Task 5231272
| Name | ParityMachine-1619233310-17336-3_0 |
| Workunit | 3148876 |
| Created | 25 May 2021, 12:11:56 UTC |
| Sent | 29 May 2021, 3:52:49 UTC |
| Report deadline | 5 Jun 2021, 3:52:49 UTC |
| Received | 29 May 2021, 11:00:41 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5082 |
| Run time | 6 hours 5 min 5 sec |
| CPU time | 5 hours 40 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,463.13 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 2.71 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 9773.41 ms [2021-05-29 10:30:18 main:574] : INFO : Epoch 1542 | loss: 0.0311335 | val_loss: 0.0311803 | Time: 10720.8 ms [2021-05-29 10:30:28 main:574] : INFO : Epoch 1543 | loss: 0.031134 | val_loss: 0.0311785 | Time: 9546.3 ms [2021-05-29 10:30:38 main:574] : INFO : Epoch 1544 | loss: 0.0311348 | val_loss: 0.0311809 | Time: 10336.2 ms [2021-05-29 10:30:49 main:574] : INFO : Epoch 1545 | loss: 0.0311349 | val_loss: 0.0311848 | Time: 11004.2 ms [2021-05-29 10:31:00 main:574] : INFO : Epoch 1546 | loss: 0.031132 | val_loss: 0.0311801 | Time: 10685.2 ms [2021-05-29 10:31:11 main:574] : INFO : Epoch 1547 | loss: 0.0311324 | val_loss: 0.0311815 | Time: 10900.7 ms [2021-05-29 10:31:22 main:574] : INFO : Epoch 1548 | loss: 0.0311327 | val_loss: 0.0311787 | Time: 10676.3 ms [2021-05-29 10:31:32 main:574] : INFO : Epoch 1549 | loss: 0.0311308 | val_loss: 0.0311841 | Time: 10562.6 ms [2021-05-29 10:31:43 main:574] : INFO : Epoch 1550 | loss: 0.0311363 | val_loss: 0.0311782 | Time: 10873.5 ms [2021-05-29 10:31:54 main:574] : INFO : Epoch 1551 | loss: 0.0311365 | val_loss: 0.0311795 | Time: 11176.4 ms [2021-05-29 10:32:05 main:574] : INFO : Epoch 1552 | loss: 0.0311369 | val_loss: 0.0311804 | Time: 10145.1 ms [2021-05-29 10:32:15 main:574] : INFO : Epoch 1553 | loss: 0.0311368 | val_loss: 0.0311764 | Time: 10598.5 ms [2021-05-29 10:32:26 main:574] : INFO : Epoch 1554 | loss: 0.0311351 | val_loss: 0.0311804 | Time: 11000.9 ms [2021-05-29 10:32:36 main:574] : INFO : Epoch 1555 | loss: 0.0311354 | val_loss: 0.0311824 | Time: 9503.82 ms [2021-05-29 10:32:46 main:574] : INFO : Epoch 1556 | loss: 0.0311403 | val_loss: 0.0311763 | Time: 10690.8 ms [2021-05-29 10:32:56 main:574] : INFO : Epoch 1557 | loss: 0.0311385 | val_loss: 0.0311774 | Time: 9894.62 ms [2021-05-29 10:33:08 main:574] : INFO : Epoch 1558 | loss: 0.0311359 | val_loss: 0.0311746 | Time: 11327.5 ms [2021-05-29 10:33:18 main:574] : INFO : Epoch 1559 | loss: 0.0311365 | val_loss: 0.0311836 | Time: 10336 ms [2021-05-29 10:33:29 main:574] : INFO : Epoch 1560 | loss: 0.031137 | val_loss: 0.0311805 | Time: 10943.4 ms [2021-05-29 10:33:39 main:574] : INFO : Epoch 1561 | loss: 0.0311349 | val_loss: 0.0311864 | Time: 9575.78 ms [2021-05-29 10:33:49 main:574] : INFO : Epoch 1562 | loss: 0.031135 | val_loss: 0.0311833 | Time: 10651.6 ms [2021-05-29 10:34:00 main:574] : INFO : Epoch 1563 | loss: 0.0311341 | val_loss: 0.0311831 | Time: 10233.9 ms [2021-05-29 10:34:11 main:574] : INFO : Epoch 1564 | loss: 0.0311389 | val_loss: 0.0311874 | Time: 10976.3 ms [2021-05-29 10:34:22 main:574] : INFO : Epoch 1565 | loss: 0.0311382 | val_loss: 0.0311826 | Time: 10942.6 ms [2021-05-29 10:34:32 main:574] : INFO : Epoch 1566 | loss: 0.0311366 | val_loss: 0.0311778 | Time: 10450.7 ms [2021-05-29 10:34:44 main:574] : INFO : Epoch 1567 | loss: 0.0311347 | val_loss: 0.03118 | Time: 11325.3 ms [2021-05-29 10:34:54 main:574] : INFO : Epoch 1568 | loss: 0.0311341 | val_loss: 0.0311809 | Time: 10384.9 ms [2021-05-29 10:35:03 main:574] : INFO : Epoch 1569 | loss: 0.0311338 | val_loss: 0.0311756 | Time: 9330.4 ms [2021-05-29 10:35:15 main:574] : INFO : Epoch 1570 | loss: 0.0311355 | val_loss: 0.0311752 | Time: 11042.9 ms [2021-05-29 10:35:25 main:574] : INFO : Epoch 1571 | loss: 0.0311397 | val_loss: 0.0311779 | Time: 10619.4 ms [2021-05-29 10:35:35 main:574] : INFO : Epoch 1572 | loss: 0.0311382 | val_loss: 0.0311802 | Time: 10139.4 ms [2021-05-29 10:35:46 main:574] : INFO : Epoch 1573 | loss: 0.0311379 | val_loss: 0.0311799 | Time: 10498.1 ms [2021-05-29 10:35:56 main:574] : INFO : Epoch 1574 | loss: 0.0311395 | val_loss: 0.0311789 | Time: 9943.6 ms [2021-05-29 10:36:07 main:574] : INFO : Epoch 1575 | loss: 0.0311364 | val_loss: 0.0311777 | Time: 11077.5 ms [2021-05-29 10:36:18 main:574] : INFO : Epoch 1576 | loss: 0.0311371 | val_loss: 0.0311806 | Time: 10707.2 ms [2021-05-29 10:36:28 main:574] : INFO : Epoch 1577 | loss: 0.0311389 | val_loss: 0.0311769 | Time: 10193.5 ms [2021-05-29 10:36:38 main:574] : INFO : Epoch 1578 | loss: 0.031138 | val_loss: 0.0311735 | Time: 10237.5 ms [2021-05-29 10:36:50 main:574] : INFO : Epoch 1579 | loss: 0.0311374 | val_loss: 0.0311794 | Time: 11110.2 ms [2021-05-29 10:36:59 main:574] : INFO : Epoch 1580 | loss: 0.0311376 | val_loss: 0.0311787 | Time: 9713.2 ms [2021-05-29 10:37:10 main:574] : INFO : Epoch 1581 | loss: 0.0311377 | val_loss: 0.0311768 | Time: 10677 ms [2021-05-29 10:37:20 main:574] : INFO : Epoch 1582 | loss: 0.0311361 | val_loss: 0.0311797 | Time: 10233 ms [2021-05-29 10:37:30 main:574] : INFO : Epoch 1583 | loss: 0.0311371 | val_loss: 0.0311817 | Time: 9863.5 ms [2021-05-29 10:37:40 main:574] : INFO : Epoch 1584 | loss: 0.031139 | val_loss: 0.0311795 | Time: 10059.3 ms [2021-05-29 10:37:51 main:574] : INFO : Epoch 1585 | loss: 0.0311388 | val_loss: 0.0311793 | Time: 10783.6 ms [2021-05-29 10:38:02 main:574] : INFO : Epoch 1586 | loss: 0.0311386 | val_loss: 0.0311801 | Time: 10905.4 ms [2021-05-29 10:38:13 main:574] : INFO : Epoch 1587 | loss: 0.0311375 | val_loss: 0.0311881 | Time: 10848.5 ms [2021-05-29 10:38:24 main:574] : INFO : Epoch 1588 | loss: 0.031139 | val_loss: 0.031183 | Time: 10768.7 ms [2021-05-29 10:38:34 main:574] : INFO : Epoch 1589 | loss: 0.0311361 | val_loss: 0.0311846 | Time: 10336.9 ms [2021-05-29 10:38:44 main:574] : INFO : Epoch 1590 | loss: 0.0311362 | val_loss: 0.0311807 | Time: 9812.99 ms [2021-05-29 10:38:54 main:574] : INFO : Epoch 1591 | loss: 0.031134 | val_loss: 0.0311793 | Time: 10137.5 ms [2021-05-29 10:39:05 main:574] : INFO : Epoch 1592 | loss: 0.0311386 | val_loss: 0.0311822 | Time: 10563 ms [2021-05-29 10:39:15 main:574] : INFO : Epoch 1593 | loss: 0.0311359 | val_loss: 0.0311807 | Time: 9766.02 ms [2021-05-29 10:39:26 main:574] : INFO : Epoch 1594 | loss: 0.0311359 | val_loss: 0.0311798 | Time: 10943 ms [2021-05-29 10:39:38 main:574] : INFO : Epoch 1595 | loss: 0.0311348 | val_loss: 0.031187 | Time: 12199.1 ms [2021-05-29 10:39:49 main:574] : INFO : Epoch 1596 | loss: 0.0311361 | val_loss: 0.0311765 | Time: 10636.7 ms [2021-05-29 10:39:58 main:574] : INFO : Epoch 1597 | loss: 0.0311355 | val_loss: 0.0311794 | Time: 9651.58 ms [2021-05-29 10:40:08 main:574] : INFO : Epoch 1598 | loss: 0.0311381 | val_loss: 0.0311804 | Time: 9861.52 ms [2021-05-29 10:40:19 main:574] : INFO : Epoch 1599 | loss: 0.0311356 | val_loss: 0.0311757 | Time: 10899.6 ms [2021-05-29 10:40:29 main:574] : INFO : Epoch 1600 | loss: 0.0311328 | val_loss: 0.0311801 | Time: 10138.1 ms [2021-05-29 10:40:40 main:574] : INFO : Epoch 1601 | loss: 0.0311322 | val_loss: 0.0311834 | Time: 10736.1 ms [2021-05-29 10:40:51 main:574] : INFO : Epoch 1602 | loss: 0.0311326 | val_loss: 0.0311803 | Time: 10822.3 ms [2021-05-29 10:41:01 main:574] : INFO : Epoch 1603 | loss: 0.0311324 | val_loss: 0.0311764 | Time: 10389.9 ms [2021-05-29 10:41:12 main:574] : INFO : Epoch 1604 | loss: 0.0311352 | val_loss: 0.0311771 | Time: 10318.2 ms [2021-05-29 10:41:22 main:574] : INFO : Epoch 1605 | loss: 0.0311347 | val_loss: 0.0311778 | Time: 10298 ms [2021-05-29 10:41:33 main:574] : INFO : Epoch 1606 | loss: 0.0311416 | val_loss: 0.0311808 | Time: 10676.2 ms [2021-05-29 10:41:44 main:574] : INFO : Epoch 1607 | loss: 0.0311468 | val_loss: 0.031177 | Time: 11055.6 ms [2021-05-29 10:41:54 main:574] : INFO : Epoch 1608 | loss: 0.0311421 | val_loss: 0.0311794 | Time: 10075.7 ms [2021-05-29 10:42:05 main:574] : INFO : Epoch 1609 | loss: 0.0311419 | val_loss: 0.0311787 | Time: 11124.8 ms [2021-05-29 10:42:16 main:574] : INFO : Epoch 1610 | loss: 0.03114 | val_loss: 0.0311795 | Time: 10740.3 ms [2021-05-29 10:42:26 main:574] : INFO : Epoch 1611 | loss: 0.0311405 | val_loss: 0.0311829 | Time: 10014.8 ms [2021-05-29 10:42:37 main:574] : INFO : Epoch 1612 | loss: 0.0311406 | val_loss: 0.0311733 | Time: 10710.7 ms [2021-05-29 10:42:48 main:574] : INFO : Epoch 1613 | loss: 0.0311419 | val_loss: 0.0311783 | Time: 10822.7 ms [2021-05-29 10:42:58 main:574] : INFO : Epoch 1614 | loss: 0.031143 | val_loss: 0.0311767 | Time: 10447.9 ms [2021-05-29 10:43:09 main:574] : INFO : Epoch 1615 | loss: 0.0311466 | val_loss: 0.0311778 | Time: 10708.1 ms [2021-05-29 10:43:19 main:574] : INFO : Epoch 1616 | loss: 0.031142 | val_loss: 0.0311753 | Time: 10046.7 ms [2021-05-29 10:43:29 main:574] : INFO : Epoch 1617 | loss: 0.0311438 | val_loss: 0.0311783 | Time: 10096.4 ms [2021-05-29 10:43:39 main:574] : INFO : Epoch 1618 | loss: 0.0311483 | val_loss: 0.0311751 | Time: 9546.13 ms [2021-05-29 10:43:50 main:574] : INFO : Epoch 1619 | loss: 0.0311476 | val_loss: 0.0311865 | Time: 11113.2 ms [2021-05-29 10:44:00 main:574] : INFO : Epoch 1620 | loss: 0.031145 | val_loss: 0.0311736 | Time: 10243.6 ms [2021-05-29 10:44:11 main:574] : INFO : Epoch 1621 | loss: 0.0311411 | val_loss: 0.0311722 | Time: 10671.7 ms [2021-05-29 10:44:22 main:574] : INFO : Epoch 1622 | loss: 0.0311397 | val_loss: 0.0311721 | Time: 10789.6 ms [2021-05-29 10:44:33 main:574] : INFO : Epoch 1623 | loss: 0.0311417 | val_loss: 0.0311724 | Time: 10950.8 ms [2021-05-29 10:44:44 main:574] : INFO : Epoch 1624 | loss: 0.0311406 | val_loss: 0.031174 | Time: 11038.1 ms [2021-05-29 10:44:54 main:574] : INFO : Epoch 1625 | loss: 0.0311391 | val_loss: 0.0311758 | Time: 9978.04 ms [2021-05-29 10:45:05 main:574] : INFO : Epoch 1626 | loss: 0.0311383 | val_loss: 0.0311745 | Time: 10565.9 ms [2021-05-29 10:45:15 main:574] : INFO : Epoch 1627 | loss: 0.0311371 | val_loss: 0.0311751 | Time: 10870.9 ms [2021-05-29 10:45:26 main:574] : INFO : Epoch 1628 | loss: 0.0311371 | val_loss: 0.0311749 | Time: 10819.9 ms [2021-05-29 10:45:37 main:574] : INFO : Epoch 1629 | loss: 0.0311366 | val_loss: 0.031172 | Time: 10456.6 ms [2021-05-29 10:45:48 main:574] : INFO : Epoch 1630 | loss: 0.0311368 | val_loss: 0.0311698 | Time: 10986.4 ms [2021-05-29 10:45:59 main:574] : INFO : Epoch 1631 | loss: 0.0311392 | val_loss: 0.0311783 | Time: 10810.4 ms [2021-05-29 10:46:09 main:574] : INFO : Epoch 1632 | loss: 0.0311373 | val_loss: 0.0311779 | Time: 10457.3 ms [2021-05-29 10:46:20 main:574] : INFO : Epoch 1633 | loss: 0.0311405 | val_loss: 0.0311777 | Time: 10248.6 ms [2021-05-29 10:46:30 main:574] : INFO : Epoch 1634 | loss: 0.0311455 | val_loss: 0.0311749 | Time: 10323.3 ms [2021-05-29 10:46:41 main:574] : INFO : Epoch 1635 | loss: 0.0311426 | val_loss: 0.0311717 | Time: 10579.9 ms [2021-05-29 10:46:52 main:574] : INFO : Epoch 1636 | loss: 0.0311396 | val_loss: 0.0311735 | Time: 10885.9 ms [2021-05-29 10:47:03 main:574] : INFO : Epoch 1637 | loss: 0.0311389 | val_loss: 0.031178 | Time: 10991.9 ms [2021-05-29 10:47:14 main:574] : INFO : Epoch 1638 | loss: 0.0311388 | val_loss: 0.0311812 | Time: 11101.8 ms [2021-05-29 10:47:25 main:574] : INFO : Epoch 1639 | loss: 0.0311373 | val_loss: 0.0311752 | Time: 11025.5 ms [2021-05-29 10:47:36 main:574] : INFO : Epoch 1640 | loss: 0.0311357 | val_loss: 0.0311763 | Time: 10590.2 ms [2021-05-29 10:47:46 main:574] : INFO : Epoch 1641 | loss: 0.0311354 | val_loss: 0.0311745 | Time: 10037.2 ms [2021-05-29 10:47:56 main:574] : INFO : Epoch 1642 | loss: 0.031135 | val_loss: 0.031181 | Time: 10636.6 ms [2021-05-29 10:48:07 main:574] : INFO : Epoch 1643 | loss: 0.0311405 | val_loss: 0.0311839 | Time: 10656.9 ms [2021-05-29 10:48:18 main:574] : INFO : Epoch 1644 | loss: 0.0311396 | val_loss: 0.0311739 | Time: 11052.8 ms [2021-05-29 10:48:29 main:574] : INFO : Epoch 1645 | loss: 0.0311357 | val_loss: 0.0311811 | Time: 11204.5 ms [2021-05-29 10:48:41 main:574] : INFO : Epoch 1646 | loss: 0.0311351 | val_loss: 0.031172 | Time: 11089.9 ms [2021-05-29 10:48:51 main:574] : INFO : Epoch 1647 | loss: 0.0311351 | val_loss: 0.0311751 | Time: 10282.5 ms [2021-05-29 10:49:01 main:574] : INFO : Epoch 1648 | loss: 0.0311344 | val_loss: 0.031177 | Time: 10433.5 ms [2021-05-29 10:49:12 main:574] : INFO : Epoch 1649 | loss: 0.0311368 | val_loss: 0.0311765 | Time: 10562.1 ms [2021-05-29 10:49:22 main:574] : INFO : Epoch 1650 | loss: 0.0311365 | val_loss: 0.0311784 | Time: 10319.4 ms [2021-05-29 10:49:34 main:574] : INFO : Epoch 1651 | loss: 0.0311393 | val_loss: 0.0311767 | Time: 11090.2 ms [2021-05-29 10:49:45 main:574] : INFO : Epoch 1652 | loss: 0.0311385 | val_loss: 0.0311756 | Time: 11124.3 ms [2021-05-29 10:49:55 main:574] : INFO : Epoch 1653 | loss: 0.0311386 | val_loss: 0.031175 | Time: 10139.4 ms [2021-05-29 10:50:05 main:574] : INFO : Epoch 1654 | loss: 0.0311372 | val_loss: 0.0311805 | Time: 10390.2 ms [2021-05-29 10:50:15 main:574] : INFO : Epoch 1655 | loss: 0.0311377 | val_loss: 0.0311805 | Time: 9767.66 ms [2021-05-29 10:50:26 main:574] : INFO : Epoch 1656 | loss: 0.0311369 | val_loss: 0.0311758 | Time: 10835.4 ms [2021-05-29 10:50:37 main:574] : INFO : Epoch 1657 | loss: 0.0311393 | val_loss: 0.0311713 | Time: 11107.8 ms [2021-05-29 10:50:48 main:574] : INFO : Epoch 1658 | loss: 0.0311397 | val_loss: 0.0311783 | Time: 10753.3 ms [2021-05-29 10:50:58 main:574] : INFO : Epoch 1659 | loss: 0.0311356 | val_loss: 0.031184 | Time: 10167.5 ms [2021-05-29 10:51:09 main:574] : INFO : Epoch 1660 | loss: 0.0311355 | val_loss: 0.0311778 | Time: 10658.5 ms [2021-05-29 10:51:20 main:574] : INFO : Epoch 1661 | loss: 0.0311367 | val_loss: 0.0311773 | Time: 10601.9 ms [2021-05-29 10:51:31 main:574] : INFO : Epoch 1662 | loss: 0.0311358 | val_loss: 0.0311806 | Time: 10825.2 ms [2021-05-29 10:51:41 main:574] : INFO : Epoch 1663 | loss: 0.0311358 | val_loss: 0.031177 | Time: 10605.6 ms [2021-05-29 10:51:52 main:574] : INFO : Epoch 1664 | loss: 0.0311353 | val_loss: 0.0311778 | Time: 10609.9 ms [2021-05-29 10:52:03 main:574] : INFO : Epoch 1665 | loss: 0.0311406 | val_loss: 0.031179 | Time: 11062.8 ms [2021-05-29 10:52:14 main:574] : INFO : Epoch 1666 | loss: 0.0311428 | val_loss: 0.0311825 | Time: 10950.8 ms [2021-05-29 10:52:24 main:574] : INFO : Epoch 1667 | loss: 0.0311383 | val_loss: 0.0311773 | Time: 10347.2 ms [2021-05-29 10:52:36 main:574] : INFO : Epoch 1668 | loss: 0.0311359 | val_loss: 0.0311817 | Time: 10964.2 ms [2021-05-29 10:52:46 main:574] : INFO : Epoch 1669 | loss: 0.0311375 | val_loss: 0.0311779 | Time: 10373.3 ms [2021-05-29 10:52:57 main:574] : INFO : Epoch 1670 | loss: 0.031135 | val_loss: 0.0311805 | Time: 10980.7 ms [2021-05-29 10:53:07 main:574] : INFO : Epoch 1671 | loss: 0.0311351 | val_loss: 0.0311784 | Time: 10304.4 ms [2021-05-29 10:53:18 main:574] : INFO : Epoch 1672 | loss: 0.0311347 | val_loss: 0.0311785 | Time: 10128.9 ms [2021-05-29 10:53:28 main:574] : INFO : Epoch 1673 | loss: 0.0311334 | val_loss: 0.0311763 | Time: 10661.5 ms [2021-05-29 10:53:39 main:574] : INFO : Epoch 1674 | loss: 0.0311323 | val_loss: 0.0311776 | Time: 10482.7 ms [2021-05-29 10:53:50 main:574] : INFO : Epoch 1675 | loss: 0.0311356 | val_loss: 0.031178 | Time: 10997.1 ms [2021-05-29 10:54:00 main:574] : INFO : Epoch 1676 | loss: 0.031138 | val_loss: 0.031177 | Time: 10158.1 ms [2021-05-29 10:54:11 main:574] : INFO : Epoch 1677 | loss: 0.0311362 | val_loss: 0.031176 | Time: 11206.5 ms [2021-05-29 10:54:22 main:574] : INFO : Epoch 1678 | loss: 0.0311351 | val_loss: 0.0311799 | Time: 10493 ms [2021-05-29 10:54:33 main:574] : INFO : Epoch 1679 | loss: 0.0311348 | val_loss: 0.0311761 | Time: 10771.1 ms [2021-05-29 10:54:42 main:574] : INFO : Epoch 1680 | loss: 0.0311325 | val_loss: 0.0311792 | Time: 9714.94 ms [2021-05-29 10:54:53 main:574] : INFO : Epoch 1681 | loss: 0.0311328 | val_loss: 0.0311772 | Time: 10591 ms [2021-05-29 10:55:04 main:574] : INFO : Epoch 1682 | loss: 0.0311334 | val_loss: 0.03118 | Time: 11288.5 ms [2021-05-29 10:55:15 main:574] : INFO : Epoch 1683 | loss: 0.0311331 | val_loss: 0.0311823 | Time: 10521.9 ms [2021-05-29 10:55:26 main:574] : INFO : Epoch 1684 | loss: 0.0311334 | val_loss: 0.0311729 | Time: 11009.3 ms [2021-05-29 10:55:37 main:574] : INFO : Epoch 1685 | loss: 0.0311339 | val_loss: 0.0311767 | Time: 11284.5 ms [2021-05-29 10:55:48 main:574] : INFO : Epoch 1686 | loss: 0.0311325 | val_loss: 0.0311819 | Time: 10658.6 ms [2021-05-29 10:55:59 main:574] : INFO : Epoch 1687 | loss: 0.0311354 | val_loss: 0.0311763 | Time: 10756.3 ms [2021-05-29 10:56:10 main:574] : INFO : Epoch 1688 | loss: 0.0311341 | val_loss: 0.0311795 | Time: 10821.2 ms [2021-05-29 10:56:20 main:574] : INFO : Epoch 1689 | loss: 0.031134 | val_loss: 0.0311851 | Time: 9734.73 ms [2021-05-29 10:56:31 main:574] : INFO : Epoch 1690 | loss: 0.031137 | val_loss: 0.0311777 | Time: 11018.9 ms [2021-05-29 10:56:41 main:574] : INFO : Epoch 1691 | loss: 0.0311331 | val_loss: 0.03118 | Time: 10656.6 ms [2021-05-29 10:56:51 main:574] : INFO : Epoch 1692 | loss: 0.0311346 | val_loss: 0.0311874 | Time: 9460.6 ms [2021-05-29 10:57:01 main:574] : INFO : Epoch 1693 | loss: 0.0311359 | val_loss: 0.0311798 | Time: 10063.8 ms [2021-05-29 10:57:11 main:574] : INFO : Epoch 1694 | loss: 0.0311339 | val_loss: 0.031174 | Time: 9966.61 ms [2021-05-29 10:57:22 main:574] : INFO : Epoch 1695 | loss: 0.0311335 | val_loss: 0.0311745 | Time: 10557.9 ms [2021-05-29 10:57:32 main:574] : INFO : Epoch 1696 | loss: 0.0311338 | val_loss: 0.0311753 | Time: 10535.3 ms [2021-05-29 10:57:42 main:574] : INFO : Epoch 1697 | loss: 0.0311345 | val_loss: 0.0311747 | Time: 10078.9 ms [2021-05-29 10:57:53 main:574] : INFO : Epoch 1698 | loss: 0.0311335 | val_loss: 0.0311867 | Time: 10236.2 ms [2021-05-29 10:58:04 main:574] : INFO : Epoch 1699 | loss: 0.0311359 | val_loss: 0.0311821 | Time: 10755.9 ms [2021-05-29 10:58:14 main:574] : INFO : Epoch 1700 | loss: 0.0311333 | val_loss: 0.0311782 | Time: 10443.2 ms [2021-05-29 10:58:24 main:574] : INFO : Epoch 1701 | loss: 0.0311315 | val_loss: 0.0311779 | Time: 9942.16 ms [2021-05-29 10:58:35 main:574] : INFO : Epoch 1702 | loss: 0.0311347 | val_loss: 0.0311747 | Time: 10538.5 ms [2021-05-29 10:58:46 main:574] : INFO : Epoch 1703 | loss: 0.0311335 | val_loss: 0.0311781 | Time: 10963 ms [2021-05-29 10:58:58 main:574] : INFO : Epoch 1704 | loss: 0.0311332 | val_loss: 0.031176 | Time: 11712.2 ms [2021-05-29 10:59:09 main:574] : INFO : Epoch 1705 | loss: 0.0311332 | val_loss: 0.0311822 | Time: 10895.7 ms [2021-05-29 10:59:20 main:574] : INFO : Epoch 1706 | loss: 0.031133 | val_loss: 0.031185 | Time: 11069.4 ms [2021-05-29 10:59:31 main:574] : INFO : Epoch 1707 | loss: 0.0311341 | val_loss: 0.0311771 | Time: 10359.1 ms [2021-05-29 10:59:42 main:574] : INFO : Epoch 1708 | loss: 0.0311334 | val_loss: 0.031175 | Time: 10517.2 ms [2021-05-29 10:59:51 main:574] : INFO : Epoch 1709 | loss: 0.0311327 | val_loss: 0.0311805 | Time: 9781.33 ms [2021-05-29 11:00:02 main:574] : INFO : Epoch 1710 | loss: 0.0311327 | val_loss: 0.0311752 | Time: 10152.3 ms [2021-05-29 11:00:13 main:574] : INFO : Epoch 1711 | loss: 0.0311395 | val_loss: 0.0311783 | Time: 11030.6 ms [2021-05-29 11:00:23 main:574] : INFO : Epoch 1712 | loss: 0.0311367 | val_loss: 0.0311817 | Time: 10534.1 ms [2021-05-29 11:00:34 main:574] : INFO : Epoch 1713 | loss: 0.031136 | val_loss: 0.0311806 | Time: 10377.8 ms [2021-05-29 11:00:45 main:574] : INFO : Epoch 1714 | loss: 0.0311343 | val_loss: 0.0311802 | Time: 10865 ms [2021-05-29 11:00:56 main:574] : INFO : Epoch 1715 | loss: 0.0311354 | val_loss: 0.031181 | Time: 10949.1 ms [2021-05-29 11:01:07 main:574] : INFO : Epoch 1716 | loss: 0.0311335 | val_loss: 0.0311807 | Time: 11450.1 ms [2021-05-29 11:01:18 main:574] : INFO : Epoch 1717 | loss: 0.0311357 | val_loss: 0.0311771 | Time: 10639.8 ms [2021-05-29 11:01:29 main:574] : INFO : Epoch 1718 | loss: 0.0311342 | val_loss: 0.0311739 | Time: 10760 ms [2021-05-29 11:01:39 main:574] : INFO : Epoch 1719 | loss: 0.0311347 | val_loss: 0.0311781 | Time: 10524.2 ms [2021-05-29 11:01:50 main:574] : INFO : Epoch 1720 | loss: 0.0311332 | val_loss: 0.0311785 | Time: 11109.4 ms [2021-05-29 11:02:01 main:574] : INFO : Epoch 1721 | loss: 0.0311351 | val_loss: 0.0311799 | Time: 10433.3 ms [2021-05-29 11:02:10 main:574] : INFO : Epoch 1722 | loss: 0.0311355 | val_loss: 0.0311756 | Time: 9681.24 ms [2021-05-29 11:02:20 main:574] : INFO : Epoch 1723 | loss: 0.0311328 | val_loss: 0.0311742 | Time: 9773.42 ms [2021-05-29 11:02:31 main:574] : INFO : Epoch 1724 | loss: 0.0311334 | val_loss: 0.0311752 | Time: 10621.8 ms [2021-05-29 11:02:41 main:574] : INFO : Epoch 1725 | loss: 0.0311435 | val_loss: 0.0311718 | Time: 10269.6 ms [2021-05-29 11:02:52 main:574] : INFO : Epoch 1726 | loss: 0.0311466 | val_loss: 0.0311731 | Time: 10750.8 ms [2021-05-29 11:03:03 main:574] : INFO : Epoch 1727 | loss: 0.0311434 | val_loss: 0.0311749 | Time: 10888.2 ms [2021-05-29 11:03:13 main:574] : INFO : Epoch 1728 | loss: 0.0311448 | val_loss: 0.0311727 | Time: 10389.1 ms [2021-05-29 11:03:24 main:574] : INFO : Epoch 1729 | loss: 0.0311457 | val_loss: 0.0311806 | Time: 10393.3 ms [2021-05-29 11:03:35 main:574] : INFO : Epoch 1730 | loss: 0.0311587 | val_loss: 0.0311845 | Time: 10712.1 ms [2021-05-29 11:03:45 main:574] : INFO : Epoch 1731 | loss: 0.0311628 | val_loss: 0.031179 | Time: 10363.9 ms [2021-05-29 11:03:56 main:574] : INFO : Epoch 1732 | loss: 0.0311537 | val_loss: 0.0311683 | Time: 10464 ms [2021-05-29 11:04:06 main:574] : INFO : Epoch 1733 | loss: 0.0311487 | val_loss: 0.0311758 | Time: 10418.4 ms [2021-05-29 11:04:17 main:574] : INFO : Epoch 1734 | loss: 0.0311506 | val_loss: 0.031173 | Time: 10776.9 ms [2021-05-29 11:04:28 main:574] : INFO : Epoch 1735 | loss: 0.031149 | val_loss: 0.031173 | Time: 11110.8 ms [2021-05-29 11:04:38 main:574] : INFO : Epoch 1736 | loss: 0.0311509 | val_loss: 0.0311715 | Time: 10281.6 ms [2021-05-29 11:04:49 main:574] : INFO : Epoch 1737 | loss: 0.0311492 | val_loss: 0.0311699 | Time: 10750.3 ms [2021-05-29 11:04:59 main:574] : INFO : Epoch 1738 | loss: 0.0311486 | val_loss: 0.0311692 | Time: 10149.8 ms [2021-05-29 11:05:10 main:574] : INFO : Epoch 1739 | loss: 0.0311472 | val_loss: 0.0311691 | Time: 10239.9 ms [2021-05-29 11:05:20 main:574] : INFO : Epoch 1740 | loss: 0.0311455 | val_loss: 0.0311715 | Time: 10332.5 ms [2021-05-29 11:05:31 main:574] : INFO : Epoch 1741 | loss: 0.0311485 | val_loss: 0.0311743 | Time: 11176 ms [2021-05-29 11:05:41 main:574] : INFO : Epoch 1742 | loss: 0.0311516 | val_loss: 0.0311861 | Time: 9804.69 ms [2021-05-29 11:05:52 main:574] : INFO : Epoch 1743 | loss: 0.0311485 | val_loss: 0.0311687 | Time: 10338 ms [2021-05-29 11:06:03 main:574] : INFO : Epoch 1744 | loss: 0.0311475 | val_loss: 0.0311721 | Time: 11390.8 ms [2021-05-29 11:06:14 main:574] : INFO : Epoch 1745 | loss: 0.0311456 | val_loss: 0.0311749 | Time: 10973.5 ms [2021-05-29 11:06:25 main:574] : INFO : Epoch 1746 | loss: 0.0311463 | val_loss: 0.0311734 | Time: 10947.3 ms [2021-05-29 11:06:35 main:574] : INFO : Epoch 1747 | loss: 0.0311474 | val_loss: 0.0311741 | Time: 10138.4 ms [2021-05-29 11:06:46 main:574] : INFO : Epoch 1748 | loss: 0.0311458 | val_loss: 0.0311728 | Time: 10542.9 ms [2021-05-29 11:06:57 main:574] : INFO : Epoch 1749 | loss: 0.0311464 | val_loss: 0.0311731 | Time: 10940.9 ms [2021-05-29 11:07:07 main:574] : INFO : Epoch 1750 | loss: 0.0311474 | val_loss: 0.031173 | Time: 9905.43 ms [2021-05-29 11:07:18 main:574] : INFO : Epoch 1751 | loss: 0.031147 | val_loss: 0.031173 | Time: 10748.2 ms [2021-05-29 11:07:29 main:574] : INFO : Epoch 1752 | loss: 0.0311463 | val_loss: 0.0311755 | Time: 11040.9 ms [2021-05-29 11:07:40 main:574] : INFO : Epoch 1753 | loss: 0.0311436 | val_loss: 0.0311717 | Time: 10589.3 ms [2021-05-29 11:07:51 main:574] : INFO : Epoch 1754 | loss: 0.0311445 | val_loss: 0.031176 | Time: 10975.6 ms [2021-05-29 11:08:01 main:574] : INFO : Epoch 1755 | loss: 0.0311434 | val_loss: 0.0311724 | Time: 9916.87 ms [2021-05-29 11:08:11 main:574] : INFO : Epoch 1756 | loss: 0.0311425 | val_loss: 0.0311733 | Time: 10751.1 ms [2021-05-29 11:08:23 main:574] : INFO : Epoch 1757 | loss: 0.031142 | val_loss: 0.0311751 | Time: 11268.1 ms [2021-05-29 11:08:34 main:574] : INFO : Epoch 1758 | loss: 0.0311394 | val_loss: 0.0311699 | Time: 10916.8 ms [2021-05-29 11:08:45 main:574] : INFO : Epoch 1759 | loss: 0.0311407 | val_loss: 0.0311742 | Time: 11029 ms [2021-05-29 11:08:55 main:574] : INFO : Epoch 1760 | loss: 0.0311466 | val_loss: 0.0311733 | Time: 9943.43 ms [2021-05-29 11:09:06 main:574] : INFO : Epoch 1761 | loss: 0.0311499 | val_loss: 0.0311687 | Time: 11238.4 ms [2021-05-29 11:09:17 main:574] : INFO : Epoch 1762 | loss: 0.0311502 | val_loss: 0.0311778 | Time: 11000.9 ms [2021-05-29 11:09:28 main:574] : INFO : Epoch 1763 | loss: 0.0311492 | val_loss: 0.0311737 | Time: 10520.1 ms [2021-05-29 11:09:38 main:574] : INFO : Epoch 1764 | loss: 0.0311483 | val_loss: 0.0311723 | Time: 10436.2 ms [2021-05-29 11:09:49 main:574] : INFO : Epoch 1765 | loss: 0.0311506 | val_loss: 0.031173 | Time: 10487.8 ms [2021-05-29 11:10:00 main:574] : INFO : Epoch 1766 | loss: 0.0311515 | val_loss: 0.0311711 | Time: 10988.2 ms [2021-05-29 11:10:10 main:574] : INFO : Epoch 1767 | loss: 0.0311508 | val_loss: 0.031173 | Time: 10273.3 ms [2021-05-29 11:10:21 main:574] : INFO : Epoch 1768 | loss: 0.0311514 | val_loss: 0.0311717 | Time: 10751.7 ms [2021-05-29 11:10:31 main:574] : INFO : Epoch 1769 | loss: 0.0311498 | val_loss: 0.0311732 | Time: 10301.8 ms [2021-05-29 11:10:41 main:574] : INFO : Epoch 1770 | loss: 0.031149 | val_loss: 0.0311695 | Time: 10166.5 ms [2021-05-29 11:10:52 main:574] : INFO : Epoch 1771 | loss: 0.0311492 | val_loss: 0.0311691 | Time: 10892 ms [2021-05-29 11:11:04 main:574] : INFO : Epoch 1772 | loss: 0.0311489 | val_loss: 0.0311691 | Time: 10866.6 ms [2021-05-29 11:11:13 main:574] : INFO : Epoch 1773 | loss: 0.0311476 | val_loss: 0.0311723 | Time: 9291.16 ms [2021-05-29 11:11:24 main:574] : INFO : Epoch 1774 | loss: 0.031148 | val_loss: 0.0311695 | Time: 10252.1 ms [2021-05-29 11:11:35 main:574] : INFO : Epoch 1775 | loss: 0.0311464 | val_loss: 0.0311737 | Time: 11072.7 ms [2021-05-29 11:11:46 main:574] : INFO : Epoch 1776 | loss: 0.0311466 | val_loss: 0.0311748 | Time: 11568.4 ms [2021-05-29 11:11:58 main:574] : INFO : Epoch 1777 | loss: 0.0311471 | val_loss: 0.0311741 | Time: 11389.1 ms [2021-05-29 11:12:08 main:574] : INFO : Epoch 1778 | loss: 0.0311463 | val_loss: 0.0311708 | Time: 10383.4 ms [2021-05-29 11:12:18 main:574] : INFO : Epoch 1779 | loss: 0.031147 | val_loss: 0.0311709 | Time: 9841.85 ms [2021-05-29 11:12:29 main:574] : INFO : Epoch 1780 | loss: 0.031145 | val_loss: 0.0311739 | Time: 10582.6 ms [2021-05-29 11:12:39 main:574] : INFO : Epoch 1781 | loss: 0.0311464 | val_loss: 0.0311756 | Time: 10588 ms [2021-05-29 11:12:51 main:574] : INFO : Epoch 1782 | loss: 0.0311494 | val_loss: 0.0311837 | Time: 11616.5 ms [2021-05-29 11:13:01 main:574] : INFO : Epoch 1783 | loss: 0.0311487 | val_loss: 0.0311715 | Time: 10511.9 ms [2021-05-29 11:13:12 main:574] : INFO : Epoch 1784 | loss: 0.0311464 | val_loss: 0.0311744 | Time: 9989.01 ms [2021-05-29 11:13:23 main:574] : INFO : Epoch 1785 | loss: 0.031148 | val_loss: 0.031175 | Time: 11285.7 ms [2021-05-29 11:13:34 main:574] : INFO : Epoch 1786 | loss: 0.0311487 | val_loss: 0.0311774 | Time: 11103.1 ms [2021-05-29 11:13:45 main:574] : INFO : Epoch 1787 | loss: 0.0311472 | val_loss: 0.0311787 | Time: 11207.9 ms [2021-05-29 11:13:56 main:574] : INFO : Epoch 1788 | loss: 0.0311468 | val_loss: 0.031174 | Time: 10748.3 ms [2021-05-29 11:14:06 main:574] : INFO : Epoch 1789 | loss: 0.0311479 | val_loss: 0.0311757 | Time: 9921.08 ms [2021-05-29 11:14:17 main:574] : INFO : Epoch 1790 | loss: 0.0311497 | val_loss: 0.0311759 | Time: 11045.5 ms [2021-05-29 11:14:28 main:574] : INFO : Epoch 1791 | loss: 0.0311461 | val_loss: 0.0311708 | Time: 11003.6 ms [2021-05-29 11:14:39 main:574] : INFO : Epoch 1792 | loss: 0.0311454 | val_loss: 0.0311746 | Time: 10671.5 ms [2021-05-29 11:14:50 main:574] : INFO : Epoch 1793 | loss: 0.0311432 | val_loss: 0.0311749 | Time: 11376.1 ms [2021-05-29 11:15:01 main:574] : INFO : Epoch 1794 | loss: 0.0311456 | val_loss: 