Task 14223725
| Name | ParityModified-1647047948-17572-2-0_0 |
| Workunit | 11282563 |
| Created | 2 Apr 2022, 2:39:42 UTC |
| Sent | 10 Apr 2022, 6:21:42 UTC |
| Report deadline | 18 Apr 2022, 6:21:42 UTC |
| Received | 10 Apr 2022, 8:08:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19867 |
| Run time | 56 min 12 sec |
| CPU time | 55 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,857.70 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0310851 | val_loss: 0.0311231 | Time: 1642.26 ms [2022-04-10 09:29:57 main:574] : INFO : Epoch 1543 | loss: 0.0310822 | val_loss: 0.0311223 | Time: 1639.98 ms [2022-04-10 09:29:59 main:574] : INFO : Epoch 1544 | loss: 0.0310869 | val_loss: 0.0311229 | Time: 1640.19 ms [2022-04-10 09:30:00 main:574] : INFO : Epoch 1545 | loss: 0.0310866 | val_loss: 0.0311252 | Time: 1643.91 ms [2022-04-10 09:30:02 main:574] : INFO : Epoch 1546 | loss: 0.0310905 | val_loss: 0.0311241 | Time: 1636.35 ms [2022-04-10 09:30:04 main:574] : INFO : Epoch 1547 | loss: 0.0311012 | val_loss: 0.0311312 | Time: 1641.17 ms [2022-04-10 09:30:05 main:574] : INFO : Epoch 1548 | loss: 0.0310907 | val_loss: 0.0311224 | Time: 1639.93 ms [2022-04-10 09:30:07 main:574] : INFO : Epoch 1549 | loss: 0.0310892 | val_loss: 0.0311196 | Time: 1632.9 ms [2022-04-10 09:30:09 main:574] : INFO : Epoch 1550 | loss: 0.0310862 | val_loss: 0.0311177 | Time: 1636.82 ms [2022-04-10 09:30:10 main:574] : INFO : Epoch 1551 | loss: 0.0310834 | val_loss: 0.0311198 | Time: 1634.47 ms [2022-04-10 09:30:12 main:574] : INFO : Epoch 1552 | loss: 0.0310826 | val_loss: 0.0311231 | Time: 1648.93 ms [2022-04-10 09:30:14 main:574] : INFO : Epoch 1553 | loss: 0.0310842 | val_loss: 0.0311229 | Time: 1626.87 ms [2022-04-10 09:30:15 main:574] : INFO : Epoch 1554 | loss: 0.0310816 | val_loss: 0.0311211 | Time: 1638.08 ms [2022-04-10 09:30:17 main:574] : INFO : Epoch 1555 | loss: 0.0310811 | val_loss: 0.0311215 | Time: 1633.57 ms [2022-04-10 09:30:18 main:574] : INFO : Epoch 1556 | loss: 0.0310846 | val_loss: 0.0311223 | Time: 1626.98 ms [2022-04-10 09:30:20 main:574] : INFO : Epoch 1557 | loss: 0.0310889 | val_loss: 0.0311225 | Time: 1629.1 ms [2022-04-10 09:30:22 main:574] : INFO : Epoch 1558 | loss: 0.0310851 | val_loss: 0.0311166 | Time: 1628.85 ms [2022-04-10 09:30:23 main:574] : INFO : Epoch 1559 | loss: 0.0310837 | val_loss: 0.0311183 | Time: 1623.02 ms [2022-04-10 09:30:25 main:574] : INFO : Epoch 1560 | loss: 0.0310827 | val_loss: 0.0311218 | Time: 1622.87 ms [2022-04-10 09:30:27 main:574] : INFO : Epoch 1561 | loss: 0.0310795 | val_loss: 0.0311221 | Time: 1630.19 ms [2022-04-10 09:30:28 main:574] : INFO : Epoch 1562 | loss: 0.0310806 | val_loss: 0.031126 | Time: 1628.97 ms [2022-04-10 09:30:40 main:574] : INFO : Epoch 1563 | loss: 0.0310783 | val_loss: 0.0311248 | Time: 11828.7 ms [2022-04-10 09:30:42 main:574] : INFO : Epoch 1564 | loss: 0.0310807 | val_loss: 0.0311188 | Time: 1869.73 ms [2022-04-10 09:30:44 main:574] : INFO : Epoch 1565 | loss: 0.0310787 | val_loss: 0.0311203 | Time: 1630.66 ms [2022-04-10 09:30:45 main:574] : INFO : Epoch 1566 | loss: 0.0310786 | val_loss: 0.0311195 | Time: 1627.56 ms [2022-04-10 09:30:47 main:574] : INFO : Epoch 1567 | loss: 0.0310768 | val_loss: 0.0311272 | Time: 1631.28 ms [2022-04-10 09:30:49 main:574] : INFO : Epoch 1568 | loss: 0.0310778 | val_loss: 0.0311232 | Time: 1637.31 ms [2022-04-10 09:30:50 main:574] : INFO : Epoch 1569 | loss: 0.0310782 | val_loss: 0.0311207 | Time: 1633.33 ms [2022-04-10 09:30:52 main:574] : INFO : Epoch 1570 | loss: 0.0310781 | val_loss: 0.0311202 | Time: 1630.49 ms [2022-04-10 09:30:53 main:574] : INFO : Epoch 1571 | loss: 0.0310779 | val_loss: 0.0311257 | Time: 1634.82 ms [2022-04-10 09:30:55 main:574] : INFO : Epoch 1572 | loss: 0.0310779 | val_loss: 0.0311228 | Time: 1635.74 ms [2022-04-10 09:30:57 main:574] : INFO : Epoch 1573 | loss: 0.0310793 | val_loss: 0.0311252 | Time: 1632.51 ms [2022-04-10 09:30:58 main:574] : INFO : Epoch 1574 | loss: 0.0310849 | val_loss: 0.031122 | Time: 1625.41 ms [2022-04-10 09:31:00 main:574] : INFO : Epoch 1575 | loss: 0.0310876 | val_loss: 0.0311196 | Time: 1632.01 ms [2022-04-10 09:31:02 main:574] : INFO : Epoch 1576 | loss: 0.0310915 | val_loss: 0.0311253 | Time: 1640.03 ms [2022-04-10 09:31:03 main:574] : INFO : Epoch 1577 | loss: 0.0310962 | val_loss: 0.031126 | Time: 1636.24 ms [2022-04-10 09:31:05 main:574] : INFO : Epoch 1578 | loss: 0.0310964 | val_loss: 0.0311269 | Time: 1636.48 ms [2022-04-10 09:31:07 main:574] : INFO : Epoch 1579 | loss: 0.0311054 | val_loss: 0.0311291 | Time: 1640.93 ms [2022-04-10 09:31:08 main:574] : INFO : Epoch 1580 | loss: 0.0311019 | val_loss: 0.031121 | Time: 1645.8 ms [2022-04-10 09:31:10 main:574] : INFO : Epoch 1581 | loss: 0.0310938 | val_loss: 0.0311187 | Time: 1641.56 ms [2022-04-10 09:31:12 main:574] : INFO : Epoch 1582 | loss: 0.0310917 | val_loss: 0.0311218 | Time: 1631.16 ms [2022-04-10 09:31:13 main:574] : INFO : Epoch 1583 | loss: 0.031089 | val_loss: 0.0311183 | Time: 1644.54 ms [2022-04-10 09:31:15 main:574] : INFO : Epoch 1584 | loss: 0.0310903 | val_loss: 0.0311172 | Time: 1631.9 ms [2022-04-10 09:31:16 main:574] : INFO : Epoch 1585 | loss: 0.0310852 | val_loss: 0.0311223 | Time: 1637.16 ms [2022-04-10 09:31:18 main:574] : INFO : Epoch 1586 | loss: 0.031082 | val_loss: 0.0311208 | Time: 1641.19 ms [2022-04-10 09:31:20 main:574] : INFO : Epoch 1587 | loss: 0.0310817 | val_loss: 0.0311182 | Time: 1633.86 ms [2022-04-10 09:31:21 main:574] : INFO : Epoch 1588 | loss: 0.0310804 | val_loss: 0.0311284 | Time: 1636.59 ms [2022-04-10 09:31:23 main:574] : INFO : Epoch 1589 | loss: 0.0310843 | val_loss: 0.0311283 | Time: 1647.15 ms [2022-04-10 09:31:25 main:574] : INFO : Epoch 1590 | loss: 0.0310814 | val_loss: 0.0311285 | Time: 1636.06 ms [2022-04-10 09:31:26 main:574] : INFO : Epoch 1591 | loss: 0.0310799 | val_loss: 0.0311228 | Time: 1646.58 ms [2022-04-10 09:31:28 main:574] : INFO : Epoch 1592 | loss: 0.0310785 | val_loss: 0.0311319 | Time: 1639.39 ms [2022-04-10 09:31:30 main:574] : INFO : Epoch 1593 | loss: 0.0310818 | val_loss: 0.0311255 | Time: 1645.28 ms [2022-04-10 09:31:31 main:574] : INFO : Epoch 1594 | loss: 0.0310841 | val_loss: 0.0311272 | Time: 1641.15 ms [2022-04-10 09:31:33 main:574] : INFO : Epoch 1595 | loss: 0.0310827 | val_loss: 0.0311209 | Time: 1639.48 ms [2022-04-10 09:31:35 main:574] : INFO : Epoch 1596 | loss: 0.0310803 | val_loss: 0.0311178 | Time: 1643.58 ms [2022-04-10 09:31:36 main:574] : INFO : Epoch 1597 | loss: 0.0310828 | val_loss: 0.0311219 | Time: 1639.81 ms [2022-04-10 09:31:38 main:574] : INFO : Epoch 1598 | loss: 0.0310857 | val_loss: 0.0311203 | Time: 1645.38 ms [2022-04-10 09:31:40 main:574] : INFO : Epoch 1599 | loss: 0.0310829 | val_loss: 0.0311241 | Time: 1635.83 ms [2022-04-10 09:31:41 main:574] : INFO : Epoch 1600 | loss: 0.0310841 | val_loss: 0.0311229 | Time: 1644.06 ms [2022-04-10 09:31:43 main:574] : INFO : Epoch 1601 | loss: 0.0310808 | val_loss: 0.0311205 | Time: 1655.77 ms [2022-04-10 09:31:44 main:574] : INFO : Epoch 