Task 14570215
| Name | ParityModified-1647043002-30184-2-0_1 |
| Workunit | 10815444 |
| Created | 9 Apr 2022, 20:49:37 UTC |
| Sent | 9 Apr 2022, 21:50:24 UTC |
| Report deadline | 17 Apr 2022, 21:50:24 UTC |
| Received | 10 Apr 2022, 3:50:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 53 min 56 sec |
| CPU time | 4 hours 9 min 51 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 12,906.98 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 14.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.9.3</core_client_version> <![CDATA[ <stderr_txt> 10441.3 ms [2022-04-09 22:17:10 main:581] : INFO : Epoch 1538 | loss: 0.0311549 | val_loss: 0.0311694 | Time: 10451.7 ms [2022-04-09 22:17:21 main:581] : INFO : Epoch 1539 | loss: 0.0311569 | val_loss: 0.0311736 | Time: 10512 ms [2022-04-09 22:17:31 main:581] : INFO : Epoch 1540 | loss: 0.0311563 | val_loss: 0.0311688 | Time: 10389.9 ms [2022-04-09 22:17:42 main:581] : INFO : Epoch 1541 | loss: 0.0311504 | val_loss: 0.0311699 | Time: 10511.8 ms [2022-04-09 22:17:52 main:581] : INFO : Epoch 1542 | loss: 0.0311513 | val_loss: 0.0311701 | Time: 10369.9 ms [2022-04-09 22:18:03 main:581] : INFO : Epoch 1543 | loss: 0.0311497 | val_loss: 0.0311696 | Time: 10562.7 ms [2022-04-09 22:18:13 main:581] : INFO : Epoch 1544 | loss: 0.0311502 | val_loss: 0.0311637 | Time: 10450.4 ms [2022-04-09 22:18:24 main:581] : INFO : Epoch 1545 | loss: 0.0311462 | val_loss: 0.0311684 | Time: 10386.8 ms [2022-04-09 22:18:34 main:581] : INFO : Epoch 1546 | loss: 0.0311445 | val_loss: 0.0311697 | Time: 10463.9 ms [2022-04-09 22:18:44 main:581] : INFO : Epoch 1547 | loss: 0.0311449 | val_loss: 0.0311685 | Time: 10341.2 ms [2022-04-09 22:18:55 main:581] : INFO : Epoch 1548 | loss: 0.0311426 | val_loss: 0.0311648 | Time: 10529.2 ms [2022-04-09 22:19:06 main:581] : INFO : Epoch 1549 | loss: 0.0311387 | val_loss: 0.0311647 | Time: 10493.9 ms [2022-04-09 22:19:16 main:581] : INFO : Epoch 1550 | loss: 0.0311366 | val_loss: 0.031167 | Time: 10560.3 ms [2022-04-09 22:19:26 main:581] : INFO : Epoch 1551 | loss: 0.0311334 | val_loss: 0.0311625 | Time: 10376.9 ms [2022-04-09 22:19:37 main:581] : INFO : Epoch 1552 | loss: 0.0311313 | val_loss: 0.0311612 | Time: 10340 ms [2022-04-09 22:19:47 main:581] : INFO : Epoch 1553 | loss: 0.0311338 | val_loss: 0.0311645 | Time: 10109.8 ms [2022-04-09 22:19:57 main:581] : INFO : Epoch 1554 | loss: 0.0311351 | val_loss: 0.0311659 | Time: 10173.9 ms [2022-04-09 22:20:07 main:581] : INFO : Epoch 1555 | loss: 0.0311324 | val_loss: 0.0311634 | Time: 10422.6 ms [2022-04-09 22:20:18 main:581] : INFO : Epoch 1556 | loss: 0.0311283 | val_loss: 0.0311634 | Time: 10166.8 ms [2022-04-09 22:20:28 main:581] : INFO : Epoch 1557 | loss: 0.0311278 | val_loss: 0.0311648 | Time: 10375.9 ms [2022-04-09 22:20:39 main:581] : INFO : Epoch 1558 | loss: 0.0311303 | val_loss: 0.0311586 | Time: 10794 ms [2022-04-09 22:20:49 main:581] : INFO : Epoch 1559 | loss: 0.0311364 | val_loss: 0.0311717 | Time: 10143.6 ms [2022-04-09 22:20:59 main:581] : INFO : Epoch 1560 | loss: 0.0311601 | val_loss: 0.0311689 | Time: 10260 ms [2022-04-09 22:21:10 main:581] : INFO : Epoch 1561 | loss: 0.031154 | val_loss: 0.0311696 | Time: 10372.2 ms [2022-04-09 22:21:20 main:581] : INFO : Epoch 1562 | loss: 0.0311492 | val_loss: 0.0311681 | Time: 10379.4 ms [2022-04-09 22:21:30 main:581] : INFO : Epoch 1563 | loss: 0.0311452 | val_loss: 0.0311733 | Time: 10155.8 ms [2022-04-09 22:21:40 main:581] : INFO : Epoch 1564 | loss: 0.0311623 | val_loss: 0.0311763 | Time: 10152.3 ms [2022-04-09 22:21:46 main:581] : INFO : Epoch 1565 | loss: 0.0311745 | val_loss: 0.0311745 | Time: 5517.03 ms [2022-04-09 22:21:55 main:581] : INFO : Epoch 1566 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 9594.18 ms [2022-04-09 22:22:06 main:581] : INFO : Epoch 1567 | loss: 0.0311695 | val_loss: 0.0311772 | Time: 10358.1 ms [2022-04-09 22:22:16 main:581] : INFO : Epoch 1568 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 10373.6 ms [2022-04-09 22:22:27 main:581] : INFO : Epoch 1569 | loss: 0.0311661 | val_loss: 0.0311769 | Time: 10412.4 ms [2022-04-09 22:22:37 main:581] : INFO : Epoch 1570 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 10577 ms [2022-04-09 22:22:47 main:581] : INFO : Epoch 1571 | loss: 0.0311622 | val_loss: 0.0311727 | Time: 10310.1 ms [2022-04-09 22:22:58 main:581] : INFO : Epoch 1572 | loss: 0.0311597 | val_loss: 0.0311727 | Time: 10915.6 ms [2022-04-09 22:23:09 main:581] : INFO : Epoch 1573 | loss: 0.031163 | val_loss: 0.0311833 | Time: 10657.1 ms [2022-04-09 22:23:19 main:581] : INFO : Epoch 1574 | loss: 0.0311713 | val_loss: 0.031363 | Time: 10330.8 ms [2022-04-09 22:23:30 main:581] : INFO : Epoch 1575 | loss: 0.0399432 | val_loss: 0.0409517 | Time: 10427.9 ms [2022-04-09 22:23:40 main:581] : INFO : Epoch 1576 | loss: 0.0387637 | val_loss: 0.0318728 | Time: 10294.5 ms [2022-04-09 22:23:50 main:581] : INFO : Epoch 1577 | loss: 0.0318231 | val_loss: 0.0314124 | Time: 9947.57 ms [2022-04-09 22:23:58 main:581] : INFO : Epoch 1578 | loss: 0.0313662 | val_loss: 0.0313044 | Time: 8255.44 ms [2022-04-09 22:24:09 main:581] : INFO : Epoch 1579 | loss: 0.0312783 | val_loss: 0.0312691 | Time: 10349.9 ms [2022-04-09 22:24:19 main:581] : INFO : Epoch 1580 | loss: 0.0312619 | val_loss: 0.031257 | Time: 10426.7 ms [2022-04-09 22:24:30 main:581] : INFO : Epoch 1581 | loss: 0.0312559 | val_loss: 0.0312561 | Time: 10476.2 ms [2022-04-09 22:24:40 main:581] : INFO : Epoch 1582 | loss: 0.0312551 | val_loss: 0.0312534 | Time: 10340.3 ms [2022-04-09 22:24:50 main:581] : INFO : Epoch 1583 | loss: 0.0312537 | val_loss: 0.0312533 | Time: 10546.9 ms [2022-04-09 22:25:01 main:581] : INFO : Epoch 1584 | loss: 0.031254 | val_loss: 0.0312537 | Time: 10388.6 ms [2022-04-09 22:25:11 main:581] : INFO : Epoch 1585 | loss: 0.0312534 | val_loss: 0.0312524 | Time: 10543.8 ms [2022-04-09 22:25:22 main:581] : INFO : Epoch 1586 | loss: 0.0312524 | val_loss: 0.0312527 | Time: 10399.7 ms [2022-04-09 22:25:32 main:581] : INFO : Epoch 1587 | loss: 0.031252 | val_loss: 0.031252 | Time: 10412.4 ms [2022-04-09 22:25:43 main:581] : INFO : Epoch 1588 | loss: 0.0312516 | val_loss: 0.0312524 | Time: 10449.5 ms [2022-04-09 22:25:53 main:581] : INFO : Epoch 1589 | loss: 0.0312518 | val_loss: 0.0312524 | Time: 10380 ms [2022-04-09 22:26:03 main:581] : INFO : Epoch 1590 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 10373.8 ms [2022-04-09 22:26:14 main:581] : INFO : Epoch 1591 | loss: 0.0312509 | val_loss: 0.0312506 | Time: 10325.4 ms [2022-04-09 22:26:24 main:581] : INFO : Epoch 1592 | loss: 0.03125 | val_loss: 0.0312504 | Time: 10451 ms [2022-04-09 22:26:35 main:581] : INFO : Epoch 1593 | loss: 0.0312496 | val_loss: 0.0312501 | Time: 10468.9 ms [2022-04-09 22:26:45 main:581] : INFO : Epoch 1594 | loss: 0.031249 | val_loss: 0.0312491 | Time: 10413.3 ms [2022-04-09 22:26:55 main:581] : INFO : Epoch 1595 | loss: 0.0312481 | val_loss: 0.0312495 | Time: 10452.5 ms [2022-04-09 22:27:06 main:581] : INFO : Epoch 1596 | loss: 0.0312461 | val_loss: 0.031246 | Time: 10515.7 ms [2022-04-09 22:27:17 main:581] : INFO : Epoch 1597 | loss: 