0.0311732 | Time: 10539 ms [2021-05-29 11:15:12 main:574] : INFO : Epoch 1795 | loss: 0.0311578 | val_loss: 0.031178 | Time: 10802 ms [2021-05-29 11:15:22 main:574] : INFO : Epoch 1796 | loss: 0.0311568 | val_loss: 0.0311714 | Time: 10653.1 ms [2021-05-29 11:15:33 main:574] : INFO : Epoch 1797 | loss: 0.0311543 | val_loss: 0.0311698 | Time: 10269.2 ms [2021-05-29 11:15:43 main:574] : INFO : Epoch 1798 | loss: 0.0311541 | val_loss: 0.0311687 | Time: 10358.2 ms [2021-05-29 11:15:54 main:574] : INFO : Epoch 1799 | loss: 0.0311552 | val_loss: 0.0311694 | Time: 10699.3 ms [2021-05-29 11:16:05 main:574] : INFO : Epoch 1800 | loss: 0.0311557 | val_loss: 0.0311703 | Time: 10723.2 ms [2021-05-29 11:16:15 main:574] : INFO : Epoch 1801 | loss: 0.0311558 | val_loss: 0.0311703 | Time: 10365.5 ms [2021-05-29 11:16:26 main:574] : INFO : Epoch 1802 | loss: 0.0311562 | val_loss: 0.0311708 | Time: 10319.7 ms [2021-05-29 11:16:36 main:574] : INFO : Epoch 1803 | loss: 0.0311529 | val_loss: 0.0311651 | Time: 10449.1 ms [2021-05-29 11:16:47 main:574] : INFO : Epoch 1804 | loss: 0.0311544 | val_loss: 0.0311708 | Time: 10880.6 ms [2021-05-29 11:16:58 main:574] : INFO : Epoch 1805 | loss: 0.0311536 | val_loss: 0.0311706 | Time: 10437.6 ms [2021-05-29 11:17:08 main:574] : INFO : Epoch 1806 | loss: 0.0311515 | val_loss: 0.0311663 | Time: 10434.2 ms [2021-05-29 11:17:19 main:574] : INFO : Epoch 1807 | loss: 0.0311495 | val_loss: 0.0311646 | Time: 11033 ms [2021-05-29 11:17:30 main:574] : INFO : Epoch 1808 | loss: 0.0311503 | val_loss: 0.0311672 | Time: 10256.5 ms [2021-05-29 11:17:40 main:574] : INFO : Epoch 1809 | loss: 0.0311509 | val_loss: 0.0311654 | Time: 10283.9 ms [2021-05-29 11:17:51 main:574] : INFO : Epoch 1810 | loss: 0.0311509 | val_loss: 0.0311661 | Time: 10946.9 ms [2021-05-29 11:18:01 main:574] : INFO : Epoch 1811 | loss: 0.0311548 | val_loss: 0.0311663 | Time: 10185.6 ms [2021-05-29 11:18:12 main:574] : INFO : Epoch 1812 | loss: 0.0311532 | val_loss: 0.0311728 | Time: 10739.5 ms [2021-05-29 11:18:22 main:574] : INFO : Epoch 1813 | loss: 0.0311564 | val_loss: 0.0311665 | Time: 10429 ms [2021-05-29 11:18:33 main:574] : INFO : Epoch 1814 | loss: 0.0311532 | val_loss: 0.0311704 | Time: 10965.6 ms [2021-05-29 11:18:44 main:574] : INFO : Epoch 1815 | loss: 0.0311534 | val_loss: 0.0311636 | Time: 10217.3 ms [2021-05-29 11:18:54 main:574] : INFO : Epoch 1816 | loss: 0.0311504 | val_loss: 0.031163 | Time: 10185.1 ms [2021-05-29 11:19:05 main:574] : INFO : Epoch 1817 | loss: 0.0311492 | val_loss: 0.0311667 | Time: 10525.9 ms [2021-05-29 11:19:15 main:574] : INFO : Epoch 1818 | loss: 0.0311485 | val_loss: 0.0311691 | Time: 10184.6 ms [2021-05-29 11:19:25 main:574] : INFO : Epoch 1819 | loss: 0.0311516 | val_loss: 0.031172 | Time: 9994.74 ms [2021-05-29 11:19:36 main:574] : INFO : Epoch 1820 | loss: 0.0311487 | val_loss: 0.031165 | Time: 10581.5 ms [2021-05-29 11:19:47 main:574] : INFO : Epoch 1821 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 11099.8 ms [2021-05-29 11:19:57 main:574] : INFO : Epoch 1822 | loss: 0.0311494 | val_loss: 0.0311659 | Time: 10610.7 ms [2021-05-29 11:20:08 main:574] : INFO : Epoch 1823 | loss: 0.0311504 | val_loss: 0.0311743 | Time: 10910.7 ms [2021-05-29 11:20:19 main:574] : INFO : Epoch 1824 | loss: 0.0311489 | val_loss: 0.0311667 | Time: 10736.7 ms [2021-05-29 11:20:29 main:574] : INFO : Epoch 1825 | loss: 0.0311472 | val_loss: 0.0311714 | Time: 10023.6 ms [2021-05-29 11:20:39 main:574] : INFO : Epoch 1826 | loss: 0.0311501 | val_loss: 0.0311657 | Time: 9688.21 ms [2021-05-29 11:20:50 main:574] : INFO : Epoch 1827 | loss: 0.0311508 | val_loss: 0.0311718 | Time: 10841.6 ms [2021-05-29 11:21:02 main:574] : INFO : Epoch 1828 | loss: 0.0311518 | val_loss: 0.0311709 | Time: 11595.6 ms [2021-05-29 11:21:12 main:574] : INFO : Epoch 1829 | loss: 0.0311487 | val_loss: 0.0311642 | Time: 10762.6 ms [2021-05-29 11:21:23 main:574] : INFO : Epoch 1830 | loss: 0.031147 | val_loss: 0.0311666 | Time: 10293.7 ms [2021-05-29 11:21:34 main:574] : INFO : Epoch 1831 | loss: 0.0311452 | val_loss: 0.0311664 | Time: 11007.8 ms [2021-05-29 11:21:45 main:574] : INFO : Epoch 1832 | loss: 0.031146 | val_loss: 0.0311708 | Time: 10605.8 ms [2021-05-29 11:21:56 main:574] : INFO : Epoch 1833 | loss: 0.0311458 | val_loss: 0.0311682 | Time: 11337.3 ms [2021-05-29 11:22:07 main:574] : INFO : Epoch 1834 | loss: 0.0311493 | val_loss: 0.0311694 | Time: 10909.9 ms [2021-05-29 11:22:17 main:574] : INFO : Epoch 1835 | loss: 0.0311479 | val_loss: 0.0311674 | Time: 9722.42 ms [2021-05-29 11:22:27 main:574] : INFO : Epoch 1836 | loss: 0.0311465 | val_loss: 0.0311662 | Time: 10651.3 ms [2021-05-29 11:22:39 main:574] : INFO : Epoch 1837 | loss: 0.031145 | val_loss: 0.0311713 | Time: 11429.6 ms [2021-05-29 11:22:50 main:574] : INFO : Epoch 1838 | loss: 0.0311451 | val_loss: 0.0311665 | Time: 10712.2 ms [2021-05-29 11:23:00 main:574] : INFO : Epoch 1839 | loss: 0.0311452 | val_loss: 0.0311665 | Time: 10571.7 ms [2021-05-29 11:23:11 main:574] : INFO : Epoch 1840 | loss: 0.0311447 | val_loss: 0.0311686 | Time: 10945.8 ms [2021-05-29 11:23:22 main:574] : INFO : Epoch 1841 | loss: 0.0311457 | val_loss: 0.0311662 | Time: 10866.8 ms [2021-05-29 11:23:33 main:574] : INFO : Epoch 1842 | loss: 0.0311468 | val_loss: 0.031166 | Time: 10700.2 ms [2021-05-29 11:23:43 main:574] : INFO : Epoch 1843 | loss: 0.0311475 | val_loss: 0.0311641 | Time: 10364.7 ms [2021-05-29 11:23:54 main:574] : INFO : Epoch 1844 | loss: 0.0311452 | val_loss: 0.0311662 | Time: 10764.9 ms [2021-05-29 11:24:06 main:574] : INFO : Epoch 1845 | loss: 0.0311451 | val_loss: 0.0311686 | Time: 11410 ms [2021-05-29 11:24:16 main:574] : INFO : Epoch 1846 | loss: 0.0311472 | val_loss: 0.0311667 | Time: 10504.9 ms [2021-05-29 11:24:27 main:574] : INFO : Epoch 1847 | loss: 0.031147 | val_loss: 0.0311725 | Time: 10611.2 ms [2021-05-29 11:24:38 main:574] : INFO : Epoch 1848 | loss: 0.0311447 | val_loss: 0.0311721 | Time: 11460.1 ms [2021-05-29 11:24:49 main:574] : INFO : Epoch 1849 | loss: 0.0311431 | val_loss: 0.0311682 | Time: 10629.3 ms [2021-05-29 11:24:59 main:574] : INFO : Epoch 1850 | loss: 0.0311425 | val_loss: 0.0311735 | Time: 10229 ms [2021-05-29 11:25:10 main:574] : INFO : Epoch 1851 | loss: 0.0311443 | val_loss: 0.031171 | Time: 10520.2 ms [2021-05-29 11:25:21 main:574] : INFO : Epoch 1852 | loss: 0.0311467 | val_loss: 0.0311698 | Time: 10808.4 ms [2021-05-29 11:25:32 main:574] : INFO : Epoch 1853 | loss: 0.0311465 | val_loss: 0.0311716 | Time: 10754.6 ms [2021-05-29 11:25:41 main:574] : INFO : Epoch 1854 | loss: 0.0311447 | val_loss: 0.031172 | Time: 9760.98 ms [2021-05-29 11:25:53 main:574] : INFO : Epoch 1855 | loss: 0.031144 | val_loss: 0.031167 | Time: 11165.6 ms [2021-05-29 11:26:04 main:574] : INFO : Epoch 1856 | loss: 0.0311437 | val_loss: 0.0311725 | Time: 10903.5 ms [2021-05-29 11:26:14 main:574] : INFO : Epoch 1857 | loss: 0.0311428 | val_loss: 0.0311678 | Time: 10123.5 ms [2021-05-29 11:26:25 main:574] : INFO : Epoch 1858 | loss: 0.0311433 | val_loss: 0.0311748 | Time: 10859.8 ms [2021-05-29 