1602 | loss: 0.0310792 | val_loss: 0.0311219 | Time: 1634.35 ms [2022-04-10 09:31:46 main:574] : INFO : Epoch 1603 | loss: 0.0310774 | val_loss: 0.0311231 | Time: 1636.35 ms [2022-04-10 09:31:48 main:574] : INFO : Epoch 1604 | loss: 0.0310868 | val_loss: 0.0311296 | Time: 1641.68 ms [2022-04-10 09:31:49 main:574] : INFO : Epoch 1605 | loss: 0.0310924 | val_loss: 0.0311261 | Time: 1640.64 ms [2022-04-10 09:31:51 main:574] : INFO : Epoch 1606 | loss: 0.0310863 | val_loss: 0.0311228 | Time: 1647.78 ms [2022-04-10 09:31:53 main:574] : INFO : Epoch 1607 | loss: 0.0310842 | val_loss: 0.0311336 | Time: 1645.77 ms [2022-04-10 09:31:54 main:574] : INFO : Epoch 1608 | loss: 0.0310862 | val_loss: 0.031126 | Time: 1644.54 ms [2022-04-10 09:31:56 main:574] : INFO : Epoch 1609 | loss: 0.0310853 | val_loss: 0.0311202 | Time: 1650.32 ms [2022-04-10 09:31:58 main:574] : INFO : Epoch 1610 | loss: 0.0310853 | val_loss: 0.0311208 | Time: 1641.76 ms [2022-04-10 09:31:59 main:574] : INFO : Epoch 1611 | loss: 0.0310815 | val_loss: 0.031132 | Time: 1643.1 ms [2022-04-10 09:32:01 main:574] : INFO : Epoch 1612 | loss: 0.0310809 | val_loss: 0.0311259 | Time: 1644.82 ms [2022-04-10 09:32:03 main:574] : INFO : Epoch 1613 | loss: 0.0310817 | val_loss: 0.0311234 | Time: 1633.9 ms [2022-04-10 09:32:04 main:574] : INFO : Epoch 1614 | loss: 0.0310812 | val_loss: 0.0311283 | Time: 1635.98 ms [2022-04-10 09:32:06 main:574] : INFO : Epoch 1615 | loss: 0.0310797 | val_loss: 0.0311223 | Time: 1640.13 ms [2022-04-10 09:32:08 main:574] : INFO : Epoch 1616 | loss: 0.0310774 | val_loss: 0.0311252 | Time: 1654.41 ms [2022-04-10 09:32:09 main:574] : INFO : Epoch 1617 | loss: 0.0310775 | val_loss: 0.0311291 | Time: 1639.38 ms [2022-04-10 09:32:11 main:574] : INFO : Epoch 1618 | loss: 0.0310791 | val_loss: 0.0311219 | Time: 1629.42 ms [2022-04-10 09:32:12 main:574] : INFO : Epoch 1619 | loss: 0.0310789 | val_loss: 0.0311295 | Time: 1629.18 ms [2022-04-10 09:32:14 main:574] : INFO : Epoch 1620 | loss: 0.0311153 | val_loss: 0.0311405 | Time: 1630.38 ms [2022-04-10 09:32:16 main:574] : INFO : Epoch 1621 | loss: 0.0311203 | val_loss: 0.0311348 | Time: 1624.75 ms [2022-04-10 09:32:17 main:574] : INFO : Epoch 1622 | loss: 0.0311152 | val_loss: 0.0311375 | Time: 1631.09 ms [2022-04-10 09:32:19 main:574] : INFO : Epoch 1623 | loss: 0.0311091 | val_loss: 0.0311276 | Time: 1633.03 ms [2022-04-10 09:32:21 main:574] : INFO : Epoch 1624 | loss: 0.0311052 | val_loss: 0.0311294 | Time: 1635.23 ms [2022-04-10 09:32:22 main:574] : INFO : Epoch 1625 | loss: 0.0311043 | val_loss: 0.0311287 | Time: 1638.28 ms [2022-04-10 09:32:24 main:574] : INFO : Epoch 1626 | loss: 0.0311053 | val_loss: 0.0311293 | Time: 1633.54 ms [2022-04-10 09:32:26 main:574] : INFO : Epoch 1627 | loss: 0.0311002 | val_loss: 0.031124 | Time: 1633.61 ms [2022-04-10 09:32:27 main:574] : INFO : Epoch 1628 | loss: 0.0310954 | val_loss: 0.0311247 | Time: 1630.49 ms [2022-04-10 09:32:29 main:574] : INFO : Epoch 1629 | loss: 0.031093 | val_loss: 0.0311237 | Time: 1629.21 ms [2022-04-10 09:32:30 main:574] : INFO : Epoch 1630 | loss: 0.0310906 | val_loss: 0.0311251 | Time: 1633.23 ms [2022-04-10 09:32:32 main:574] : INFO : Epoch 1631 | loss: 0.0310918 | val_loss: 0.0311203 | Time: 1639.35 ms [2022-04-10 09:32:34 main:574] : INFO : Epoch 1632 | loss: 0.031098 | val_loss: 0.0311244 | Time: 1635.21 ms [2022-04-10 09:32:35 main:574] : INFO : Epoch 1633 | loss: 0.0311071 | val_loss: 0.0311181 | Time: 1629.28 ms [2022-04-10 09:32:37 main:574] : INFO : Epoch 1634 | loss: 0.0310995 | val_loss: 0.0311254 | Time: 1628.98 ms [2022-04-10 09:32:39 main:574] : INFO : Epoch 1635 | loss: 0.031095 | val_loss: 0.031119 | Time: 1624.48 ms [2022-04-10 09:32:40 main:574] : INFO : Epoch 1636 | loss: 0.0310916 | val_loss: 0.0311224 | Time: 1621.29 ms [2022-04-10 09:32:42 main:574] : INFO : Epoch 1637 | loss: 0.0310896 | val_loss: 0.0311184 | Time: 1625.09 ms [2022-04-10 09:32:44 main:574] : INFO : Epoch 1638 | loss: 0.0310885 | val_loss: 0.0311315 | Time: 1629.22 ms [2022-04-10 09:32:45 main:574] : INFO : Epoch 1639 | loss: 0.0311266 | val_loss: 0.0311455 | Time: 1631.66 ms [2022-04-10 09:32:47 main:574] : INFO : Epoch 1640 | loss: 0.0311334 | val_loss: 0.0311387 | Time: 1625.05 ms [2022-04-10 09:32:48 main:574] : INFO : Epoch 1641 | loss: 0.0311239 | val_loss: 0.0311383 | Time: 1625.73 ms [2022-04-10 09:32:50 main:574] : INFO : Epoch 1642 | loss: 0.031117 | val_loss: 0.0311328 | Time: 1625.12 ms [2022-04-10 09:32:52 main:574] : INFO : Epoch 1643 | loss: 0.0311114 | val_loss: 0.0311306 | Time: 1624.26 ms [2022-04-10 09:32:53 main:574] : INFO : Epoch 1644 | loss: 0.0311075 | val_loss: 0.0311338 | Time: 1621.69 ms [2022-04-10 09:32:55 main:574] : INFO : Epoch 1645 | loss: 0.0311054 | val_loss: 0.0311372 | Time: 1631.07 ms [2022-04-10 09:32:57 main:574] : INFO : Epoch 1646 | loss: 0.0311094 | val_loss: 0.0311324 | Time: 1627.12 ms [2022-04-10 09:32:58 main:574] : INFO : Epoch 1647 | loss: 0.031118 | val_loss: 0.0311388 | Time: 1627.62 ms [2022-04-10 09:33:00 main:574] : INFO : Epoch 1648 | loss: 0.0311131 | val_loss: 0.0311296 | Time: 1627.62 ms [2022-04-10 09:33:01 main:574] : INFO : Epoch 1649 | loss: 0.0311113 | val_loss: 0.0311274 | Time: 1625.65 ms [2022-04-10 09:33:03 main:574] : INFO : Epoch 1650 | loss: 0.0311055 | val_loss: 0.0311232 | Time: 1627.16 ms [2022-04-10 09:33:05 main:574] : INFO : Epoch 1651 | loss: 0.0311029 | val_loss: 0.0311222 | Time: 1628.31 ms [2022-04-10 09:33:06 main:574] : INFO : Epoch 1652 | loss: 0.0311024 | val_loss: 0.0311212 | Time: 1631.79 ms [2022-04-10 09:33:08 main:574] : INFO : Epoch 1653 | loss: 0.0311011 | val_loss: 0.0311232 | Time: 1632.81 ms [2022-04-10 09:33:10 main:574] : INFO : Epoch 1654 | loss: 0.0311002 | val_loss: 0.0311233 | Time: 1628.98 ms [2022-04-10 09:33:11 main:574] : INFO : Epoch 1655 | loss: 0.0310986 | val_loss: 0.0311208 | Time: 1621.91 ms [2022-04-10 09:33:13 main:574] : INFO : Epoch 1656 | loss: 0.0310977 | val_loss: 0.0311254 | Time: 1621.43 ms [2022-04-10 09:33:15 main:574] : INFO : Epoch 1657 | loss: 0.0310951 | val_loss: 0.0311202 | Time: 1628.32 ms [2022-04-10 09:33:16 main:574] : INFO : Epoch 1658 | loss: 0.0310938 | val_loss: 0.0311169 | Time: 1634.55 ms [2022-04-10 09:33:18 main:574] : INFO : Epoch 1659 | loss: 0.0310915 | val_loss: 0.031121 | Time: 1627.48 ms [2022-04-10 09:33:19 main:574] : INFO : Epoch 1660 | loss: 0.0310942 | val_loss: 0.0311243 | Time: 1638.45 ms [2022-04-10 09:33:21 main:574] : INFO : Epoch 1661 | loss: 0.0310913 | val_loss: 0.0311213 | Time: 1634.3 ms [2022-04-10 09:33:23 main:574] : INFO : Epoch 1662 | loss: 0.0310923 | val_loss: 0.0311235 | Time: 1635.46 ms [2022-04-10 09:33:24 main:574] : INFO : Epoch 1663 | loss: 0.0310925 | val_loss: 0.031123 | Time: 1629.63 ms [2022-04-10 09:33:26 main:574] : INFO : Epoch 1664 | loss: 0.0310925 | val_loss: 0.0311226 | Time: 1635.25 ms [2022-04-10 09:33:28 main:574] : INFO : Epoch 1665 | loss: 0.0310946 | val_loss: 0.0311215 | Time: 1635.29 ms [2022-04-10 09:33:29 main:574] : INFO : Epoch 1666 | loss: 