Task 12734161
| Name | ParityModified-1645998485-11570-2-0_0 |
| Workunit | 9884517 |
| Created | 8 Mar 2022, 0:55:04 UTC |
| Sent | 9 Mar 2022, 21:15:20 UTC |
| Report deadline | 17 Mar 2022, 21:15:20 UTC |
| Received | 19 Mar 2022, 23:35:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6020 |
| Run time | 10 hours 27 min 45 sec |
| CPU time | 10 hours 0 min 55 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,880.96 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 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> : Starting Training [2022-03-19 16:49:09 main:574] : INFO : Epoch 1542 | loss: 0.0314859 | val_loss: 0.0312347 | Time: 7775.29 ms [2022-03-19 16:49:29 main:574] : INFO : Epoch 1543 | loss: 0.0311842 | val_loss: 0.0311736 | Time: 20044.8 ms [2022-03-19 16:49:58 main:574] : INFO : Epoch 1544 | loss: 0.0311305 | val_loss: 0.0311706 | Time: 29062.3 ms [2022-03-19 16:50:28 main:574] : INFO : Epoch 1545 | loss: 0.0311226 | val_loss: 0.0311692 | Time: 29451 ms [2022-03-19 16:50:56 main:574] : INFO : Epoch 1546 | loss: 0.0311241 | val_loss: 0.0311704 | Time: 28095.2 ms [2022-03-19 16:51:25 main:574] : INFO : Epoch 1547 | loss: 0.0311219 | val_loss: 0.031166 | Time: 29046.2 ms [2022-03-19 16:51:54 main:574] : INFO : Epoch 1548 | loss: 0.0311191 | val_loss: 0.0311688 | Time: 28694 ms [2022-03-19 16:52:23 main:574] : INFO : Epoch 1549 | loss: 0.0311239 | val_loss: 0.0311692 | Time: 28611.2 ms [2022-03-19 16:52:51 main:574] : INFO : Epoch 1550 | loss: 0.0311237 | val_loss: 0.031172 | Time: 27920.2 ms [2022-03-19 16:53:19 main:574] : INFO : Epoch 1551 | loss: 0.0311217 | val_loss: 0.031173 | Time: 27923.8 ms [2022-03-19 16:53:47 main:574] : INFO : Epoch 1552 | loss: 0.0311195 | val_loss: 0.0311703 | Time: 28023.4 ms [2022-03-19 16:54:15 main:574] : INFO : Epoch 1553 | loss: 0.031122 | val_loss: 0.0311703 | Time: 28569.8 ms [2022-03-19 16:54:43 main:574] : INFO : Epoch 1554 | loss: 0.0311196 | val_loss: 0.0311742 | Time: 27237.9 ms [2022-03-19 16:55:11 main:574] : INFO : Epoch 1555 | loss: 0.031121 | val_loss: 0.0311706 | Time: 28375.4 ms [2022-03-19 16:55:39 main:574] : INFO : Epoch 1556 | loss: 0.0311221 | val_loss: 0.0311704 | Time: 27566.2 ms [2022-03-19 16:56:07 main:574] : INFO : Epoch 1557 | loss: 0.031121 | val_loss: 0.0311702 | Time: 28683 ms [2022-03-19 16:56:34 main:574] : INFO : Epoch 1558 | loss: 0.0311242 | val_loss: 0.0311702 | Time: 26823.4 ms [2022-03-19 16:57:03 main:574] : INFO : Epoch 1559 | loss: 0.0311258 | val_loss: 0.0311702 | Time: 28215.4 ms [2022-03-19 16:57:31 main:574] : INFO : Epoch 1560 | loss: 0.0311237 | val_loss: 0.0311677 | Time: 28223.6 ms [2022-03-19 16:57:59 main:574] : INFO : Epoch 1561 | loss: 0.0311191 | val_loss: 0.0311682 | Time: 28347 ms [2022-03-19 16:58:29 main:574] : INFO : Epoch 1562 | loss: 0.0311184 | val_loss: 0.0311718 | Time: 29596.9 ms [2022-03-19 16:58:57 main:574] : INFO : Epoch 1563 | loss: 0.0311214 | val_loss: 0.0311832 | Time: 28505.5 ms [2022-03-19 16:59:27 main:574] : INFO : Epoch 1564 | loss: 0.031123 | val_loss: 0.0311737 | Time: 29313.1 ms [2022-03-19 16:59:55 main:574] : INFO : Epoch 1565 | loss: 0.0311251 | val_loss: 0.0311725 | Time: 28249 ms [2022-03-19 17:00:24 main:574] : INFO : Epoch 1566 | loss: 0.0311229 | val_loss: 0.0311762 | Time: 28993.3 ms [2022-03-19 17:00:54 main:574] : INFO : Epoch 1567 | loss: 0.0311269 | val_loss: 0.0311717 | Time: 29748.3 ms [2022-03-19 17:01:23 main:574] : INFO : Epoch 1568 | loss: 0.0311391 | val_loss: 0.0311707 | Time: 29407.7 ms [2022-03-19 17:01:52 main:574] : INFO : Epoch 1569 | loss: 0.0311316 | val_loss: 0.031173 | Time: 28948.6 ms [2022-03-19 17:02:20 main:574] : INFO : Epoch 1570 | loss: 0.0311293 | val_loss: 0.0311744 | Time: 28001.6 ms [2022-03-19 17:02:51 main:574] : INFO : Epoch 1571 | loss: 0.0311296 | val_loss: 0.0311751 | Time: 30371.7 ms [2022-03-19 17:03:21 main:574] : INFO : Epoch 1572 | loss: 0.0311308 | val_loss: 0.0311661 | Time: 30118.9 ms [2022-03-19 17:03:50 main:574] : INFO : Epoch 1573 | loss: 0.0311263 | val_loss: 0.0311657 | Time: 28956.4 ms [2022-03-19 17:04:20 main:574] : INFO : Epoch 1574 | loss: 0.0311269 | val_loss: 0.0311632 | Time: 30310.4 ms [2022-03-19 17:04:49 main:574] : INFO : Epoch 1575 | loss: 0.0311246 | val_loss: 0.0311665 | Time: 29379.2 ms [2022-03-19 17:05:17 main:574] : INFO : Epoch 1576 | loss: 0.0311244 | val_loss: 0.0311659 | Time: 27971.1 ms [2022-03-19 17:05:46 main:574] : INFO : Epoch 1577 | loss: 0.031128 | val_loss: 0.0311683 | Time: 28586.5 ms [2022-03-19 17:06:13 main:574] : INFO : Epoch 1578 | loss: 0.0311287 | val_loss: 0.031169 | Time: 27063.4 ms [2022-03-19 17:06:38 main:574] : INFO : Epoch 1579 | loss: 0.0311308 | val_loss: 0.0311683 | Time: 24787.2 ms [2022-03-19 17:07:06 main:574] : INFO : Epoch 1580 | loss: 0.0311281 | val_loss: 0.0311681 | Time: 28249.4 ms [2022-03-19 17:07:35 main:574] : INFO : Epoch 1581 | loss: 0.0311264 | val_loss: 0.0311661 | Time: 28591.7 ms [2022-03-19 17:08:04 main:574] : INFO : Epoch 1582 | loss: 0.0311222 | val_loss: 0.031167 | Time: 29471 ms [2022-03-19 17:08:33 main:574] : INFO : Epoch 1583 | loss: 0.0311209 | val_loss: 0.0311713 | Time: 28960.2 ms [2022-03-19 17:09:04 main:574] : INFO : Epoch 1584 | loss: 0.0311221 | val_loss: 0.0311707 | Time: 30231.6 ms [2022-03-19 17:09:29 main:574] : INFO : Epoch 1585 | loss: 0.0311227 | val_loss: 0.0311718 | Time: 25637 ms [2022-03-19 17:09:58 main:574] : INFO : Epoch 1586 | loss: 0.0311202 | val_loss: 0.0311694 | Time: 28980.9 ms [2022-03-19 17:10:29 main:574] : INFO : Epoch 1587 | loss: 0.0311181 | val_loss: 0.0311737 | Time: 30237.5 ms [2022-03-19 17:10:58 main:574] : INFO : Epoch 1588 | loss: 0.0311179 | val_loss: 0.0311728 | Time: 29674.4 ms [2022-03-19 17:11:28 main:574] : INFO : Epoch 1589 | loss: 0.0311227 | val_loss: 0.0311788 | Time: 29773.1 ms [2022-03-19 17:11:58 main:574] : INFO : Epoch 1590 | loss: 0.0311341 | val_loss: 0.0311677 | Time: 29949.6 ms [2022-03-19 17:12:28 main:574] : INFO : Epoch 1591 | loss: 0.0311348 | val_loss: 0.0311638 | Time: 29636.7 ms [2022-03-19 17:12:57 main:574] : INFO : Epoch 1592 | loss: 0.0311326 | val_loss: 0.0311678 | Time: 29231.5 ms [2022-03-19 17:13:27 main:574] : INFO : Epoch 1593 | loss: 0.0311282 | val_loss: 0.0311657 | Time: 29835.9 ms [2022-03-19 17:13:56 main:574] : INFO : Epoch 1594 | loss: 0.031126 | val_loss: 0.0311673 | Time: 29328.6 ms [2022-03-19 17:14:25 main:574] : INFO : Epoch 1595 | loss: 0.031125 | val_loss: 0.031168 | Time: 29404.4 ms [2022-03-19 17:14:55 main:574] : INFO : Epoch 1596 | loss: 0.0311252 | val_loss: 0.0311699 | Time: 29301.7 ms [2022-03-19 17:15:25 main:574] : INFO : Epoch 1597 | loss: 0.0311268 | val_loss: 0.0311698 | Time: 29867.9 ms [2022-03-19 17:15:53 main:574] : INFO : Epoch 1598 | loss: 0.0311242 | val_loss: 0.0311739 | Time: 28717.5 ms [2022-03-19 17:16:22 main:574] : INFO : Epoch 1599 | loss: 0.0311252 | val_loss: 0.0311766 | Time: 28610.5 ms [2022-03-19 17:16:51 main:574] : INFO : Epoch 1600 | loss: 0.0311266 | val_loss: 0.0311683 | Time: 28813.3 ms [2022-03-19 17:17:20 