11:26:35 main:574] : INFO : Epoch 1859 | loss: 0.0311446 | val_loss: 0.0311714 | Time: 10736.4 ms [2021-05-29 11:26:46 main:574] : INFO : Epoch 1860 | loss: 0.0311422 | val_loss: 0.0311743 | Time: 10960.9 ms [2021-05-29 11:26:58 main:574] : INFO : Epoch 1861 | loss: 0.0311456 | val_loss: 0.0311805 | Time: 11122.6 ms [2021-05-29 11:27:09 main:574] : INFO : Epoch 1862 | loss: 0.0311457 | val_loss: 0.0311725 | Time: 11054.2 ms [2021-05-29 11:27:20 main:574] : INFO : Epoch 1863 | loss: 0.0311419 | val_loss: 0.0311754 | Time: 10835.3 ms [2021-05-29 11:27:30 main:574] : INFO : Epoch 1864 | loss: 0.0311406 | val_loss: 0.0311702 | Time: 10339.4 ms [2021-05-29 11:27:41 main:574] : INFO : Epoch 1865 | loss: 0.0311441 | val_loss: 0.0311677 | Time: 11099.5 ms [2021-05-29 11:27:52 main:574] : INFO : Epoch 1866 | loss: 0.0311432 | val_loss: 0.0311739 | Time: 10336.4 ms [2021-05-29 11:28:02 main:574] : INFO : Epoch 1867 | loss: 0.0311427 | val_loss: 0.0311685 | Time: 10738.7 ms [2021-05-29 11:28:13 main:574] : INFO : Epoch 1868 | loss: 0.0311417 | val_loss: 0.0311719 | Time: 10129.4 ms [2021-05-29 11:28:22 main:574] : INFO : Epoch 1869 | loss: 0.0311415 | val_loss: 0.0311733 | Time: 9842.35 ms [2021-05-29 11:28:33 main:574] : INFO : Epoch 1870 | loss: 0.0311423 | val_loss: 0.0311719 | Time: 10934.7 ms [2021-05-29 11:28:43 main:574] : INFO : Epoch 1871 | loss: 0.0311424 | val_loss: 0.0311726 | Time: 9993.34 ms [2021-05-29 11:28:54 main:574] : INFO : Epoch 1872 | loss: 0.0311426 | val_loss: 0.0311758 | Time: 10620.4 ms [2021-05-29 11:29:04 main:574] : INFO : Epoch 1873 | loss: 0.0311447 | val_loss: 0.0311723 | Time: 10066.9 ms [2021-05-29 11:29:15 main:574] : INFO : Epoch 1874 | loss: 0.0311464 | val_loss: 0.0311753 | Time: 10688 ms [2021-05-29 11:29:26 main:574] : INFO : Epoch 1875 | loss: 0.0311477 | val_loss: 0.0311741 | Time: 10886.8 ms [2021-05-29 11:29:37 main:574] : INFO : Epoch 1876 | loss: 0.0311437 | val_loss: 0.0311727 | Time: 10896.4 ms [2021-05-29 11:29:47 main:574] : INFO : Epoch 1877 | loss: 0.0311448 | val_loss: 0.0311716 | Time: 10398.7 ms [2021-05-29 11:29:58 main:574] : INFO : Epoch 1878 | loss: 0.0311428 | val_loss: 0.0311742 | Time: 10712 ms [2021-05-29 11:30:09 main:574] : INFO : Epoch 1879 | loss: 0.0311431 | val_loss: 0.0311717 | Time: 10987.7 ms [2021-05-29 11:30:20 main:574] : INFO : Epoch 1880 | loss: 0.0311424 | val_loss: 0.0311732 | Time: 10532.3 ms [2021-05-29 11:30:30 main:574] : INFO : Epoch 1881 | loss: 0.031141 | val_loss: 0.0311729 | Time: 10428.1 ms [2021-05-29 11:30:41 main:574] : INFO : Epoch 1882 | loss: 0.0311426 | val_loss: 0.031178 | Time: 10949.3 ms [2021-05-29 11:30:53 main:574] : INFO : Epoch 1883 | loss: 0.0311403 | val_loss: 0.0311723 | Time: 11580.6 ms [2021-05-29 11:31:04 main:574] : INFO : Epoch 1884 | loss: 0.0311415 | val_loss: 0.0311773 | Time: 10862.5 ms [2021-05-29 11:31:15 main:574] : INFO : Epoch 1885 | loss: 0.0311399 | val_loss: 0.0311802 | Time: 11065.5 ms [2021-05-29 11:31:26 main:574] : INFO : Epoch 1886 | loss: 0.0311407 | val_loss: 0.0311722 | Time: 10564.5 ms [2021-05-29 11:31:37 main:574] : INFO : Epoch 1887 | loss: 0.0311403 | val_loss: 0.0311734 | Time: 11117.9 ms [2021-05-29 11:31:48 main:574] : INFO : Epoch 1888 | loss: 0.0311398 | val_loss: 0.0311751 | Time: 10811.3 ms [2021-05-29 11:31:58 main:574] : INFO : Epoch 1889 | loss: 0.0311404 | val_loss: 0.0311779 | Time: 10424 ms [2021-05-29 11:32:08 main:574] : INFO : Epoch 1890 | loss: 0.0311396 | val_loss: 0.0311734 | Time: 9980.88 ms [2021-05-29 11:32:19 main:574] : INFO : Epoch 1891 | loss: 0.0311412 | val_loss: 0.0311731 | Time: 10643.8 ms [2021-05-29 11:32:30 main:574] : INFO : Epoch 1892 | loss: 0.0311427 | val_loss: 0.0311715 | Time: 11410.2 ms [2021-05-29 11:32:41 main:574] : INFO : Epoch 1893 | loss: 0.0311426 | val_loss: 0.0311706 | Time: 10958.7 ms [2021-05-29 11:32:52 main:574] : INFO : Epoch 1894 | loss: 0.0311426 | val_loss: 0.03117 | Time: 10273.8 ms [2021-05-29 11:33:03 main:574] : INFO : Epoch 1895 | loss: 0.0311414 | val_loss: 0.0311717 | Time: 10807.5 ms [2021-05-29 11:33:13 main:574] : INFO : Epoch 1896 | loss: 0.0311404 | val_loss: 0.0311714 | Time: 10672.1 ms [2021-05-29 11:33:24 main:574] : INFO : Epoch 1897 | loss: 0.0311397 | val_loss: 0.0311736 | Time: 10925 ms [2021-05-29 11:33:35 main:574] : INFO : Epoch 1898 | loss: 0.03114 | val_loss: 0.0311733 | Time: 10386.8 ms [2021-05-29 11:33:45 main:574] : INFO : Epoch 1899 | loss: 0.0311405 | val_loss: 0.0311737 | Time: 10288.1 ms [2021-05-29 11:33:55 main:574] : INFO : Epoch 1900 | loss: 0.0311426 | val_loss: 0.0311781 | Time: 10108.7 ms [2021-05-29 11:34:06 main:574] : INFO : Epoch 1901 | loss: 0.0311415 | val_loss: 0.0311738 | Time: 11034.6 ms [2021-05-29 11:34:18 main:574] : INFO : Epoch 1902 | loss: 0.0311391 | val_loss: 0.0311726 | Time: 11341.1 ms [2021-05-29 11:34:28 main:574] : INFO : Epoch 1903 | loss: 0.0311388 | val_loss: 0.0311792 | Time: 10458.9 ms [2021-05-29 11:34:39 main:574] : INFO : Epoch 1904 | loss: 0.0311395 | val_loss: 0.0311734 | Time: 10858.4 ms [2021-05-29 11:34:50 main:574] : INFO : Epoch 1905 | loss: 0.0311394 | val_loss: 0.0311725 | Time: 10380.3 ms [2021-05-29 11:35:01 main:574] : INFO : Epoch 1906 | loss: 0.0311395 | val_loss: 0.0311697 | Time: 11163.2 ms [2021-05-29 11:35:12 main:574] : INFO : Epoch 1907 | loss: 0.0311404 | val_loss: 0.0311762 | Time: 10572.6 ms [2021-05-29 11:35:22 main:574] : INFO : Epoch 1908 | loss: 0.0311393 | val_loss: 0.0311707 | Time: 10542.5 ms [2021-05-29 11:35:33 main:574] : INFO : Epoch 1909 | loss: 0.0311384 | val_loss: 0.0311706 | Time: 10907.9 ms [2021-05-29 11:35:44 main:574] : INFO : Epoch 1910 | loss: 0.0311377 | val_loss: 0.0311786 | Time: 11280.8 ms [2021-05-29 11:35:56 main:574] : INFO : Epoch 1911 | loss: 0.0311376 | val_loss: 0.0311722 | Time: 11176.3 ms [2021-05-29 11:36:06 main:574] : INFO : Epoch 1912 | loss: 0.0311382 | val_loss: 0.0311736 | Time: 10670.5 ms [2021-05-29 11:36:17 main:574] : INFO : Epoch 1913 | loss: 0.0311367 | val_loss: 0.0311734 | Time: 10625.2 ms [2021-05-29 11:36:28 main:574] : INFO : Epoch 1914 | loss: 0.0311394 | val_loss: 0.0311733 | Time: 10490.7 ms [2021-05-29 11:36:38 main:574] : INFO : Epoch 1915 | loss: 0.0311389 | val_loss: 0.0311748 | Time: 10361.1 ms [2021-05-29 11:36:49 main:574] : INFO : Epoch 1916 | loss: 0.0311401 | val_loss: 0.0311711 | Time: 10644.5 ms [2021-05-29 11:37:00 main:574] : INFO : Epoch 1917 | loss: 0.0311413 | val_loss: 0.0311776 | Time: 10817 ms [2021-05-29 11:37:10 main:574] : INFO : Epoch 1918 | loss: 0.031143 | val_loss: 0.03118 | Time: 10451.9 ms [2021-05-29 11:37:21 main:574] : INFO : Epoch 1919 | loss: 0.0311435 | val_loss: 0.0311715 | Time: 10743.2 ms [2021-05-29 11:37:31 main:574] : INFO : Epoch 1920 | loss: 0.0311387 | val_loss: 0.0311735 | Time: 10400.6 ms [2021-05-29 11:37:41 main:574] : INFO : Epoch 1921 | loss: 0.0311385 | val_loss: 0.0311729 | Time: 9787.8 ms [2021-05-29 11:37:51 main:574] : INFO : Epoch 1922 | loss: 0.0311375 | val_loss: 0.0311717 | Time: 10218.8 ms [2021-05-29 11:38:02 main:574] : INFO : Epoch 