: 1718.97 ms [2022-04-14 10:42:59 main:574] : INFO : Epoch 1669 | loss: 0.000157877 | val_loss: 0.000168415 | Time: 1727.86 ms [2022-04-14 10:43:00 main:574] : INFO : Epoch 1670 | loss: 0.000159825 | val_loss: 0.000169714 | Time: 1711.6 ms [2022-04-14 10:43:02 main:574] : INFO : Epoch 1671 | loss: 0.00015763 | val_loss: 0.000169027 | Time: 1724.83 ms [2022-04-14 10:43:04 main:574] : INFO : Epoch 1672 | loss: 0.000159538 | val_loss: 0.000166615 | Time: 1723.43 ms [2022-04-14 10:43:06 main:574] : INFO : Epoch 1673 | loss: 0.000160042 | val_loss: 0.000167793 | Time: 1723.77 ms [2022-04-14 10:43:07 main:574] : INFO : Epoch 1674 | loss: 0.000156547 | val_loss: 0.000168911 | Time: 1720.06 ms [2022-04-14 10:43:09 main:574] : INFO : Epoch 1675 | loss: 0.000156549 | val_loss: 0.000169536 | Time: 1728.64 ms [2022-04-14 10:43:11 main:574] : INFO : Epoch 1676 | loss: 0.000155501 | val_loss: 0.000168319 | Time: 1714.75 ms [2022-04-14 10:43:12 main:574] : INFO : Epoch 1677 | loss: 0.000157254 | val_loss: 0.000170444 | Time: 1717.94 ms [2022-04-14 10:43:14 main:574] : INFO : Epoch 1678 | loss: 0.000155188 | val_loss: 0.000169218 | Time: 1718.35 ms [2022-04-14 10:43:16 main:574] : INFO : Epoch 1679 | loss: 0.000158053 | val_loss: 0.000172281 | Time: 1726.14 ms [2022-04-14 10:43:18 main:574] : INFO : Epoch 1680 | loss: 0.000162096 | val_loss: 0.000173256 | Time: 1731.09 ms [2022-04-14 10:43:19 main:574] : INFO : Epoch 1681 | loss: 0.000157486 | val_loss: 0.00017245 | Time: 1727.95 ms [2022-04-14 10:43:21 main:574] : INFO : Epoch 1682 | loss: 0.000155474 | val_loss: 0.000162 | Time: 1723.84 ms [2022-04-14 10:43:23 main:574] : INFO : Epoch 1683 | loss: 0.000152422 | val_loss: 0.000164497 | Time: 1715.79 ms [2022-04-14 10:43:25 main:574] : INFO : Epoch 1684 | loss: 0.000154019 | val_loss: 0.000168687 | Time: 1711.77 ms [2022-04-14 10:43:26 main:574] : INFO : Epoch 1685 | loss: 0.000152349 | val_loss: 0.000163803 | Time: 1714.81 ms [2022-04-14 10:43:28 main:574] : INFO : Epoch 1686 | loss: 0.000150239 | val_loss: 0.000163127 | Time: 1719.33 ms [2022-04-14 10:43:30 main:574] : INFO : Epoch 1687 | loss: 0.000151333 | val_loss: 0.00016437 | Time: 1711.5 ms [2022-04-14 10:43:32 main:574] : INFO : Epoch 1688 | loss: 0.000149932 | val_loss: 0.000162288 | Time: 1719.17 ms [2022-04-14 10:43:33 main:574] : INFO : Epoch 1689 | loss: 0.000149299 | val_loss: 0.000165059 | Time: 1703.07 ms [2022-04-14 10:43:35 main:574] : INFO : Epoch 1690 | loss: 0.000150736 | val_loss: 0.000163273 | Time: 1723.66 ms [2022-04-14 10:43:37 main:574] : INFO : Epoch 1691 | loss: 0.000149048 | val_loss: 0.00016088 | Time: 1767.18 ms [2022-04-14 10:43:38 main:574] : INFO : Epoch 1692 | loss: 0.000156061 | val_loss: 0.000166683 | Time: 1733.92 ms [2022-04-14 10:43:40 main:574] : INFO : Epoch 1693 | loss: 0.000159126 | val_loss: 0.000166361 | Time: 1717.76 ms [2022-04-14 10:43:42 main:574] : INFO : Epoch 1694 | loss: 0.000155042 | val_loss: 0.00016556 | Time: 1724.56 ms [2022-04-14 10:43:44 main:574] : INFO : Epoch 1695 | loss: 0.000155044 | val_loss: 0.000165799 | Time: 1753.61 ms [2022-04-14 10:43:45 main:574] : INFO : Epoch 1696 | loss: 0.000154159 | val_loss: 0.000163403 | Time: 1767.82 ms [2022-04-14 10:43:47 main:574] : INFO : Epoch 1697 | loss: 0.000152235 | val_loss: 0.000161237 | Time: 1745.87 ms [2022-04-14 10:43:49 main:574] : INFO : Epoch 1698 | loss: 0.000150821 | val_loss: 0.000159813 | Time: 1715.49 ms [2022-04-14 10:43:51 main:574] : INFO : Epoch 1699 | loss: 0.000157469 | val_loss: 0.000165567 | Time: 1826.24 ms [2022-04-14 10:43:53 main:574] : INFO : Epoch 1700 | loss: 0.000155886 | val_loss: 0.00016972 | Time: 1782.92 ms [2022-04-14 10:43:54 main:574] : INFO : Epoch 1701 | loss: 0.000154398 | val_loss: 0.000163851 | Time: 1794.53 ms [2022-04-14 10:43:56 main:574] : INFO : Epoch 1702 | loss: 0.000153118 | val_loss: 0.000163034 | Time: 1744.28 ms [2022-04-14 10:43:58 main:574] : INFO : Epoch 1703 | loss: 0.00015118 | val_loss: 0.000157834 | Time: 1743.85 ms [2022-04-14 10:44:00 main:574] : INFO : Epoch 1704 | loss: 0.00015086 | val_loss: 0.000158228 | Time: 1724.82 ms [2022-04-14 10:44:01 main:574] : INFO : Epoch 1705 | loss: 0.000152411 | val_loss: 0.000159439 | Time: 1736.36 ms [2022-04-14 10:44:03 main:574] : INFO : Epoch 1706 | loss: 0.000151288 | val_loss: 0.000157764 | Time: 1725.95 ms [2022-04-14 10:44:05 main:574] : INFO : Epoch 1707 | loss: 0.000148223 | val_loss: 0.000154938 | Time: 1722.58 ms [2022-04-14 10:44:07 main:574] : INFO : Epoch 1708 | loss: 0.000146755 | val_loss: 0.00015606 | Time: 1716.91 ms [2022-04-14 10:44:08 main:574] : INFO : Epoch 1709 | loss: 0.000144105 | val_loss: 0.000153719 | Time: 1726.26 ms [2022-04-14 10:44:10 main:574] : INFO : Epoch 1710 | loss: 0.000145169 | val_loss: 0.000153325 | Time: 1713.01 ms [2022-04-14 10:44:12 main:574] : INFO : Epoch 1711 | loss: 0.000146926 | val_loss: 0.000154416 | Time: 1715.08 ms [2022-04-14 10:44:13 main:574] : INFO : Epoch 1712 | loss: 0.00014428 | val_loss: 0.000156033 | Time: 1732.05 ms [2022-04-14 10:44:15 main:574] : INFO : Epoch 1713 | loss: 0.000143866 | val_loss: 0.000152453 | Time: 1732.58 ms [2022-04-14 10:44:17 main:574] : INFO : Epoch 1714 | loss: 0.000143571 | val_loss: 0.000154184 | Time: 1729.96 ms [2022-04-14 10:44:19 main:574] : INFO : Epoch 1715 | loss: 0.000141565 | val_loss: 0.000156033 | Time: 1761.79 ms [2022-04-14 10:44:20 main:574] : INFO : Epoch 1716 | loss: 0.000144794 | val_loss: 