Task 14182456
| Name | ParityModified-1647049046-14514-3-0_0 |
| Workunit | 11244350 |
| Created | 1 Apr 2022, 7:36:56 UTC |
| Sent | 8 Apr 2022, 13:03:17 UTC |
| Report deadline | 16 Apr 2022, 13:03:17 UTC |
| Received | 8 Apr 2022, 19:08:53 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18747 |
| Run time | 5 hours 53 min 22 sec |
| CPU time | 4 hours 14 min 42 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> | Time: 10449.6 ms [2022-04-08 13:33:02 main:581] : INFO : Epoch 1538 | loss: 0.0311263 | val_loss: 0.0311537 | Time: 10355.8 ms [2022-04-08 13:33:13 main:581] : INFO : Epoch 1539 | loss: 0.031123 | val_loss: 0.031153 | Time: 10468.2 ms [2022-04-08 13:33:23 main:581] : INFO : Epoch 1540 | loss: 0.031123 | val_loss: 0.0311547 | Time: 10441.8 ms [2022-04-08 13:33:34 main:581] : INFO : Epoch 1541 | loss: 0.0311292 | val_loss: 0.0311598 | Time: 10400.8 ms [2022-04-08 13:33:44 main:581] : INFO : Epoch 1542 | loss: 0.0311315 | val_loss: 0.0311604 | Time: 10330.8 ms [2022-04-08 13:33:54 main:581] : INFO : Epoch 1543 | loss: 0.0311321 | val_loss: 0.0311606 | Time: 10285.8 ms [2022-04-08 13:34:05 main:581] : INFO : Epoch 1544 | loss: 0.0311306 | val_loss: 0.0311575 | Time: 10453.9 ms [2022-04-08 13:34:15 main:581] : INFO : Epoch 1545 | loss: 0.0311287 | val_loss: 0.0311536 | Time: 10387.8 ms [2022-04-08 13:34:26 main:581] : INFO : Epoch 1546 | loss: 0.0311265 | val_loss: 0.0311566 | Time: 10433.3 ms [2022-04-08 13:34:36 main:581] : INFO : Epoch 1547 | loss: 0.031124 | val_loss: 0.0311503 | Time: 10349 ms [2022-04-08 13:34:46 main:581] : INFO : Epoch 1548 | loss: 0.0311276 | val_loss: 0.0311497 | Time: 10381.2 ms [2022-04-08 13:34:57 main:581] : INFO : Epoch 1549 | loss: 0.0311285 | val_loss: 0.0311537 | Time: 10335.8 ms [2022-04-08 13:35:07 main:581] : INFO : Epoch 1550 | loss: 0.0311261 | val_loss: 0.0311523 | Time: 10307.7 ms [2022-04-08 13:35:17 main:581] : INFO : Epoch 1551 | loss: 0.0311286 | val_loss: 0.0311536 | Time: 10438.9 ms [2022-04-08 13:35:28 main:581] : INFO : Epoch 1552 | loss: 0.031126 | val_loss: 0.0311534 | Time: 10432.1 ms [2022-04-08 13:35:38 main:581] : INFO : Epoch 1553 | loss: 0.0311232 | val_loss: 0.0311543 | Time: 10377 ms [2022-04-08 13:35:49 main:581] : INFO : Epoch 1554 | loss: 0.0311267 | val_loss: 0.0311545 | Time: 10396.3 ms [2022-04-08 13:35:59 main:581] : INFO : Epoch 1555 | loss: 0.0311247 | val_loss: 0.0311537 | Time: 10363.6 ms [2022-04-08 13:36:09 main:581] : INFO : Epoch 1556 | loss: 0.0311233 | val_loss: 0.0311576 | Time: 10428.3 ms [2022-04-08 13:36:20 main:581] : INFO : Epoch 1557 | loss: 0.0311248 | val_loss: 0.0311528 | Time: 10414.7 ms [2022-04-08 13:36:30 main:581] : INFO : Epoch 1558 | loss: 0.0311258 | val_loss: 0.0311566 | Time: 10507.7 ms [2022-04-08 13:36:41 main:581] : INFO : Epoch 1559 | loss: 0.0311257 | val_loss: 0.031154 | Time: 10403.8 ms [2022-04-08 13:36:51 main:581] : INFO : Epoch 1560 | loss: 0.0311224 | val_loss: 0.0311547 | Time: 10273.8 ms [2022-04-08 13:37:01 main:581] : INFO : Epoch 1561 | loss: 0.0311217 | val_loss: 0.0311523 | Time: 10376.8 ms [2022-04-08 13:37:12 main:581] : INFO : Epoch 1562 | loss: 0.0311213 | val_loss: 0.0311522 | Time: 10572.8 ms [2022-04-08 13:37:22 main:581] : INFO : Epoch 1563 | loss: 0.0311221 | val_loss: 0.0311524 | Time: 10364 ms [2022-04-08 13:37:33 main:581] : INFO : Epoch 1564 | loss: 0.0311201 | val_loss: 0.0311552 | Time: 10276.7 ms [2022-04-08 13:37:43 main:581] : INFO : Epoch 1565 | loss: 0.0311212 | val_loss: 0.0311589 | Time: 10551.2 ms [2022-04-08 13:37:53 main:581] : INFO : Epoch 1566 | loss: 0.0311245 | val_loss: 0.0311547 | Time: 10243.1 ms [2022-04-08 13:38:04 main:581] : INFO : Epoch 1567 | loss: 0.0311204 | val_loss: 0.0311518 | Time: 10452.1 ms [2022-04-08 13:38:14 main:581] : INFO : Epoch 1568 | loss: 0.0311218 | val_loss: 0.0311512 | Time: 10347.8 ms [2022-04-08 13:38:25 main:581] : INFO : Epoch 1569 | loss: 0.0311196 | val_loss: 0.0311533 | Time: 10530.7 ms [2022-04-08 13:38:35 main:581] : INFO : Epoch 1570 | loss: 0.0311196 | val_loss: 0.0311558 | Time: 10392.8 ms [2022-04-08 13:38:46 main:581] : INFO : Epoch 1571 | loss: 0.0311207 | val_loss: 0.031162 | Time: 10409.5 ms [2022-04-08 13:38:56 main:581] : INFO : Epoch 1572 | loss: 0.0311323 | val_loss: 0.0311612 | Time: 10577.1 ms [2022-04-08 13:39:07 main:581] : INFO : Epoch 1573 | loss: 0.0311308 | val_loss: 0.0311565 | Time: 10601 ms [2022-04-08 13:39:17 main:581] : INFO : Epoch 1574 | loss: 0.0311313 | val_loss: 0.0311541 | Time: 10577.6 ms [2022-04-08 13:39:28 main:581] : INFO : Epoch 1575 | loss: 0.0311275 | val_loss: 0.0311544 | Time: 10438.1 ms [2022-04-08 13:39:38 main:581] : INFO : Epoch 1576 | loss: 0.0311254 | val_loss: 0.0311576 | Time: 10627.2 ms [2022-04-08 13:39:49 