0.0310938 | val_loss: 0.0311248 | Time: 1631.97 ms [2022-04-10 09:33:31 main:574] : INFO : Epoch 1667 | loss: 0.0310908 | val_loss: 0.0311251 | Time: 1633.49 ms [2022-04-10 09:33:33 main:574] : INFO : Epoch 1668 | loss: 0.0310904 | val_loss: 0.031124 | Time: 1638.64 ms [2022-04-10 09:33:34 main:574] : INFO : Epoch 1669 | loss: 0.031088 | val_loss: 0.0311219 | Time: 1637.12 ms [2022-04-10 09:33:36 main:574] : INFO : Epoch 1670 | loss: 0.0310878 | val_loss: 0.0311239 | Time: 1630.78 ms [2022-04-10 09:33:38 main:574] : INFO : Epoch 1671 | loss: 0.031089 | val_loss: 0.0311225 | Time: 1626.63 ms [2022-04-10 09:33:39 main:574] : INFO : Epoch 1672 | loss: 0.031095 | val_loss: 0.0311289 | Time: 1633.05 ms [2022-04-10 09:33:41 main:574] : INFO : Epoch 1673 | loss: 0.0310947 | val_loss: 0.0311351 | Time: 1638.08 ms [2022-04-10 09:33:42 main:574] : INFO : Epoch 1674 | loss: 0.0310874 | val_loss: 0.0311281 | Time: 1643.35 ms [2022-04-10 09:33:44 main:574] : INFO : Epoch 1675 | loss: 0.0310848 | val_loss: 0.0311206 | Time: 1634.72 ms [2022-04-10 09:33:46 main:574] : INFO : Epoch 1676 | loss: 0.0310837 | val_loss: 0.0311185 | Time: 1639.38 ms [2022-04-10 09:33:47 main:574] : INFO : Epoch 1677 | loss: 0.0310821 | val_loss: 0.0311202 | Time: 1637.27 ms [2022-04-10 09:33:49 main:574] : INFO : Epoch 1678 | loss: 0.0310845 | val_loss: 0.0311219 | Time: 1629.23 ms [2022-04-10 09:33:51 main:574] : INFO : Epoch 1679 | loss: 0.0310922 | val_loss: 0.0311265 | Time: 1631.42 ms [2022-04-10 09:33:52 main:574] : INFO : Epoch 1680 | loss: 0.0310995 | val_loss: 0.0311164 | Time: 1632.34 ms [2022-04-10 09:33:54 main:574] : INFO : Epoch 1681 | loss: 0.0310972 | val_loss: 0.03112 | Time: 1634.6 ms [2022-04-10 09:33:56 main:574] : INFO : Epoch 1682 | loss: 0.0310973 | val_loss: 0.0311195 | Time: 1634.06 ms [2022-04-10 09:33:57 main:574] : INFO : Epoch 1683 | loss: 0.0310969 | val_loss: 0.0311152 | Time: 1640.74 ms [2022-04-10 09:33:59 main:574] : INFO : Epoch 1684 | loss: 0.0310925 | val_loss: 0.031118 | Time: 1632.27 ms [2022-04-10 09:34:00 main:574] : INFO : Epoch 1685 | loss: 0.0310913 | val_loss: 0.0311248 | Time: 1642.92 ms [2022-04-10 09:34:02 main:574] : INFO : Epoch 1686 | loss: 0.0310918 | val_loss: 0.0311159 | Time: 1628.22 ms [2022-04-10 09:34:04 main:574] : INFO : Epoch 1687 | loss: 0.0310888 | val_loss: 0.0311174 | Time: 1630.79 ms [2022-04-10 09:34:05 main:574] : INFO : Epoch 1688 | loss: 0.0310859 | val_loss: 0.0311144 | Time: 1627.96 ms [2022-04-10 09:34:07 main:574] : INFO : Epoch 1689 | loss: 0.0310862 | val_loss: 0.0311221 | Time: 1640.96 ms [2022-04-10 09:34:09 main:574] : INFO : Epoch 1690 | loss: 0.0310861 | val_loss: 0.0311203 | Time: 1634.59 ms [2022-04-10 09:34:10 main:574] : INFO : Epoch 1691 | loss: 0.0310843 | val_loss: 0.0311258 | Time: 1632.86 ms [2022-04-10 09:34:12 main:574] : INFO : Epoch 1692 | loss: 0.0310846 | val_loss: 0.0311204 | Time: 1626.73 ms [2022-04-10 09:34:14 main:574] : INFO : Epoch 1693 | loss: 0.0310882 | val_loss: 0.0311142 | Time: 1632.39 ms [2022-04-10 09:34:15 main:574] : INFO : Epoch 1694 | loss: 0.031086 | val_loss: 0.0311169 | Time: 1638.91 ms [2022-04-10 09:34:17 main:574] : INFO : Epoch 1695 | loss: 0.0310854 | val_loss: 0.0311245 | Time: 1629.31 ms [2022-04-10 09:34:19 main:574] : INFO : Epoch 1696 | loss: 0.0310858 | val_loss: 0.0311181 | Time: 1632.96 ms [2022-04-10 09:34:20 main:574] : INFO : Epoch 1697 | loss: 0.0310881 | val_loss: 0.03112 | Time: 1637.01 ms [2022-04-10 09:34:22 main:574] : INFO : Epoch 1698 | loss: 0.0310863 | val_loss: 0.0311235 | Time: 1634.39 ms [2022-04-10 09:34:23 main:574] : INFO : Epoch 1699 | loss: 0.0310853 | val_loss: 0.0311159 | Time: 1628.62 ms [2022-04-10 09:34:25 main:574] : INFO : Epoch 1700 | loss: 0.0310831 | val_loss: 0.0311227 | Time: 1627.43 ms [2022-04-10 09:34:27 main:574] : INFO : Epoch 1701 | loss: 0.0310832 | val_loss: 0.0311213 | Time: 1630.9 ms [2022-04-10 09:34:28 main:574] : INFO : Epoch 1702 | loss: 0.031087 | val_loss: 0.0311175 | Time: 1629.64 ms [2022-04-10 09:34:30 main:574] : INFO : Epoch 1703 | loss: 0.031083 | val_loss: 0.0311135 | Time: 1622.27 ms [2022-04-10 09:34:32 main:574] : INFO : Epoch 1704 | loss: 0.0310797 | val_loss: 0.0311193 | Time: 1642.03 ms [2022-04-10 09:34:33 main:574] : INFO : Epoch 1705 | loss: 0.0310782 | val_loss: 0.0311207 | Time: 1638.81 ms [2022-04-10 09:34:35 main:574] : INFO : Epoch 1706 | loss: 0.0310798 | val_loss: 0.031127 | Time: 1630.64 ms [2022-04-10 09:34:37 main:574] : INFO : Epoch 1707 | loss: 0.0310829 | val_loss: 0.0311261 | Time: 1633.12 ms [2022-04-10 09:34:38 main:574] : INFO : Epoch 1708 | loss: 0.031086 | val_loss: 0.0311198 | Time: 1634.84 ms [2022-04-10 09:34:40 main:574] : INFO : Epoch 1709 | loss: 0.0310868 | val_loss: 0.0311173 | Time: 1632.12 ms [2022-04-10 09:34:41 main:574] : INFO : Epoch 1710 | loss: 0.0310839 | val_loss: 0.0311213 | Time: 1633.92 ms [2022-04-10 09:34:43 main:574] : INFO : Epoch 1711 | loss: 0.0310821 | val_loss: 0.0311179 | Time: 1639.93 ms [2022-04-10 09:34:45 main:574] : INFO : Epoch 1712 | loss: 0.0310814 | val_loss: 0.0311195 | Time: 1627.14 ms [2022-04-10 09:34:46 main:574] : INFO : Epoch 1713 | loss: 0.03108 | val_loss: 0.0311269 | Time: 1635.82 ms [2022-04-10 09:34:48 main:574] : INFO : Epoch 1714 | loss: 0.0310806 | val_loss: 0.0311208 | Time: 1629.9 ms [2022-04-10 09:34:50 main:574] : INFO : Epoch 1715 | loss: 0.0310861 | val_loss: 0.0311241 | Time: 1628.96 ms [2022-04-10 09:34:51 main:574] : INFO : Epoch 1716 | loss: 0.0310909 | val_loss: 0.0311187 | Time: 1635.28 ms [2022-04-10 09:34:53 main:574] : INFO : Epoch 1717 | loss: 0.0310867 | val_loss: 0.0311188 | Time: 1630.84 ms [2022-04-10 09:34:55 main:574] : INFO : Epoch 1718 | loss: 0.031084 | val_loss: 0.0311206 | Time: 1629.41 ms [2022-04-10 09:34:56 main:574] : INFO : Epoch 1719 | loss: 0.0310823 | val_loss: 0.0311251 | Time: 1616.19 ms [2022-04-10 09:34:58 main:574] : INFO : Epoch 1720 | loss: 0.0310798 | val_loss: 0.031117 | Time: 1630.69 ms [2022-04-10 09:34:59 main:574] : INFO : Epoch 1721 | loss: 0.0310817 | val_loss: 0.0311259 | Time: 1622.21 ms [2022-04-10 09:35:01 main:574] : INFO : Epoch 1722 | loss: 0.0310785 | val_loss: 0.0311261 | Time: 1625.95 ms [2022-04-10 09:35:03 main:574] : INFO : Epoch 1723 | loss: 0.0310799 | val_loss: 0.0311142 | Time: 1624.52 ms [2022-04-10 09:35:04 main:574] : INFO : Epoch 1724 | loss: 0.0310781 | val_loss: 0.0311225 | Time: 1624.58 ms [2022-04-10 09:35:06 main:574] : INFO : Epoch 1725 | loss: 0.0310779 | val_loss: 0.0311164 | Time: 1625.26 ms [2022-04-10 09:35:08 main:574] : INFO : Epoch 1726 | loss: 0.0310802 | val_loss: 0.031113 | Time: 1627.24 ms [2022-04-10 09:35:09 main:574] : INFO : Epoch 1727 | loss: 0.0310795 | val_loss: 0.0311175 | Time: 1631.63 ms [2022-04-10 09:35:11 main:574] : INFO : Epoch 1728 | loss: 0.0310803 | val_loss: 0.0311203 | Time: 1626.24 ms [2022-04-10 09:35:12 main:574] : INFO : Epoch 1729 | loss: 0.0310795 | val_loss: 0.0311181 | Time: 1621.53 ms [2022-04-10 09:35:14 main:574] : INFO : Epoch 1730 | loss: 0.0310822 | val_loss: 