Task 7777364
| Name | ParityModified-1631726098-9970-3_0 |
| Workunit | 5411280 |
| Created | 3 Oct 2021, 1:07:40 UTC |
| Sent | 11 Oct 2021, 22:30:16 UTC |
| Report deadline | 18 Oct 2021, 22:30:16 UTC |
| Received | 12 Oct 2021, 13:13:50 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15399 |
| Run time | 53 min 57 sec |
| CPU time | 53 min 32 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,459.45 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 0.00289582 | Time: 1610.8 ms [2021-10-12 08:00:38 main:574] : INFO : Epoch 1555 | loss: 0.00300244 | val_loss: 0.00289383 | Time: 1548.94 ms [2021-10-12 08:00:40 main:574] : INFO : Epoch 1556 | loss: 0.00300411 | val_loss: 0.00289087 | Time: 1569.67 ms [2021-10-12 08:00:41 main:574] : INFO : Epoch 1557 | loss: 0.00300318 | val_loss: 0.00289093 | Time: 1555.08 ms [2021-10-12 08:00:43 main:574] : INFO : Epoch 1558 | loss: 0.00299881 | val_loss: 0.00289173 | Time: 1537.68 ms [2021-10-12 08:00:44 main:574] : INFO : Epoch 1559 | loss: 0.00299858 | val_loss: 0.00288896 | Time: 1530.67 ms [2021-10-12 08:00:46 main:574] : INFO : Epoch 1560 | loss: 0.00299999 | val_loss: 0.0028853 | Time: 1570.59 ms [2021-10-12 08:00:48 main:574] : INFO : Epoch 1561 | loss: 0.00299775 | val_loss: 0.00288681 | Time: 1564.55 ms [2021-10-12 08:00:49 main:574] : INFO : Epoch 1562 | loss: 0.00299399 | val_loss: 0.00287854 | Time: 1567.06 ms [2021-10-12 08:00:51 main:574] : INFO : Epoch 1563 | loss: 0.00298354 | val_loss: 0.00286698 | Time: 1548.43 ms [2021-10-12 08:00:52 main:574] : INFO : Epoch 1564 | loss: 0.00295404 | val_loss: 0.00283112 | Time: 1570.32 ms [2021-10-12 08:00:54 main:574] : INFO : Epoch 1565 | loss: 0.00293088 | val_loss: 0.0028217 | Time: 1535.7 ms [2021-10-12 08:00:55 main:574] : INFO : Epoch 1566 | loss: 0.00292313 | val_loss: 0.0028146 | Time: 1535.34 ms [2021-10-12 08:00:57 main:574] : INFO : Epoch 1567 | loss: 0.00292411 | val_loss: 0.00281827 | Time: 1558.48 ms [2021-10-12 08:00:58 main:574] : INFO : Epoch 1568 | loss: 0.00292084 | val_loss: 0.00281374 | Time: 1575.64 ms [2021-10-12 08:01:00 main:574] : INFO : Epoch 1569 | loss: 0.00291196 | val_loss: 0.00279354 | Time: 1580.78 ms [2021-10-12 08:01:02 main:574] : INFO : Epoch 1570 | loss: 0.00289975 | val_loss: 0.00278777 | Time: 1604.71 ms [2021-10-12 08:01:03 main:574] : INFO : Epoch 1571 | loss: 0.00289436 | val_loss: 0.00278104 | Time: 1584.79 ms [2021-10-12 08:01:05 main:574] : INFO : Epoch 1572 | loss: 0.00289384 | val_loss: 0.00278207 | Time: 1619.49 ms [2021-10-12 08:01:06 main:574] : INFO : Epoch 1573 | loss: 0.00289452 | val_loss: 0.00278244 | Time: 1560.75 ms [2021-10-12 08:01:08 main:574] : INFO : Epoch 1574 | loss: 0.00288946 | val_loss: 0.00277493 | Time: 1587.36 ms [2021-10-12 08:01:10 main:574] : INFO : Epoch 1575 | loss: 0.00288556 | val_loss: 0.0027759 | Time: 1597.63 ms [2021-10-12 08:01:11 main:574] : INFO : Epoch 1576 | loss: 0.00288832 | val_loss: 0.00277749 | Time: 1571.15 ms [2021-10-12 08:01:13 main:574] : INFO : Epoch 1577 | loss: 0.00288945 | val_loss: 0.00279089 | Time: 1535.75 ms [2021-10-12 08:01:14 main:574] : INFO : Epoch 1578 | loss: 0.00289168 | val_loss: 0.00278649 | Time: 1579.14 ms [2021-10-12 08:01:16 main:574] : INFO : Epoch 1579 | loss: 0.00289229 | val_loss: 0.00277439 | Time: 1601.04 ms [2021-10-12 08:01:18 main:574] : INFO : Epoch 1580 | loss: 0.00288833 | val_loss: 0.0027708 | Time: 1551.1 ms [2021-10-12 08:01:19 main:574] : INFO : Epoch 1581 | loss: 0.00287918 | val_loss: 0.00276504 | Time: 1560.18 ms [2021-10-12 08:01:21 main:574] : INFO : Epoch 1582 | loss: 0.00287577 | val_loss: 0.00276656 | Time: 1535.6 ms [2021-10-12 08:01:22 main:574] : INFO : Epoch 1583 | loss: 0.00288384 | val_loss: 0.00281062 | Time: 1550.41 ms [2021-10-12 08:01:24 main:574] : INFO : Epoch 1584 | loss: 0.00287507 | val_loss: 0.00274876 | Time: 1552.66 ms [2021-10-12 08:01:25 main:574] : INFO : Epoch 1585 | loss: 0.00288452 | val_loss: 0.00281992 | Time: 1585.35 ms [2021-10-12 08:01:27 main:574] : INFO : Epoch 1586 | loss: 0.00284055 | val_loss: 0.002614 | Time: 1570 ms [2021-10-12 08:01:28 main:574] : INFO : Epoch 1587 | loss: 0.00269155 | val_loss: 0.00260464 | Time: 1580.44 ms [2021-10-12 08:01:30 main:574] : INFO : Epoch 1588 | loss: 0.00280923 | val_loss: 0.00279023 | Time: 1577.15 ms [2021-10-12 08:01:32 main:574] : INFO : Epoch 1589 | loss: 0.00305478 | val_loss: 0.00377029 | Time: 1575.05 ms [2021-10-12 08:01:33 main:574] : INFO : Epoch 1590 | loss: 0.00345918 | val_loss: 0.00296596 | Time: 1556.15 ms [2021-10-12 08:01:35 main:574] : INFO : Epoch 1591 | loss: 0.00303129 | val_loss: 0.00276151 | Time: 1552.08 ms [2021-10-12 08:01:36 main:574] : INFO : Epoch 1592 | loss: 0.00276906 | val_loss: 0.00259322 | Time: 1588.25 ms [2021-10-12 08:01:38 main:574] : INFO : Epoch 1593 | loss: 0.00266234 | val_loss: 0.00254054 | Time: 1595.39 ms [2021-10-12 08:01:40 main:574] : INFO : Epoch 1594 | loss: 0.00261734 | val_loss: 0.00251973 | Time: 1580.18 ms [2021-10-12 08:01:41 main:574] : INFO : Epoch 1595 | loss: 0.00259783 | val_loss: 0.00251466 | Time: 1586.64 ms [2021-10-12 08:01:43 main:574] : INFO : Epoch 1596 | loss: 0.00258095 | val_loss: 0.00248296 | Time: 1537.47 ms [2021-10-12 08:01:44 main:574] : INFO : Epoch 1597 | loss: 0.00256409 | val_loss: 0.00246658 | Time: 1537.38 ms [2021-10-12 08:01:46 main:574] : INFO : Epoch 1598 | loss: 0.00254893 | val_loss: 0.00246672 | Time: 1594.93 ms [2021-10-12 08:01:47 main:574] : INFO : Epoch 1599 | loss: 0.00254162 | val_loss: 0.00244826 | Time: 1571.26 ms [2021-10-12 08:01:49 main:574] : INFO : Epoch 1600 | loss: 0.00253441 | val_loss: 0.00244678 | Time: 1578.12 ms [2021-10-12 08:01:51 main:574] : INFO : Epoch 1601 | loss: 0.00252508 | val_loss: 0.0024394 | Time: 1590.02 ms [2021-10-12 08:01:52 main:574] : INFO : Epoch 1602 | loss: 0.00251982 | val_loss: 0.00244202 | Time: 1553.68 ms [2021-10-12 08:01:54 main:574] : INFO : Epoch 1603 | loss: 0.0025138 | val_loss: 0.00242023 | Time: 1544.61 ms [2021-10-12 08:01:55 main:574] : INFO : Epoch 1604 | loss: 0.002493 | val_loss: 0.00241081 | Time: 1569.09 ms [2021-10-12 08:01:57 main:574] : INFO : Epoch 1605 | loss: 0.00248412 | val_loss: 0.00240513 | Time: 1587.21 ms [2021-10-12 08:01:58 main:574] : INFO : Epoch 1606 | loss: 0.00249624 | val_loss: 0.00241287 | Time: 1550.35 ms [2021-10-12 08:02:00 main:574] : INFO : Epoch 1607 | loss: 0.00247117 | val_loss: 0.00238539 | Time: 1574.94 ms [2021-10-12 08:02:02 main:574] : INFO : Epoch 1608 | loss: 0.00248591 | val_loss: 0.00241262 | Time: 1579 ms [2021-10-12 08:02:03 main:574] : INFO : Epoch 1609 | loss: 0.00270335 | val_loss: 0.00249898 | Time: 1543.08 ms [2021-10-12 08:02:05 main:574] : INFO : Epoch 1610 | loss: 0.00252494 | val_loss: 0.0023894 | Time: 1557.57 ms [2021-10-12 08:02:06 main:574] : INFO : Epoch 1611 | loss: 0.00244915 | val_loss: 0.00234713 | Time: 1567.8 ms [2021-10-12 08:02:08 main:574] : INFO : Epoch 1612 | loss: 0.00242314 | val_loss: 0.00233148 | Time: 1562.44 ms [2021-10-12 08:02:09 main:574] : INFO : Epoch 1613 | loss: 0.00240832 | val_loss: 0.0023243 | Time: 