main:581] : INFO : Epoch 1577 | loss: 0.0311223 | val_loss: 0.0311532 | Time: 10503.7 ms [2022-04-08 13:39:59 main:581] : INFO : Epoch 1578 | loss: 0.0311226 | val_loss: 0.0311519 | Time: 10421.1 ms [2022-04-08 13:40:10 main:581] : INFO : Epoch 1579 | loss: 0.0311214 | val_loss: 0.0311534 | Time: 10540.2 ms [2022-04-08 13:40:20 main:581] : INFO : Epoch 1580 | loss: 0.03112 | val_loss: 0.0311579 | Time: 10392.1 ms [2022-04-08 13:40:31 main:581] : INFO : Epoch 1581 | loss: 0.0311241 | val_loss: 0.0311615 | Time: 10531.2 ms [2022-04-08 13:40:41 main:581] : INFO : Epoch 1582 | loss: 0.031123 | val_loss: 0.0311704 | Time: 10344.6 ms [2022-04-08 13:40:52 main:581] : INFO : Epoch 1583 | loss: 0.0311256 | val_loss: 0.0311636 | Time: 10372.5 ms [2022-04-08 13:41:02 main:581] : INFO : Epoch 1584 | loss: 0.0311207 | val_loss: 0.0311607 | Time: 10437.3 ms [2022-04-08 13:41:12 main:581] : INFO : Epoch 1585 | loss: 0.0311208 | val_loss: 0.0311536 | Time: 10264.2 ms [2022-04-08 13:41:23 main:581] : INFO : Epoch 1586 | loss: 0.0311217 | val_loss: 0.0311522 | Time: 10569.5 ms [2022-04-08 13:41:33 main:581] : INFO : Epoch 1587 | loss: 0.0311198 | val_loss: 0.0311517 | Time: 10324.7 ms [2022-04-08 13:41:43 main:581] : INFO : Epoch 1588 | loss: 0.0311186 | val_loss: 0.0311511 | Time: 10169.6 ms [2022-04-08 13:41:53 main:581] : INFO : Epoch 1589 | loss: 0.0311182 | val_loss: 0.0311511 | Time: 9968.28 ms [2022-04-08 13:42:03 main:581] : INFO : Epoch 1590 | loss: 0.0311178 | val_loss: 0.0311507 | Time: 9995.07 ms [2022-04-08 13:42:14 main:581] : INFO : Epoch 1591 | loss: 0.0311206 | val_loss: 0.0311539 | Time: 10837.9 ms [2022-04-08 13:42:24 main:581] : INFO : Epoch 1592 | loss: 0.0311229 | val_loss: 0.0311516 | Time: 10265.1 ms [2022-04-08 13:42:34 main:581] : INFO : Epoch 1593 | loss: 0.0311189 | val_loss: 0.0311531 | Time: 9318.36 ms [2022-04-08 13:42:44 main:581] : INFO : Epoch 1594 | loss: 0.0311197 | val_loss: 0.0311599 | Time: 10215 ms [2022-04-08 13:42:53 main:581] : INFO : Epoch 1595 | loss: 0.0311215 | val_loss: 0.0311545 | Time: 9539.74 ms [2022-04-08 13:43:04 main:581] : INFO : Epoch 1596 | loss: 0.0311177 | val_loss: 0.031155 | Time: 10559.8 ms [2022-04-08 13:43:15 main:581] : INFO : Epoch 1597 | loss: 0.0311197 | val_loss: 0.0311592 | Time: 10764.7 ms [2022-04-08 13:43:25 main:581] : INFO : Epoch 1598 | loss: 0.0311194 | val_loss: 0.0311549 | Time: 9934.94 ms [2022-04-08 13:43:35 main:581] : INFO : Epoch 1599 | loss: 0.031117 | val_loss: 0.0311548 | Time: 9806.19 ms [2022-04-08 13:43:44 main:581] : INFO : Epoch 1600 | loss: 0.0311196 | val_loss: 0.0311562 | Time: 9545.49 ms [2022-04-08 13:43:48 main:581] : INFO : Epoch 1601 | loss: 0.0311272 | val_loss: 0.0311592 | Time: 4241.33 ms [2022-04-08 13:43:58 main:581] : INFO : Epoch 1602 | loss: 0.0311233 | val_loss: 0.0311537 | Time: 10166.7 ms [2022-04-08 13:44:09 main:581] : INFO : Epoch 1603 | loss: 0.0311214 | val_loss: 0.0311554 | Time: 10597.8 ms [2022-04-08 13:44:20 main:581] : INFO : Epoch 1604 | loss: 0.0311223 | val_loss: 0.0311591 | Time: 10455 ms [2022-04-08 13:44:30 main:581] : INFO : Epoch 1605 | loss: 0.0311212 | val_loss: 0.0311545 | Time: 10173.1 ms [2022-04-08 13:44:38 main:581] : INFO : Epoch 1606 | loss: 0.0311218 | val_loss: 0.0311546 | Time: 8730.86 ms [2022-04-08 13:44:48 main:581] : INFO : Epoch 1607 | loss: 0.0311209 | val_loss: 0.031162 | Time: 9167.4 ms [2022-04-08 13:44:58 main:581] : INFO : Epoch 1608 | loss: 0.0311207 | val_loss: 0.0311555 | Time: 10258.3 ms [2022-04-08 13:45:08 main:581] : INFO : Epoch 1609 | loss: 0.0311182 | val_loss: 0.0311542 | Time: 10525 ms [2022-04-08 13:45:19 main:581] : INFO : Epoch 1610 | loss: 0.0311176 | val_loss: 0.0311626 | Time: 10329.5 ms [2022-04-08 13:45:29 main:581] : INFO : Epoch 1611 | loss: 0.031117 | val_loss: 0.0311537 | Time: 10308.9 ms [2022-04-08 13:45:39 main:581] : INFO : Epoch 1612 | loss: 0.0311155 | val_loss: 0.0311557 | Time: 10405.2 ms [2022-04-08 13:45:50 main:581] : INFO : Epoch 1613 | loss: 0.0311164 | val_loss: 0.0311553 | Time: 10430.5 ms [2022-04-08 13:46:00 main:581] : INFO : Epoch 1614 | loss: 0.0311161 | val_loss: 0.0311549 | Time: 10471.6 ms [2022-04-08 13:46:11 main:581] : INFO : Epoch 1615 | loss: 0.0311148 | val_loss: 0.0311532 | Time: 10468.1 ms [2022-04-08 13:46:21 main:581] : INFO : Epoch 1616 | loss: 0.0311199 | val_loss: 0.0311598 | Time: 10554.3 ms [2022-04-08 13:46:32 main:581] : INFO : Epoch 1617 | loss: 0.0311208 | val_loss: 0.0311599 | Time: 10549.3 ms [2022-04-08 13:46:42 main:581] : INFO : Epoch 1618 | loss: 0.0311223 | val_loss: 0.0311624 | Time: 10560.2 ms [2022-04-08 13:46:53 main:581] : INFO : Epoch 1619 | loss: 0.0311191 | val_loss: 0.0311542 | Time: 10379.6 ms [2022-04-08 13:47:03 main:581] : INFO : Epoch 