0.000154484 | Time: 1719.23 ms [2022-04-14 10:44:22 main:574] : INFO : Epoch 1717 | loss: 0.000141923 | val_loss: 0.00015074 | Time: 1722.52 ms [2022-04-14 10:44:24 main:574] : INFO : Epoch 1718 | loss: 0.00014131 | val_loss: 0.000153072 | Time: 1720.42 ms [2022-04-14 10:44:26 main:574] : INFO : Epoch 1719 | loss: 0.000140532 | val_loss: 0.000148744 | Time: 1726.24 ms [2022-04-14 10:44:27 main:574] : INFO : Epoch 1720 | loss: 0.000140666 | val_loss: 0.00015219 | Time: 1713.26 ms [2022-04-14 10:44:29 main:574] : INFO : Epoch 1721 | loss: 0.000141828 | val_loss: 0.000152845 | Time: 1730.18 ms [2022-04-14 10:44:31 main:574] : INFO : Epoch 1722 | loss: 0.000142904 | val_loss: 0.000149493 | Time: 1758.75 ms [2022-04-14 10:44:33 main:574] : INFO : Epoch 1723 | loss: 0.00013994 | val_loss: 0.000148838 | Time: 1774.12 ms [2022-04-14 10:44:34 main:574] : INFO : Epoch 1724 | loss: 0.000140449 | val_loss: 0.000150955 | Time: 1738.13 ms [2022-04-14 10:44:36 main:574] : INFO : Epoch 1725 | loss: 0.000139531 | val_loss: 0.000147836 | Time: 1714.58 ms [2022-04-14 10:44:38 main:574] : INFO : Epoch 1726 | loss: 0.000136086 | val_loss: 0.000148082 | Time: 1748.76 ms [2022-04-14 10:44:40 main:574] : INFO : Epoch 1727 | loss: 0.000136968 | val_loss: 0.000145635 | Time: 1912.04 ms [2022-04-14 10:44:42 main:574] : INFO : Epoch 1728 | loss: 0.000137489 | val_loss: 0.000143094 | Time: 1732.12 ms [2022-04-14 10:44:43 main:574] : INFO : Epoch 1729 | loss: 0.000137168 | val_loss: 0.000147699 | Time: 1809.05 ms [2022-04-14 10:44:45 main:574] : INFO : Epoch 1730 | loss: 0.000137243 | val_loss: 0.000146533 | Time: 1803.84 ms [2022-04-14 10:44:47 main:574] : INFO : Epoch 1731 | loss: 0.0001381 | val_loss: 0.000147222 | Time: 1817.85 ms [2022-04-14 10:44:49 main:574] : INFO : Epoch 1732 | loss: 0.000140071 | val_loss: 0.00015058 | Time: 1924 ms [2022-04-14 10:44:51 main:574] : INFO : Epoch 1733 | loss: 0.000142192 | val_loss: 0.000151593 | Time: 1860.73 ms [2022-04-14 10:44:53 main:574] : INFO : Epoch 1734 | loss: 0.000146369 | val_loss: 0.000149097 | Time: 1752.73 ms [2022-04-14 10:44:54 main:574] : INFO : Epoch 1735 | loss: 0.000146918 | val_loss: 0.000153576 | Time: 1836.21 ms [2022-04-14 10:44:56 main:574] : INFO : Epoch 1736 | loss: 0.00014966 | val_loss: 0.000152061 | Time: 1733.9 ms [2022-04-14 10:44:58 main:574] : INFO : Epoch 1737 | loss: 0.000142311 | val_loss: 0.000149912 | Time: 1742.44 ms [2022-04-14 10:45:00 main:574] : INFO : Epoch 1738 | loss: 0.000139361 | val_loss: 0.000144421 | Time: 1731.49 ms [2022-04-14 10:45:01 main:574] : INFO : Epoch 1739 | loss: 0.000136118 | val_loss: 0.000144148 | Time: 1724.83 ms [2022-04-14 10:45:03 main:574] : INFO : Epoch 1740 | loss: 0.000136168 | val_loss: 0.000144223 | Time: 1717.54 ms [2022-04-14 10:45:05 main:574] : INFO : Epoch 1741 | loss: 0.000138209 | val_loss: 0.00014903 | Time: 1744.55 ms [2022-04-14 10:45:07 main:574] : INFO : Epoch 1742 | loss: 0.000138575 | val_loss: 0.000143792 | Time: 1717.13 ms [2022-04-14 10:45:08 main:574] : INFO : Epoch 1743 | loss: 0.000133213 | val_loss: 0.000141438 | Time: 1719.32 ms [2022-04-14 10:45:10 main:574] : INFO : Epoch 1744 | loss: 0.000130464 | val_loss: 0.000144254 | Time: 1759.1 ms [2022-04-14 10:45:12 main:574] : INFO : Epoch 1745 | loss: 0.000129447 | val_loss: 0.000143493 | Time: 1723.34 ms [2022-04-14 10:45:13 main:574] : INFO : Epoch 1746 | loss: 0.000133422 | val_loss: 0.00013922 | Time: 1710.45 ms [2022-04-14 10:45:15 main:574] : INFO : Epoch 1747 | loss: 0.000131091 | val_loss: 0.000139906 | Time: 1707.03 ms [2022-04-14 10:45:17 main:574] : INFO : Epoch 1748 | loss: 0.000132923 | val_loss: 0.000141919 | Time: 1723.43 ms [2022-04-14 10:45:19 main:574] : INFO : Epoch 1749 | loss: 0.000130631 | val_loss: 0.000139988 | Time: 1723.53 ms [2022-04-14 10:45:20 main:574] : INFO : Epoch 1750 | loss: 0.000130835 | val_loss: 0.000139826 | Time: 1747.25 ms [2022-04-14 10:45:22 main:574] : INFO : Epoch 1751 | loss: 0.00012969 | val_loss: 0.000139329 | Time: 1767.75 ms [2022-04-14 10:45:24 main:574] : INFO : Epoch 1752 | loss: 0.000139566 | val_loss: 0.000139835 | Time: 1915.41 ms [2022-04-14 10:45:26 main:574] : INFO : Epoch 1753 | loss: 0.000130292 | val_loss: 0.000140461 | Time: 1743.17 ms [2022-04-14 10:45:28 main:574] : INFO : Epoch 1754 | loss: 0.000129749 | val_loss: 0.000138098 | Time: 1771.56 ms [2022-04-14 10:45:29 main:574] : INFO : Epoch 1755 | loss: 0.00012888 | val_loss: 0.000146423 | Time: 1748.64 ms [2022-04-14 10:45:31 main:574] : INFO : Epoch 1756 | loss: 0.000129737 | val_loss: 0.000141306 | Time: 1774.87 ms [2022-04-14 10:45:33 main:574] : INFO : Epoch 1757 | loss: 0.000128947 | val_loss: 0.000142414 | Time: 1728.18 ms [2022-04-14 10:45:35 main:574] : INFO : Epoch 1758 | loss: 0.000128489 | val_loss: 0.000142471 | Time: 1709.7 ms [2022-04-14 10:45:36 main:574] : INFO : Epoch 1759 | loss: 0.000129277 | val_loss: 0.000136641 | Time: 1726.97 ms [2022-04-14 10:45:38 main:574] : INFO : Epoch 1760 | loss: 0.00012917 | val_loss: 0.000140051 | Time: 1731.39 ms [2022-04-14 10:45:40 main:574] : INFO : Epoch 1761 | loss: 0.000128987 | val_loss: 0.00014249 | Time: 1733.58 ms [2022-04-14 10:45:42 main:574] : INFO : Epoch 1762 | loss: 0.000129815 | val_loss: 0.000143913 | Time: 1716.75 ms [2022-04-14 10:45:43 main:574] : INFO : Epoch 1763 | loss: 0.000128885 | val_loss: 0.000142196 | Time: 1720.97 ms [2022-04-14 10:45:45 main:574] : INFO : Epoch 1764 | loss: 