main:574] : INFO : Epoch 1601 | loss: 0.0311238 | val_loss: 0.0311661 | Time: 29063.2 ms [2022-03-19 17:17:51 main:574] : INFO : Epoch 1602 | loss: 0.0311233 | val_loss: 0.0311755 | Time: 31115.1 ms [2022-03-19 17:18:22 main:574] : INFO : Epoch 1603 | loss: 0.0311217 | val_loss: 0.0311734 | Time: 30482.3 ms [2022-03-19 17:18:51 main:574] : INFO : Epoch 1604 | loss: 0.0311205 | val_loss: 0.0311755 | Time: 29647.2 ms [2022-03-19 17:19:21 main:574] : INFO : Epoch 1605 | loss: 0.03112 | val_loss: 0.0311728 | Time: 29417.6 ms [2022-03-19 17:19:51 main:574] : INFO : Epoch 1606 | loss: 0.0311166 | val_loss: 0.0311772 | Time: 30212 ms [2022-03-19 17:20:20 main:574] : INFO : Epoch 1607 | loss: 0.0311187 | val_loss: 0.0311717 | Time: 28949.7 ms [2022-03-19 17:20:49 main:574] : INFO : Epoch 1608 | loss: 0.0311191 | val_loss: 0.0311744 | Time: 29385.4 ms [2022-03-19 17:21:20 main:574] : INFO : Epoch 1609 | loss: 0.031121 | val_loss: 0.0311766 | Time: 30261.7 ms [2022-03-19 17:21:41 main:574] : INFO : Epoch 1610 | loss: 0.0311198 | val_loss: 0.0311707 | Time: 21076.4 ms [2022-03-19 17:21:53 main:574] : INFO : Epoch 1611 | loss: 0.0311184 | val_loss: 0.0311749 | Time: 11877.3 ms [2022-03-19 17:22:05 main:574] : INFO : Epoch 1612 | loss: 0.0311187 | val_loss: 0.0311727 | Time: 12033.3 ms [2022-03-19 17:22:17 main:574] : INFO : Epoch 1613 | loss: 0.0311193 | val_loss: 0.031178 | Time: 11934.4 ms [2022-03-19 17:22:29 main:574] : INFO : Epoch 1614 | loss: 0.031122 | val_loss: 0.0311743 | Time: 12145.6 ms [2022-03-19 17:22:41 main:574] : INFO : Epoch 1615 | loss: 0.0311196 | val_loss: 0.0311789 | Time: 11967.3 ms [2022-03-19 17:22:53 main:574] : INFO : Epoch 1616 | loss: 0.0311191 | val_loss: 0.0311748 | Time: 11817.9 ms [2022-03-19 17:23:05 main:574] : INFO : Epoch 1617 | loss: 0.0311143 | val_loss: 0.0311764 | Time: 12261 ms [2022-03-19 17:23:17 main:574] : INFO : Epoch 1618 | loss: 0.0311126 | val_loss: 0.031179 | Time: 11959.5 ms [2022-03-19 17:23:29 main:574] : INFO : Epoch 1619 | loss: 0.0311193 | val_loss: 0.0311805 | Time: 11805.8 ms [2022-03-19 17:23:40 main:574] : INFO : Epoch 1620 | loss: 0.0311197 | val_loss: 0.0311731 | Time: 11726.8 ms [2022-03-19 17:23:53 main:574] : INFO : Epoch 1621 | loss: 0.0311231 | val_loss: 0.0311701 | Time: 12230.6 ms [2022-03-19 17:24:05 main:574] : INFO : Epoch 1622 | loss: 0.0311215 | val_loss: 0.0311721 | Time: 12161.8 ms [2022-03-19 17:24:17 main:574] : INFO : Epoch 1623 | loss: 0.0311202 | val_loss: 0.0311753 | Time: 11874.6 ms [2022-03-19 17:24:29 main:574] : INFO : Epoch 1624 | loss: 0.0311198 | val_loss: 0.0311689 | Time: 12151.7 ms [2022-03-19 17:24:41 main:574] : INFO : Epoch 1625 | loss: 0.0311194 | val_loss: 0.0311748 | Time: 11794.4 ms [2022-03-19 17:24:53 main:574] : INFO : Epoch 1626 | loss: 0.0311167 | val_loss: 0.0311707 | Time: 11893.8 ms [2022-03-19 17:25:05 main:574] : INFO : Epoch 1627 | loss: 0.0311193 | val_loss: 0.0311752 | Time: 12498.7 ms [2022-03-19 17:25:17 main:574] : INFO : Epoch 1628 | loss: 0.031119 | val_loss: 0.0311759 | Time: 11865.9 ms [2022-03-19 17:25:29 main:574] : INFO : Epoch 1629 | loss: 0.031117 | val_loss: 0.0311751 | Time: 11879.1 ms [2022-03-19 17:25:40 main:574] : INFO : Epoch 1630 | loss: 0.0311171 | val_loss: 0.0311799 | Time: 10820.3 ms [2022-03-19 17:25:51 main:574] : INFO : Epoch 1631 | loss: 0.0311135 | val_loss: 0.0311733 | Time: 11717.5 ms [2022-03-19 17:26:14 main:574] : INFO : Epoch 1632 | loss: 0.0311127 | val_loss: 0.0311759 | Time: 22612.8 ms [2022-03-19 17:26:23 main:574] : INFO : Epoch 1633 | loss: 0.0311125 | val_loss: 0.0311784 | Time: 8905.04 ms [2022-03-19 17:26:34 main:574] : INFO : Epoch 1634 | loss: 0.031113 | val_loss: 0.0311735 | Time: 10800.6 ms [2022-03-19 17:26:45 main:574] : INFO : Epoch 1635 | loss: 0.0311121 | val_loss: 0.0311743 | Time: 11118.4 ms [2022-03-19 17:26:55 main:574] : INFO : Epoch 1636 | loss: 0.0311134 | val_loss: 0.0311842 | Time: 10211.4 ms [2022-03-19 17:27:07 main:574] : INFO : Epoch 1637 | loss: 0.0311171 | val_loss: 0.031177 | Time: 11925.2 ms [2022-03-19 17:27:19 main:574] : INFO : Epoch 1638 | loss: 0.0311181 | val_loss: 0.0311789 | Time: 11852.1 ms [2022-03-19 17:27:31 main:574] : INFO : Epoch 1639 | loss: 0.031119 | val_loss: 0.0311774 | Time: 11859.5 ms [2022-03-19 17:27:43 main:574] : INFO : Epoch 1640 | loss: 0.0311217 | val_loss: 0.0311779 | Time: 11734.6 ms [2022-03-19 17:27:52 main:574] : INFO : Epoch 1641 | loss: 0.0311198 | val_loss: 0.0311784 | Time: 9855.33 ms [2022-03-19 17:28:03 main:574] : INFO : Epoch 1642 | loss: 0.0311157 | val_loss: 0.0311783 | Time: 10224 ms [2022-03-19 17:28:15 main:574] : INFO : Epoch 1643 | loss: 0.0311161 | val_loss: 0.031181 | Time: 12219.2 ms [2022-03-19 17:28:27 main:574] : INFO : Epoch 1644 | loss: 0.0311387 | val_loss: 0.031169 | Time: 11866.1 ms [2022-03-19 17:28:39 main:574] : INFO : Epoch 1645 | loss: 0.0311363 | val_loss: 0.0311744 | Time: 11913.8 ms [2022-03-19 17:28:51 main:574] : INFO : Epoch 1646 | loss: 0.0311311 | val_loss: 0.0311679 | Time: 12315 ms [2022-03-19 17:29:03 main:574] : INFO : Epoch 1647 | loss: 0.0311266 | val_loss: 0.0311693 | Time: 11545.4 ms [2022-03-19 17:29:14 main:574] : INFO : Epoch 1648 | loss: 0.0311231 | val_loss: 0.0311698 | Time: 11412.2 ms [2022-03-19 17:29:24 main:574] : INFO : Epoch 1649 | loss: 0.0311231 | val_loss: 0.0311765 | Time: 10432.5 ms [2022-03-19 17:29:35 main:574] : INFO : Epoch 1650 | loss: 0.0311253 | val_loss: 0.031167 | Time: 10882.8 ms [2022-03-19 17:29:47 main:574] : INFO : Epoch 1651 | loss: 0.0311202 | val_loss: 0.0311709 | Time: 11267.3 ms [2022-03-19 17:29:58 main:574] : INFO : Epoch 1652 | loss: 0.0311189 | val_loss: 0.0311737 | Time: 11650.3 ms [2022-03-19 17:30:10 main:574] : INFO : Epoch 1653 | loss: 0.0311205 | val_loss: 0.0311688 | Time: 11312.2 ms [2022-03-19 17:30:20 main:574] : INFO : Epoch 1654 | loss: 0.0311206 | val_loss: 0.0311731 | Time: 10424.1 ms [2022-03-19 17:30:31 main:574] : INFO : Epoch 1655 | loss: 0.0311205 | val_loss: 0.031179 | Time: 11370.2 ms [2022-03-19 17:30:43 main:574] : INFO : Epoch 1656 | loss: 0.0311197 | val_loss: 0.0311751 | Time: 11875.6 ms [2022-03-19 17:30:54 main:574] : INFO : Epoch 1657 | loss: 0.0311197 | val_loss: 0.0311802 | Time: 10984.2 ms [2022-03-19 17:31:07 main:574] : INFO : Epoch 1658 | loss: 0.0311253 | val_loss: 0.0311756 | Time: 12300.6 ms [2022-03-19 17:31:18 main:574] : INFO : Epoch 1659 | loss: 0.0311215 | val_loss: 0.0311823 | Time: 11665.9 ms [2022-03-19 17:31:29 main:574] : INFO : Epoch 1660 | loss: 0.0311307 | val_loss: 0.0311648 | Time: 10633.5 ms [2022-03-19 17:31:41 main:574] : INFO : Epoch 1661 | loss: 0.0311382 | val_loss: 0.0311685 | Time: 11673.2 ms [2022-03-19 17:31:52 main:574] : INFO : Epoch 1662 | loss: 0.031133 | val_loss: 0.0311672 | Time: 11682.2 ms [2022-03-19 17:32:04 main:574] : INFO : Epoch 1663 | loss: 0.0311314 | val_loss: 0.0311682 | Time: 11361 ms [2022-03-19 17:32:15 main:574] : INFO : Epoch 1664 | loss: 0.0311306 | val_loss: 0.0311707 | Time: 11757.3 ms [2022-03-19 17:32:26 main:574] : INFO : Epoch 1665 | loss: 