1620 | loss: 0.0311188 | val_loss: 0.0311561 | Time: 10396.2 ms [2022-04-08 13:47:14 main:581] : INFO : Epoch 1621 | loss: 0.0311191 | val_loss: 0.0311546 | Time: 10453.5 ms [2022-04-08 13:47:24 main:581] : INFO : Epoch 1622 | loss: 0.031128 | val_loss: 0.0311548 | Time: 10326.7 ms [2022-04-08 13:47:35 main:581] : INFO : Epoch 1623 | loss: 0.0311321 | val_loss: 0.0311515 | Time: 10538.4 ms [2022-04-08 13:47:45 main:581] : INFO : Epoch 1624 | loss: 0.0311263 | val_loss: 0.0311516 | Time: 10390.2 ms [2022-04-08 13:47:55 main:581] : INFO : Epoch 1625 | loss: 0.0311357 | val_loss: 0.0311567 | Time: 10435.8 ms [2022-04-08 13:48:06 main:581] : INFO : Epoch 1626 | loss: 0.0311341 | val_loss: 0.0311539 | Time: 10373.4 ms [2022-04-08 13:48:16 main:581] : INFO : Epoch 1627 | loss: 0.0311302 | val_loss: 0.0311558 | Time: 10369.8 ms [2022-04-08 13:48:27 main:581] : INFO : Epoch 1628 | loss: 0.0311304 | val_loss: 0.0311536 | Time: 10554.2 ms [2022-04-08 13:48:37 main:581] : INFO : Epoch 1629 | loss: 0.0311273 | val_loss: 0.031155 | Time: 10241.5 ms [2022-04-08 13:48:47 main:581] : INFO : Epoch 1630 | loss: 0.0311258 | val_loss: 0.0311574 | Time: 10439.2 ms [2022-04-08 13:48:58 main:581] : INFO : Epoch 1631 | loss: 0.0311322 | val_loss: 0.0311572 | Time: 10305.3 ms [2022-04-08 13:49:08 main:581] : INFO : Epoch 1632 | loss: 0.0311279 | val_loss: 0.031155 | Time: 10489.6 ms [2022-04-08 13:49:19 main:581] : INFO : Epoch 1633 | loss: 0.0311272 | val_loss: 0.0311558 | Time: 10376 ms [2022-04-08 13:49:29 main:581] : INFO : Epoch 1634 | loss: 0.0311257 | val_loss: 0.0311538 | Time: 10426.1 ms [2022-04-08 13:49:39 main:581] : INFO : Epoch 1635 | loss: 0.0311249 | val_loss: 0.0311573 | Time: 10464 ms [2022-04-08 13:49:50 main:581] : INFO : Epoch 1636 | loss: 0.0311251 | val_loss: 0.0311587 | Time: 10404.3 ms [2022-04-08 13:50:00 main:581] : INFO : Epoch 1637 | loss: 0.0311262 | val_loss: 0.0311553 | Time: 10636.9 ms [2022-04-08 13:50:11 main:581] : INFO : Epoch 1638 | loss: 0.0311226 | val_loss: 0.0311512 | Time: 10494.2 ms [2022-04-08 13:50:21 main:581] : INFO : Epoch 1639 | loss: 0.0311234 | val_loss: 0.0311513 | Time: 10516.7 ms [2022-04-08 13:50:32 main:581] : INFO : Epoch 1640 | loss: 0.0311243 | val_loss: 0.0311549 | Time: 10506.5 ms [2022-04-08 13:50:42 main:581] : INFO : Epoch 1641 | loss: 0.0311247 | val_loss: 0.0311571 | Time: 10414.9 ms [2022-04-08 13:50:53 main:581] : INFO : Epoch 1642 | loss: 0.03117 | val_loss: 0.0311804 | Time: 10567.7 ms [2022-04-08 13:51:03 main:581] : INFO : Epoch 1643 | loss: 0.0311672 | val_loss: 0.0311619 | Time: 10459.2 ms [2022-04-08 13:51:14 main:581] : INFO : Epoch 1644 | loss: 0.0311605 | val_loss: 0.0311609 | Time: 10603.3 ms [2022-04-08 13:51:25 main:581] : INFO : Epoch 1645 | loss: 0.0311554 | val_loss: 0.0311586 | Time: 10501.7 ms [2022-04-08 13:51:35 main:581] : INFO : Epoch 1646 | loss: 0.0311502 | val_loss: 0.031157 | Time: 10607.9 ms [2022-04-08 13:51:46 main:581] : INFO : Epoch 1647 | loss: 0.0311481 | val_loss: 0.0311569 | Time: 10544.4 ms [2022-04-08 13:51:56 main:581] : INFO : Epoch 1648 | loss: 0.0311471 | val_loss: 0.0311545 | Time: 10520.8 ms [2022-04-08 13:52:07 main:581] : INFO : Epoch 1649 | loss: 0.0311487 | val_loss: 0.0311585 | Time: 10505 ms [2022-04-08 13:52:17 main:581] : INFO : Epoch 1650 | loss: 0.0311462 | val_loss: 0.031157 | Time: 10527.1 ms [2022-04-08 13:52:28 main:581] : INFO : Epoch 1651 | loss: 0.0311435 | val_loss: 0.031154 | Time: 10559.1 ms [2022-04-08 13:52:38 main:581] : INFO : Epoch 1652 | loss: 0.031142 | val_loss: 0.031153 | Time: 10561.2 ms [2022-04-08 13:52:49 main:581] : INFO : Epoch 1653 | loss: 0.0311406 | val_loss: 0.0311575 | Time: 10523.1 ms [2022-04-08 13:52:59 main:581] : INFO : Epoch 1654 | loss: 0.031139 | val_loss: 0.0311537 | Time: 10480.8 ms [2022-04-08 13:53:10 main:581] : INFO : Epoch 1655 | loss: 0.0311378 | val_loss: 0.0311604 | Time: 10406.4 ms [2022-04-08 13:53:20 main:581] : INFO : Epoch 1656 | loss: 0.0311409 | val_loss: 0.0311554 | Time: 10508.7 ms [2022-04-08 13:53:31 main:581] : INFO : Epoch 1657 | loss: 0.0311421 | val_loss: 0.0311619 | Time: 10348.3 ms [2022-04-08 13:53:41 main:581] : INFO : Epoch 1658 | loss: 0.0311411 | val_loss: 0.031155 | Time: 10507.9 ms [2022-04-08 13:53:52 main:581] : INFO : Epoch 1659 | loss: 0.0311391 | val_loss: 0.0311562 | Time: 10547.8 ms [2022-04-08 13:54:02 main:581] : INFO : Epoch 1660 | loss: 0.0311357 | val_loss: 0.0311543 | Time: 10418.5 ms [2022-04-08 13:54:13 main:581] : INFO : Epoch 1661 | loss: 0.0311341 | val_loss: 0.0311552 | Time: 10415.9 ms [2022-04-08 13:54:23 main:581] : INFO : Epoch 1662 | loss: 0.0311352 | val_loss: 0.0311574 | Time: 10326.3 ms [2022-04-08 13:54:33 main:581] : INFO : Epoch 1663 | loss: 0.0311391 | val_loss: 0.0311541 | Time: 10510.2 ms [2022-04-08 13:54:44 main:581] : INFO : Epoch 1664 | loss: 0.0311365 | val_loss: 0.0311595 | Time: 10303.8 ms [2022-04-08 13:54:54 main:581] : INFO : Epoch 1665 | loss: 0.0311366 | val_loss: 0.0311552 | Time: 10595.4 ms [2022-04-08 13:55:05 main:581] : INFO : Epoch 1666 | loss: 0.0311329 | val_loss: 0.0311524 | Time: 10480.2 ms [2022-04-08 13:55:15 main:581] : INFO : Epoch 1667 | loss: 0.0311329 | val_loss: 0.0311531 | Time: 10660.8 ms [2022-04-08 13:55:26 main:581] : INFO : Epoch 1668 | loss: 0.0311343 | val_loss: 0.0311533 | Time: 10476 ms [2022-04-08 13:55:36 main:581] : INFO : Epoch 1669 | loss: 0.0311335 | val_loss: 0.031152 | Time: 10490.8 ms [2022-04-08 13:55:47 main:581] : INFO : Epoch 1670 | loss: 0.0311314 | val_loss: 0.0311517 | Time: 10667.2 ms [2022-04-08 13:55:57 main:581] : INFO : Epoch 1671 | loss: 0.0311316 | val_loss: 0.031149 | Time: 10338.6 ms [2022-04-08 13:56:08 main:581] : INFO : Epoch 1672 | loss: 0.0311299 | val_loss: 0.0311527 | Time: 10585.6 ms [2022-04-08 13:56:18 main:581] : INFO : Epoch 1673 | loss: 0.0311301 | val_loss: 0.0311513 | Time: 10428.2 ms [2022-04-08 13:56:29 main:581] : INFO : Epoch 1674 | loss: 0.0311303 | val_loss: 0.0311521 | Time: 10511.5 ms [2022-04-08 13:56:39 main:581] : INFO : Epoch 1675 | loss: 0.0311317 | val_loss: 0.0311552 | Time: 10400.2 ms [2022-04-08 13:56:50 main:581] : INFO : Epoch 1676 | loss: 0.0311295 | val_loss: 0.0311521 | Time: 10359.3 ms [2022-04-08 13:57:00 main:581] : INFO : Epoch 1677 | loss: 0.031127 | val_loss: 0.0311539 | Time: 10468 ms [2022-04-08 13:57:11 main:581] : INFO : Epoch 1678 | loss: 0.0311272 | val_loss: 0.0311534 | Time: 10379.9 ms [2022-04-08 13:57:21 main:581] : INFO : Epoch 1679 | loss: 0.0311289 | val_loss: 0.0311547 | Time: 10423.8 ms [2022-04-08 13:57:31 main:581] : INFO : Epoch 1680 | loss: 0.0311295 | val_loss: 0.0311538 | Time: 10446 ms [2022-04-08 13:57:42 main:581] : INFO : Epoch 1681 | loss: 0.0311337 | val_loss: 0.0311515 | Time: 10473.9 ms [2022-04-08 13:57:52 main:581] : INFO : Epoch 1682 | loss: 0.0311297 | val_loss: 0.0311503 | Time: 10527.4 ms [2022-04-08 13:58:03 main:581] : INFO : Epoch 1683 | loss: 0.0311296 | val_loss: 0.031151 | Time: 10393.7 ms [2022-04-08 13:58:13 main:581] : INFO : Epoch 1684 | loss: 0.0311318 | val_loss: 0.031156 | Time: 10489.8 ms [2022-04-08 13:58:24 main:581] : INFO : Epoch 1685 | loss: 0.0311286 | val_loss: 0.0311534 | Time: 10438.1 ms [2022-04-08 13:58:34 main:581] : INFO : Epoch 1686 | loss: 0.0311271 | val_loss: 0.031154 | Time: 10553.9 ms [2022-04-08 13:58:45 main:581] : INFO : Epoch 1687 | loss: 0.031129 | val_loss: 0.0311596 | Time: 10366.4 ms [2022-04-08 13:58:55 main:581] : INFO : Epoch 1688 | loss: 0.0311377 | val_loss: 0.0311547 | Time: 10459 ms [2022-04-08 13:59:05 main:581] : INFO : Epoch 1689 | loss: 0.0311363 | val_loss: 0.0311569 | Time: 10353.1 ms [2022-04-08 13:59:16 main:581] : INFO : Epoch 1690 | loss: 0.0311335 | val_loss: 0.031159 | Time: 10312.4 ms [2022-04-08 13:59:26 main:581] : INFO : Epoch 1691 | loss: 0.0311347 | val_loss: 0.0311576 | Time: 10364.9 ms [2022-04-08 13:59:36 main:581] : INFO : Epoch 1692 | loss: 0.0311332 | val_loss: 0.0311502 | Time: 10282.7 ms [2022-04-08 13:59:47 main:581] : INFO : Epoch 1693 | loss: 0.031131 | val_loss: 0.0311528 | Time: 10441 ms [2022-04-08 13:59:57 main:581] : INFO : Epoch 1694 | loss: 0.031128 | val_loss: 0.0311547 | Time: 10407.3 ms [2022-04-08 14:00:08 main:581] : INFO : Epoch 1695 | loss: 0.0311263 | val_loss: 0.0311525 | Time: 10423.4 ms [2022-04-08 14:00:18 main:581] : INFO : Epoch 1696 | loss: 0.0311254 | val_loss: 0.0311504 | Time: 10463.3 ms [2022-04-08 14:00:29 main:581] : INFO : Epoch 1697 | loss: 0.0311246 | val_loss: 0.0311542 | Time: 10433.4 ms [2022-04-08 14:00:39 main:581] : INFO : Epoch 1698 | loss: 0.031128 | val_loss: 0.0311557 | Time: 10317.1 ms [2022-04-08 14:00:49 main:581] : INFO : Epoch 1699 | loss: 0.0311275 | val_loss: 0.0311518 | Time: 10166.5 ms [2022-04-08 14:01:00 main:581] : INFO : Epoch 1700 | loss: 0.0311241 | val_loss: 0.0311515 | Time: 10531 ms [2022-04-08 14:01:10 main:581] : INFO : Epoch 1701 | loss: 0.0311252 | val_loss: 0.0311509 | Time: 10365 ms [2022-04-08 14:01:20 main:581] : INFO : Epoch 1702 | loss: 0.0311261 | val_loss: 0.0311505 | Time: 10410.3 ms [2022-04-08 14:01:31 main:581] : INFO : Epoch 1703 | loss: 0.0311243 | val_loss: 0.0311553 | Time: 10327.7 ms [2022-04-08 14:01:41 main:581] : INFO : Epoch 1704 | loss: 0.0311239 | val_loss: 0.031152 | Time: 10353.5 ms [2022-04-08 14:01:52 main:581] : INFO : Epoch 1705 | loss: 0.0311238 | val_loss: 0.0311486 | Time: 10501.9 ms [2022-04-08 14:02:02 main:581] : INFO : Epoch 1706 | loss: 0.0311276 | val_loss: 0.0311505 | Time: 10241.2 ms [2022-04-08 14:02:12 main:581] : INFO : Epoch 1707 | loss: 0.0311277 | val_loss: 0.0311471 | Time: 10508 ms [2022-04-08 14:02:23 main:581] : INFO : Epoch 1708 | loss: 0.0311282 | val_loss: 0.0311543 | Time: 10478.5 ms [2022-04-08 14:02:33 main:581] : INFO : Epoch 1709 | loss: 0.031127 | val_loss: 0.0311538 | Time: 10632.2 ms [2022-04-08 14:02:44 main:581] : INFO : Epoch 1710 | loss: 0.0311291 | val_loss: 0.0311572 | Time: 10525.4 ms [2022-04-08 14:02:54 main:581] : INFO : Epoch 1711 | loss: 0.0311283 | val_loss: 0.0311606 | Time: 10496.5 ms [2022-04-08 14:03:05 main:581] : INFO : Epoch 1712 | loss: 0.0311345 | val_loss: 0.0311555 | Time: 10402.6 ms [2022-04-08 14:03:15 main:581] : INFO : Epoch 1713 | loss: 0.0311292 | val_loss: 0.0311564 | Time: 10461.7 ms [2022-04-08 14:03:26 main:581] : INFO : Epoch 1714 | loss: 0.031125 | val_loss: 0.0311528 | Time: 10566.9 ms [2022-04-08 14:03:36 main:581] : INFO : Epoch 1715 | loss: 0.0311273 | val_loss: 0.0311554 | Time: 10383.1 ms [2022-04-08 14:03:47 main:581] : INFO : Epoch 1716 | loss: 0.0311282 | val_loss: 0.0311546 | Time: 10324 ms [2022-04-08 14:03:57 main:581] : INFO : Epoch 1717 | loss: 0.0311245 | val_loss: 0.0311523 | Time: 10492.5 ms [2022-04-08 14:04:08 main:581] : INFO : Epoch 1718 | loss: 0.0311251 | val_loss: 0.0311509 | Time: 10399.5 ms [2022-04-08 14:04:18 main:581] : INFO : Epoch 1719 | loss: 0.0311227 | val_loss: 0.0311511 | Time: 10472.1 ms [2022-04-08 14:04:28 main:581] : INFO : Epoch 1720 | loss: 0.03112 | val_loss: 0.0311519 | Time: 10401.6 ms [2022-04-08 14:04:38 main:581] : INFO : Epoch 1721 | loss: 0.0311198 | val_loss: 0.0311499 | Time: 9851.15 ms [2022-04-08 14:04:49 main:581] : INFO : Epoch 1722 | loss: 0.0311202 | val_loss: 0.0311571 | Time: 10902.3 ms [2022-04-08 14:05:00 main:581] : INFO : Epoch 1723 | loss: 0.0311182 | val_loss: 0.031152 | Time: 10486.2 ms [2022-04-08 14:05:09 main:581] : INFO : Epoch 1724 | loss: 0.0311186 | val_loss: 0.0311503 | Time: 9291.08 ms [2022-04-08 14:05:19 main:581] : INFO : Epoch 1725 | loss: 0.0311221 | val_loss: 0.0311546 | Time: 9723.87 ms [2022-04-08 14:05:29 main:581] : INFO : Epoch 1726 | loss: 0.0311187 | val_loss: 0.0311572 | Time: 10580 ms [2022-04-08 14:05:39 main:581] : INFO : Epoch 1727 | loss: 0.0311183 | val_loss: 0.0311513 | Time: 10050.8 ms [2022-04-08 14:05:49 main:581] : INFO : Epoch 1728 | loss: 0.0311204 | val_loss: 0.0311604 | Time: 9908.87 ms [2022-04-08 14:05:59 main:581] : INFO : Epoch 1729 | loss: 0.0311213 | val_loss: 0.0311542 | Time: 9805.39 ms [2022-04-08 14:06:09 main:581] : INFO : Epoch 1730 | loss: 0.0311217 | val_loss: 0.0311534 | Time: 9562.7 ms [2022-04-08 14:06:19 main:581] : INFO : Epoch 1731 | loss: 0.031123 | val_loss: 0.0311562 | Time: 10537.1 ms [2022-04-08 14:06:29 main:581] : INFO : Epoch 1732 | loss: 0.0311227 | val_loss: 0.0311581 | Time: 9890.63 ms [2022-04-08 14:06:39 main:581] : INFO : Epoch 1733 | loss: 0.0311219 | val_loss: 0.0311561 | Time: 10082.1 ms [2022-04-08 14:06:45 main:581] : INFO : Epoch 1734 | loss: 0.031123 | val_loss: 0.0311627 | Time: 5528.16 ms [2022-04-08 14:06:54 main:581] : INFO : Epoch 1735 | loss: 0.0311214 | val_loss: 0.0311585 | Time: 9105.02 ms [2022-04-08 14:07:04 main:581] : INFO : Epoch 1736 | loss: 0.0311205 | val_loss: 0.0311596 | Time: 10009.6 ms [2022-04-08 14:07:12 main:581] : INFO : Epoch 1737 | loss: 0.0311226 | val_loss: 0.0311538 | Time: 8710.2 ms [2022-04-08 14:07:22 main:581] : INFO : Epoch 1738 | loss: 0.0311223 | val_loss: 0.0311624 | Time: 9518.01 ms [2022-04-08 14:07:32 main:581] : INFO : Epoch 1739 | loss: 0.0311212 | val_loss: 0.0311582 | Time: 10289.4 ms [2022-04-08 14:07:43 main:581] : INFO : Epoch 1740 | loss: 0.0311217 | val_loss: 0.0311504 | Time: 10450.5 ms [2022-04-08 14:07:53 main:581] : INFO : Epoch 1741 | loss: 0.0311203 | val_loss: 0.0311604 | Time: 10367.9 ms [2022-04-08 14:08:04 main:581] : INFO : Epoch 1742 | loss: 0.0311206 | val_loss: 0.0311635 | Time: 10518.8 ms [2022-04-08 14:08:14 main:581] : INFO : Epoch 1743 | loss: 0.031118 | val_loss: 0.0311529 | Time: 10408.5 ms [2022-04-08 14:08:24 main:581] : INFO : Epoch 1744 | loss: 0.0311162 | val_loss: 0.0311539 | Time: 10347 ms [2022-04-08 14:08:35 main:581] : INFO : Epoch 1745 | loss: 0.0311176 | val_loss: 0.0311582 | Time: 10409.7 ms [2022-04-08 14:08:45 main:581] : INFO : Epoch 1746 | loss: 0.031116 | val_loss: 0.0311564 | Time: 10355.8 ms [2022-04-08 14:08:56 main:581] : INFO : Epoch 1747 | loss: 0.0311178 | val_loss: 0.0311548 | Time: 10363 ms [2022-04-08 14:09:06 main:581] : INFO : Epoch 1748 | loss: 0.0311162 | val_loss: 0.0311588 | Time: 10252.3 ms [2022-04-08 14:09:16 main:581] : INFO : Epoch 1749 | loss: 0.031117 | val_loss: 0.0311513 | Time: 10449.8 ms [2022-04-08 14:09:27 main:581] : INFO : Epoch 1750 | loss: 0.0311191 | val_loss: 0.0311537 | Time: 10387.8 ms [2022-04-08 14:09:37 main:581] : INFO : Epoch 1751 | loss: 0.0311165 | val_loss: 0.0311539 | Time: 10502.5 ms [2022-04-08 14:09:48 main:581] : INFO : Epoch 1752 | loss: 0.0311172 | val_loss: 0.0311577 | Time: 10482.7 ms [2022-04-08 14:09:58 main:581] : INFO : Epoch 1753 | loss: 0.0311156 | val_loss: 0.0311557 | Time: 10299.8 ms [2022-04-08 14:10:09 main:581] : INFO : Epoch 1754 | loss: 0.031115 | val_loss: 0.0311571 | Time: 10700.3 ms [2022-04-08 14:10:19 main:581] : INFO : Epoch 1755 | loss: 0.031117 | val_loss: 0.0311863 | Time: 10338.6 ms [2022-04-08 14:10:30 main:581] : INFO : Epoch 1756 | loss: 0.0311493 | val_loss: 0.0311626 | Time: 10708.5 ms [2022-04-08 14:10:40 main:581] : INFO : Epoch 1757 | loss: 0.0311377 | val_loss: 0.0311552 | Time: 10337.1 ms [2022-04-08 14:10:50 main:581] : INFO : Epoch 1758 | loss: 0.0311311 | val_loss: 0.0311545 | Time: 10456.5 ms [2022-04-08 14:11:01 main:581] : INFO : Epoch 1759 | loss: 0.0311261 | val_loss: 0.0311547 | Time: 10382 ms [2022-04-08 14:11:11 main:581] : INFO : Epoch 1760 | loss: 0.0311246 | val_loss: 0.0311527 | Time: 10406.8 ms [2022-04-08 14:11:22 main:581] : INFO : Epoch 1761 | loss: 0.0311252 | val_loss: 0.0311562 | Time: 10315.9 ms [2022-04-08 14:11:32 main:581] : INFO : Epoch 1762 | loss: 0.0311299 | val_loss: 0.0311569 | Time: 10351.6 ms [2022-04-08 14:11:42 main:581] : INFO : Epoch 1763 | loss: 0.031125 | val_loss: 0.0311493 | Time: 10507.7 ms [2022-04-08 14:11:53 main:581] : INFO : Epoch 1764 | loss: 0.0311219 | val_loss: 0.0311508 | Time: 10268.7 ms [2022-04-08 14:12:03 main:581] : INFO : Epoch 1765 | loss: 0.0311196 | val_loss: 0.0311505 | Time: 10475.5 ms [2022-04-08 14:12:14 main:581] : INFO : Epoch 1766 | loss: 0.0311193 | val_loss: 0.0311548 | Time: 10407.9 ms [2022-04-08 14:12:24 main:581] : INFO : Epoch 1767 | loss: 0.0311182 | val_loss: 0.0311583 | Time: 10383.4 ms [2022-04-08 14:12:34 main:581] : INFO : Epoch 1768 | loss: 0.0311182 | val_loss: 0.0311539 | Time: 10436.2 ms [2022-04-08 14:12:45 main:581] : INFO : Epoch 1769 | loss: 0.0311158 | val_loss: 0.0311555 | Time: 10384.3 ms [2022-04-08 14:12:55 main:581] : INFO : Epoch 1770 | loss: 0.0311161 | val_loss: 0.0311615 | Time: 10559.4 ms [2022-04-08 14:13:06 main:581] : INFO : Epoch 1771 | loss: 0.0311168 | val_loss: 0.0311529 | Time: 10611.8 ms [2022-04-08 14:13:16 main:581] : INFO : Epoch 1772 | loss: 0.0311171 | val_loss: 0.0311619 | Time: 10442.7 ms [2022-04-08 14:13:27 main:581] : INFO : Epoch 1773 | loss: 0.0311191 | val_loss: 0.0311546 | Time: 10407.5 ms [2022-04-08 14:13:37 main:581] : INFO : Epoch 1774 | loss: 0.0311172 | val_loss: 0.0311541 | Time: 10390.9 ms [2022-04-08 14:13:48 main:581] : INFO : Epoch 1775 | loss: 0.0311161 | val_loss: 0.0311534 | Time: 10418.2 ms [2022-04-08 14:13:58 main:581] : INFO : Epoch 1776 | loss: 0.0311153 | val_loss: 0.0311499 | Time: 10418.1 ms [2022-04-08 14:14:09 main:581] : INFO : Epoch 1777 | loss: 0.0311155 | val_loss: 0.0311509 | Time: 10553.5 ms [2022-04-08 14:14:19 main:581] : INFO : Epoch 1778 | loss: 0.0311157 | val_loss: 0.0311516 | Time: 10337 ms [2022-04-08 14:14:29 main:581] : INFO : Epoch 1779 | loss: 0.0311148 | val_loss: 0.0311521 | Time: 10526.6 ms [2022-04-08 14:14:40 main:581] : INFO : Epoch 1780 | loss: 0.0311204 | val_loss: 0.0311642 | Time: 10419.1 ms [2022-04-08 14:14:50 main:581] : INFO : Epoch 1781 | loss: 0.0311245 | val_loss: 0.0311579 | Time: 10402.5 ms [2022-04-08 14:15:01 main:581] : INFO : Epoch 1782 | loss: 0.0311234 | val_loss: 0.0311567 | Time: 10375.7 ms [2022-04-08 14:15:11 main:581] : INFO : Epoch 1783 | loss: 0.0311191 | val_loss: 0.0311574 | Time: 10327.7 ms [2022-04-08 14:15:22 main:581] : INFO : Epoch 1784 | loss: 0.031119 | val_loss: 0.0311546 | Time: 10570.3 ms [2022-04-08 14:15:32 main:581] : INFO : Epoch 1785 | loss: 0.0311158 | val_loss: 0.0311548 | Time: 10389.4 ms [2022-04-08 14:15:42 main:581] : INFO : Epoch 1786 | loss: 0.0311155 | val_loss: 0.031154 | Time: 10474.6 ms [2022-04-08 14:15:53 main:581] : INFO : Epoch 1787 | loss: 0.0311154 | val_loss: 0.0311542 | Time: 10497.8 ms [2022-04-08 14:16:03 main:581] : INFO : Epoch 1788 | loss: 0.0311157 | val_loss: 0.031158 | Time: 10370.1 ms [2022-04-08 14:16:14 main:581] : INFO : Epoch 1789 | loss: 0.0311237 | val_loss: 0.031157 | Time: 10443.8 ms [2022-04-08 14:16:24 main:581] : INFO : Epoch 1790 | loss: 0.0311252 | val_loss: 0.0311513 | Time: 10314.7 ms [2022-04-08 14:16:35 main:581] : INFO : Epoch 1791 | loss: 0.0311261 | val_loss: 0.0311525 | Time: 10566.6 ms [2022-04-08 14:16:45 main:581] : INFO : Epoch 1792 | loss: 0.0311279 | val_loss: 0.0311505 | Time: 10444.2 ms [2022-04-08 14:16:55 main:581] : INFO : Epoch 1793 | loss: 0.0311243 | val_loss: 0.0311571 | Time: 10390.7 ms [2022-04-08 14:17:06 main:581] : INFO : Epoch 1794 | loss: 0.0311242 | val_loss: 0.0311546 | Time: 10525.4 ms [2022-04-08 14:17:16 main:581] : INFO : Epoch 1795 | loss: 0.0311211 | val_loss: 0.0311584 | Time: 10405.4 ms [2022-04-08 14:17:27 main:581] : INFO : Epoch 1796 | loss: 0.03112 | val_loss: 0.0311551 | Time: 10496.2 ms [2022-04-08 14:17:37 main:581] : INFO : Epoch 1797 | loss: 0.0311203 | val_loss: 0.0311584 | Time: 10394.5 ms [2022-04-08 14:17:48 main:581] : INFO : Epoch 1798 | loss: 0.0311192 | val_loss: 0.0311552 | Time: 10549.6 ms [2022-04-08 14:17:58 main:581] : INFO : Epoch 1799 | loss: 0.0311197 | val_loss: 0.0311565 | Time: 10414.5 ms [2022-04-08 14:18:09 main:581] : INFO : Epoch 1800 | loss: 0.0311226 | val_loss: 0.0311539 | Time: 10542.6 ms [2022-04-08 14:18:19 main:581] : INFO : Epoch 1801 | loss: 0.0311227 | val_loss: 0.0311586 | Time: 10469.6 ms [2022-04-08 14:18:30 main:581] : INFO : Epoch 1802 | loss: 0.0311223 | val_loss: 0.0311533 | Time: 10485.7 ms [2022-04-08 14:18:40 main:581] : INFO : Epoch 1803 | loss: 0.0311207 | val_loss: 0.0311524 | Time: 10578 ms [2022-04-08 14:18:51 main:581] : INFO : Epoch 1804 | loss: 0.0311238 | val_loss: 0.0311491 | Time: 10515.8 ms [2022-04-08 14:19:01 main:581] : INFO : Epoch 1805 | loss: 0.0311227 | val_loss: 0.0311539 | Time: 10363.8 ms [2022-04-08 14:19:12 main:581] : INFO : Epoch 1806 | loss: 0.0311194 | val_loss: 0.0311579 | Time: 10548.3 ms [2022-04-08 14:19:22 main:581] : INFO : Epoch 1807 | loss: 0.031119 | val_loss: 0.0311579 | Time: 10570.9 ms [2022-04-08 14:19:33 main:581] : INFO : Epoch 1808 | loss: 0.0311179 | val_loss: 0.0311573 | Time: 10385 ms [2022-04-08 14:19:43 main:581] : INFO : Epoch 1809 | loss: 0.0311176 | val_loss: 0.031159 | Time: 10491.6 ms [2022-04-08 14:19:54 main:581] : INFO : Epoch 1810 | loss: 0.0311173 | val_loss: 0.0311561 | Time: 10484 ms [2022-04-08 14:20:04 main:581] : INFO : Epoch 1811 | loss: 0.0311178 | val_loss: 0.0311484 | Time: 10394.2 ms [2022-04-08 14:20:14 main:581] : INFO : Epoch 1812 | loss: 0.0311198 | val_loss: 0.0311493 | Time: 10416.2 ms [2022-04-08 14:20:25 main:581] : INFO : Epoch 1813 | loss: 0.0311203 | val_loss: 0.0311496 | Time: 10473.1 ms [2022-04-08 14:20:35 main:581] : INFO : Epoch 1814 | loss: 0.031119 | val_loss: 0.0311519 | Time: 10504.4 ms [2022-04-08 14:20:46 main:581] : INFO : Epoch 1815 | loss: 0.0311195 | val_loss: 0.0311532 | Time: 10381.9 ms [2022-04-08 14:20:56 main:581] : INFO : Epoch 1816 | loss: 0.0311194 | val_loss: 0.031148 | Time: 10513.3 ms [2022-04-08 14:21:07 main:581] : INFO : Epoch 1817 | loss: 0.0311176 | val_loss: 0.0311448 | Time: 10552.5 ms [2022-04-08 14:21:17 main:581] : INFO : Epoch 1818 | loss: 0.0311169 | val_loss: 0.0311463 | Time: 10511.1 ms [2022-04-08 14:21:28 main:581] : INFO : Epoch 1819 | loss: 0.0311194 | val_loss: 0.031147 | Time: 10579.8 ms [2022-04-08 14:21:38 main:581] : INFO : Epoch 1820 | loss: 0.0311177 | val_loss: 0.0311505 | Time: 10341.3 ms [2022-04-08 14:21:49 main:581] : INFO : Epoch 1821 | loss: 0.0311164 | val_loss: 0.0311482 | Time: 10532 ms [2022-04-08 14:21:59 main:581] : INFO : Epoch 1822 | loss: 0.0311179 | val_loss: 0.0311488 | Time: 10347.8 ms [2022-04-08 14:22:10 main:581] : INFO : Epoch 1823 | loss: 0.0311148 | val_loss: 0.0311484 | Time: 10416.2 ms [2022-04-08 14:22:20 main:581] : INFO : Epoch 1824 | loss: 0.0311157 | val_loss: 0.0311479 | Time: 10619.5 ms [2022-04-08 14:22:31 main:581] : INFO : Epoch 1825 | loss: 0.0311143 | val_loss: 0.0311482 | Time: 10474.7 ms [2022-04-08 14:22:41 main:581] : INFO : Epoch 1826 | loss: 0.0311156 | val_loss: 0.0311565 | Time: 10555.8 ms [2022-04-08 14:22:52 main:581] : INFO : Epoch 1827 | loss: 0.0311155 | val_loss: 0.0311544 | Time: 10333 ms [2022-04-08 14:23:02 main:581] : INFO : Epoch 1828 | loss: 0.0311149 | val_loss: 0.0311521 | Time: 10530.2 ms [2022-04-08 14:23:13 main:581] : INFO : Epoch 1829 | loss: 0.031113 | val_loss: 0.0311546 | Time: 10489.4 ms [2022-04-08 14:23:23 main:581] : INFO : Epoch 1830 | loss: 0.0311124 | val_loss: 0.0311554 | Time: 10205.7 ms [2022-04-08 14:23:34 main:581] : INFO : Epoch 1831 | loss: 0.0311106 | val_loss: 0.0311535 | Time: 10609.5 ms [2022-04-08 14:23:44 main:581] : INFO : Epoch 1832 | loss: 0.0311102 | val_loss: 0.0311496 | Time: 10444 ms [2022-04-08 14:23:55 main:581] : INFO : Epoch 1833 | loss: 0.0311145 | val_loss: 0.0311612 | Time: 10639.6 ms [2022-04-08 14:24:05 main:581] : INFO : Epoch 1834 | loss: 0.0311122 | val_loss: 0.0311521 | Time: 10507.5 ms [2022-04-08 14:24:16 main:581] : INFO : Epoch 1835 | loss: 0.0311133 | val_loss: 0.0311523 | Time: 10584.2 ms [2022-04-08 14:24:26 main:581] : INFO : Epoch 1836 | loss: 0.0311142 | val_loss: 