Task 14624007
| Name | ParityModified-1647044825-5832-3-0_1 |
| Workunit | 11576043 |
| Created | 18 Apr 2022, 15:37:00 UTC |
| Sent | 18 Apr 2022, 15:40:49 UTC |
| Report deadline | 26 Apr 2022, 15:40:49 UTC |
| Received | 25 Apr 2022, 14:43:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7896 |
| Run time | 3 hours 49 min 15 sec |
| CPU time | 2 hours 21 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,940.75 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 8:31 main:574] : INFO : Epoch 1542 | loss: 0.0311609 | val_loss: 0.0311743 | Time: 6092.67 ms [2022-04-25 14:08:37 main:574] : INFO : Epoch 1543 | loss: 0.0311634 | val_loss: 0.031175 | Time: 6229.73 ms [2022-04-25 14:08:44 main:574] : INFO : Epoch 1544 | loss: 0.0311645 | val_loss: 0.0311843 | Time: 5981.82 ms [2022-04-25 14:08:50 main:574] : INFO : Epoch 1545 | loss: 0.031164 | val_loss: 0.0311761 | Time: 6012.38 ms [2022-04-25 14:08:57 main:574] : INFO : Epoch 1546 | loss: 0.0311641 | val_loss: 0.0311803 | Time: 6168.76 ms [2022-04-25 14:09:03 main:574] : INFO : Epoch 1547 | loss: 0.0311661 | val_loss: 0.0311732 | Time: 6195 ms [2022-04-25 14:09:09 main:574] : INFO : Epoch 1548 | loss: 0.0311647 | val_loss: 0.0311746 | Time: 6168.94 ms [2022-04-25 14:09:16 main:574] : INFO : Epoch 1549 | loss: 0.0311649 | val_loss: 0.0311729 | Time: 6095.2 ms [2022-04-25 14:09:22 main:574] : INFO : Epoch 1550 | loss: 0.0311668 | val_loss: 0.0311747 | Time: 6372.44 ms [2022-04-25 14:09:29 main:574] : INFO : Epoch 1551 | loss: 0.0311682 | val_loss: 0.0311726 | Time: 6377.05 ms [2022-04-25 14:09:35 main:574] : INFO : Epoch 1552 | loss: 0.0311666 | val_loss: 0.0311794 | Time: 6112.44 ms [2022-04-25 14:09:42 main:574] : INFO : Epoch 1553 | loss: 0.031167 | val_loss: 0.0311759 | Time: 6476.11 ms [2022-04-25 14:09:49 main:574] : INFO : Epoch 1554 | loss: 0.0311654 | val_loss: 0.0311733 | Time: 6163.47 ms [2022-04-25 14:09:55 main:574] : INFO : Epoch 1555 | loss: 0.0311652 | val_loss: 0.0311776 | Time: 6222.42 ms [2022-04-25 14:10:01 main:574] : INFO : Epoch 1556 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 6157.46 ms [2022-04-25 14:10:08 main:574] : INFO : Epoch 1557 | loss: 0.0311635 | val_loss: 0.0311719 | Time: 6133.05 ms [2022-04-25 14:10:14 main:574] : INFO : Epoch 1558 | loss: 0.031164 | val_loss: 0.0311717 | Time: 6055.98 ms [2022-04-25 14:10:21 main:574] : INFO : Epoch 1559 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 6339.65 ms [2022-04-25 14:10:27 main:574] : INFO : Epoch 1560 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 6220.78 ms [2022-04-25 14:10:33 main:574] : INFO : Epoch 1561 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 6111.84 ms [2022-04-25 14:10:40 main:574] : INFO : Epoch 1562 | loss: 0.031164 | val_loss: 0.0311725 | Time: 6183.97 ms [2022-04-25 14:10:46 main:574] : INFO : Epoch 1563 | loss: 0.0311644 | val_loss: 0.0311714 | Time: 6080.38 ms [2022-04-25 14:10:53 main:574] : INFO : Epoch 1564 | loss: 0.0311653 | val_loss: 0.0311706 | Time: 6177.32 ms [2022-04-25 14:11:00 main:574] : INFO : Epoch 1565 | loss: 0.0311632 | val_loss: 0.031171 | Time: 6103.85 ms [2022-04-25 14:11:07 main:574] : INFO : Epoch 1566 | loss: 0.0311623 | val_loss: 0.0311718 | Time: 6085.51 ms [2022-04-25 14:11:13 main:574] : INFO : Epoch 1567 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 6248.37 ms [2022-04-25 14:11:20 main:574] : INFO : Epoch 1568 | loss: 0.0311663 | val_loss: 0.0311724 | Time: 6084.99 ms [2022-04-25 14:11:26 main:574] : INFO : Epoch 1569 | loss: 0.0311673 | val_loss: 0.0311711 | Time: 6102.72 ms [2022-04-25 14:11:33 main:574] : INFO : Epoch 1570 | loss: 0.0311677 | val_loss: 0.0311706 | Time: 6214.34 ms [2022-04-25 14:11:39 main:574] : INFO : Epoch 1571 | loss: 0.0311666 | val_loss: 0.0311715 | Time: 6176.85 ms [2022-04-25 14:11:46 main:574] : INFO : Epoch 1572 | loss: 0.0311678 | val_loss: 0.0311702 | Time: 6211.95 ms [2022-04-25 14:11:52 main:574] : INFO : Epoch 1573 | loss: 0.0311662 | val_loss: 0.0311702 | Time: 6113.36 ms [2022-04-25 14:11:58 main:574] : INFO : Epoch 1574 | loss: 0.031165 | val_loss: 0.0311705 | Time: 6063.58 ms [2022-04-25 14:12:04 main:574] : INFO : Epoch 1575 | loss: 0.0311673 | val_loss: 0.0311709 | Time: 6161.97 ms [2022-04-25 14:12:11 main:574] : INFO : Epoch 1576 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 6172.27 ms [2022-04-25 14:12:17 main:574] : INFO : Epoch 1577 | loss: 0.031165 | val_loss: 0.0311715 | Time: 6100.57 ms [2022-04-25 14:12:23 main:574] : INFO : Epoch 1578 | loss: 0.031166 | val_loss: 0.0311708 | Time: 6090.57 ms [2022-04-25 14:12:30 main:574] : INFO : Epoch 1579 | loss: 0.0311913 | val_loss: 0.0312426 | Time: 6278.99 ms [2022-04-25 14:12:36 main:574] : INFO : Epoch 1580 | loss: 0.0586723 | val_loss: 0.0468358 | Time: 6009.27 ms [2022-04-25 14:12:42 main:574] : INFO : Epoch 1581 | loss: 0.0559858 | val_loss: 0.0558775 | Time: 5626.23 ms [2022-04-25 14:12:48 main:574] : INFO : Epoch 1582 | loss: 0.0387 | val_loss: 0.0341284 | Time: 6020.85 ms [2022-04-25 14:12:54 main:574] : INFO : Epoch 1583 | loss: 0.0323526 | val_loss: 0.0315605 | Time: 6038.8 ms [2022-04-25 14:13:01 main:574] : INFO : Epoch 1584 | loss: 0.0315825 | val_loss: 0.0314119 | Time: 6130.36 ms [2022-04-25 14:13:08 main:574] : INFO : Epoch 1585 | loss: 0.0313701 | val_loss: 0.0313368 | Time: 6357.16 ms [2022-04-25 14:13:14 main:574] : INFO : Epoch 1586 | loss: 0.0313075 | val_loss: 0.0312897 | Time: 6290.23 ms [2022-04-25 14:13:21 main:574] : INFO : Epoch 1587 | loss: 0.0312826 | val_loss: 0.0312746 | Time: 6102.87 ms [2022-04-25 14:13:28 main:574] : INFO : Epoch 1588 | loss: 0.0312703 | val_loss: 0.0312664 | Time: 6039.03 ms [2022-04-25 14:13:34 main:574] : INFO : Epoch 1589 | loss: 0.0312633 | val_loss: 0.03126 | Time: 6097.27 ms [2022-04-25 14:13:41 main:574] : INFO : Epoch 1590 | loss: 0.0312584 | val_loss: 0.0312561 | Time: 6262.55 ms [2022-04-25 14:13:47 main:574] : INFO : Epoch 1591 | loss: 0.0312553 | val_loss: 0.0312533 | Time: 6221.98 ms [2022-04-25 14:13:54 main:574] : INFO : Epoch 1592 | loss: 0.0312527 | val_loss: 0.0312514 | Time: 6146.6 ms [2022-04-25 14:14:00 main:574] : INFO : Epoch 1593 | loss: 0.0312511 | val_loss: 0.0312496 | Time: 6102.72 ms [2022-04-25 14:14:07 main:574] : INFO : Epoch 1594 | loss: 0.0312494 | val_loss: 0.0312483 | Time: 6158.65 ms [2022-04-25 14:14:13 main:574] : INFO : Epoch 1595 | loss: 0.0312483 | val_loss: 0.0312473 | Time: 5959.6 ms [2022-04-25 14:14:20 main:574] : INFO : Epoch 1596 | loss: 0.0312471 | val_loss: 0.0312461 | Time: 5853.8 ms [2022-04-25 14:14:26 main:574] : INFO : Epoch 1597 | loss: 0.0312462 | val_loss: 0.0312451 | Time: 6011.84 ms [2022-04-25 14:14:33 main:574] : INFO : Epoch 1598 | loss: 0.0312452 | val_loss: 0.0312443 | Time: 6144.91 ms [2022-04-25 14:14:40 main:574] : INFO : Epoch 1599 | loss: 0.0312445 | val_loss: 0.0312436 | Time: 6244.88 ms [2022-04-25 14:14:46 main:574] : INFO : Epoch 1600 | loss: 0.0312436 | val_loss: 0.0312427 | Time: 6096.35 ms [2022-04-25 14:14:54 main:574] : INFO : Epoch 1601 | loss: 0.0312428 | val_loss: 0.0312423 | Time: 6089.53 ms [2022-04-25 14:15:00 main:574] : INFO : Epoch 1602 | loss: 0.0312422 | val_loss: 0.0312412 | Time: 6135.7 ms [2022-04-25 14:15:07 main:574] : INFO : Epoch 1603 | loss: 0.0312414 | val_loss: 0.0312408 | Time: 5971.5 ms [2022-04-25 14:15:13 main:574] : INFO : Epoch 1604 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 5994.51 ms [2022-04-25 14:15:19 main:574] : INFO : Epoch 1605 | loss: 0.0312399 | val_loss: 0.0312393 | Time: 5974.52 ms [2022-04-25 14:15:26 main:574] : INFO : Epoch 1606 | loss: 0.0312394 | val_loss: 0.0312384 | Time: 6148.76 ms [2022-04-25 14:15:32 main:574] : INFO : Epoch 1607 | loss: 0.0312388 | val_loss: 0.0312384 | Time: 5937.05 ms [2022-04-25 14:15:39 main:574] : INFO : Epoch 1608 | loss: 0.0312385 | val_loss: 0.0312372 | Time: 6168.01 ms [2022-04-25 14:15:45 main:574] : INFO : Epoch 1609 | loss: 0.0312374 | val_loss: 0.0312369 | Time: 5840.46 ms [2022-04-25 14:15:53 main:574] : INFO : Epoch 1610 | loss: 0.0312369 | val_loss: 0.0312358 | Time: 6074.55 ms [2022-04-25 14:15:59 main:574] : INFO : Epoch 1611 | loss: 0.0312361 | val_loss: 0.0312355 | Time: 5928.36 ms [2022-04-25 14:16:06 main:574] : INFO : Epoch 1612 | loss: 0.0312354 | val_loss: 0.0312344 | Time: 6029.01 ms [2022-04-25 14:16:13 main:574] : INFO : Epoch 1613 | loss: 0.0312349 | val_loss: 0.0312342 | Time: 5997.84 ms [2022-04-25 14:16:20 main:574] : INFO : Epoch 1614 | loss: 0.0312342 | val_loss: 0.0312332 | Time: 6595.21 ms [2022-04-25 14:16:27 main:574] : INFO : Epoch 1615 | loss: 0.0312338 | val_loss: 0.0312332 | Time: 6344.95 ms [2022-04-25 14:16:34 main:574] : INFO : Epoch 1616 | loss: 0.031233 | val_loss: 0.0312318 | Time: 5843.31 ms [2022-04-25 14:16:41 main:574] : INFO : Epoch 1617 | loss: 0.0312322 | val_loss: 0.0312316 | Time: 6099.36 ms [2022-04-25 14:16:47 main:574] : INFO : Epoch 1618 | loss: 0.0312314 | val_loss: 0.0312304 | Time: 6157.45 ms [2022-04-25 14:16:54 main:574] : INFO : Epoch 1619 | loss: 0.0312306 | val_loss: 0.0312295 | Time: 5990.94 ms [2022-04-25 14:17:01 main:574] : INFO : Epoch 1620 | loss: 0.03123 | val_loss: 0.031229 | Time: 6040.35 ms [2022-04-25 14:17:07 main:574] : INFO : Epoch 1621 | loss: 0.0312293 | val_loss: 0.0312283 | Time: 6073.02 ms [2022-04-25 14:17:14 main:574] : INFO : Epoch 1622 | loss: 0.0312285 | val_loss: 0.0312274 | Time: 6091.27 ms [2022-04-25 14:17:20 main:574] : INFO : Epoch 1623 | loss: 0.0312279 | val_loss: 0.031227 | Time: 6280.94 ms [2022-04-25 14:17:27 main:574] : INFO : Epoch 1624 | loss: 0.0312271 | val_loss: 0.0312256 | Time: 5931.06 ms [2022-04-25 14:17:33 main:574] : INFO : Epoch 1625 | loss: 0.0312263 | val_loss: 0.031225 | Time: 5977.18 ms [2022-04-25 14:17:39 main:574] : INFO : Epoch 1626 | loss: 0.0312257 | val_loss: 0.0312254 | Time: 6157.22 ms [2022-04-25 14:17:47 main:574] : INFO : Epoch 1627 | loss: 0.0312252 | val_loss: 0.0312233 | Time: 6019.38 ms [2022-04-25 14:17:54 main:574] : INFO : Epoch 1628 | loss: 0.0312244 | val_loss: 0.0312233 | Time: 6199.75 ms [2022-04-25 14:18:00 main:574] : INFO : Epoch 1629 | loss: 0.0312238 | val_loss: 0.0312216 | Time: 6164.08 ms [2022-04-25 14:18:09 main:574] : INFO : Epoch 1630 | loss: 0.0312234 | val_loss: 0.0312226 | Time: 6519.48 ms [2022-04-25 14:18:15 main:574] : INFO : Epoch 1631 | loss: 0.0312224 | val_loss: 0.0312209 | Time: 6009.34 ms [2022-04-25 14:18:22 main:574] : INFO : Epoch 1632 | loss: 0.0312218 | val_loss: 0.0312196 | Time: 6053.5 ms [2022-04-25 14:18:28 main:574] : INFO : Epoch 1633 | loss: 0.0312199 | val_loss: 0.0312186 | Time: 6135.14 ms [2022-04-25 14:18:35 main:574] : INFO : Epoch 1634 | loss: 0.0312192 | val_loss: 0.0312177 | Time: 5956.41 ms [2022-04-25 14:18:41 main:574] : INFO : Epoch 1635 | loss: 0.0312182 | val_loss: 0.0312178 | Time: 6119.37 ms [2022-04-25 14:18:48 main:574] : INFO : Epoch 1636 | loss: 0.0312178 | val_loss: 0.0312163 | Time: 6062.54 ms [2022-04-25 14:18:55 main:574] : INFO : Epoch 1637 | loss: 0.0312166 | val_loss: 0.0312154 | Time: 6102.53 ms [2022-04-25 14:19:02 main:574] : INFO : Epoch 1638 | loss: 0.0312158 | val_loss: 0.0312145 | Time: 6113.92 ms [2022-04-25 14:19:09 main:574] : INFO : Epoch 1639 | loss: 0.0312151 | val_loss: 0.0312147 | Time: 6180.55 ms [2022-04-25 14:19:15 main:574] : INFO : Epoch 1640 | loss: 0.0312146 | val_loss: 0.0312133 | Time: 6125.53 ms [2022-04-25 14:19:21 main:574] : INFO : Epoch 1641 | loss: 0.0312141 | val_loss: 0.0312131 | Time: 6087.1 ms [2022-04-25 14:19:28 main:574] : INFO : Epoch 1642 | loss: 0.0312133 | val_loss: 0.0312121 | Time: 6186.08 ms [2022-04-25 14:19:36 main:574] : INFO : Epoch 1643 | loss: 0.0312126 | val_loss: 0.0312125 | Time: 6245.81 ms [2022-04-25 14:19:42 main:574] : INFO : Epoch 1644 | loss: 0.0312124 | val_loss: 0.0312114 | Time: 6250.56 ms [2022-04-25 14:19:48 main:574] : INFO : Epoch 1645 | loss: 0.0312113 | val_loss: 0.0312105 | Time: 5997.88 ms [2022-04-25 14:19:55 main:574] : INFO : Epoch 1646 | loss: 0.0312109 | val_loss: 0.0312091 | Time: 6093.26 ms [2022-04-25 14:20:01 main:574] : INFO : Epoch 1647 | loss: 0.03121 | val_loss: 0.0312084 | Time: 6164.2 ms [2022-04-25 14:20:08 main:574] : INFO : Epoch 1648 | loss: 0.0312089 | val_loss: 0.0312082 | Time: 6137.12 ms [2022-04-25 14:20:14 main:574] : INFO : Epoch 1649 | loss: 0.0312092 | val_loss: 0.0312074 | Time: 5843.9 ms [2022-04-25 14:20:21 main:574] : INFO : Epoch 1650 | loss: 0.0312084 | val_loss: 0.0312069 | Time: 6069.7 ms [2022-04-25 14:20:28 main:574] : INFO : Epoch 1651 | loss: 0.0312078 | val_loss: 0.031207 | Time: 6216.8 ms [2022-04-25 14:20:34 main:574] : INFO : Epoch 1652 | loss: 0.0312071 | val_loss: 0.0312061 | Time: 6130.77 ms [2022-04-25 14:20:40 main:574] : INFO : Epoch 1653 | loss: 0.0312076 | val_loss: 0.0312055 | Time: 5915.71 ms [2022-04-25 14:20:48 main:574] : INFO : Epoch 1654 | loss: 0.0312062 | val_loss: 0.0312045 | Time: 5980.43 ms [2022-04-25 14:20:54 main:574] : INFO : Epoch 1655 | loss: 0.0312056 | val_loss: 0.031204 | Time: 6123.62 ms [2022-04-25 14:21:01 main:574] : INFO : Epoch 1656 | loss: 0.031206 | val_loss: 0.031205 | Time: 6226.98 ms [2022-04-25 14:21:07 main:574] : INFO : Epoch 1657 | loss: 0.0312055 | val_loss: 0.0312033 | Time: 6027.48 ms [2022-04-25 14:21:14 main:574] : INFO : Epoch 1658 | loss: 0.0312045 | val_loss: 0.0312033 | Time: 6119.11 ms [2022-04-25 14:21:21 main:574] : INFO : Epoch 1659 | loss: 0.0312044 | val_loss: 0.0312026 | Time: 6083.6 ms [2022-04-25 14:21:27 main:574] : INFO : Epoch 1660 | loss: 0.0312042 | val_loss: 0.0312031 | Time: 6113.11 ms [2022-04-25 14:21:33 main:574] : INFO : Epoch 1661 | loss: 0.0312044 | val_loss: 0.0312029 | Time: 6198.69 ms [2022-04-25 14:21:40 main:574] : INFO : Epoch 1662 | loss: 0.0312051 | val_loss: 0.0312027 | Time: 5713.74 ms [2022-04-25 14:21:48 main:574] : INFO : Epoch 1663 | loss: 0.0312047 | val_loss: 0.0312034 | Time: 5760.06 ms [2022-04-25 14:21:54 main:574] : INFO : Epoch 1664 | loss: 0.0312043 | val_loss: 0.0312012 | Time: 6140.18 ms [2022-04-25 14:22:01 main:574] : INFO : Epoch 1665 | loss: 0.0312029 | val_loss: 0.031201 | Time: 6136.07 ms [2022-04-25 14:22:08 