Task 11591355
| Name | ParityModified-1639950727-8863-3-0_0 |
| Workunit | 8812060 |
| Created | 15 Feb 2022, 21:20:42 UTC |
| Sent | 27 Feb 2022, 15:25:41 UTC |
| Report deadline | 7 Mar 2022, 15:25:41 UTC |
| Received | 5 Mar 2022, 11:34:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13173 |
| Run time | 3 hours 46 min 50 sec |
| CPU time | 3 hours 24 min 49 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,168.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.45 GB |
| Peak swap size | 3.57 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311081 | val_loss: 0.0311548 | Time: 6499.43 ms
[2022-03-05 17:37:03 main:574] : INFO : Epoch 1543 | loss: 0.0311042 | val_loss: 0.0311541 | Time: 6718.68 ms
[2022-03-05 17:37:09 main:574] : INFO : Epoch 1544 | loss: 0.0311062 | val_loss: 0.0311553 | Time: 6531.47 ms
[2022-03-05 17:37:16 main:574] : INFO : Epoch 1545 | loss: 0.0311036 | val_loss: 0.0311589 | Time: 6491.5 ms
[2022-03-05 17:37:22 main:574] : INFO : Epoch 1546 | loss: 0.0311023 | val_loss: 0.0311624 | Time: 6471.95 ms
[2022-03-05 17:37:29 main:574] : INFO : Epoch 1547 | loss: 0.0311009 | val_loss: 0.0311573 | Time: 6501.8 ms
[2022-03-05 17:37:36 main:574] : INFO : Epoch 1548 | loss: 0.0311036 | val_loss: 0.0311581 | Time: 6757.43 ms
[2022-03-05 17:37:42 main:574] : INFO : Epoch 1549 | loss: 0.0311025 | val_loss: 0.0311595 | Time: 6553.37 ms
[2022-03-05 17:37:49 main:574] : INFO : Epoch 1550 | loss: 0.0311034 | val_loss: 0.0311675 | Time: 6493.94 ms
[2022-03-05 17:37:55 main:574] : INFO : Epoch 1551 | loss: 0.031107 | val_loss: 0.0311495 | Time: 6503.12 ms
[2022-03-05 17:38:02 main:574] : INFO : Epoch 1552 | loss: 0.0311125 | val_loss: 0.0311571 | Time: 6535.59 ms
[2022-03-05 17:38:08 main:574] : INFO : Epoch 1553 | loss: 0.0311083 | val_loss: 0.0311574 | Time: 6481.25 ms
[2022-03-05 17:38:15 main:574] : INFO : Epoch 1554 | loss: 0.0311061 | val_loss: 0.0311599 | Time: 6498.36 ms
[2022-03-05 17:38:21 main:574] : INFO : Epoch 1555 | loss: 0.0311101 | val_loss: 0.0311557 | Time: 6490.58 ms
[2022-03-05 17:38:29 main:574] : INFO : Epoch 1556 | loss: 0.0311299 | val_loss: 0.0311515 | Time: 7302.61 ms
[2022-03-05 17:38:35 main:574] : INFO : Epoch 1557 | loss: 0.0311266 | val_loss: 0.0311482 | Time: 6855.58 ms
[2022-03-05 17:38:42 main:574] : INFO : Epoch 1558 | loss: 0.0311183 | val_loss: 0.0311522 | Time: 6494.58 ms
[2022-03-05 17:38:48 main:574] : INFO : Epoch 1559 | loss: 0.031115 | val_loss: 0.0311507 | Time: 6498.7 ms
[2022-03-05 17:38:55 main:574] : INFO : Epoch 1560 | loss: 0.0311134 | val_loss: 0.0311505 | Time: 6495.79 ms
[2022-03-05 17:39:01 main:574] : INFO : Epoch 1561 | loss: 0.0311129 | val_loss: 0.0311535 | Time: 6538.97 ms
[2022-03-05 17:39:08 main:574] : INFO : Epoch 1562 | loss: 0.0311092 | val_loss: 0.031157 | Time: 6488.77 ms
[2022-03-05 17:39:15 main:574] : INFO : Epoch 1563 | loss: 0.0311081 | val_loss: 0.0311515 | Time: 6498.51 ms
[2022-03-05 17:39:21 main:574] : INFO : Epoch 1564 | loss: 0.0311089 | val_loss: 0.0311531 | Time: 6540.51 ms
[2022-03-05 17:39:28 main:574] : INFO : Epoch 1565 | loss: 0.0311091 | val_loss: 0.0311571 | Time: 6496.89 ms
[2022-03-05 17:39:34 main:574] : INFO : Epoch 1566 | loss: 0.0311078 | val_loss: 0.0311512 | Time: 6572.1 ms
[2022-03-05 17:39:41 main:574] : INFO : Epoch 1567 | loss: 0.0311085 | val_loss: 0.0311525 | Time: 6692.69 ms
[2022-03-05 17:39:47 main:574] : INFO : Epoch 1568 | loss: 0.0311044 | val_loss: 0.0311557 | Time: 6492.24 ms
[2022-03-05 17:39:54 main:574] : INFO : Epoch 1569 | loss: 0.0311026 | val_loss: 0.0311518 | Time: 6608.53 ms
[2022-03-05 17:40:01 main:574] : INFO : Epoch 1570 | loss: 0.0311061 | val_loss: 0.0311509 | Time: 6560.05 ms
[2022-03-05 17:40:07 main:574] : INFO : Epoch 1571 | loss: 0.0311393 | val_loss: 0.0311574 | Time: 6496.37 ms
[2022-03-05 17:40:14 main:574] : INFO : Epoch 1572 | loss: 0.0311461 | val_loss: 0.0311569 | Time: 6505.83 ms
[2022-03-05 17:40:20 main:574] : INFO : Epoch 1573 | loss: 0.0311368 | val_loss: 0.0311512 | Time: 6488.59 ms
[2022-03-05 17:40:27 main:574] : INFO : Epoch 1574 | loss: 0.0311285 | val_loss: 0.0311474 | Time: 6477.44 ms
[2022-03-05 17:40:33 main:574] : INFO : Epoch 1575 | loss: 0.031122 | val_loss: 0.0311415 | Time: 6641.83 ms
[2022-03-05 17:40:40 main:574] : INFO : Epoch 1576 | loss: 0.0311279 | val_loss: 0.0311526 | Time: 6716.74 ms
[2022-03-05 17:40:46 main:574] : INFO : Epoch 1577 | loss: 0.0311374 | val_loss: 0.0311473 | Time: 6487.95 ms
[2022-03-05 17:40:53 main:574] : INFO : Epoch 1578 | loss: 0.0311337 | val_loss: 0.0311477 | Time: 6505.87 ms
[2022-03-05 17:41:00 main:574] : INFO : Epoch 1579 | loss: 0.0311289 | val_loss: 0.0311497 | Time: 7447.94 ms
[2022-03-05 17:41:17 main:574] : INFO : Epoch 1580 | loss: 0.0311274 | val_loss: 0.0311454 | Time: 16928 ms
[2022-03-05 17:41:24 main:574] : INFO : Epoch 1581 | loss: 0.0311278 | val_loss: 0.0311473 | Time: 6547.58 ms
[2022-03-05 17:41:31 main:574] : INFO : Epoch 1582 | loss: 0.0311219 | val_loss: 0.0311454 | Time: 6623.51 ms
[2022-03-05 17:41:37 main:574] : INFO : Epoch 1583 | loss: 0.0311185 | val_loss: 0.0311446 | Time: 6619.57 ms
[2022-03-05 17:41:44 main:574] : INFO : Epoch 1584 | loss: 0.031116 | val_loss: 0.0311455 | Time: 6529.54 ms
[2022-03-05 17:41:50 main:574] : INFO : Epoch 1585 | loss: 0.0311113 | val_loss: 0.0311517 | Time: 6525.99 ms
[2022-03-05 17:41:57 main:574] : INFO : Epoch 1586 | loss: 0.0311145 | val_loss: 0.0311477 | Time: 6491.73 ms
[2022-03-05 17:42:04 main:574] : INFO : Epoch 1587 | loss: 0.0311136 | val_loss: 0.0311462 | Time: 7315.71 ms
[2022-03-05 17:42:11 main:574] : INFO : Epoch 1588 | loss: 0.0311137 | val_loss: 0.0311462 | Time: 6493.31 ms
[2022-03-05 17:42:17 main:574] : INFO : Epoch 1589 | loss: 0.0311144 | val_loss: 0.0311451 | Time: 6494.47 ms
[2022-03-05 17:42:24 main:574] : INFO : Epoch 1590 | loss: 0.0311114 | val_loss: 0.0311465 | Time: 6513.75 ms
[2022-03-05 17:42:30 main:574] : INFO : Epoch 1591 | loss: 0.0311106 | val_loss: 0.0311385 | Time: 6495.17 ms
[2022-03-05 17:42:37 main:574] : INFO : Epoch 1592 | loss: 0.0311096 | val_loss: 0.0311413 | Time: 7007.56 ms
[2022-03-05 17:42:44 main:574] : INFO : Epoch 1593 | loss: 0.0311184 | val_loss: 0.0311395 | Time: 6482.77 ms
[2022-03-05 17:42:50 main:574] : INFO : Epoch 1594 | loss: 0.0311168 | val_loss: 0.0311425 | Time: 6525.53 ms
[2022-03-05 17:42:57 main:574] : INFO : Epoch 1595 | loss: 0.0311121 | val_loss: 0.0311421 | Time: 6504.55 ms
[2022-03-05 17:43:03 main:574] : INFO : Epoch 1596 | loss: 0.03111 | val_loss: 0.0311487 | Time: 6594 ms
[2022-03-05 17:43:10 main:574] : INFO : Epoch 1597 | loss: 0.0311092 | val_loss: 0.0311432 | Time: 6499.86 ms
[2022-03-05 17:43:16 main:574] : INFO : Epoch 1598 | loss: 0.0311069 | val_loss: 0.031147 | Time: 6486.06 ms
[2022-03-05 17:43:23 main:574] : INFO : Epoch 1599 | loss: 0.0311071 | val_loss: 0.0311449 | Time: 6516.58 ms
[2022-03-05 17:43:30 main:574] : INFO : Epoch 1600 | loss: 0.0311078 | val_loss: 0.0311447 | Time: 6504 ms
[2022-03-05 17:43:36 main:574] : INFO : Epoch 1601 | loss: 0.0311081 | val_loss: 0.0311445 | Time: 6681.88 ms