0.000133549 | val_loss: 0.000148657 | Time: 1718.05 ms [2022-04-14 10:45:47 main:574] : INFO : Epoch 1765 | loss: 0.00013106 | val_loss: 0.000142383 | Time: 1726.49 ms [2022-04-14 10:45:49 main:574] : INFO : Epoch 1766 | loss: 0.000133562 | val_loss: 0.000150461 | Time: 1770.92 ms [2022-04-14 10:45:50 main:574] : INFO : Epoch 1767 | loss: 0.000144944 | val_loss: 0.000158168 | Time: 1758.87 ms [2022-04-14 10:45:52 main:574] : INFO : Epoch 1768 | loss: 0.000140159 | val_loss: 0.000165235 | Time: 1839.11 ms [2022-04-14 10:45:54 main:574] : INFO : Epoch 1769 | loss: 0.000145606 | val_loss: 0.000149976 | Time: 1732.14 ms [2022-04-14 10:45:56 main:574] : INFO : Epoch 1770 | loss: 0.000151003 | val_loss: 0.000168449 | Time: 1719.68 ms [2022-04-14 10:45:57 main:574] : INFO : Epoch 1771 | loss: 0.000155492 | val_loss: 0.000153137 | Time: 1729.69 ms [2022-04-14 10:45:59 main:574] : INFO : Epoch 1772 | loss: 0.000143752 | val_loss: 0.000148953 | Time: 1735.8 ms [2022-04-14 10:46:01 main:574] : INFO : Epoch 1773 | loss: 0.000143929 | val_loss: 0.000157956 | Time: 1727.35 ms [2022-04-14 10:46:03 main:574] : INFO : Epoch 1774 | loss: 0.000142253 | val_loss: 0.000142657 | Time: 1712.68 ms [2022-04-14 10:46:04 main:574] : INFO : Epoch 1775 | loss: 0.000136668 | val_loss: 0.000143003 | Time: 1745.57 ms [2022-04-14 10:46:06 main:574] : INFO : Epoch 1776 | loss: 0.000133045 | val_loss: 0.000143353 | Time: 1725.2 ms [2022-04-14 10:46:08 main:574] : INFO : Epoch 1777 | loss: 0.000134103 | val_loss: 0.000148457 | Time: 1766.62 ms [2022-04-14 10:46:10 main:574] : INFO : Epoch 1778 | loss: 0.000138441 | val_loss: 0.000146113 | Time: 1886.62 ms [2022-04-14 10:46:12 main:574] : INFO : Epoch 1779 | loss: 0.000135111 | val_loss: 0.000143761 | Time: 1791.74 ms [2022-04-14 10:46:13 main:574] : INFO : Epoch 1780 | loss: 0.000131924 | val_loss: 0.000140635 | Time: 1734.74 ms [2022-04-14 10:46:15 main:574] : INFO : Epoch 1781 | loss: 0.000136244 | val_loss: 0.000144155 | Time: 1750.79 ms [2022-04-14 10:46:17 main:574] : INFO : Epoch 1782 | loss: 0.000133475 | val_loss: 0.000140479 | Time: 1764.45 ms [2022-04-14 10:46:19 main:574] : INFO : Epoch 1783 | loss: 0.000132024 | val_loss: 0.000144026 | Time: 1739.25 ms [2022-04-14 10:46:20 main:574] : INFO : Epoch 1784 | loss: 0.000131929 | val_loss: 0.000142174 | Time: 1735.38 ms [2022-04-14 10:46:22 main:574] : INFO : Epoch 1785 | loss: 0.000135204 | val_loss: 0.000145463 | Time: 1771.99 ms [2022-04-14 10:46:24 main:574] : INFO : Epoch 1786 | loss: 0.000130627 | val_loss: 0.000134115 | Time: 1777.55 ms [2022-04-14 10:46:26 main:574] : INFO : Epoch 1787 | loss: 0.000133532 | val_loss: 0.000140476 | Time: 1724.05 ms [2022-04-14 10:46:27 main:574] : INFO : Epoch 1788 | loss: 0.000130089 | val_loss: 0.000135808 | Time: 1768.72 ms [2022-04-14 10:46:29 main:574] : INFO : Epoch 1789 | loss: 0.000126579 | val_loss: 0.000131389 | Time: 1775.75 ms [2022-04-14 10:46:31 main:574] : INFO : Epoch 1790 | loss: 0.00012874 | val_loss: 0.000135017 | Time: 2103 ms [2022-04-14 10:46:33 main:574] : INFO : Epoch 1791 | loss: 0.000129059 | val_loss: 0.000142749 | Time: 1870.13 ms [2022-04-14 10:46:35 main:574] : INFO : Epoch 1792 | loss: 0.000129077 | val_loss: 0.000136466 | Time: 1857.61 ms [2022-04-14 10:46:37 main:574] : INFO : Epoch 1793 | loss: 0.000129656 | val_loss: 0.000134682 | Time: 1845.64 ms [2022-04-14 10:46:39 main:574] : INFO : Epoch 1794 | loss: 0.000143973 | val_loss: 0.00015105 | Time: 1854.65 ms [2022-04-14 10:46:41 main:574] : INFO : Epoch 1795 | loss: 0.000138062 | val_loss: 0.000141144 | Time: 1837.01 ms [2022-04-14 10:46:42 main:574] : INFO : Epoch 1796 | loss: 0.000139628 | val_loss: 0.00013985 | Time: 1847.99 ms [2022-04-14 10:46:44 main:574] : INFO : Epoch 1797 | loss: 0.000138435 | val_loss: 0.000149553 | Time: 1860.79 ms [2022-04-14 10:46:46 main:574] : INFO : Epoch 1798 | loss: 0.000137422 | val_loss: 0.000144296 | Time: 1860.35 ms [2022-04-14 10:46:48 main:574] : INFO : Epoch 1799 | loss: 0.000140247 | val_loss: 0.000145059 | Time: 1774.7 ms [2022-04-14 10:46:50 main:574] : INFO : Epoch 1800 | loss: 0.000135574 | val_loss: 0.000140966 | Time: 1745.02 ms [2022-04-14 10:46:51 main:574] : INFO : Epoch 1801 | loss: 0.000131009 | val_loss: 0.000135417 | Time: 1737.19 ms [2022-04-14 10:46:53 main:574] : INFO : Epoch 1802 | loss: 0.00012817 | val_loss: 0.000132736 | Time: 1783.59 ms [2022-04-14 10:46:55 main:574] : INFO : Epoch 1803 | loss: 0.00012539 | val_loss: 0.000129843 | Time: 1772.47 ms [2022-04-14 10:46:57 main:574] : INFO : Epoch 1804 | loss: 0.000124182 | val_loss: 0.000130269 | Time: 1781.83 ms [2022-04-14 10:46:59 main:574] : INFO : Epoch 1805 | loss: 0.000125134 | val_loss: 0.000128962 | Time: 1811.13 ms [2022-04-14 10:47:00 main:574] : INFO : Epoch 1806 | loss: 0.000124742 | val_loss: 0.000131302 | Time: 1733.82 ms [2022-04-14 10:47:02 main:574] : INFO : Epoch 1807 | loss: 0.000125997 | val_loss: 0.000128413 | Time: 1729.75 ms [2022-04-14 10:47:04 main:574] : INFO : Epoch 1808 | loss: 0.00012338 | val_loss: 0.000130933 | Time: 1727.7 ms [2022-04-14 10:47:06 main:574] : INFO : Epoch 1809 | loss: 0.000130973 | val_loss: 0.000136247 | Time: 1732.08 ms [2022-04-14 10:47:07 main:574] : INFO : Epoch 1810 | loss: 0.000134878 | val_loss: 0.000144091 | Time: 1731.11 ms [2022-04-14 10:47:09 main:574] : INFO : Epoch 1811 | loss: 0.000126633 | val_loss: 0.000129538 | Time: 1729.1 ms [2022-04-14 10:47:11 main:574] : INFO : Epoch 1812 | loss: 0.000123665 | val_loss: 0.000131996 | Time: 1727.3 ms [2022-04-14 10:47:13 main:574] : INFO : Epoch 1813 | loss: 0.000123816 | val_loss: 0.000128527 | Time: 1796.54 ms [2022-04-14 10:47:14 main:574] : INFO : Epoch 1814 | loss: 0.00012314 | val_loss: 0.000132975 | Time: 1878.88 ms [2022-04-14 10:47:16 main:574] : INFO : Epoch 1815 | loss: 0.000126592 | val_loss: 0.000131465 | Time: 1748.41 ms [2022-04-14 10:47:18 main:574] : INFO : Epoch 1816 | loss: 0.000133991 | val_loss: 0.000139288 | Time: 1738.88 ms [2022-04-14 10:47:20 main:574] : INFO : Epoch 1817 | loss: 0.000125998 | val_loss: 0.000128834 | Time: 1722.48 ms [2022-04-14 10:47:22 main:574] : INFO : Epoch 1818 | loss: 0.000123538 | val_loss: 0.000125599 | Time: 1977.24 ms [2022-04-14 10:47:24 main:574] : INFO : Epoch 1819 | loss: 0.000121125 | val_loss: 0.000126868 | Time: 1911.58 ms [2022-04-14 10:47:25 main:574] : INFO : Epoch 1820 | loss: 0.000119981 | val_loss: 0.000127011 | Time: 1754.25 ms [2022-04-14 10:47:27 main:574] : INFO : Epoch 1821 | loss: 0.000123136 | val_loss: 0.000136578 | Time: 1720.25 ms [2022-04-14 10:47:29 main:574] : INFO : Epoch 1822 | loss: 0.000123585 | val_loss: 0.00012871 | Time: 1717.14 ms [2022-04-14 10:47:31 main:574] : INFO : Epoch 1823 | loss: 0.000125558 | val_loss: 0.00013061 | Time: 1727.18 ms [2022-04-14 10:47:32 main:574] : INFO : Epoch 1824 | loss: 0.0001248 | val_loss: 0.000129134 | Time: 1776.1 ms [2022-04-14 10:47:34 main:574] : INFO : Epoch 1825 | loss: 0.000123122 | val_loss: 0.00012853 | Time: 1715.45 ms [2022-04-14 10:47:36 main:574] : INFO : Epoch 1826 | loss: 0.000122896 | val_loss: 0.000131074 | Time: 1806.67 ms [2022-04-14 10:47:38 main:574] : INFO : Epoch 1827 | loss: 0.000122372 | val_loss: 0.000125588 | Time: 1855.9 ms [2022-04-14 10:47:40 main:574] : INFO : Epoch 1828 | loss: 0.000120904 | val_loss: 0.000132645 | Time: 1774.97 ms [2022-04-14 10:47:41 main:574] : INFO : Epoch 1829 | loss: 0.000145776 | val_loss: 0.000150618 | Time: 1767.54 ms [2022-04-14 10:47:43 main:574] : INFO : Epoch 1830 | loss: 0.000156438 | val_loss: 0.00014286 | Time: 1708.29 ms [2022-04-14 10:47:45 main:574] : INFO : Epoch 1831 | loss: 0.000166505 | val_loss: 0.000204866 | Time: 1812.45 ms [2022-04-14 10:47:47 main:574] : INFO : Epoch 1832 | loss: 0.00159225 | val_loss: 0.005398 | Time: 1722.96 ms [2022-04-14 10:47:48 main:574] : INFO : Epoch 1833 | loss: 0.00232888 | val_loss: 0.00104433 | Time: 1726.91 ms [2022-04-14 10:47:50 main:574] : INFO : Epoch 1834 | loss: 0.000587014 | val_loss: 0.000372998 | Time: 1747.97 ms [2022-04-14 10:47:52 main:574] : INFO : Epoch 1835 | loss: 0.000283132 | val_loss: 0.000245037 | Time: 1777.72 ms [2022-04-14 10:47:54 main:574] : INFO : Epoch 1836 | loss: 0.000221379 | val_loss: 0.000196444 | Time: 1781.01 ms [2022-04-14 10:47:55 main:574] : INFO : Epoch 1837 | loss: 0.000178697 | val_loss: 0.000184021 | Time: 1732.44 ms [2022-04-14 10:47:57 main:574] : INFO : Epoch 1838 | loss: 0.000171272 | val_loss: 0.00017074 | Time: 1722.89 ms [2022-04-14 10:47:59 main:574] : INFO : Epoch 1839 | loss: 0.000160948 | val_loss: 0.000164824 | Time: 1706.43 ms [2022-04-14 10:48:01 main:574] : INFO : Epoch 1840 | loss: 0.000155899 | val_loss: 0.000160802 | Time: 1822.11 ms [2022-04-14 10:48:03 main:574] : INFO : Epoch 1841 | loss: 0.000151523 | val_loss: 0.000157556 | Time: 1999.02 ms [2022-04-14 10:48:05 main:574] : INFO : Epoch 1842 | loss: 0.000148779 | val_loss: 0.000155782 | Time: 1849.26 ms [2022-04-14 10:48:06 main:574] : INFO : Epoch 1843 | loss: 0.000145957 | val_loss: 0.00015091 | Time: 1794.16 ms [2022-04-14 10:48:08 main:574] : INFO : Epoch 1844 | loss: 0.000144619 | val_loss: 0.000147872 | Time: 1909.99 ms [2022-04-14 10:48:10 main:574] : INFO : Epoch 1845 | loss: 0.000141427 | val_loss: 0.000148707 | Time: 1772.99 ms [2022-04-14 10:48:12 main:574] : INFO : Epoch 1846 | loss: 0.000143108 | val_loss: 0.000147508 | Time: 1772.71 ms [2022-04-14 10:48:14 main:574] : INFO : Epoch 1847 | loss: 0.000141104 | val_loss: 0.000146501 | Time: 1763.63 ms [2022-04-14 10:48:15 main:574] : INFO : Epoch 1848 | loss: 0.000139255 | val_loss: 0.000146166 | Time: 1715.05 ms [2022-04-14 10:48:17 main:574] : INFO : Epoch 1849 | loss: 0.000138747 | val_loss: 0.000146377 | Time: 1720.34 ms [2022-04-14 10:48:19 main:574] : INFO : Epoch 1850 | loss: 0.000138077 | val_loss: 0.000143353 | Time: 1731.49 ms [2022-04-14 10:48:21 main:574] : INFO : Epoch 1851 | loss: 0.000136507 | val_loss: 0.000143835 | Time: 1721.85 ms [2022-04-14 10:48:22 main:574] : INFO : Epoch 1852 | loss: 0.0001358 | val_loss: 0.000145058 | Time: 1715.66 ms [2022-04-14 10:48:24 main:574] : INFO : Epoch 1853 | loss: 0.000135258 | val_loss: 0.000141658 | Time: 1724.22 ms [2022-04-14 10:48:26 main:574] : INFO : Epoch 1854 | loss: 0.000135104 | val_loss: 0.000141315 | Time: 1711.79 ms [2022-04-14 10:48:27 main:574] : INFO : Epoch 1855 | loss: 0.000133233 | val_loss: 0.000138891 | Time: 1726.8 ms [2022-04-14 10:48:29 main:574] : INFO : Epoch 1856 | loss: 0.000130622 | val_loss: 0.000138303 | Time: 1715.33 ms [2022-04-14 10:48:31 main:574] : INFO : Epoch 1857 | loss: 0.000128314 | val_loss: 0.000137138 | Time: 1724.71 ms [2022-04-14 10:48:33 main:574] : INFO : Epoch 1858 | loss: 0.000128637 | val_loss: 0.000137153 | Time: 1737.99 ms [2022-04-14 10:48:34 main:574] : INFO : Epoch 1859 | loss: 0.000128407 | val_loss: 0.000136303 | Time: 1713.91 ms [2022-04-14 10:48:36 