0.0312442 | val_loss: 0.0312449 | Time: 10528 ms [2022-04-09 22:27:27 main:581] : INFO : Epoch 1598 | loss: 0.0312429 | val_loss: 0.031244 | Time: 10438 ms [2022-04-09 22:27:38 main:581] : INFO : Epoch 1599 | loss: 0.0312419 | val_loss: 0.0312437 | Time: 10553.5 ms [2022-04-09 22:27:48 main:581] : INFO : Epoch 1600 | loss: 0.031241 | val_loss: 0.0312421 | Time: 10419.3 ms [2022-04-09 22:27:58 main:581] : INFO : Epoch 1601 | loss: 0.03124 | val_loss: 0.0312408 | Time: 10425.9 ms [2022-04-09 22:28:09 main:581] : INFO : Epoch 1602 | loss: 0.0312393 | val_loss: 0.031241 | Time: 10602.3 ms [2022-04-09 22:28:19 main:581] : INFO : Epoch 1603 | loss: 0.0312389 | val_loss: 0.0312401 | Time: 10375.3 ms [2022-04-09 22:28:30 main:581] : INFO : Epoch 1604 | loss: 0.0312367 | val_loss: 0.0312387 | Time: 10473.2 ms [2022-04-09 22:28:40 main:581] : INFO : Epoch 1605 | loss: 0.0312362 | val_loss: 0.0312374 | Time: 10437.2 ms [2022-04-09 22:28:51 main:581] : INFO : Epoch 1606 | loss: 0.0312351 | val_loss: 0.0312365 | Time: 10541.5 ms [2022-04-09 22:29:01 main:581] : INFO : Epoch 1607 | loss: 0.0312344 | val_loss: 0.0312372 | Time: 10443 ms [2022-04-09 22:29:12 main:581] : INFO : Epoch 1608 | loss: 0.0312332 | val_loss: 0.031235 | Time: 10361.3 ms [2022-04-09 22:29:22 main:581] : INFO : Epoch 1609 | loss: 0.0312314 | val_loss: 0.0312347 | Time: 10687.9 ms [2022-04-09 22:29:33 main:581] : INFO : Epoch 1610 | loss: 0.0312298 | val_loss: 0.0312328 | Time: 10315 ms [2022-04-09 22:29:43 main:581] : INFO : Epoch 1611 | loss: 0.0312287 | val_loss: 0.0312317 | Time: 10467.1 ms [2022-04-09 22:29:53 main:581] : INFO : Epoch 1612 | loss: 0.0312273 | val_loss: 0.0312312 | Time: 10316.5 ms [2022-04-09 22:30:04 main:581] : INFO : Epoch 1613 | loss: 0.0312268 | val_loss: 0.0312306 | Time: 10303.9 ms [2022-04-09 22:30:14 main:581] : INFO : Epoch 1614 | loss: 0.0312278 | val_loss: 0.0312307 | Time: 10339.9 ms [2022-04-09 22:30:24 main:581] : INFO : Epoch 1615 | loss: 0.0312276 | val_loss: 0.0312319 | Time: 10380.7 ms [2022-04-09 22:30:35 main:581] : INFO : Epoch 1616 | loss: 0.0312249 | val_loss: 0.031228 | Time: 10390.9 ms [2022-04-09 22:30:45 main:581] : INFO : Epoch 1617 | loss: 0.0312239 | val_loss: 0.0312302 | Time: 10399.8 ms [2022-04-09 22:30:56 main:581] : INFO : Epoch 1618 | loss: 0.0312242 | val_loss: 0.0312286 | Time: 10429.4 ms [2022-04-09 22:31:06 main:581] : INFO : Epoch 1619 | loss: 0.0312231 | val_loss: 0.0312275 | Time: 10294.3 ms [2022-04-09 22:31:16 main:581] : INFO : Epoch 1620 | loss: 0.0312245 | val_loss: 0.031232 | Time: 10351.7 ms [2022-04-09 22:31:27 main:581] : INFO : Epoch 1621 | loss: 0.0312253 | val_loss: 0.0312268 | Time: 10311 ms [2022-04-09 22:31:37 main:581] : INFO : Epoch 1622 | loss: 0.031223 | val_loss: 0.0312319 | Time: 10408.6 ms [2022-04-09 22:31:47 main:581] : INFO : Epoch 1623 | loss: 0.0312231 | val_loss: 0.0312294 | Time: 10463.3 ms [2022-04-09 22:31:58 main:581] : INFO : Epoch 1624 | loss: 0.031222 | val_loss: 0.0312253 | Time: 10431.3 ms [2022-04-09 22:32:08 main:581] : INFO : Epoch 1625 | loss: 0.031221 | val_loss: 0.0312247 | Time: 10543.4 ms [2022-04-09 22:32:19 main:581] : INFO : Epoch 1626 | loss: 0.0312223 | val_loss: 0.0312284 | Time: 10338.3 ms [2022-04-09 22:32:29 main:581] : INFO : Epoch 1627 | loss: 0.031221 | val_loss: 0.0312247 | Time: 10512 ms [2022-04-09 22:32:40 main:581] : INFO : Epoch 1628 | loss: 0.0312205 | val_loss: 0.031225 | Time: 10353.1 ms [2022-04-09 22:32:50 main:581] : INFO : Epoch 1629 | loss: 0.031221 | val_loss: 0.0312255 | Time: 10405.4 ms [2022-04-09 22:33:00 main:581] : INFO : Epoch 1630 | loss: 0.0312203 | val_loss: 0.0312235 | Time: 10395.9 ms [2022-04-09 22:33:11 main:581] : INFO : Epoch 1631 | loss: 0.0312195 | val_loss: 0.0312235 | Time: 10457.3 ms [2022-04-09 22:33:21 main:581] : INFO : Epoch 1632 | loss: 0.0312189 | val_loss: 0.0312232 | Time: 10477.1 ms [2022-04-09 22:33:32 main:581] : INFO : Epoch 1633 | loss: 0.0312192 | val_loss: 0.0312244 | Time: 10279.5 ms [2022-04-09 22:33:42 main:581] : INFO : Epoch 1634 | loss: 0.0312193 | val_loss: 0.0312235 | Time: 10533.2 ms [2022-04-09 22:33:53 main:581] : INFO : Epoch 1635 | loss: 0.0312193 | val_loss: 0.0312245 | Time: 10423.6 ms [2022-04-09 22:34:03 main:581] : INFO : Epoch 1636 | loss: 0.0312185 | val_loss: 0.0312228 | Time: 10397.7 ms [2022-04-09 22:34:13 main:581] : INFO : Epoch 1637 | loss: 0.0312179 | val_loss: 0.0312226 | Time: 10363.2 ms [2022-04-09 22:34:24 main:581] : INFO : Epoch 1638 | loss: 0.0312179 | val_loss: 0.0312223 | Time: 10519 ms [2022-04-09 22:34:34 main:581] : INFO : Epoch 1639 | loss: 0.0312168 | val_loss: 0.0312221 | Time: 10419.9 ms [2022-04-09 22:34:45 main:581] : INFO : Epoch 1640 | loss: 0.0312164 | val_loss: 0.0312238 | Time: 10320.3 ms [2022-04-09 22:34:55 main:581] : INFO : Epoch 1641 | loss: 0.031217 | val_loss: 0.0312216 | Time: 10567.3 ms [2022-04-09 22:35:06 main:581] : INFO : Epoch 1642 | loss: 0.0312175 | val_loss: 0.0312216 | Time: 10324.2 ms [2022-04-09 22:35:16 main:581] : INFO : Epoch 1643 | loss: 0.0312166 | val_loss: 0.0312211 | Time: 10347.8 ms [2022-04-09 22:35:26 main:581] : INFO : Epoch 1644 | loss: 0.0312165 | val_loss: 0.0312211 | Time: 10533.7 ms [2022-04-09 22:35:37 main:581] : INFO : Epoch 1645 | loss: 0.0312157 | val_loss: 0.031221 | Time: 10413.6 ms [2022-04-09 22:35:47 main:581] : INFO : Epoch 1646 | loss: 0.031217 | val_loss: 0.0312233 | Time: 10575.6 ms [2022-04-09 22:35:58 main:581] : INFO : Epoch 1647 | loss: 0.0312157 | val_loss: 0.0312215 | Time: 10386.4 ms [2022-04-09 22:36:08 main:581] : INFO : Epoch 1648 | loss: 0.0312153 | val_loss: 0.0312219 | Time: 10459.3 ms [2022-04-09 22:36:19 main:581] : INFO : Epoch 1649 | loss: 0.0312155 | val_loss: 0.0312205 | Time: 10547.3 ms [2022-04-09 22:36:29 main:581] : INFO : Epoch 1650 | loss: 0.0312154 | val_loss: 0.0312207 | Time: 10362.9 ms [2022-04-09 22:36:40 main:581] : INFO : Epoch 1651 | loss: 0.0312143 | val_loss: 0.0312198 | Time: 10397.3 ms [2022-04-09 22:36:50 main:581] : INFO : Epoch 1652 | loss: 0.0312136 | val_loss: 0.0312189 | Time: 10271.8 ms [2022-04-09 22:37:00 main:581] : INFO : Epoch 1653 | loss: 0.0312126 | val_loss: 0.0312184 | Time: 10477.8 ms [2022-04-09 22:37:11 main:581] : INFO : Epoch 1654 | loss: 0.0312135 | val_loss: 0.0312209 | Time: 10314.2 ms [2022-04-09 22:37:21 main:581] : INFO : Epoch 1655 | loss: 0.0312125 | val_loss: 0.0312182 | Time: 10484.9 ms [2022-04-09 22:37:31 main:581] : INFO : Epoch 1656 | loss: 0.0312117 | val_loss: 0.0312177 | Time: 10306.7 ms [2022-04-09 22:37:42 main:581] : INFO : Epoch 1657 | loss: 0.0312121 | val_loss: 0.0312188 | Time: 10375.7 ms [2022-04-09 22:37:52 main:581] : INFO : Epoch 1658 | loss: 0.0312118 | val_loss: 0.0312179 | Time: 10538.5 ms [2022-04-09 22:38:03 main:581] : INFO : Epoch 1659 | loss: 0.0312102 | val_loss: 0.0312182 | Time: 10412.4 ms [2022-04-09 22:38:13 main:581] : INFO : Epoch 1660 | loss: 0.0312093 | val_loss: 0.0312162 | Time: 10522 ms [2022-04-09 22:38:24 main:581] : INFO : Epoch 1661 | loss: 0.0312085 | val_loss: 0.0312183 | Time: 10367.1 ms [2022-04-09 22:38:34 main:581] : INFO : Epoch 1662 | loss: 0.0312079 | val_loss: 0.0312152 | Time: 10501.9 ms [2022-04-09 22:38:45 main:581] : INFO : Epoch 1663 | loss: 0.0312073 | val_loss: 0.031215 | Time: 10415.1 ms [2022-04-09 22:38:55 main:581] : INFO : Epoch 1664 | loss: 0.0312067 | val_loss: 0.0312145 | Time: 10473.9 ms [2022-04-09 22:39:06 main:581] : INFO : Epoch 1665 | loss: 0.0312063 | val_loss: 0.0312154 | Time: 10529.7 ms [2022-04-09 22:39:16 main:581] : INFO : Epoch 1666 | loss: 0.0312075 | val_loss: 0.0312165 | Time: 10421.4 ms [2022-04-09 22:39:27 main:581] : INFO : Epoch 1667 | loss: 0.0312054 | val_loss: 0.0312086 | Time: 10498.8 ms [2022-04-09 22:39:37 main:581] : INFO : Epoch 1668 | loss: 0.0312002 | val_loss: 0.0312078 | Time: 10431.7 ms [2022-04-09 22:39:48 main:581] : INFO : Epoch 1669 | loss: 0.0311999 | val_loss: 0.0312088 | Time: 10621.8 ms [2022-04-09 22:39:58 main:581] : INFO : Epoch 1670 | loss: 0.0311983 | val_loss: 0.0312031 | Time: 10353.3 ms [2022-04-09 22:40:08 main:581] : INFO : Epoch 1671 | loss: 0.0311968 | val_loss: 0.0312035 | Time: 10318.9 ms [2022-04-09 22:40:19 main:581] : INFO : Epoch 1672 | loss: 0.0311986 | val_loss: 0.0312036 | Time: 10383.5 ms [2022-04-09 22:40:29 main:581] : INFO : Epoch 1673 | loss: 0.0311967 | val_loss: 0.0311996 | Time: 10538.8 ms [2022-04-09 22:40:40 main:581] : INFO : Epoch 1674 | loss: 0.0311949 | val_loss: 0.0312024 | Time: 10386.4 ms [2022-04-09 22:40:50 main:581] : INFO : Epoch 1675 | loss: 0.0311945 | val_loss: 0.031198 | Time: 10274 ms [2022-04-09 22:41:00 main:581] : INFO : Epoch 1676 | loss: 0.031193 | val_loss: 0.0311973 | Time: 10399 ms [2022-04-09 22:41:11 main:581] : INFO : Epoch 1677 | loss: 0.031194 | val_loss: 0.0312035 | Time: 10442.2 ms [2022-04-09 22:41:21 main:581] : INFO : Epoch 1678 | loss: 0.0311944 | val_loss: 0.0312078 | Time: 10373.9 ms [2022-04-09 22:41:32 main:581] : INFO : Epoch 1679 | loss: 0.0311932 | val_loss: 0.0311992 | Time: 10453.7 ms [2022-04-09 22:41:42 main:581] : INFO : Epoch 1680 | loss: 0.0311927 | val_loss: 0.0311951 | Time: 10439.8 ms [2022-04-09 22:41:52 main:581] : INFO : Epoch 1681 | loss: 0.0311896 | val_loss: 0.0311926 | Time: 10359.9 ms [2022-04-09 22:42:03 main:581] : INFO : Epoch 1682 | loss: 0.0311875 | val_loss: 0.0311921 | Time: 10427.8 ms [2022-04-09 22:42:13 main:581] : INFO : Epoch 1683 | loss: 0.0311873 | val_loss: 0.031192 | Time: 10063.8 ms [2022-04-09 22:42:23 main:581] : INFO : Epoch 1684 | loss: 0.0311868 | val_loss: 0.0311917 | Time: 10666.3 ms [2022-04-09 22:42:34 main:581] : INFO : Epoch 1685 | loss: 0.0311861 | val_loss: 0.0311903 | Time: 10259.1 ms [2022-04-09 22:42:44 main:581] : INFO : Epoch 1686 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 10135.5 ms [2022-04-09 22:42:54 main:581] : INFO : Epoch 1687 | loss: 0.0311856 | val_loss: 0.0311898 | Time: 10278.3 ms [2022-04-09 22:43:04 main:581] : INFO : Epoch 1688 | loss: 0.031186 | val_loss: 0.0311895 | Time: 10173.6 ms [2022-04-09 22:43:14 main:581] : INFO : Epoch 1689 | loss: 0.0311843 | val_loss: 0.0311905 | Time: 10149.1 ms [2022-04-09 22:43:25 main:581] : INFO : Epoch 1690 | loss: 0.0311846 | val_loss: 0.0311907 | Time: 10393.5 ms [2022-04-09 22:43:36 main:581] : INFO : Epoch 1691 | loss: 0.031186 | val_loss: 0.0311879 | Time: 10787.4 ms [2022-04-09 22:43:46 main:581] : INFO : Epoch 1692 | loss: 0.0311827 | val_loss: 0.0311874 | Time: 10331.5 ms [2022-04-09 22:43:56 main:581] : INFO : Epoch 1693 | loss: 0.0311819 | val_loss: 0.0311885 | Time: 10265.6 ms [2022-04-09 22:44:07 main:581] : INFO : Epoch 1694 | loss: 0.0311817 | val_loss: 0.0311855 | Time: 10271.7 ms [2022-04-09 22:44:16 main:581] : INFO : Epoch 1695 | loss: 0.0311809 | val_loss: 0.0311871 | Time: 9217.86 ms [2022-04-09 22:44:25 main:581] : INFO : Epoch 1696 | loss: 0.0311803 | val_loss: 0.0311846 | Time: 8806.67 ms [2022-04-09 22:44:35 main:581] : INFO : Epoch 1697 | loss: 0.0311811 | val_loss: 0.0311865 | Time: 10532.8 ms [2022-04-09 22:44:45 main:581] : INFO : Epoch 1698 | loss: 0.03118 | val_loss: 0.0311873 | Time: 10211.5 ms [2022-04-09 22:44:55 main:581] : INFO : Epoch 1699 | loss: 0.0311807 | val_loss: 0.0311853 | Time: 9933.28 ms [2022-04-09 22:45:06 main:581] : INFO : Epoch 1700 | loss: 0.0311807 | val_loss: 0.031183 | Time: 10289.3 ms [2022-04-09 22:45:16 main:581] : INFO : Epoch 1701 | loss: 0.0311783 | val_loss: 0.0311835 | Time: 10300.9 ms [2022-04-09 22:45:27 main:581] : INFO : Epoch 1702 | loss: 0.0311765 | val_loss: 0.031177 | Time: 10954.8 ms [2022-04-09 22:45:37 main:581] : INFO : Epoch 1703 | loss: 0.0311723 | val_loss: 0.031177 | Time: 10286.4 ms [2022-04-09 22:45:47 main:581] : INFO : Epoch 1704 | loss: 0.0311728 | val_loss: 0.0311759 | Time: 10429.9 ms [2022-04-09 22:45:58 main:581] : INFO : Epoch 1705 | loss: 0.0311699 | val_loss: 0.0311725 | Time: 10090.9 ms [2022-04-09 22:46:08 main:581] : INFO : Epoch 1706 | loss: 0.0311708 | val_loss: 0.0311726 | Time: 10242.2 ms [2022-04-09 22:46:18 main:581] : INFO : Epoch 1707 | loss: 0.0311698 | val_loss: 0.0311703 | Time: 10552.2 ms [2022-04-09 22:46:29 main:581] : INFO : Epoch 1708 | loss: 0.0311684 | val_loss: 0.031172 | Time: 10625.2 ms [2022-04-09 22:46:40 main:581] : INFO : Epoch 1709 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 10731.7 ms [2022-04-09 22:46:50 main:581] : INFO : Epoch 1710 | loss: 0.0311662 | val_loss: 0.0311703 | Time: 10019.1 ms [2022-04-09 22:46:59 main:581] : INFO : Epoch 1711 | loss: 0.0311666 | val_loss: 0.0311695 | Time: 8942.62 ms [2022-04-09 22:47:08 main:581] : INFO : Epoch 1712 | loss: 0.0311647 | val_loss: 0.0311683 | Time: 9460.41 ms [2022-04-09 22:47:19 main:581] : INFO : Epoch 1713 | loss: 0.0311637 | val_loss: 0.0311711 | Time: 10408.7 ms [2022-04-09 22:47:29 main:581] : INFO : Epoch 1714 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 10538.2 ms [2022-04-09 22:47:40 main:581] : INFO : Epoch 1715 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 10449.8 ms [2022-04-09 22:47:50 main:581] : INFO : Epoch 1716 | loss: 0.0311629 | val_loss: 0.031169 | Time: 10441.6 ms [2022-04-09 22:48:00 main:581] : INFO : Epoch 1717 | loss: 0.0311621 | val_loss: 0.0311705 | Time: 10346.1 ms [2022-04-09 22:48:11 main:581] : INFO : Epoch 1718 | loss: 0.0311656 | val_loss: 0.031169 | Time: 10443.3 ms [2022-04-09 22:48:21 main:581] : INFO : Epoch 1719 | loss: 0.0311637 | val_loss: 0.031171 | Time: 10284 ms [2022-04-09 22:48:31 main:581] : INFO : Epoch 1720 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 10406.3 ms [2022-04-09 22:48:42 main:581] : INFO : Epoch 1721 | loss: 0.0311626 | val_loss: 0.0311733 | Time: 10476.1 ms [2022-04-09 22:48:52 main:581] : INFO : Epoch 1722 | loss: 0.0311623 | val_loss: 0.0311739 | Time: 10457.1 ms [2022-04-09 22:49:03 main:581] : INFO : Epoch 1723 | loss: 0.0311634 | val_loss: 0.0311699 | Time: 10620.3 ms [2022-04-09 22:49:14 main:581] : INFO : Epoch 1724 | loss: 0.0311629 | val_loss: 0.0311698 | Time: 10455.4 ms [2022-04-09 22:49:24 main:581] : INFO : Epoch 1725 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 10530.8 ms [2022-04-09 22:49:35 main:581] : INFO : Epoch 1726 | loss: 0.0311619 | val_loss: 0.0311696 | Time: 10593 ms [2022-04-09 22:49:45 main:581] : INFO : Epoch 1727 | loss: 0.0311632 | val_loss: 0.0311706 | Time: 10624.1 ms [2022-04-09 22:49:56 main:581] : INFO : Epoch 1728 | loss: 0.0311623 | val_loss: 0.0311677 | Time: 10554.2 ms [2022-04-09 22:50:06 main:581] : INFO : Epoch 1729 | loss: 0.0311605 | val_loss: 0.0311671 | Time: 10579.7 ms [2022-04-09 22:50:17 main:581] : INFO : Epoch 1730 | loss: 0.0311594 | val_loss: 0.031165 | Time: 10409.2 ms [2022-04-09 22:50:27 main:581] : INFO : Epoch 1731 | loss: 0.0311591 | val_loss: 0.0311646 | Time: 10323.8 ms [2022-04-09 22:50:38 main:581] : INFO : Epoch 1732 | loss: 0.0311588 | val_loss: 0.0311652 | Time: 10593.5 ms [2022-04-09 22:50:48 main:581] : INFO : Epoch 1733 | loss: 0.0311574 | val_loss: 0.031173 | Time: 10399.1 ms [2022-04-09 22:50:59 main:581] : INFO : Epoch 1734 | loss: 0.031163 | val_loss: 0.0311683 | Time: 10400.7 ms [2022-04-09 22:51:09 main:581] : INFO : Epoch 1735 | loss: 0.0311649 | val_loss: 0.0311696 | Time: 10446.6 ms [2022-04-09 22:51:19 main:581] : INFO : Epoch 1736 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 10467.3 ms [2022-04-09 22:51:30 main:581] : INFO : Epoch 1737 | loss: 0.0311586 | val_loss: 0.0311705 | Time: 10639.8 ms [2022-04-09 22:51:41 main:581] : INFO : Epoch 1738 | loss: 0.0311572 | val_loss: 0.0311662 | Time: 10456.9 ms [2022-04-09 22:51:51 main:581] : INFO : Epoch 1739 | loss: 0.0311569 | val_loss: 0.0311671 | Time: 10526.7 ms [2022-04-09 22:52:01 main:581] : INFO : Epoch 1740 | loss: 0.031157 | val_loss: 0.0311657 | Time: 10355.8 ms [2022-04-09 22:52:12 main:581] : INFO : Epoch 1741 | loss: 0.0311561 | val_loss: 0.0311641 | Time: 10533.2 ms [2022-04-09 22:52:22 main:581] : INFO : Epoch 1742 | loss: 0.0311574 | val_loss: 0.0311696 | Time: 10510.4 ms [2022-04-09 22:52:33 main:581] : INFO : Epoch 1743 | loss: 0.0311582 | val_loss: 0.0311672 | Time: 10447.8 ms [2022-04-09 22:52:44 main:581] : INFO : Epoch 1744 | loss: 0.0311564 | val_loss: 0.0311641 | Time: 10603.8 ms [2022-04-09 22:52:54 main:581] : INFO : Epoch 1745 | loss: 0.0311555 | val_loss: 0.0311646 | Time: 10456.5 ms [2022-04-09 22:53:05 main:581] : INFO : Epoch 1746 | loss: 0.0311565 | val_loss: 0.0311631 | Time: 10591.1 ms [2022-04-09 22:53:15 main:581] : INFO : Epoch 1747 | loss: 0.0311544 | val_loss: 0.0311635 | Time: 10535.7 ms [2022-04-09 22:53:25 main:581] : INFO : Epoch 1748 | loss: 0.0311543 | val_loss: 0.0311628 | Time: 10363 ms [2022-04-09 22:53:36 main:581] : INFO : Epoch 1749 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 10470.9 ms [2022-04-09 22:53:46 main:581] : INFO : Epoch 1750 | loss: 0.0311557 | val_loss: 0.0311648 | Time: 10357.7 ms [2022-04-09 22:53:57 main:581] : INFO : Epoch 1751 | loss: 0.0311554 | val_loss: 0.0311687 | Time: 10504.1 ms [2022-04-09 22:54:07 main:581] : INFO : Epoch 1752 | loss: 0.0311554 | val_loss: 0.0311678 | Time: 10396.9 ms [2022-04-09 22:54:18 main:581] : INFO : Epoch 1753 | loss: 0.0311541 | val_loss: 0.0311631 | Time: 10546.5 ms [2022-04-09 22:54:28 main:581] : INFO : Epoch 1754 | loss: 0.0311554 | val_loss: 0.0311644 | Time: 10399.6 ms [2022-04-09 22:54:39 main:581] : INFO : Epoch 1755 | loss: 0.0311551 | val_loss: 0.031167 | Time: 10419.8 ms [2022-04-09 22:54:49 main:581] : INFO : Epoch 1756 | loss: 0.0311558 | val_loss: 0.0311659 | Time: 10519.2 ms [2022-04-09 22:54:59 main:581] : INFO : Epoch 1757 | loss: 0.0311582 | val_loss: 0.0311625 | Time: 10384.5 ms [2022-04-09 22:55:10 main:581] : INFO : Epoch 1758 | loss: 0.0311553 | val_loss: 0.0311743 | Time: 10629.3 ms [2022-04-09 22:55:21 main:581] : INFO : Epoch 1759 | loss: 0.031159 | val_loss: 0.0311678 | Time: 10420.2 ms [2022-04-09 22:55:31 main:581] : INFO : Epoch 1760 | loss: 0.0311529 | val_loss: 0.031166 | Time: 10562 ms [2022-04-09 22:55:42 main:581] : INFO : Epoch 1761 | loss: 0.0311533 | val_loss: 0.0311635 | Time: 10543.3 ms [2022-04-09 22:55:52 main:581] : INFO : Epoch 1762 | loss: 0.031153 | val_loss: 0.0311651 | Time: 10485.3 ms [2022-04-09 22:56:03 main:581] : INFO : Epoch 1763 | loss: 0.0311521 | val_loss: 0.0311657 | Time: 10586.9 ms [2022-04-09 22:56:13 main:581] : INFO : Epoch 1764 | loss: 0.0311529 | val_loss: 0.0311662 | Time: 10404.8 ms [2022-04-09 22:56:24 main:581] : INFO : Epoch 1765 | loss: 0.0311549 | val_loss: 0.0311671 | Time: 10638.8 ms [2022-04-09 22:56:34 main:581] : INFO : Epoch 1766 | loss: 0.0311574 | val_loss: 0.0311756 | Time: 10315.8 ms [2022-04-09 22:56:45 main:581] : INFO : Epoch 1767 | loss: 0.0311563 | val_loss: 0.0311695 | Time: 10531.8 ms [2022-04-09 22:56:55 main:581] : INFO : Epoch 1768 | loss: 0.0311555 | val_loss: 0.0311688 | Time: 10315.8 ms [2022-04-09 22:57:05 main:581] : INFO : Epoch 1769 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 10394.6 ms [2022-04-09 22:57:16 main:581] : INFO : Epoch 1770 | loss: 0.0311528 | val_loss: 0.0311668 | Time: 10601.7 ms [2022-04-09 22:57:26 main:581] : INFO : Epoch 1771 | loss: 0.0311521 | val_loss: 0.0311654 | Time: 10355.4 ms [2022-04-09 22:57:37 main:581] : INFO : Epoch 1772 | loss: 0.0311505 | val_loss: 0.0311655 | Time: 10447.4 ms [2022-04-09 22:57:47 main:581] : INFO : Epoch 1773 | loss: 0.0311519 | val_loss: 0.0311635 | Time: 10487.5 ms [2022-04-09 22:57:58 main:581] : INFO : Epoch 1774 | loss: 0.031152 | val_loss: 0.0311641 | Time: 10627.5 ms [2022-04-09 22:58:08 main:581] : INFO : Epoch 1775 | loss: 0.0311519 | val_loss: 0.031185 | Time: 10472.6 ms [2022-04-09 22:58:19 main:581] : INFO : Epoch 1776 | loss: 0.0311535 | val_loss: 0.0311658 | Time: 10455.5 ms [2022-04-09 22:58:29 main:581] : INFO : Epoch 1777 | loss: 0.0311526 | val_loss: 0.0311649 | Time: 10375.8 ms [2022-04-09 22:58:40 main:581] : INFO : Epoch 1778 | loss: 0.031152 | val_loss: 0.0311658 | Time: 10517.3 ms [2022-04-09 22:58:50 main:581] : INFO : Epoch 1779 | loss: 0.0311539 | val_loss: 0.0311796 | Time: 10537.9 ms [2022-04-09 22:59:01 main:581] : INFO : Epoch 1780 | loss: 0.031156 | val_loss: 0.0311666 | Time: 10416.7 ms [2022-04-09 22:59:11 main:581] : INFO : Epoch 1781 | loss: 0.0311503 | val_loss: 0.031166 | Time: 10643.1 ms [2022-04-09 22:59:22 main:581] : INFO : Epoch 1782 | loss: 0.0311509 | val_loss: 0.0311649 | Time: 10460.6 ms [2022-04-09 22:59:32 main:581] : INFO : Epoch 1783 | loss: 0.0311508 | val_loss: 0.0311627 | Time: 10507.1 ms [2022-04-09 22:59:43 main:581] : INFO : Epoch 1784 | loss: 0.0311496 | val_loss: 0.0311671 | Time: 10556.1 ms [2022-04-09 22:59:53 main:581] : INFO : Epoch 1785 | loss: 0.0311528 | val_loss: 0.0311642 | Time: 10444.6 ms [2022-04-09 23:00:04 main:581] : INFO : Epoch 1786 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 10442.7 ms [2022-04-09 23:00:14 main:581] : INFO : Epoch 1787 | loss: 0.0311506 | val_loss: 0.031169 | Time: 10406.4 ms [2022-04-09 23:00:25 main:581] : INFO : Epoch 1788 | loss: 0.0311507 | val_loss: 0.031166 | Time: 10461.2 ms [2022-04-09 23:00:35 main:581] : INFO : Epoch 1789 | loss: 0.0311507 | val_loss: 0.0311674 | Time: 10384.5 ms [2022-04-09 23:00:45 main:581] : INFO : Epoch 1790 | loss: 0.0311495 | val_loss: 0.0311677 | Time: 10361.7 ms [2022-04-09 23:00:56 main:581] : INFO : Epoch 1791 | loss: 0.0311495 | val_loss: 0.0311674 | Time: 10569.3 ms [2022-04-09 23:01:06 main:581] : INFO : Epoch 1792 | loss: 0.0311501 | val_loss: 0.0311675 | Time: 10572.7 ms [2022-04-09 23:01:17 main:581] : INFO : Epoch 1793 | loss: 0.0311512 | val_loss: 0.0311701 | Time: 10501.4 ms [2022-04-09 23:01:27 main:581] : INFO : Epoch 1794 | loss: 0.0311527 | val_loss: 0.0311694 | Time: 10450.3 ms [2022-04-09 23:01:38 main:581] : INFO : Epoch 1795 | loss: 0.0311499 | val_loss: 0.0311628 | Time: 10539.8 ms [2022-04-09 23:01:48 main:581] : INFO : Epoch 1796 | loss: 0.031151 | val_loss: 0.0311681 | Time: 10410.5 ms [2022-04-09 23:01:59 main:581] : INFO : Epoch 1797 | loss: 0.0311483 | val_loss: 0.0311749 | Time: 10454.5 ms [2022-04-09 23:02:09 main:581] : INFO : Epoch 1798 | loss: 0.0311527 | val_loss: 0.0311635 | Time: 10506.6 ms [2022-04-09 23:02:20 main:581] : INFO : Epoch 1799 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 10482 ms [2022-04-09 23:02:30 main:581] : INFO : Epoch 1800 | loss: 0.0311475 | val_loss: 0.0311684 | Time: 10618.6 ms [2022-04-09 23:02:41 main:581] : INFO : Epoch 1801 | loss: 0.0311497 | val_loss: 0.0311676 | Time: 10391 ms [2022-04-09 23:02:51 main:581] : INFO : Epoch 1802 | loss: 0.0311505 | val_loss: 0.031166 | Time: 10543.8 ms [2022-04-09 23:03:02 main:581] : INFO : Epoch 1803 | loss: 0.0311519 | val_loss: 0.0311647 | Time: 10459.8 ms [2022-04-09 23:03:12 main:581] : INFO : Epoch 1804 | loss: 0.0311475 | val_loss: 0.0311698 | Time: 10403.7 ms [2022-04-09 23:03:23 main:581] : INFO : Epoch 1805 | loss: 0.0311478 | val_loss: 0.0311644 | Time: 10400 ms [2022-04-09 23:03:33 main:581] : INFO : Epoch 1806 | loss: 0.0311462 | val_loss: 0.0311695 | Time: 10514.2 ms [2022-04-09 23:03:44 main:581] : INFO : Epoch 1807 | loss: 0.0311509 | val_loss: 0.0311726 | Time: 10383.1 ms [2022-04-09 23:03:54 main:581] : INFO : Epoch 1808 | loss: 0.0311508 | val_loss: 0.0311655 | Time: 10335.1 ms [2022-04-09 23:04:05 main:581] : INFO : Epoch 1809 | loss: 0.0311477 | val_loss: 0.0311721 | Time: 10694.6 ms [2022-04-09 23:04:15 main:581] : INFO : Epoch 1810 | loss: 0.0311467 | val_loss: 0.0311633 | Time: 10391.7 ms [2022-04-09 23:04:25 main:581] : INFO : Epoch 1811 | loss: 0.031147 | val_loss: 0.0311657 | Time: 10372.3 ms [2022-04-09 23:04:36 main:581] : INFO : Epoch 1812 | loss: 0.0311441 | val_loss: 0.0311674 | Time: 10687.4 ms [2022-04-09 23:04:46 main:581] : INFO : Epoch 1813 | loss: 0.0311466 | val_loss: 0.031166 | Time: 10011.7 ms [2022-04-09 23:04:56 main:581] : INFO : Epoch 1814 | loss: 0.0311479 | val_loss: 0.0311662 | Time: 10224.8 ms [2022-04-09 23:05:06 main:581] : INFO : Epoch 1815 | loss: 0.0311482 | val_loss: 0.0311635 | Time: 9960.6 ms [2022-04-09 23:05:17 main:581] : INFO : Epoch 1816 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 10308.9 ms [2022-04-09 23:05:27 main:581] : INFO : Epoch 1817 | loss: 0.0311487 | val_loss: 0.0311651 | Time: 10529.7 ms [2022-04-09 23:05:37 main:581] : INFO : Epoch 1818 | loss: 0.0311479 | val_loss: 0.0311655 | Time: 10403.2 ms [2022-04-09 23:05:48 main:581] : INFO : Epoch 1819 | loss: 0.0311504 | val_loss: 0.0311729 | Time: 10033.1 ms [2022-04-09 23:05:58 main:581] : INFO : Epoch 1820 | loss: 0.0311475 | val_loss: 0.0311646 | Time: 10187 ms [2022-04-09 23:06:08 main:581] : INFO : Epoch 1821 | loss: 0.0311528 | val_loss: 0.0311657 | Time: 10170.6 ms [2022-04-09 23:06:18 main:581] : INFO : Epoch 1822 | loss: 0.03115 | val_loss: 0.0311638 | Time: 10048.6 ms [2022-04-09 23:06:28 main:581] : INFO : Epoch 1823 | loss: 0.0311486 | val_loss: 0.031168 | Time: 10471.8 ms [2022-04-09 23:06:39 main:581] : INFO : Epoch 1824 | loss: 0.0311481 | val_loss: 0.0311636 | Time: 10411.8 ms [2022-04-09 23:06:47 main:581] : INFO : Epoch 1825 | loss: 0.031146 | val_loss: 0.0311641 | Time: 8211.99 ms [2022-04-09 23:06:57 main:581] : INFO : Epoch 1826 | loss: 0.0311457 | val_loss: 0.031164 | Time: 9867.64 ms [2022-04-09 23:07:07 main:581] : INFO : Epoch 1827 | loss: 0.0311443 | val_loss: 0.0311635 | Time: 10539.2 ms [2022-04-09 23:07:18 main:581] : INFO : Epoch 1828 | loss: 0.0311458 | val_loss: 0.031164 | Time: 10738.2 ms [2022-04-09 23:07:29 main:581] : INFO : Epoch 1829 | loss: 0.0311433 | val_loss: 0.0311658 | Time: 10375.9 ms [2022-04-09 23:07:39 main:581] : INFO : Epoch 1830 | loss: 0.0311433 | val_loss: 0.031165 | Time: 10498 ms [2022-04-09 23:07:49 main:581] : INFO : Epoch 1831 | loss: 0.0311439 | val_loss: 0.0311651 | Time: 10007.8 ms [2022-04-09 23:07:59 main:581] : INFO : Epoch 1832 | loss: 0.0311459 | val_loss: 0.0311665 | Time: 10236.8 ms [2022-04-09 23:08:10 main:581] : INFO : Epoch 1833 | loss: 0.031146 | val_loss: 0.0311719 | Time: 11013.2 ms [2022-04-09 23:08:21 main:581] : INFO : Epoch 1834 | loss: 0.0311439 | val_loss: 0.0311665 | Time: 10427.1 ms [2022-04-09 23:08:31 main:581] : INFO : Epoch 1835 | loss: 0.0311453 | val_loss: 0.0311645 | Time: 10562.7 ms [2022-04-09 23:08:42 main:581] : INFO : Epoch 1836 | loss: 0.0311463 | val_loss: 0.0311656 | Time: 10251.7 ms [2022-04-09 23:08:52 main:581] : INFO : Epoch 1837 | loss: 0.0311466 | val_loss: 0.0311662 | Time: 10656.9 ms [2022-04-09 23:09:03 main:581] : INFO : Epoch 1838 | loss: 0.0311492 | val_loss: 0.0311703 | Time: 10366.8 ms [2022-04-09 23:09:13 main:581] : INFO : Epoch 1839 | loss: 0.0311434 | val_loss: 0.0311637 | Time: 10387.8 ms [2022-04-09 23:09:24 main:581] : INFO : Epoch 1840 | loss: 0.0311422 | val_loss: 0.031168 | Time: 10767.4 ms [2022-04-09 23:09:35 main:581] : INFO : Epoch 1841 | loss: 0.0311418 | val_loss: 0.0311654 | Time: 10910.4 ms [2022-04-09 23:09:45 main:581] : INFO : Epoch 1842 | loss: 0.0311493 | val_loss: 0.0311712 | Time: 10365.8 ms [2022-04-09 23:09:53 main:581] : INFO : Epoch 1843 | loss: 0.0311673 | val_loss: 0.031173 | Time: 8409.84 ms [2022-04-09 23:10:02 main:581] : INFO : Epoch 1844 | loss: 0.0311647 | val_loss: 0.0311714 | Time: 8929.83 ms [2022-04-09 23:10:13 main:581] : INFO : Epoch 1845 | loss: 0.031166 | val_loss: 0.0311724 | Time: 10464 ms [2022-04-09 23:10:23 main:581] : INFO : Epoch 1846 | loss: 0.031163 | val_loss: 0.0311739 | Time: 10326.7 ms [2022-04-09 23:10:34 main:581] : INFO : Epoch 1847 | loss: 0.031158 | val_loss: 0.0311631 | Time: 10468.5 ms [2022-04-09 23:10:44 main:581] : INFO : Epoch 1848 | loss: 0.0311557 | val_loss: 0.0311625 | Time: 10425.7 ms [2022-04-09 23:10:54 main:581] : INFO : Epoch 1849 | loss: 0.0311544 | val_loss: 0.0311659 | Time: 10394.1 ms [2022-04-09 23:11:05 main:581] : INFO : Epoch 1850 | loss: 0.031155 | val_loss: 0.0311634 | Time: 10375.8 ms [2022-04-09 23:11:15 main:581] : INFO : Epoch 1851 | loss: 0.0311573 | val_loss: 0.0311678 | Time: 10469.6 ms [2022-04-09 23:11:26 main:581] : INFO : Epoch 1852 | loss: 0.031157 | val_loss: 0.0311652 | Time: 10382.1 ms [2022-04-09 23:11:36 main:581] : INFO : Epoch 1853 | loss: 0.0311571 | val_loss: 0.0311733 | Time: 10364.5 ms [2022-04-09 23:11:46 main:581] : INFO : Epoch 1854 | loss: 0.0311565 | val_loss: 0.0311647 | Time: 10351.2 ms [2022-04-09 23:11:57 main:581] : INFO : Epoch 1855 | loss: 0.0311523 | val_loss: 0.0311719 | Time: 10346.9 ms [2022-04-09 23:12:07 main:581] : INFO : Epoch 1856 | loss: 0.0311633 | val_loss: 0.0311699 | Time: 10527.7 ms [2022-04-09 23:12:18 main:581] : INFO : Epoch 1857 | loss: 0.0311616 | val_loss: 0.0311677 | Time: 10372.8 ms [2022-04-09 23:12:28 main:581] : INFO : Epoch 1858 | loss: 0.0311582 | val_loss: 0.0311684 | Time: 10528.8 ms [2022-04-09 23:12:39 main:581] : INFO : Epoch 1859 | loss: 0.031154 | val_loss: 0.0311646 | Time: 10446.8 ms [2022-04-09 23:12:49 main:581] : INFO : Epoch 1860 | loss: 0.031151 | val_loss: 0.0311674 | Time: 10503 ms [2022-04-09 23:13:00 main:581] : INFO : Epoch 1861 | loss: 0.0311516 | val_loss: 0.0311689 | Time: 10542.6 ms [2022-04-09 23:13:10 main:581] : INFO : Epoch 1862 | loss: 0.0311517 | val_loss: 0.0311657 | Time: 10437.9 ms [2022-04-09 23:13:21 main:581] : INFO : Epoch 1863 | loss: 0.0311504 | val_loss: 0.0311632 | Time: 10556.6 ms [2022-04-09 23:13:31 main:581] : INFO : Epoch 1864 | loss: 0.0311516 | val_loss: 0.0311646 | Time: 10248.8 ms [2022-04-09 23:13:41 main:581] : INFO : Epoch 1865 | loss: 0.0311494 | val_loss: 0.0311697 | Time: 10521.1 ms [2022-04-09 23:13:52 main:581] : INFO : Epoch 1866 | loss: 0.0311489 | val_loss: 0.0311693 | Time: 10483.5 ms [2022-04-09 23:14:02 main:581] : INFO : Epoch 1867 | loss: 0.0311484 | val_loss: 0.0311664 | Time: 10345.1 ms [2022-04-09 23:14:13 main:581] : INFO : Epoch 1868 | loss: 0.0311449 | val_loss: 0.0311642 | Time: 10547.4 ms [2022-04-09 23:14:23 main:581] : INFO : Epoch 1869 | loss: 0.0311472 | val_loss: 0.0311717 | Time: 10440.4 ms [2022-04-09 23:14:34 main:581] : INFO : Epoch 1870 | loss: 0.0311517 | val_loss: 0.0311715 | Time: 10589.1 ms [2022-04-09 23:14:44 main:581] : INFO : Epoch 1871 | loss: 0.0311505 | val_loss: 0.0311647 | Time: 10371.1 ms [2022-04-09 23:14:55 main:581] : INFO : Epoch 1872 | loss: 0.0311494 | val_loss: 0.0311652 | Time: 10429 ms [2022-04-09 23:15:05 main:581] : INFO : Epoch 1873 | loss: 0.0311509 | val_loss: 0.0311643 | Time: 10344.9 ms [2022-04-09 23:15:15 main:581] : INFO : Epoch 1874 | loss: 0.0311482 | val_loss: 0.0311713 | Time: 10431.8 ms [2022-04-09 23:15:26 main:581] : INFO : Epoch 1875 | loss: 0.0311467 | val_loss: 0.0311661 | Time: 10463.8 ms [2022-04-09 23:15:36 main:581] : INFO : Epoch 1876 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 10459.5 ms [2022-04-09 23:15:47 main:581] : INFO : Epoch 1877 | loss: 0.0311453 | val_loss: 0.0311619 | Time: 10497.5 ms [2022-04-09 23:15:57 main:581] : INFO : Epoch 1878 | loss: 0.0311469 | val_loss: 0.0311631 | Time: 10365.9 ms [2022-04-09 23:16:08 main:581] : INFO : Epoch 1879 | loss: 0.0311442 | val_loss: 0.0311645 | Time: 10379.3 ms [2022-04-09 23:16:18 main:581] : INFO : Epoch 1880 | loss: 0.0311447 | val_loss: 0.0311659 | Time: 10483.9 ms [2022-04-09 23:16:28 main:581] : INFO : Epoch 1881 | loss: 0.0311439 | val_loss: 0.0311658 | Time: 10370.5 ms [2022-04-09 23:16:39 main:581] : INFO : Epoch 1882 | loss: 0.0311442 | val_loss: 0.0311628 | Time: 10499 ms [2022-04-09 23:16:49 main:581] : INFO : Epoch 1883 | loss: 0.031144 | val_loss: 0.0311626 | Time: 10304.2 ms [2022-04-09 23:17:00 main:581] : INFO : Epoch 1884 | loss: 0.0311466 | val_loss: 0.0311622 | Time: 10406.6 ms [2022-04-09 23:17:10 main:581] : INFO : Epoch 1885 | loss: 0.0311442 | val_loss: 0.0311636 | Time: 10304.1 ms [2022-04-09 23:17:20 main:581] : INFO : Epoch 1886 | loss: 0.0311457 | val_loss: 0.0311608 | Time: 10550.7 ms [2022-04-09 23:17:31 main:581] : INFO : Epoch 1887 | loss: 0.0311428 | val_loss: 0.0311654 | Time: 10399.7 ms [2022-04-09 23:17:41 main:581] : INFO : Epoch 1888 | loss: 0.031145 | val_loss: 0.0311641 | Time: 10530.4 ms [2022-04-09 23:17:52 main:581] : INFO : Epoch 1889 | loss: 0.03115 | val_loss: 0.0311681 | Time: 10486.3 ms [2022-04-09 23:18:02 main:581] : INFO : Epoch 1890 | loss: 0.0311513 | val_loss: 0.0311672 | Time: 10514.8 ms [2022-04-09 23:18:13 main:581] : INFO : Epoch 1891 | loss: 0.0311576 | val_loss: 0.0311692 | Time: 10639.8 ms [2022-04-09 23:18:23 main:581] : INFO : Epoch 1892 | loss: 0.0311584 | val_loss: 0.0311698 | Time: 10396.6 ms [2022-04-09 23:18:34 main:581] : INFO : Epoch 1893 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 10623.1 ms [2022-04-09 23:18:45 main:581] : INFO : Epoch 1894 | loss: 0.0311581 | val_loss: 0.0311697 | Time: 10541.9 ms [2022-04-09 23:18:55 main:581] : INFO : Epoch 1895 | loss: 0.0311583 | val_loss: 0.031164 | Time: 10463.6 ms [2022-04-09 23:19:06 main:581] : INFO : Epoch 1896 | loss: 0.0311563 | val_loss: 0.0311673 | Time: 10527.5 ms [2022-04-09 23:19:16 main:581] : INFO : Epoch 1897 | loss: 0.031156 | val_loss: 0.0311634 | Time: 10449.9 ms [2022-04-09 23:19:27 main:581] : INFO : Epoch 1898 | loss: 0.0311563 | val_loss: 0.0311667 | Time: 10573.7 ms [2022-04-09 23:19:37 main:581] : INFO : Epoch 1899 | loss: 0.0311554 | val_loss: 0.0311695 | Time: 10475.9 ms [2022-04-09 23:19:48 main:581] : INFO : Epoch 1900 | loss: 0.0311553 | val_loss: 0.0311625 | Time: 10662 ms [2022-04-09 23:19:58 main:581] : INFO : Epoch 1901 | loss: 0.0311523 | val_loss: 0.0311607 | Time: 10560.3 ms [2022-04-09 23:20:09 main:581] : INFO : Epoch 1902 | loss: 0.0311545 | val_loss: 0.0311644 | Time: 10505.5 ms [2022-04-09 23:20:19 main:581] : INFO : Epoch 1903 | loss: 0.0311517 | val_loss: 0.0311621 | Time: 10491.6 ms [2022-04-09 23:20:30 main:581] : INFO : Epoch 1904 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 10431.4 ms [2022-04-09 23:20:40 main:581] : INFO : Epoch 1905 | loss: 0.0311503 | val_loss: 0.0311632 | Time: 10584.3 ms [2022-04-09 23:20:51 main:581] : INFO : Epoch 1906 | loss: 0.0311513 | val_loss: 0.0311632 | Time: 10355.8 ms [2022-04-09 23:21:01 main:581] : INFO : Epoch 1907 | loss: 0.031147 | val_loss: 0.0311633 | Time: 10375.8 ms [2022-04-09 23:21:11 main:581] : INFO : Epoch 1908 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 10282.4 ms [2022-04-09 23:21:22 main:581] : INFO : Epoch 1909 | loss: 0.031146 | val_loss: 0.0311651 | Time: 10409.2 ms [2022-04-09 23:21:32 main:581] : INFO : Epoch 1910 | loss: 0.0311475 | val_loss: 0.0311621 | Time: 10516.1 ms [2022-04-09 23:21:43 main:581] : INFO : Epoch 1911 | loss: 0.0311454 | val_loss: 0.031168 | Time: 10579.5 ms [2022-04-09 23:21:53 main:581] : INFO : Epoch 1912 | loss: 0.0311453 | val_loss: 0.0311654 | Time: 10507.6 ms [2022-04-09 23:22:04 main:581] : INFO : Epoch 1913 | loss: 0.0311501 | val_loss: 0.0311652 | Time: 10395.6 ms [2022-04-09 23:22:14 main:581] : INFO : Epoch 1914 | loss: 0.0311483 | val_loss: 0.0311653 | Time: 10548.2 ms [2022-04-09 23:22:25 main:581] : INFO : Epoch 1915 | loss: 0.0311494 | val_loss: 0.0311601 | Time: 10420.5 ms [2022-04-09 23:22:35 main:581] : INFO : Epoch 1916 | loss: 0.0311454 | val_loss: 0.0311597 | Time: 10375.2 ms [2022-04-09 23:22:46 main:581] : INFO : Epoch 1917 | loss: 0.0311464 | val_loss: 0.0311614 | Time: 10565.7 ms [2022-04-09 23:22:56 main:581] : INFO : Epoch 1918 | loss: 0.031146 | val_loss: 0.0311609 | Time: 10514.7 ms [2022-04-09 23:23:07 main:581] : INFO : Epoch 1919 | loss: 0.0311438 | val_loss: 0.031161 | Time: 10549.2 ms [2022-04-09 23:23:17 main:581] : INFO : Epoch 1920 | loss: 0.0311436 | val_loss: 0.0311608 | Time: 10623.1 ms [2022-04-09 23:23:28 main:581] : INFO : Epoch 1921 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 