0.0311143 | Time: 1625.85 ms [2022-04-10 09:35:16 main:574] : INFO : Epoch 1731 | loss: 0.0310775 | val_loss: 0.0311184 | Time: 1630.95 ms [2022-04-10 09:35:17 main:574] : INFO : Epoch 1732 | loss: 0.031075 | val_loss: 0.0311177 | Time: 1625.26 ms [2022-04-10 09:35:19 main:574] : INFO : Epoch 1733 | loss: 0.0310728 | val_loss: 0.0311176 | Time: 1621.51 ms [2022-04-10 09:35:21 main:574] : INFO : Epoch 1734 | loss: 0.031072 | val_loss: 0.0311151 | Time: 1631.14 ms [2022-04-10 09:35:22 main:574] : INFO : Epoch 1735 | loss: 0.031073 | val_loss: 0.031116 | Time: 1630.84 ms [2022-04-10 09:35:24 main:574] : INFO : Epoch 1736 | loss: 0.031079 | val_loss: 0.0311232 | Time: 1628.1 ms [2022-04-10 09:35:26 main:574] : INFO : Epoch 1737 | loss: 0.03108 | val_loss: 0.0311194 | Time: 1620.56 ms [2022-04-10 09:35:27 main:574] : INFO : Epoch 1738 | loss: 0.0310883 | val_loss: 0.0311715 | Time: 1625.29 ms [2022-04-10 09:35:29 main:574] : INFO : Epoch 1739 | loss: 0.0332942 | val_loss: 0.0344303 | Time: 1633.37 ms [2022-04-10 09:35:30 main:574] : INFO : Epoch 1740 | loss: 0.0895116 | val_loss: 0.0446283 | Time: 1626.65 ms [2022-04-10 09:35:32 main:574] : INFO : Epoch 1741 | loss: 0.0368634 | val_loss: 0.0323295 | Time: 1628.18 ms [2022-04-10 09:35:34 main:574] : INFO : Epoch 1742 | loss: 0.0318307 | val_loss: 0.0314317 | Time: 1631.28 ms [2022-04-10 09:35:35 main:574] : INFO : Epoch 1743 | loss: 0.0313258 | val_loss: 0.0312968 | Time: 1642.81 ms [2022-04-10 09:35:37 main:574] : INFO : Epoch 1744 | loss: 0.0312628 | val_loss: 0.0312497 | Time: 1625.33 ms [2022-04-10 09:35:39 main:574] : INFO : Epoch 1745 | loss: 0.031249 | val_loss: 0.0312473 | Time: 1641.53 ms [2022-04-10 09:35:40 main:574] : INFO : Epoch 1746 | loss: 0.031245 | val_loss: 0.0312443 | Time: 1638.6 ms [2022-04-10 09:35:42 main:574] : INFO : Epoch 1747 | loss: 0.0312427 | val_loss: 0.0312419 | Time: 1636.3 ms [2022-04-10 09:35:44 main:574] : INFO : Epoch 1748 | loss: 0.0312402 | val_loss: 0.0312395 | Time: 1639.19 ms [2022-04-10 09:35:45 main:574] : INFO : Epoch 1749 | loss: 0.0312376 | val_loss: 0.0312368 | Time: 1641.08 ms [2022-04-10 09:35:47 main:574] : INFO : Epoch 1750 | loss: 0.0312347 | val_loss: 0.0312339 | Time: 1633.36 ms [2022-04-10 09:35:48 main:574] : INFO : Epoch 1751 | loss: 0.0312319 | val_loss: 0.0312312 | Time: 1634.37 ms [2022-04-10 09:35:50 main:574] : INFO : Epoch 1752 | loss: 0.031229 | val_loss: 0.0312281 | Time: 1633.16 ms [2022-04-10 09:35:52 main:574] : INFO : Epoch 1753 | loss: 0.0312258 | val_loss: 0.0312252 | Time: 1636.35 ms [2022-04-10 09:35:53 main:574] : INFO : Epoch 1754 | loss: 0.0312229 | val_loss: 0.0312222 | Time: 1640.18 ms [2022-04-10 09:35:55 main:574] : INFO : Epoch 1755 | loss: 0.0312201 | val_loss: 0.0312198 | Time: 1636.86 ms [2022-04-10 09:35:57 main:574] : INFO : Epoch 1756 | loss: 0.0312174 | val_loss: 0.0312173 | Time: 1634.21 ms [2022-04-10 09:35:58 main:574] : INFO : Epoch 1757 | loss: 0.0312146 | val_loss: 0.0312148 | Time: 1630.51 ms [2022-04-10 09:36:00 main:574] : INFO : Epoch 1758 | loss: 0.0312118 | val_loss: 0.0312121 | Time: 1636.49 ms [2022-04-10 09:36:02 main:574] : INFO : Epoch 1759 | loss: 0.031209 | val_loss: 0.0312097 | Time: 1636.66 ms [2022-04-10 09:36:03 main:574] : INFO : Epoch 1760 | loss: 0.0312067 | val_loss: 0.0312071 | Time: 1630.71 ms [2022-04-10 09:36:05 main:574] : INFO : Epoch 1761 | loss: 0.0312039 | val_loss: 0.0312043 | Time: 1630.96 ms [2022-04-10 09:36:07 main:574] : INFO : Epoch 1762 | loss: 0.0312016 | val_loss: 0.0312014 | Time: 1629.56 ms [2022-04-10 09:36:08 main:574] : INFO : Epoch 1763 | loss: 0.0311981 | val_loss: 0.0311979 | Time: 1631.79 ms [2022-04-10 09:36:10 main:574] : INFO : Epoch 1764 | loss: 0.031196 | val_loss: 0.0311964 | Time: 1632.56 ms [2022-04-10 09:36:11 main:574] : INFO : Epoch 1765 | loss: 0.0311939 | val_loss: 0.0311896 | Time: 1625.74 ms [2022-04-10 09:36:13 main:574] : INFO : Epoch 1766 | loss: 0.0311884 | val_loss: 0.0311946 | Time: 1635.29 ms [2022-04-10 09:36:15 main:574] : INFO : Epoch 1767 | loss: 0.0311918 | val_loss: 0.0311876 | Time: 1636.56 ms [2022-04-10 09:36:16 main:574] : INFO : Epoch 1768 | loss: 0.0311885 | val_loss: 0.0311818 | Time: 1633.11 ms [2022-04-10 09:36:18 main:574] : INFO : Epoch 1769 | loss: 0.0311848 | val_loss: 0.0311799 | Time: 1627.99 ms [2022-04-10 09:36:20 main:574] : INFO : Epoch 1770 | loss: 0.0311828 | val_loss: 0.0311779 | Time: 1629.38 ms [2022-04-10 09:36:21 main:574] : INFO : Epoch 1771 | loss: 0.0311812 | val_loss: 0.0311805 | Time: 1635.66 ms [2022-04-10 09:36:23 main:574] : INFO : Epoch 1772 | loss: 0.0311807 | val_loss: 0.031178 | Time: 1635.58 ms [2022-04-10 09:36:25 main:574] : INFO : Epoch 1773 | loss: 0.0311776 | val_loss: 0.0311787 | Time: 1639.08 ms [2022-04-10 09:36:26 main:574] : INFO : Epoch 1774 | loss: 0.0311764 | val_loss: 0.0311744 | Time: 1627.63 ms [2022-04-10 09:36:28 main:574] : INFO : Epoch 1775 | loss: 0.0311779 | val_loss: 0.0311763 | Time: 1627.47 ms [2022-04-10 09:36:29 main:574] : INFO : Epoch 1776 | loss: 0.0311806 | val_loss: 0.0311761 | Time: 1635.93 ms [2022-04-10 09:36:31 main:574] : INFO : Epoch 1777 | loss: 0.031179 | val_loss: 0.0311746 | Time: 1630.93 ms [2022-04-10 09:36:33 main:574] : INFO : Epoch 1778 | loss: 0.0311812 | val_loss: 0.0311762 | Time: 1642.94 ms [2022-04-10 09:36:34 main:574] : INFO : Epoch 1779 | loss: 0.0311805 | val_loss: 0.0311772 | Time: 1637.54 ms [2022-04-10 09:36:36 main:574] : INFO : Epoch 1780 | loss: 0.03118 | val_loss: 0.031174 | Time: 1642.64 ms [2022-04-10 09:36:38 main:574] : INFO : Epoch 1781 | loss: 0.0311779 | val_loss: 0.0311725 | Time: 1635.46 ms [2022-04-10 09:36:39 main:574] : INFO : Epoch 1782 | loss: 0.0311768 | val_loss: 0.0311721 | Time: 1630.73 ms [2022-04-10 09:36:41 main:574] : INFO : Epoch 1783 | loss: 0.0311761 | val_loss: 0.0311722 | Time: 1629.01 ms [2022-04-10 09:36:43 main:574] : INFO : Epoch 1784 | loss: 0.0311771 | val_loss: 0.031174 | Time: 1633.34 ms [2022-04-10 09:36:44 main:574] : INFO : Epoch 1785 | loss: 0.0311759 | val_loss: 0.0311718 | Time: 1635.69 ms [2022-04-10 09:36:46 main:574] : INFO : Epoch 1786 | loss: 0.0311744 | val_loss: 0.0311696 | Time: 1635.73 ms [2022-04-10 09:36:48 main:574] : INFO : Epoch 1787 | loss: 0.0311742 | val_loss: 0.0311691 | Time: 1639.98 ms [2022-04-10 09:36:49 main:574] : INFO : Epoch 1788 | loss: 0.0311732 | val_loss: 0.0311681 | Time: 1633.92 ms [2022-04-10 09:36:51 main:574] : INFO : Epoch 1789 | loss: 0.031173 | val_loss: 0.0311706 | Time: 1632 ms [2022-04-10 09:36:52 main:574] : INFO : Epoch 1790 | loss: 0.0311734 | val_loss: 0.0311687 | Time: 1633.93 ms [2022-04-10 09:36:54 main:574] : INFO : Epoch 1791 | loss: 0.0311735 | val_loss: 0.0311713 | Time: 1627.11 ms [2022-04-10 09:36:56 main:574] : INFO : Epoch 1792 | loss: 0.0311764 | val_loss: 0.0311726 | Time: 1630.54 ms [2022-04-10 09:36:57 main:574] : INFO : Epoch 1793 | loss: 0.0311776 | val_loss: 0.0311717 | Time: 1630.59 ms [2022-04-10 09:36:59 main:574] : INFO : Epoch 1794 | loss: 0.0311753 | val_loss: 0.0311716 | Time: 