[2022-03-05 17:43:44 main:574] : INFO : Epoch 1602 | loss: 0.0311106 | val_loss: 0.0311415 | Time: 7536.3 ms
[2022-03-05 17:43:50 main:574] : INFO : Epoch 1603 | loss: 0.0311099 | val_loss: 0.0311467 | Time: 6564.82 ms
[2022-03-05 17:43:57 main:574] : INFO : Epoch 1604 | loss: 0.0311069 | val_loss: 0.0311407 | Time: 6521.94 ms
[2022-03-05 17:44:03 main:574] : INFO : Epoch 1605 | loss: 0.0311075 | val_loss: 0.0311498 | Time: 6580.63 ms
[2022-03-05 17:44:10 main:574] : INFO : Epoch 1606 | loss: 0.0311174 | val_loss: 0.0311518 | Time: 6490.37 ms
[2022-03-05 17:44:16 main:574] : INFO : Epoch 1607 | loss: 0.0311148 | val_loss: 0.0311459 | Time: 6497.42 ms
[2022-03-05 17:44:23 main:574] : INFO : Epoch 1608 | loss: 0.031111 | val_loss: 0.0311484 | Time: 6515.75 ms
[2022-03-05 17:44:29 main:574] : INFO : Epoch 1609 | loss: 0.0311081 | val_loss: 0.0311505 | Time: 6476.61 ms
[2022-03-05 17:44:36 main:574] : INFO : Epoch 1610 | loss: 0.0311063 | val_loss: 0.0311506 | Time: 6730.31 ms
[2022-03-05 17:44:43 main:574] : INFO : Epoch 1611 | loss: 0.0311058 | val_loss: 0.031151 | Time: 6639.97 ms
[2022-03-05 17:44:49 main:574] : INFO : Epoch 1612 | loss: 0.0311061 | val_loss: 0.0311501 | Time: 6487.56 ms
[2022-03-05 17:44:56 main:574] : INFO : Epoch 1613 | loss: 0.0311051 | val_loss: 0.0311496 | Time: 6512.1 ms
[2022-03-05 17:45:03 main:574] : INFO : Epoch 1614 | loss: 0.0311024 | val_loss: 0.0311443 | Time: 6603.93 ms
[2022-03-05 17:45:09 main:574] : INFO : Epoch 1615 | loss: 0.0311054 | val_loss: 0.0311463 | Time: 6492.51 ms
[2022-03-05 17:45:16 main:574] : INFO : Epoch 1616 | loss: 0.0311039 | val_loss: 0.0311455 | Time: 6516.02 ms
[2022-03-05 17:45:22 main:574] : INFO : Epoch 1617 | loss: 0.0311016 | val_loss: 0.0311415 | Time: 6500.37 ms
[2022-03-05 17:45:29 main:574] : INFO : Epoch 1618 | loss: 0.0311021 | val_loss: 0.0311407 | Time: 6491.4 ms
[2022-03-05 17:45:35 main:574] : INFO : Epoch 1619 | loss: 0.0311007 | val_loss: 0.0311492 | Time: 6853.58 ms
[2022-03-05 17:45:42 main:574] : INFO : Epoch 1620 | loss: 0.0311026 | val_loss: 0.031143 | Time: 6572.69 ms
[2022-03-05 17:45:49 main:574] : INFO : Epoch 1621 | loss: 0.0311047 | val_loss: 0.031154 | Time: 6469.27 ms
[2022-03-05 17:45:55 main:574] : INFO : Epoch 1622 | loss: 0.0311066 | val_loss: 0.0311542 | Time: 6491.74 ms
[2022-03-05 17:46:02 main:574] : INFO : Epoch 1623 | loss: 0.0311067 | val_loss: 0.0311459 | Time: 7319.12 ms
[2022-03-05 17:46:19 main:574] : INFO : Epoch 1624 | loss: 0.0311146 | val_loss: 0.0311527 | Time: 16330.5 ms
[2022-03-05 17:46:25 main:574] : INFO : Epoch 1625 | loss: 0.0311278 | val_loss: 0.0311519 | Time: 6480.31 ms
[2022-03-05 17:46:32 main:574] : INFO : Epoch 1626 | loss: 0.0311286 | val_loss: 0.0311556 | Time: 6671.39 ms
[2022-03-05 17:46:39 main:574] : INFO : Epoch 1627 | loss: 0.0311229 | val_loss: 0.0311538 | Time: 6707.88 ms
[2022-03-05 17:46:45 main:574] : INFO : Epoch 1628 | loss: 0.0311221 | val_loss: 0.031151 | Time: 6474.63 ms
[2022-03-05 17:46:52 main:574] : INFO : Epoch 1629 | loss: 0.0311168 | val_loss: 0.0311544 | Time: 6509.58 ms
[2022-03-05 17:46:58 main:574] : INFO : Epoch 1630 | loss: 0.0311147 | val_loss: 0.0311574 | Time: 6482.44 ms
[2022-03-05 17:47:05 main:574] : INFO : Epoch 1631 | loss: 0.0311142 | val_loss: 0.0311561 | Time: 6558.93 ms
[2022-03-05 17:47:11 main:574] : INFO : Epoch 1632 | loss: 0.0311158 | val_loss: 0.0311557 | Time: 6489.28 ms
[2022-03-05 17:47:19 main:574] : INFO : Epoch 1633 | loss: 0.0311121 | val_loss: 0.0311545 | Time: 7343.14 ms
[2022-03-05 17:47:25 main:574] : INFO : Epoch 1634 | loss: 0.0311154 | val_loss: 0.0311599 | Time: 6499.38 ms
[2022-03-05 17:47:32 main:574] : INFO : Epoch 1635 | loss: 0.0311213 | val_loss: 0.031155 | Time: 6648.92 ms
[2022-03-05 17:47:39 main:574] : INFO : Epoch 1636 | loss: 0.031119 | val_loss: 0.0311548 | Time: 6787.64 ms
[2022-03-05 17:47:45 main:574] : INFO : Epoch 1637 | loss: 0.0311144 | val_loss: 0.0311522 | Time: 6470.22 ms
[2022-03-05 17:47:52 main:574] : INFO : Epoch 1638 | loss: 0.0311118 | val_loss: 0.0311539 | Time: 7064.67 ms
[2022-03-05 17:47:59 main:574] : INFO : Epoch 1639 | loss: 0.031112 | val_loss: 0.0311518 | Time: 6532.56 ms
[2022-03-05 17:48:05 main:574] : INFO : Epoch 1640 | loss: 0.0311178 | val_loss: 0.0311492 | Time: 6584.55 ms
[2022-03-05 17:48:12 main:574] : INFO : Epoch 1641 | loss: 0.0311187 | val_loss: 0.0311476 | Time: 6485.28 ms
[2022-03-05 17:48:18 main:574] : INFO : Epoch 1642 | loss: 0.0311168 | val_loss: 0.0311473 | Time: 6492.37 ms
[2022-03-05 17:48:25 main:574] : INFO : Epoch 1643 | loss: 0.0311134 | val_loss: 0.031151 | Time: 6492.51 ms
[2022-03-05 17:48:31 main:574] : INFO : Epoch 1644 | loss: 0.0311142 | val_loss: 0.0311516 | Time: 6493.1 ms
[2022-03-05 17:48:38 main:574] : INFO : Epoch 1645 | loss: 0.0311187 | val_loss: 0.0311632 | Time: 6784.24 ms
[2022-03-05 17:48:45 main:574] : INFO : Epoch 1646 | loss: 0.0311407 | val_loss: 0.0311562 | Time: 6494.99 ms
[2022-03-05 17:48:51 main:574] : INFO : Epoch 1647 | loss: 0.0311308 | val_loss: 0.0311487 | Time: 6495.38 ms
[2022-03-05 17:48:58 main:574] : INFO : Epoch 1648 | loss: 0.0311257 | val_loss: 0.031155 | Time: 6518.79 ms
[2022-03-05 17:49:04 main:574] : INFO : Epoch 1649 | loss: 0.0311248 | val_loss: 0.0311472 | Time: 6550 ms
[2022-03-05 17:49:11 main:574] : INFO : Epoch 1650 | loss: 0.0311183 | val_loss: 0.031149 | Time: 6493.86 ms
[2022-03-05 17:49:17 main:574] : INFO : Epoch 1651 | loss: 0.0311165 | val_loss: 0.0311541 | Time: 6509.48 ms
[2022-03-05 17:49:24 main:574] : INFO : Epoch 1652 | loss: 0.0311237 | val_loss: 0.0311512 | Time: 6495 ms
[2022-03-05 17:49:30 main:574] : INFO : Epoch 1653 | loss: 0.0311204 | val_loss: 0.0311501 | Time: 6487.69 ms
[2022-03-05 17:49:37 main:574] : INFO : Epoch 1654 | loss: 0.0311182 | val_loss: 0.0311574 | Time: 6926.61 ms
[2022-03-05 17:49:44 main:574] : INFO : Epoch 1655 | loss: 0.0311188 | val_loss: 0.0311525 | Time: 6485.6 ms
[2022-03-05 17:49:50 main:574] : INFO : Epoch 1656 | loss: 0.0311162 | val_loss: 0.0311556 | Time: 6472.32 ms
[2022-03-05 17:49:57 main:574] : INFO : Epoch 1657 | loss: 0.0311113 | val_loss: 0.0311551 | Time: 6502.15 ms
[2022-03-05 17:50:03 main:574] : INFO : Epoch 1658 | loss: 0.0311125 | val_loss: 0.0311515 | Time: 6500.96 ms
[2022-03-05 17:50:10 main:574] : INFO : Epoch 1659 | loss: 0.0311111 | val_loss: 0.0311492 | Time: 6485.25 ms
[2022-03-05 17:50:16 main:574] : INFO : Epoch 1660 | loss: 0.0311076 | val_loss: 0.031151 | Time: 6481.32 ms
[2022-03-05 17:50:23 main:574] : INFO : Epoch 1661 | loss: 0.0311068 | val_loss: 0.0311505 | Time: 6500.65 ms
[2022-03-05 17:50:29 main:574] : INFO : Epoch 1662 | loss: 0.0311116 | val_loss: 0.0311503 | Time: 6482.4 ms
[2022-03-05 17:50:36 main:574] : INFO : Epoch 1663 | loss: 0.0311245 | val_loss: 0.0311493 | Time: 6751.53 ms
[2022-03-05 17:50:43 main:574] : INFO : Epoch 1664 | loss: 0.0311233 | val_loss: 0.0311462 | Time: 6653.95 ms
[2022-03-05 17:50:49 main:574] : INFO : Epoch 1665 | loss: 0.0311205 | val_loss: 0.0311407 | Time: 6500.98 ms