1538.08 ms [2021-10-12 08:02:11 main:574] : INFO : Epoch 1614 | loss: 0.00241241 | val_loss: 0.00239186 | Time: 1585.46 ms [2021-10-12 08:02:13 main:574] : INFO : Epoch 1615 | loss: 0.00244988 | val_loss: 0.00235522 | Time: 1558.91 ms [2021-10-12 08:02:14 main:574] : INFO : Epoch 1616 | loss: 0.00301256 | val_loss: 0.0102848 | Time: 1546.64 ms [2021-10-12 08:02:16 main:574] : INFO : Epoch 1617 | loss: 0.0090304 | val_loss: 0.00548241 | Time: 1526.78 ms [2021-10-12 08:02:17 main:574] : INFO : Epoch 1618 | loss: 0.00520223 | val_loss: 0.00397803 | Time: 1534.24 ms [2021-10-12 08:02:19 main:574] : INFO : Epoch 1619 | loss: 0.00366871 | val_loss: 0.00323146 | Time: 1564.93 ms [2021-10-12 08:02:20 main:574] : INFO : Epoch 1620 | loss: 0.00322101 | val_loss: 0.00303972 | Time: 1541.77 ms [2021-10-12 08:02:22 main:574] : INFO : Epoch 1621 | loss: 0.00311489 | val_loss: 0.00298431 | Time: 1561.83 ms [2021-10-12 08:02:23 main:574] : INFO : Epoch 1622 | loss: 0.00307044 | val_loss: 0.00294701 | Time: 1563.01 ms [2021-10-12 08:02:25 main:574] : INFO : Epoch 1623 | loss: 0.00303883 | val_loss: 0.00292828 | Time: 1563.31 ms [2021-10-12 08:02:27 main:574] : INFO : Epoch 1624 | loss: 0.00302483 | val_loss: 0.00292075 | Time: 1576.03 ms [2021-10-12 08:02:28 main:574] : INFO : Epoch 1625 | loss: 0.0030127 | val_loss: 0.00290379 | Time: 1554.49 ms [2021-10-12 08:02:30 main:574] : INFO : Epoch 1626 | loss: 0.00300232 | val_loss: 0.00289817 | Time: 1579.2 ms [2021-10-12 08:02:31 main:574] : INFO : Epoch 1627 | loss: 0.0029894 | val_loss: 0.00287488 | Time: 1583.87 ms [2021-10-12 08:02:33 main:574] : INFO : Epoch 1628 | loss: 0.00295844 | val_loss: 0.00284541 | Time: 1587.89 ms [2021-10-12 08:02:34 main:574] : INFO : Epoch 1629 | loss: 0.00292624 | val_loss: 0.0028176 | Time: 1561.03 ms [2021-10-12 08:02:36 main:574] : INFO : Epoch 1630 | loss: 0.0029015 | val_loss: 0.00279629 | Time: 1616.39 ms [2021-10-12 08:02:38 main:574] : INFO : Epoch 1631 | loss: 0.00288581 | val_loss: 0.00278305 | Time: 1570.93 ms [2021-10-12 08:02:39 main:574] : INFO : Epoch 1632 | loss: 0.0028661 | val_loss: 0.00276493 | Time: 1524.86 ms [2021-10-12 08:02:41 main:574] : INFO : Epoch 1633 | loss: 0.00282864 | val_loss: 0.0027188 | Time: 1591.61 ms [2021-10-12 08:02:42 main:574] : INFO : Epoch 1634 | loss: 0.00278997 | val_loss: 0.00269904 | Time: 1538.01 ms [2021-10-12 08:02:44 main:574] : INFO : Epoch 1635 | loss: 0.00277261 | val_loss: 0.0026787 | Time: 1528.45 ms [2021-10-12 08:02:45 main:574] : INFO : Epoch 1636 | loss: 0.00275939 | val_loss: 0.00266895 | Time: 1544.47 ms [2021-10-12 08:02:47 main:574] : INFO : Epoch 1637 | loss: 0.00272699 | val_loss: 0.00260823 | Time: 1563.89 ms [2021-10-12 08:02:49 main:574] : INFO : Epoch 1638 | loss: 0.00282888 | val_loss: 0.00264834 | Time: 1546.46 ms [2021-10-12 08:02:50 main:574] : INFO : Epoch 1639 | loss: 0.00181723 | val_loss: 0.00124154 | Time: 1555.15 ms [2021-10-12 08:02:52 main:574] : INFO : Epoch 1640 | loss: 0.0011669 | val_loss: 0.00105475 | Time: 1574.36 ms [2021-10-12 08:02:53 main:574] : INFO : Epoch 1641 | loss: 0.00104637 | val_loss: 0.000996769 | Time: 1529.76 ms [2021-10-12 08:02:55 main:574] : INFO : Epoch 1642 | loss: 0.00100114 | val_loss: 0.000973353 | Time: 1565.85 ms [2021-10-12 08:02:56 main:574] : INFO : Epoch 1643 | loss: 0.000986899 | val_loss: 0.000973402 | Time: 1554.74 ms [2021-10-12 08:02:58 main:574] : INFO : Epoch 1644 | loss: 0.000972906 | val_loss: 0.000945151 | Time: 1568.38 ms [2021-10-12 08:03:00 main:574] : INFO : Epoch 1645 | loss: 0.000959303 | val_loss: 0.000933986 | Time: 1552.69 ms [2021-10-12 08:03:01 main:574] : INFO : Epoch 1646 | loss: 0.00095174 | val_loss: 0.000930538 | Time: 1556.23 ms [2021-10-12 08:03:03 main:574] : INFO : Epoch 1647 | loss: 0.000945215 | val_loss: 0.000928402 | Time: 1577.55 ms [2021-10-12 08:03:04 main:574] : INFO : Epoch 1648 | loss: 0.000942471 | val_loss: 0.00092008 | Time: 1580.75 ms [2021-10-12 08:03:06 main:574] : INFO : Epoch 1649 | loss: 0.000938259 | val_loss: 0.000917678 | Time: 1592.79 ms [2021-10-12 08:03:07 main:574] : INFO : Epoch 1650 | loss: 0.000930789 | val_loss: 0.000917034 | Time: 1567.57 ms [2021-10-12 08:03:09 main:574] : INFO : Epoch 1651 | loss: 0.00093137 | val_loss: 0.000916431 | Time: 1534.87 ms [2021-10-12 08:03:11 main:574] : INFO : Epoch 1652 | loss: 0.000925235 | val_loss: 0.000907146 | Time: 1578.74 ms [2021-10-12 08:03:12 main:574] : INFO : Epoch 1653 | loss: 0.000919677 | val_loss: 0.000903353 | Time: 1548.51 ms [2021-10-12 08:03:14 main:574] : INFO : Epoch 1654 | loss: 0.000915927 | val_loss: 0.00089831 | Time: 1585.04 ms [2021-10-12 08:03:15 main:574] : INFO : Epoch 1655 | loss: 0.00091275 | val_loss: 0.000897207 | Time: 1597.82 ms [2021-10-12 08:03:17 main:574] : INFO : Epoch 1656 | loss: 0.000910372 | val_loss: 0.000893549 | Time: 1589.91 ms [2021-10-12 08:03:19 main:574] : INFO : Epoch 1657 | loss: 0.000908153 | val_loss: 0.000892005 | Time: 1610.84 ms [2021-10-12 08:03:20 main:574] : INFO : Epoch 1658 | loss: 0.000906411 | val_loss: 0.000890697 | Time: 1556.13 ms [2021-10-12 08:03:22 main:574] : INFO : Epoch 1659 | loss: 0.000904619 | val_loss: 0.000887845 | Time: 1533.86 ms [2021-10-12 08:03:23 main:574] : INFO : Epoch 1660 | loss: 0.000903187 | val_loss: 0.00088894 | Time: 1659.84 ms [2021-10-12 08:03:25 main:574] : INFO : Epoch 1661 | loss: 0.000902935 | val_loss: 0.000887345 | Time: 1631.37 ms [2021-10-12 08:03:27 main:574] : INFO : Epoch 1662 | loss: 0.000902538 | val_loss: 0.000885067 | Time: 1571.73 ms [2021-10-12 08:03:28 main:574] : INFO : Epoch 1663 | loss: 0.000900397 | val_loss: 0.000884675 | Time: 1578.04 ms [2021-10-12 08:03:30 main:574] : INFO : Epoch 1664 | loss: 0.000900324 | val_loss: 0.000883594 | Time: 1536.98 ms [2021-10-12 08:03:31 main:574] : INFO : Epoch 1665 | loss: 0.000899005 | val_loss: 0.000883875 | Time: 1616.04 ms [2021-10-12 08:03:33 main:574] : INFO : Epoch 1666 | loss: 0.00089784 | val_loss: 0.00088153 | Time: 1575.25 ms [2021-10-12 08:03:34 main:574] : INFO : Epoch 1667 | loss: 0.000896869 | val_loss: 0.000881242 | Time: 1562.24 ms [2021-10-12 08:03:36 main:574] : INFO : Epoch 1668 | loss: 0.000896448 | val_loss: 0.00088112 | Time: 1585.93 ms [2021-10-12 08:03:38 main:574] : INFO : Epoch 1669 | loss: 0.00089572 | val_loss: 0.000878294 | Time: 1563.05 ms [2021-10-12 08:03:39 main:574] : INFO : Epoch 1670 | loss: 0.000894243 | val_loss: 0.000877956 | Time: 1583.17 ms [2021-10-12 08:03:41 main:574] : INFO : Epoch 1671 | loss: 0.00089425 | val_loss: 0.000879049 | Time: 1574.74 ms [2021-10-12 08:03:42 main:574] : INFO : Epoch 1672 | loss: 0.00089947 | val_loss: 0.000882889 | Time: 1533.18 ms [2021-10-12 08:03:44 main:574] : INFO : Epoch 1673 | loss: 0.000897147 | val_loss: 0.000879387 | Time: 1552.15 ms [2021-10-12 08:03:45 main:574] : INFO : Epoch 1674 | loss: 0.000894305 | val_loss: 0.000876366 | Time: 1549.62 ms [2021-10-12 08:03:47 main:574] : INFO : Epoch 1675 | loss: 0.00089442 | val_loss: 0.000876815 | Time: 1576.94 ms [2021-10-12 08:03:49 main:574] : INFO : Epoch 1676 | loss: 0.0008924 | val_loss: 0.00087644 | Time: 1600.61 ms [2021-10-12 08:03:50 main:574] : INFO : Epoch 1677 | loss: 0.000890054 | val_loss: 0.000874314 | Time: 1561.28 ms [2021-10-12 08:03:52 main:574] : INFO : Epoch 1678 | loss: 0.000889883 | val_loss: 0.000873041 | Time: 1574.59 ms [2021-10-12 08:03:53 main:574] : INFO : Epoch 1679 | loss: 0.00088887 | val_loss: 0.000872422 | Time: 1582.16 ms [2021-10-12 08:03:55 main:574] : INFO : Epoch 1680 | loss: 0.000887896 | val_loss: 0.000872848 | Time: 1559.67 ms [2021-10-12 08:03:56 main:574] : INFO : Epoch 1681 | loss: 0.000888215 | val_loss: 0.000873492 | Time: 1548.29 ms [2021-10-12 08:03:58 main:574] : INFO : Epoch 1682 | loss: 0.000888199 | val_loss: 0.000872937 | Time: 1591.99 ms [2021-10-12 08:04:00 main:574] : INFO : Epoch 1683 | loss: 0.000887201 | val_loss: 0.000870546 | Time: 1600.13 ms [2021-10-12 08:04:01 main:574] : INFO : Epoch 1684 | loss: 0.000886827 | val_loss: 0.00087288 | Time: 1563.68 ms [2021-10-12 08:04:03 main:574] : INFO : Epoch 1685 | loss: 0.00088704 | val_loss: 0.000871675 | Time: 1575.33 ms [2021-10-12 08:04:04 main:574] : INFO : Epoch 1686 | loss: 0.000886444 | val_loss: 0.000874121 | Time: 1567.16 ms [2021-10-12 08:04:06 main:574] : INFO : Epoch 1687 | loss: 0.000885867 | val_loss: 0.000868679 | Time: 1577.31 ms [2021-10-12 08:04:08 main:574] : INFO : Epoch 1688 | loss: 0.000883912 | val_loss: 0.000868577 | Time: 1583.52 ms [2021-10-12 08:04:09 main:574] : INFO : Epoch 1689 | loss: 0.000884472 | val_loss: 0.000869054 | Time: 1571.81 ms [2021-10-12 08:04:11 main:574] : INFO : Epoch 1690 | loss: 0.000884688 | val_loss: 0.000867903 | Time: 1556.09 ms [2021-10-12 08:04:12 main:574] : INFO : Epoch 1691 | loss: 0.000884178 | val_loss: 0.000870025 | Time: 1578.66 ms [2021-10-12 08:04:14 main:574] : INFO : Epoch 1692 | loss: 0.000884979 | val_loss: 0.000867778 | Time: 1564.48 ms [2021-10-12 08:04:15 main:574] : INFO : Epoch 1693 | loss: 0.000884175 | val_loss: 0.000867221 | Time: 1561.02 ms [2021-10-12 08:04:17 main:574] : INFO : Epoch 1694 | loss: 0.00088315 | val_loss: 0.000868007 | Time: 1581.2 ms [2021-10-12 08:04:19 main:574] : INFO : Epoch 1695 | loss: 0.00088216 | val_loss: 0.000865834 | Time: 1532.76 ms [2021-10-12 08:04:20 main:574] : INFO : Epoch 1696 | loss: 0.000881507 | val_loss: 0.000864868 | Time: 1563.51 ms [2021-10-12 08:04:22 main:574] : INFO : Epoch 1697 | loss: 0.000881113 | val_loss: 0.000868053 | Time: 1561.49 ms [2021-10-12 08:04:23 main:574] : INFO : Epoch 1698 | loss: 0.000881206 | val_loss: 0.00086497 | Time: 1558.34 ms [2021-10-12 08:04:25 main:574] : INFO : Epoch 1699 | loss: 0.00088144 | val_loss: 0.000865068 | Time: 1553.67 ms [2021-10-12 08:04:26 main:574] : INFO : Epoch 1700 | loss: 0.000880135 | val_loss: 0.000863664 | Time: 1564.33 ms [2021-10-12 08:04:28 main:574] : INFO : Epoch 1701 | loss: 0.000879416 | val_loss: 0.000863377 | Time: 1596.59 ms [2021-10-12 08:04:30 main:574] : INFO : Epoch 1702 | loss: 0.000879088 | val_loss: 0.000863175 | Time: 1586.89 ms [2021-10-12 08:04:31 main:574] : INFO : Epoch 1703 | loss: 0.000879211 | val_loss: 0.000862995 | Time: 1561.64 ms [2021-10-12 08:04:33 main:574] : INFO : Epoch 1704 | loss: 0.000879259 | val_loss: 0.000863483 | Time: 1566.05 ms [2021-10-12 08:04:34 main:574] : INFO : Epoch 1705 | loss: 0.000878428 | val_loss: 0.000862024 | Time: 1546.41 ms [2021-10-12 08:04:36 main:574] : INFO : Epoch 1706 | loss: 0.000877589 | val_loss: 0.000861001 | Time: 1574.39 ms [2021-10-12 08:04:37 main:574] : INFO : Epoch 1707 | loss: 0.000877412 | val_loss: 0.000859672 | Time: 1558.17 ms [2021-10-12 08:04:39 main:574] : INFO : Epoch 1708 | loss: 0.000874142 | val_loss: 0.00085673 | Time: 1573.38 ms [2021-10-12 08:04:41 main:574] : INFO : Epoch 1709 | loss: 0.000872525 | val_loss: 0.000864309 | Time: 1595.09 ms [2021-10-12 08:04:42 main:574] : INFO : Epoch 1710 | loss: 0.000869306 | val_loss: 0.000856232 | Time: 1575.51 ms [2021-10-12 08:04:44 main:574] : INFO : Epoch 1711 | loss: 0.00086305 | val_loss: 0.000850104 | Time: 1592.38 ms [2021-10-12 08:04:45 main:574] : INFO : Epoch 1712 | loss: 0.000860758 | val_loss: 0.000848293 | Time: 1515.9 ms [2021-10-12 08:04:47 main:574] : INFO : Epoch 1713 | loss: 0.000881416 | val_loss: 0.000864411 | Time: 1556.61 ms [2021-10-12 08:04:48 main:574] : INFO : Epoch 1714 | loss: 0.0008797 | val_loss: 0.000857735 | Time: 1561.84 ms [2021-10-12 08:04:50 main:574] : INFO : Epoch 1715 | loss: 0.000870051 | val_loss: 0.000871495 | Time: 1561.35 ms [2021-10-12 08:04:52 main:574] : INFO : Epoch 1716 | loss: 0.000885631 | val_loss: 0.000884352 | Time: 1515.97 ms [2021-10-12 08:04:53 main:574] : INFO : Epoch 1717 | loss: 0.000878153 | val_loss: 0.000868235 | Time: 1598.78 ms [2021-10-12 08:04:55 main:574] : INFO : Epoch 1718 | loss: 0.000870033 | val_loss: 0.000853321 | Time: 1585.26 ms [2021-10-12 08:04:56 main:574] : INFO : Epoch 1719 | loss: 0.000844544 | val_loss: 0.000833722 | Time: 1596.14 ms [2021-10-12 08:04:58 main:574] : INFO : Epoch 1720 | loss: 0.000835894 | val_loss: 0.000806258 | Time: 1540.49 ms [2021-10-12 08:04:59 main:574] : INFO : Epoch 1721 | loss: 0.000825869 | val_loss: 0.000818503 | Time: 1585.83 ms [2021-10-12 08:05:01 main:574] : INFO : Epoch 1722 | loss: 0.000836384 | val_loss: 0.000830388 | Time: 1581.76 ms [2021-10-12 08:05:03 main:574] : INFO : Epoch 1723 | loss: 0.000854426 | val_loss: 0.000857966 | Time: 1574.16 ms [2021-10-12 08:05:04 main:574] : INFO : Epoch 1724 | loss: 0.000862154 | val_loss: 0.000835272 | Time: 1581.27 ms [2021-10-12 08:05:06 main:574] : INFO : Epoch 1725 | loss: 0.00084865 | val_loss: 0.000859617 | Time: 1590.05 ms [2021-10-12 08:05:07 main:574] : INFO : Epoch 1726 | loss: 0.000866053 | val_loss: 0.000887775 | Time: 1552.1 ms [2021-10-12 08:05:09 main:574] : INFO : Epoch 1727 | loss: 0.000857869 | val_loss: 0.000836837 | Time: 1568.3 ms [2021-10-12 08:05:10 main:574] : INFO : Epoch 1728 | loss: 0.000857447 | val_loss: 0.000861141 | Time: 1555.48 ms [2021-10-12 08:05:12 main:574] : INFO : Epoch 1729 | loss: 0.00181653 | val_loss: 0.0271136 | Time: 1608.33 ms [2021-10-12 08:05:14 main:574] : INFO : Epoch 1730 | loss: 0.0128724 | val_loss: 0.0106722 | Time: 1538.97 ms [2021-10-12 08:05:15 main:574] : INFO : Epoch 1731 | loss: 0.00473579 | val_loss: 0.00237318 | Time: 1550.82 ms [2021-10-12 08:05:17 main:574] : INFO : Epoch 1732 | loss: 0.00162448 | val_loss: 0.00109665 | Time: 1555.77 ms [2021-10-12 08:05:18 main:574] : INFO : Epoch 1733 | loss: 0.000998299 | val_loss: 0.000841982 | Time: 1557.25 ms [2021-10-12 08:05:20 main:574] : INFO : Epoch 1734 | loss: 0.000795372 | val_loss: 0.000726671 | Time: 1532.08 ms [2021-10-12 08:05:21 main:574] : INFO : Epoch 1735 | loss: 0.000724192 | val_loss: 0.000682785 | Time: 1581.25 ms [2021-10-12 08:05:23 main:574] : INFO : Epoch 1736 | loss: 0.000687169 | val_loss: 0.00065444 | Time: 1524.38 ms [2021-10-12 08:05:25 main:574] : INFO : Epoch 1737 | loss: 0.000659491 | val_loss: 0.000632014 | Time: 1568.5 ms [2021-10-12 08:05:26 main:574] : INFO : Epoch 1738 | loss: 0.000639294 | val_loss: 0.000618062 | Time: 1574.1 ms [2021-10-12 08:05:28 main:574] : INFO : Epoch 1739 | loss: 0.000625129 | val_loss: 0.000601912 | Time: 1548.47 ms [2021-10-12 08:05:29 main:574] : INFO : Epoch 1740 | loss: 0.000613482 | val_loss: 0.000599611 | Time: 1570.91 ms [2021-10-12 08:05:31 main:574] : INFO : Epoch 1741 | loss: 0.000603789 | val_loss: 0.0005852 | Time: 1576 ms [2021-10-12 08:05:32 main:574] : INFO : Epoch 1742 | loss: 0.000589803 | val_loss: 0.000573016 | Time: 1549.67 ms [2021-10-12 08:05:34 main:574] : INFO : Epoch 1743 | loss: 0.000582353 | val_loss: 0.000567965 | Time: 1553.51 ms [2021-10-12 08:05:36 main:574] : INFO : Epoch 1744 | loss: 0.000576599 | val_loss: 0.000564248 | Time: 1581.95 ms [2021-10-12 08:05:37 main:574] : INFO : Epoch 1745 | loss: 0.000572217 | val_loss: 0.000559853 | Time: 1551.46 ms [2021-10-12 08:05:39 main:574] : INFO : Epoch 1746 | loss: 0.000568858 | val_loss: 0.000556981 | Time: 1589.25 ms [2021-10-12 08:05:40 main:574] : INFO : Epoch 1747 | loss: 0.000567665 | val_loss: 0.000556492 | Time: 1551.18 ms [2021-10-12 08:05:42 main:574] : INFO : Epoch 1748 | loss: 0.000565042 | val_loss: 0.000556269 | Time: 1573.44 ms [2021-10-12 08:05:43 main:574] : INFO : Epoch 1749 | loss: 0.000560718 | val_loss: 0.00054843 | Time: 1537.5 ms [2021-10-12 08:05:45 main:574] : INFO : Epoch 1750 | loss: 0.000557452 | val_loss: 0.000543936 | Time: 1525.22 ms [2021-10-12 08:05:47 main:574] : INFO : Epoch 1751 | loss: 0.00055573 | val_loss: 0.000542024 | Time: 1582.42 ms [2021-10-12 08:05:48 main:574] : INFO : Epoch 1752 | loss: 0.000553252 | val_loss: 0.000540994 | Time: 1577.84 ms [2021-10-12 08:05:50 main:574] : INFO : Epoch 1753 | loss: 0.000552345 | val_loss: 0.000541746 | Time: 1564.44 ms [2021-10-12 08:05:51 main:574] : INFO : Epoch 1754 | loss: 0.000551307 | val_loss: 0.000539173 | Time: 1542.37 ms [2021-10-12 08:05:53 main:574] : INFO : Epoch 1755 | loss: 0.000549901 | val_loss: 0.000538571 | Time: 1556.67 ms [2021-10-12 08:05:54 main:574] : INFO : Epoch 1756 | loss: 0.000549253 | val_loss: 0.000539157 | Time: 1590.36 ms [2021-10-12 08:05:56 main:574] : INFO : Epoch 1757 | loss: 0.000548532 | val_loss: 0.000538233 | Time: 1552.41 ms [2021-10-12 08:05:58 main:574] : INFO : Epoch 1758 | loss: 0.00054847 | val_loss: 0.0005372 | Time: 1565.08 ms [2021-10-12 08:05:59 main:574] : INFO : Epoch 1759 | loss: 0.000547275 | val_loss: 0.000536158 | Time: 1588 ms [2021-10-12 08:06:01 main:574] : INFO : Epoch 1760 | loss: 0.000546319 | val_loss: 0.000536164 | Time: 1596.09 ms [2021-10-12 08:06:02 main:574] : INFO : Epoch 1761 | loss: 0.000545955 | val_loss: 0.000536069 | Time: 1544.81 ms [2021-10-12 08:06:04 main:574] : INFO : Epoch 1762 | loss: 0.000545821 | val_loss: 0.000536779 | Time: 1558.5 ms [2021-10-12 08:06:05 main:574] : INFO : Epoch 1763 | loss: 0.000545146 | val_loss: 0.000534968 | Time: 1563.59 ms [2021-10-12 08:06:07 main:574] : INFO : Epoch 1764 | loss: 0.00054462 | val_loss: 0.000535891 | Time: 1537.16 ms [2021-10-12 08:06:09 main:574] : INFO : Epoch 1765 | loss: 0.000544818 | val_loss: 0.000534524 | Time: 1605.76 ms [2021-10-12 08:06:10 main:574] : INFO : Epoch 1766 | loss: 0.000543726 | val_loss: 0.000533972 | Time: 1588.77 ms [2021-10-12 08:06:12 main:574] : INFO : Epoch 1767 | loss: 0.000542857 | val_loss: 0.000534638 | Time: 1551.9 ms [2021-10-12 08:06:13 main:574] : INFO : Epoch 1768 | loss: 0.00054285 | val_loss: 0.000532854 | Time: 1561.53 ms [2021-10-12 08:06:15 main:574] : INFO : Epoch 1769 | loss: 0.000541967 | val_loss: 0.000533321 | Time: 1595.61 ms [2021-10-12 08:06:16 main:574] : INFO : Epoch 1770 | loss: 0.000541493 | val_loss: 0.000533383 | Time: 1579.71 ms [2021-10-12 08:06:18 main:574] : INFO : Epoch 1771 | loss: 0.000540892 | val_loss: 0.000532526 | Time: 1535.71 ms [2021-10-12 08:06:20 main:574] : INFO : Epoch 1772 | loss: 0.000540362 | val_loss: 0.000531976 | Time: 1554.06 ms [2021-10-12 08:06:21 main:574] : INFO : Epoch 1773 | loss: 0.000540394 | val_loss: 0.000532634 | Time: 1595.18 ms [2021-10-12 08:06:23 main:574] : INFO : Epoch 1774 | loss: 0.000540002 | val_loss: 0.000533221 | Time: 1584.55 ms [2021-10-12 08:06:24 main:574] : INFO : Epoch 1775 | loss: 0.000540845 | val_loss: 0.000531668 | Time: 1607.25 ms [2021-10-12 08:06:26 main:574] : INFO : Epoch 1776 | loss: 0.000539466 | val_loss: 0.000530922 | Time: 1551.01 ms [2021-10-12 08:06:28 main:574] : INFO : Epoch 1777 | loss: 0.000539472 | val_loss: 0.000530459 | Time: 1580.36 ms [2021-10-12 08:06:29 main:574] : INFO : Epoch 1778 | loss: 0.000538646 | val_loss: 0.000530169 | Time: 1578.66 ms [2021-10-12 08:06:31 main:574] : INFO : Epoch 1779 | loss: 0.000538426 | val_loss: 0.000530634 | Time: 1568.69 ms [2021-10-12 08:06:32 main:574] : INFO : Epoch 1780 | loss: 0.000538355 | val_loss: 0.000533435 | Time: 1558.66 ms [2021-10-12 08:06:34 main:574] : INFO : Epoch 1781 | loss: 0.000537886 | val_loss: 0.000530369 | Time: 1562.82 ms [2021-10-12 08:06:35 main:574] : INFO : Epoch 1782 | loss: 0.000536454 | val_loss: 0.000528695 | Time: 1570.36 ms [2021-10-12 08:06:37 main:574] : INFO : Epoch 1783 | loss: 0.000536004 | val_loss: 0.000529272 | Time: 1564.69 ms [2021-10-12 08:06:39 main:574] : INFO : Epoch 1784 | loss: 0.000535912 | val_loss: 0.000528904 | Time: 1570.58 ms [2021-10-12 08:06:40 main:574] : INFO : Epoch 1785 | loss: 0.000535441 | val_loss: 0.000528892 | Time: 1577.46 ms [2021-10-12 08:06:42 main:574] : INFO : Epoch 1786 | loss: 0.000535289 | val_loss: 0.000527841 | Time: 1548.32 ms [2021-10-12 08:06:43 main:574] : INFO : Epoch 1787 | loss: 0.000534803 | val_loss: 0.000527155 | Time: 1554.6 ms [2021-10-12 08:06:45 main:574] : INFO : Epoch 1788 | loss: 0.00053453 | val_loss: 0.000529241 | Time: 1523.89 ms [2021-10-12 08:06:46 main:574] : INFO : Epoch 1789 | loss: 0.000534447 | val_loss: 0.000527886 | Time: 1554.67 ms [2021-10-12 08:06:48 main:574] : INFO : Epoch 1790 | loss: 0.000533913 | val_loss: 0.000526838 | Time: 1568.54 ms [2021-10-12 08:06:49 main:574] : INFO : Epoch 1791 | loss: 0.000533586 | val_loss: 0.000527841 | Time: 1564.73 ms [2021-10-12 08:06:51 main:574] : INFO : Epoch 1792 | loss: 0.000533084 | val_loss: 0.000525611 | Time: 1564.25 ms [2021-10-12 08:06:53 main:574] : INFO : Epoch 1793 | loss: 0.000533378 | val_loss: 0.000525741 | Time: 1543.87 ms [2021-10-12 08:06:54 main:574] : INFO : Epoch 1794 | loss: 0.000533483 | val_loss: 0.000527555 | Time: 1556.41 ms [2021-10-12 08:06:56 main:574] : INFO : Epoch 1795 | loss: 0.000533199 | val_loss: 0.000525306 | Time: 1541.65 ms [2021-10-12 08:06:57 main:574] : INFO : Epoch 1796 | loss: 0.0005325 | val_loss: 0.000524745 | Time: 1591.4 ms [2021-10-12 08:06:59 main:574] : INFO : Epoch 1797 | loss: 0.00053182 | val_loss: 0.000525483 | Time: 1537.28 ms [2021-10-12 08:07:00 main:574] : INFO : Epoch 1798 | loss: 0.000531762 | val_loss: 0.000524295 | Time: 1579.58 ms [2021-10-12 08:07:02 main:574] : INFO : Epoch 1799 | loss: 0.000531209 | val_loss: 0.000524007 | Time: 1548.22 ms [2021-10-12 08:07:04 main:574] : INFO : Epoch 1800 | loss: 0.000530695 | val_loss: 0.000524557 | Time: 1582.39 ms [2021-10-12 