1643.91 ms [2022-04-10 09:37:01 main:574] : INFO : Epoch 1795 | loss: 0.0311737 | val_loss: 0.0311703 | Time: 1642.85 ms [2022-04-10 09:37:02 main:574] : INFO : Epoch 1796 | loss: 0.0311723 | val_loss: 0.0311713 | Time: 1626.78 ms [2022-04-10 09:37:04 main:574] : INFO : Epoch 1797 | loss: 0.0311748 | val_loss: 0.0311713 | Time: 1616.24 ms [2022-04-10 09:37:06 main:574] : INFO : Epoch 1798 | loss: 0.031173 | val_loss: 0.0311696 | Time: 1619.59 ms [2022-04-10 09:37:07 main:574] : INFO : Epoch 1799 | loss: 0.0311723 | val_loss: 0.031166 | Time: 1618.11 ms [2022-04-10 09:37:09 main:574] : INFO : Epoch 1800 | loss: 0.0311703 | val_loss: 0.0311664 | Time: 1630.75 ms [2022-04-10 09:37:10 main:574] : INFO : Epoch 1801 | loss: 0.0311705 | val_loss: 0.0311657 | Time: 1625.62 ms [2022-04-10 09:37:12 main:574] : INFO : Epoch 1802 | loss: 0.0311675 | val_loss: 0.0311632 | Time: 1631.29 ms [2022-04-10 09:37:14 main:574] : INFO : Epoch 1803 | loss: 0.0311667 | val_loss: 0.0311626 | Time: 1625.98 ms [2022-04-10 09:37:15 main:574] : INFO : Epoch 1804 | loss: 0.0311657 | val_loss: 0.0311643 | Time: 1625.35 ms [2022-04-10 09:37:17 main:574] : INFO : Epoch 1805 | loss: 0.0311655 | val_loss: 0.0311613 | Time: 1627.88 ms [2022-04-10 09:37:19 main:574] : INFO : Epoch 1806 | loss: 0.0311648 | val_loss: 0.031162 | Time: 1626.12 ms [2022-04-10 09:37:20 main:574] : INFO : Epoch 1807 | loss: 0.0311647 | val_loss: 0.0311608 | Time: 1624.1 ms [2022-04-10 09:37:22 main:574] : INFO : Epoch 1808 | loss: 0.0311638 | val_loss: 0.0311593 | Time: 1626.26 ms [2022-04-10 09:37:23 main:574] : INFO : Epoch 1809 | loss: 0.0311626 | val_loss: 0.0311595 | Time: 1632.89 ms [2022-04-10 09:37:25 main:574] : INFO : Epoch 1810 | loss: 0.031162 | val_loss: 0.0311584 | Time: 1627.24 ms [2022-04-10 09:37:27 main:574] : INFO : Epoch 1811 | loss: 0.0311608 | val_loss: 0.0311592 | Time: 1622.81 ms [2022-04-10 09:37:28 main:574] : INFO : Epoch 1812 | loss: 0.0311607 | val_loss: 0.031159 | Time: 1622.89 ms [2022-04-10 09:37:30 main:574] : INFO : Epoch 1813 | loss: 0.0311601 | val_loss: 0.0311578 | Time: 1624.09 ms [2022-04-10 09:37:32 main:574] : INFO : Epoch 1814 | loss: 0.0311598 | val_loss: 0.031159 | Time: 1623.23 ms [2022-04-10 09:37:33 main:574] : INFO : Epoch 1815 | loss: 0.0311599 | val_loss: 0.0311596 | Time: 1629.09 ms [2022-04-10 09:37:35 main:574] : INFO : Epoch 1816 | loss: 0.0311587 | val_loss: 0.0311588 | Time: 1633.15 ms [2022-04-10 09:37:37 main:574] : INFO : Epoch 1817 | loss: 0.0311584 | val_loss: 0.0311568 | Time: 1624.05 ms [2022-04-10 09:37:38 main:574] : INFO : Epoch 1818 | loss: 0.0311576 | val_loss: 0.0311583 | Time: 1626.11 ms [2022-04-10 09:37:40 main:574] : INFO : Epoch 1819 | loss: 0.0311576 | val_loss: 0.0311573 | Time: 1626.53 ms [2022-04-10 09:37:41 main:574] : INFO : Epoch 1820 | loss: 0.0311579 | val_loss: 0.0311574 | Time: 1634.68 ms [2022-04-10 09:37:43 main:574] : INFO : Epoch 1821 | loss: 0.0311578 | val_loss: 0.0311569 | Time: 1643.48 ms [2022-04-10 09:37:45 main:574] : INFO : Epoch 1822 | loss: 0.0311574 | val_loss: 0.0311575 | Time: 1634.34 ms [2022-04-10 09:37:46 main:574] : INFO : Epoch 1823 | loss: 0.031158 | val_loss: 0.0311569 | Time: 1637.33 ms [2022-04-10 09:37:48 main:574] : INFO : Epoch 1824 | loss: 0.031157 | val_loss: 0.0311564 | Time: 1632.2 ms [2022-04-10 09:37:50 main:574] : INFO : Epoch 1825 | loss: 0.0311572 | val_loss: 0.0311561 | Time: 1622.95 ms [2022-04-10 09:37:51 main:574] : INFO : Epoch 1826 | loss: 0.0311561 | val_loss: 0.0311559 | Time: 1629.29 ms [2022-04-10 09:37:53 main:574] : INFO : Epoch 1827 | loss: 0.0311557 | val_loss: 0.0311571 | Time: 1636.98 ms [2022-04-10 09:37:55 main:574] : INFO : Epoch 1828 | loss: 0.0311554 | val_loss: 0.0311563 | Time: 1628.69 ms [2022-04-10 09:37:56 main:574] : INFO : Epoch 1829 | loss: 0.0311547 | val_loss: 0.0311572 | Time: 1638.91 ms [2022-04-10 09:37:58 main:574] : INFO : Epoch 1830 | loss: 0.0311551 | val_loss: 0.0311555 | Time: 1629.29 ms [2022-04-10 09:37:59 main:574] : INFO : Epoch 1831 | loss: 0.0311548 | val_loss: 0.0311563 | Time: 1633.51 ms [2022-04-10 09:38:01 main:574] : INFO : Epoch 1832 | loss: 0.0311554 | val_loss: 0.031156 | Time: 1647.23 ms [2022-04-10 09:38:03 main:574] : INFO : Epoch 1833 | loss: 0.031154 | val_loss: 0.0311575 | Time: 1633.46 ms [2022-04-10 09:38:04 main:574] : INFO : Epoch 1834 | loss: 0.0311542 | val_loss: 0.0311572 | Time: 1632.83 ms [2022-04-10 09:38:06 main:574] : INFO : Epoch 1835 | loss: 0.0311531 | val_loss: 0.0311547 | Time: 1628.75 ms [2022-04-10 09:38:08 main:574] : INFO : Epoch 1836 | loss: 0.0311531 | val_loss: 0.0311551 | Time: 1638.68 ms [2022-04-10 09:38:09 main:574] : INFO : Epoch 1837 | loss: 0.0311522 | val_loss: 0.0311566 | Time: 1641.12 ms [2022-04-10 09:38:11 main:574] : INFO : Epoch 1838 | loss: 0.0311543 | val_loss: 0.0311563 | Time: 1632.51 ms [2022-04-10 09:38:13 main:574] : INFO : Epoch 1839 | loss: 0.0311547 | val_loss: 0.0311558 | Time: 1631.76 ms [2022-04-10 09:38:14 main:574] : INFO : Epoch 1840 | loss: 0.0311542 | val_loss: 0.0311573 | Time: 1629.56 ms [2022-04-10 09:38:16 main:574] : INFO : Epoch 1841 | loss: 0.0311543 | val_loss: 0.0311552 | Time: 1632.31 ms [2022-04-10 09:38:17 main:574] : INFO : Epoch 1842 | loss: 0.0311533 | val_loss: 0.0311539 | Time: 1628.7 ms [2022-04-10 09:38:19 main:574] : INFO : Epoch 1843 | loss: 0.0311531 | val_loss: 0.0311551 | Time: 1640.6 ms [2022-04-10 09:38:21 main:574] : INFO : Epoch 1844 | loss: 0.0311529 | val_loss: 0.0311569 | Time: 1632.86 ms [2022-04-10 09:38:22 main:574] : INFO : Epoch 1845 | loss: 0.0311519 | val_loss: 0.0311568 | Time: 1630.54 ms [2022-04-10 09:38:24 main:574] : INFO : Epoch 1846 | loss: 0.0311538 | val_loss: 0.0311544 | Time: 1633.78 ms [2022-04-10 09:38:26 main:574] : INFO : Epoch 1847 | loss: 0.0311523 | val_loss: 0.0311534 | Time: 1632.01 ms [2022-04-10 09:38:27 main:574] : INFO : Epoch 1848 | loss: 0.0311516 | val_loss: 0.0311585 | Time: 1625.54 ms [2022-04-10 09:38:29 main:574] : INFO : Epoch 1849 | loss: 0.0311535 | val_loss: 0.0311581 | Time: 1635.91 ms [2022-04-10 09:38:31 main:574] : INFO : Epoch 1850 | loss: 0.0311512 | val_loss: 0.0311555 | Time: 1633.98 ms [2022-04-10 09:38:32 main:574] : INFO : Epoch 1851 | loss: 0.0311501 | val_loss: 0.0311544 | Time: 1625.69 ms [2022-04-10 09:38:34 main:574] : INFO : Epoch 1852 | loss: 0.0311499 | val_loss: 0.0311552 | Time: 1629.18 ms [2022-04-10 09:38:35 main:574] : INFO : Epoch 1853 | loss: 0.0311492 | val_loss: 0.0311562 | Time: 1632.49 ms [2022-04-10 09:38:37 main:574] : INFO : Epoch 1854 | loss: 0.0311501 | val_loss: 0.0311572 | Time: 1633.87 ms [2022-04-10 09:38:39 main:574] : INFO : Epoch 1855 | loss: 0.0311495 | val_loss: 0.0311552 | Time: 1627.72 ms [2022-04-10 09:38:40 main:574] : INFO : Epoch 1856 | loss: 0.0311491 | val_loss: 0.0311556 | Time: 1629.18 ms [2022-04-10 09:38:42 main:574] : INFO : Epoch 1857 | loss: 0.0311489 | val_loss: 0.0311537 | Time: 1637.33 ms [2022-04-10 09:38:44 main:574] : INFO : Epoch 1858 | loss: 0.0311487 | val_loss: 0.0311546 | Time: 1625.89 