[2022-03-05 17:50:56 main:574] : INFO : Epoch 1666 | loss: 0.0311161 | val_loss: 0.0311456 | Time: 6918 ms
[2022-03-05 17:51:03 main:574] : INFO : Epoch 1667 | loss: 0.0311198 | val_loss: 0.0311543 | Time: 7271.78 ms
[2022-03-05 17:51:10 main:574] : INFO : Epoch 1668 | loss: 0.0311293 | val_loss: 0.0311512 | Time: 6496.64 ms
[2022-03-05 17:51:16 main:574] : INFO : Epoch 1669 | loss: 0.0311215 | val_loss: 0.0311542 | Time: 6511.95 ms
[2022-03-05 17:51:23 main:574] : INFO : Epoch 1670 | loss: 0.0311164 | val_loss: 0.0311516 | Time: 6494.56 ms
[2022-03-05 17:51:29 main:574] : INFO : Epoch 1671 | loss: 0.0311134 | val_loss: 0.0311509 | Time: 6484.26 ms
[2022-03-05 17:51:36 main:574] : INFO : Epoch 1672 | loss: 0.031115 | val_loss: 0.0311548 | Time: 6753.43 ms
[2022-03-05 17:51:43 main:574] : INFO : Epoch 1673 | loss: 0.031116 | val_loss: 0.0311477 | Time: 6560.1 ms
[2022-03-05 17:51:49 main:574] : INFO : Epoch 1674 | loss: 0.0311161 | val_loss: 0.0311529 | Time: 6535.46 ms
[2022-03-05 17:51:56 main:574] : INFO : Epoch 1675 | loss: 0.0311115 | val_loss: 0.0311503 | Time: 6486.34 ms
[2022-03-05 17:52:02 main:574] : INFO : Epoch 1676 | loss: 0.0311089 | val_loss: 0.0311541 | Time: 6635.25 ms
[2022-03-05 17:52:09 main:574] : INFO : Epoch 1677 | loss: 0.0311063 | val_loss: 0.0311495 | Time: 6504.91 ms
[2022-03-05 17:52:15 main:574] : INFO : Epoch 1678 | loss: 0.0311036 | val_loss: 0.0311522 | Time: 6496.16 ms
[2022-03-05 17:52:23 main:574] : INFO : Epoch 1679 | loss: 0.031105 | val_loss: 0.0311493 | Time: 7308.1 ms
[2022-03-05 17:52:29 main:574] : INFO : Epoch 1680 | loss: 0.0311045 | val_loss: 0.031153 | Time: 6484.7 ms
[2022-03-05 17:52:36 main:574] : INFO : Epoch 1681 | loss: 0.0311049 | val_loss: 0.031152 | Time: 6791.71 ms
[2022-03-05 17:52:43 main:574] : INFO : Epoch 1682 | loss: 0.031104 | val_loss: 0.0311535 | Time: 6627.71 ms
[2022-03-05 17:52:49 main:574] : INFO : Epoch 1683 | loss: 0.0311042 | val_loss: 0.031155 | Time: 6534.52 ms
[2022-03-05 17:52:56 main:574] : INFO : Epoch 1684 | loss: 0.031106 | val_loss: 0.0311468 | Time: 6484.17 ms
[2022-03-05 17:53:02 main:574] : INFO : Epoch 1685 | loss: 0.0311074 | val_loss: 0.0311634 | Time: 6490.87 ms
[2022-03-05 17:53:09 main:574] : INFO : Epoch 1686 | loss: 0.031106 | val_loss: 0.0311531 | Time: 6489.02 ms
[2022-03-05 17:53:15 main:574] : INFO : Epoch 1687 | loss: 0.0311016 | val_loss: 0.0311534 | Time: 6491.81 ms
[2022-03-05 17:53:22 main:574] : INFO : Epoch 1688 | loss: 0.0310986 | val_loss: 0.031152 | Time: 6486.09 ms
[2022-03-05 17:53:28 main:574] : INFO : Epoch 1689 | loss: 0.0311002 | val_loss: 0.0311556 | Time: 6530.68 ms
[2022-03-05 17:53:35 main:574] : INFO : Epoch 1690 | loss: 0.0310997 | val_loss: 0.0311606 | Time: 6719.52 ms
[2022-03-05 17:53:42 main:574] : INFO : Epoch 1691 | loss: 0.0311021 | val_loss: 0.0311542 | Time: 6541.6 ms
[2022-03-05 17:53:48 main:574] : INFO : Epoch 1692 | loss: 0.0311151 | val_loss: 0.0311482 | Time: 6509.13 ms
[2022-03-05 17:53:55 main:574] : INFO : Epoch 1693 | loss: 0.0311232 | val_loss: 0.0311497 | Time: 6496.24 ms
[2022-03-05 17:54:01 main:574] : INFO : Epoch 1694 | loss: 0.0311188 | val_loss: 0.0311475 | Time: 6528.55 ms
[2022-03-05 17:54:08 main:574] : INFO : Epoch 1695 | loss: 0.0311143 | val_loss: 0.0311429 | Time: 6510.98 ms
[2022-03-05 17:54:14 main:574] : INFO : Epoch 1696 | loss: 0.0311118 | val_loss: 0.0311476 | Time: 6506.43 ms
[2022-03-05 17:54:21 main:574] : INFO : Epoch 1697 | loss: 0.0311092 | val_loss: 0.0311469 | Time: 6484.22 ms
[2022-03-05 17:54:27 main:574] : INFO : Epoch 1698 | loss: 0.0311103 | val_loss: 0.0311512 | Time: 6490.2 ms
[2022-03-05 17:54:34 main:574] : INFO : Epoch 1699 | loss: 0.0311082 | val_loss: 0.0311499 | Time: 6653.92 ms
[2022-03-05 17:54:41 main:574] : INFO : Epoch 1700 | loss: 0.0311035 | val_loss: 0.0311453 | Time: 6719.3 ms
[2022-03-05 17:54:47 main:574] : INFO : Epoch 1701 | loss: 0.0311118 | val_loss: 0.0311502 | Time: 6495.51 ms
[2022-03-05 17:54:54 main:574] : INFO : Epoch 1702 | loss: 0.0311252 | val_loss: 0.0311495 | Time: 6519.51 ms
[2022-03-05 17:55:00 main:574] : INFO : Epoch 1703 | loss: 0.0311208 | val_loss: 0.0311478 | Time: 6514.73 ms
[2022-03-05 17:55:07 main:574] : INFO : Epoch 1704 | loss: 0.0311193 | val_loss: 0.0311521 | Time: 6496.61 ms
[2022-03-05 17:55:13 main:574] : INFO : Epoch 1705 | loss: 0.0311167 | val_loss: 0.0311515 | Time: 6484.13 ms
[2022-03-05 17:55:20 main:574] : INFO : Epoch 1706 | loss: 0.0311166 | val_loss: 0.0311468 | Time: 6493.14 ms
[2022-03-05 17:55:26 main:574] : INFO : Epoch 1707 | loss: 0.0311231 | val_loss: 0.0311484 | Time: 6502.15 ms
[2022-03-05 17:55:33 main:574] : INFO : Epoch 1708 | loss: 0.0311212 | val_loss: 0.0311471 | Time: 6504.86 ms
[2022-03-05 17:55:40 main:574] : INFO : Epoch 1709 | loss: 0.0311168 | val_loss: 0.0311463 | Time: 7002.55 ms
[2022-03-05 17:55:46 main:574] : INFO : Epoch 1710 | loss: 0.031111 | val_loss: 0.0311477 | Time: 6534.29 ms
[2022-03-05 17:55:53 main:574] : INFO : Epoch 1711 | loss: 0.0311124 | val_loss: 0.0311441 | Time: 6498.29 ms
[2022-03-05 17:55:59 main:574] : INFO : Epoch 1712 | loss: 0.0311114 | val_loss: 0.0311502 | Time: 6558.8 ms
[2022-03-05 17:56:06 main:574] : INFO : Epoch 1713 | loss: 0.0311099 | val_loss: 0.0311545 | Time: 6620.93 ms
[2022-03-05 17:56:13 main:574] : INFO : Epoch 1714 | loss: 0.0311116 | val_loss: 0.0311451 | Time: 6493.29 ms
[2022-03-05 17:56:19 main:574] : INFO : Epoch 1715 | loss: 0.0311085 | val_loss: 0.0311493 | Time: 6501.17 ms
[2022-03-05 17:56:26 main:574] : INFO : Epoch 1716 | loss: 0.0311069 | val_loss: 0.0311495 | Time: 6500.07 ms
[2022-03-05 17:56:32 main:574] : INFO : Epoch 1717 | loss: 0.0311094 | val_loss: 0.0311593 | Time: 6516.42 ms
[2022-03-05 17:56:39 main:574] : INFO : Epoch 1718 | loss: 0.0311072 | val_loss: 0.0311494 | Time: 6739.67 ms
[2022-03-05 17:56:46 main:574] : INFO : Epoch 1719 | loss: 0.031107 | val_loss: 0.0311545 | Time: 7491.81 ms
[2022-03-05 17:56:53 main:574] : INFO : Epoch 1720 | loss: 0.0311041 | val_loss: 0.0311491 | Time: 6601.53 ms
[2022-03-05 17:57:00 main:574] : INFO : Epoch 1721 | loss: 0.031103 | val_loss: 0.0311448 | Time: 6493.21 ms
[2022-03-05 17:57:06 main:574] : INFO : Epoch 1722 | loss: 0.0311053 | val_loss: 0.0311456 | Time: 6520.14 ms
[2022-03-05 17:57:13 main:574] : INFO : Epoch 1723 | loss: 0.0311023 | val_loss: 0.0311475 | Time: 6486.75 ms
[2022-03-05 17:57:19 main:574] : INFO : Epoch 1724 | loss: 0.0310983 | val_loss: 0.0311506 | Time: 6487.72 ms
[2022-03-05 17:57:26 main:574] : INFO : Epoch 1725 | loss: 0.0310998 | val_loss: 0.0311493 | Time: 6509.48 ms
[2022-03-05 17:57:32 main:574] : INFO : Epoch 1726 | loss: 0.0311131 | val_loss: 0.0311385 | Time: 6490.76 ms
[2022-03-05 17:58:03 main:574] : INFO : Epoch 1727 | loss: 0.0311127 | val_loss: 0.0311452 | Time: 30690.7 ms
[2022-03-05 17:58:09 main:574] : INFO : Epoch 1728 | loss: 0.0311106 | val_loss: 0.0311402 | Time: 6491.8 ms
[2022-03-05 17:58:16 main:574] : INFO : Epoch 1729 | loss: 0.031113 | val_loss: 0.0311488 | Time: 6505.22 ms