0.0311256 | val_loss: 0.0311745 | Time: 10862.5 ms [2022-03-19 17:32:37 main:574] : INFO : Epoch 1666 | loss: 0.0311236 | val_loss: 0.0311762 | Time: 11116.8 ms [2022-03-19 17:32:49 main:574] : INFO : Epoch 1667 | loss: 0.031126 | val_loss: 0.031172 | Time: 11566.9 ms [2022-03-19 17:33:01 main:574] : INFO : Epoch 1668 | loss: 0.0311281 | val_loss: 0.031174 | Time: 11661.5 ms [2022-03-19 17:33:13 main:574] : INFO : Epoch 1669 | loss: 0.0311274 | val_loss: 0.0311687 | Time: 11839.5 ms [2022-03-19 17:33:23 main:574] : INFO : Epoch 1670 | loss: 0.0311269 | val_loss: 0.0311715 | Time: 10679.8 ms [2022-03-19 17:33:35 main:574] : INFO : Epoch 1671 | loss: 0.0311247 | val_loss: 0.0311696 | Time: 11383 ms [2022-03-19 17:33:46 main:574] : INFO : Epoch 1672 | loss: 0.0311309 | val_loss: 0.031167 | Time: 11647.4 ms [2022-03-19 17:33:57 main:574] : INFO : Epoch 1673 | loss: 0.0311292 | val_loss: 0.0311686 | Time: 10902.1 ms [2022-03-19 17:34:09 main:574] : INFO : Epoch 1674 | loss: 0.0311243 | val_loss: 0.0311722 | Time: 11472.7 ms [2022-03-19 17:34:19 main:574] : INFO : Epoch 1675 | loss: 0.0311308 | val_loss: 0.031173 | Time: 10431.3 ms [2022-03-19 17:34:29 main:574] : INFO : Epoch 1676 | loss: 0.0311258 | val_loss: 0.0311755 | Time: 10249.7 ms [2022-03-19 17:34:41 main:574] : INFO : Epoch 1677 | loss: 0.0311231 | val_loss: 0.0311712 | Time: 11608 ms [2022-03-19 17:34:52 main:574] : INFO : Epoch 1678 | loss: 0.03112 | val_loss: 0.0311735 | Time: 10796.3 ms [2022-03-19 17:35:03 main:574] : INFO : Epoch 1679 | loss: 0.0311216 | val_loss: 0.0311686 | Time: 11277 ms [2022-03-19 17:35:14 main:574] : INFO : Epoch 1680 | loss: 0.0311247 | val_loss: 0.0311748 | Time: 11095.4 ms [2022-03-19 17:35:26 main:574] : INFO : Epoch 1681 | loss: 0.0311212 | val_loss: 0.0311787 | Time: 11390.8 ms [2022-03-19 17:35:36 main:574] : INFO : Epoch 1682 | loss: 0.0311255 | val_loss: 0.0311734 | Time: 10725 ms [2022-03-19 17:35:47 main:574] : INFO : Epoch 1683 | loss: 0.0311246 | val_loss: 0.0311812 | Time: 10318.3 ms [2022-03-19 17:35:58 main:574] : INFO : Epoch 1684 | loss: 0.0311232 | val_loss: 0.0311768 | Time: 10788.8 ms [2022-03-19 17:36:09 main:574] : INFO : Epoch 1685 | loss: 0.031121 | val_loss: 0.0311836 | Time: 11470.2 ms [2022-03-19 17:36:19 main:574] : INFO : Epoch 1686 | loss: 0.0311209 | val_loss: 0.0311739 | Time: 10395.2 ms [2022-03-19 17:36:29 main:574] : INFO : Epoch 1687 | loss: 0.0311216 | val_loss: 0.0311846 | Time: 9635.25 ms [2022-03-19 17:36:40 main:574] : INFO : Epoch 1688 | loss: 0.0311214 | val_loss: 0.0311842 | Time: 10635.1 ms [2022-03-19 17:36:50 main:574] : INFO : Epoch 1689 | loss: 0.0311264 | val_loss: 0.0311722 | Time: 9881.1 ms [2022-03-19 17:37:00 main:574] : INFO : Epoch 1690 | loss: 0.0311221 | val_loss: 0.0311731 | Time: 10493.7 ms [2022-03-19 17:37:11 main:574] : INFO : Epoch 1691 | loss: 0.0311202 | val_loss: 0.0311949 | Time: 10871.7 ms [2022-03-19 17:37:21 main:574] : INFO : Epoch 1692 | loss: 0.0311253 | val_loss: 0.0311804 | Time: 9883.62 ms [2022-03-19 17:37:32 main:574] : INFO : Epoch 1693 | loss: 0.031124 | val_loss: 0.0311721 | Time: 10661 ms [2022-03-19 17:37:43 main:574] : INFO : Epoch 1694 | loss: 0.031119 | val_loss: 0.0311736 | Time: 11201.2 ms [2022-03-19 17:37:53 main:574] : INFO : Epoch 1695 | loss: 0.0311192 | val_loss: 0.0311805 | Time: 9887.42 ms [2022-03-19 17:38:03 main:574] : INFO : Epoch 1696 | loss: 0.0311166 | val_loss: 0.0311741 | Time: 10040 ms [2022-03-19 17:38:13 main:574] : INFO : Epoch 1697 | loss: 0.0311162 | val_loss: 0.0311853 | Time: 10598.7 ms [2022-03-19 17:38:25 main:574] : INFO : Epoch 1698 | loss: 0.0311144 | val_loss: 0.0311819 | Time: 11674 ms [2022-03-19 17:38:35 main:574] : INFO : Epoch 1699 | loss: 0.0311137 | val_loss: 0.0311776 | Time: 10290.7 ms [2022-03-19 17:38:46 main:574] : INFO : Epoch 1700 | loss: 0.0311144 | val_loss: 0.0311797 | Time: 10165.3 ms [2022-03-19 17:38:56 main:574] : INFO : Epoch 1701 | loss: 0.0311199 | val_loss: 0.0311834 | Time: 10000.9 ms [2022-03-19 17:39:06 main:574] : INFO : Epoch 1702 | loss: 0.0311218 | val_loss: 0.0311823 | Time: 10777.9 ms [2022-03-19 17:39:17 main:574] : INFO : Epoch 1703 | loss: 0.0311199 | val_loss: 0.031183 | Time: 11103.2 ms [2022-03-19 17:39:28 main:574] : INFO : Epoch 1704 | loss: 0.0311175 | val_loss: 0.0311777 | Time: 10670.3 ms [2022-03-19 17:39:39 main:574] : INFO : Epoch 1705 | loss: 0.0311183 | val_loss: 0.0311852 | Time: 10796 ms [2022-03-19 17:39:50 main:574] : INFO : Epoch 1706 | loss: 0.0311158 | val_loss: 0.0311822 | Time: 10860.6 ms [2022-03-19 17:40:00 main:574] : INFO : Epoch 1707 | loss: 0.0311133 | val_loss: 0.0311806 | Time: 9807.97 ms [2022-03-19 17:40:11 main:574] : INFO : Epoch 1708 | loss: 0.0311178 | val_loss: 0.0311834 | Time: 11327.4 ms [2022-03-19 17:40:22 main:574] : INFO : Epoch 1709 | loss: 0.0311151 | val_loss: 0.0311772 | Time: 11162.7 ms [2022-03-19 17:40:33 main:574] : INFO : Epoch 1710 | loss: 0.0311136 | val_loss: 0.0311761 | Time: 11079.5 ms [2022-03-19 17:40:44 main:574] : INFO : Epoch 1711 | loss: 0.0311148 | val_loss: 0.0311818 | Time: 10500.2 ms [2022-03-19 17:40:54 main:574] : INFO : Epoch 1712 | loss: 0.0311137 | val_loss: 0.0311773 | Time: 10635.5 ms [2022-03-19 17:41:06 main:574] : INFO : Epoch 1713 | loss: 0.0311162 | val_loss: 0.0311885 | Time: 11255.6 ms [2022-03-19 17:41:27 main:574] : INFO : Epoch 1714 | loss: 0.0311172 | val_loss: 0.0311847 | Time: 20979.4 ms [2022-03-19 17:41:35 main:574] : INFO : Epoch 1715 | loss: 0.0311153 | val_loss: 0.0311744 | Time: 8575.81 ms [2022-03-19 17:41:45 main:574] : INFO : Epoch 1716 | loss: 0.0311169 | val_loss: 0.0311752 | Time: 9862.32 ms [2022-03-19 17:41:55 main:574] : INFO : Epoch 1717 | loss: 0.0311148 | val_loss: 0.0311858 | Time: 9980.71 ms [2022-03-19 17:42:06 main:574] : INFO : Epoch 1718 | loss: 0.0311141 | val_loss: 0.0311799 | Time: 10506.9 ms [2022-03-19 17:42:16 main:574] : INFO : Epoch 1719 | loss: 0.0311171 | val_loss: 0.0311833 | Time: 10620.7 ms [2022-03-19 17:42:27 main:574] : INFO : Epoch 1720 | loss: 0.0311138 | val_loss: 0.0311813 | Time: 10659.3 ms [2022-03-19 17:42:38 main:574] : INFO : Epoch 1721 | loss: 0.0311111 | val_loss: 0.0311826 | Time: 11202 ms [2022-03-19 17:42:48 main:574] : INFO : Epoch 1722 | loss: 0.0311105 | val_loss: 0.0311877 | Time: 10311.8 ms [2022-03-19 17:42:59 main:574] : INFO : Epoch 1723 | loss: 0.0311162 | val_loss: 0.0311764 | Time: 10327.2 ms [2022-03-19 17:43:10 main:574] : INFO : Epoch 1724 | loss: 0.0311178 | val_loss: 0.0311862 | Time: 10813.8 ms [2022-03-19 17:43:20 main:574] : INFO : Epoch 1725 | loss: 0.0311157 | val_loss: 0.0311798 | Time: 10759.6 ms [2022-03-19 17:43:30 main:574] : INFO : Epoch 1726 | loss: 0.0311172 | val_loss: 0.0311767 | Time: 9764.79 ms [2022-03-19 17:43:41 main:574] : INFO : Epoch 1727 | loss: 0.0311186 | val_loss: 0.0311748 | Time: 10905.5 ms [2022-03-19 17:43:52 main:574] : INFO : Epoch 1728 | loss: 0.0311163 | val_loss: 0.0311776 | Time: 10689.5 ms [2022-03-19 17:44:02 main:574] : INFO : Epoch 1729 | loss: 0.0311152 | val_loss: 0.0311765 | Time: 