10637 ms [2022-04-09 23:23:38 main:581] : INFO : Epoch 1922 | loss: 0.0311453 | val_loss: 0.0311612 | Time: 10404.8 ms [2022-04-09 23:23:49 main:581] : INFO : Epoch 1923 | loss: 0.0311442 | val_loss: 0.0311633 | Time: 10475.5 ms [2022-04-09 23:23:59 main:581] : INFO : Epoch 1924 | loss: 0.0311457 | val_loss: 0.0311681 | Time: 10507.8 ms [2022-04-09 23:24:10 main:581] : INFO : Epoch 1925 | loss: 0.0311485 | val_loss: 0.0311648 | Time: 10423.8 ms [2022-04-09 23:24:20 main:581] : INFO : Epoch 1926 | loss: 0.031146 | val_loss: 0.0311632 | Time: 10446.9 ms [2022-04-09 23:24:31 main:581] : INFO : Epoch 1927 | loss: 0.0311428 | val_loss: 0.0311605 | Time: 10400.6 ms [2022-04-09 23:24:41 main:581] : INFO : Epoch 1928 | loss: 0.0311411 | val_loss: 0.0311642 | Time: 10506.4 ms [2022-04-09 23:24:52 main:581] : INFO : Epoch 1929 | loss: 0.0311426 | val_loss: 0.0311621 | Time: 10445.9 ms [2022-04-09 23:25:02 main:581] : INFO : Epoch 1930 | loss: 0.0311455 | val_loss: 0.0311653 | Time: 10552.1 ms [2022-04-09 23:25:13 main:581] : INFO : Epoch 1931 | loss: 0.0311438 | val_loss: 0.0311708 | Time: 10529.2 ms [2022-04-09 23:25:23 main:581] : INFO : Epoch 1932 | loss: 0.0311457 | val_loss: 0.0311624 | Time: 10556.4 ms [2022-04-09 23:25:34 main:581] : INFO : Epoch 1933 | loss: 0.0311417 | val_loss: 0.0311629 | Time: 10536.3 ms [2022-04-09 23:25:44 main:581] : INFO : Epoch 1934 | loss: 0.0311393 | val_loss: 0.0311633 | Time: 10484.6 ms [2022-04-09 23:25:55 main:581] : INFO : Epoch 1935 | loss: 0.0311406 | val_loss: 0.0311623 | Time: 10419.8 ms [2022-04-09 23:26:05 main:581] : INFO : Epoch 1936 | loss: 0.0311396 | val_loss: 0.0311601 | Time: 10526.9 ms [2022-04-09 23:26:16 main:581] : INFO : Epoch 1937 | loss: 0.0311397 | val_loss: 0.0311596 | Time: 10492.8 ms [2022-04-09 23:26:26 main:581] : INFO : Epoch 1938 | loss: 0.0311389 | val_loss: 0.0311614 | Time: 10611.9 ms [2022-04-09 23:26:37 main:581] : INFO : Epoch 1939 | loss: 0.0311378 | val_loss: 0.0311571 | Time: 10514.4 ms [2022-04-09 23:26:47 main:581] : INFO : Epoch 1940 | loss: 0.0311374 | val_loss: 0.0311641 | Time: 10501.3 ms [2022-04-09 23:26:58 main:581] : INFO : Epoch 1941 | loss: 0.0311422 | val_loss: 0.0311603 | Time: 10426 ms [2022-04-09 23:27:08 main:581] : INFO : Epoch 1942 | loss: 0.0311403 | val_loss: 0.0311588 | Time: 10073.7 ms [2022-04-09 23:27:19 main:581] : INFO : Epoch 1943 | loss: 0.0311391 | val_loss: 0.0311602 | Time: 10686.4 ms [2022-04-09 23:27:29 main:581] : INFO : Epoch 1944 | loss: 0.0311431 | val_loss: 0.0311647 | Time: 10396 ms [2022-04-09 23:27:39 main:581] : INFO : Epoch 1945 | loss: 0.0311429 | val_loss: 0.0311631 | Time: 10521.1 ms [2022-04-09 23:27:50 main:581] : INFO : Epoch 1946 | loss: 0.0311433 | val_loss: 0.0311709 | Time: 10139.8 ms [2022-04-09 23:28:00 main:581] : INFO : Epoch 1947 | loss: 0.0311446 | val_loss: 0.0311605 | Time: 10398.6 ms [2022-04-09 23:28:10 main:581] : INFO : Epoch 1948 | loss: 0.0311403 | val_loss: 0.0311672 | Time: 10372.4 ms [2022-04-09 23:28:21 main:581] : INFO : Epoch 1949 | loss: 0.0311449 | val_loss: 0.031169 | Time: 10376.3 ms [2022-04-09 23:28:31 main:581] : INFO : Epoch 1950 | loss: 0.03114 | val_loss: 0.031161 | Time: 10368.8 ms [2022-04-09 23:28:42 main:581] : INFO : Epoch 1951 | loss: 0.0311366 | val_loss: 0.0311678 | Time: 10766.1 ms [2022-04-09 23:28:52 main:581] : INFO : Epoch 1952 | loss: 0.0311404 | val_loss: 0.0311682 | Time: 10519.5 ms [2022-04-09 23:29:03 main:581] : INFO : Epoch 1953 | loss: 0.0311392 | val_loss: 0.0311607 | Time: 10151.9 ms [2022-04-09 23:29:12 main:581] : INFO : Epoch 1954 | loss: 0.0311399 | val_loss: 0.0311623 | Time: 9002.13 ms [2022-04-09 23:29:21 main:581] : INFO : Epoch 1955 | loss: 0.0311404 | val_loss: 0.0311626 | Time: 9097.4 ms [2022-04-09 23:29:31 main:581] : INFO : Epoch 1956 | loss: 0.0311407 | val_loss: 0.0311591 | Time: 10650 ms [2022-04-09 23:29:42 main:581] : INFO : Epoch 1957 | loss: 0.0311418 | val_loss: 0.0311654 | Time: 10376.8 ms [2022-04-09 23:29:52 main:581] : INFO : Epoch 1958 | loss: 0.0311428 | val_loss: 0.0311574 | Time: 10362.6 ms [2022-04-09 23:30:03 main:581] : INFO : Epoch 1959 | loss: 0.0311434 | val_loss: 0.0311628 | Time: 10507.7 ms [2022-04-09 23:30:13 main:581] : INFO : Epoch 1960 | loss: 0.0311418 | val_loss: 0.0311602 | Time: 10634.5 ms [2022-04-09 23:30:24 main:581] : INFO : Epoch 1961 | loss: 0.0311402 | val_loss: 0.0311593 | Time: 10620.1 ms [2022-04-09 23:30:34 main:581] : INFO : Epoch 1962 | loss: 0.0311378 | val_loss: 0.0311618 | Time: 10430.7 ms [2022-04-09 23:30:44 main:581] : INFO : Epoch 1963 | loss: 0.031141 | val_loss: 0.0311636 | Time: 10059.2 ms [2022-04-09 23:30:55 main:581] : INFO : Epoch 1964 | loss: 0.0311456 | val_loss: 0.0311631 | Time: 10799.9 ms [2022-04-09 23:31:06 main:581] : INFO : Epoch 1965 | loss: 0.0311459 | val_loss: 0.031163 | Time: 10559.5 ms [2022-04-09 23:31:16 main:581] : INFO : Epoch 1966 | loss: 0.0311507 | val_loss: 0.031162 | Time: 10540.2 ms [2022-04-09 23:31:27 main:581] : INFO : Epoch 1967 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 10492.2 ms [2022-04-09 23:31:37 main:581] : INFO : Epoch 1968 | loss: 0.0311461 | val_loss: 0.0311613 | Time: 10390.4 ms [2022-04-09 23:31:47 main:581] : INFO : Epoch 1969 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 10229 ms [2022-04-09 23:31:58 main:581] : INFO : Epoch 1970 | loss: 0.0311449 | val_loss: 0.0311628 | Time: 10375.8 ms [2022-04-09 23:32:09 main:581] : INFO : Epoch 1971 | loss: 0.0311431 | val_loss: 0.0311644 | Time: 10890.6 ms [2022-04-09 23:32:19 main:581] : INFO : Epoch 1972 | loss: 0.0311419 | val_loss: 0.0311638 | Time: 10354.9 ms [2022-04-09 23:32:29 main:581] : INFO : Epoch 1973 | loss: 0.0311431 | val_loss: 0.0311715 | Time: 10434 ms [2022-04-09 23:32:40 main:581] : INFO : Epoch 1974 | loss: 0.0311409 | val_loss: 0.031164 | Time: 10113.9 ms [2022-04-09 23:32:49 main:581] : INFO : Epoch 1975 | loss: 0.0311399 | val_loss: 0.0311641 | Time: 9598.28 ms [2022-04-09 23:32:58 main:581] : INFO : Epoch 1976 | loss: 0.0311401 | val_loss: 0.0311633 | Time: 8588.47 ms [2022-04-09 23:33:08 main:581] : INFO : Epoch 1977 | loss: 0.0311383 | val_loss: 0.0311622 | Time: 10500.3 ms [2022-04-09 23:33:19 main:581] : INFO : Epoch 1978 | loss: 0.0311369 | val_loss: 0.0311632 | Time: 10378 ms [2022-04-09 23:33:29 main:581] : INFO : Epoch 1979 | loss: 0.0311413 | val_loss: 0.0311627 | Time: 10572 ms [2022-04-09 23:33:40 main:581] : INFO : Epoch 1980 | loss: 0.0311426 | val_loss: 0.0311559 | Time: 10409.8 ms [2022-04-09 23:33:50 main:581] : INFO : Epoch 1981 | loss: 0.0311429 | val_loss: 0.0311612 | Time: 10449.2 ms [2022-04-09 23:34:01 main:581] : INFO : Epoch 1982 | loss: 0.0311445 | val_loss: 0.0311623 | Time: 10513.5 ms [2022-04-09 23:34:11 main:581] : INFO : Epoch 1983 | loss: 0.0311429 | val_loss: 0.0311569 | Time: 10439.2 ms [2022-04-09 23:34:22 main:581] : INFO : Epoch 1984 | loss: 0.0311432 | val_loss: 0.0311564 | Time: 10527.9 ms [2022-04-09 23:34:32 main:581] : INFO : Epoch 1985 | loss: 0.0311409 | val_loss: 0.0311589 | Time: 10298.7 ms [2022-04-09 23:34:42 main:581] : INFO : Epoch 1986 | loss: 0.0311386 | val_loss: 0.0311585 | Time: 10355 ms [2022-04-09 23:34:53 main:581] : INFO : Epoch 1987 | loss: 0.0311371 | val_loss: 0.0311604 | Time: 10521.7 ms [2022-04-09 23:35:03 main:581] : INFO : Epoch 1988 | loss: 0.0311425 | val_loss: 0.0311584 | Time: 10446 ms [2022-04-09 23:35:14 main:581] : INFO : Epoch 1989 | loss: 0.0311414 | val_loss: 0.0311627 | Time: 10721.7 ms [2022-04-09 23:35:24 main:581] : INFO : Epoch 1990 | loss: 0.0311413 | val_loss: 0.0311606 | Time: 10471.6 ms [2022-04-09 23:35:35 main:581] : INFO : Epoch 1991 | loss: 0.0311364 | val_loss: 0.0311624 | Time: 10694.5 ms [2022-04-09 23:35:46 main:581] : INFO : Epoch 1992 | loss: 0.0311445 | val_loss: 0.0311633 | Time: 10445 ms [2022-04-09 23:35:56 main:581] : INFO : Epoch 1993 | loss: 0.031142 | val_loss: 0.0311625 | Time: 10501.9 ms [2022-04-09 23:36:07 main:581] : INFO : Epoch 1994 | loss: 0.0311446 | val_loss: 0.0311641 | Time: 10505.2 ms [2022-04-09 23:36:17 main:581] : INFO : Epoch 1995 | loss: 0.0311488 | val_loss: 0.0311619 | Time: 10390.5 ms [2022-04-09 23:36:27 main:581] : INFO : Epoch 1996 | loss: 0.0311442 | val_loss: 0.0311593 | Time: 10498.5 ms [2022-04-09 23:36:38 main:581] : INFO : Epoch 1997 | loss: 0.0311422 | val_loss: 0.0311671 | Time: 10446.3 ms [2022-04-09 23:36:48 main:581] : INFO : Epoch 1998 | loss: 0.0311436 | val_loss: 0.031162 | Time: 10573.7 ms [2022-04-09 23:36:59 main:581] : INFO : Epoch 1999 | loss: 0.0311398 | val_loss: 0.031157 | Time: 10320.9 ms [2022-04-09 23:37:09 main:581] : INFO : Epoch 2000 | loss: 0.0311409 | val_loss: 0.0311626 | Time: 10403.8 ms [2022-04-09 23:37:20 main:581] : INFO : Epoch 2001 | loss: 0.0311444 | val_loss: 0.0311643 | Time: 10527.9 ms [2022-04-09 23:37:30 main:581] : INFO : Epoch 2002 | loss: 0.0311448 | val_loss: 0.031162 | Time: 10352.8 ms [2022-04-09 23:37:41 main:581] : INFO : Epoch 2003 | loss: 0.0311436 | val_loss: 0.0311582 | Time: 10592.6 ms [2022-04-09 23:37:51 main:581] : INFO : Epoch 2004 | loss: 0.0311425 | val_loss: 0.031159 | Time: 10416.9 ms [2022-04-09 23:38:02 main:581] : INFO : Epoch 2005 | loss: 0.0311388 | val_loss: 0.0311601 | Time: 10625.3 ms [2022-04-09 23:38:12 main:581] : INFO : Epoch 2006 | loss: 0.0311375 | val_loss: 0.0311557 | Time: 10536.8 ms [2022-04-09 23:38:23 main:581] : INFO : Epoch 2007 | loss: 0.031137 | val_loss: 0.0311572 | Time: 10487.5 ms [2022-04-09 23:38:33 main:581] : INFO : Epoch 2008 | loss: 0.0311368 | val_loss: 0.0311552 | Time: 10568.4 ms [2022-04-09 23:38:44 main:581] : INFO : Epoch 2009 | loss: 0.0311339 | val_loss: 0.0311536 | Time: 10418.1 ms [2022-04-09 23:38:54 main:581] : INFO : Epoch 2010 | loss: 0.0311334 | val_loss: 0.0311584 | Time: 10454.7 ms [2022-04-09 23:39:05 main:581] : INFO : Epoch 2011 | loss: 0.031135 | val_loss: 0.0311541 | Time: 10465.3 ms [2022-04-09 23:39:15 main:581] : INFO : Epoch 2012 | loss: 0.0311343 | val_loss: 0.0311574 | Time: 10479.7 ms [2022-04-09 23:39:26 main:581] : INFO : Epoch 2013 | loss: 0.0311334 | val_loss: 0.0311607 | Time: 10560.3 ms [2022-04-09 23:39:36 main:581] : INFO : Epoch 2014 | loss: 0.0311328 | val_loss: 0.0311536 | Time: 10419.5 ms [2022-04-09 23:39:47 main:581] : INFO : Epoch 2015 | loss: 0.0311324 | val_loss: 0.0311586 | Time: 10410.2 ms [2022-04-09 23:39:57 main:581] : INFO : Epoch 2016 | loss: 0.0311288 | val_loss: 0.0311566 | Time: 10542.8 ms [2022-04-09 23:40:08 main:581] : INFO : Epoch 2017 | loss: 0.0311295 | val_loss: 0.0311599 | Time: 10551.8 ms [2022-04-09 23:40:18 main:581] : INFO : Epoch 2018 | loss: 0.03113 | val_loss: 0.0311616 | Time: 10399.9 ms [2022-04-09 23:40:29 main:581] : INFO : Epoch 2019 | loss: 0.0311296 | val_loss: 0.0311551 | Time: 10526.2 ms [2022-04-09 23:40:39 main:581] : INFO : Epoch 2020 | loss: 0.0311295 | val_loss: 0.0311548 | Time: 10328 ms [2022-04-09 23:40:49 main:581] : INFO : Epoch 2021 | loss: 0.0311308 | val_loss: 0.0311563 | Time: 10312.6 ms [2022-04-09 23:41:00 main:581] : INFO : Epoch 2022 | loss: 0.0311326 | val_loss: 0.0311552 | Time: 10389.2 ms [2022-04-09 23:41:10 main:581] : INFO : Epoch 2023 | loss: 0.0311329 | val_loss: 0.0311625 | Time: 10467.6 ms [2022-04-09 23:41:21 main:581] : INFO : Epoch 2024 | loss: 0.0311314 | val_loss: 0.031155 | Time: 10469.9 ms [2022-04-09 23:41:31 main:581] : INFO : Epoch 2025 | loss: 0.0311316 | val_loss: 0.0311575 | Time: 10263.9 ms [2022-04-09 23:41:41 main:581] : INFO : Epoch 2026 | loss: 0.0311309 | val_loss: 0.0311619 | Time: 10502.4 ms [2022-04-09 23:41:52 main:581] : INFO : Epoch 2027 | loss: 0.031131 | val_loss: 0.0311622 | Time: 10340.2 ms [2022-04-09 23:42:02 main:581] : INFO : Epoch 2028 | loss: 0.0311313 | val_loss: 0.0311571 | Time: 10449.3 ms [2022-04-09 23:42:13 main:581] : INFO : Epoch 2029 | loss: 0.0311283 | val_loss: 0.0311585 | Time: 10462.9 ms [2022-04-09 23:42:23 main:581] : INFO : Epoch 2030 | loss: 0.0311314 | val_loss: 0.0311564 | Time: 10346.1 ms [2022-04-09 23:42:33 main:581] : INFO : Epoch 2031 | loss: 0.0311315 | val_loss: 0.0311582 | Time: 10505.5 ms [2022-04-09 23:42:44 main:581] : INFO : Epoch 2032 | loss: 0.0311305 | val_loss: 0.0311575 | Time: 10375.7 ms [2022-04-09 23:42:54 main:581] : INFO : Epoch 2033 | loss: 0.0311291 | val_loss: 0.0311532 | Time: 10419.3 ms [2022-04-09 23:43:05 main:581] : INFO : Epoch 2034 | loss: 0.0311321 | val_loss: 0.0311549 | Time: 10329.3 ms [2022-04-09 23:43:15 main:581] : INFO : Epoch 2035 | loss: 0.0311287 | val_loss: 0.0311598 | Time: 10273 ms [2022-04-09 23:43:25 main:581] : INFO : Epoch 2036 | loss: 0.0311302 | val_loss: 0.0311557 | Time: 10432.3 ms [2022-04-09 23:43:36 main:581] : INFO : Epoch 2037 | loss: 0.0311331 | val_loss: 0.0311658 | Time: 10552 ms [2022-04-09 23:43:46 main:581] : INFO : Epoch 2038 | loss: 0.0311391 | val_loss: 0.031162 | Time: 10614.3 ms [2022-04-09 23:43:57 main:581] : INFO : Epoch 2039 | loss: 0.0311346 | val_loss: 0.0311614 | Time: 10488.6 ms [2022-04-09 23:44:08 main:581] : INFO : Epoch 2040 | loss: 0.0311311 | val_loss: 0.031156 | Time: 10660.6 ms [2022-04-09 23:44:18 main:581] : INFO : Epoch 2041 | loss: 0.03113 | val_loss: 0.0311576 | Time: 10475.9 ms [2022-04-09 23:44:28 main:581] : INFO : Epoch 2042 | loss: 0.0311325 | val_loss: 0.0311572 | Time: 10401.3 ms [2022-04-09 23:44:39 main:581] : INFO : Epoch 2043 | loss: 0.0311288 | val_loss: 0.0311592 | Time: 10499.5 ms [2022-04-09 23:44:49 main:581] : INFO : Epoch 2044 | loss: 0.0311286 | val_loss: 0.0311622 | Time: 10504.3 ms [2022-04-09 23:45:00 main:581] : INFO : Epoch 2045 | loss: 0.0311278 | val_loss: 0.0311599 | Time: 10570.7 ms [2022-04-09 23:45:11 main:581] : INFO : Epoch 2046 | loss: 0.0311276 | val_loss: 0.0311595 | Time: 10636.4 ms [2022-04-09 23:45:21 main:581] : INFO : Epoch 2047 | loss: 0.0311296 | val_loss: 0.0311704 | Time: 10406.8 ms [2022-04-09 23:45:31 main:581] : INFO : Epoch 2048 | loss: 0.0311334 | val_loss: 0.0311524 | Time: 10331.1 ms [2022-04-09 23:45:31 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311524 [2022-04-09 23:45:31 main:610] : INFO : Saving end state to config to file [2022-04-09 23:45:31 main:615] : INFO : Success, exiting.. 23:45:31 (21278): 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)