[2022-03-05 17:58:22 main:574] : INFO : Epoch 1730 | loss: 0.0311122 | val_loss: 0.0311416 | Time: 6490.09 ms
[2022-03-05 17:58:29 main:574] : INFO : Epoch 1731 | loss: 0.0311059 | val_loss: 0.0311451 | Time: 6500.65 ms
[2022-03-05 17:58:36 main:574] : INFO : Epoch 1732 | loss: 0.0311103 | val_loss: 0.0311515 | Time: 6808.13 ms
[2022-03-05 17:58:42 main:574] : INFO : Epoch 1733 | loss: 0.0311493 | val_loss: 0.0311569 | Time: 6538.22 ms
[2022-03-05 17:58:49 main:574] : INFO : Epoch 1734 | loss: 0.0311475 | val_loss: 0.0311548 | Time: 6529.78 ms
[2022-03-05 17:58:55 main:574] : INFO : Epoch 1735 | loss: 0.0311452 | val_loss: 0.0311492 | Time: 6501.23 ms
[2022-03-05 17:59:02 main:574] : INFO : Epoch 1736 | loss: 0.0311387 | val_loss: 0.0311498 | Time: 6602.84 ms
[2022-03-05 17:59:09 main:574] : INFO : Epoch 1737 | loss: 0.0311356 | val_loss: 0.0311474 | Time: 6610.38 ms
[2022-03-05 17:59:15 main:574] : INFO : Epoch 1738 | loss: 0.0311338 | val_loss: 0.0311518 | Time: 6499.79 ms
[2022-03-05 17:59:22 main:574] : INFO : Epoch 1739 | loss: 0.031133 | val_loss: 0.0311481 | Time: 6495.23 ms
[2022-03-05 17:59:28 main:574] : INFO : Epoch 1740 | loss: 0.031129 | val_loss: 0.0311508 | Time: 6488.44 ms
[2022-03-05 17:59:35 main:574] : INFO : Epoch 1741 | loss: 0.0311266 | val_loss: 0.0311485 | Time: 6863.91 ms
[2022-03-05 17:59:42 main:574] : INFO : Epoch 1742 | loss: 0.0311281 | val_loss: 0.0311577 | Time: 6588.65 ms
[2022-03-05 17:59:48 main:574] : INFO : Epoch 1743 | loss: 0.0311275 | val_loss: 0.0311483 | Time: 6483.08 ms
[2022-03-05 17:59:55 main:574] : INFO : Epoch 1744 | loss: 0.0311227 | val_loss: 0.0311543 | Time: 6500.6 ms
[2022-03-05 18:00:01 main:574] : INFO : Epoch 1745 | loss: 0.0311211 | val_loss: 0.031152 | Time: 6646.22 ms
[2022-03-05 18:00:08 main:574] : INFO : Epoch 1746 | loss: 0.0311211 | val_loss: 0.0311526 | Time: 6490.31 ms
[2022-03-05 18:00:14 main:574] : INFO : Epoch 1747 | loss: 0.0311188 | val_loss: 0.0311499 | Time: 6497.24 ms
[2022-03-05 18:00:21 main:574] : INFO : Epoch 1748 | loss: 0.0311194 | val_loss: 0.0311508 | Time: 6523.07 ms
[2022-03-05 18:00:27 main:574] : INFO : Epoch 1749 | loss: 0.0311225 | val_loss: 0.0311507 | Time: 6484.06 ms
[2022-03-05 18:00:34 main:574] : INFO : Epoch 1750 | loss: 0.0311232 | val_loss: 0.0311485 | Time: 6474.75 ms
[2022-03-05 18:00:41 main:574] : INFO : Epoch 1751 | loss: 0.0311217 | val_loss: 0.0311523 | Time: 6864.39 ms
[2022-03-05 18:00:47 main:574] : INFO : Epoch 1752 | loss: 0.0311196 | val_loss: 0.0311494 | Time: 6497.88 ms
[2022-03-05 18:00:54 main:574] : INFO : Epoch 1753 | loss: 0.0311172 | val_loss: 0.0311419 | Time: 6505.11 ms
[2022-03-05 18:01:01 main:574] : INFO : Epoch 1754 | loss: 0.0311155 | val_loss: 0.0311475 | Time: 7185.65 ms
[2022-03-05 18:01:07 main:574] : INFO : Epoch 1755 | loss: 0.0311147 | val_loss: 0.0311475 | Time: 6484.04 ms
[2022-03-05 18:01:14 main:574] : INFO : Epoch 1756 | loss: 0.0311154 | val_loss: 0.0311437 | Time: 6503.1 ms
[2022-03-05 18:01:20 main:574] : INFO : Epoch 1757 | loss: 0.0311152 | val_loss: 0.0311473 | Time: 6497.45 ms
[2022-03-05 18:01:27 main:574] : INFO : Epoch 1758 | loss: 0.0311136 | val_loss: 0.03115 | Time: 6492.9 ms
[2022-03-05 18:01:33 main:574] : INFO : Epoch 1759 | loss: 0.0311118 | val_loss: 0.0311503 | Time: 6507.53 ms
[2022-03-05 18:01:40 main:574] : INFO : Epoch 1760 | loss: 0.031113 | val_loss: 0.0311519 | Time: 6773.44 ms
[2022-03-05 18:01:47 main:574] : INFO : Epoch 1761 | loss: 0.0311398 | val_loss: 0.0311556 | Time: 6473.1 ms
[2022-03-05 18:01:53 main:574] : INFO : Epoch 1762 | loss: 0.031142 | val_loss: 0.0311522 | Time: 6491.13 ms
[2022-03-05 18:02:00 main:574] : INFO : Epoch 1763 | loss: 0.0311422 | val_loss: 0.031153 | Time: 6625.91 ms
[2022-03-05 18:02:06 main:574] : INFO : Epoch 1764 | loss: 0.031138 | val_loss: 0.0311503 | Time: 6498.76 ms
[2022-03-05 18:02:13 main:574] : INFO : Epoch 1765 | loss: 0.0311368 | val_loss: 0.0311523 | Time: 6760.69 ms
[2022-03-05 18:02:20 main:574] : INFO : Epoch 1766 | loss: 0.0311351 | val_loss: 0.0311522 | Time: 6485.43 ms
[2022-03-05 18:02:26 main:574] : INFO : Epoch 1767 | loss: 0.0311311 | val_loss: 0.0311533 | Time: 6503.05 ms
[2022-03-05 18:02:33 main:574] : INFO : Epoch 1768 | loss: 0.0311311 | val_loss: 0.0311544 | Time: 6487.67 ms
[2022-03-05 18:02:40 main:574] : INFO : Epoch 1769 | loss: 0.0311282 | val_loss: 0.0311534 | Time: 6883.2 ms
[2022-03-05 18:02:46 main:574] : INFO : Epoch 1770 | loss: 0.0311256 | val_loss: 0.0311506 | Time: 6501.74 ms
[2022-03-05 18:02:53 main:574] : INFO : Epoch 1771 | loss: 0.0311235 | val_loss: 0.0311532 | Time: 6510.57 ms
[2022-03-05 18:02:59 main:574] : INFO : Epoch 1772 | loss: 0.0311233 | val_loss: 0.0311488 | Time: 6497.26 ms
[2022-03-05 18:03:06 main:574] : INFO : Epoch 1773 | loss: 0.0311228 | val_loss: 0.0311465 | Time: 6507.14 ms
[2022-03-05 18:03:12 main:574] : INFO : Epoch 1774 | loss: 0.0311197 | val_loss: 0.0311487 | Time: 6482.95 ms
[2022-03-05 18:03:19 main:574] : INFO : Epoch 1775 | loss: 0.0311212 | val_loss: 0.0311517 | Time: 6500.57 ms
[2022-03-05 18:03:25 main:574] : INFO : Epoch 1776 | loss: 0.0311285 | val_loss: 0.0311494 | Time: 6505.13 ms
[2022-03-05 18:03:32 main:574] : INFO : Epoch 1777 | loss: 0.0311232 | val_loss: 0.0311483 | Time: 6492.88 ms
[2022-03-05 18:03:40 main:574] : INFO : Epoch 1778 | loss: 0.0311191 | val_loss: 0.0311488 | Time: 7907.18 ms
[2022-03-05 18:03:46 main:574] : INFO : Epoch 1779 | loss: 0.0311185 | val_loss: 0.0311541 | Time: 6742.08 ms
[2022-03-05 18:03:53 main:574] : INFO : Epoch 1780 | loss: 0.0311169 | val_loss: 0.0311573 | Time: 6482.4 ms
[2022-03-05 18:03:59 main:574] : INFO : Epoch 1781 | loss: 0.0311155 | val_loss: 0.0311554 | Time: 6512.92 ms
[2022-03-05 18:04:06 main:574] : INFO : Epoch 1782 | loss: 0.0311137 | val_loss: 0.0311542 | Time: 6638.45 ms
[2022-03-05 18:04:13 main:574] : INFO : Epoch 1783 | loss: 0.0311129 | val_loss: 0.0311523 | Time: 6494.21 ms
[2022-03-05 18:04:19 main:574] : INFO : Epoch 1784 | loss: 0.0311125 | val_loss: 0.0311515 | Time: 6503.24 ms
[2022-03-05 18:04:26 main:574] : INFO : Epoch 1785 | loss: 0.0311146 | val_loss: 0.0311495 | Time: 7314.98 ms
[2022-03-05 18:04:33 main:574] : INFO : Epoch 1786 | loss: 0.031114 | val_loss: 0.031151 | Time: 6507.33 ms
[2022-03-05 18:04:40 main:574] : INFO : Epoch 1787 | loss: 0.0311153 | val_loss: 0.0311507 | Time: 6791.97 ms
[2022-03-05 18:04:46 main:574] : INFO : Epoch 1788 | loss: 0.0311135 | val_loss: 0.0311542 | Time: 6506.85 ms
[2022-03-05 18:04:53 main:574] : INFO : Epoch 1789 | loss: 0.0311126 | val_loss: 0.0311615 | Time: 6502.89 ms
[2022-03-05 18:04:59 main:574] : INFO : Epoch 1790 | loss: 0.0311127 | val_loss: 0.0311563 | Time: 6497.93 ms
[2022-03-05 18:05:06 main:574] : INFO : Epoch 1791 | loss: 0.0311132 | val_loss: 0.031165 | Time: 6508.98 ms
[2022-03-05 18:05:12 main:574] : INFO : Epoch 1792 | loss: 0.031112 | val_loss: 0.031155 | Time: 6509.91 ms
[2022-03-05 18:05:19 main:574] : INFO : Epoch 1793 | loss: 0.0311187 | val_loss: 0.0311565 | Time: 6492.96 ms