10065.1 ms [2022-03-19 17:44:12 main:574] : INFO : Epoch 1730 | loss: 0.0311164 | val_loss: 0.0311903 | Time: 10452.4 ms [2022-03-19 17:44:23 main:574] : INFO : Epoch 1731 | loss: 0.0311172 | val_loss: 0.0311895 | Time: 10530.8 ms [2022-03-19 17:44:34 main:574] : INFO : Epoch 1732 | loss: 0.031112 | val_loss: 0.03118 | Time: 10900.1 ms [2022-03-19 17:44:44 main:574] : INFO : Epoch 1733 | loss: 0.03112 | val_loss: 0.0311782 | Time: 10046.5 ms [2022-03-19 17:44:55 main:574] : INFO : Epoch 1734 | loss: 0.0311222 | val_loss: 0.0311909 | Time: 11077.9 ms [2022-03-19 17:45:06 main:574] : INFO : Epoch 1735 | loss: 0.0311238 | val_loss: 0.0311759 | Time: 10853.3 ms [2022-03-19 17:45:17 main:574] : INFO : Epoch 1736 | loss: 0.0311231 | val_loss: 0.0311903 | Time: 10806.5 ms [2022-03-19 17:45:27 main:574] : INFO : Epoch 1737 | loss: 0.0311296 | val_loss: 0.0311729 | Time: 10635.9 ms [2022-03-19 17:45:38 main:574] : INFO : Epoch 1738 | loss: 0.0311292 | val_loss: 0.031175 | Time: 10328.3 ms [2022-03-19 17:45:48 main:574] : INFO : Epoch 1739 | loss: 0.031128 | val_loss: 0.031173 | Time: 10425.3 ms [2022-03-19 17:45:59 main:574] : INFO : Epoch 1740 | loss: 0.0311228 | val_loss: 0.031176 | Time: 10848.1 ms [2022-03-19 17:46:09 main:574] : INFO : Epoch 1741 | loss: 0.0311211 | val_loss: 0.0311814 | Time: 10441.1 ms [2022-03-19 17:46:20 main:574] : INFO : Epoch 1742 | loss: 0.0311194 | val_loss: 0.0311739 | Time: 10726.9 ms [2022-03-19 17:46:31 main:574] : INFO : Epoch 1743 | loss: 0.0311177 | val_loss: 0.0311772 | Time: 10805.4 ms [2022-03-19 17:46:41 main:574] : INFO : Epoch 1744 | loss: 0.0311201 | val_loss: 0.0311731 | Time: 10607.5 ms [2022-03-19 17:46:52 main:574] : INFO : Epoch 1745 | loss: 0.0311229 | val_loss: 0.0311769 | Time: 10223.7 ms [2022-03-19 17:47:02 main:574] : INFO : Epoch 1746 | loss: 0.0311224 | val_loss: 0.0311691 | Time: 10531.6 ms [2022-03-19 17:47:13 main:574] : INFO : Epoch 1747 | loss: 0.0311201 | val_loss: 0.0311679 | Time: 11065.9 ms [2022-03-19 17:47:25 main:574] : INFO : Epoch 1748 | loss: 0.0311166 | val_loss: 0.0311735 | Time: 11642.3 ms [2022-03-19 17:47:36 main:574] : INFO : Epoch 1749 | loss: 0.0311183 | val_loss: 0.0311736 | Time: 10996.5 ms [2022-03-19 17:47:47 main:574] : INFO : Epoch 1750 | loss: 0.031122 | val_loss: 0.0311699 | Time: 10801 ms [2022-03-19 17:47:58 main:574] : INFO : Epoch 1751 | loss: 0.03112 | val_loss: 0.0311687 | Time: 10961.6 ms [2022-03-19 17:48:09 main:574] : INFO : Epoch 1752 | loss: 0.0311203 | val_loss: 0.0311685 | Time: 10853.8 ms [2022-03-19 17:48:20 main:574] : INFO : Epoch 1753 | loss: 0.0311284 | val_loss: 0.0311819 | Time: 11495.9 ms [2022-03-19 17:48:31 main:574] : INFO : Epoch 1754 | loss: 0.0311307 | val_loss: 0.031168 | Time: 10760 ms [2022-03-19 17:48:42 main:574] : INFO : Epoch 1755 | loss: 0.0311261 | val_loss: 0.0311715 | Time: 10824 ms [2022-03-19 17:48:53 main:574] : INFO : Epoch 1756 | loss: 0.0311244 | val_loss: 0.0311777 | Time: 10932.2 ms [2022-03-19 17:49:03 main:574] : INFO : Epoch 1757 | loss: 0.0311205 | val_loss: 0.0311759 | Time: 10735.8 ms [2022-03-19 17:49:14 main:574] : INFO : Epoch 1758 | loss: 0.0311206 | val_loss: 0.0311837 | Time: 10911.5 ms [2022-03-19 17:49:25 main:574] : INFO : Epoch 1759 | loss: 0.0311329 | val_loss: 0.031201 | Time: 11040.1 ms [2022-03-19 17:49:36 main:574] : INFO : Epoch 1760 | loss: 0.0311254 | val_loss: 0.0311861 | Time: 10513.2 ms [2022-03-19 17:49:47 main:574] : INFO : Epoch 1761 | loss: 0.0311216 | val_loss: 0.031181 | Time: 10990.6 ms [2022-03-19 17:49:57 main:574] : INFO : Epoch 1762 | loss: 0.0311186 | val_loss: 0.031175 | Time: 10438.4 ms [2022-03-19 17:50:09 main:574] : INFO : Epoch 1763 | loss: 0.0311173 | val_loss: 0.0311704 | Time: 11632.6 ms [2022-03-19 17:50:20 main:574] : INFO : Epoch 1764 | loss: 0.0311152 | val_loss: 0.0311723 | Time: 10451.9 ms [2022-03-19 17:50:30 main:574] : INFO : Epoch 1765 | loss: 0.0311174 | val_loss: 0.0311691 | Time: 10796.5 ms [2022-03-19 17:50:42 main:574] : INFO : Epoch 1766 | loss: 0.0311174 | val_loss: 0.0311721 | Time: 11254.4 ms [2022-03-19 17:50:52 main:574] : INFO : Epoch 1767 | loss: 0.0311171 | val_loss: 0.0311695 | Time: 10337.2 ms [2022-03-19 17:51:04 main:574] : INFO : Epoch 1768 | loss: 0.0311155 | val_loss: 0.0311731 | Time: 11639.4 ms [2022-03-19 17:51:15 main:574] : INFO : Epoch 1769 | loss: 0.031112 | val_loss: 0.0311732 | Time: 11116.1 ms [2022-03-19 17:51:25 main:574] : INFO : Epoch 1770 | loss: 0.0311126 | val_loss: 0.0311765 | Time: 10653.4 ms [2022-03-19 17:51:37 main:574] : INFO : Epoch 1771 | loss: 0.0311124 | val_loss: 0.0311779 | Time: 11171.9 ms [2022-03-19 17:51:47 main:574] : INFO : Epoch 1772 | loss: 0.0311164 | val_loss: 0.0311727 | Time: 10124.2 ms [2022-03-19 17:51:56 main:574] : INFO : Epoch 1773 | loss: 0.0311175 | val_loss: 0.0311682 | Time: 9626.47 ms [2022-03-19 17:52:08 main:574] : INFO : Epoch 1774 | loss: 0.031125 | val_loss: 0.0311741 | Time: 11531.4 ms [2022-03-19 17:52:19 main:574] : INFO : Epoch 1775 | loss: 0.0311343 | val_loss: 0.0311808 | Time: 11569.8 ms [2022-03-19 17:52:30 main:574] : INFO : Epoch 1776 | loss: 0.0311231 | val_loss: 0.0311694 | Time: 10566.5 ms [2022-03-19 17:52:41 main:574] : INFO : Epoch 1777 | loss: 0.0311204 | val_loss: 0.0311753 | Time: 10952.7 ms [2022-03-19 17:52:52 main:574] : INFO : Epoch 1778 | loss: 0.0311249 | val_loss: 0.0311735 | Time: 11429.8 ms [2022-03-19 17:53:02 main:574] : INFO : Epoch 1779 | loss: 0.0311185 | val_loss: 0.0311772 | Time: 9603.29 ms [2022-03-19 17:53:13 main:574] : INFO : Epoch 1780 | loss: 0.0311195 | val_loss: 0.0311884 | Time: 11156.4 ms [2022-03-19 17:53:24 main:574] : INFO : Epoch 1781 | loss: 0.0311207 | val_loss: 0.0311734 | Time: 10622.8 ms [2022-03-19 17:53:34 main:574] : INFO : Epoch 1782 | loss: 0.0311178 | val_loss: 0.0311766 | Time: 10577.8 ms [2022-03-19 17:53:45 main:574] : INFO : Epoch 1783 | loss: 0.0311169 | val_loss: 0.0311731 | Time: 10598.7 ms [2022-03-19 17:53:55 main:574] : INFO : Epoch 1784 | loss: 0.0311195 | val_loss: 0.0311646 | Time: 10310.8 ms [2022-03-19 17:54:07 main:574] : INFO : Epoch 1785 | loss: 0.0311175 | val_loss: 0.0311801 | Time: 11285 ms [2022-03-19 17:54:17 main:574] : INFO : Epoch 1786 | loss: 0.0311156 | val_loss: 0.031178 | Time: 10410.5 ms [2022-03-19 17:54:28 main:574] : INFO : Epoch 1787 | loss: 0.0311241 | val_loss: 0.0311702 | Time: 11173.5 ms [2022-03-19 17:54:39 main:574] : INFO : Epoch 1788 | loss: 0.0311309 | val_loss: 0.0311736 | Time: 10606.3 ms [2022-03-19 17:54:50 main:574] : INFO : Epoch 1789 | loss: 0.0311312 | val_loss: 0.0311685 | Time: 10976 ms [2022-03-19 17:55:01 main:574] : INFO : Epoch 1790 | loss: 0.0311271 | val_loss: 0.0311714 | Time: 10603.2 ms [2022-03-19 17:55:12 main:574] : INFO : Epoch 1791 | loss: 0.0311291 | val_loss: 0.0311713 | Time: 11037.4 ms [2022-03-19 17:55:22 main:574] : INFO : Epoch 1792 | loss: 0.0311265 | val_loss: 0.0311717 | Time: 10607 ms [2022-03-19 17:55:33 main:574] : INFO : Epoch 1793 | loss: 0.0311258 | val_loss: 0.0311763 | Time: 10657.2 ms [2022-03-19 17:55:44 main:574] : INFO : Epoch 1794 | loss: 0.0311309 | val_loss: 0.0311864 | Time: 10992.1 ms [2022-03-19 17:55:55 main:574] : INFO : Epoch 1795 | loss: 0.0311353 | val_loss: 0.0311812 | Time: 11397.2 ms [2022-03-19 17:56:06 main:574] : INFO : Epoch 1796 | loss: 0.0311276 | val_loss: 0.0311713 | Time: 10879.6 ms [2022-03-19 17:56:17 main:574] : INFO : Epoch 1797 | loss: 0.0311244 | val_loss: 0.0311725 | Time: 11087.9 ms [2022-03-19 17:56:38 main:574] : INFO : Epoch 1798 | loss: 0.0311219 | val_loss: 0.031172 | Time: 20798.4 ms [2022-03-19 17:56:47 main:574] : INFO : Epoch 1799 | loss: 0.031122 | val_loss: 0.0311668 | Time: 8557.19 ms [2022-03-19 17:56:57 main:574] : INFO : Epoch 1800 | loss: 0.031126 | val_loss: 0.0311756 | Time: 9779.34 ms [2022-03-19 17:57:07 main:574] : INFO : Epoch 1801 | loss: 0.0311261 | val_loss: 0.031171 | Time: 10334.9 ms [2022-03-19 17:57:16 main:574] : INFO : Epoch 1802 | loss: 0.0311222 | val_loss: 0.0311733 | Time: 9549.3 ms [2022-03-19 17:57:27 main:574] : INFO : Epoch 1803 | loss: 0.0311208 | val_loss: 0.0311723 | Time: 10817.2 ms [2022-03-19 17:57:37 main:574] : INFO : Epoch 1804 | loss: 0.0311192 | val_loss: 0.0311709 | Time: 9939.75 ms [2022-03-19 17:57:48 main:574] : INFO : Epoch 1805 | loss: 0.0311188 | val_loss: 0.0311757 | Time: 10610.7 ms [2022-03-19 17:57:59 main:574] : INFO : Epoch 1806 | loss: 0.0311168 | val_loss: 0.0311692 | Time: 10728.7 ms [2022-03-19 17:58:10 main:574] : INFO : Epoch 1807 | loss: 0.0311176 | val_loss: 0.031171 | Time: 11298.8 ms [2022-03-19 17:58:21 main:574] : INFO : Epoch 1808 | loss: 0.0311181 | val_loss: 0.0311771 | Time: 11075.8 ms [2022-03-19 17:58:31 main:574] : INFO : Epoch 1809 | loss: 0.0311207 | val_loss: 0.0311794 | Time: 10082 ms [2022-03-19 17:58:42 main:574] : INFO : Epoch 1810 | loss: 0.0311168 | val_loss: 0.0311733 | Time: 10925.5 ms [2022-03-19 17:58:53 main:574] : INFO : Epoch 1811 | loss: 0.031118 | val_loss: 0.0311723 | Time: 10761.1 ms [2022-03-19 17:59:04 main:574] : INFO : Epoch 1812 | loss: 0.0311197 | val_loss: 0.0311807 | Time: 10926.2 ms [2022-03-19 17:59:14 main:574] : INFO : Epoch 1813 | loss: 0.031126 | val_loss: 0.0311755 | Time: 10685.3 ms [2022-03-19 17:59:25 main:574] : INFO : Epoch 1814 | loss: 0.0311379 | val_loss: 0.0311717 | Time: 10878.7 ms [2022-03-19 17:59:37 main:574] : INFO : Epoch 1815 | loss: 0.0311326 | val_loss: 0.0311735 | Time: 11893.2 ms [2022-03-19 17:59:48 main:574] : INFO : Epoch 1816 | loss: 0.0311302 | val_loss: 0.0311757 | Time: 10745.7 ms [2022-03-19 18:00:00 main:574] : INFO : Epoch 1817 | loss: 0.0311333 | val_loss: 0.0311731 | Time: 11568.3 ms [2022-03-19 18:00:10 main:574] : INFO : Epoch 1818 | loss: 0.0311236 | val_loss: 0.0311734 | Time: 10487.7 ms [2022-03-19 18:00:21 main:574] : INFO : Epoch 1819 | loss: 0.0311226 | val_loss: 0.0311795 | Time: 11022.9 ms [2022-03-19 18:00:31 main:574] : INFO : Epoch 1820 | loss: 0.0311227 | val_loss: 0.0311775 | Time: 9971.35 ms [2022-03-19 18:00:42 main:574] : INFO : Epoch 1821 | loss: 0.0311225 | val_loss: 0.0311704 | Time: 11244.5 ms [2022-03-19 18:00:53 main:574] : INFO : Epoch 1822 | loss: 0.0311225 | val_loss: 0.0311711 | Time: 10973.4 ms [2022-03-19 18:01:04 main:574] : INFO : Epoch 1823 | loss: 0.031122 | val_loss: 0.0311816 | Time: 10446.8 ms [2022-03-19 18:01:15 main:574] : INFO : Epoch 1824 | loss: 0.0311253 | val_loss: 0.0311725 | Time: 10944.8 ms [2022-03-19 18:01:26 main:574] : INFO : Epoch 1825 | loss: 0.0311212 | val_loss: 0.0311718 | Time: 11276.8 ms [2022-03-19 18:01:37 main:574] : INFO : Epoch 1826 | loss: 0.0311229 | val_loss: 0.0311724 | Time: 10672.6 ms [2022-03-19 18:01:48 main:574] : INFO : Epoch 1827 | loss: 0.0311215 | val_loss: 0.0311703 | Time: 11108.5 ms [2022-03-19 18:01:59 main:574] : INFO : Epoch 1828 | loss: 0.0311203 | val_loss: 0.0311884 | Time: 10901.8 ms [2022-03-19 18:02:10 main:574] : INFO : Epoch 1829 | loss: 0.0311211 | val_loss: 0.0311707 | Time: 11037.2 ms [2022-03-19 18:02:20 main:574] : INFO : Epoch 1830 | loss: 0.0311183 | val_loss: 0.0311692 | Time: 10507.5 ms [2022-03-19 18:02:32 main:574] : INFO : Epoch 1831 | loss: 0.0311235 | val_loss: 0.0311745 | Time: 11493.3 ms [2022-03-19 18:02:42 main:574] : INFO : Epoch 1832 | loss: 0.0311218 | val_loss: 0.0311661 | Time: 10230.8 ms [2022-03-19 18:02:53 main:574] : INFO : Epoch 1833 | loss: 0.0311236 | val_loss: 0.0311809 | Time: 11102.2 ms [2022-03-19 18:03:04 main:574] : INFO : Epoch 1834 | loss: 0.0311217 | val_loss: 0.0311646 | Time: 11106.5 ms [2022-03-19 18:03:15 main:574] : INFO : Epoch 1835 | loss: 0.0311211 | val_loss: 0.0311781 | Time: 10895.5 ms [2022-03-19 18:03:26 main:574] : INFO : Epoch 1836 | loss: 0.031123 | val_loss: 0.0311641 | Time: 10798.7 ms [2022-03-19 18:03:37 main:574] : INFO : Epoch 1837 | loss: 0.0311201 | val_loss: 0.0311679 | Time: 10819.2 ms [2022-03-19 18:03:47 main:574] : INFO : Epoch 1838 | loss: 0.0311173 | val_loss: 0.0311738 | Time: 9994.94 ms [2022-03-19 18:03:57 main:574] : INFO : Epoch 1839 | loss: 0.0311196 | val_loss: 0.0311665 | Time: 9801.26 ms [2022-03-19 18:04:07 main:574] : INFO : Epoch 1840 | loss: 0.0311169 | val_loss: 0.0311703 | Time: 10726.6 ms [2022-03-19 18:04:18 main:574] : INFO : Epoch 1841 | loss: 0.031115 | val_loss: 0.0311663 | Time: 10313.9 ms [2022-03-19 18:04:28 main:574] : INFO : Epoch 1842 | loss: 0.0311283 | val_loss: 0.0311702 | Time: 9953.52 ms [2022-03-19 18:04:39 main:574] : INFO : Epoch 1843 | loss: 0.0311264 | val_loss: 0.0311748 | Time: 11118.9 ms [2022-03-19 18:04:50 main:574] : INFO : Epoch 1844 | loss: 0.0311238 | val_loss: 0.0311773 | Time: 10932.7 ms [2022-03-19 18:05:01 main:574] : INFO : Epoch 1845 | loss: 0.0311214 | val_loss: 0.0311717 | Time: 10860.5 ms [2022-03-19 18:05:12 main:574] : INFO : Epoch 1846 | loss: 0.03112 | val_loss: 0.0311778 | Time: 11528.4 ms [2022-03-19 18:05:23 main:574] : INFO : Epoch 1847 | loss: 0.031119 | val_loss: 0.0311696 | Time: 11257.8 ms [2022-03-19 18:05:35 main:574] : INFO : Epoch 1848 | loss: 0.0311206 | val_loss: 0.0311731 | Time: 11618.4 ms [2022-03-19 18:05:47 main:574] : INFO : Epoch 1849 | loss: 0.0311231 | val_loss: 0.0311728 | Time: 11714.7 ms [2022-03-19 18:05:58 main:574] : INFO : Epoch 1850 | loss: 0.0311196 | val_loss: 0.0311688 | Time: 11374.4 ms [2022-03-19 18:06:08 main:574] : INFO : Epoch 1851 | loss: 0.0311177 | val_loss: 0.0311749 | Time: 9849.98 ms [2022-03-19 18:06:19 main:574] : INFO : Epoch 1852 | loss: 0.0311182 | val_loss: 0.0311908 | Time: 10599.1 ms [2022-03-19 18:06:30 main:574] : INFO : Epoch 1853 | loss: 0.0311201 | val_loss: 0.0311774 | Time: 11609 ms [2022-03-19 18:06:41 main:574] : INFO : Epoch 1854 | loss: 0.0311231 | val_loss: 0.0311905 | Time: 11085.2 ms [2022-03-19 18:06:52 main:574] : INFO : Epoch 1855 | loss: 0.0311192 | val_loss: 0.0311725 | Time: 10887 ms [2022-03-19 18:07:02 main:574] : INFO : Epoch 1856 | loss: 0.0311213 | val_loss: 0.0311837 | Time: 10087.3 ms [2022-03-19 18:07:13 main:574] : INFO : Epoch 1857 | loss: 0.0311272 | val_loss: 0.0311711 | Time: 10431.2 ms [2022-03-19 18:07:24 main:574] : INFO : Epoch 1858 | loss: 