main:574] : INFO : Epoch 1860 | loss: 0.000127357 | val_loss: 0.000136276 | Time: 1727.86 ms [2022-04-14 10:48:38 main:574] : INFO : Epoch 1861 | loss: 0.000125837 | val_loss: 0.000134964 | Time: 1729.15 ms [2022-04-14 10:48:40 main:574] : INFO : Epoch 1862 | loss: 0.000125354 | val_loss: 0.000134144 | Time: 1727.13 ms [2022-04-14 10:48:41 main:574] : INFO : Epoch 1863 | loss: 0.000124322 | val_loss: 0.000132734 | Time: 1715.08 ms [2022-04-14 10:48:43 main:574] : INFO : Epoch 1864 | loss: 0.00012418 | val_loss: 0.000129073 | Time: 1703.67 ms [2022-04-14 10:48:45 main:574] : INFO : Epoch 1865 | loss: 0.000123718 | val_loss: 0.000130276 | Time: 1728.99 ms [2022-04-14 10:48:46 main:574] : INFO : Epoch 1866 | loss: 0.000122646 | val_loss: 0.0001294 | Time: 1706.12 ms [2022-04-14 10:48:48 main:574] : INFO : Epoch 1867 | loss: 0.000121614 | val_loss: 0.000129855 | Time: 1726.41 ms [2022-04-14 10:48:50 main:574] : INFO : Epoch 1868 | loss: 0.000121667 | val_loss: 0.000128701 | Time: 1717.54 ms [2022-04-14 10:48:52 main:574] : INFO : Epoch 1869 | loss: 0.000125929 | val_loss: 0.000132701 | Time: 1728.58 ms [2022-04-14 10:48:53 main:574] : INFO : Epoch 1870 | loss: 0.000124571 | val_loss: 0.000130031 | Time: 1728.6 ms [2022-04-14 10:48:55 main:574] : INFO : Epoch 1871 | loss: 0.000122996 | val_loss: 0.000128978 | Time: 1711.52 ms [2022-04-14 10:48:57 main:574] : INFO : Epoch 1872 | loss: 0.00012129 | val_loss: 0.000125745 | Time: 1738.1 ms [2022-04-14 10:48:59 main:574] : INFO : Epoch 1873 | loss: 0.000121665 | val_loss: 0.000125528 | Time: 1726.92 ms [2022-04-14 10:49:00 main:574] : INFO : Epoch 1874 | loss: 0.000119735 | val_loss: 0.000124731 | Time: 1722.26 ms [2022-04-14 10:49:02 main:574] : INFO : Epoch 1875 | loss: 0.000121153 | val_loss: 0.000126414 | Time: 1717.43 ms [2022-04-14 10:49:04 main:574] : INFO : Epoch 1876 | loss: 0.000120204 | val_loss: 0.000125571 | Time: 1710.32 ms [2022-04-14 10:49:06 main:574] : INFO : Epoch 1877 | loss: 0.000119121 | val_loss: 0.000126524 | Time: 1732.69 ms [2022-04-14 10:49:07 main:574] : INFO : Epoch 1878 | loss: 0.000152824 | val_loss: 0.00016345 | Time: 1765.39 ms [2022-04-14 10:49:09 main:574] : INFO : Epoch 1879 | loss: 0.000149811 | val_loss: 0.000140385 | Time: 1741.37 ms [2022-04-14 10:49:11 main:574] : INFO : Epoch 1880 | loss: 0.000137183 | val_loss: 0.000133693 | Time: 1735.15 ms [2022-04-14 10:49:12 main:574] : INFO : Epoch 1881 | loss: 0.000129934 | val_loss: 0.000134448 | Time: 1714.15 ms [2022-04-14 10:49:14 main:574] : INFO : Epoch 1882 | loss: 0.000128989 | val_loss: 0.000133217 | Time: 1737.22 ms [2022-04-14 10:49:16 main:574] : INFO : Epoch 1883 | loss: 0.000127081 | val_loss: 0.000133314 | Time: 1720.78 ms [2022-04-14 10:49:18 main:574] : INFO : Epoch 1884 | loss: 0.000126128 | val_loss: 0.000130719 | Time: 1715.52 ms [2022-04-14 10:49:19 main:574] : INFO : Epoch 1885 | loss: 0.00012449 | val_loss: 0.000128585 | Time: 1715.48 ms [2022-04-14 10:49:21 main:574] : INFO : Epoch 1886 | loss: 0.00012334 | val_loss: 0.000130464 | Time: 1729.36 ms [2022-04-14 10:49:23 main:574] : INFO : Epoch 1887 | loss: 0.000124071 | val_loss: 0.000129986 | Time: 1713.98 ms [2022-04-14 10:49:25 main:574] : INFO : Epoch 1888 | loss: 0.000124155 | val_loss: 0.000130073 | Time: 1720.19 ms [2022-04-14 10:49:26 main:574] : INFO : Epoch 1889 | loss: 0.000122522 | val_loss: 0.000129673 | Time: 1722.7 ms [2022-04-14 10:49:28 main:574] : INFO : Epoch 1890 | loss: 0.000123244 | val_loss: 0.000129513 | Time: 1767.63 ms [2022-04-14 10:49:30 main:574] : INFO : Epoch 1891 | loss: 0.000123705 | val_loss: 0.000131644 | Time: 1803.41 ms [2022-04-14 10:49:32 main:574] : INFO : Epoch 1892 | loss: 0.000124124 | val_loss: 0.000130437 | Time: 1797.96 ms [2022-04-14 10:49:33 main:574] : INFO : Epoch 1893 | loss: 0.000122304 | val_loss: 0.000130615 | Time: 1722.86 ms [2022-04-14 10:49:35 main:574] : INFO : Epoch 1894 | loss: 0.000120929 | val_loss: 0.00013034 | Time: 1716.68 ms [2022-04-14 10:49:37 main:574] : INFO : Epoch 1895 | loss: 0.000121221 | val_loss: 0.000129541 | Time: 1748.24 ms [2022-04-14 10:49:39 main:574] : INFO : Epoch 1896 | loss: 0.000121141 | val_loss: 0.000131122 | Time: 1722.99 ms [2022-04-14 10:49:40 main:574] : INFO : Epoch 1897 | loss: 0.000123285 | val_loss: 0.000140006 | Time: 1713.77 ms [2022-04-14 10:49:42 main:574] : INFO : Epoch 1898 | loss: 0.000128716 | val_loss: 0.000130389 | Time: 1726.14 ms [2022-04-14 10:49:44 main:574] : INFO : Epoch 1899 | loss: 0.000122227 | val_loss: 0.000129379 | Time: 1715.65 ms [2022-04-14 10:49:46 main:574] : INFO : Epoch 1900 | loss: 0.000120943 | val_loss: 0.000127786 | Time: 1759.73 ms [2022-04-14 10:49:47 main:574] : INFO : Epoch 1901 | loss: 0.000121048 | val_loss: 0.000129202 | Time: 1733.47 ms [2022-04-14 10:49:49 main:574] : INFO : Epoch 1902 | loss: 0.000120693 | val_loss: 0.000129124 | Time: 1710.72 ms [2022-04-14 10:49:51 main:574] : INFO : Epoch 1903 | loss: 0.000120566 | val_loss: 0.000131167 | Time: 1807.11 ms [2022-04-14 10:49:53 main:574] : INFO : Epoch 1904 | loss: 0.000121789 | val_loss: 0.000129961 | Time: 1738.44 ms [2022-04-14 10:49:54 main:574] : INFO : Epoch 1905 | loss: 0.00011987 | val_loss: 0.000128946 | Time: 1734.35 ms [2022-04-14 10:49:56 main:574] : INFO : Epoch 1906 | loss: 0.000122982 | val_loss: 0.00013225 | Time: 1742.71 ms [2022-04-14 10:49:58 main:574] : INFO : Epoch 1907 | loss: 0.000121501 | val_loss: 0.00013096 | Time: 1937.62 