[2022-03-05 18:05:25 main:574] : INFO : Epoch 1794 | loss: 0.0311245 | val_loss: 0.0311599 | Time: 6503.05 ms
[2022-03-05 18:05:32 main:574] : INFO : Epoch 1795 | loss: 0.0311276 | val_loss: 0.0311561 | Time: 6495.41 ms
[2022-03-05 18:05:39 main:574] : INFO : Epoch 1796 | loss: 0.0311262 | val_loss: 0.0311515 | Time: 7296.91 ms
[2022-03-05 18:05:46 main:574] : INFO : Epoch 1797 | loss: 0.0311175 | val_loss: 0.0311531 | Time: 6494.98 ms
[2022-03-05 18:05:52 main:574] : INFO : Epoch 1798 | loss: 0.0311144 | val_loss: 0.0311538 | Time: 6494.06 ms
[2022-03-05 18:05:59 main:574] : INFO : Epoch 1799 | loss: 0.0311131 | val_loss: 0.0311557 | Time: 7239.68 ms
[2022-03-05 18:06:06 main:574] : INFO : Epoch 1800 | loss: 0.0311128 | val_loss: 0.0311555 | Time: 6634.67 ms
[2022-03-05 18:06:13 main:574] : INFO : Epoch 1801 | loss: 0.0311162 | val_loss: 0.0311559 | Time: 6521.52 ms
[2022-03-05 18:06:19 main:574] : INFO : Epoch 1802 | loss: 0.0311194 | val_loss: 0.0311644 | Time: 6489.54 ms
[2022-03-05 18:06:26 main:574] : INFO : Epoch 1803 | loss: 0.0311145 | val_loss: 0.0311588 | Time: 6520.1 ms
[2022-03-05 18:06:32 main:574] : INFO : Epoch 1804 | loss: 0.0311117 | val_loss: 0.0311576 | Time: 6508.16 ms
[2022-03-05 18:06:39 main:574] : INFO : Epoch 1805 | loss: 0.0311091 | val_loss: 0.0311579 | Time: 6795.96 ms
[2022-03-05 18:06:46 main:574] : INFO : Epoch 1806 | loss: 0.0311071 | val_loss: 0.0311596 | Time: 6501.33 ms
[2022-03-05 18:06:52 main:574] : INFO : Epoch 1807 | loss: 0.0311055 | val_loss: 0.0311663 | Time: 6525.45 ms
[2022-03-05 18:06:59 main:574] : INFO : Epoch 1808 | loss: 0.0311064 | val_loss: 0.03116 | Time: 6520.55 ms
[2022-03-05 18:07:05 main:574] : INFO : Epoch 1809 | loss: 0.031106 | val_loss: 0.0311579 | Time: 6664.81 ms
[2022-03-05 18:07:12 main:574] : INFO : Epoch 1810 | loss: 0.0311061 | val_loss: 0.0311638 | Time: 6489.21 ms
[2022-03-05 18:07:18 main:574] : INFO : Epoch 1811 | loss: 0.0311064 | val_loss: 0.0311566 | Time: 6497.57 ms
[2022-03-05 18:07:25 main:574] : INFO : Epoch 1812 | loss: 0.0311069 | val_loss: 0.0311695 | Time: 6473.99 ms
[2022-03-05 18:07:31 main:574] : INFO : Epoch 1813 | loss: 0.0311116 | val_loss: 0.0311678 | Time: 6546.37 ms
[2022-03-05 18:07:38 main:574] : INFO : Epoch 1814 | loss: 0.0311124 | val_loss: 0.031161 | Time: 6923.08 ms
[2022-03-05 18:07:45 main:574] : INFO : Epoch 1815 | loss: 0.0311087 | val_loss: 0.0311563 | Time: 6508.58 ms
[2022-03-05 18:07:51 main:574] : INFO : Epoch 1816 | loss: 0.0311122 | val_loss: 0.0311608 | Time: 6503.2 ms
[2022-03-05 18:07:58 main:574] : INFO : Epoch 1817 | loss: 0.0311105 | val_loss: 0.031151 | Time: 6538.78 ms
[2022-03-05 18:08:05 main:574] : INFO : Epoch 1818 | loss: 0.0311076 | val_loss: 0.0311642 | Time: 6631.92 ms
[2022-03-05 18:08:11 main:574] : INFO : Epoch 1819 | loss: 0.0311093 | val_loss: 0.0311652 | Time: 6497.88 ms
[2022-03-05 18:08:18 main:574] : INFO : Epoch 1820 | loss: 0.0311076 | val_loss: 0.0311517 | Time: 6501.7 ms
[2022-03-05 18:08:24 main:574] : INFO : Epoch 1821 | loss: 0.0311057 | val_loss: 0.0311534 | Time: 6485.48 ms
[2022-03-05 18:08:31 main:574] : INFO : Epoch 1822 | loss: 0.0311038 | val_loss: 0.0311692 | Time: 6508.62 ms
[2022-03-05 18:08:38 main:574] : INFO : Epoch 1823 | loss: 0.0311028 | val_loss: 0.0311511 | Time: 6910.06 ms
[2022-03-05 18:08:44 main:574] : INFO : Epoch 1824 | loss: 0.0311026 | val_loss: 0.0311515 | Time: 6513.57 ms
[2022-03-05 18:08:51 main:574] : INFO : Epoch 1825 | loss: 0.0311016 | val_loss: 0.031159 | Time: 6503.48 ms
[2022-03-05 18:08:57 main:574] : INFO : Epoch 1826 | loss: 0.0311011 | val_loss: 0.0311538 | Time: 6511.32 ms
[2022-03-05 18:09:04 main:574] : INFO : Epoch 1827 | loss: 0.0311023 | val_loss: 0.0311555 | Time: 6528.28 ms
[2022-03-05 18:09:10 main:574] : INFO : Epoch 1828 | loss: 0.0311078 | val_loss: 0.0311623 | Time: 6492.99 ms
[2022-03-05 18:09:17 main:574] : INFO : Epoch 1829 | loss: 0.0311059 | val_loss: 0.0311528 | Time: 6523.32 ms
[2022-03-05 18:09:23 main:574] : INFO : Epoch 1830 | loss: 0.0311174 | val_loss: 0.0311586 | Time: 6503.83 ms
[2022-03-05 18:09:30 main:574] : INFO : Epoch 1831 | loss: 0.0311182 | val_loss: 0.0311614 | Time: 6462.98 ms
[2022-03-05 18:09:36 main:574] : INFO : Epoch 1832 | loss: 0.0311123 | val_loss: 0.0311523 | Time: 6577.22 ms
[2022-03-05 18:09:43 main:574] : INFO : Epoch 1833 | loss: 0.0311091 | val_loss: 0.0311589 | Time: 6734.53 ms
[2022-03-05 18:09:49 main:574] : INFO : Epoch 1834 | loss: 0.0311049 | val_loss: 0.0311542 | Time: 6475.57 ms
[2022-03-05 18:09:56 main:574] : INFO : Epoch 1835 | loss: 0.0311039 | val_loss: 0.0311589 | Time: 6589.97 ms
[2022-03-05 18:10:03 main:574] : INFO : Epoch 1836 | loss: 0.0311023 | val_loss: 0.0311525 | Time: 6522.72 ms
[2022-03-05 18:10:09 main:574] : INFO : Epoch 1837 | loss: 0.0311034 | val_loss: 0.031158 | Time: 6523.4 ms
[2022-03-05 18:10:16 main:574] : INFO : Epoch 1838 | loss: 0.0311037 | val_loss: 0.0311626 | Time: 6481.33 ms
[2022-03-05 18:10:22 main:574] : INFO : Epoch 1839 | loss: 0.0311131 | val_loss: 0.0311605 | Time: 6488.48 ms
[2022-03-05 18:10:29 main:574] : INFO : Epoch 1840 | loss: 0.031115 | val_loss: 0.0311534 | Time: 6504.41 ms
[2022-03-05 18:10:35 main:574] : INFO : Epoch 1841 | loss: 0.0311081 | val_loss: 0.0311578 | Time: 6629.74 ms
[2022-03-05 18:10:42 main:574] : INFO : Epoch 1842 | loss: 0.0311046 | val_loss: 0.0311551 | Time: 6654.51 ms
[2022-03-05 18:10:48 main:574] : INFO : Epoch 1843 | loss: 0.0311024 | val_loss: 0.0311531 | Time: 6490.82 ms
[2022-03-05 18:10:55 main:574] : INFO : Epoch 1844 | loss: 0.0311079 | val_loss: 0.0311566 | Time: 6486.37 ms
[2022-03-05 18:11:03 main:574] : INFO : Epoch 1845 | loss: 0.0311054 | val_loss: 0.031159 | Time: 7810.31 ms
[2022-03-05 18:11:09 main:574] : INFO : Epoch 1846 | loss: 0.031102 | val_loss: 0.0311553 | Time: 6500.71 ms
[2022-03-05 18:11:16 main:574] : INFO : Epoch 1847 | loss: 0.0310998 | val_loss: 0.0311512 | Time: 6513.06 ms
[2022-03-05 18:11:22 main:574] : INFO : Epoch 1848 | loss: 0.031099 | val_loss: 0.0311603 | Time: 6503.82 ms
[2022-03-05 18:11:29 main:574] : INFO : Epoch 1849 | loss: 0.0310997 | val_loss: 0.0311519 | Time: 6500.69 ms
[2022-03-05 18:11:35 main:574] : INFO : Epoch 1850 | loss: 0.0310986 | val_loss: 0.0311563 | Time: 6636.56 ms
[2022-03-05 18:11:42 main:574] : INFO : Epoch 1851 | loss: 0.0311001 | val_loss: 0.0311588 | Time: 6863.22 ms
[2022-03-05 18:11:49 main:574] : INFO : Epoch 1852 | loss: 0.0311003 | val_loss: 0.0311514 | Time: 6495.06 ms
[2022-03-05 18:11:55 main:574] : INFO : Epoch 1853 | loss: 0.0310993 | val_loss: 0.0311584 | Time: 6488.77 ms
[2022-03-05 18:12:02 main:574] : INFO : Epoch 1854 | loss: 0.0311049 | val_loss: 0.031153 | Time: 6495.07 ms
[2022-03-05 18:12:08 main:574] : INFO : Epoch 1855 | loss: 0.0311021 | val_loss: 0.0311534 | Time: 6494.93 ms
[2022-03-05 18:12:15 main:574] : INFO : Epoch 1856 | loss: 0.0310972 | val_loss: 0.031154 | Time: 6482.48 ms
[2022-03-05 18:12:21 main:574] : INFO : Epoch 1857 | loss: 0.0310989 | val_loss: 0.031152 | Time: 6498.28 ms
[2022-03-05 18:12:28 main:574] : INFO : Epoch 1858 | loss: 0.0311033 | val_loss: 0.0311559 | Time: 6499.1 ms