ms [2022-04-10 09:38:45 main:574] : INFO : Epoch 1859 | loss: 0.031148 | val_loss: 0.0311544 | Time: 1640.44 ms [2022-04-10 09:38:47 main:574] : INFO : Epoch 1860 | loss: 0.0311472 | val_loss: 0.031154 | Time: 1630.37 ms [2022-04-10 09:38:49 main:574] : INFO : Epoch 1861 | loss: 0.0311475 | val_loss: 0.031154 | Time: 1630.69 ms [2022-04-10 09:38:50 main:574] : INFO : Epoch 1862 | loss: 0.0311484 | val_loss: 0.0311565 | Time: 1627.09 ms [2022-04-10 09:38:52 main:574] : INFO : Epoch 1863 | loss: 0.0311502 | val_loss: 0.0311612 | Time: 1636.7 ms [2022-04-10 09:38:53 main:574] : INFO : Epoch 1864 | loss: 0.0311492 | val_loss: 0.0311541 | Time: 1630.66 ms [2022-04-10 09:38:55 main:574] : INFO : Epoch 1865 | loss: 0.0311484 | val_loss: 0.0311544 | Time: 1626.2 ms [2022-04-10 09:38:57 main:574] : INFO : Epoch 1866 | loss: 0.0311474 | val_loss: 0.0311529 | Time: 1627.08 ms [2022-04-10 09:38:58 main:574] : INFO : Epoch 1867 | loss: 0.031147 | val_loss: 0.031154 | Time: 1635.8 ms [2022-04-10 09:39:00 main:574] : INFO : Epoch 1868 | loss: 0.0311465 | val_loss: 0.0311551 | Time: 1638.98 ms [2022-04-10 09:39:02 main:574] : INFO : Epoch 1869 | loss: 0.0311461 | val_loss: 0.0311546 | Time: 1634.57 ms [2022-04-10 09:39:03 main:574] : INFO : Epoch 1870 | loss: 0.0311462 | val_loss: 0.031155 | Time: 1633.08 ms [2022-04-10 09:39:05 main:574] : INFO : Epoch 1871 | loss: 0.0311482 | val_loss: 0.031156 | Time: 1628.8 ms [2022-04-10 09:39:07 main:574] : INFO : Epoch 1872 | loss: 0.0311453 | val_loss: 0.0311538 | Time: 1629.32 ms [2022-04-10 09:39:08 main:574] : INFO : Epoch 1873 | loss: 0.0311461 | val_loss: 0.031153 | Time: 1629.45 ms [2022-04-10 09:39:10 main:574] : INFO : Epoch 1874 | loss: 0.0311472 | val_loss: 0.031153 | Time: 1627.74 ms [2022-04-10 09:39:12 main:574] : INFO : Epoch 1875 | loss: 0.0311456 | val_loss: 0.0311523 | Time: 1633.97 ms [2022-04-10 09:39:13 main:574] : INFO : Epoch 1876 | loss: 0.0311471 | val_loss: 0.031157 | Time: 1627.94 ms [2022-04-10 09:39:15 main:574] : INFO : Epoch 1877 | loss: 0.0311472 | val_loss: 0.0311543 | Time: 1630.71 ms [2022-04-10 09:39:16 main:574] : INFO : Epoch 1878 | loss: 0.0311459 | val_loss: 0.0311548 | Time: 1629.48 ms [2022-04-10 09:39:18 main:574] : INFO : Epoch 1879 | loss: 0.0311452 | val_loss: 0.0311535 | Time: 1638.33 ms [2022-04-10 09:39:20 main:574] : INFO : Epoch 1880 | loss: 0.0311459 | val_loss: 0.0311518 | Time: 1629.34 ms [2022-04-10 09:39:21 main:574] : INFO : Epoch 1881 | loss: 0.0311455 | val_loss: 0.0311524 | Time: 1632.22 ms [2022-04-10 09:39:23 main:574] : INFO : Epoch 1882 | loss: 0.0311442 | val_loss: 0.0311549 | Time: 1636.7 ms [2022-04-10 09:39:25 main:574] : INFO : Epoch 1883 | loss: 0.0311518 | val_loss: 0.0311549 | Time: 1626.19 ms [2022-04-10 09:39:37 main:574] : INFO : Epoch 1884 | loss: 0.0311524 | val_loss: 0.0311549 | Time: 12033.4 ms [2022-04-10 09:39:38 main:574] : INFO : Epoch 1885 | loss: 0.0311496 | val_loss: 0.0311584 | Time: 1620.19 ms [2022-04-10 09:39:40 main:574] : INFO : Epoch 1886 | loss: 0.0311478 | val_loss: 0.0311548 | Time: 1621.03 ms [2022-04-10 09:39:42 main:574] : INFO : Epoch 1887 | loss: 0.0311501 | val_loss: 0.031153 | Time: 1626.01 ms [2022-04-10 09:39:43 main:574] : INFO : Epoch 1888 | loss: 0.0311501 | val_loss: 0.0311523 | Time: 1621.85 ms [2022-04-10 09:39:45 main:574] : INFO : Epoch 1889 | loss: 0.031148 | val_loss: 0.0311515 | Time: 1632.19 ms [2022-04-10 09:39:46 main:574] : INFO : Epoch 1890 | loss: 0.0311468 | val_loss: 0.0311493 | Time: 1627.71 ms [2022-04-10 09:39:48 main:574] : INFO : Epoch 1891 | loss: 0.0311455 | val_loss: 0.0311478 | Time: 1621.87 ms [2022-04-10 09:39:50 main:574] : INFO : Epoch 1892 | loss: 0.0311459 | val_loss: 0.0311485 | Time: 1623.6 ms [2022-04-10 09:39:51 main:574] : INFO : Epoch 1893 | loss: 0.0311431 | val_loss: 0.0311484 | Time: 1622.37 ms [2022-04-10 09:39:53 main:574] : INFO : Epoch 1894 | loss: 0.031144 | val_loss: 0.0311474 | Time: 1622.82 ms [2022-04-10 09:39:55 main:574] : INFO : Epoch 1895 | loss: 0.0311432 | val_loss: 0.0311472 | Time: 1625.65 ms [2022-04-10 09:39:56 main:574] : INFO : Epoch 1896 | loss: 0.0311409 | val_loss: 0.0311466 | Time: 1621.05 ms [2022-04-10 09:39:58 main:574] : INFO : Epoch 1897 | loss: 0.0311411 | val_loss: 0.0311458 | Time: 1630.06 ms [2022-04-10 09:39:59 main:574] : INFO : Epoch 1898 | loss: 0.0311413 | val_loss: 0.0311453 | Time: 1626.95 ms [2022-04-10 09:40:01 main:574] : INFO : Epoch 1899 | loss: 0.0311422 | val_loss: 0.0311455 | Time: 1630.53 ms [2022-04-10 09:40:03 main:574] : INFO : Epoch 1900 | loss: 0.0311406 | val_loss: 0.031148 | Time: 1619.94 ms [2022-04-10 09:40:04 main:574] : INFO : Epoch 1901 | loss: 0.0311391 | val_loss: 0.0311466 | Time: 1625.26 ms [2022-04-10 09:40:06 main:574] : INFO : Epoch 1902 | loss: 0.0311387 | val_loss: 0.031145 | Time: 1633.7 ms [2022-04-10 09:40:08 main:574] : INFO : Epoch 1903 | loss: 0.0311385 | val_loss: 0.0311431 | Time: 1627.35 ms [2022-04-10 09:40:09 main:574] : INFO : Epoch 1904 | loss: 0.031137 | val_loss: 0.0311447 | Time: 1629.17 ms [2022-04-10 09:40:11 main:574] : INFO : Epoch 1905 | loss: 0.03114 | val_loss: 0.0311468 | Time: 1638.82 ms [2022-04-10 09:40:13 main:574] : INFO : Epoch 1906 | loss: 0.0311384 | val_loss: 0.0311487 | Time: 1629.12 ms [2022-04-10 09:40:14 main:574] : INFO : Epoch 1907 | loss: 0.0311387 | val_loss: 0.0311477 | Time: 1624.79 ms [2022-04-10 09:40:16 main:574] : INFO : Epoch 1908 | loss: 0.0311375 | val_loss: 0.0311483 | Time: 1629.73 ms [2022-04-10 09:40:17 main:574] : INFO : Epoch 1909 | loss: 0.03114 | val_loss: 0.0311457 | Time: 1628.41 ms [2022-04-10 09:40:19 main:574] : INFO : Epoch 1910 | loss: 0.0311385 | val_loss: 0.0311464 | Time: 1638.42 ms [2022-04-10 09:40:21 main:574] : INFO : Epoch 1911 | loss: 0.0311369 | val_loss: 0.0311461 | Time: 1642 ms [2022-04-10 09:40:22 main:574] : INFO : Epoch 1912 | loss: 0.0311359 | val_loss: 0.0311507 | Time: 1638 ms [2022-04-10 09:40:24 main:574] : INFO : Epoch 1913 | loss: 0.031135 | val_loss: 0.0311471 | Time: 1638.22 ms [2022-04-10 09:40:26 main:574] : INFO : Epoch 1914 | loss: 0.0311335 | val_loss: 0.0311483 | Time: 1622.76 ms [2022-04-10 09:40:27 main:574] : INFO : Epoch 1915 | loss: 0.0311327 | val_loss: 0.0311474 | Time: 1634.32 ms [2022-04-10 09:40:29 main:574] : INFO : Epoch 1916 | loss: 0.0311328 | val_loss: 0.031147 | Time: 1631.03 ms [2022-04-10 09:40:31 main:574] : INFO : Epoch 1917 | loss: 0.031134 | val_loss: 0.0311461 | Time: 1642.55 ms [2022-04-10 09:40:32 main:574] : INFO : Epoch 1918 | loss: 0.0311335 | val_loss: 0.0311507 | Time: 1631.63 ms [2022-04-10 09:40:34 main:574] : INFO : Epoch 1919 | loss: 0.0311324 | val_loss: 0.0311437 | Time: 1636.7 ms [2022-04-10 09:40:36 main:574] : INFO : Epoch 1920 | loss: 0.0311333 | val_loss: 0.0311525 | Time: 1644.93 ms [2022-04-10 09:40:37 main:574] : INFO : Epoch 1921 | loss: 0.031141 | val_loss: 0.0311524 | Time: 1625.94 ms [2022-04-10 09:40:39 main:574] : INFO : Epoch 1922 | loss: 0.0311502 | val_loss: 0.0311577 | Time: 1628.84 ms [2022-04-10 09:40:40 main:574] : INFO : Epoch 1923 | loss: 0.0311633 | val_loss: 0.0311693 | Time: 1626.79 ms [2022-04-10 09:40:42 main:574] : INFO : Epoch 1924 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 1640.05 ms [2022-04-10 09:40:44 main:574] : INFO : Epoch 1925 | loss: 0.0311547 | val_loss: 0.0311648 | Time: 1628.47 ms [2022-04-10 09:40:45 main:574] : INFO : Epoch 1926 | loss: 0.031154 | val_loss: 0.0311573 | Time: 1632.75 ms [2022-04-10 09:40:47 main:574] : INFO : Epoch 1927 | loss: 0.0311516 | val_loss: 0.0311597 | Time: 1635.89 ms [2022-04-10 09:40:49 main:574] : INFO : Epoch 1928 | loss: 0.0311502 | val_loss: 0.0311603 | Time: 1622.8 ms [2022-04-10 09:40:50 main:574] : INFO : Epoch 1929 | loss: 0.0311489 | val_loss: 0.0311565 | Time: 1635.49 ms [2022-04-10 09:40:52 main:574] : INFO : Epoch 1930 | loss: 0.0311472 | val_loss: 0.0311596 | Time: 1628.26 ms [2022-04-10 09:40:53 main:574] : INFO : Epoch 1931 | loss: 0.0311462 | val_loss: 0.0311584 | Time: 1627.06 ms [2022-04-10 09:40:55 main:574] : INFO : Epoch 1932 | loss: 0.0311471 | val_loss: 0.0311617 | Time: 1636.03 ms [2022-04-10 09:40:57 main:574] : INFO : Epoch 1933 | loss: 0.0311549 | val_loss: 0.0311609 | Time: 1622.84 ms [2022-04-10 09:40:58 main:574] : INFO : Epoch 1934 | loss: 0.0311527 | val_loss: 0.0311593 | Time: 1637.83 ms [2022-04-10 09:41:00 main:574] : INFO : Epoch 1935 | loss: 0.0311521 | val_loss: 0.0311607 | Time: 1647.03 ms [2022-04-10 09:41:02 main:574] : INFO : Epoch 1936 | loss: 0.0311534 | val_loss: 0.0311589 | Time: 1631.51 ms [2022-04-10 09:41:03 main:574] : INFO : Epoch 1937 | loss: 0.031151 | val_loss: 0.031158 | Time: 1637.46 ms [2022-04-10 09:41:05 main:574] : INFO : Epoch 1938 | loss: 0.0311486 | val_loss: 0.0311574 | Time: 1634.13 ms [2022-04-10 09:41:07 main:574] : INFO : Epoch 1939 | loss: 0.0311472 | val_loss: 0.0311571 | Time: 1632.6 ms [2022-04-10 09:41:08 main:574] : INFO : Epoch 1940 | loss: 0.0311475 | val_loss: 0.0311572 | Time: 1633.29 ms [2022-04-10 09:41:10 main:574] : INFO : Epoch 1941 | loss: 0.0311464 | val_loss: 0.031156 | Time: 1637.81 ms [2022-04-10 09:41:12 main:574] : INFO : Epoch 1942 | loss: 0.0311482 | val_loss: 0.0311689 | Time: 1636.86 ms [2022-04-10 09:41:13 main:574] : INFO : Epoch 1943 | loss: 0.031153 | val_loss: 0.0311706 | Time: 1635.85 ms [2022-04-10 09:41:15 main:574] : INFO : Epoch 1944 | loss: 0.0311497 | val_loss: 0.0311554 | Time: 1629.05 ms [2022-04-10 09:41:16 main:574] : INFO : Epoch 1945 | loss: 0.0311466 | val_loss: 0.0311561 | Time: 1635.08 ms [2022-04-10 09:41:18 main:574] : INFO : Epoch 1946 | loss: 0.0311437 | val_loss: 0.0311532 | Time: 1632.35 ms [2022-04-10 09:41:20 main:574] : INFO : Epoch 1947 | loss: 0.0311459 | val_loss: 0.0311547 | Time: 1631.97 ms [2022-04-10 09:41:21 main:574] : INFO : Epoch 1948 | loss: 0.0311455 | val_loss: 0.0311542 | Time: 1633.54 ms [2022-04-10 09:41:23 main:574] : INFO : Epoch 1949 | loss: 0.0311453 | val_loss: 0.0311524 | Time: 1641.82 ms [2022-04-10 09:41:25 main:574] : INFO : Epoch 1950 | loss: 0.0311464 | val_loss: 0.0311645 | Time: 1635.51 ms [2022-04-10 09:41:26 main:574] : INFO : Epoch 1951 | loss: 0.0311464 | val_loss: 0.0311518 | Time: 1633.37 ms [2022-04-10 09:41:28 main:574] : INFO : Epoch 1952 | loss: 0.0311437 | val_loss: 0.0311515 | Time: 1630.79 ms [2022-04-10 09:41:30 main:574] : INFO : Epoch 1953 | loss: 0.0311432 | val_loss: 0.031152 | Time: 1633.6 ms [2022-04-10 09:41:31 main:574] : INFO : Epoch 1954 | loss: 0.0311451 | val_loss: 0.0311558 | Time: 1633.67 ms [2022-04-10 09:41:33 main:574] : INFO : Epoch 1955 | loss: 0.0311425 | val_loss: 0.0311511 | Time: 1639.5 ms [2022-04-10 09:41:34 main:574] : INFO : Epoch 1956 | loss: 0.0311399 | val_loss: 0.0311518 | Time: 1633.64 ms [2022-04-10 09:41:36 main:574] : INFO : Epoch 1957 | loss: 0.0311453 | val_loss: 0.0311587 | Time: 1635.27 ms [2022-04-10 09:41:48 main:574] : INFO : Epoch 1958 | loss: 0.0311399 | val_loss: 0.0311527 | Time: 11943.2 ms [2022-04-10 09:41:50 main:574] : INFO : Epoch 1959 | loss: 0.0311419 | val_loss: 0.0311536 | Time: 1616.15 ms [2022-04-10 09:41:51 main:574] : INFO : Epoch 1960 | loss: 0.0311416 | val_loss: 0.0311504 | Time: 1615.81 ms [2022-04-10 09:41:53 main:574] : INFO : Epoch 1961 | loss: 0.0311393 | val_loss: 0.0311505 | Time: 1621.65 ms [2022-04-10 09:41:55 main:574] : INFO : Epoch 1962 | loss: 0.0311413 | val_loss: 0.0311496 | Time: 1628.17 ms [2022-04-10 09:41:56 main:574] : INFO : Epoch 1963 | loss: 0.0311448 | val_loss: 0.0311554 | Time: 1626.08 ms [2022-04-10 09:41:58 main:574] : INFO : Epoch 1964 | loss: 0.0311497 | val_loss: 0.0311528 | Time: 1630.7 ms [2022-04-10 09:41:59 main:574] : INFO : Epoch 1965 | loss: 0.0311487 | val_loss: 0.0311526 | Time: 1625.45 ms [2022-04-10 09:42:01 main:574] : INFO : Epoch 1966 | loss: 0.0311436 | val_loss: 0.0311503 | Time: 1629.17 ms [2022-04-10 09:42:03 main:574] : INFO : Epoch 1967 | loss: 0.0311409 | val_loss: 0.0311501 | Time: 1624.14 ms [2022-04-10 09:42:04 main:574] : INFO : Epoch 1968 | loss: 0.0311448 | val_loss: 0.0311566 | Time: 1628.37 ms [2022-04-10 09:42:06 main:574] : INFO : Epoch 1969 | loss: 0.031144 | val_loss: 0.0311515 | Time: 1625.92 ms [2022-04-10 09:42:08 main:574] : INFO : Epoch 1970 | loss: 0.0311426 | val_loss: 0.0311478 | Time: 1624.16 ms [2022-04-10 09:42:09 main:574] : INFO : Epoch 1971 | loss: 0.0311414 | val_loss: 0.0311467 | Time: 1620.82 ms [2022-04-10 09:42:11 main:574] : INFO : Epoch 1972 | loss: 0.0311396 | val_loss: 0.0311465 | Time: 1622.5 ms [2022-04-10 09:42:13 main:574] : INFO : Epoch 1973 | loss: 0.031137 | val_loss: 0.0311442 | Time: 1621.85 ms [2022-04-10 09:42:14 main:574] : INFO : Epoch 1974 | loss: 0.0311388 | val_loss: 0.0311471 | Time: 1619.79 ms [2022-04-10 09:42:16 main:574] : INFO : Epoch 1975 | loss: 0.0311378 | val_loss: 0.0311449 | Time: 1628.72 ms [2022-04-10 09:42:17 main:574] : INFO : Epoch 1976 | loss: 0.0311368 | val_loss: 0.0311531 | Time: 1635.13 ms [2022-04-10 09:42:19 main:574] : INFO : Epoch 1977 | loss: 0.0311418 | val_loss: 0.031152 | Time: 1621.54 ms [2022-04-10 09:42:21 main:574] : INFO : Epoch 1978 | loss: 0.0311385 | val_loss: 0.0311536 | Time: 1618.83 ms [2022-04-10 09:42:22 main:574] : INFO : Epoch 1979 | loss: 0.0311357 | val_loss: 0.0311439 | Time: 1630.01 ms [2022-04-10 09:42:24 main:574] : INFO : Epoch 1980 | loss: 0.0311355 | val_loss: 0.031146 | Time: 1622.28 ms [2022-04-10 09:42:26 main:574] : INFO : Epoch 1981 | loss: 0.0311379 | val_loss: 0.0311457 | Time: 1626.58 ms [2022-04-10 09:42:27 main:574] : INFO : Epoch 1982 | loss: 0.0311394 | val_loss: 0.0311465 | Time: 1626.7 ms [2022-04-10 09:42:29 main:574] : INFO : Epoch 1983 | loss: 0.0311425 | val_loss: 0.0311476 | Time: 1640.15 ms [2022-04-10 09:42:30 main:574] : INFO : Epoch 1984 | loss: 0.0311385 | val_loss: 0.0311454 | Time: 1633.04 ms [2022-04-10 09:42:32 main:574] : INFO : Epoch 1985 | loss: 0.031136 | val_loss: 0.0311436 | Time: 1625.63 ms [2022-04-10 09:42:34 main:574] : INFO : Epoch 1986 | loss: 0.0311353 | val_loss: 0.0311441 | Time: 1632.57 ms [2022-04-10 09:42:35 main:574] : INFO : Epoch 1987 | loss: 0.031134 | val_loss: 0.0311439 | Time: 1632.43 ms [2022-04-10 09:42:37 main:574] : INFO : Epoch 1988 | loss: 0.0311333 | val_loss: 0.0311433 | Time: 1629.04 ms [2022-04-10 09:42:39 main:574] : INFO : Epoch 1989 | loss: 0.0311342 | val_loss: 0.0311463 | Time: 1631.24 ms [2022-04-10 09:42:40 main:574] : INFO : Epoch 1990 | loss: 0.0311347 | val_loss: 0.0311495 | Time: 1634.23 ms [2022-04-10 09:42:42 main:574] : INFO : Epoch 1991 | loss: 0.0311381 | val_loss: 0.0311473 | Time: 1644.2 ms [2022-04-10 09:42:44 main:574] : INFO : Epoch 1992 | loss: 0.0311315 | val_loss: 0.0311437 | Time: 1636.02 ms [2022-04-10 09:42:45 main:574] : INFO : Epoch 1993 | loss: 0.0311306 | val_loss: 0.0311433 | Time: 1634.92 ms [2022-04-10 09:42:47 main:574] : INFO : Epoch 1994 | loss: 0.0311315 | val_loss: 0.0311439 | Time: 1638.95 ms [2022-04-10 09:42:49 main:574] : INFO : Epoch 1995 | loss: 0.0311306 | val_loss: 0.031144 | Time: 1624.38 ms [2022-04-10 09:42:50 main:574] : INFO : Epoch 1996 | loss: 0.0311328 | val_loss: 0.0311496 | Time: 1631.12 ms [2022-04-10 09:42:52 main:574] : INFO : Epoch 1997 | loss: 0.0311355 | val_loss: 0.0311424 | Time: 1630.58 ms [2022-04-10 09:42:53 main:574] : INFO : Epoch 1998 | loss: 0.0311321 | val_loss: 0.031159 | Time: 1636.16 ms [2022-04-10 09:42:55 main:574] : INFO : Epoch 1999 | loss: 0.0311344 | val_loss: 0.0311483 | Time: 1634.09 ms [2022-04-10 09:42:57 main:574] : INFO : Epoch 2000 | loss: 0.0311314 | val_loss: 0.0311431 | Time: 1641.46 ms [2022-04-10 09:42:58 main:574] : INFO : Epoch 2001 | loss: 0.0311296 | val_loss: 0.0311446 | Time: 1631.19 ms [2022-04-10 09:43:00 main:574] : INFO : Epoch 2002 | loss: 0.0311278 | val_loss: 0.031144 | Time: 1640.77 ms [2022-04-10 09:43:02 main:574] : INFO : Epoch 2003 | loss: 0.0311272 | val_loss: 0.0311431 | Time: 1632.65 ms [2022-04-10 09:43:03 main:574] : INFO : Epoch 2004 | loss: 0.0311277 | val_loss: 0.0311421 | Time: 1629.64 ms [2022-04-10 09:43:05 main:574] : INFO : Epoch 2005 | loss: 0.03113 | val_loss: 0.0311424 | Time: 1637.8 ms [2022-04-10 09:43:07 main:574] : INFO : Epoch 2006 | loss: 0.0311297 | val_loss: 0.0311498 | Time: 1636.78 ms [2022-04-10 09:43:08 main:574] : INFO : Epoch 2007 | loss: 0.0311295 | val_loss: 0.0311473 | Time: 1634.51 ms [2022-04-10 09:43:10 main:574] : INFO : Epoch 2008 | loss: 0.0311264 | val_loss: 0.0311426 | Time: 1628.71 ms [2022-04-10 09:43:11 main:574] : INFO : Epoch 2009 | loss: 0.0311282 | val_loss: 0.031143 | Time: 1631.2 ms [2022-04-10 09:43:13 main:574] : INFO : Epoch 2010 | loss: 0.0311265 | val_loss: 0.0311421 | Time: 1621.2 ms [2022-04-10 09:43:15 main:574] : INFO : Epoch 2011 | loss: 0.0311269 | val_loss: 0.0311432 | Time: 1633.65 ms [2022-04-10 09:43:16 main:574] : INFO : Epoch 2012 | loss: 0.0311338 | val_loss: 0.0311442 | Time: 1640.45 ms [2022-04-10 09:43:18 main:574] : INFO : Epoch 2013 | loss: 0.0311359 | val_loss: 0.0311436 | Time: 1631.14 ms [2022-04-10 09:43:20 main:574] : INFO : Epoch 2014 | loss: 0.031131 | val_loss: 0.0311476 | Time: 1634.08 ms [2022-04-10 09:43:21 main:574] : INFO : Epoch 2015 | loss: 0.0311335 | val_loss: 0.0311426 | Time: 1645 ms [2022-04-10 09:43:23 main:574] : INFO : Epoch 2016 | loss: 0.0311339 | val_loss: 0.0311552 | Time: 1641.14 ms [2022-04-10 09:43:25 main:574] : INFO : Epoch 2017 | loss: 0.0311358 | val_loss: 0.0311431 | Time: 1633.25 ms [2022-04-10 09:43:26 main:574] : INFO : Epoch 2018 | loss: 0.0311297 | val_loss: 0.0311431 | Time: 1639.68 ms [2022-04-10 09:43:28 main:574] : INFO : Epoch 2019 | loss: 0.0311288 | val_loss: 0.0311504 | Time: 1627.46 ms [2022-04-10 09:43:30 main:574] : INFO : Epoch 2020 | loss: 0.03113 | val_loss: 0.0311408 | Time: 1637.71 ms [2022-04-10 09:43:31 main:574] : INFO : Epoch 2021 | loss: 0.0311274 | val_loss: 0.0311489 | Time: 1634.1 ms [2022-04-10 09:43:33 main:574] : INFO : Epoch 2022 | loss: 0.031126 | val_loss: 0.0311451 | Time: 1625.33 ms [2022-04-10 09:43:34 main:574] : INFO : Epoch 2023 | loss: 0.0311267 | val_loss: 0.0311409 | Time: 1631.57 ms [2022-04-10 09:43:36 main:574] : INFO : Epoch 2024 | loss: 0.0311233 | val_loss: 0.0311408 | Time: 1628.6 ms [2022-04-10 09:43:38 main:574] : INFO : Epoch 2025 | loss: 0.0311242 | val_loss: 0.0311431 | Time: 1627.71 ms [2022-04-10 09:43:39 main:574] : INFO : Epoch 2026 | loss: 0.031125 | val_loss: 0.0311424 | Time: 1628.56 ms [2022-04-10 09:43:41 main:574] : INFO : Epoch 2027 | loss: 0.0311247 | val_loss: 0.0311406 | Time: 1634.85 ms [2022-04-10 09:43:43 main:574] : INFO : Epoch 2028 | loss: 0.0311246 | val_loss: 0.0311419 | Time: 1628.23 ms [2022-04-10 09:43:44 main:574] : INFO : Epoch 2029 | loss: 0.031127 | val_loss: 0.0311404 | Time: 1630.69 ms [2022-04-10 09:43:46 main:574] : INFO : Epoch 2030 | loss: 0.0311233 | val_loss: 0.0311403 | Time: 1637.21 ms [2022-04-10 09:43:48 main:574] : INFO : Epoch 2031 | loss: 0.0311228 | val_loss: 0.0311411 | Time: 1643.57 ms [2022-04-10 09:43:49 main:574] : INFO : Epoch 2032 | loss: 0.0311226 | val_loss: 0.0311418 | Time: 1634.17 ms [2022-04-10 09:43:51 main:574] : INFO : Epoch 2033 | loss: 0.0311249 | val_loss: 0.0311557 | Time: 1627.77 ms [2022-04-10 09:43:52 main:574] : INFO : Epoch 2034 | loss: 0.0311281 | val_loss: 0.0311395 | Time: 1637.87 ms [2022-04-10 09:43:54 main:574] : INFO : Epoch 2035 | loss: 0.031124 | val_loss: 0.0311443 | Time: 1638.18 ms [2022-04-10 09:43:56 main:574] : INFO : Epoch 2036 | loss: 0.0311207 | val_loss: 0.0311441 | Time: 1630.69 ms [2022-04-10 09:43:57 main:574] : INFO : Epoch 2037 | loss: 0.0311212 | val_loss: 0.0311485 | Time: 1632.14 ms [2022-04-10 09:43:59 main:574] : INFO : Epoch 2038 | loss: 0.031131 | val_loss: 0.0311782 | Time: 1622.2 ms [2022-04-10 09:44:01 main:574] : INFO : Epoch 2039 | loss: 0.0311366 | val_loss: 0.0311402 | Time: 1625.48 ms [2022-04-10 09:44:02 main:574] : INFO : Epoch 2040 | loss: 0.0311247 | val_loss: 0.031141 | Time: 1621.5 ms [2022-04-10 09:44:04 main:574] : INFO : Epoch 2041 | loss: 0.0311282 | val_loss: 0.0311391 | Time: 1614.01 ms [2022-04-10 09:44:05 main:574] : INFO : Epoch 2042 | loss: 0.0311225 | val_loss: 0.0311421 | Time: 1621.77 ms [2022-04-10 09:44:07 main:574] : INFO : Epoch 2043 | loss: 0.0311243 | val_loss: 0.0311422 | Time: 1623.13 ms [2022-04-10 09:44:09 main:574] : INFO : Epoch 2044 | loss: 0.0311244 | val_loss: 0.0311412 | Time: 1621.71 ms [2022-04-10 09:44:10 main:574] : INFO : Epoch 2045 | loss: 0.0311283 | val_loss: 0.0311398 | Time: 1628.66 ms [2022-04-10 09:44:12 main:574] : INFO : Epoch 2046 | loss: 0.0311271 | val_loss: 0.0311414 | Time: 1629.11 ms [2022-04-10 09:44:14 main:574] : INFO : Epoch 2047 | loss: 0.0311262 | val_loss: 0.0311441 | Time: 1619.21 ms [2022-04-10 09:44:15 main:574] : INFO : Epoch 2048 | loss: 0.0311246 | val_loss: 0.0311431 | Time: 1621.3 ms [2022-04-10 09:44:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311431 [2022-04-10 09:44:15 main:603] : INFO : Saving end state to config to file [2022-04-10 09:44:15 main:608] : INFO : Success, exiting.. 09:44:15 (49200): 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)