08:07:05 main:574] : INFO : Epoch 1801 | loss: 0.000530598 | val_loss: 0.000523273 | Time: 1533.79 ms [2021-10-12 08:07:07 main:574] : INFO : Epoch 1802 | loss: 0.000529886 | val_loss: 0.000522568 | Time: 1578.74 ms [2021-10-12 08:07:08 main:574] : INFO : Epoch 1803 | loss: 0.000530198 | val_loss: 0.000522275 | Time: 1547.04 ms [2021-10-12 08:07:10 main:574] : INFO : Epoch 1804 | loss: 0.000529386 | val_loss: 0.000522953 | Time: 1563.36 ms [2021-10-12 08:07:11 main:574] : INFO : Epoch 1805 | loss: 0.000529103 | val_loss: 0.000521114 | Time: 1602.57 ms [2021-10-12 08:07:13 main:574] : INFO : Epoch 1806 | loss: 0.000528673 | val_loss: 0.000521212 | Time: 1532.97 ms [2021-10-12 08:07:15 main:574] : INFO : Epoch 1807 | loss: 0.000528404 | val_loss: 0.000520768 | Time: 1565.73 ms [2021-10-12 08:07:16 main:574] : INFO : Epoch 1808 | loss: 0.000527434 | val_loss: 0.000520169 | Time: 1571.08 ms [2021-10-12 08:07:18 main:574] : INFO : Epoch 1809 | loss: 0.000527447 | val_loss: 0.000520803 | Time: 1573.48 ms [2021-10-12 08:07:19 main:574] : INFO : Epoch 1810 | loss: 0.000527576 | val_loss: 0.000518921 | Time: 1589.76 ms [2021-10-12 08:07:21 main:574] : INFO : Epoch 1811 | loss: 0.000527558 | val_loss: 0.000519643 | Time: 1590.33 ms [2021-10-12 08:07:22 main:574] : INFO : Epoch 1812 | loss: 0.000526938 | val_loss: 0.000520318 | Time: 1574.01 ms [2021-10-12 08:07:24 main:574] : INFO : Epoch 1813 | loss: 0.000526583 | val_loss: 0.000518774 | Time: 1593.65 ms [2021-10-12 08:07:26 main:574] : INFO : Epoch 1814 | loss: 0.00052561 | val_loss: 0.000519241 | Time: 1557.71 ms [2021-10-12 08:07:27 main:574] : INFO : Epoch 1815 | loss: 0.000525473 | val_loss: 0.0005198 | Time: 1543.93 ms [2021-10-12 08:07:29 main:574] : INFO : Epoch 1816 | loss: 0.000525387 | val_loss: 0.000519741 | Time: 1576.98 ms [2021-10-12 08:07:30 main:574] : INFO : Epoch 1817 | loss: 0.000525243 | val_loss: 0.000518687 | Time: 1578 ms [2021-10-12 08:07:32 main:574] : INFO : Epoch 1818 | loss: 0.000524646 | val_loss: 0.000519074 | Time: 1578.49 ms [2021-10-12 08:07:34 main:574] : INFO : Epoch 1819 | loss: 0.000524739 | val_loss: 0.00051975 | Time: 1572.77 ms [2021-10-12 08:07:35 main:574] : INFO : Epoch 1820 | loss: 0.000526391 | val_loss: 0.000522704 | Time: 1606.96 ms [2021-10-12 08:07:37 main:574] : INFO : Epoch 1821 | loss: 0.000526775 | val_loss: 0.000518326 | Time: 1557.14 ms [2021-10-12 08:07:38 main:574] : INFO : Epoch 1822 | loss: 0.000525065 | val_loss: 0.000517851 | Time: 1623.38 ms [2021-10-12 08:07:40 main:574] : INFO : Epoch 1823 | loss: 0.000523758 | val_loss: 0.000517514 | Time: 1566.61 ms [2021-10-12 08:07:41 main:574] : INFO : Epoch 1824 | loss: 0.000523967 | val_loss: 0.000517849 | Time: 1552.37 ms [2021-10-12 08:07:43 main:574] : INFO : Epoch 1825 | loss: 0.000523731 | val_loss: 0.000515559 | Time: 1605.75 ms [2021-10-12 08:07:45 main:574] : INFO : Epoch 1826 | loss: 0.000524038 | val_loss: 0.000517851 | Time: 1553.6 ms [2021-10-12 08:07:46 main:574] : INFO : Epoch 1827 | loss: 0.000522722 | val_loss: 0.000516542 | Time: 1556.65 ms [2021-10-12 08:07:48 main:574] : INFO : Epoch 1828 | loss: 0.000522945 | val_loss: 0.000518123 | Time: 1580.78 ms [2021-10-12 08:07:49 main:574] : INFO : Epoch 1829 | loss: 0.000523365 | val_loss: 0.00051667 | Time: 1596.58 ms [2021-10-12 08:07:51 main:574] : INFO : Epoch 1830 | loss: 0.000523074 | val_loss: 0.000517961 | Time: 1549.02 ms [2021-10-12 08:07:53 main:574] : INFO : Epoch 1831 | loss: 0.000522052 | val_loss: 0.000516212 | Time: 1589.28 ms [2021-10-12 08:07:54 main:574] : INFO : Epoch 1832 | loss: 0.000521847 | val_loss: 0.000515411 | Time: 1577.84 ms [2021-10-12 08:07:56 main:574] : INFO : Epoch 1833 | loss: 0.000522838 | val_loss: 0.000514952 | Time: 1577.94 ms [2021-10-12 08:07:57 main:574] : INFO : Epoch 1834 | loss: 0.000521874 | val_loss: 0.000516813 | Time: 1581.39 ms [2021-10-12 08:07:59 main:574] : INFO : Epoch 1835 | loss: 0.000521668 | val_loss: 0.00051591 | Time: 1559.96 ms [2021-10-12 08:08:00 main:574] : INFO : Epoch 1836 | loss: 0.000521131 | val_loss: 0.000514314 | Time: 1597.27 ms [2021-10-12 08:08:02 main:574] : INFO : Epoch 1837 | loss: 0.000521666 | val_loss: 0.000514936 | Time: 1566.9 ms [2021-10-12 08:08:04 main:574] : INFO : Epoch 1838 | loss: 0.000522017 | val_loss: 0.000516827 | Time: 1560.79 ms [2021-10-12 08:08:05 main:574] : INFO : Epoch 1839 | loss: 0.0005214 | val_loss: 0.000514715 | Time: 1589.56 ms [2021-10-12 08:08:07 main:574] : INFO : Epoch 1840 | loss: 0.000520798 | val_loss: 0.000513169 | Time: 1572.33 ms [2021-10-12 08:08:08 main:574] : INFO : Epoch 1841 | loss: 0.000520183 | val_loss: 0.000514268 | Time: 1598.89 ms [2021-10-12 08:08:10 main:574] : INFO : Epoch 1842 | loss: 0.000519412 | val_loss: 0.000512858 | Time: 1582.86 ms [2021-10-12 08:08:12 main:574] : INFO : Epoch 1843 | loss: 0.000519222 | val_loss: 0.000513972 | Time: 1577.83 ms [2021-10-12 08:08:13 main:574] : INFO : Epoch 1844 | loss: 0.000519879 | val_loss: 0.000514845 | Time: 1549.41 ms [2021-10-12 08:08:15 main:574] : INFO : Epoch 1845 | loss: 0.000519293 | val_loss: 0.000512317 | Time: 1594.88 ms [2021-10-12 08:08:16 main:574] : INFO : Epoch 1846 | loss: 0.000519451 | val_loss: 0.000514731 | Time: 1553.25 ms [2021-10-12 08:08:18 main:574] : INFO : Epoch 1847 | loss: 0.000519513 | val_loss: 0.000512194 | Time: 1571.36 ms [2021-10-12 08:08:19 main:574] : INFO : Epoch 1848 | loss: 0.000519324 | val_loss: 0.00051301 | Time: 1551.04 ms [2021-10-12 08:08:21 main:574] : INFO : Epoch 1849 | loss: 0.000518215 | val_loss: 0.000511115 | Time: 1575.9 ms [2021-10-12 08:08:23 main:574] : INFO : Epoch 1850 | loss: 0.000517975 | val_loss: 0.000510948 | Time: 1584.02 ms [2021-10-12 08:08:24 main:574] : INFO : Epoch 1851 | loss: 0.000517701 | val_loss: 0.000508185 | Time: 1554.84 ms [2021-10-12 08:08:26 main:574] : INFO : Epoch 1852 | loss: 0.000516866 | val_loss: 0.000508417 | Time: 1546 ms [2021-10-12 08:08:27 main:574] : INFO : Epoch 1853 | loss: 0.000516447 | val_loss: 0.000506758 | Time: 1593.63 ms [2021-10-12 08:08:29 main:574] : INFO : Epoch 1854 | loss: 0.000516719 | val_loss: 0.000508977 | Time: 1577.69 ms [2021-10-12 08:08:30 main:574] : INFO : Epoch 1855 | loss: 0.000517701 | val_loss: 0.000509329 | Time: 1601.31 ms [2021-10-12 08:08:32 main:574] : INFO : Epoch 1856 | loss: 0.000516078 | val_loss: 0.000508223 | Time: 1538.5 ms [2021-10-12 08:08:34 main:574] : INFO : Epoch 1857 | loss: 0.000514516 | val_loss: 0.000504531 | Time: 1559.52 ms [2021-10-12 08:08:35 main:574] : INFO : Epoch 1858 | loss: 0.000516837 | val_loss: 0.000507684 | Time: 1555.57 ms [2021-10-12 08:08:37 main:574] : INFO : Epoch 1859 | loss: 0.000515299 | val_loss: 0.000505395 | Time: 1606.23 ms [2021-10-12 08:08:38 main:574] : INFO : Epoch 1860 | loss: 0.000514981 | val_loss: 0.000512361 | Time: 1558.58 ms [2021-10-12 08:08:40 main:574] : INFO : Epoch 1861 | loss: 0.000515707 | val_loss: 0.000503907 | Time: 1552.33 ms [2021-10-12 08:08:42 main:574] : INFO : Epoch 1862 | loss: 0.000513255 | val_loss: 0.000501749 | Time: 1593.51 ms [2021-10-12 08:08:43 