[2022-03-05 18:12:34 main:574] : INFO : Epoch 1859 | loss: 0.0311057 | val_loss: 0.0311546 | Time: 6483.66 ms
[2022-03-05 18:12:41 main:574] : INFO : Epoch 1860 | loss: 0.0311065 | val_loss: 0.0311624 | Time: 6704.99 ms
[2022-03-05 18:12:48 main:574] : INFO : Epoch 1861 | loss: 0.0311055 | val_loss: 0.031161 | Time: 6548.78 ms
[2022-03-05 18:12:54 main:574] : INFO : Epoch 1862 | loss: 0.0311019 | val_loss: 0.0311593 | Time: 6523.77 ms
[2022-03-05 18:13:01 main:574] : INFO : Epoch 1863 | loss: 0.0310962 | val_loss: 0.0311618 | Time: 6471.12 ms
[2022-03-05 18:13:07 main:574] : INFO : Epoch 1864 | loss: 0.0310981 | val_loss: 0.0311636 | Time: 6515.92 ms
[2022-03-05 18:13:14 main:574] : INFO : Epoch 1865 | loss: 0.0310992 | val_loss: 0.0311602 | Time: 6508.71 ms
[2022-03-05 18:13:20 main:574] : INFO : Epoch 1866 | loss: 0.0310979 | val_loss: 0.0311616 | Time: 6490.44 ms
[2022-03-05 18:13:27 main:574] : INFO : Epoch 1867 | loss: 0.0310993 | val_loss: 0.031151 | Time: 6487.41 ms
[2022-03-05 18:13:33 main:574] : INFO : Epoch 1868 | loss: 0.0311023 | val_loss: 0.0311519 | Time: 6490.3 ms
[2022-03-05 18:13:40 main:574] : INFO : Epoch 1869 | loss: 0.0311004 | val_loss: 0.0311602 | Time: 6814.77 ms
[2022-03-05 18:13:47 main:574] : INFO : Epoch 1870 | loss: 0.0310989 | val_loss: 0.0311553 | Time: 6494.05 ms
[2022-03-05 18:13:53 main:574] : INFO : Epoch 1871 | loss: 0.0310963 | val_loss: 0.0311595 | Time: 6498.67 ms
[2022-03-05 18:14:00 main:574] : INFO : Epoch 1872 | loss: 0.0310996 | val_loss: 0.0311717 | Time: 6680.07 ms
[2022-03-05 18:14:06 main:574] : INFO : Epoch 1873 | loss: 0.0311029 | val_loss: 0.0311627 | Time: 6487.38 ms
[2022-03-05 18:14:13 main:574] : INFO : Epoch 1874 | loss: 0.0311031 | val_loss: 0.031164 | Time: 6489.57 ms
[2022-03-05 18:14:19 main:574] : INFO : Epoch 1875 | loss: 0.0310978 | val_loss: 0.0311595 | Time: 6485.7 ms
[2022-03-05 18:14:26 main:574] : INFO : Epoch 1876 | loss: 0.0310929 | val_loss: 0.0311583 | Time: 6472.92 ms
[2022-03-05 18:14:32 main:574] : INFO : Epoch 1877 | loss: 0.0310947 | val_loss: 0.0311614 | Time: 6500.58 ms
[2022-03-05 18:14:39 main:574] : INFO : Epoch 1878 | loss: 0.0311016 | val_loss: 0.0311669 | Time: 6750.98 ms
[2022-03-05 18:14:46 main:574] : INFO : Epoch 1879 | loss: 0.0311118 | val_loss: 0.0311549 | Time: 6477.62 ms
[2022-03-05 18:14:52 main:574] : INFO : Epoch 1880 | loss: 0.0311086 | val_loss: 0.0311553 | Time: 6487.58 ms
[2022-03-05 18:14:59 main:574] : INFO : Epoch 1881 | loss: 0.0311062 | val_loss: 0.0311519 | Time: 6504.87 ms
[2022-03-05 18:15:05 main:574] : INFO : Epoch 1882 | loss: 0.0311042 | val_loss: 0.031157 | Time: 6633.31 ms
[2022-03-05 18:15:12 main:574] : INFO : Epoch 1883 | loss: 0.0311004 | val_loss: 0.0311526 | Time: 6509.42 ms
[2022-03-05 18:15:18 main:574] : INFO : Epoch 1884 | loss: 0.0311069 | val_loss: 0.0311551 | Time: 6498.96 ms
[2022-03-05 18:15:25 main:574] : INFO : Epoch 1885 | loss: 0.0311094 | val_loss: 0.0311474 | Time: 6497.46 ms
[2022-03-05 18:15:31 main:574] : INFO : Epoch 1886 | loss: 0.0311047 | val_loss: 0.0311598 | Time: 6482.78 ms
[2022-03-05 18:15:38 main:574] : INFO : Epoch 1887 | loss: 0.0311007 | val_loss: 0.0311481 | Time: 6917.07 ms
[2022-03-05 18:15:45 main:574] : INFO : Epoch 1888 | loss: 0.0310977 | val_loss: 0.0311508 | Time: 6519.97 ms
[2022-03-05 18:15:51 main:574] : INFO : Epoch 1889 | loss: 0.0310971 | val_loss: 0.0311546 | Time: 6470.11 ms
[2022-03-05 18:15:58 main:574] : INFO : Epoch 1890 | loss: 0.0310963 | val_loss: 0.0311474 | Time: 6767.4 ms
[2022-03-05 18:16:05 main:574] : INFO : Epoch 1891 | loss: 0.0310964 | val_loss: 0.0311495 | Time: 6560.41 ms
[2022-03-05 18:16:11 main:574] : INFO : Epoch 1892 | loss: 0.0310973 | val_loss: 0.031159 | Time: 6489.73 ms
[2022-03-05 18:16:18 main:574] : INFO : Epoch 1893 | loss: 0.0310973 | val_loss: 0.0311531 | Time: 6525.68 ms
[2022-03-05 18:16:24 main:574] : INFO : Epoch 1894 | loss: 0.0310937 | val_loss: 0.0311505 | Time: 6508.57 ms
[2022-03-05 18:16:31 main:574] : INFO : Epoch 1895 | loss: 0.0310919 | val_loss: 0.0311465 | Time: 6492.05 ms
[2022-03-05 18:16:37 main:574] : INFO : Epoch 1896 | loss: 0.0310945 | val_loss: 0.0311539 | Time: 6794.27 ms
[2022-03-05 18:16:44 main:574] : INFO : Epoch 1897 | loss: 0.0310982 | val_loss: 0.0311567 | Time: 6554.04 ms
[2022-03-05 18:16:51 main:574] : INFO : Epoch 1898 | loss: 0.0310971 | val_loss: 0.0311504 | Time: 6506.12 ms
[2022-03-05 18:16:57 main:574] : INFO : Epoch 1899 | loss: 0.0310975 | val_loss: 0.0311557 | Time: 6491.4 ms
[2022-03-05 18:17:04 main:574] : INFO : Epoch 1900 | loss: 0.0310964 | val_loss: 0.0311532 | Time: 6584 ms
[2022-03-05 18:17:10 main:574] : INFO : Epoch 1901 | loss: 0.0310953 | val_loss: 0.0311524 | Time: 6487.7 ms
[2022-03-05 18:17:17 main:574] : INFO : Epoch 1902 | loss: 0.0310923 | val_loss: 0.0311496 | Time: 6486.04 ms
[2022-03-05 18:17:23 main:574] : INFO : Epoch 1903 | loss: 0.0310937 | val_loss: 0.0311517 | Time: 6501.53 ms
[2022-03-05 18:17:30 main:574] : INFO : Epoch 1904 | loss: 0.0310934 | val_loss: 0.0311533 | Time: 6533.36 ms
[2022-03-05 18:17:36 main:574] : INFO : Epoch 1905 | loss: 0.0310904 | val_loss: 0.0311691 | Time: 6645.75 ms
[2022-03-05 18:17:43 main:574] : INFO : Epoch 1906 | loss: 0.0310926 | val_loss: 0.0311576 | Time: 6677.03 ms
[2022-03-05 18:17:50 main:574] : INFO : Epoch 1907 | loss: 0.0310916 | val_loss: 0.0311664 | Time: 6498.39 ms
[2022-03-05 18:17:56 main:574] : INFO : Epoch 1908 | loss: 0.0310935 | val_loss: 0.0311605 | Time: 6468.5 ms
[2022-03-05 18:18:03 main:574] : INFO : Epoch 1909 | loss: 0.0310967 | val_loss: 0.0311594 | Time: 6587.59 ms
[2022-03-05 18:18:09 main:574] : INFO : Epoch 1910 | loss: 0.0310948 | val_loss: 0.031161 | Time: 6509.99 ms
[2022-03-05 18:18:16 main:574] : INFO : Epoch 1911 | loss: 0.0310924 | val_loss: 0.0311586 | Time: 6595.5 ms
[2022-03-05 18:18:22 main:574] : INFO : Epoch 1912 | loss: 0.0310908 | val_loss: 0.0311602 | Time: 6516.41 ms
[2022-03-05 18:18:29 main:574] : INFO : Epoch 1913 | loss: 0.0310876 | val_loss: 0.0311626 | Time: 6514.21 ms
[2022-03-05 18:18:36 main:574] : INFO : Epoch 1914 | loss: 0.031087 | val_loss: 0.0311608 | Time: 6937.84 ms
[2022-03-05 18:18:42 main:574] : INFO : Epoch 1915 | loss: 0.0310897 | val_loss: 0.0311617 | Time: 6658.21 ms
[2022-03-05 18:18:49 main:574] : INFO : Epoch 1916 | loss: 0.0310935 | val_loss: 0.0311533 | Time: 6510.62 ms
[2022-03-05 18:18:55 main:574] : INFO : Epoch 1917 | loss: 0.0310922 | val_loss: 0.0311586 | Time: 6507.85 ms
[2022-03-05 18:19:02 main:574] : INFO : Epoch 1918 | loss: 0.031096 | val_loss: 0.0311502 | Time: 6526.35 ms
[2022-03-05 18:19:09 main:574] : INFO : Epoch 1919 | loss: 0.0310977 | val_loss: 0.0311637 | Time: 6483.93 ms
[2022-03-05 18:19:15 main:574] : INFO : Epoch 1920 | loss: 0.031097 | val_loss: 0.0311495 | Time: 6504.07 ms
[2022-03-05 18:19:22 main:574] : INFO : Epoch 1921 | loss: 0.0310985 | val_loss: 0.0311533 | Time: 6488.64 ms
[2022-03-05 18:19:28 main:574] : INFO : Epoch 1922 | loss: 0.0310963 | val_loss: 0.0311552 | Time: 6489.27 ms