0.0311256 | val_loss: 0.0311699 | Time: 11004.3 ms [2022-03-19 18:07:35 main:574] : INFO : Epoch 1859 | loss: 0.0311181 | val_loss: 0.0311732 | Time: 11032.8 ms [2022-03-19 18:07:47 main:574] : INFO : Epoch 1860 | loss: 0.0311235 | val_loss: 0.0311771 | Time: 12021.5 ms [2022-03-19 18:07:58 main:574] : INFO : Epoch 1861 | loss: 0.0311211 | val_loss: 0.0311692 | Time: 10880.9 ms [2022-03-19 18:08:09 main:574] : INFO : Epoch 1862 | loss: 0.0311146 | val_loss: 0.0311682 | Time: 10683 ms [2022-03-19 18:08:19 main:574] : INFO : Epoch 1863 | loss: 0.031117 | val_loss: 0.031169 | Time: 10680.6 ms [2022-03-19 18:08:29 main:574] : INFO : Epoch 1864 | loss: 0.0311157 | val_loss: 0.0311695 | Time: 9944.35 ms [2022-03-19 18:08:40 main:574] : INFO : Epoch 1865 | loss: 0.031115 | val_loss: 0.0311707 | Time: 11301.7 ms [2022-03-19 18:08:52 main:574] : INFO : Epoch 1866 | loss: 0.0311141 | val_loss: 0.0311796 | Time: 11353.3 ms [2022-03-19 18:09:03 main:574] : INFO : Epoch 1867 | loss: 0.0311115 | val_loss: 0.031173 | Time: 11323.9 ms [2022-03-19 18:09:14 main:574] : INFO : Epoch 1868 | loss: 0.0311096 | val_loss: 0.031171 | Time: 11180.6 ms [2022-03-19 18:09:25 main:574] : INFO : Epoch 1869 | loss: 0.0311117 | val_loss: 0.0311767 | Time: 10331 ms [2022-03-19 18:09:36 main:574] : INFO : Epoch 1870 | loss: 0.0311114 | val_loss: 0.0311727 | Time: 11641.4 ms [2022-03-19 18:09:47 main:574] : INFO : Epoch 1871 | loss: 0.0311136 | val_loss: 0.0311744 | Time: 11129 ms [2022-03-19 18:09:59 main:574] : INFO : Epoch 1872 | loss: 0.0311111 | val_loss: 0.0311726 | Time: 11014.7 ms [2022-03-19 18:10:09 main:574] : INFO : Epoch 1873 | loss: 0.0311116 | val_loss: 0.0311768 | Time: 10111.6 ms [2022-03-19 18:10:20 main:574] : INFO : Epoch 1874 | loss: 0.0311168 | val_loss: 0.0311697 | Time: 11405.8 ms [2022-03-19 18:10:30 main:574] : INFO : Epoch 1875 | loss: 0.0311141 | val_loss: 0.0311775 | Time: 10005.7 ms [2022-03-19 18:10:41 main:574] : INFO : Epoch 1876 | loss: 0.0311095 | val_loss: 0.0311723 | Time: 10911.7 ms [2022-03-19 18:10:53 main:574] : INFO : Epoch 1877 | loss: 0.0311138 | val_loss: 0.031173 | Time: 11674.7 ms [2022-03-19 18:11:20 main:574] : INFO : Epoch 1878 | loss: 0.0311229 | val_loss: 0.0311691 | Time: 27724.4 ms [2022-03-19 18:12:01 main:574] : INFO : Epoch 1879 | loss: 0.031121 | val_loss: 0.0311689 | Time: 40041.2 ms [2022-03-19 18:12:29 main:574] : INFO : Epoch 1880 | loss: 0.031122 | val_loss: 0.0311727 | Time: 28125 ms [2022-03-19 18:12:57 main:574] : INFO : Epoch 1881 | loss: 0.0311167 | val_loss: 0.031171 | Time: 28779.8 ms [2022-03-19 18:13:26 main:574] : INFO : Epoch 1882 | loss: 0.0311199 | val_loss: 0.0311713 | Time: 28312.9 ms [2022-03-19 18:13:54 main:574] : INFO : Epoch 1883 | loss: 0.0311147 | val_loss: 0.0311689 | Time: 28542 ms [2022-03-19 18:14:23 main:574] : INFO : Epoch 1884 | loss: 0.0311177 | val_loss: 0.0311715 | Time: 28629.7 ms [2022-03-19 18:14:51 main:574] : INFO : Epoch 1885 | loss: 0.0311131 | val_loss: 0.0311662 | Time: 28253.6 ms [2022-03-19 18:15:20 main:574] : INFO : Epoch 1886 | loss: 0.031112 | val_loss: 0.0311723 | Time: 28467.3 ms [2022-03-19 18:15:49 main:574] : INFO : Epoch 1887 | loss: 0.0311125 | val_loss: 0.0311736 | Time: 28706.9 ms [2022-03-19 18:16:18 main:574] : INFO : Epoch 1888 | loss: 0.031113 | val_loss: 0.0311738 | Time: 29486.5 ms [2022-03-19 18:16:48 main:574] : INFO : Epoch 1889 | loss: 0.0311134 | val_loss: 0.03117 | Time: 29698.7 ms [2022-03-19 18:17:17 main:574] : INFO : Epoch 1890 | loss: 0.0311109 | val_loss: 0.0311747 | Time: 29594.3 ms [2022-03-19 18:17:48 main:574] : INFO : Epoch 1891 | loss: 0.0311189 | val_loss: 0.0311682 | Time: 30097.6 ms [2022-03-19 18:18:17 main:574] : INFO : Epoch 1892 | loss: 0.0311133 | val_loss: 0.03117 | Time: 29041.2 ms [2022-03-19 18:18:46 main:574] : INFO : Epoch 1893 | loss: 0.0311154 | val_loss: 0.0311761 | Time: 28907.8 ms [2022-03-19 18:19:15 main:574] : INFO : Epoch 1894 | loss: 0.031116 | val_loss: 0.0311822 | Time: 29334.4 ms [2022-03-19 18:19:44 main:574] : INFO : Epoch 1895 | loss: 0.0311166 | val_loss: 0.0311755 | Time: 29291.6 ms [2022-03-19 18:20:13 main:574] : INFO : Epoch 1896 | loss: 0.0311179 | val_loss: 0.0311709 | Time: 29194.8 ms [2022-03-19 18:20:43 main:574] : INFO : Epoch 1897 | loss: 0.0311397 | val_loss: 0.0311847 | Time: 29574.9 ms [2022-03-19 18:21:13 main:574] : INFO : Epoch 1898 | loss: 0.0311386 | val_loss: 0.0311712 | Time: 29918 ms [2022-03-19 18:21:42 main:574] : INFO : Epoch 1899 | loss: 0.0311282 | val_loss: 0.0311742 | Time: 28690.3 ms [2022-03-19 18:22:10 main:574] : INFO : Epoch 1900 | loss: 0.0311274 | val_loss: 0.0311769 | Time: 28312.8 ms [2022-03-19 18:22:39 main:574] : INFO : Epoch 1901 | loss: 0.0311232 | val_loss: 0.031168 | Time: 29126.9 ms [2022-03-19 18:23:08 main:574] : INFO : Epoch 1902 | loss: 0.0311203 | val_loss: 0.0311753 | Time: 29077.6 ms [2022-03-19 18:23:38 main:574] : INFO : Epoch 1903 | loss: 0.0311195 | val_loss: 0.0311701 | Time: 29973.6 ms [2022-03-19 18:24:08 main:574] : INFO : Epoch 1904 | loss: 0.0311193 | val_loss: 0.0311734 | Time: 29208.4 ms [2022-03-19 18:24:37 main:574] : INFO : Epoch 1905 | loss: 0.0311249 | val_loss: 0.0311744 | Time: 28947.5 ms [2022-03-19 18:25:06 main:574] : INFO : Epoch 1906 | loss: 0.0311252 | val_loss: 0.0311676 | Time: 29412.4 ms [2022-03-19 18:25:36 main:574] : INFO : Epoch 1907 | loss: 0.0311209 | val_loss: 0.0311741 | Time: 30421.7 ms [2022-03-19 18:26:05 main:574] : INFO : Epoch 1908 | loss: 0.0311211 | val_loss: 0.0311721 | Time: 28971.1 ms [2022-03-19 18:26:35 main:574] : INFO : Epoch 1909 | loss: 0.031122 | val_loss: 0.0311731 | Time: 29527.7 ms [2022-03-19 18:27:02 main:574] : INFO : Epoch 1910 | loss: 0.0311228 | val_loss: 0.0311657 | Time: 26659.5 ms [2022-03-19 18:27:29 main:574] : INFO : Epoch 1911 | loss: 0.0311183 | val_loss: 0.0311705 | Time: 27733.6 ms [2022-03-19 18:27:59 main:574] : INFO : Epoch 1912 | loss: 0.0311197 | val_loss: 0.0311649 | Time: 29417.2 ms [2022-03-19 18:28:29 main:574] : INFO : Epoch 1913 | loss: 0.0311178 | val_loss: 0.031169 | Time: 29675 ms [2022-03-19 18:28:58 main:574] : INFO : Epoch 1914 | loss: 0.0311133 | val_loss: 0.0311731 | Time: 29746.7 ms [2022-03-19 18:29:27 main:574] : INFO : Epoch 1915 | loss: 0.0311137 | val_loss: 0.031171 | Time: 28851.6 ms [2022-03-19 18:29:56 main:574] : INFO : Epoch 1916 | loss: 0.0311136 | val_loss: 0.0311661 | Time: 29234.6 ms [2022-03-19 18:30:25 main:574] : INFO : Epoch 1917 | loss: 0.031117 | val_loss: 0.0311724 | Time: 28936.4 ms [2022-03-19 18:30:56 main:574] : INFO : Epoch 1918 | loss: 0.031121 | val_loss: 0.0311856 | Time: 30137.2 ms [2022-03-19 18:31:29 main:574] : INFO : Epoch 1919 | loss: 0.0311259 | val_loss: 0.0311784 | Time: 32983 ms [2022-03-19 18:31:57 main:574] : INFO : Epoch 1920 | loss: 0.0311201 | val_loss: 0.0311738 | Time: 27895.4 ms [2022-03-19 18:32:25 main:574] : INFO : Epoch 1921 | loss: 0.0311168 | val_loss: 0.0311762 | Time: 28762.9 ms [2022-03-19 18:32:54 main:574] : INFO : Epoch 1922 | loss: 0.0311165 | val_loss: 0.0311749 | Time: 28876.7 