main:574] : INFO : Epoch 1666 | loss: 0.0312031 | val_loss: 0.0312012 | Time: 6195.82 ms [2022-04-25 14:22:15 main:574] : INFO : Epoch 1667 | loss: 0.0312031 | val_loss: 0.0312005 | Time: 6525.8 ms [2022-04-25 14:22:19 main:574] : INFO : Epoch 1668 | loss: 0.0312029 | val_loss: 0.0312013 | Time: 4146.83 ms [2022-04-25 14:22:26 main:574] : INFO : Epoch 1669 | loss: 0.0312026 | val_loss: 0.031202 | Time: 6045.45 ms [2022-04-25 14:22:32 main:574] : INFO : Epoch 1670 | loss: 0.0312024 | val_loss: 0.0312023 | Time: 6085.19 ms [2022-04-25 14:22:39 main:574] : INFO : Epoch 1671 | loss: 0.0312027 | val_loss: 0.0312 | Time: 6127.55 ms [2022-04-25 14:22:45 main:574] : INFO : Epoch 1672 | loss: 0.0312033 | val_loss: 0.0312029 | Time: 6049.4 ms [2022-04-25 14:22:52 main:574] : INFO : Epoch 1673 | loss: 0.0312029 | val_loss: 0.0311998 | Time: 6085.76 ms [2022-04-25 14:22:58 main:574] : INFO : Epoch 1674 | loss: 0.0312009 | val_loss: 0.0311999 | Time: 6187.91 ms [2022-04-25 14:23:05 main:574] : INFO : Epoch 1675 | loss: 0.0312009 | val_loss: 0.0311989 | Time: 6106.08 ms [2022-04-25 14:23:11 main:574] : INFO : Epoch 1676 | loss: 0.0312013 | val_loss: 0.0311991 | Time: 6073.75 ms [2022-04-25 14:23:18 main:574] : INFO : Epoch 1677 | loss: 0.0312009 | val_loss: 0.0311996 | Time: 6395.69 ms [2022-04-25 14:23:24 main:574] : INFO : Epoch 1678 | loss: 0.0312006 | val_loss: 0.0311986 | Time: 6126.2 ms [2022-04-25 14:23:30 main:574] : INFO : Epoch 1679 | loss: 0.0312002 | val_loss: 0.0311995 | Time: 6140.44 ms [2022-04-25 14:23:37 main:574] : INFO : Epoch 1680 | loss: 0.0312005 | val_loss: 0.0312004 | Time: 6124.69 ms [2022-04-25 14:23:43 main:574] : INFO : Epoch 1681 | loss: 0.0312 | val_loss: 0.0311981 | Time: 6120.12 ms [2022-04-25 14:23:49 main:574] : INFO : Epoch 1682 | loss: 0.0312002 | val_loss: 0.0311993 | Time: 6208.65 ms [2022-04-25 14:23:56 main:574] : INFO : Epoch 1683 | loss: 0.0312003 | val_loss: 0.0311985 | Time: 6115.17 ms [2022-04-25 14:24:02 main:574] : INFO : Epoch 1684 | loss: 0.0312002 | val_loss: 0.0311991 | Time: 6078.17 ms [2022-04-25 14:24:09 main:574] : INFO : Epoch 1685 | loss: 0.031201 | val_loss: 0.0311984 | Time: 6103.31 ms [2022-04-25 14:24:15 main:574] : INFO : Epoch 1686 | loss: 0.0312 | val_loss: 0.0311979 | Time: 6129.85 ms [2022-04-25 14:24:22 main:574] : INFO : Epoch 1687 | loss: 0.0312003 | val_loss: 0.031198 | Time: 6282.95 ms [2022-04-25 14:24:28 main:574] : INFO : Epoch 1688 | loss: 0.0312006 | val_loss: 0.0311975 | Time: 6099.61 ms [2022-04-25 14:24:35 main:574] : INFO : Epoch 1689 | loss: 0.0311992 | val_loss: 0.0311975 | Time: 6603.8 ms [2022-04-25 14:24:41 main:574] : INFO : Epoch 1690 | loss: 0.0311999 | val_loss: 0.0311977 | Time: 6154.02 ms [2022-04-25 14:24:48 main:574] : INFO : Epoch 1691 | loss: 0.0311999 | val_loss: 0.0311978 | Time: 6209.35 ms [2022-04-25 14:24:54 main:574] : INFO : Epoch 1692 | loss: 0.0311989 | val_loss: 0.031197 | Time: 5990.66 ms [2022-04-25 14:25:01 main:574] : INFO : Epoch 1693 | loss: 0.0311988 | val_loss: 0.0311974 | Time: 6043.75 ms [2022-04-25 14:25:07 main:574] : INFO : Epoch 1694 | loss: 0.0311988 | val_loss: 0.031197 | Time: 6237.47 ms [2022-04-25 14:25:13 main:574] : INFO : Epoch 1695 | loss: 0.0311988 | val_loss: 0.0311974 | Time: 6112.77 ms [2022-04-25 14:25:19 main:574] : INFO : Epoch 1696 | loss: 0.031199 | val_loss: 0.0311969 | Time: 6125.6 ms [2022-04-25 14:25:26 main:574] : INFO : Epoch 1697 | loss: 0.031199 | val_loss: 0.0311971 | Time: 6215.79 ms [2022-04-25 14:25:32 main:574] : INFO : Epoch 1698 | loss: 0.031199 | val_loss: 0.031197 | Time: 6279.12 ms [2022-04-25 14:25:39 main:574] : INFO : Epoch 1699 | loss: 0.0311982 | val_loss: 0.0311967 | Time: 6118.25 ms [2022-04-25 14:25:45 main:574] : INFO : Epoch 1700 | loss: 0.0311981 | val_loss: 0.0311965 | Time: 6175.11 ms [2022-04-25 14:25:52 main:574] : INFO : Epoch 1701 | loss: 0.0311978 | val_loss: 0.0311971 | Time: 6025.18 ms [2022-04-25 14:25:58 main:574] : INFO : Epoch 1702 | loss: 0.0311983 | val_loss: 0.0311963 | Time: 6204.41 ms [2022-04-25 14:26:05 main:574] : INFO : Epoch 1703 | loss: 0.0311981 | val_loss: 0.0311969 | Time: 6193.06 ms [2022-04-25 14:26:11 main:574] : INFO : Epoch 1704 | loss: 0.0311984 | val_loss: 0.031197 | Time: 6109.73 ms [2022-04-25 14:26:17 main:574] : INFO : Epoch 1705 | loss: 0.0312002 | val_loss: 0.0312002 | Time: 6014.13 ms [2022-04-25 14:26:24 main:574] : INFO : Epoch 1706 | loss: 0.0311989 | val_loss: 0.0311958 | Time: 6235.4 ms [2022-04-25 14:26:31 main:574] : INFO : Epoch 1707 | loss: 0.0311973 | val_loss: 0.0311956 | Time: 6155.93 ms [2022-04-25 14:26:37 main:574] : INFO : Epoch 1708 | loss: 0.0311972 | val_loss: 0.0311965 | Time: 6137.44 ms [2022-04-25 14:26:44 main:574] : INFO : Epoch 1709 | loss: 0.0311975 | val_loss: 0.031197 | Time: 6095 ms [2022-04-25 14:26:50 main:574] : INFO : Epoch 1710 | loss: 0.0311981 | val_loss: 0.0311981 | Time: 6266.53 ms [2022-04-25 14:26:57 main:574] : INFO : Epoch 1711 | loss: 0.0311978 | val_loss: 0.0311955 | Time: 6168.8 ms [2022-04-25 14:27:03 main:574] : INFO : Epoch 1712 | loss: 0.0311976 | val_loss: 0.0311963 | Time: 6106.69 ms [2022-04-25 14:27:09 main:574] : INFO : Epoch 1713 | loss: 0.0311974 | val_loss: 0.0311953 | Time: 6034.32 ms [2022-04-25 14:27:17 main:574] : INFO : Epoch 1714 | loss: 0.0311976 | val_loss: 0.0311952 | Time: 5953.02 ms [2022-04-25 14:27:23 main:574] : INFO : Epoch 1715 | loss: 0.0311976 | val_loss: 0.0311956 | Time: 5997.64 ms [2022-04-25 14:27:30 main:574] : INFO : Epoch 1716 | loss: 0.0311973 | val_loss: 0.0311949 | Time: 6093.42 ms [2022-04-25 14:27:36 main:574] : INFO : Epoch 1717 | loss: 0.0311982 | val_loss: 0.0311959 | Time: 6094.55 ms [2022-04-25 14:27:43 main:574] : INFO : Epoch 1718 | loss: 0.031197 | val_loss: 0.031195 | Time: 5949.27 ms [2022-04-25 14:27:49 main:574] : INFO : Epoch 1719 | loss: 0.0311979 | val_loss: 0.0311981 | Time: 6187.17 ms [2022-04-25 14:27:56 main:574] : INFO : Epoch 1720 | loss: 0.0311985 | val_loss: 0.0311979 | Time: 6169.44 ms [2022-04-25 14:28:02 main:574] : INFO : Epoch 1721 | loss: 0.0311983 | val_loss: 0.0311947 | Time: 6167.24 ms [2022-04-25 14:28:09 main:574] : INFO : Epoch 1722 | loss: 0.031197 | val_loss: 0.0311962 | Time: 6171.21 ms [2022-04-25 14:28:15 main:574] : INFO : Epoch 1723 | loss: 0.0311971 | val_loss: 0.0311943 | Time: 5826.66 ms [2022-04-25 14:28:21 main:574] : INFO : Epoch 1724 | loss: 0.0311965 | val_loss: 0.0311953 | Time: 5901.35 ms [2022-04-25 14:28:28 main:574] : INFO : Epoch 1725 | loss: 0.0311963 | val_loss: 0.0311946 | Time: 6057.47 ms [2022-04-25 14:28:34 main:574] : INFO : Epoch 1726 | loss: 0.0311964 | val_loss: 0.0311956 | Time: 6156.61 ms [2022-04-25 14:28:41 main:574] : INFO : Epoch 1727 | loss: 0.031197 | val_loss: 0.0311946 | Time: 6193.49 ms [2022-04-25 14:28:47 main:574] : INFO : Epoch 1728 | loss: 0.0311969 | val_loss: 0.0311956 | Time: 6048.42 ms [2022-04-25 14:28:54 main:574] : INFO : Epoch 1729 | loss: 0.0311975 | val_loss: 0.031196 | Time: 6096.18 ms [2022-04-25 14:29:01 main:574] : INFO : Epoch 1730 | loss: 0.0311962 | val_loss: 