[2022-03-05 18:19:35 main:574] : INFO : Epoch 1923 | loss: 0.031092 | val_loss: 0.0311532 | Time: 6480.95 ms
[2022-03-05 18:19:41 main:574] : INFO : Epoch 1924 | loss: 0.0310933 | val_loss: 0.0311568 | Time: 6791.11 ms
[2022-03-05 18:19:48 main:574] : INFO : Epoch 1925 | loss: 0.0310921 | val_loss: 0.0311595 | Time: 6498.21 ms
[2022-03-05 18:19:54 main:574] : INFO : Epoch 1926 | loss: 0.031094 | val_loss: 0.0311557 | Time: 6497.99 ms
[2022-03-05 18:20:01 main:574] : INFO : Epoch 1927 | loss: 0.0310911 | val_loss: 0.0311549 | Time: 6567.18 ms
[2022-03-05 18:20:07 main:574] : INFO : Epoch 1928 | loss: 0.03109 | val_loss: 0.0311674 | Time: 6510.38 ms
[2022-03-05 18:20:14 main:574] : INFO : Epoch 1929 | loss: 0.0311015 | val_loss: 0.0311555 | Time: 6500.86 ms
[2022-03-05 18:20:21 main:574] : INFO : Epoch 1930 | loss: 0.0310995 | val_loss: 0.0311478 | Time: 6509.31 ms
[2022-03-05 18:20:27 main:574] : INFO : Epoch 1931 | loss: 0.0310981 | val_loss: 0.0311448 | Time: 6481.4 ms
[2022-03-05 18:20:34 main:574] : INFO : Epoch 1932 | loss: 0.0310923 | val_loss: 0.031157 | Time: 6489.13 ms
[2022-03-05 18:20:40 main:574] : INFO : Epoch 1933 | loss: 0.0310978 | val_loss: 0.0311488 | Time: 6825.89 ms
[2022-03-05 18:20:47 main:574] : INFO : Epoch 1934 | loss: 0.0310982 | val_loss: 0.0311523 | Time: 6485.11 ms
[2022-03-05 18:20:53 main:574] : INFO : Epoch 1935 | loss: 0.0310972 | val_loss: 0.0311618 | Time: 6500.42 ms
[2022-03-05 18:21:01 main:574] : INFO : Epoch 1936 | loss: 0.0310932 | val_loss: 0.0311557 | Time: 7676.04 ms
[2022-03-05 18:21:08 main:574] : INFO : Epoch 1937 | loss: 0.0310923 | val_loss: 0.031156 | Time: 6497.14 ms
[2022-03-05 18:21:17 main:574] : INFO : Epoch 1938 | loss: 0.0310947 | val_loss: 0.0311634 | Time: 9114.66 ms
[2022-03-05 18:21:23 main:574] : INFO : Epoch 1939 | loss: 0.0311285 | val_loss: 0.0311478 | Time: 6495.84 ms
[2022-03-05 18:21:30 main:574] : INFO : Epoch 1940 | loss: 0.0311204 | val_loss: 0.0311514 | Time: 6524.64 ms
[2022-03-05 18:21:38 main:574] : INFO : Epoch 1941 | loss: 0.0311134 | val_loss: 0.0311536 | Time: 7416.27 ms
[2022-03-05 18:21:44 main:574] : INFO : Epoch 1942 | loss: 0.0311077 | val_loss: 0.0311436 | Time: 6620.6 ms
[2022-03-05 18:21:51 main:574] : INFO : Epoch 1943 | loss: 0.0311035 | val_loss: 0.0311492 | Time: 6495.72 ms
[2022-03-05 18:21:57 main:574] : INFO : Epoch 1944 | loss: 0.0310998 | val_loss: 0.0311495 | Time: 6486.5 ms
[2022-03-05 18:22:04 main:574] : INFO : Epoch 1945 | loss: 0.0310986 | val_loss: 0.0311499 | Time: 6531.07 ms
[2022-03-05 18:22:10 main:574] : INFO : Epoch 1946 | loss: 0.0311011 | val_loss: 0.0311529 | Time: 6520.3 ms
[2022-03-05 18:22:17 main:574] : INFO : Epoch 1947 | loss: 0.0310974 | val_loss: 0.0311501 | Time: 6495.19 ms
[2022-03-05 18:22:23 main:574] : INFO : Epoch 1948 | loss: 0.0310964 | val_loss: 0.0311475 | Time: 6504.08 ms
[2022-03-05 18:22:30 main:574] : INFO : Epoch 1949 | loss: 0.031099 | val_loss: 0.031154 | Time: 6500.15 ms
[2022-03-05 18:22:37 main:574] : INFO : Epoch 1950 | loss: 0.0310969 | val_loss: 0.0311623 | Time: 6611.79 ms
[2022-03-05 18:22:43 main:574] : INFO : Epoch 1951 | loss: 0.0310931 | val_loss: 0.0311584 | Time: 6636.36 ms
[2022-03-05 18:22:50 main:574] : INFO : Epoch 1952 | loss: 0.0310921 | val_loss: 0.0311578 | Time: 6511.78 ms
[2022-03-05 18:22:56 main:574] : INFO : Epoch 1953 | loss: 0.0310896 | val_loss: 0.0311616 | Time: 6486.75 ms
[2022-03-05 18:23:03 main:574] : INFO : Epoch 1954 | loss: 0.0310914 | val_loss: 0.0311627 | Time: 6517.14 ms
[2022-03-05 18:23:09 main:574] : INFO : Epoch 1955 | loss: 0.031098 | val_loss: 0.0311536 | Time: 6494.07 ms
[2022-03-05 18:23:16 main:574] : INFO : Epoch 1956 | loss: 0.0310993 | val_loss: 0.0311492 | Time: 6496.54 ms
[2022-03-05 18:23:22 main:574] : INFO : Epoch 1957 | loss: 0.0310962 | val_loss: 0.031155 | Time: 6483.24 ms
[2022-03-05 18:23:29 main:574] : INFO : Epoch 1958 | loss: 0.0310992 | val_loss: 0.0311561 | Time: 6508.37 ms
[2022-03-05 18:23:36 main:574] : INFO : Epoch 1959 | loss: 0.0310938 | val_loss: 0.0311527 | Time: 6720.56 ms
[2022-03-05 18:23:42 main:574] : INFO : Epoch 1960 | loss: 0.031091 | val_loss: 0.0311539 | Time: 6710.2 ms
[2022-03-05 18:23:49 main:574] : INFO : Epoch 1961 | loss: 0.0310886 | val_loss: 0.0311578 | Time: 6510.7 ms
[2022-03-05 18:23:55 main:574] : INFO : Epoch 1962 | loss: 0.0310872 | val_loss: 0.0311597 | Time: 6519.28 ms
[2022-03-05 18:24:02 main:574] : INFO : Epoch 1963 | loss: 0.0310921 | val_loss: 0.031154 | Time: 6584.77 ms
[2022-03-05 18:24:08 main:574] : INFO : Epoch 1964 | loss: 0.0310957 | val_loss: 0.0311559 | Time: 6498.96 ms
[2022-03-05 18:24:15 main:574] : INFO : Epoch 1965 | loss: 0.0310934 | val_loss: 0.0311578 | Time: 6488.37 ms
[2022-03-05 18:24:21 main:574] : INFO : Epoch 1966 | loss: 0.0310934 | val_loss: 0.0311515 | Time: 6487.93 ms
[2022-03-05 18:24:28 main:574] : INFO : Epoch 1967 | loss: 0.0310878 | val_loss: 0.0311556 | Time: 6486.55 ms
[2022-03-05 18:24:34 main:574] : INFO : Epoch 1968 | loss: 0.0310907 | val_loss: 0.0311582 | Time: 6517.48 ms
[2022-03-05 18:24:41 main:574] : INFO : Epoch 1969 | loss: 0.0310923 | val_loss: 0.0311519 | Time: 6915.25 ms
[2022-03-05 18:24:48 main:574] : INFO : Epoch 1970 | loss: 0.0311012 | val_loss: 0.0311587 | Time: 6487.13 ms
[2022-03-05 18:24:54 main:574] : INFO : Epoch 1971 | loss: 0.0311128 | val_loss: 0.0311632 | Time: 6500.36 ms
[2022-03-05 18:25:01 main:574] : INFO : Epoch 1972 | loss: 0.0311273 | val_loss: 0.0311646 | Time: 6554.03 ms
[2022-03-05 18:25:07 main:574] : INFO : Epoch 1973 | loss: 0.0311247 | val_loss: 0.0311618 | Time: 6483.54 ms
[2022-03-05 18:25:14 main:574] : INFO : Epoch 1974 | loss: 0.0311226 | val_loss: 0.0311571 | Time: 6482.71 ms
[2022-03-05 18:25:20 main:574] : INFO : Epoch 1975 | loss: 0.0311202 | val_loss: 0.0311665 | Time: 6484.95 ms
[2022-03-05 18:25:27 main:574] : INFO : Epoch 1976 | loss: 0.0311175 | val_loss: 0.0311564 | Time: 6501.77 ms
[2022-03-05 18:25:33 main:574] : INFO : Epoch 1977 | loss: 0.0311031 | val_loss: 0.031148 | Time: 6481.1 ms
[2022-03-05 18:25:40 main:574] : INFO : Epoch 1978 | loss: 0.0311024 | val_loss: 0.0311591 | Time: 6907 ms
[2022-03-05 18:25:47 main:574] : INFO : Epoch 1979 | loss: 0.0311766 | val_loss: 0.0313201 | Time: 6507.69 ms
[2022-03-05 18:25:53 main:574] : INFO : Epoch 1980 | loss: 0.0330944 | val_loss: 0.0329518 | Time: 6526.53 ms
[2022-03-05 18:26:01 main:574] : INFO : Epoch 1981 | loss: 0.0319097 | val_loss: 0.0312336 | Time: 7455.72 ms
[2022-03-05 18:26:17 main:574] : INFO : Epoch 1982 | loss: 0.0312485 | val_loss: 0.031185 | Time: 16410.6 ms
[2022-03-05 18:26:24 main:574] : INFO : Epoch 1983 | loss: 0.0311509 | val_loss: 0.0311512 | Time: 6488.49 ms
[2022-03-05 18:26:30 main:574] : INFO : Epoch 1984 | loss: 0.0311212 | val_loss: 0.0311524 | Time: 6510.06 ms
[2022-03-05 18:26:37 main:574] : INFO : Epoch 1985 | loss: 0.0311091 | val_loss: 0.031146 | Time: 6859.25 ms
[2022-03-05 18:26:44 main:574] : INFO : Epoch 1986 | loss: 0.0311045 | val_loss: 0.0311403 | Time: 6613.65 ms