ms [2022-04-14 10:50:00 main:574] : INFO : Epoch 1908 | loss: 0.000121344 | val_loss: 0.000128748 | Time: 1786.87 ms [2022-04-14 10:50:02 main:574] : INFO : Epoch 1909 | loss: 0.000122568 | val_loss: 0.00013166 | Time: 1904.95 ms [2022-04-14 10:50:04 main:574] : INFO : Epoch 1910 | loss: 0.000121193 | val_loss: 0.000127969 | Time: 1779.72 ms [2022-04-14 10:50:05 main:574] : INFO : Epoch 1911 | loss: 0.000120757 | val_loss: 0.000132617 | Time: 1778.59 ms [2022-04-14 10:50:07 main:574] : INFO : Epoch 1912 | loss: 0.00012485 | val_loss: 0.000129228 | Time: 1775.28 ms [2022-04-14 10:50:09 main:574] : INFO : Epoch 1913 | loss: 0.000120447 | val_loss: 0.000132125 | Time: 1808.13 ms [2022-04-14 10:50:11 main:574] : INFO : Epoch 1914 | loss: 0.000122314 | val_loss: 0.00012807 | Time: 1770.17 ms [2022-04-14 10:50:13 main:574] : INFO : Epoch 1915 | loss: 0.000120929 | val_loss: 0.000131072 | Time: 1791.79 ms [2022-04-14 10:50:14 main:574] : INFO : Epoch 1916 | loss: 0.000122339 | val_loss: 0.000127954 | Time: 1864.54 ms [2022-04-14 10:50:16 main:574] : INFO : Epoch 1917 | loss: 0.00011917 | val_loss: 0.000125793 | Time: 1800.62 ms [2022-04-14 10:50:18 main:574] : INFO : Epoch 1918 | loss: 0.000119223 | val_loss: 0.000125797 | Time: 1821.66 ms [2022-04-14 10:50:20 main:574] : INFO : Epoch 1919 | loss: 0.000119937 | val_loss: 0.000129988 | Time: 1780.6 ms [2022-04-14 10:50:22 main:574] : INFO : Epoch 1920 | loss: 0.00012384 | val_loss: 0.000129569 | Time: 1796.67 ms [2022-04-14 10:50:23 main:574] : INFO : Epoch 1921 | loss: 0.000120903 | val_loss: 0.000124254 | Time: 1772.7 ms [2022-04-14 10:50:25 main:574] : INFO : Epoch 1922 | loss: 0.000119851 | val_loss: 0.000123178 | Time: 1808.19 ms [2022-04-14 10:50:27 main:574] : INFO : Epoch 1923 | loss: 0.000122075 | val_loss: 0.000127473 | Time: 1775.23 ms [2022-04-14 10:50:29 main:574] : INFO : Epoch 1924 | loss: 0.000119708 | val_loss: 0.000126348 | Time: 1735.69 ms [2022-04-14 10:50:31 main:574] : INFO : Epoch 1925 | loss: 0.000118425 | val_loss: 0.000124794 | Time: 1780.48 ms [2022-04-14 10:50:32 main:574] : INFO : Epoch 1926 | loss: 0.000121443 | val_loss: 0.000123921 | Time: 1767.99 ms [2022-04-14 10:50:34 main:574] : INFO : Epoch 1927 | loss: 0.000118461 | val_loss: 0.000121918 | Time: 1754.04 ms [2022-04-14 10:50:36 main:574] : INFO : Epoch 1928 | loss: 0.000117525 | val_loss: 0.00012321 | Time: 1750.83 ms [2022-04-14 10:50:38 main:574] : INFO : Epoch 1929 | loss: 0.000126471 | val_loss: 0.000139039 | Time: 1761.9 ms [2022-04-14 10:50:39 main:574] : INFO : Epoch 1930 | loss: 0.000124476 | val_loss: 0.000124522 | Time: 1759.95 ms [2022-04-14 10:50:41 main:574] : INFO : Epoch 1931 | loss: 0.000119243 | val_loss: 0.000121818 | Time: 1757.37 ms [2022-04-14 10:50:43 main:574] : INFO : Epoch 1932 | loss: 0.000118608 | val_loss: 0.000123034 | Time: 1761.87 ms [2022-04-14 10:50:45 main:574] : INFO : Epoch 1933 | loss: 0.000118693 | val_loss: 0.000121791 | Time: 1770.85 ms [2022-04-14 10:50:46 main:574] : INFO : Epoch 1934 | loss: 0.000118184 | val_loss: 0.000121929 | Time: 1765.55 ms [2022-04-14 10:50:48 main:574] : INFO : Epoch 1935 | loss: 0.000118113 | val_loss: 0.000126445 | Time: 1772.23 ms [2022-04-14 10:50:50 main:574] : INFO : Epoch 1936 | loss: 0.000119528 | val_loss: 0.000125359 | Time: 1762.86 ms [2022-04-14 10:50:52 main:574] : INFO : Epoch 1937 | loss: 0.000120152 | val_loss: 0.000121557 | Time: 1772 ms [2022-04-14 10:50:54 main:574] : INFO : Epoch 1938 | loss: 0.000118174 | val_loss: 0.000120579 | Time: 1779.4 ms [2022-04-14 10:50:55 main:574] : INFO : Epoch 1939 | loss: 0.000117528 | val_loss: 0.000122412 | Time: 1775 ms [2022-04-14 10:50:57 main:574] : INFO : Epoch 1940 | loss: 0.000119607 | val_loss: 0.000128676 | Time: 1760.43 ms [2022-04-14 10:50:59 main:574] : INFO : Epoch 1941 | loss: 0.00011991 | val_loss: 0.000123553 | Time: 1765.1 ms [2022-04-14 10:51:01 main:574] : INFO : Epoch 1942 | loss: 0.000118315 | val_loss: 0.00012679 | Time: 1757.4 ms [2022-04-14 10:51:02 main:574] : INFO : Epoch 1943 | loss: 0.000119244 | val_loss: 0.000123303 | Time: 1774.19 ms [2022-04-14 10:51:04 main:574] : INFO : Epoch 1944 | loss: 0.000122655 | val_loss: 0.000123766 | Time: 1764.49 ms [2022-04-14 10:51:06 main:574] : INFO : Epoch 1945 | loss: 0.000118005 | val_loss: 0.000123568 | Time: 1768.73 ms [2022-04-14 10:51:08 main:574] : INFO : Epoch 1946 | loss: 0.000119848 | val_loss: 0.000127218 | Time: 1787.46 ms [2022-04-14 10:51:10 main:574] : INFO : Epoch 1947 | loss: 0.000122469 | val_loss: 0.000131023 | Time: 1770.13 ms [2022-04-14 10:51:11 main:574] : INFO : Epoch 1948 | loss: 0.000120168 | val_loss: 0.000126411 | Time: 1752.57 ms [2022-04-14 10:51:13 main:574] : INFO : Epoch 1949 | loss: 0.000119743 | val_loss: 0.000123963 | Time: 1760.5 ms [2022-04-14 10:51:15 main:574] : INFO : Epoch 1950 | loss: 0.000118646 | val_loss: 0.000121943 | Time: 1765.96 ms [2022-04-14 10:51:17 main:574] : INFO : Epoch 1951 | loss: 0.000117886 | val_loss: 0.000122528 | Time: 1774.23 ms [2022-04-14 10:51:18 main:574] : INFO : Epoch 1952 | loss: 0.00012107 | val_loss: 0.000125626 | Time: 1798.92 ms [2022-04-14 10:51:20 main:574] : INFO : Epoch 1953 | loss: 0.000118497 | val_loss: 0.000121554 | Time: 1800.95 ms [2022-04-14 10:51:22 main:574] : INFO : Epoch 1954 | loss: 0.000118801 | val_loss: 0.000122584 | Time: 1767.77 ms [2022-04-14 10:51:24 main:574] : INFO : Epoch 1955 | loss: 0.000118343 | val_loss: 0.000123384 | Time: 1763.27 ms [2022-04-14 10:51:26 main:574] : INFO : Epoch 1956 | loss: 0.000119962 | val_loss: 0.000127537 | Time: 1770.93 ms [2022-04-14 10:51:27 main:574] : INFO : Epoch 1957 | loss: 0.000121459 | val_loss: 0.000123639 | Time: 1774.25 ms [2022-04-14 10:51:29 main:574] : INFO : Epoch 1958 | loss: 0.000119856 | val_loss: 0.000120444 | Time: 1765.87 ms [2022-04-14 10:51:31 main:574] : INFO : Epoch 1959 | loss: 0.000115802 | val_loss: 0.000119305 | Time: 1777.16 ms [2022-04-14 10:51:33 main:574] : INFO : Epoch 1960 | loss: 0.000116802 | val_loss: 0.000124318 | Time: 1772.81 ms [2022-04-14 10:51:35 main:574] : INFO : Epoch 1961 | loss: 0.000116981 | val_loss: 0.000120636 | Time: 1763.44 ms [2022-04-14 10:51:36 main:574] : INFO : Epoch 1962 | loss: 0.000117686 | val_loss: 0.000121138 | Time: 1767.46 ms [2022-04-14 10:51:38 main:574] : INFO : Epoch 1963 | loss: 0.000122059 | val_loss: 0.000131076 | Time: 1770.22 ms [2022-04-14 10:51:40 main:574] : INFO : Epoch 1964 | loss: 0.000124146 | val_loss: 0.000122789 | Time: 1774.13 ms [2022-04-14 10:51:42 main:574] : INFO : Epoch 1965 | loss: 0.000121717 | val_loss: 0.000131765 | Time: 1788.03 ms [2022-04-14 10:51:43 main:574] : INFO : Epoch 1966 | loss: 0.000122789 | val_loss: 0.000124219 | Time: 1775.2 ms [2022-04-14 10:51:45 main:574] : INFO : Epoch 1967 | loss: 0.000116098 | val_loss: 0.00011941 | Time: 1766.64 ms [2022-04-14 10:51:47 main:574] : INFO : Epoch 1968 | loss: 0.000117334 | val_loss: 0.000115717 | Time: 1766.57 ms [2022-04-14 10:51:49 main:574] : INFO : Epoch 1969 | loss: 0.0001131 | val_loss: 0.000114832 | Time: 1774.04 ms [2022-04-14 10:51:51 main:574] : INFO : Epoch 1970 | loss: 0.000113788 | val_loss: 0.000118593 | Time: 1768.37 ms [2022-04-14 10:51:52 main:574] : INFO : Epoch 1971 | loss: 0.00011226 | val_loss: 0.0001129 | Time: 1769.75 ms [2022-04-14 10:51:54 main:574] : INFO : Epoch 1972 | loss: 0.000111332 | val_loss: 0.000112583 | Time: 1751.32 ms [2022-04-14 10:51:56 main:574] : INFO : Epoch 1973 | loss: 0.000114086 | val_loss: 0.000125412 | Time: 1775.08 ms [2022-04-14 10:51:58 main:574] : INFO : Epoch 1974 | loss: 0.000118422 | val_loss: 0.000114683 | Time: 1784.23 ms [2022-04-14 10:51:59 main:574] : INFO : Epoch 1975 | loss: 0.000113904 | val_loss: 0.000113534 | Time: 1779.09 ms [2022-04-14 10:52:01 main:574] : INFO : Epoch 1976 | loss: 0.000111468 | val_loss: 0.000108846 | Time: 1762.21 ms [2022-04-14 10:52:03 main:574] : INFO : Epoch 1977 | loss: 0.000109989 | val_loss: 0.000110216 | Time: 1784.24 ms [2022-04-14 10:52:05 main:574] : INFO : Epoch 1978 | loss: 0.000110227 | val_loss: 0.000114735 | Time: 1775.04 ms [2022-04-14 10:52:07 main:574] : INFO : Epoch 1979 | loss: 0.000112899 | val_loss: 0.000115858 | Time: 1760.76 ms [2022-04-14 10:52:08 main:574] : INFO : Epoch 1980 | loss: 0.000112668 | val_loss: 0.00011707 | Time: 1781.44 ms [2022-04-14 10:52:10 main:574] : INFO : Epoch 1981 | loss: 0.00011555 | val_loss: 0.00011229 | Time: 1763.01 ms [2022-04-14 10:52:12 main:574] : INFO : Epoch 1982 | loss: 0.000112375 | val_loss: 0.000113517 | Time: 1775.45 ms [2022-04-14 10:52:14 main:574] : INFO : Epoch 1983 | loss: 0.000112477 | val_loss: 0.00011816 | Time: 1774.6 ms [2022-04-14 10:52:15 main:574] : INFO : Epoch 1984 | loss: 0.00011249 | val_loss: 0.000111328 | Time: 1790.31 ms [2022-04-14 10:52:17 main:574] : INFO : Epoch 1985 | loss: 0.000108625 | val_loss: 0.00010636 | Time: 1760.25 ms [2022-04-14 10:52:19 main:574] : INFO : Epoch 1986 | loss: 0.000106435 | val_loss: 0.000106291 | Time: 1763.63 ms [2022-04-14 10:52:21 main:574] : INFO : Epoch 1987 | loss: 0.000108521 | val_loss: 0.000115732 | Time: 1768.24 ms [2022-04-14 10:52:23 main:574] : INFO : Epoch 1988 | loss: 0.000112454 | val_loss: 0.00011186 | Time: 1759.43 ms [2022-04-14 10:52:24 main:574] : INFO : Epoch 1989 | loss: 0.000108952 | val_loss: 0.000105675 | Time: 1816.88 ms [2022-04-14 10:52:26 main:574] : INFO : Epoch 1990 | loss: 0.000105859 | val_loss: 0.000106677 | Time: 1792.12 ms [2022-04-14 10:52:28 main:574] : INFO : Epoch 1991 | loss: 0.000110881 | val_loss: 0.000104215 | Time: 1764.94 ms [2022-04-14 10:52:30 main:574] : INFO : Epoch 1992 | loss: 0.000112605 | val_loss: 0.000109935 | Time: 1784.46 ms [2022-04-14 10:52:32 main:574] : INFO : Epoch 1993 | loss: 0.000106799 | val_loss: 0.000106905 | Time: 1776.57 ms [2022-04-14 10:52:33 main:574] : INFO : Epoch 1994 | loss: 0.000108222 | val_loss: 0.000107301 | Time: 1778.45 ms [2022-04-14 10:52:35 main:574] : INFO : Epoch 1995 | loss: 0.000110998 | val_loss: 0.000117273 | Time: 1766.96 ms [2022-04-14 10:52:37 main:574] : INFO : Epoch 1996 | loss: 0.000124968 | val_loss: 0.000111821 | Time: 1766.15 ms [2022-04-14 10:52:39 main:574] : INFO : Epoch 1997 | loss: 0.000110579 | val_loss: 0.000111618 | Time: 1772.45 ms [2022-04-14 10:52:40 main:574] : INFO : Epoch 1998 | loss: 0.000111221 | val_loss: 0.000111453 | Time: 1763.58 ms [2022-04-14 10:52:42 main:574] : INFO : Epoch 1999 | loss: 0.000110577 | val_loss: 0.000104634 | Time: 1769.65 ms [2022-04-14 10:52:44 main:574] : INFO : Epoch 2000 | loss: 0.000106353 | val_loss: 0.000107051 | Time: 1758.21 ms [2022-04-14 10:52:46 main:574] : INFO : Epoch 2001 | loss: 0.000105704 | val_loss: 0.00010428 | Time: 1765.98 ms [2022-04-14 10:52:48 main:574] : INFO : Epoch 2002 | loss: 0.000106062 | val_loss: 0.000103791 | Time: 1785.2 ms [2022-04-14 10:52:49 main:574] : INFO : Epoch 2003 | loss: 0.000114717 | val_loss: 0.000111607 | Time: 1765.37 ms [2022-04-14 10:52:51 main:574] : INFO : Epoch 2004 | loss: 0.000106218 | val_loss: 0.000102786 | Time: 1769.62 ms [2022-04-14 10:52:53 main:574] : INFO : Epoch 2005 | loss: 0.000105259 | val_loss: 0.000112145 | Time: 1770.72 ms [2022-04-14 10:52:55 main:574] : INFO : Epoch 2006 | loss: 0.000108363 | val_loss: 0.000115324 | Time: 1770.36 ms [2022-04-14 10:52:56 main:574] : INFO : Epoch 2007 | loss: 0.000107356 | val_loss: 0.000110737 | Time: 1761.85 ms [2022-04-14 10:52:58 main:574] : INFO : Epoch 2008 | loss: 0.000103318 | val_loss: 0.00010144 | Time: 1778.07 ms [2022-04-14 10:53:00 main:574] : INFO : Epoch 2009 | loss: 0.000100639 | val_loss: 9.96614e-05 | Time: 1756.08 ms [2022-04-14 10:53:02 main:574] : INFO : Epoch 2010 | loss: 0.000100323 | val_loss: 0.000104305 | Time: 1774.56 ms [2022-04-14 10:53:04 main:574] : INFO : Epoch 2011 | loss: 0.000107966 | val_loss: 0.000103632 | Time: 1773.87 ms [2022-04-14 10:53:05 main:574] : INFO : Epoch 2012 | loss: 0.000100129 | val_loss: 9.71627e-05 | Time: 1772.81 ms [2022-04-14 10:53:07 main:574] : INFO : Epoch 2013 | loss: 0.000100171 | val_loss: 9.72592e-05 | Time: 1773.18 ms [2022-04-14 10:53:09 main:574] : INFO : Epoch 2014 | loss: 9.98782e-05 | val_loss: 9.71878e-05 | Time: 1765.95 ms [2022-04-14 10:53:11 main:574] : INFO : Epoch 2015 | loss: 9.90635e-05 | val_loss: 9.83938e-05 | Time: 1757.79 ms [2022-04-14 10:53:12 main:574] : INFO : Epoch 2016 | loss: 9.9963e-05 | val_loss: 9.68229e-05 | Time: 1767.39 ms [2022-04-14 10:53:14 main:574] : INFO : Epoch 2017 | loss: 0.000102964 | val_loss: 0.000107004 | Time: 1776.1 ms [2022-04-14 10:53:16 main:574] : INFO : Epoch 2018 | loss: 0.000102791 | val_loss: 9.7521e-05 | Time: 1766.43 ms [2022-04-14 10:53:18 main:574] : INFO : Epoch 2019 | loss: 9.94057e-05 | val_loss: 0.000100419 | Time: 1775.37 ms [2022-04-14 10:53:20 main:574] : INFO : Epoch 2020 | loss: 9.98394e-05 | val_loss: 9.69127e-05 | Time: 1776.83 ms [2022-04-14 10:53:21 main:574] : INFO : Epoch 2021 | loss: 9.77542e-05 | val_loss: 9.89309e-05 | Time: 1752.53 ms [2022-04-14 10:53:23 main:574] : INFO : Epoch 2022 | loss: 0.000107593 | val_loss: 0.00010631 | Time: 1773.86 ms [2022-04-14 10:53:25 main:574] : INFO : Epoch 2023 | loss: 0.000104243 | val_loss: 0.000100517 | Time: 1770.01 ms [2022-04-14 10:53:27 main:574] : INFO : Epoch 2024 | loss: 0.000105505 | val_loss: 0.000101679 | Time: 1770.77 ms [2022-04-14 10:53:28 main:574] : INFO : Epoch 2025 | loss: 0.000100131 | val_loss: 9.46202e-05 | Time: 1768.82 ms [2022-04-14 10:53:30 main:574] : INFO : Epoch 2026 | loss: 9.83871e-05 | val_loss: 9.33378e-05 | Time: 1794.43 ms [2022-04-14 10:53:32 main:574] : INFO : Epoch 2027 | loss: 9.9014e-05 | val_loss: 0.000100025 | Time: 1781.76 ms [2022-04-14 10:53:34 main:574] : INFO : Epoch 2028 | loss: 0.000100253 | val_loss: 0.000101713 | Time: 1791.63 ms [2022-04-14 10:53:36 main:574] : INFO : Epoch 2029 | loss: 9.78777e-05 | val_loss: 9.57314e-05 | Time: 1788.3 ms [2022-04-14 10:53:37 main:574] : INFO : Epoch 2030 | loss: 9.57315e-05 | val_loss: 9.5606e-05 | Time: 1778.71 ms [2022-04-14 10:53:39 main:574] : INFO : Epoch 2031 | loss: 9.51529e-05 | val_loss: 9.5245e-05 | Time: 1771.03 ms [2022-04-14 10:53:41 main:574] : INFO : Epoch 2032 | loss: 9.44465e-05 | val_loss: 9.50447e-05 | Time: 1773.35 ms [2022-04-14 10:53:43 main:574] : INFO : Epoch 2033 | loss: 9.44821e-05 | val_loss: 9.9465e-05 | Time: 1756.25 ms [2022-04-14 10:53:45 main:574] : INFO : Epoch 2034 | loss: 9.78738e-05 | val_loss: 9.67219e-05 | Time: 1765.75 ms [2022-04-14 10:53:46 main:574] : INFO : Epoch 2035 | loss: 9.70651e-05 | val_loss: 0.000100671 | Time: 1767.31 ms [2022-04-14 10:53:48 main:574] : INFO : Epoch 2036 | loss: 0.000102133 | val_loss: 9.3941e-05 | Time: 1771.14 ms [2022-04-14 10:53:50 main:574] : INFO : Epoch 2037 | loss: 0.000102568 | val_loss: 9.56175e-05 | Time: 1771.42 ms [2022-04-14 10:53:52 main:574] : INFO : Epoch 2038 | loss: 0.000132035 | val_loss: 0.00399667 | Time: 1771.39 ms [2022-04-14 10:53:53 main:574] : INFO : Epoch 2039 | loss: 0.00680866 | val_loss: 0.00660836 | Time: 1784.22 ms [2022-04-14 10:53:55 main:574] : INFO : Epoch 2040 | loss: 0.00401043 | val_loss: 0.0015027 | Time: 1776.11 ms [2022-04-14 10:53:57 main:574] : INFO : Epoch 2041 | loss: 0.00102677 | val_loss: 0.00074589 | Time: 1768.36 ms [2022-04-14 10:53:59 main:574] : INFO : Epoch 2042 | loss: 0.000619229 | val_loss: 0.000415565 | Time: 1766.08 ms [2022-04-14 10:54:01 main:574] : INFO : Epoch 2043 | loss: 0.000388174 | val_loss: 0.0003045 | Time: 1757.79 ms [2022-04-14 10:54:02 main:574] : INFO : Epoch 2044 | loss: 0.000255714 | val_loss: 0.000210072 | Time: 1770.91 ms [2022-04-14 10:54:04 main:574] : INFO : Epoch 2045 | loss: 0.000196071 | val_loss: 0.000167135 | Time: 1764.29 ms [2022-04-14 10:54:06 main:574] : INFO : Epoch 2046 | loss: 0.000152796 | val_loss: 0.000145362 | Time: 1765.66 ms [2022-04-14 10:54:08 main:574] : INFO : Epoch 2047 | loss: 0.000135498 | val_loss: 0.00013049 | Time: 1777.08 ms [2022-04-14 10:54:09 main:574] : INFO : Epoch 2048 | loss: 0.000125057 | val_loss: 0.000125129 | Time: 1769.83 ms [2022-04-14 10:54:09 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000125129 [2022-04-14 10:54:09 main:603] : INFO : Saving end state to config to file [2022-04-14 10:54:09 main:608] : INFO : Success, exiting.. 10:54:09 (9424): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)