ms [2022-03-19 18:33:24 main:574] : INFO : Epoch 1923 | loss: 0.0311208 | val_loss: 0.0311713 | Time: 29339.9 ms [2022-03-19 18:33:53 main:574] : INFO : Epoch 1924 | loss: 0.0311249 | val_loss: 0.0311782 | Time: 29808.9 ms [2022-03-19 18:34:24 main:574] : INFO : Epoch 1925 | loss: 0.031132 | val_loss: 0.0311739 | Time: 30050.2 ms [2022-03-19 18:34:53 main:574] : INFO : Epoch 1926 | loss: 0.0311428 | val_loss: 0.0311743 | Time: 29263.2 ms [2022-03-19 18:35:22 main:574] : INFO : Epoch 1927 | loss: 0.0311383 | val_loss: 0.031177 | Time: 28728.2 ms [2022-03-19 18:35:51 main:574] : INFO : Epoch 1928 | loss: 0.0311362 | val_loss: 0.0311781 | Time: 29849 ms [2022-03-19 18:36:22 main:574] : INFO : Epoch 1929 | loss: 0.0311323 | val_loss: 0.0311754 | Time: 30411.7 ms [2022-03-19 18:36:50 main:574] : INFO : Epoch 1930 | loss: 0.0311301 | val_loss: 0.0311748 | Time: 28153 ms [2022-03-19 18:37:19 main:574] : INFO : Epoch 1931 | loss: 0.0311266 | val_loss: 0.0311837 | Time: 29284.7 ms [2022-03-19 18:37:49 main:574] : INFO : Epoch 1932 | loss: 0.0311266 | val_loss: 0.0311876 | Time: 29578.3 ms [2022-03-19 18:38:18 main:574] : INFO : Epoch 1933 | loss: 0.0311243 | val_loss: 0.0311768 | Time: 29025.5 ms [2022-03-19 18:38:48 main:574] : INFO : Epoch 1934 | loss: 0.0311218 | val_loss: 0.0311806 | Time: 30479.5 ms [2022-03-19 18:39:17 main:574] : INFO : Epoch 1935 | loss: 0.0311208 | val_loss: 0.0311766 | Time: 29033.4 ms [2022-03-19 18:39:48 main:574] : INFO : Epoch 1936 | loss: 0.0311207 | val_loss: 0.0311731 | Time: 30217.6 ms [2022-03-19 18:40:18 main:574] : INFO : Epoch 1937 | loss: 0.0311264 | val_loss: 0.0311761 | Time: 29869.5 ms [2022-03-19 18:40:47 main:574] : INFO : Epoch 1938 | loss: 0.0311227 | val_loss: 0.0311772 | Time: 29708.3 ms [2022-03-19 18:41:17 main:574] : INFO : Epoch 1939 | loss: 0.0311221 | val_loss: 0.0311794 | Time: 29647.1 ms [2022-03-19 18:41:47 main:574] : INFO : Epoch 1940 | loss: 0.031124 | val_loss: 0.0311734 | Time: 29493.5 ms [2022-03-19 18:42:16 main:574] : INFO : Epoch 1941 | loss: 0.0311222 | val_loss: 0.0311735 | Time: 29318.4 ms [2022-03-19 18:42:46 main:574] : INFO : Epoch 1942 | loss: 0.0311182 | val_loss: 0.0311748 | Time: 29618.3 ms [2022-03-19 18:43:14 main:574] : INFO : Epoch 1943 | loss: 0.031118 | val_loss: 0.0311702 | Time: 28663.6 ms [2022-03-19 18:43:45 main:574] : INFO : Epoch 1944 | loss: 0.0311156 | val_loss: 0.0311772 | Time: 30295.5 ms [2022-03-19 18:44:13 main:574] : INFO : Epoch 1945 | loss: 0.0311183 | val_loss: 0.031175 | Time: 28707.2 ms [2022-03-19 18:44:43 main:574] : INFO : Epoch 1946 | loss: 0.0311158 | val_loss: 0.0311733 | Time: 29985.2 ms [2022-03-19 18:45:13 main:574] : INFO : Epoch 1947 | loss: 0.0311138 | val_loss: 0.0311804 | Time: 29743.1 ms [2022-03-19 18:45:42 main:574] : INFO : Epoch 1948 | loss: 0.0311119 | val_loss: 0.0311774 | Time: 29183.2 ms [2022-03-19 18:46:11 main:574] : INFO : Epoch 1949 | loss: 0.0311125 | val_loss: 0.0311784 | Time: 29219.2 ms [2022-03-19 18:46:40 main:574] : INFO : Epoch 1950 | loss: 0.031114 | val_loss: 0.0311825 | Time: 28806.6 ms [2022-03-19 18:47:10 main:574] : INFO : Epoch 1951 | loss: 0.0311148 | val_loss: 0.0311808 | Time: 29731.2 ms [2022-03-19 18:47:40 main:574] : INFO : Epoch 1952 | loss: 0.0311109 | val_loss: 0.0311788 | Time: 29997.5 ms [2022-03-19 18:48:10 main:574] : INFO : Epoch 1953 | loss: 0.0311136 | val_loss: 0.0311806 | Time: 29518.3 ms [2022-03-19 18:48:40 main:574] : INFO : Epoch 1954 | loss: 0.0311176 | val_loss: 0.0311802 | Time: 30352.2 ms [2022-03-19 18:49:10 main:574] : INFO : Epoch 1955 | loss: 0.0311184 | val_loss: 0.0311858 | Time: 29859.9 ms [2022-03-19 18:49:39 main:574] : INFO : Epoch 1956 | loss: 0.031117 | val_loss: 0.0311759 | Time: 29441.9 ms [2022-03-19 18:50:09 main:574] : INFO : Epoch 1957 | loss: 0.0311177 | val_loss: 0.0311776 | Time: 30102.3 ms [2022-03-19 18:50:39 main:574] : INFO : Epoch 1958 | loss: 0.0311212 | val_loss: 0.0311837 | Time: 29817.2 ms [2022-03-19 18:51:21 main:574] : INFO : Epoch 1959 | loss: 0.0311205 | val_loss: 0.0311754 | Time: 41472 ms [2022-03-19 18:51:49 main:574] : INFO : Epoch 1960 | loss: 0.0311214 | val_loss: 0.031175 | Time: 27812.5 ms [2022-03-19 18:52:18 main:574] : INFO : Epoch 1961 | loss: 0.0311238 | val_loss: 0.0311887 | Time: 29238.6 ms [2022-03-19 18:52:48 main:574] : INFO : Epoch 1962 | loss: 0.0311217 | val_loss: 0.0311807 | Time: 30459.6 ms [2022-03-19 18:53:18 main:574] : INFO : Epoch 1963 | loss: 0.0311207 | val_loss: 0.031176 | Time: 30062.8 ms [2022-03-19 18:53:48 main:574] : INFO : Epoch 1964 | loss: 0.0311161 | val_loss: 0.0311789 | Time: 29637.5 ms [2022-03-19 18:54:18 main:574] : INFO : Epoch 1965 | loss: 0.0311159 | val_loss: 0.0311797 | Time: 30323.1 ms [2022-03-19 18:54:46 main:574] : INFO : Epoch 1966 | loss: 0.0311141 | val_loss: 0.0311776 | Time: 27542.9 ms [2022-03-19 18:55:15 main:574] : INFO : Epoch 1967 | loss: 0.0311139 | val_loss: 0.031172 | Time: 29116.6 ms [2022-03-19 18:55:45 main:574] : INFO : Epoch 1968 | loss: 0.031112 | val_loss: 0.0311743 | Time: 29789.7 ms [2022-03-19 18:56:15 main:574] : INFO : Epoch 1969 | loss: 0.0311153 | val_loss: 0.0311778 | Time: 30077.5 ms [2022-03-19 18:56:44 main:574] : INFO : Epoch 1970 | loss: 0.0311188 | val_loss: 0.0311736 | Time: 29215.3 ms [2022-03-19 18:57:12 main:574] : INFO : Epoch 1971 | loss: 0.0311183 | val_loss: 0.0311753 | Time: 27380 ms [2022-03-19 18:57:42 main:574] : INFO : Epoch 1972 | loss: 0.0311187 | val_loss: 0.031173 | Time: 29770.3 ms [2022-03-19 18:58:12 main:574] : INFO : Epoch 1973 | loss: 0.0311202 | val_loss: 0.0311765 | Time: 30032.8 ms [2022-03-19 18:58:41 main:574] : INFO : Epoch 1974 | loss: 0.0311181 | val_loss: 0.0311825 | Time: 29721.8 ms [2022-03-19 18:59:12 main:574] : INFO : Epoch 1975 | loss: 0.0311166 | val_loss: 0.0311784 | Time: 30907.7 ms [2022-03-19 18:59:41 main:574] : INFO : Epoch 1976 | loss: 0.0311243 | val_loss: 0.0311773 | Time: 29146.1 ms [2022-03-19 19:00:11 main:574] : INFO : Epoch 1977 | loss: 0.0311253 | val_loss: 0.0311778 | Time: 29700.2 ms [2022-03-19 19:00:40 main:574] : INFO : Epoch 1978 | loss: 0.0311242 | val_loss: 0.031169 | Time: 29023 ms [2022-03-19 19:01:09 main:574] : INFO : Epoch 1979 | loss: 0.03112 | val_loss: 0.0311723 | Time: 28998.2 ms [2022-03-19 19:01:40 main:574] : INFO : Epoch 1980 | loss: 0.0311163 | val_loss: 0.0311713 | Time: 30599.7 ms [2022-03-19 19:02:10 main:574] : INFO : Epoch 1981 | loss: 0.0311143 | val_loss: 0.0311688 | Time: 30462.1 ms [2022-03-19 19:02:40 main:574] : INFO : Epoch 1982 | loss: 0.031115 | val_loss: 0.0311715 | Time: 29350.9 ms [2022-03-19 19:03:09 main:574] : INFO : Epoch 1983 | loss: 0.0311142 | val_loss: 0.0311773 | Time: 29432.8 ms [2022-03-19 19:03:39 main:574] : INFO : Epoch 1984 | loss: 0.0311147 | val_loss: 0.0311764 | Time: 30299.4 ms [2022-03-19 19:04:08 main:574] : INFO : Epoch 1985 | loss: 0.0311154 | val_loss: 0.0311734 | Time: 28721.6 ms [2022-03-19 19:04:38 main:574] : INFO : Epoch 1986 | loss: 0.0311116 | val_loss: 0.031172 | Time: 29515.5 ms [2022-03-19 19:05:07 main:574] : INFO : Epoch 1987 | loss: 0.0311127 | val_loss: 0.0311755 | Time: 28982.8 ms [2022-03-19 19:05:37 main:574] : INFO : Epoch 1988 | loss: 0.0311113 | val_loss: 0.0311757 | Time: 29725.1 ms [2022-03-19 19:06:07 main:574] : INFO : Epoch 1989 | loss: 0.0311179 | val_loss: 0.0311699 | Time: 30015.8 ms [2022-03-19 19:06:36 main:574] : INFO : Epoch 1990 | loss: 0.031112 | val_loss: 0.0311829 | Time: 29540.6 ms [2022-03-19 19:07:05 main:574] : INFO : Epoch 1991 | loss: 0.0311107 | val_loss: 0.0311756 | Time: 29367.6 ms [2022-03-19 19:07:33 main:574] : INFO : Epoch 1992 | loss: 0.03111 | val_loss: 0.0311764 | Time: 27851.2 ms [2022-03-19 19:08:03 main:574] : INFO : Epoch 1993 | loss: 0.0311111 | val_loss: 0.0311783 | Time: 29676.6 ms [2022-03-19 19:08:33 main:574] : INFO : Epoch 1994 | loss: 0.0311103 | val_loss: 0.0311741 | Time: 30250.9 ms [2022-03-19 19:09:03 main:574] : INFO : Epoch 1995 | loss: 0.0311102 | val_loss: 0.0311877 | Time: 29771.4 ms [2022-03-19 19:09:33 main:574] : INFO : Epoch 1996 | loss: 0.0311174 | val_loss: 0.0311739 | Time: 29787.2 ms [2022-03-19 19:10:03 main:574] : INFO : Epoch 1997 | loss: 0.0311163 | val_loss: 0.0311902 | Time: 29817 ms [2022-03-19 19:10:32 main:574] : INFO : Epoch 1998 | loss: 0.0311322 | val_loss: 0.0311763 | Time: 29322.4 ms [2022-03-19 19:11:03 main:574] : INFO : Epoch 1999 | loss: 0.0311285 | val_loss: 0.03119 | Time: 30619.1 ms [2022-03-19 19:11:32 main:574] : INFO : Epoch 2000 | loss: 0.0311247 | val_loss: 0.0311833 | Time: 29229.1 ms [2022-03-19 19:12:11 main:574] : INFO : Epoch 2001 | loss: 0.0311185 | val_loss: 0.0311786 | Time: 39082.1 ms [2022-03-19 19:12:40 main:574] : INFO : Epoch 2002 | loss: 0.0311215 | val_loss: 0.0311778 | Time: 28852.1 ms [2022-03-19 19:13:10 main:574] : INFO : Epoch 2003 | loss: 0.031123 | val_loss: 0.0311783 | Time: 29968.5 ms [2022-03-19 19:13:39 main:574] : INFO : Epoch 2004 | loss: 0.031118 | val_loss: 0.0311741 | Time: 28954 ms [2022-03-19 19:14:09 main:574] : INFO : Epoch 2005 | loss: 0.0311154 | val_loss: 0.0311771 | Time: 29676.7 ms [2022-03-19 19:14:38 main:574] : INFO : Epoch 2006 | loss: 0.0311155 | val_loss: 0.0311731 | Time: 29448.2 ms [2022-03-19 19:15:07 main:574] : INFO : Epoch 2007 | loss: 0.0311162 | val_loss: 0.0311797 | Time: 29189.2 ms [2022-03-19 19:15:37 main:574] : INFO : Epoch 2008 | loss: 0.0311163 | val_loss: 0.0311835 | Time: 29342.9 ms [2022-03-19 19:16:08 main:574] : INFO : Epoch 2009 | loss: 0.0311327 | val_loss: 0.0311744 | Time: 30678.3 ms [2022-03-19 19:16:40 main:574] : INFO : Epoch 2010 | loss: 0.0311275 | val_loss: 0.0311772 | Time: 32178.3 ms [2022-03-19 19:17:09 main:574] : INFO : Epoch 2011 | loss: 0.0311221 | val_loss: 0.0311808 | Time: 28956.1 ms [2022-03-19 19:17:38 main:574] : INFO : Epoch 2012 | loss: 0.0311212 | val_loss: 0.031173 | Time: 29343.8 ms [2022-03-19 19:18:08 main:574] : INFO : Epoch 2013 | loss: 0.0311181 | val_loss: 0.0311764 | Time: 29092.5 ms [2022-03-19 19:18:36 main:574] : INFO : Epoch 2014 | loss: 0.0311222 | val_loss: 0.0311733 | Time: 28536.1 ms [2022-03-19 19:19:06 main:574] : INFO : Epoch 2015 | loss: 0.031123 | val_loss: 0.0311876 | Time: 29537.5 ms [2022-03-19 19:19:36 main:574] : INFO : Epoch 2016 | loss: 0.0311229 | val_loss: 0.0311755 | Time: 29822.5 ms [2022-03-19 19:20:05 main:574] : INFO : Epoch 2017 | loss: 0.0311178 | val_loss: 0.0311871 | Time: 29806.2 ms [2022-03-19 19:20:35 main:574] : INFO : Epoch 2018 | loss: 0.0311184 | val_loss: 0.0311794 | Time: 29696.4 ms [2022-03-19 19:21:06 main:574] : INFO : Epoch 2019 | loss: 0.0311167 | val_loss: 0.0311817 | Time: 30360.5 ms [2022-03-19 19:21:35 main:574] : INFO : Epoch 2020 | loss: 0.0311154 | val_loss: 0.031179 | Time: 29763 ms [2022-03-19 19:22:05 main:574] : INFO : Epoch 2021 | loss: 0.0311144 | val_loss: 0.0311822 | Time: 29720.3 ms [2022-03-19 19:22:35 main:574] : INFO : Epoch 2022 | loss: 0.0311158 | val_loss: 0.0311803 | Time: 30262.8 ms [2022-03-19 19:23:04 main:574] : INFO : Epoch 2023 | loss: 0.0311156 | val_loss: 0.0311765 | Time: 28668.9 ms [2022-03-19 19:23:34 main:574] : INFO : Epoch 2024 | loss: 0.0311145 | val_loss: 0.0311762 | Time: 29799.6 ms [2022-03-19 19:24:04 main:574] : INFO : Epoch 2025 | loss: 0.0311141 | val_loss: 0.0311774 | Time: 29725.7 ms [2022-03-19 19:24:34 main:574] : INFO : Epoch 2026 | loss: 0.0311132 | val_loss: 0.0311772 | Time: 29948.8 ms [2022-03-19 19:25:03 main:574] : INFO : Epoch 2027 | loss: 0.031118 | val_loss: 0.0311768 | Time: 29032.3 ms [2022-03-19 19:25:32 main:574] : INFO : Epoch 2028 | loss: 0.0311197 | val_loss: 0.0311812 | Time: 29236.7 ms [2022-03-19 19:26:03 main:574] : INFO : Epoch 2029 | loss: 0.0311183 | val_loss: 0.0311759 | Time: 30502.3 ms [2022-03-19 19:26:33 main:574] : INFO : Epoch 2030 | loss: 0.031116 | val_loss: 0.0311761 | Time: 30767.3 ms [2022-03-19 19:27:02 main:574] : INFO : Epoch 2031 | loss: 0.0311161 | val_loss: 0.0311807 | Time: 28831 ms [2022-03-19 19:27:31 main:574] : INFO : Epoch 2032 | loss: 0.0311175 | val_loss: 0.0311782 | Time: 28620.6 ms [2022-03-19 19:28:02 main:574] : INFO : Epoch 2033 | loss: 0.0311144 | val_loss: 0.0311822 | Time: 30650.7 ms [2022-03-19 19:28:32 main:574] : INFO : Epoch 2034 | loss: 0.0311136 | val_loss: 0.0311765 | Time: 29988.4 ms [2022-03-19 19:29:01 main:574] : INFO : Epoch 2035 | loss: 0.0311129 | val_loss: 0.0311857 | Time: 29338.5 ms [2022-03-19 19:29:31 main:574] : INFO : Epoch 2036 | loss: 0.0311184 | val_loss: 0.031184 | Time: 29874.6 ms [2022-03-19 19:30:01 main:574] : INFO : Epoch 2037 | loss: 0.0311134 | val_loss: 0.0311787 | Time: 30619.4 ms [2022-03-19 19:30:31 main:574] : INFO : Epoch 2038 | loss: 0.0311101 | val_loss: 0.0311769 | Time: 29336.5 ms [2022-03-19 19:31:01 main:574] : INFO : Epoch 2039 | loss: 0.031107 | val_loss: 0.0311746 | Time: 29831.2 ms [2022-03-19 19:31:30 main:574] : INFO : Epoch 2040 | loss: 0.0311072 | val_loss: 0.0311812 | Time: 29205.1 ms [2022-03-19 19:32:00 main:574] : INFO : Epoch 2041 | loss: 0.0311082 | val_loss: 0.031185 | Time: 29949.5 ms [2022-03-19 19:32:29 main:574] : INFO : Epoch 2042 | loss: 0.0311173 | val_loss: 0.0311775 | Time: 29567.5 ms [2022-03-19 19:33:00 main:574] : INFO : Epoch 2043 | loss: 0.0311199 | val_loss: 0.0311784 | Time: 30100.5 ms [2022-03-19 19:33:29 main:574] : INFO : Epoch 2044 | loss: 0.0311193 | val_loss: 0.0311865 | Time: 29834.5 ms [2022-03-19 19:33:59 main:574] : INFO : Epoch 2045 | loss: 0.0311175 | val_loss: 0.0311777 | Time: 29382.7 ms [2022-03-19 19:34:28 main:574] : INFO : Epoch 2046 | loss: 0.0311158 | val_loss: 0.0311826 | Time: 28644.8 ms [2022-03-19 19:34:58 main:574] : INFO : Epoch 2047 | loss: 0.0311159 | val_loss: 0.031182 | Time: 29977.4 ms [2022-03-19 19:35:28 main:574] : INFO : Epoch 2048 | loss: 0.0311179 | val_loss: 0.0311916 | Time: 30289.2 ms [2022-03-19 19:35:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311916 [2022-03-19 19:35:28 main:603] : INFO : Saving end state to config to file [2022-03-19 19:35:28 main:608] : INFO : Success, exiting.. 19:35:28 (20996): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)