[2022-03-05 18:26:50 main:574] : INFO : Epoch 1987 | loss: 0.0311037 | val_loss: 0.0311419 | Time: 6500.81 ms
[2022-03-05 18:26:57 main:574] : INFO : Epoch 1988 | loss: 0.0311012 | val_loss: 0.0311479 | Time: 6511.9 ms
[2022-03-05 18:27:03 main:574] : INFO : Epoch 1989 | loss: 0.0310967 | val_loss: 0.0311498 | Time: 6517.78 ms
[2022-03-05 18:27:10 main:574] : INFO : Epoch 1990 | loss: 0.0310966 | val_loss: 0.0311497 | Time: 6486.64 ms
[2022-03-05 18:27:17 main:574] : INFO : Epoch 1991 | loss: 0.0310955 | val_loss: 0.0311493 | Time: 7026.14 ms
[2022-03-05 18:27:23 main:574] : INFO : Epoch 1992 | loss: 0.0310927 | val_loss: 0.0311481 | Time: 6493.24 ms
[2022-03-05 18:27:30 main:574] : INFO : Epoch 1993 | loss: 0.0310932 | val_loss: 0.0311524 | Time: 6494.59 ms
[2022-03-05 18:27:37 main:574] : INFO : Epoch 1994 | loss: 0.031098 | val_loss: 0.0311464 | Time: 6621.35 ms
[2022-03-05 18:27:43 main:574] : INFO : Epoch 1995 | loss: 0.0310988 | val_loss: 0.0311483 | Time: 6732.45 ms
[2022-03-05 18:27:50 main:574] : INFO : Epoch 1996 | loss: 0.0310957 | val_loss: 0.0311514 | Time: 6519.26 ms
[2022-03-05 18:27:56 main:574] : INFO : Epoch 1997 | loss: 0.0310952 | val_loss: 0.0311468 | Time: 6503.25 ms
[2022-03-05 18:28:03 main:574] : INFO : Epoch 1998 | loss: 0.0310948 | val_loss: 0.0311461 | Time: 6673.74 ms
[2022-03-05 18:28:10 main:574] : INFO : Epoch 1999 | loss: 0.0310919 | val_loss: 0.0311474 | Time: 6480.68 ms
[2022-03-05 18:28:16 main:574] : INFO : Epoch 2000 | loss: 0.0310889 | val_loss: 0.031151 | Time: 6487.9 ms
[2022-03-05 18:28:23 main:574] : INFO : Epoch 2001 | loss: 0.0310879 | val_loss: 0.031154 | Time: 6490.42 ms
[2022-03-05 18:28:29 main:574] : INFO : Epoch 2002 | loss: 0.0310868 | val_loss: 0.0311478 | Time: 6486.31 ms
[2022-03-05 18:28:36 main:574] : INFO : Epoch 2003 | loss: 0.0310874 | val_loss: 0.0311518 | Time: 6744.23 ms
[2022-03-05 18:28:43 main:574] : INFO : Epoch 2004 | loss: 0.031084 | val_loss: 0.0311521 | Time: 6652.25 ms
[2022-03-05 18:28:49 main:574] : INFO : Epoch 2005 | loss: 0.0310837 | val_loss: 0.031156 | Time: 6491.14 ms
[2022-03-05 18:28:56 main:574] : INFO : Epoch 2006 | loss: 0.031084 | val_loss: 0.0311549 | Time: 6507.07 ms
[2022-03-05 18:29:02 main:574] : INFO : Epoch 2007 | loss: 0.03109 | val_loss: 0.0311472 | Time: 6566.76 ms
[2022-03-05 18:29:09 main:574] : INFO : Epoch 2008 | loss: 0.0310949 | val_loss: 0.0311521 | Time: 6485.53 ms
[2022-03-05 18:29:15 main:574] : INFO : Epoch 2009 | loss: 0.0310929 | val_loss: 0.0311518 | Time: 6481.32 ms
[2022-03-05 18:29:22 main:574] : INFO : Epoch 2010 | loss: 0.0310935 | val_loss: 0.0311487 | Time: 6539.73 ms
[2022-03-05 18:29:28 main:574] : INFO : Epoch 2011 | loss: 0.0310931 | val_loss: 0.0311471 | Time: 6490.98 ms
[2022-03-05 18:29:35 main:574] : INFO : Epoch 2012 | loss: 0.0310972 | val_loss: 0.0311491 | Time: 6711.32 ms
[2022-03-05 18:29:42 main:574] : INFO : Epoch 2013 | loss: 0.0311002 | val_loss: 0.031149 | Time: 6743.71 ms
[2022-03-05 18:29:48 main:574] : INFO : Epoch 2014 | loss: 0.0311023 | val_loss: 0.0311464 | Time: 6506.26 ms
[2022-03-05 18:29:55 main:574] : INFO : Epoch 2015 | loss: 0.0310952 | val_loss: 0.0311528 | Time: 6477.3 ms
[2022-03-05 18:30:02 main:574] : INFO : Epoch 2016 | loss: 0.0310907 | val_loss: 0.0311503 | Time: 6807.83 ms
[2022-03-05 18:30:08 main:574] : INFO : Epoch 2017 | loss: 0.0310899 | val_loss: 0.0311494 | Time: 6485.69 ms
[2022-03-05 18:30:15 main:574] : INFO : Epoch 2018 | loss: 0.031091 | val_loss: 0.0311494 | Time: 6496.47 ms
[2022-03-05 18:30:21 main:574] : INFO : Epoch 2019 | loss: 0.031088 | val_loss: 0.0311558 | Time: 6497.6 ms
[2022-03-05 18:30:28 main:574] : INFO : Epoch 2020 | loss: 0.0310932 | val_loss: 0.0311607 | Time: 6472.08 ms
[2022-03-05 18:30:34 main:574] : INFO : Epoch 2021 | loss: 0.0310911 | val_loss: 0.0311585 | Time: 6486.73 ms
[2022-03-05 18:30:41 main:574] : INFO : Epoch 2022 | loss: 0.0310939 | val_loss: 0.0311582 | Time: 6722.39 ms
[2022-03-05 18:30:47 main:574] : INFO : Epoch 2023 | loss: 0.0310934 | val_loss: 0.031153 | Time: 6575.03 ms
[2022-03-05 18:30:54 main:574] : INFO : Epoch 2024 | loss: 0.0310957 | val_loss: 0.0311607 | Time: 6515.73 ms
[2022-03-05 18:31:02 main:574] : INFO : Epoch 2025 | loss: 0.0310942 | val_loss: 0.0311494 | Time: 8226.31 ms
[2022-03-05 18:31:19 main:574] : INFO : Epoch 2026 | loss: 0.0310955 | val_loss: 0.0311471 | Time: 16496.3 ms
[2022-03-05 18:31:25 main:574] : INFO : Epoch 2027 | loss: 0.0310944 | val_loss: 0.0311536 | Time: 6509.45 ms
[2022-03-05 18:31:32 main:574] : INFO : Epoch 2028 | loss: 0.0310955 | val_loss: 0.0311514 | Time: 6492.14 ms
[2022-03-05 18:31:38 main:574] : INFO : Epoch 2029 | loss: 0.0310893 | val_loss: 0.0311495 | Time: 6742.24 ms
[2022-03-05 18:31:45 main:574] : INFO : Epoch 2030 | loss: 0.0310856 | val_loss: 0.0311499 | Time: 6621.24 ms
[2022-03-05 18:31:52 main:574] : INFO : Epoch 2031 | loss: 0.0310838 | val_loss: 0.0311601 | Time: 6501.42 ms
[2022-03-05 18:31:58 main:574] : INFO : Epoch 2032 | loss: 0.0310861 | val_loss: 0.0311605 | Time: 6490.48 ms
[2022-03-05 18:32:05 main:574] : INFO : Epoch 2033 | loss: 0.0310836 | val_loss: 0.0311612 | Time: 6504.08 ms
[2022-03-05 18:32:11 main:574] : INFO : Epoch 2034 | loss: 0.0310827 | val_loss: 0.031154 | Time: 6500.29 ms
[2022-03-05 18:32:18 main:574] : INFO : Epoch 2035 | loss: 0.0310836 | val_loss: 0.031155 | Time: 6505.16 ms
[2022-03-05 18:32:24 main:574] : INFO : Epoch 2036 | loss: 0.0310829 | val_loss: 0.0311557 | Time: 6495.32 ms
[2022-03-05 18:32:31 main:574] : INFO : Epoch 2037 | loss: 0.0310822 | val_loss: 0.0311525 | Time: 6497.67 ms
[2022-03-05 18:32:37 main:574] : INFO : Epoch 2038 | loss: 0.0310848 | val_loss: 0.0311583 | Time: 6718 ms
[2022-03-05 18:32:44 main:574] : INFO : Epoch 2039 | loss: 0.0310859 | val_loss: 0.0311588 | Time: 6578.13 ms
[2022-03-05 18:32:50 main:574] : INFO : Epoch 2040 | loss: 0.0310849 | val_loss: 0.0311575 | Time: 6520.85 ms
[2022-03-05 18:32:57 main:574] : INFO : Epoch 2041 | loss: 0.031084 | val_loss: 0.0311606 | Time: 6495.38 ms
[2022-03-05 18:33:04 main:574] : INFO : Epoch 2042 | loss: 0.0310835 | val_loss: 0.0311578 | Time: 6505.18 ms
[2022-03-05 18:33:10 main:574] : INFO : Epoch 2043 | loss: 0.031083 | val_loss: 0.031157 | Time: 6472.49 ms
[2022-03-05 18:33:17 main:574] : INFO : Epoch 2044 | loss: 0.0310823 | val_loss: 0.0311543 | Time: 6505.66 ms
[2022-03-05 18:33:23 main:574] : INFO : Epoch 2045 | loss: 0.03108 | val_loss: 0.0311546 | Time: 6505.13 ms
[2022-03-05 18:33:30 main:574] : INFO : Epoch 2046 | loss: 0.0310818 | val_loss: 0.0311587 | Time: 6509.34 ms
[2022-03-05 18:33:36 main:574] : INFO : Epoch 2047 | loss: 0.0310802 | val_loss: 0.0311563 | Time: 6616.57 ms
[2022-03-05 18:33:43 main:574] : INFO : Epoch 2048 | loss: 0.0310822 | val_loss: 0.0311612 | Time: 6641.42 ms
[2022-03-05 18:33:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311612
[2022-03-05 18:33:43 main:603] : INFO : Saving end state to config to file
[2022-03-05 18:33:43 main:608] : INFO : Success, exiting..
18:33:43 (2624): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)