0.031194 | Time: 6162.05 ms [2022-04-25 14:29:07 main:574] : INFO : Epoch 1731 | loss: 0.0311961 | val_loss: 0.0311941 | Time: 6138.5 ms [2022-04-25 14:29:13 main:574] : INFO : Epoch 1732 | loss: 0.0311959 | val_loss: 0.0311937 | Time: 6008.68 ms [2022-04-25 14:29:20 main:574] : INFO : Epoch 1733 | loss: 0.0311966 | val_loss: 0.0311948 | Time: 6120.77 ms [2022-04-25 14:29:26 main:574] : INFO : Epoch 1734 | loss: 0.0311958 | val_loss: 0.0311958 | Time: 6044.93 ms [2022-04-25 14:29:33 main:574] : INFO : Epoch 1735 | loss: 0.0311965 | val_loss: 0.0311964 | Time: 6131.98 ms [2022-04-25 14:29:39 main:574] : INFO : Epoch 1736 | loss: 0.0311962 | val_loss: 0.0311931 | Time: 6092.38 ms [2022-04-25 14:29:46 main:574] : INFO : Epoch 1737 | loss: 0.031197 | val_loss: 0.0311951 | Time: 6178.4 ms [2022-04-25 14:29:52 main:574] : INFO : Epoch 1738 | loss: 0.0311966 | val_loss: 0.0311929 | Time: 6171.41 ms [2022-04-25 14:29:58 main:574] : INFO : Epoch 1739 | loss: 0.0311954 | val_loss: 0.0311953 | Time: 6118.16 ms [2022-04-25 14:30:05 main:574] : INFO : Epoch 1740 | loss: 0.0311968 | val_loss: 0.031198 | Time: 5994.7 ms [2022-04-25 14:30:12 main:574] : INFO : Epoch 1741 | loss: 0.031196 | val_loss: 0.0311939 | Time: 6161.15 ms [2022-04-25 14:30:18 main:574] : INFO : Epoch 1742 | loss: 0.031195 | val_loss: 0.0311939 | Time: 6026.75 ms [2022-04-25 14:30:24 main:574] : INFO : Epoch 1743 | loss: 0.0311959 | val_loss: 0.0311929 | Time: 6146.02 ms [2022-04-25 14:30:30 main:574] : INFO : Epoch 1744 | loss: 0.0311957 | val_loss: 0.0311926 | Time: 6148.99 ms [2022-04-25 14:30:36 main:574] : INFO : Epoch 1745 | loss: 0.0311961 | val_loss: 0.0311929 | Time: 6058.01 ms [2022-04-25 14:30:43 main:574] : INFO : Epoch 1746 | loss: 0.0311954 | val_loss: 0.0311938 | Time: 6170.27 ms [2022-04-25 14:30:49 main:574] : INFO : Epoch 1747 | loss: 0.0311965 | val_loss: 0.0311946 | Time: 6049.71 ms [2022-04-25 14:30:58 main:574] : INFO : Epoch 1748 | loss: 0.0311953 | val_loss: 0.0311929 | Time: 6152.13 ms [2022-04-25 14:31:04 main:574] : INFO : Epoch 1749 | loss: 0.0311954 | val_loss: 0.0311926 | Time: 6035.51 ms [2022-04-25 14:31:11 main:574] : INFO : Epoch 1750 | loss: 0.0311951 | val_loss: 0.0311919 | Time: 6125.41 ms [2022-04-25 14:31:19 main:574] : INFO : Epoch 1751 | loss: 0.0311945 | val_loss: 0.031192 | Time: 6144.06 ms [2022-04-25 14:31:27 main:574] : INFO : Epoch 1752 | loss: 0.0311947 | val_loss: 0.0311946 | Time: 6193.82 ms [2022-04-25 14:31:33 main:574] : INFO : Epoch 1753 | loss: 0.0311952 | val_loss: 0.0311921 | Time: 5769.6 ms [2022-04-25 14:31:39 main:574] : INFO : Epoch 1754 | loss: 0.0311942 | val_loss: 0.031193 | Time: 6158.82 ms [2022-04-25 14:31:45 main:574] : INFO : Epoch 1755 | loss: 0.0311957 | val_loss: 0.0311925 | Time: 6001.51 ms [2022-04-25 14:31:52 main:574] : INFO : Epoch 1756 | loss: 0.0311951 | val_loss: 0.0311913 | Time: 6182.83 ms [2022-04-25 14:31:59 main:574] : INFO : Epoch 1757 | loss: 0.0311934 | val_loss: 0.0311912 | Time: 6012.77 ms [2022-04-25 14:32:06 main:574] : INFO : Epoch 1758 | loss: 0.0311935 | val_loss: 0.0311908 | Time: 6121.94 ms [2022-04-25 14:32:12 main:574] : INFO : Epoch 1759 | loss: 0.0311933 | val_loss: 0.0311908 | Time: 6204.02 ms [2022-04-25 14:32:19 main:574] : INFO : Epoch 1760 | loss: 0.0311936 | val_loss: 0.0311925 | Time: 6125.54 ms [2022-04-25 14:32:26 main:574] : INFO : Epoch 1761 | loss: 0.0311931 | val_loss: 0.031191 | Time: 6132.6 ms [2022-04-25 14:32:32 main:574] : INFO : Epoch 1762 | loss: 0.0311942 | val_loss: 0.0311904 | Time: 6159.09 ms [2022-04-25 14:32:39 main:574] : INFO : Epoch 1763 | loss: 0.0311951 | val_loss: 0.031191 | Time: 6142.56 ms [2022-04-25 14:32:46 main:574] : INFO : Epoch 1764 | loss: 0.0311927 | val_loss: 0.0311906 | Time: 6066.84 ms [2022-04-25 14:32:53 main:574] : INFO : Epoch 1765 | loss: 0.031193 | val_loss: 0.0311903 | Time: 5944.86 ms [2022-04-25 14:33:00 main:574] : INFO : Epoch 1766 | loss: 0.0311929 | val_loss: 0.0311917 | Time: 5791.8 ms [2022-04-25 14:33:08 main:574] : INFO : Epoch 1767 | loss: 0.0311927 | val_loss: 0.0311908 | Time: 5984.71 ms [2022-04-25 14:33:16 main:574] : INFO : Epoch 1768 | loss: 0.0311924 | val_loss: 0.0311908 | Time: 6070.74 ms [2022-04-25 14:33:24 main:574] : INFO : Epoch 1769 | loss: 0.0311935 | val_loss: 0.0311906 | Time: 5962.8 ms [2022-04-25 14:33:31 main:574] : INFO : Epoch 1770 | loss: 0.0311929 | val_loss: 0.03119 | Time: 5998.48 ms [2022-04-25 14:33:39 main:574] : INFO : Epoch 1771 | loss: 0.0311934 | val_loss: 0.031192 | Time: 5973.19 ms [2022-04-25 14:33:45 main:574] : INFO : Epoch 1772 | loss: 0.0311928 | val_loss: 0.0311929 | Time: 6084.07 ms [2022-04-25 14:33:51 main:574] : INFO : Epoch 1773 | loss: 0.0311924 | val_loss: 0.0311948 | Time: 6047.24 ms [2022-04-25 14:33:58 main:574] : INFO : Epoch 1774 | loss: 0.0311945 | val_loss: 0.0311943 | Time: 6140.58 ms [2022-04-25 14:34:06 main:574] : INFO : Epoch 1775 | loss: 0.0311925 | val_loss: 0.0311907 | Time: 6164.86 ms [2022-04-25 14:34:13 main:574] : INFO : Epoch 1776 | loss: 0.0311927 | val_loss: 0.0311902 | Time: 6060.02 ms [2022-04-25 14:34:20 main:574] : INFO : Epoch 1777 | loss: 0.0311942 | val_loss: 0.0311904 | Time: 6037.13 ms [2022-04-25 14:34:26 main:574] : INFO : Epoch 1778 | loss: 0.0311928 | val_loss: 0.0311904 | Time: 6113.85 ms [2022-04-25 14:34:34 main:574] : INFO : Epoch 1779 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 5529.08 ms [2022-04-25 14:34:42 main:574] : INFO : Epoch 1780 | loss: 0.0311942 | val_loss: 0.0311924 | Time: 5767.38 ms [2022-04-25 14:34:50 main:574] : INFO : Epoch 1781 | loss: 0.0311931 | val_loss: 0.0311921 | Time: 6013.67 ms [2022-04-25 14:34:58 main:574] : INFO : Epoch 1782 | loss: 0.0311923 | val_loss: 0.0311921 | Time: 6193.67 ms [2022-04-25 14:35:05 main:574] : INFO : Epoch 1783 | loss: 0.0311924 | val_loss: 0.0311908 | Time: 6260.87 ms [2022-04-25 14:35:11 main:574] : INFO : Epoch 1784 | loss: 0.0311929 | val_loss: 0.031192 | Time: 5590.37 ms [2022-04-25 14:35:18 main:574] : INFO : Epoch 1785 | loss: 0.0311941 | val_loss: 0.0311951 | Time: 6197.94 ms [2022-04-25 14:35:26 main:574] : INFO : Epoch 1786 | loss: 0.0311947 | val_loss: 0.0311906 | Time: 6126.81 ms [2022-04-25 14:35:32 main:574] : INFO : Epoch 1787 | loss: 0.0311943 | val_loss: 0.031191 | Time: 5961.31 ms [2022-04-25 14:35:38 main:574] : INFO : Epoch 1788 | loss: 0.0311953 | val_loss: 0.0311984 | Time: 5895.31 ms [2022-04-25 14:35:45 main:574] : INFO : Epoch 1789 | loss: 0.0311934 | val_loss: 0.0311911 | Time: 5708.72 ms [2022-04-25 14:35:51 main:574] : INFO : Epoch 1790 | loss: 0.0311917 | val_loss: 0.0311922 | Time: 5887.92 ms [2022-04-25 14:35:57 main:574] : INFO : Epoch 1791 | loss: 0.0311934 | val_loss: 0.0311919 | Time: 6121.47 ms [2022-04-25 14:36:03 main:574] : INFO : Epoch 1792 | loss: 0.0311943 | val_loss: 0.0311965 | Time: 5947.04 ms [2022-04-25 14:36:10 main:574] : INFO : Epoch 1793 | loss: 0.0311974 | val_loss: 0.0311914 | Time: 6101.93 ms [2022-04-25 14:36:16 main:574] : INFO : Epoch 1794 | loss: 0.0311937 | val_loss: 0.0311957 | Time: 5852.67 ms [2022-04-25 14:36:23 main:574] : INFO : Epoch 1795 | loss: 0.031195 | val_loss: 0.0311917 | Time: 6162.75 ms [2022-04-25 14:36:27 main:574] : INFO : Epoch 1796 | loss: 0.0311933 | val_loss: 0.0311899 | Time: 4054.12 ms [2022-04-25 14:36:34 main:574] : INFO : Epoch 1797 | loss: 0.0311927 | val_loss: 0.0311954 | Time: 6190.37 ms [2022-04-25 14:36:40 main:574] : INFO : Epoch 1798 | loss: 0.0311919 | val_loss: 0.0311892 | Time: 6077.34 ms [2022-04-25 14:36:47 main:574] : INFO : Epoch 1799 | loss: 0.0311916 | val_loss: 0.031195 | Time: 6149.81 ms [2022-04-25 14:36:54 main:574] : INFO : Epoch 1800 | loss: 0.031192 | val_loss: 0.0311891 | Time: 5931.37 ms [2022-04-25 14:37:01 main:574] : INFO : Epoch 1801 | loss: 0.0311919 | val_loss: 0.0311901 | Time: 6175.38 ms [2022-04-25 14:37:09 main:574] : INFO : Epoch 1802 | loss: 0.0311916 | val_loss: 0.0311895 | Time: 6143.76 ms [2022-04-25 14:37:15 main:574] : INFO : Epoch 1803 | loss: 0.0311925 | val_loss: 0.0311885 | Time: 6012.68 ms [2022-04-25 14:37:21 main:574] : INFO : Epoch 1804 | loss: 0.031191 | val_loss: 0.0311885 | Time: 6064.06 ms [2022-04-25 14:37:28 main:574] : INFO : Epoch 1805 | loss: 0.0311911 | val_loss: 0.031189 | Time: 6100.43 ms [2022-04-25 14:37:34 main:574] : INFO : Epoch 1806 | loss: 0.0311906 | val_loss: 0.0311902 | Time: 6075.64 ms [2022-04-25 14:37:40 main:574] : INFO : Epoch 1807 | loss: 0.0311938 | val_loss: 0.0311919 | Time: 5821.6 ms [2022-04-25 14:37:47 main:574] : INFO : Epoch 1808 | loss: 0.0311944 | val_loss: 0.0311936 | Time: 6043.68 ms [2022-04-25 14:37:54 main:574] : INFO : Epoch 1809 | loss: 0.0311917 | val_loss: 0.0311934 | Time: 6028.15 ms [2022-04-25 14:38:01 main:574] : INFO : Epoch 1810 | loss: 0.031195 | val_loss: 0.0311888 | Time: 6134.94 ms [2022-04-25 14:38:07 main:574] : INFO : Epoch 1811 | loss: 0.031193 | val_loss: 0.0311935 | Time: 6196.53 ms [2022-04-25 14:38:13 main:574] : INFO : Epoch 1812 | loss: 0.0311936 | val_loss: 0.0311922 | Time: 5876.74 ms [2022-04-25 14:38:20 main:574] : INFO : Epoch 1813 | loss: 0.0311921 | val_loss: 0.0311924 | Time: 6041.54 ms [2022-04-25 14:38:26 main:574] : INFO : Epoch 1814 | loss: 0.0311915 | val_loss: 0.0311889 | Time: 6026.39 ms [2022-04-25 14:38:34 main:574] : INFO : Epoch 1815 | loss: 0.0311928 | val_loss: 0.0311879 | Time: 6753.11 ms [2022-04-25 14:38:40 main:574] : INFO : Epoch 1816 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 6052.04 ms [2022-04-25 14:38:47 main:574] : INFO : Epoch 1817 | loss: 0.03119 | val_loss: 0.0311894 | Time: 6076.5 ms [2022-04-25 14:38:53 main:574] : INFO : Epoch 1818 | loss: 0.0311911 | val_loss: 0.0311879 | Time: 5866.97 ms [2022-04-25 14:39:00 main:574] : INFO : Epoch 1819 | loss: 0.0311923 | val_loss: 0.0311917 | Time: 6182.96 ms [2022-04-25 14:39:07 main:574] : INFO : Epoch 1820 | loss: 0.0311902 | val_loss: 0.0311893 | Time: 6935.11 ms [2022-04-25 14:39:14 main:574] : INFO : Epoch 1821 | loss: 0.0311894 | val_loss: 0.031188 | Time: 5837.44 ms [2022-04-25 14:39:20 main:574] : INFO : Epoch 1822 | loss: 0.0311906 | val_loss: 0.0311957 | Time: 5912.55 ms [2022-04-25 14:39:27 main:574] : INFO : Epoch 1823 | loss: 0.0311915 | val_loss: 0.0311904 | Time: 6100.54 ms [2022-04-25 14:39:34 main:574] : INFO : Epoch 1824 | loss: 0.0311904 | val_loss: 0.0311875 | Time: 6213.76 ms [2022-04-25 14:39:41 main:574] : INFO : Epoch 1825 | loss: 0.0311907 | val_loss: 0.0311912 | Time: 6176.41 ms [2022-04-25 14:39:49 main:574] : INFO : Epoch 1826 | loss: 0.0311908 | val_loss: 0.0311896 | Time: 6178.61 ms [2022-04-25 14:39:56 main:574] : INFO : Epoch 1827 | loss: 0.0311904 | val_loss: 0.0311876 | Time: 5944.45 ms [2022-04-25 14:40:03 main:574] : INFO : Epoch 1828 | loss: 0.0311894 | val_loss: 0.0311911 | Time: 5945.98 ms [2022-04-25 14:40:10 main:574] : INFO : Epoch 1829 | loss: 0.0311905 | val_loss: 0.0311899 | Time: 5930.91 ms [2022-04-25 14:40:17 main:574] : INFO : Epoch 1830 | loss: 0.0311899 | val_loss: 0.0311879 | Time: 6042.44 ms [2022-04-25 14:40:24 main:574] : INFO : Epoch 1831 | loss: 0.031189 | val_loss: 0.0311875 | Time: 5990.04 ms [2022-04-25 14:40:30 main:574] : INFO : Epoch 1832 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 6177.83 ms [2022-04-25 14:40:37 main:574] : INFO : Epoch 1833 | loss: 0.0311926 | val_loss: 0.0311949 | Time: 5965.38 ms [2022-04-25 14:40:44 main:574] : INFO : Epoch 1834 | loss: 0.0311901 | val_loss: 0.0311876 | Time: 6043.65 ms [2022-04-25 14:40:50 main:574] : INFO : Epoch 1835 | loss: 0.0311892 | val_loss: 0.0311932 | Time: 5817.79 ms [2022-04-25 14:40:57 main:574] : INFO : Epoch 1836 | loss: 0.0311919 | val_loss: 0.0311908 | Time: 6122.77 ms [2022-04-25 14:41:04 main:574] : INFO : Epoch 1837 | loss: 0.031191 | val_loss: 0.0311925 | Time: 6154.73 ms [2022-04-25 14:41:11 main:574] : INFO : Epoch 1838 | loss: 0.0311903 | val_loss: 0.0311916 | Time: 5785.46 ms [2022-04-25 14:41:19 main:574] : INFO : Epoch 1839 | loss: 0.0311904 | val_loss: 0.0311891 | Time: 5894.91 ms [2022-04-25 14:41:25 main:574] : INFO : Epoch 1840 | loss: 0.0311893 | val_loss: 0.0311914 | Time: 6061.33 ms [2022-04-25 14:41:32 main:574] : INFO : Epoch 1841 | loss: 0.0311898 | val_loss: 0.031189 | Time: 6055.52 ms [2022-04-25 14:41:39 main:574] : INFO : Epoch 1842 | loss: 0.0311901 | val_loss: 0.031191 | Time: 6227.31 ms [2022-04-25 14:41:46 main:574] : INFO : Epoch 1843 | loss: 0.03119 | val_loss: 0.031195 | Time: 6145.77 ms [2022-04-25 14:41:52 main:574] : INFO : Epoch 1844 | loss: 0.0311891 | val_loss: 0.0311873 | Time: 5932.2 ms [2022-04-25 14:41:59 main:574] : INFO : Epoch 1845 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 6069.26 ms [2022-04-25 14:42:05 main:574] : INFO : Epoch 1846 | loss: 0.0311884 | val_loss: 0.0311887 | Time: 6103.23 ms [2022-04-25 14:42:12 main:574] : INFO : Epoch 1847 | loss: 0.0311895 | val_loss: 0.0311904 | Time: 6230.13 ms [2022-04-25 14:42:19 main:574] : INFO : Epoch 1848 | loss: 0.0311902 | val_loss: 0.0311906 | Time: 6260.43 ms [2022-04-25 14:42:25 main:574] : INFO : Epoch 1849 | loss: 0.0311911 | val_loss: 0.0312001 | Time: 6072.63 ms [2022-04-25 14:42:32 main:574] : INFO : Epoch 1850 | loss: 0.0311926 | val_loss: 0.0311909 | Time: 6066.06 ms [2022-04-25 14:42:38 main:574] : INFO : Epoch 1851 | loss: 0.0311889 | val_loss: 0.0311873 | Time: 6220.24 ms [2022-04-25 14:42:45 main:574] : INFO : Epoch 1852 | loss: 0.0311879 | val_loss: 0.0311893 | Time: 6060.37 ms [2022-04-25 14:42:53 main:574] : INFO : Epoch 1853 | loss: 0.0311906 | val_loss: 0.0311957 | Time: 6208.59 ms [2022-04-25 14:42:59 main:574] : INFO : Epoch 1854 | loss: 0.0311967 | val_loss: 0.0312012 | Time: 5611.27 ms [2022-04-25 14:43:05 main:574] : INFO : Epoch 1855 | loss: 0.0311958 | val_loss: 0.0311936 | Time: 6106.42 ms [2022-04-25 14:43:12 main:574] : INFO : Epoch 1856 | loss: 0.0311906 | val_loss: 0.0311884 | Time: 6143.18 ms [2022-04-25 14:43:19 main:574] : INFO : Epoch 1857 | loss: 0.0311882 | val_loss: 0.0311884 | Time: 6176.04 ms [2022-04-25 14:43:26 main:574] : INFO : Epoch 1858 | loss: 0.0311876 | val_loss: 0.0311875 | Time: 6070.77 ms [2022-04-25 14:43:32 