1923 | loss: 0.0311376 | val_loss: 0.0311717 | Time: 10739.9 ms [2021-05-29 11:38:13 main:574] : INFO : Epoch 1924 | loss: 0.0311394 | val_loss: 0.0311705 | Time: 10558.4 ms [2021-05-29 11:38:23 main:574] : INFO : Epoch 1925 | loss: 0.0311387 | val_loss: 0.0311711 | Time: 10234.2 ms [2021-05-29 11:38:34 main:574] : INFO : Epoch 1926 | loss: 0.0311407 | val_loss: 0.0311694 | Time: 10854 ms [2021-05-29 11:38:45 main:574] : INFO : Epoch 1927 | loss: 0.0311384 | val_loss: 0.0311738 | Time: 10391.5 ms [2021-05-29 11:38:55 main:574] : INFO : Epoch 1928 | loss: 0.031141 | val_loss: 0.031169 | Time: 10843.7 ms [2021-05-29 11:39:06 main:574] : INFO : Epoch 1929 | loss: 0.0311358 | val_loss: 0.0311735 | Time: 10307.8 ms [2021-05-29 11:39:17 main:574] : INFO : Epoch 1930 | loss: 0.031137 | val_loss: 0.0311731 | Time: 10758 ms [2021-05-29 11:39:28 main:574] : INFO : Epoch 1931 | loss: 0.0311394 | val_loss: 0.0311735 | Time: 10794.5 ms [2021-05-29 11:39:37 main:574] : INFO : Epoch 1932 | loss: 0.0311384 | val_loss: 0.0311686 | Time: 9669.01 ms [2021-05-29 11:39:48 main:574] : INFO : Epoch 1933 | loss: 0.0311386 | val_loss: 0.0311722 | Time: 11002.7 ms [2021-05-29 11:39:59 main:574] : INFO : Epoch 1934 | loss: 0.0311423 | val_loss: 0.0311771 | Time: 10065.6 ms [2021-05-29 11:40:09 main:574] : INFO : Epoch 1935 | loss: 0.0311404 | val_loss: 0.0311771 | Time: 10039.9 ms [2021-05-29 11:40:19 main:574] : INFO : Epoch 1936 | loss: 0.0311387 | val_loss: 0.031174 | Time: 10770.5 ms [2021-05-29 11:40:29 main:574] : INFO : Epoch 1937 | loss: 0.0311405 | val_loss: 0.0311702 | Time: 9973.73 ms [2021-05-29 11:40:40 main:574] : INFO : Epoch 1938 | loss: 0.0311438 | val_loss: 0.0311872 | Time: 10529.9 ms [2021-05-29 11:40:51 main:574] : INFO : Epoch 1939 | loss: 0.0311436 | val_loss: 0.0311742 | Time: 10669.1 ms [2021-05-29 11:41:02 main:574] : INFO : Epoch 1940 | loss: 0.0311388 | val_loss: 0.0311718 | Time: 10680.5 ms [2021-05-29 11:41:12 main:574] : INFO : Epoch 1941 | loss: 0.031137 | val_loss: 0.0311728 | Time: 10557.4 ms [2021-05-29 11:41:23 main:574] : INFO : Epoch 1942 | loss: 0.0311375 | val_loss: 0.0311702 | Time: 10434.9 ms [2021-05-29 11:41:34 main:574] : INFO : Epoch 1943 | loss: 0.0311383 | val_loss: 0.0311765 | Time: 11309.6 ms [2021-05-29 11:41:45 main:574] : INFO : Epoch 1944 | loss: 0.0311417 | val_loss: 0.0311791 | Time: 10598.4 ms [2021-05-29 11:41:56 main:574] : INFO : Epoch 1945 | loss: 0.0311413 | val_loss: 0.0311733 | Time: 10908.4 ms [2021-05-29 11:42:07 main:574] : INFO : Epoch 1946 | loss: 0.0311399 | val_loss: 0.0311726 | Time: 10861.7 ms [2021-05-29 11:42:18 main:574] : INFO : Epoch 1947 | loss: 0.0311424 | val_loss: 0.0311709 | Time: 10990.8 ms [2021-05-29 11:42:28 main:574] : INFO : Epoch 1948 | loss: 0.0311395 | val_loss: 0.0311719 | Time: 10687.8 ms [2021-05-29 11:42:39 main:574] : INFO : Epoch 1949 | loss: 0.0311402 | val_loss: 0.031173 | Time: 10750.9 ms [2021-05-29 11:42:50 main:574] : INFO : Epoch 1950 | loss: 0.0311374 | val_loss: 0.0311705 | Time: 10670 ms [2021-05-29 11:43:00 main:574] : INFO : Epoch 1951 | loss: 0.0311359 | val_loss: 0.0311697 | Time: 10461 ms [2021-05-29 11:43:11 main:574] : INFO : Epoch 1952 | loss: 0.0311359 | val_loss: 0.0311733 | Time: 11033.8 ms [2021-05-29 11:43:22 main:574] : INFO : Epoch 1953 | loss: 0.0311361 | val_loss: 0.0311699 | Time: 10481.5 ms [2021-05-29 11:43:33 main:574] : INFO : Epoch 1954 | loss: 0.0311378 | val_loss: 0.0311724 | Time: 10738.3 ms [2021-05-29 11:43:42 main:574] : INFO : Epoch 1955 | loss: 0.0311364 | val_loss: 0.0311755 | Time: 9415.19 ms [2021-05-29 11:43:53 main:574] : INFO : Epoch 1956 | loss: 0.031137 | val_loss: 0.0311728 | Time: 10989 ms [2021-05-29 11:44:04 main:574] : INFO : Epoch 1957 | loss: 0.0311403 | val_loss: 0.0311696 | Time: 10806.7 ms [2021-05-29 11:44:15 main:574] : INFO : Epoch 1958 | loss: 0.03114 | val_loss: 0.0311755 | Time: 10614.8 ms [2021-05-29 11:44:26 main:574] : INFO : Epoch 1959 | loss: 0.0311435 | val_loss: 0.0311712 | Time: 10818.1 ms [2021-05-29 11:44:37 main:574] : INFO : Epoch 1960 | loss: 0.0311461 | val_loss: 0.0311831 | Time: 11128.9 ms [2021-05-29 11:44:48 main:574] : INFO : Epoch 1961 | loss: 0.0311443 | val_loss: 0.0311722 | Time: 10667 ms [2021-05-29 11:44:58 main:574] : INFO : Epoch 1962 | loss: 0.0311412 | val_loss: 0.031171 | Time: 10060.6 ms [2021-05-29 11:45:08 main:574] : INFO : Epoch 1963 | loss: 0.0311374 | val_loss: 0.0311747 | Time: 10395.5 ms [2021-05-29 11:45:20 main:574] : INFO : Epoch 1964 | loss: 0.0311458 | val_loss: 0.031173 | Time: 11465 ms [2021-05-29 11:45:31 main:574] : INFO : Epoch 1965 | loss: 0.0311542 | val_loss: 0.0311727 | Time: 11319 ms [2021-05-29 11:45:42 main:574] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311968 | Time: 10278.7 ms [2021-05-29 11:45:52 main:574] : INFO : Epoch 1967 | loss: 0.032815 | val_loss: 0.0339052 | Time: 10298.1 ms [2021-05-29 11:46:03 main:574] : INFO : Epoch 1968 | loss: 0.0409766 | val_loss: 0.0335856 | Time: 11182.1 ms [2021-05-29 11:46:14 main:574] : INFO : Epoch 1969 | loss: 0.0329773 | val_loss: 0.0319489 | Time: 11161 ms [2021-05-29 11:46:24 main:574] : INFO : Epoch 1970 | loss: 0.0314523 | val_loss: 0.0313221 | Time: 9691.5 ms [2021-05-29 11:46:35 main:574] : INFO : Epoch 1971 | loss: 0.0312582 | val_loss: 0.0312203 | Time: 10815.1 ms [2021-05-29 11:46:45 main:574] : INFO : Epoch 1972 | loss: 0.0312126 | val_loss: 0.0312033 | Time: 10458.8 ms [2021-05-29 11:46:55 main:574] : INFO : Epoch 1973 | loss: 0.0311984 | val_loss: 0.031196 | Time: 10015.7 ms [2021-05-29 11:47:06 main:574] : INFO : Epoch 1974 | loss: 0.0311904 | val_loss: 0.0311877 | Time: 10135 ms [2021-05-29 11:47:16 main:574] : INFO : Epoch 1975 | loss: 0.0311855 | val_loss: 0.0311856 | Time: 10727 ms [2021-05-29 11:47:27 main:574] : INFO : Epoch 1976 | loss: 0.0311841 | val_loss: 0.0311852 | Time: 10051.8 ms [2021-05-29 11:47:37 main:574] : INFO : Epoch 1977 | loss: 0.0311833 | val_loss: 0.0311845 | Time: 10711.3 ms [2021-05-29 11:47:48 main:574] : INFO : Epoch 1978 | loss: 0.0311832 | val_loss: 0.031185 | Time: 10316.6 ms [2021-05-29 11:47:59 main:574] : INFO : Epoch 1979 | loss: 0.0311829 | val_loss: 0.0311839 | Time: 11259.5 ms [2021-05-29 11:48:11 main:574] : INFO : Epoch 1980 | loss: 0.0311823 | val_loss: 0.0311833 | Time: 11307.8 ms [2021-05-29 11:48:21 main:574] : INFO : Epoch 1981 | loss: 0.0311817 | val_loss: 0.0311835 | Time: 10310.1 ms [2021-05-29 11:48:31 main:574] : INFO : Epoch 1982 | loss: 0.0311822 | val_loss: 0.0311834 | Time: 10081.7 ms [2021-05-29 11:48:42 main:574] : INFO : Epoch 1983 | loss: 0.0311817 | val_loss: 0.0311823 | Time: 10661.7 ms [2021-05-29 11:48:53 main:574] : INFO : Epoch 1984 | loss: 0.0311814 | val_loss: 0.0311854 | Time: 11260 ms [2021-05-29 11:49:04 main:574] : INFO : Epoch 1985 | loss: 0.0311819 | val_loss: 0.0311834 | Time: 10532.3 ms [2021-05-29 11:49:14 main:574] : INFO : Epoch 1986 | loss: 0.0311816 | val_loss: 0.0311833 | Time: 10724.3 ms [2021-05-29 11:49:24 main:574] : INFO : Epoch 1987 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 