main:574] : INFO : Epoch 1863 | loss: 0.000513945 | val_loss: 0.000503865 | Time: 1591.28 ms [2021-10-12 08:08:45 main:574] : INFO : Epoch 1864 | loss: 0.000513636 | val_loss: 0.000507582 | Time: 1586.37 ms [2021-10-12 08:08:46 main:574] : INFO : Epoch 1865 | loss: 0.000516094 | val_loss: 0.00050516 | Time: 1598.22 ms [2021-10-12 08:08:48 main:574] : INFO : Epoch 1866 | loss: 0.000514298 | val_loss: 0.000502677 | Time: 1551.6 ms [2021-10-12 08:08:49 main:574] : INFO : Epoch 1867 | loss: 0.000514563 | val_loss: 0.000505436 | Time: 1576.98 ms [2021-10-12 08:08:51 main:574] : INFO : Epoch 1868 | loss: 0.000517188 | val_loss: 0.00050491 | Time: 1557.34 ms [2021-10-12 08:08:53 main:574] : INFO : Epoch 1869 | loss: 0.000514263 | val_loss: 0.000503561 | Time: 1581.43 ms [2021-10-12 08:08:54 main:574] : INFO : Epoch 1870 | loss: 0.000512846 | val_loss: 0.000505222 | Time: 1605.82 ms [2021-10-12 08:08:56 main:574] : INFO : Epoch 1871 | loss: 0.000512398 | val_loss: 0.00050276 | Time: 1559.4 ms [2021-10-12 08:08:57 main:574] : INFO : Epoch 1872 | loss: 0.000513324 | val_loss: 0.000503404 | Time: 1575.91 ms [2021-10-12 08:08:59 main:574] : INFO : Epoch 1873 | loss: 0.000513943 | val_loss: 0.000501635 | Time: 1538.8 ms [2021-10-12 08:09:00 main:574] : INFO : Epoch 1874 | loss: 0.000513901 | val_loss: 0.000503862 | Time: 1586.43 ms [2021-10-12 08:09:02 main:574] : INFO : Epoch 1875 | loss: 0.00051335 | val_loss: 0.00050515 | Time: 1572.08 ms [2021-10-12 08:09:04 main:574] : INFO : Epoch 1876 | loss: 0.000514544 | val_loss: 0.000502703 | Time: 1585.51 ms [2021-10-12 08:09:05 main:574] : INFO : Epoch 1877 | loss: 0.000511775 | val_loss: 0.000504434 | Time: 1532.05 ms [2021-10-12 08:09:07 main:574] : INFO : Epoch 1878 | loss: 0.000517794 | val_loss: 0.000537004 | Time: 1570.53 ms [2021-10-12 08:09:08 main:574] : INFO : Epoch 1879 | loss: 0.000598491 | val_loss: 0.000614324 | Time: 1561.59 ms [2021-10-12 08:09:10 main:574] : INFO : Epoch 1880 | loss: 0.000592346 | val_loss: 0.000521181 | Time: 1577.03 ms [2021-10-12 08:09:12 main:574] : INFO : Epoch 1881 | loss: 0.000525727 | val_loss: 0.000509838 | Time: 1598.37 ms [2021-10-12 08:09:13 main:574] : INFO : Epoch 1882 | loss: 0.000515219 | val_loss: 0.000501481 | Time: 1583.36 ms [2021-10-12 08:09:15 main:574] : INFO : Epoch 1883 | loss: 0.000512086 | val_loss: 0.000499728 | Time: 1524.53 ms [2021-10-12 08:09:16 main:574] : INFO : Epoch 1884 | loss: 0.000511777 | val_loss: 0.000500895 | Time: 1583.12 ms [2021-10-12 08:09:18 main:574] : INFO : Epoch 1885 | loss: 0.000510357 | val_loss: 0.000499541 | Time: 1552.14 ms [2021-10-12 08:09:19 main:574] : INFO : Epoch 1886 | loss: 0.000510951 | val_loss: 0.000500045 | Time: 1541.04 ms [2021-10-12 08:09:21 main:574] : INFO : Epoch 1887 | loss: 0.0005096 | val_loss: 0.000500012 | Time: 1549.89 ms [2021-10-12 08:09:22 main:574] : INFO : Epoch 1888 | loss: 0.000511495 | val_loss: 0.000501343 | Time: 1548.81 ms [2021-10-12 08:09:24 main:574] : INFO : Epoch 1889 | loss: 0.000510716 | val_loss: 0.000501673 | Time: 1563.47 ms [2021-10-12 08:09:26 main:574] : INFO : Epoch 1890 | loss: 0.000509764 | val_loss: 0.00049727 | Time: 1580.49 ms [2021-10-12 08:09:27 main:574] : INFO : Epoch 1891 | loss: 0.000508182 | val_loss: 0.000495971 | Time: 1595.41 ms [2021-10-12 08:09:29 main:574] : INFO : Epoch 1892 | loss: 0.000509307 | val_loss: 0.000501623 | Time: 1569.78 ms [2021-10-12 08:09:30 main:574] : INFO : Epoch 1893 | loss: 0.00050866 | val_loss: 0.000496194 | Time: 1575.78 ms [2021-10-12 08:09:32 main:574] : INFO : Epoch 1894 | loss: 0.000510621 | val_loss: 0.000499037 | Time: 1542.86 ms [2021-10-12 08:09:34 main:574] : INFO : Epoch 1895 | loss: 0.000509814 | val_loss: 0.000501359 | Time: 1578.04 ms [2021-10-12 08:09:35 main:574] : INFO : Epoch 1896 | loss: 0.000508413 | val_loss: 0.000498666 | Time: 1576.08 ms [2021-10-12 08:09:37 main:574] : INFO : Epoch 1897 | loss: 0.000507123 | val_loss: 0.000496811 | Time: 1580.4 ms [2021-10-12 08:09:38 main:574] : INFO : Epoch 1898 | loss: 0.00050754 | val_loss: 0.000495626 | Time: 1562.74 ms [2021-10-12 08:09:40 main:574] : INFO : Epoch 1899 | loss: 0.000508157 | val_loss: 0.000499025 | Time: 1566.13 ms [2021-10-12 08:09:41 main:574] : INFO : Epoch 1900 | loss: 0.000507527 | val_loss: 0.000494468 | Time: 1566.02 ms [2021-10-12 08:09:43 main:574] : INFO : Epoch 1901 | loss: 0.000506622 | val_loss: 0.000504633 | Time: 1568.04 ms [2021-10-12 08:09:45 main:574] : INFO : Epoch 1902 | loss: 0.000513387 | val_loss: 0.000503032 | Time: 1552.39 ms [2021-10-12 08:09:46 main:574] : INFO : Epoch 1903 | loss: 0.000508724 | val_loss: 0.000496713 | Time: 1570.89 ms [2021-10-12 08:09:48 main:574] : INFO : Epoch 1904 | loss: 0.000506728 | val_loss: 0.000494102 | Time: 1566.84 ms [2021-10-12 08:09:49 main:574] : INFO : Epoch 1905 | loss: 0.000505723 | val_loss: 0.000493513 | Time: 1575.3 ms [2021-10-12 08:09:51 main:574] : INFO : Epoch 1906 | loss: 0.000508551 | val_loss: 0.000500006 | Time: 1542.55 ms [2021-10-12 08:09:52 main:574] : INFO : Epoch 1907 | loss: 0.0005286 | val_loss: 0.000509282 | Time: 1578.91 ms [2021-10-12 08:09:54 main:574] : INFO : Epoch 1908 | loss: 0.0203004 | val_loss: 0.0171009 | Time: 1528.25 ms [2021-10-12 08:09:55 main:574] : INFO : Epoch 1909 | loss: 0.0141144 | val_loss: 0.0103166 | Time: 1524.85 ms [2021-10-12 08:09:57 main:574] : INFO : Epoch 1910 | loss: 0.00989847 | val_loss: 0.00917183 | Time: 1562.66 ms [2021-10-12 08:09:59 main:574] : INFO : Epoch 1911 | loss: 0.0092013 | val_loss: 0.0089158 | Time: 1546.69 ms [2021-10-12 08:10:00 main:574] : INFO : Epoch 1912 | loss: 0.00903761 | val_loss: 0.00883231 | Time: 1598.64 ms [2021-10-12 08:10:02 main:574] : INFO : Epoch 1913 | loss: 0.00898718 | val_loss: 0.00880028 | Time: 1587.35 ms [2021-10-12 08:10:03 main:574] : INFO : Epoch 1914 | loss: 0.00895656 | val_loss: 0.00877549 | Time: 1547.48 ms [2021-10-12 08:10:05 main:574] : INFO : Epoch 1915 | loss: 0.00893318 | val_loss: 0.00875895 | Time: 1543.87 ms [2021-10-12 08:10:06 main:574] : INFO : Epoch 1916 | loss: 0.00892023 | val_loss: 0.0087546 | Time: 1573.42 ms [2021-10-12 08:10:08 main:574] : INFO : Epoch 1917 | loss: 0.00890971 | val_loss: 0.00874373 | Time: 1548.08 ms [2021-10-12 08:10:10 main:574] : INFO : Epoch 1918 | loss: 0.00890249 | val_loss: 0.00874147 | Time: 1552.55 ms [2021-10-12 08:10:11 main:574] : INFO : Epoch 1919 | loss: 0.00889633 | val_loss: 0.00873294 | Time: 1572.43 ms [2021-10-12 08:10:13 main:574] : INFO : Epoch 1920 | loss: 0.00889056 | val_loss: 0.00872657 | Time: 1540.86 ms [2021-10-12 08:10:14 main:574] : INFO : Epoch 1921 | loss: 0.00888424 | val_loss: 0.00871987 | Time: 1557.29 ms [2021-10-12 08:10:16 main:574] : INFO : Epoch 1922 | loss: 0.00887718 | val_loss: 0.00871343 | Time: 1595.36 ms [2021-10-12 08:10:17 main:574] : INFO : Epoch 1923 | loss: 0.0088713 | val_loss: 0.00870887 | Time: 1562.56 ms [2021-10-12 08:10:19 main:574] : INFO : Epoch 1924 | loss: 0.00886602 | val_loss: 0.00870435 | Time: 1574.17 ms [2021-10-12 08:10:21 main:574] : INFO : Epoch 1925 | loss: 0.0088482 | val_loss: 0.0086483 | Time: 1562.45 ms [2021-10-12 08:10:22 main:574] : INFO : Epoch 1926 | loss: 0.00876655 | val_loss: 0.00855617 | Time: 1563.55 ms [2021-10-12 08:10:24 main:574] : INFO : Epoch 1927 | loss: 0.00870107 | val_loss: 0.0085071 | Time: 1534.45 ms [2021-10-12 08:10:25 main:574] : INFO : Epoch 1928 | loss: 0.008663 | val_loss: 0.00849754 | Time: 1564.23 ms [2021-10-12 08:10:27 main:574] : INFO : Epoch 1929 | loss: 0.00862338 | val_loss: 0.0084357 | Time: 1574.17 ms [2021-10-12 08:10:28 main:574] : INFO : Epoch 1930 | loss: 0.00857487 | val_loss: 0.00839635 | Time: 1557.72 ms [2021-10-12 08:10:30 main:574] : INFO : Epoch 1931 | loss: 0.0085436 | val_loss: 0.008361 | Time: 1560.54 ms [2021-10-12 08:10:32 main:574] : INFO : Epoch 1932 | loss: 0.0085133 | val_loss: 0.00834026 | Time: 1559.2 ms [2021-10-12 08:10:33 main:574] : INFO : Epoch 1933 | loss: 0.00848341 | val_loss: 0.00830718 | Time: 1581.04 ms [2021-10-12 08:10:35 main:574] : INFO : Epoch 1934 | loss: 0.00845891 | val_loss: 0.00828503 | Time: 1556.89 ms [2021-10-12 08:10:36 main:574] : INFO : Epoch 1935 | loss: 0.00843774 | val_loss: 0.00825802 | Time: 1597.14 ms [2021-10-12 08:10:38 main:574] : INFO : Epoch 1936 | loss: 0.00843661 | val_loss: 0.00831291 | Time: 1577.34 ms [2021-10-12 08:10:40 main:574] : INFO : Epoch 1937 | loss: 0.0084251 | val_loss: 0.00822522 | Time: 1624.61 ms [2021-10-12 08:10:41 main:574] : INFO : Epoch 1938 | loss: 0.00837746 | val_loss: 0.00820214 | Time: 1574.58 ms [2021-10-12 08:10:43 main:574] : INFO : Epoch 1939 | loss: 0.0083576 | val_loss: 0.00818095 | Time: 1561.24 ms [2021-10-12 08:10:44 main:574] : INFO : Epoch 1940 | loss: 0.00834 | val_loss: 0.00816726 | Time: 1558.97 ms [2021-10-12 08:10:46 main:574] : INFO : Epoch 1941 | loss: 0.00834367 | val_loss: 0.00817277 | Time: 1564 ms [2021-10-12 08:10:47 main:574] : INFO : Epoch 1942 | loss: 0.00831929 | val_loss: 0.00813109 | Time: 1549.58 ms [2021-10-12 08:10:49 main:574] : INFO : Epoch 1943 | loss: 0.00828762 | val_loss: 0.00811521 | Time: 1555.6 ms [2021-10-12 08:10:50 main:574] : INFO : Epoch 1944 | loss: 0.00828824 | val_loss: 0.0081333 | Time: 1558.61 ms [2021-10-12 08:10:52 main:574] : INFO : Epoch 1945 | loss: 0.00827862 | val_loss: 0.00810569 | Time: 1574.72 ms [2021-10-12 08:10:54 main:574] : INFO : Epoch 1946 | loss: 0.008257 | val_loss: 0.00808158 | Time: 1569.6 ms [2021-10-12 08:10:55 main:574] : INFO : Epoch 1947 | loss: 0.00824427 | val_loss: 0.00807809 | Time: 1578.12 ms [2021-10-12 08:10:57 main:574] : INFO : Epoch 1948 | loss: 0.00824193 | val_loss: 0.00805819 | Time: 1598.58 ms [2021-10-12 08:10:58 main:574] : INFO : Epoch 1949 | loss: 0.0082218 | val_loss: 0.00802641 | Time: 1606.53 ms [2021-10-12 08:11:00 main:574] : INFO : Epoch 1950 | loss: 0.00817617 | val_loss: 0.00800926 | Time: 1523.42 ms [2021-10-12 08:11:02 main:574] : INFO : Epoch 1951 | loss: 0.00815682 | val_loss: 0.00797934 | Time: 1595.47 ms [2021-10-12 08:11:03 main:574] : INFO : Epoch 1952 | loss: 0.00813583 | val_loss: 0.00796611 | Time: 1601.78 ms [2021-10-12 08:11:05 main:574] : INFO : Epoch 1953 | loss: 0.00813263 | val_loss: 0.00797722 | Time: 1583.36 ms [2021-10-12 08:11:06 main:574] : INFO : Epoch 1954 | loss: 0.00811395 | val_loss: 0.00794867 | Time: 1608.78 ms [2021-10-12 08:11:08 main:574] : INFO : Epoch 1955 | loss: 0.00808961 | val_loss: 0.00793006 | Time: 1570.99 ms [2021-10-12 08:11:10 main:574] : INFO : Epoch 1956 | loss: 0.00806048 | val_loss: 0.00789209 | Time: 1525.41 ms [2021-10-12 08:11:11 main:574] : INFO : Epoch 1957 | loss: 0.00804143 | val_loss: 0.00790661 | Time: 1548.78 ms [2021-10-12 08:11:13 main:574] : INFO : Epoch 1958 | loss: 0.0080621 | val_loss: 0.00788261 | Time: 1601.81 ms [2021-10-12 08:11:14 main:574] : INFO : Epoch 1959 | loss: 0.00801117 | val_loss: 0.00782169 | Time: 1617.38 ms [2021-10-12 08:11:16 main:574] : INFO : Epoch 1960 | loss: 0.00799361 | val_loss: 0.00781695 | Time: 1596.96 ms [2021-10-12 08:11:17 main:574] : INFO : Epoch 1961 | loss: 0.00801723 | val_loss: 0.0078245 | Time: 1591.82 ms [2021-10-12 08:11:19 main:574] : INFO : Epoch 1962 | loss: 0.00798975 | val_loss: 0.00788548 | Time: 1555.8 ms [2021-10-12 08:11:21 main:574] : INFO : Epoch 1963 | loss: 0.00800024 | val_loss: 0.00778647 | Time: 1568.76 ms [2021-10-12 08:11:22 main:574] : INFO : Epoch 1964 | loss: 0.00792239 | val_loss: 0.00775916 | Time: 1573.76 ms [2021-10-12 08:11:24 main:574] : INFO : Epoch 1965 | loss: 0.00790349 | val_loss: 0.00770663 | Time: 1578.57 ms [2021-10-12 08:11:25 main:574] : INFO : Epoch 1966 | loss: 0.00785966 | val_loss: 0.00770042 | Time: 1565.11 ms [2021-10-12 08:11:27 main:574] : INFO : Epoch 1967 | loss: 0.00790158 | val_loss: 0.00799638 | Time: 1596.63 ms [2021-10-12 08:11:29 main:574] : INFO : Epoch 1968 | loss: 0.00807428 | val_loss: 0.00781295 | Time: 1549.78 ms [2021-10-12 08:11:30 main:574] : INFO : Epoch 1969 | loss: 0.00792175 | val_loss: 0.00770621 | Time: 1564.13 ms [2021-10-12 08:11:32 main:574] : INFO : Epoch 1970 | loss: 0.00786204 | val_loss: 0.00769374 | Time: 1595.2 ms [2021-10-12 08:11:33 main:574] : INFO : Epoch 1971 | loss: 0.00786657 | val_loss: 0.0076683 | Time: 1575.2 ms [2021-10-12 08:11:35 main:574] : INFO : Epoch 1972 | loss: 0.00783107 | val_loss: 0.00752186 | Time: 1578.9 ms [2021-10-12 08:11:36 main:574] : INFO : Epoch 1973 | loss: 0.00833847 | val_loss: 0.00814444 | Time: 1542.81 ms [2021-10-12 08:11:38 main:574] : INFO : Epoch 1974 | loss: 0.00806006 | val_loss: 0.00773093 | Time: 1590.56 ms [2021-10-12 08:11:40 main:574] : INFO : Epoch 1975 | loss: 0.00793027 | val_loss: 0.00779941 | Time: 1564.51 ms [2021-10-12 08:11:41 main:574] : INFO : Epoch 1976 | loss: 0.00760858 | val_loss: 0.00658511 | Time: 1548.33 ms [2021-10-12 08:11:43 main:574] : INFO : Epoch 1977 | loss: 0.00690286 | val_loss: 0.00576644 | Time: 1602.77 ms [2021-10-12 08:11:44 main:574] : INFO : Epoch 1978 | loss: 0.0048769 | val_loss: 0.0042981 | Time: 1565.95 ms [2021-10-12 08:11:46 main:574] : INFO : Epoch 1979 | loss: 0.00421915 | val_loss: 0.00393509 | Time: 1573.38 ms [2021-10-12 08:11:47 main:574] : INFO : Epoch 1980 | loss: 0.00399216 | val_loss: 0.0038103 | Time: 1586.03 ms [2021-10-12 08:11:49 main:574] : INFO : Epoch 1981 | loss: 0.00386056 | val_loss: 0.0036944 | Time: 1536.83 ms [2021-10-12 08:11:51 main:574] : INFO : Epoch 1982 | loss: 0.00375636 | val_loss: 0.00358669 | Time: 1588.24 ms [2021-10-12 08:11:52 main:574] : INFO : Epoch 1983 | loss: 0.00367009 | val_loss: 0.00345566 | Time: 1567.31 ms [2021-10-12 08:11:54 main:574] : INFO : Epoch 1984 | loss: 0.00327935 | val_loss: 0.00292903 | Time: 1547.26 ms [2021-10-12 08:11:55 main:574] : INFO : Epoch 1985 | loss: 0.00261393 | val_loss: 0.00196056 | Time: 1570.43 ms [2021-10-12 08:11:57 main:574] : INFO : Epoch 1986 | loss: 0.0015718 | val_loss: 0.00129894 | Time: 1577.86 ms [2021-10-12 08:11:58 main:574] : INFO : Epoch 1987 | loss: 0.00124259 | val_loss: 0.00115758 | Time: 1573.48 ms [2021-10-12 08:12:00 main:574] : INFO : Epoch 1988 | loss: 0.00116339 | val_loss: 0.00110822 | Time: 1579.58 ms [2021-10-12 08:12:02 