main:574] : INFO : Epoch 1859 | loss: 0.0311872 | val_loss: 0.0311883 | Time: 5700.58 ms [2022-04-25 14:43:38 main:574] : INFO : Epoch 1860 | loss: 0.0311898 | val_loss: 0.0311925 | Time: 6078.39 ms [2022-04-25 14:43:44 main:574] : INFO : Epoch 1861 | loss: 0.0311911 | val_loss: 0.0311888 | Time: 6118.86 ms [2022-04-25 14:43:51 main:574] : INFO : Epoch 1862 | loss: 0.0311909 | val_loss: 0.0311947 | Time: 6155.25 ms [2022-04-25 14:43:59 main:574] : INFO : Epoch 1863 | loss: 0.0311891 | val_loss: 0.0311882 | Time: 6011.21 ms [2022-04-25 14:44:06 main:574] : INFO : Epoch 1864 | loss: 0.0311877 | val_loss: 0.0311912 | Time: 6038.15 ms [2022-04-25 14:44:12 main:574] : INFO : Epoch 1865 | loss: 0.0311963 | val_loss: 0.0312058 | Time: 6157.37 ms [2022-04-25 14:44:19 main:574] : INFO : Epoch 1866 | loss: 0.0311948 | val_loss: 0.0311934 | Time: 6220.17 ms [2022-04-25 14:44:25 main:574] : INFO : Epoch 1867 | loss: 0.0311948 | val_loss: 0.0311877 | Time: 6083.27 ms [2022-04-25 14:44:34 main:574] : INFO : Epoch 1868 | loss: 0.0311925 | val_loss: 0.0311903 | Time: 6110.8 ms [2022-04-25 14:44:41 main:574] : INFO : Epoch 1869 | loss: 0.0311881 | val_loss: 0.0311891 | Time: 6180.35 ms [2022-04-25 14:44:47 main:574] : INFO : Epoch 1870 | loss: 0.0311896 | val_loss: 0.0311903 | Time: 5754.02 ms [2022-04-25 14:44:53 main:574] : INFO : Epoch 1871 | loss: 0.0311881 | val_loss: 0.0311878 | Time: 6215.03 ms [2022-04-25 14:45:00 main:574] : INFO : Epoch 1872 | loss: 0.0311893 | val_loss: 0.0311886 | Time: 6118.86 ms [2022-04-25 14:45:06 main:574] : INFO : Epoch 1873 | loss: 0.031188 | val_loss: 0.0311879 | Time: 5474.28 ms [2022-04-25 14:45:13 main:574] : INFO : Epoch 1874 | loss: 0.0311879 | val_loss: 0.031191 | Time: 5756.84 ms [2022-04-25 14:45:20 main:574] : INFO : Epoch 1875 | loss: 0.0311885 | val_loss: 0.0311883 | Time: 5976.39 ms [2022-04-25 14:45:26 main:574] : INFO : Epoch 1876 | loss: 0.0311887 | val_loss: 0.0311933 | Time: 5978.38 ms [2022-04-25 14:45:33 main:574] : INFO : Epoch 1877 | loss: 0.0311916 | val_loss: 0.0311932 | Time: 6105.45 ms [2022-04-25 14:45:40 main:574] : INFO : Epoch 1878 | loss: 0.0311899 | val_loss: 0.0311895 | Time: 6031.31 ms [2022-04-25 14:45:47 main:574] : INFO : Epoch 1879 | loss: 0.0311878 | val_loss: 0.0311902 | Time: 6071.06 ms [2022-04-25 14:45:55 main:574] : INFO : Epoch 1880 | loss: 0.0311882 | val_loss: 0.0311879 | Time: 6117.53 ms [2022-04-25 14:46:04 main:574] : INFO : Epoch 1881 | loss: 0.0311883 | val_loss: 0.031191 | Time: 6038.24 ms [2022-04-25 14:46:10 main:574] : INFO : Epoch 1882 | loss: 0.0311876 | val_loss: 0.0311885 | Time: 5975.28 ms [2022-04-25 14:46:19 main:574] : INFO : Epoch 1883 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 5951.07 ms [2022-04-25 14:46:28 main:574] : INFO : Epoch 1884 | loss: 0.031189 | val_loss: 0.0311938 | Time: 6249.89 ms [2022-04-25 14:46:35 main:574] : INFO : Epoch 1885 | loss: 0.0311882 | val_loss: 0.0311918 | Time: 5704.6 ms [2022-04-25 14:46:44 main:574] : INFO : Epoch 1886 | loss: 0.0311906 | val_loss: 0.0311934 | Time: 6239.51 ms [2022-04-25 14:46:50 main:574] : INFO : Epoch 1887 | loss: 0.0311899 | val_loss: 0.0311885 | Time: 5983.77 ms [2022-04-25 14:47:00 main:574] : INFO : Epoch 1888 | loss: 0.0311909 | val_loss: 0.0311916 | Time: 6173.89 ms [2022-04-25 14:47:06 main:574] : INFO : Epoch 1889 | loss: 0.0311902 | val_loss: 0.0311944 | Time: 5965.72 ms [2022-04-25 14:47:12 main:574] : INFO : Epoch 1890 | loss: 0.0311909 | val_loss: 0.031187 | Time: 6005.73 ms [2022-04-25 14:47:21 main:574] : INFO : Epoch 1891 | loss: 0.0311883 | val_loss: 0.0311878 | Time: 6002.21 ms [2022-04-25 14:47:27 main:574] : INFO : Epoch 1892 | loss: 0.0311882 | val_loss: 0.031189 | Time: 5593.4 ms [2022-04-25 14:47:35 main:574] : INFO : Epoch 1893 | loss: 0.0311906 | val_loss: 0.0311891 | Time: 5802.48 ms [2022-04-25 14:47:42 main:574] : INFO : Epoch 1894 | loss: 0.0311873 | val_loss: 0.0311876 | Time: 6034.25 ms [2022-04-25 14:47:49 main:574] : INFO : Epoch 1895 | loss: 0.031187 | val_loss: 0.0311874 | Time: 5853.9 ms [2022-04-25 14:47:56 main:574] : INFO : Epoch 1896 | loss: 0.0311869 | val_loss: 0.0311901 | Time: 5893.6 ms [2022-04-25 14:48:03 main:574] : INFO : Epoch 1897 | loss: 0.031188 | val_loss: 0.0311869 | Time: 6092.46 ms [2022-04-25 14:48:11 main:574] : INFO : Epoch 1898 | loss: 0.0311864 | val_loss: 0.031188 | Time: 5777.52 ms [2022-04-25 14:48:18 main:574] : INFO : Epoch 1899 | loss: 0.0311877 | val_loss: 0.03119 | Time: 5971.34 ms [2022-04-25 14:48:26 main:574] : INFO : Epoch 1900 | loss: 0.031187 | val_loss: 0.0311911 | Time: 5605.32 ms [2022-04-25 14:48:32 main:574] : INFO : Epoch 1901 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 5594.54 ms [2022-04-25 14:48:38 main:574] : INFO : Epoch 1902 | loss: 0.0311867 | val_loss: 0.0311887 | Time: 5713.54 ms [2022-04-25 14:48:46 main:574] : INFO : Epoch 1903 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 6149.78 ms [2022-04-25 14:48:55 main:574] : INFO : Epoch 1904 | loss: 0.0311864 | val_loss: 0.0311872 | Time: 5942.51 ms [2022-04-25 14:49:03 main:574] : INFO : Epoch 1905 | loss: 0.0311863 | val_loss: 0.0311913 | Time: 5646.93 ms [2022-04-25 14:49:09 main:574] : INFO : Epoch 1906 | loss: 0.0311884 | val_loss: 0.0311917 | Time: 5831.77 ms [2022-04-25 14:49:19 main:574] : INFO : Epoch 1907 | loss: 0.0311878 | val_loss: 0.0311889 | Time: 6280.27 ms [2022-04-25 14:49:26 main:574] : INFO : Epoch 1908 | loss: 0.0311872 | val_loss: 0.0311891 | Time: 5968.52 ms [2022-04-25 14:49:33 main:574] : INFO : Epoch 1909 | loss: 0.0311877 | val_loss: 0.0311904 | Time: 5832.98 ms [2022-04-25 14:49:40 main:574] : INFO : Epoch 1910 | loss: 0.0311883 | val_loss: 0.0311933 | Time: 6051.27 ms [2022-04-25 14:49:47 main:574] : INFO : Epoch 1911 | loss: 0.0311867 | val_loss: 0.0311869 | Time: 5596.92 ms [2022-04-25 14:49:54 main:574] : INFO : Epoch 1912 | loss: 0.0311865 | val_loss: 0.031187 | Time: 6092.1 ms [2022-04-25 14:50:01 main:574] : INFO : Epoch 1913 | loss: 0.0311869 | val_loss: 0.0311875 | Time: 5841.01 ms [2022-04-25 14:50:08 main:574] : INFO : Epoch 1914 | loss: 0.0311867 | val_loss: 0.0311871 | Time: 6238.04 ms [2022-04-25 14:50:15 main:574] : INFO : Epoch 1915 | loss: 0.0311858 | val_loss: 0.0311869 | Time: 6207.25 ms [2022-04-25 14:50:19 main:574] : INFO : Epoch 1916 | loss: 0.0311864 | val_loss: 0.0311891 | Time: 4261.43 ms [2022-04-25 14:50:26 main:574] : INFO : Epoch 1917 | loss: 0.0311874 | val_loss: 0.0311995 | Time: 5707.82 ms [2022-04-25 14:50:32 main:574] : INFO : Epoch 1918 | loss: 0.0311876 | val_loss: 0.0311891 | Time: 5925.17 ms [2022-04-25 14:50:39 main:574] : INFO : Epoch 1919 | loss: 0.0311866 | val_loss: 0.0311871 | Time: 6056.66 ms [2022-04-25 14:50:46 main:574] : INFO : Epoch 1920 | loss: 0.0311854 | val_loss: 0.0311872 | Time: 6297.26 ms [2022-04-25 14:50:53 main:574] : INFO : Epoch 1921 | loss: 0.0311859 | val_loss: 0.0311868 | Time: 6051.09 ms [2022-04-25 14:51:01 main:574] : INFO : Epoch 1922 | loss: 0.0311864 | val_loss: 0.0311878 | Time: 6136.41 ms [2022-04-25 14:51:09 main:574] : INFO : Epoch 1923 | loss: 0.0311862 | val_loss: 0.0311909 | Time: 5844.29 ms [2022-04-25 14:51:16 main:574] : INFO : Epoch 1924 | loss: 0.0311866 | val_loss: 0.031189 | Time: 5904.2 ms [2022-04-25 14:51:22 main:574] : INFO : Epoch 1925 | loss: 0.0311869 | val_loss: 0.0311912 | Time: 6146 ms [2022-04-25 14:51:29 main:574] : INFO : Epoch 1926 | loss: 0.0311854 | val_loss: 0.0311881 | Time: 6102.34 ms [2022-04-25 14:51:35 main:574] : INFO : Epoch 1927 | loss: 0.031188 | val_loss: 0.0311912 | Time: 6010.97 ms [2022-04-25 14:51:43 main:574] : INFO : Epoch 1928 | loss: 0.0311867 | val_loss: 0.0311874 | Time: 6066.82 ms [2022-04-25 14:51:49 main:574] : INFO : Epoch 1929 | loss: 0.0311868 | val_loss: 0.0311924 | Time: 5977.81 ms [2022-04-25 14:51:57 main:574] : INFO : Epoch 1930 | loss: 0.0311886 | val_loss: 0.0311884 | Time: 5944.31 ms [2022-04-25 14:52:04 main:574] : INFO : Epoch 1931 | loss: 0.0311867 | val_loss: 0.0311925 | Time: 6430.1 ms [2022-04-25 14:52:11 main:574] : INFO : Epoch 1932 | loss: 0.0311868 | val_loss: 0.031191 | Time: 6124.2 ms [2022-04-25 14:52:17 main:574] : INFO : Epoch 1933 | loss: 0.0311859 | val_loss: 0.0311879 | Time: 6135.58 ms [2022-04-25 14:52:24 main:574] : INFO : Epoch 1934 | loss: 0.0311864 | val_loss: 0.0311887 | Time: 6159.05 ms [2022-04-25 14:52:30 main:574] : INFO : Epoch 1935 | loss: 0.0311862 | val_loss: 0.0311905 | Time: 6049.68 ms [2022-04-25 14:52:39 main:574] : INFO : Epoch 1936 | loss: 0.0311889 | val_loss: 0.031193 | Time: 6111.88 ms [2022-04-25 14:52:46 main:574] : INFO : Epoch 1937 | loss: 0.0311872 | val_loss: 0.0311866 | Time: 6065.79 ms [2022-04-25 14:52:54 main:574] : INFO : Epoch 1938 | loss: 0.0311873 | val_loss: 0.0311879 | Time: 6082.75 ms [2022-04-25 14:53:01 main:574] : INFO : Epoch 1939 | loss: 0.0311863 | val_loss: 0.0311926 | Time: 5844.99 ms [2022-04-25 14:53:10 main:574] : INFO : Epoch 1940 | loss: 0.0311854 | val_loss: 0.0311874 | Time: 6065.03 ms [2022-04-25 14:53:17 main:574] : INFO : Epoch 1941 | loss: 0.031185 | val_loss: 0.0311873 | Time: 6028.14 ms [2022-04-25 14:53:24 main:574] : INFO : Epoch 1942 | loss: 0.0311849 | val_loss: 0.0311872 | Time: 6167.55 ms [2022-04-25 14:53:30 main:574] : INFO : Epoch 1943 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 6078.43 ms [2022-04-25 14:53:37 main:574] : INFO : Epoch 1944 | loss: 0.0311854 | val_loss: 0.0311874 | Time: 6102.34 ms [2022-04-25 14:53:44 main:574] : INFO : Epoch 1945 | loss: 0.0311856 | val_loss: 0.0311865 | Time: 5709.41 ms [2022-04-25 14:53:52 main:574] : INFO : Epoch 1946 | loss: 0.0311843 | val_loss: 0.0311872 | Time: 6062.36 ms [2022-04-25 14:53:59 main:574] : INFO : Epoch 1947 | loss: 0.0311845 | val_loss: 0.0311905 | Time: 6155.67 ms [2022-04-25 14:54:05 main:574] : INFO : Epoch 1948 | loss: 0.0311862 | val_loss: 0.0311927 | Time: 6295.5 ms [2022-04-25 14:54:12 main:574] : INFO : Epoch 1949 | loss: 0.0311854 | val_loss: 0.0311861 | Time: 5894.32 ms [2022-04-25 14:54:20 main:574] : INFO : Epoch 1950 | loss: 0.0311844 | val_loss: 0.0311883 | Time: 5630.67 ms [2022-04-25 14:54:27 main:574] : INFO : Epoch 1951 | loss: 0.0311864 | val_loss: 0.0311863 | Time: 6108.91 ms [2022-04-25 14:54:34 main:574] : INFO : Epoch 1952 | loss: 0.0311883 | val_loss: 0.0311901 | Time: 6080.03 ms [2022-04-25 14:54:41 main:574] : INFO : Epoch 1953 | loss: 0.0311856 | val_loss: 0.0311899 | Time: 6019.82 ms [2022-04-25 14:54:48 main:574] : INFO : Epoch 1954 | loss: 0.031185 | val_loss: 0.0311893 | Time: 5954.3 ms [2022-04-25 14:54:55 main:574] : INFO : Epoch 1955 | loss: 0.0311855 | val_loss: 0.0311889 | Time: 6011.32 ms [2022-04-25 14:55:02 main:574] : INFO : Epoch 1956 | loss: 0.0311862 | val_loss: 0.0311922 | Time: 6112.52 ms [2022-04-25 14:55:09 main:574] : INFO : Epoch 1957 | loss: 0.0311891 | val_loss: 0.031192 | Time: 6067.04 ms [2022-04-25 14:55:15 main:574] : INFO : Epoch 1958 | loss: 0.0311855 | val_loss: 0.0311863 | Time: 6083.21 ms [2022-04-25 14:55:22 main:574] : INFO : Epoch 1959 | loss: 0.0311838 | val_loss: 0.0311885 | Time: 5881.68 ms [2022-04-25 14:55:29 main:574] : INFO : Epoch 1960 | loss: 0.0311844 | val_loss: 0.0311907 | Time: 6029.24 ms [2022-04-25 14:55:35 main:574] : INFO : Epoch 1961 | loss: 0.0311867 | val_loss: 0.0311867 | Time: 6220.61 ms [2022-04-25 14:55:43 main:574] : INFO : Epoch 1962 | loss: 0.0311854 | val_loss: 0.0311893 | Time: 6230.17 ms [2022-04-25 14:55:50 main:574] : INFO : Epoch 1963 | loss: 0.0311857 | val_loss: 0.0311963 | Time: 6188.49 ms [2022-04-25 14:55:58 main:574] : INFO : Epoch 1964 | loss: 0.0311881 | val_loss: 0.0311959 | Time: 6084.88 ms [2022-04-25 14:56:04 main:574] : INFO : Epoch 1965 | loss: 0.031186 | val_loss: 0.0311901 | Time: 5952.75 ms [2022-04-25 14:56:13 main:574] : INFO : Epoch 1966 | loss: 0.0311835 | val_loss: 0.0311887 | Time: 5787.38 ms [2022-04-25 14:56:20 main:574] : INFO : Epoch 1967 | loss: 0.0311838 | val_loss: 0.0311891 | Time: 5899.05 ms [2022-04-25 14:56:26 main:574] : INFO : Epoch 1968 | loss: 0.0311846 | val_loss: 0.0311879 | Time: 5776.49 ms [2022-04-25 14:56:34 main:574] : INFO : Epoch 1969 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 6124.67 ms [2022-04-25 14:56:41 main:574] : INFO : Epoch 1970 | loss: 0.0311887 | val_loss: 0.0312079 | Time: 5954.35 ms [2022-04-25 14:56:49 main:574] : INFO : Epoch 1971 | loss: 0.0311939 | val_loss: 0.0311932 | Time: 6209.19 ms [2022-04-25 14:56:55 main:574] : INFO : Epoch 1972 | loss: 0.031186 | val_loss: 0.0311934 | Time: 5551.15 ms [2022-04-25 14:57:01 main:574] : INFO : Epoch 1973 | loss: 0.0311843 | val_loss: 0.0311871 | Time: 5999.79 ms [2022-04-25 14:57:09 main:574] : INFO : Epoch 1974 | loss: 0.0311823 | val_loss: 0.0311887 | Time: 6062.43 ms [2022-04-25 14:57:15 main:574] : INFO : Epoch 1975 | loss: 0.0311834 | val_loss: 0.0311871 | Time: 5925.7 ms [2022-04-25 14:57:24 main:574] : INFO : Epoch 1976 | loss: 0.0311821 | val_loss: 0.0311876 | Time: 6019.02 ms [2022-04-25 14:57:30 main:574] : INFO : Epoch 1977 | loss: 0.0311842 | val_loss: 0.0311869 | Time: 6164.44 ms [2022-04-25 14:57:39 main:574] : INFO : Epoch 1978 | loss: 0.031182 | val_loss: 0.0311872 | Time: 6128.88 ms [2022-04-25 14:57:45 main:574] : INFO : Epoch 1979 | loss: 0.0311821 | val_loss: 0.0311865 | Time: 6010.97 ms [2022-04-25 14:57:54 main:574] : INFO : Epoch 1980 | loss: 0.0311841 | val_loss: 0.031188 | Time: 5601.62 ms [2022-04-25 14:58:01 main:574] : INFO : Epoch 1981 | loss: 0.0311866 | val_loss: 0.0311927 | Time: 5836.17 ms [2022-04-25 14:58:08 main:574] : INFO : Epoch 1982 | loss: 0.0311839 | val_loss: 0.031188 | Time: 5610.47 ms [2022-04-25 14:58:15 main:574] : INFO : Epoch 1983 | loss: 0.031187 | val_loss: 0.0311887 | Time: 5893.83 ms [2022-04-25 14:58:22 main:574] : INFO : Epoch 1984 | loss: 0.0311834 | val_loss: 0.0311882 | Time: 5945.3 ms [2022-04-25 14:58:28 main:574] : INFO : Epoch 1985 | loss: 0.0311838 | val_loss: 0.0311877 | Time: 5742.38 ms [2022-04-25 14:58:34 main:574] : INFO : Epoch 1986 | loss: 0.0311821 | val_loss: 0.0311896 | Time: 5510.9 ms [2022-04-25 14:58:41 main:574] : INFO : Epoch 1987 | loss: 0.031183 | val_loss: 