9488.04 ms [2021-05-29 11:49:35 main:574] : INFO : Epoch 1988 | loss: 0.0311799 | val_loss: 0.0311825 | Time: 10808.5 ms [2021-05-29 11:49:45 main:574] : INFO : Epoch 1989 | loss: 0.031181 | val_loss: 0.0311812 | Time: 10039.6 ms [2021-05-29 11:49:55 main:574] : INFO : Epoch 1990 | loss: 0.0311799 | val_loss: 0.0311822 | Time: 9812.9 ms [2021-05-29 11:50:05 main:574] : INFO : Epoch 1991 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 10571.6 ms [2021-05-29 11:50:16 main:574] : INFO : Epoch 1992 | loss: 0.0311798 | val_loss: 0.0311805 | Time: 10559.4 ms [2021-05-29 11:50:27 main:574] : INFO : Epoch 1993 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 10710.2 ms [2021-05-29 11:50:38 main:574] : INFO : Epoch 1994 | loss: 0.0311788 | val_loss: 0.0311802 | Time: 10723.2 ms [2021-05-29 11:50:49 main:574] : INFO : Epoch 1995 | loss: 0.0311785 | val_loss: 0.0311801 | Time: 11016.1 ms [2021-05-29 11:50:59 main:574] : INFO : Epoch 1996 | loss: 0.0311784 | val_loss: 0.03118 | Time: 9846.14 ms [2021-05-29 11:51:09 main:574] : INFO : Epoch 1997 | loss: 0.0311781 | val_loss: 0.0311797 | Time: 10184.4 ms [2021-05-29 11:51:19 main:574] : INFO : Epoch 1998 | loss: 0.0311787 | val_loss: 0.0311826 | Time: 9872.68 ms [2021-05-29 11:51:29 main:574] : INFO : Epoch 1999 | loss: 0.031179 | val_loss: 0.0311796 | Time: 10306.1 ms [2021-05-29 11:51:40 main:574] : INFO : Epoch 2000 | loss: 0.0311777 | val_loss: 0.0311797 | Time: 10699 ms [2021-05-29 11:51:51 main:574] : INFO : Epoch 2001 | loss: 0.0311782 | val_loss: 0.0311829 | Time: 10703.4 ms [2021-05-29 11:52:01 main:574] : INFO : Epoch 2002 | loss: 0.031179 | val_loss: 0.0311811 | Time: 10292.7 ms [2021-05-29 11:52:12 main:574] : INFO : Epoch 2003 | loss: 0.031178 | val_loss: 0.0311793 | Time: 10800.8 ms [2021-05-29 11:52:22 main:574] : INFO : Epoch 2004 | loss: 0.0311771 | val_loss: 0.0311797 | Time: 10449.7 ms [2021-05-29 11:52:33 main:574] : INFO : Epoch 2005 | loss: 0.0311769 | val_loss: 0.0311795 | Time: 11020 ms [2021-05-29 11:52:44 main:574] : INFO : Epoch 2006 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 10522.7 ms [2021-05-29 11:52:55 main:574] : INFO : Epoch 2007 | loss: 0.0311767 | val_loss: 0.0311799 | Time: 10447.9 ms [2021-05-29 11:53:06 main:574] : INFO : Epoch 2008 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 11171.9 ms [2021-05-29 11:53:16 main:574] : INFO : Epoch 2009 | loss: 0.0311759 | val_loss: 0.0311792 | Time: 9978.38 ms [2021-05-29 11:53:26 main:574] : INFO : Epoch 2010 | loss: 0.0311753 | val_loss: 0.0311819 | Time: 9728.32 ms [2021-05-29 11:53:36 main:574] : INFO : Epoch 2011 | loss: 0.0311766 | val_loss: 0.03118 | Time: 10376.1 ms [2021-05-29 11:53:47 main:574] : INFO : Epoch 2012 | loss: 0.0311752 | val_loss: 0.0311794 | Time: 10447.1 ms [2021-05-29 11:53:57 main:574] : INFO : Epoch 2013 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 10228.9 ms [2021-05-29 11:54:08 main:574] : INFO : Epoch 2014 | loss: 0.0311743 | val_loss: 0.0311796 | Time: 11108.2 ms [2021-05-29 11:54:19 main:574] : INFO : Epoch 2015 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 11048.2 ms [2021-05-29 11:54:30 main:574] : INFO : Epoch 2016 | loss: 0.0311742 | val_loss: 0.0311799 | Time: 10425.9 ms [2021-05-29 11:54:39 main:574] : INFO : Epoch 2017 | loss: 0.0311744 | val_loss: 0.0311787 | Time: 9464.78 ms [2021-05-29 11:54:50 main:574] : INFO : Epoch 2018 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 10663 ms [2021-05-29 11:55:01 main:574] : INFO : Epoch 2019 | loss: 0.0311732 | val_loss: 0.0311789 | Time: 11056.6 ms [2021-05-29 11:55:11 main:574] : INFO : Epoch 2020 | loss: 0.0311733 | val_loss: 0.0311784 | Time: 10244.4 ms [2021-05-29 11:55:21 main:574] : INFO : Epoch 2021 | loss: 0.0311728 | val_loss: 0.0311788 | Time: 9919.32 ms [2021-05-29 11:55:32 main:574] : INFO : Epoch 2022 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 10596.5 ms [2021-05-29 11:55:43 main:574] : INFO : Epoch 2023 | loss: 0.031172 | val_loss: 0.0311779 | Time: 10709.8 ms [2021-05-29 11:55:52 main:574] : INFO : Epoch 2024 | loss: 0.0311694 | val_loss: 0.0311749 | Time: 9186.77 ms [2021-05-29 11:56:02 main:574] : INFO : Epoch 2025 | loss: 0.031166 | val_loss: 0.0311741 | Time: 8754.21 ms [2021-05-29 11:56:12 main:574] : INFO : Epoch 2026 | loss: 0.0311658 | val_loss: 0.031172 | Time: 9477.77 ms [2021-05-29 11:56:22 main:574] : INFO : Epoch 2027 | loss: 0.031164 | val_loss: 0.0311751 | Time: 10440.2 ms [2021-05-29 11:56:33 main:574] : INFO : Epoch 2028 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 10889.6 ms [2021-05-29 11:56:44 main:574] : INFO : Epoch 2029 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 10867.1 ms [2021-05-29 11:56:55 main:574] : INFO : Epoch 2030 | loss: 0.0311601 | val_loss: 0.0311721 | Time: 10918.1 ms [2021-05-29 11:57:06 main:574] : INFO : Epoch 2031 | loss: 0.031159 | val_loss: 0.0311706 | Time: 10929.5 ms [2021-05-29 11:57:16 main:574] : INFO : Epoch 2032 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 10232.1 ms [2021-05-29 11:57:26 main:574] : INFO : Epoch 2033 | loss: 0.0311591 | val_loss: 0.031175 | Time: 9802.21 ms [2021-05-29 11:57:37 main:574] : INFO : Epoch 2034 | loss: 0.0311591 | val_loss: 0.0311741 | Time: 10727.1 ms [2021-05-29 11:57:46 main:574] : INFO : Epoch 2035 | loss: 0.0311585 | val_loss: 0.0311774 | Time: 9429.78 ms [2021-05-29 11:57:56 main:574] : INFO : Epoch 2036 | loss: 0.0311578 | val_loss: 0.031173 | Time: 10087.7 ms [2021-05-29 11:58:07 main:574] : INFO : Epoch 2037 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 11158.3 ms [2021-05-29 11:58:17 main:574] : INFO : Epoch 2038 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 9936.29 ms [2021-05-29 11:58:28 main:574] : INFO : Epoch 2039 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 10257 ms [2021-05-29 11:58:38 main:574] : INFO : Epoch 2040 | loss: 0.0311558 | val_loss: 0.0311697 | Time: 10641 ms [2021-05-29 11:58:49 main:574] : INFO : Epoch 2041 | loss: 0.0311568 | val_loss: 0.0311662 | Time: 11014.5 ms [2021-05-29 11:59:01 main:574] : INFO : Epoch 2042 | loss: 0.0311561 | val_loss: 0.0311679 | Time: 11049.3 ms [2021-05-29 11:59:11 main:574] : INFO : Epoch 2043 | loss: 0.0311543 | val_loss: 0.031171 | Time: 10327.1 ms [2021-05-29 11:59:21 main:574] : INFO : Epoch 2044 | loss: 0.0311529 | val_loss: 0.0311674 | Time: 9889.89 ms [2021-05-29 11:59:32 main:574] : INFO : Epoch 2045 | loss: 0.0311522 | val_loss: 0.0311685 | Time: 10858.5 ms [2021-05-29 11:59:43 main:574] : INFO : Epoch 2046 | loss: 0.0311538 | val_loss: 0.0311727 | Time: 10891.5 ms [2021-05-29 11:59:54 main:574] : INFO : Epoch 2047 | loss: 0.0311551 | val_loss: 0.0311673 | Time: 10589.8 ms [2021-05-29 12:00:04 main:574] : INFO : Epoch 2048 | loss: 0.0311527 | val_loss: 0.0311673 | Time: 10341.4 ms [2021-05-29 12:00:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311673 [2021-05-29 12:00:04 main:603] : INFO : Saving end state to config to file [2021-05-29 12:00:04 main:608] : INFO : Success, exiting.. 12:00:04 (51540): 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)