main:574] : INFO : Epoch 1989 | loss: 0.00113491 | val_loss: 0.00109038 | Time: 1538.16 ms [2021-10-12 08:12:03 main:574] : INFO : Epoch 1990 | loss: 0.00111465 | val_loss: 0.00108173 | Time: 1559.52 ms [2021-10-12 08:12:05 main:574] : INFO : Epoch 1991 | loss: 0.0010971 | val_loss: 0.00105265 | Time: 1594.41 ms [2021-10-12 08:12:06 main:574] : INFO : Epoch 1992 | loss: 0.00107952 | val_loss: 0.00104376 | Time: 1574.4 ms [2021-10-12 08:12:08 main:574] : INFO : Epoch 1993 | loss: 0.00106661 | val_loss: 0.00103403 | Time: 1559.61 ms [2021-10-12 08:12:10 main:574] : INFO : Epoch 1994 | loss: 0.00105634 | val_loss: 0.00102435 | Time: 1578.02 ms [2021-10-12 08:12:11 main:574] : INFO : Epoch 1995 | loss: 0.00104308 | val_loss: 0.00101788 | Time: 1538.91 ms [2021-10-12 08:12:13 main:574] : INFO : Epoch 1996 | loss: 0.00103372 | val_loss: 0.00100628 | Time: 1591.06 ms [2021-10-12 08:12:14 main:574] : INFO : Epoch 1997 | loss: 0.00103131 | val_loss: 0.00099644 | Time: 1612.49 ms [2021-10-12 08:12:16 main:574] : INFO : Epoch 1998 | loss: 0.00101856 | val_loss: 0.000992385 | Time: 1554.21 ms [2021-10-12 08:12:17 main:574] : INFO : Epoch 1999 | loss: 0.00101169 | val_loss: 0.000981458 | Time: 1544.49 ms [2021-10-12 08:12:19 main:574] : INFO : Epoch 2000 | loss: 0.00100474 | val_loss: 0.000977844 | Time: 1566.05 ms [2021-10-12 08:12:21 main:574] : INFO : Epoch 2001 | loss: 0.00100069 | val_loss: 0.000969237 | Time: 1556.83 ms [2021-10-12 08:12:23 main:574] : INFO : Epoch 2002 | loss: 0.00099723 | val_loss: 0.000967245 | Time: 1550.01 ms [2021-10-12 08:12:24 main:574] : INFO : Epoch 2003 | loss: 0.000988082 | val_loss: 0.00095975 | Time: 1567.98 ms [2021-10-12 08:12:26 main:574] : INFO : Epoch 2004 | loss: 0.000985695 | val_loss: 0.000969951 | Time: 1606.54 ms [2021-10-12 08:12:28 main:574] : INFO : Epoch 2005 | loss: 0.000980642 | val_loss: 0.000952922 | Time: 1596.47 ms [2021-10-12 08:12:30 main:574] : INFO : Epoch 2006 | loss: 0.000975508 | val_loss: 0.000948956 | Time: 1603.71 ms [2021-10-12 08:12:31 main:574] : INFO : Epoch 2007 | loss: 0.000972814 | val_loss: 0.00094273 | Time: 1566.4 ms [2021-10-12 08:12:33 main:574] : INFO : Epoch 2008 | loss: 0.000967978 | val_loss: 0.000941191 | Time: 1550.51 ms [2021-10-12 08:12:34 main:574] : INFO : Epoch 2009 | loss: 0.000965471 | val_loss: 0.000937041 | Time: 1564.92 ms [2021-10-12 08:12:36 main:574] : INFO : Epoch 2010 | loss: 0.000959979 | val_loss: 0.000939289 | Time: 1558.24 ms [2021-10-12 08:12:38 main:574] : INFO : Epoch 2011 | loss: 0.000956169 | val_loss: 0.000930379 | Time: 1585.75 ms [2021-10-12 08:12:39 main:574] : INFO : Epoch 2012 | loss: 0.000953227 | val_loss: 0.000930006 | Time: 1613.33 ms [2021-10-12 08:12:41 main:574] : INFO : Epoch 2013 | loss: 0.000947538 | val_loss: 0.000922859 | Time: 1560.69 ms [2021-10-12 08:12:42 main:574] : INFO : Epoch 2014 | loss: 0.000942455 | val_loss: 0.000919725 | Time: 1612.96 ms [2021-10-12 08:12:44 main:574] : INFO : Epoch 2015 | loss: 0.000942837 | val_loss: 0.000917203 | Time: 1572 ms [2021-10-12 08:12:45 main:574] : INFO : Epoch 2016 | loss: 0.000935492 | val_loss: 0.000909864 | Time: 1548.27 ms [2021-10-12 08:12:47 main:574] : INFO : Epoch 2017 | loss: 0.000931284 | val_loss: 0.000909819 | Time: 1595.51 ms [2021-10-12 08:12:49 main:574] : INFO : Epoch 2018 | loss: 0.000932069 | val_loss: 0.000919211 | Time: 1592.6 ms [2021-10-12 08:12:50 main:574] : INFO : Epoch 2019 | loss: 0.000928635 | val_loss: 0.000906128 | Time: 1554.68 ms [2021-10-12 08:12:52 main:574] : INFO : Epoch 2020 | loss: 0.000920497 | val_loss: 0.00089841 | Time: 1588.2 ms [2021-10-12 08:12:53 main:574] : INFO : Epoch 2021 | loss: 0.000922112 | val_loss: 0.000897832 | Time: 1562.43 ms [2021-10-12 08:12:55 main:574] : INFO : Epoch 2022 | loss: 0.000918431 | val_loss: 0.000896883 | Time: 1601.53 ms [2021-10-12 08:12:57 main:574] : INFO : Epoch 2023 | loss: 0.000904093 | val_loss: 0.000880079 | Time: 1554.74 ms [2021-10-12 08:12:58 main:574] : INFO : Epoch 2024 | loss: 0.000884453 | val_loss: 0.000867177 | Time: 1548.29 ms [2021-10-12 08:13:00 main:574] : INFO : Epoch 2025 | loss: 0.000866816 | val_loss: 0.000837494 | Time: 1571.96 ms [2021-10-12 08:13:01 main:574] : INFO : Epoch 2026 | loss: 0.000840099 | val_loss: 0.00081966 | Time: 1575.45 ms [2021-10-12 08:13:03 main:574] : INFO : Epoch 2027 | loss: 0.000832797 | val_loss: 0.000810434 | Time: 1571.64 ms [2021-10-12 08:13:05 main:574] : INFO : Epoch 2028 | loss: 0.00082086 | val_loss: 0.000804597 | Time: 1620.2 ms [2021-10-12 08:13:06 main:574] : INFO : Epoch 2029 | loss: 0.000814206 | val_loss: 0.000797398 | Time: 1632.84 ms [2021-10-12 08:13:08 main:574] : INFO : Epoch 2030 | loss: 0.000812869 | val_loss: 0.000797301 | Time: 1602.62 ms [2021-10-12 08:13:09 main:574] : INFO : Epoch 2031 | loss: 0.000813159 | val_loss: 0.000798421 | Time: 1607.12 ms [2021-10-12 08:13:11 main:574] : INFO : Epoch 2032 | loss: 0.000805629 | val_loss: 0.000791866 | Time: 1626.94 ms [2021-10-12 08:13:13 main:574] : INFO : Epoch 2033 | loss: 0.000803801 | val_loss: 0.000795328 | Time: 1624.15 ms [2021-10-12 08:13:14 main:574] : INFO : Epoch 2034 | loss: 0.000798775 | val_loss: 0.000781876 | Time: 1621.48 ms [2021-10-12 08:13:16 main:574] : INFO : Epoch 2035 | loss: 0.000796088 | val_loss: 0.000781291 | Time: 1615.68 ms [2021-10-12 08:13:17 main:574] : INFO : Epoch 2036 | loss: 0.000792186 | val_loss: 0.000776613 | Time: 1603.6 ms [2021-10-12 08:13:19 main:574] : INFO : Epoch 2037 | loss: 0.000790264 | val_loss: 0.000774419 | Time: 1584.65 ms [2021-10-12 08:13:21 main:574] : INFO : Epoch 2038 | loss: 0.000788582 | val_loss: 0.000776551 | Time: 1600.14 ms [2021-10-12 08:13:22 main:574] : INFO : Epoch 2039 | loss: 0.000788126 | val_loss: 0.000772021 | Time: 1611.37 ms [2021-10-12 08:13:24 main:574] : INFO : Epoch 2040 | loss: 0.000786532 | val_loss: 0.000784264 | Time: 1622.64 ms [2021-10-12 08:13:26 main:574] : INFO : Epoch 2041 | loss: 0.000786325 | val_loss: 0.000770211 | Time: 1612.2 ms [2021-10-12 08:13:27 main:574] : INFO : Epoch 2042 | loss: 0.000784465 | val_loss: 0.000767253 | Time: 1593.69 ms [2021-10-12 08:13:29 main:574] : INFO : Epoch 2043 | loss: 0.000783507 | val_loss: 0.000768377 | Time: 1613.6 ms [2021-10-12 08:13:30 main:574] : INFO : Epoch 2044 | loss: 0.000781133 | val_loss: 0.000769012 | Time: 1618.54 ms [2021-10-12 08:13:32 main:574] : INFO : Epoch 2045 | loss: 0.000784053 | val_loss: 0.000764287 | Time: 1631.22 ms [2021-10-12 08:13:34 main:574] : INFO : Epoch 2046 | loss: 0.000787261 | val_loss: 0.000767488 | Time: 1609.19 ms [2021-10-12 08:13:35 main:574] : INFO : Epoch 2047 | loss: 0.000783224 | val_loss: 0.000775486 | Time: 1608.98 ms [2021-10-12 08:13:37 main:574] : INFO : Epoch 2048 | loss: 0.000784792 | val_loss: 0.000769079 | Time: 1610.55 ms [2021-10-12 08:13:37 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.000769079 [2021-10-12 08:13:37 main:603] : INFO : Saving end state to config to file [2021-10-12 08:13:37 main:608] : INFO : Success, exiting.. 08:13:37 (10212): 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)