0.0311861 | Time: 5974.97 ms [2022-04-25 14:58:49 main:574] : INFO : Epoch 1988 | loss: 0.0311851 | val_loss: 0.0311932 | Time: 6038.41 ms [2022-04-25 14:58:56 main:574] : INFO : Epoch 1989 | loss: 0.0311829 | val_loss: 0.0311854 | Time: 6154.8 ms [2022-04-25 14:59:02 main:574] : INFO : Epoch 1990 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 6044.11 ms [2022-04-25 14:59:09 main:574] : INFO : Epoch 1991 | loss: 0.0311814 | val_loss: 0.0311879 | Time: 6025.89 ms [2022-04-25 14:59:15 main:574] : INFO : Epoch 1992 | loss: 0.0311831 | val_loss: 0.0311883 | Time: 5957.06 ms [2022-04-25 14:59:22 main:574] : INFO : Epoch 1993 | loss: 0.0311839 | val_loss: 0.0311893 | Time: 6040.47 ms [2022-04-25 14:59:29 main:574] : INFO : Epoch 1994 | loss: 0.0311814 | val_loss: 0.0311872 | Time: 6119.47 ms [2022-04-25 14:59:36 main:574] : INFO : Epoch 1995 | loss: 0.0311819 | val_loss: 0.0311884 | Time: 6214.81 ms [2022-04-25 14:59:42 main:574] : INFO : Epoch 1996 | loss: 0.0311844 | val_loss: 0.0311974 | Time: 6212.17 ms [2022-04-25 14:59:50 main:574] : INFO : Epoch 1997 | loss: 0.0311833 | val_loss: 0.0311895 | Time: 6151.24 ms [2022-04-25 14:59:57 main:574] : INFO : Epoch 1998 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 6007.39 ms [2022-04-25 15:00:04 main:574] : INFO : Epoch 1999 | loss: 0.0311832 | val_loss: 0.0311892 | Time: 6178.01 ms [2022-04-25 15:00:11 main:574] : INFO : Epoch 2000 | loss: 0.0311838 | val_loss: 0.0311886 | Time: 6000.86 ms [2022-04-25 15:00:17 main:574] : INFO : Epoch 2001 | loss: 0.0311826 | val_loss: 0.0311871 | Time: 5987.85 ms [2022-04-25 15:00:23 main:574] : INFO : Epoch 2002 | loss: 0.0311814 | val_loss: 0.0311882 | Time: 5776.58 ms [2022-04-25 15:00:30 main:574] : INFO : Epoch 2003 | loss: 0.031181 | val_loss: 0.0311906 | Time: 5887.37 ms [2022-04-25 15:00:37 main:574] : INFO : Epoch 2004 | loss: 0.0311826 | val_loss: 0.0311925 | Time: 6053.54 ms [2022-04-25 15:00:44 main:574] : INFO : Epoch 2005 | loss: 0.0311818 | val_loss: 0.0311877 | Time: 5968.34 ms [2022-04-25 15:00:50 main:574] : INFO : Epoch 2006 | loss: 0.0311839 | val_loss: 0.0311853 | Time: 5971.25 ms [2022-04-25 15:00:58 main:574] : INFO : Epoch 2007 | loss: 0.0311808 | val_loss: 0.0311886 | Time: 6168.35 ms [2022-04-25 15:01:04 main:574] : INFO : Epoch 2008 | loss: 0.0311813 | val_loss: 0.0311888 | Time: 5998.48 ms [2022-04-25 15:01:12 main:574] : INFO : Epoch 2009 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 6102.74 ms [2022-04-25 15:01:18 main:574] : INFO : Epoch 2010 | loss: 0.0311821 | val_loss: 0.0311872 | Time: 5978.33 ms [2022-04-25 15:01:24 main:574] : INFO : Epoch 2011 | loss: 0.0311843 | val_loss: 0.0311908 | Time: 6036.56 ms [2022-04-25 15:01:32 main:574] : INFO : Epoch 2012 | loss: 0.0311805 | val_loss: 0.0311861 | Time: 6189.58 ms [2022-04-25 15:01:38 main:574] : INFO : Epoch 2013 | loss: 0.0311796 | val_loss: 0.0311853 | Time: 6096.13 ms [2022-04-25 15:01:45 main:574] : INFO : Epoch 2014 | loss: 0.0311796 | val_loss: 0.031188 | Time: 5863.26 ms [2022-04-25 15:01:51 main:574] : INFO : Epoch 2015 | loss: 0.03118 | val_loss: 0.0311879 | Time: 5910.15 ms [2022-04-25 15:01:57 main:574] : INFO : Epoch 2016 | loss: 0.0311818 | val_loss: 0.0311872 | Time: 6261.59 ms [2022-04-25 15:02:05 main:574] : INFO : Epoch 2017 | loss: 0.0311806 | val_loss: 0.0311887 | Time: 6088.04 ms [2022-04-25 15:02:11 main:574] : INFO : Epoch 2018 | loss: 0.03118 | val_loss: 0.0311873 | Time: 6085.2 ms [2022-04-25 15:02:19 main:574] : INFO : Epoch 2019 | loss: 0.0311797 | val_loss: 0.0311891 | Time: 6040.77 ms [2022-04-25 15:02:25 main:574] : INFO : Epoch 2020 | loss: 0.0311806 | val_loss: 0.0311907 | Time: 6136.34 ms [2022-04-25 15:02:33 main:574] : INFO : Epoch 2021 | loss: 0.0311829 | val_loss: 0.0311865 | Time: 5681.57 ms [2022-04-25 15:02:40 main:574] : INFO : Epoch 2022 | loss: 0.0311802 | val_loss: 0.0311863 | Time: 6200.4 ms [2022-04-25 15:02:46 main:574] : INFO : Epoch 2023 | loss: 0.0311816 | val_loss: 0.0311861 | Time: 6052.34 ms [2022-04-25 15:02:54 main:574] : INFO : Epoch 2024 | loss: 0.0311808 | val_loss: 0.0311903 | Time: 6228.56 ms [2022-04-25 15:03:01 main:574] : INFO : Epoch 2025 | loss: 0.0311822 | val_loss: 0.0311872 | Time: 5918.67 ms [2022-04-25 15:03:07 main:574] : INFO : Epoch 2026 | loss: 0.0311806 | val_loss: 0.0311894 | Time: 5961.62 ms [2022-04-25 15:03:14 main:574] : INFO : Epoch 2027 | loss: 0.0311805 | val_loss: 0.031189 | Time: 6211.19 ms [2022-04-25 15:03:20 main:574] : INFO : Epoch 2028 | loss: 0.03118 | val_loss: 0.0311858 | Time: 5940.85 ms [2022-04-25 15:03:27 main:574] : INFO : Epoch 2029 | loss: 0.0311795 | val_loss: 0.0311879 | Time: 6035 ms [2022-04-25 15:03:33 main:574] : INFO : Epoch 2030 | loss: 0.0311796 | val_loss: 0.0311876 | Time: 5510.16 ms [2022-04-25 15:03:40 main:574] : INFO : Epoch 2031 | loss: 0.0311807 | val_loss: 0.0311877 | Time: 5992.46 ms [2022-04-25 15:03:46 main:574] : INFO : Epoch 2032 | loss: 0.0311798 | val_loss: 0.0311853 | Time: 6242.9 ms [2022-04-25 15:03:53 main:574] : INFO : Epoch 2033 | loss: 0.0311811 | val_loss: 0.0311857 | Time: 6148.23 ms [2022-04-25 15:04:00 main:574] : INFO : Epoch 2034 | loss: 0.0311794 | val_loss: 0.0311889 | Time: 6643.21 ms [2022-04-25 15:04:07 main:574] : INFO : Epoch 2035 | loss: 0.0311815 | val_loss: 0.0311893 | Time: 5957.04 ms [2022-04-25 15:04:12 main:574] : INFO : Epoch 2036 | loss: 0.0311819 | val_loss: 0.0311905 | Time: 3567.27 ms [2022-04-25 15:04:19 main:574] : INFO : Epoch 2037 | loss: 0.0311819 | val_loss: 0.0311884 | Time: 6075.01 ms [2022-04-25 15:04:25 main:574] : INFO : Epoch 2038 | loss: 0.0311817 | val_loss: 0.0311905 | Time: 6294.84 ms [2022-04-25 15:04:32 main:574] : INFO : Epoch 2039 | loss: 0.0311824 | val_loss: 0.031186 | Time: 5903.36 ms [2022-04-25 15:04:38 main:574] : INFO : Epoch 2040 | loss: 0.0311827 | val_loss: 0.0311905 | Time: 6169.49 ms [2022-04-25 15:04:45 main:574] : INFO : Epoch 2041 | loss: 0.0311807 | val_loss: 0.0311871 | Time: 6132.73 ms [2022-04-25 15:04:51 main:574] : INFO : Epoch 2042 | loss: 0.0311796 | val_loss: 0.0311867 | Time: 6017.34 ms [2022-04-25 15:04:57 main:574] : INFO : Epoch 2043 | loss: 0.0311798 | val_loss: 0.0311849 | Time: 5934.59 ms [2022-04-25 15:05:04 main:574] : INFO : Epoch 2044 | loss: 0.031181 | val_loss: 0.0311873 | Time: 6102.31 ms [2022-04-25 15:05:11 main:574] : INFO : Epoch 2045 | loss: 0.0311822 | val_loss: 0.0311925 | Time: 6076.55 ms [2022-04-25 15:05:19 main:574] : INFO : Epoch 2046 | loss: 0.0311802 | val_loss: 0.0311886 | Time: 6089.9 ms [2022-04-25 15:05:26 main:574] : INFO : Epoch 2047 | loss: 0.031182 | val_loss: 0.0311871 | Time: 6105.5 ms [2022-04-25 15:05:32 main:574] : INFO : Epoch 2048 | loss: 0.0311791 | val_loss: 0.0311866 | Time: 6157.78 ms [2022-04-25 15:05:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311866 [2022-04-25 15:05:33 main:603] : INFO : Saving end state to config to file [2022-04-25 15:05:34 main:608] : INFO : Success, exiting.. 15:05:34 (2472): called boinc_finish(0) </stderr_txt> ]]>
©2023 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)