0.03116 | Time: 10475.8 ms [2022-04-08 14:24:37 main:581] : INFO : Epoch 1837 | loss: 0.031113 | val_loss: 0.0311584 | Time: 10340.2 ms [2022-04-08 14:24:47 main:581] : INFO : Epoch 1838 | loss: 0.0311111 | val_loss: 0.0311571 | Time: 10531.5 ms [2022-04-08 14:24:57 main:581] : INFO : Epoch 1839 | loss: 0.0311101 | val_loss: 0.0311543 | Time: 10298.2 ms [2022-04-08 14:25:08 main:581] : INFO : Epoch 1840 | loss: 0.031111 | val_loss: 0.0311448 | Time: 10663.2 ms [2022-04-08 14:25:19 main:581] : INFO : Epoch 1841 | loss: 0.0311139 | val_loss: 0.0311526 | Time: 10462.2 ms [2022-04-08 14:25:29 main:581] : INFO : Epoch 1842 | loss: 0.0311125 | val_loss: 0.0311546 | Time: 10363.8 ms [2022-04-08 14:25:39 main:581] : INFO : Epoch 1843 | loss: 0.0311121 | val_loss: 0.0311555 | Time: 10453.8 ms [2022-04-08 14:25:50 main:581] : INFO : Epoch 1844 | loss: 0.0311099 | val_loss: 0.0311499 | Time: 10391.8 ms [2022-04-08 14:26:00 main:581] : INFO : Epoch 1845 | loss: 0.0311136 | val_loss: 0.0311516 | Time: 10558.1 ms [2022-04-08 14:26:11 main:581] : INFO : Epoch 1846 | loss: 0.0311185 | val_loss: 0.0311626 | Time: 10399.9 ms [2022-04-08 14:26:21 main:581] : INFO : Epoch 1847 | loss: 0.031117 | val_loss: 0.0311519 | Time: 10613.1 ms [2022-04-08 14:26:32 main:581] : INFO : Epoch 1848 | loss: 0.0311142 | val_loss: 0.0311499 | Time: 10516.6 ms [2022-04-08 14:26:42 main:581] : INFO : Epoch 1849 | loss: 0.0311117 | val_loss: 0.0311561 | Time: 10530 ms [2022-04-08 14:26:53 main:581] : INFO : Epoch 1850 | loss: 0.0311117 | val_loss: 0.0311507 | Time: 10529.6 ms [2022-04-08 14:27:03 main:581] : INFO : Epoch 1851 | loss: 0.0311112 | val_loss: 0.0311657 | Time: 10389.3 ms [2022-04-08 14:27:14 main:581] : INFO : Epoch 1852 | loss: 0.0311161 | val_loss: 0.0311475 | Time: 10472.3 ms [2022-04-08 14:27:24 main:581] : INFO : Epoch 1853 | loss: 0.0311121 | val_loss: 0.0311499 | Time: 10360.2 ms [2022-04-08 14:27:35 main:581] : INFO : Epoch 1854 | loss: 0.0311119 | val_loss: 0.0311518 | Time: 10531.8 ms [2022-04-08 14:27:39 main:581] : INFO : Epoch 1855 | loss: 0.0311097 | val_loss: 0.0311504 | Time: 3965.87 ms [2022-04-08 14:27:50 main:581] : INFO : Epoch 1856 | loss: 0.0311092 | val_loss: 0.0311604 | Time: 10941 ms [2022-04-08 14:27:57 main:581] : INFO : Epoch 1857 | loss: 0.0311079 | val_loss: 0.0311528 | Time: 7649.86 ms [2022-04-08 14:28:03 main:581] : INFO : Epoch 1858 | loss: 0.0311102 | val_loss: 0.0311541 | Time: 5988.33 ms [2022-04-08 14:28:14 main:581] : INFO : Epoch 1859 | loss: 0.0311104 | val_loss: 0.0311566 | Time: 10786.6 ms [2022-04-08 14:28:20 main:581] : INFO : Epoch 1860 | loss: 0.0311127 | val_loss: 0.0311604 | Time: 6254.76 ms [2022-04-08 14:28:27 main:581] : INFO : Epoch 1861 | loss: 0.032533 | val_loss: 0.0417633 | Time: 7147.21 ms [2022-04-08 14:28:37 main:581] : INFO : Epoch 1862 | loss: 0.0735765 | val_loss: 0.0632956 | Time: 9664.84 ms [2022-04-08 14:28:43 main:581] : INFO : Epoch 1863 | loss: 0.0701359 | val_loss: 0.126185 | Time: 6127.12 ms [2022-04-08 14:28:52 main:581] : INFO : Epoch 1864 | loss: 0.0469502 | val_loss: 0.0334546 | Time: 8874.97 ms [2022-04-08 14:29:02 main:581] : INFO : Epoch 1865 | loss: 0.0329302 | val_loss: 0.031841 | Time: 10244.1 ms [2022-04-08 14:29:09 main:581] : INFO : Epoch 1866 | loss: 0.0315934 | val_loss: 0.0313817 | Time: 6937.07 ms [2022-04-08 14:29:17 main:581] : INFO : Epoch 1867 | loss: 0.031351 | val_loss: 0.0313089 | Time: 7594.69 ms [2022-04-08 14:29:27 main:581] : INFO : Epoch 1868 | loss: 0.031297 | val_loss: 0.0312883 | Time: 10061.4 ms [2022-04-08 14:29:33 main:581] : INFO : Epoch 1869 | loss: 0.03128 | val_loss: 0.0312792 | Time: 6117.79 ms [2022-04-08 14:29:42 main:581] : INFO : Epoch 1870 | loss: 0.0312738 | val_loss: 0.0312744 | Time: 8513.54 ms [2022-04-08 14:29:44 main:581] : INFO : Epoch 1871 | loss: 0.0312699 | val_loss: 0.0312696 | Time: 2739.86 ms [2022-04-08 14:29:47 main:581] : INFO : Epoch 1872 | loss: 0.031267 | val_loss: 0.0312684 | Time: 2926.48 ms [2022-04-08 14:29:54 main:581] : INFO : Epoch 1873 | loss: 0.0312645 | val_loss: 0.0312662 | Time: 6781.58 ms [2022-04-08 14:30:04 main:581] : INFO : Epoch 1874 | loss: 0.0312623 | val_loss: 0.031264 | Time: 10396.7 ms [2022-04-08 14:30:15 main:581] : INFO : Epoch 1875 | loss: 0.0312609 | val_loss: 0.0312636 | Time: 10532.7 ms [2022-04-08 14:30:25 main:581] : INFO : Epoch 1876 | loss: 0.0312597 | val_loss: 0.0312607 | Time: 10453.1 ms [2022-04-08 14:30:36 main:581] : INFO : Epoch 1877 | loss: 0.0312579 | val_loss: 0.0312633 | Time: 10522 ms [2022-04-08 14:30:46 main:581] : INFO : Epoch 1878 | loss: 0.031258 | val_loss: 0.0312593 | Time: 10370.3 ms [2022-04-08 14:30:57 main:581] : INFO : Epoch 1879 | loss: 0.0312549 | val_loss: 0.0312558 | Time: 10362.3 ms [2022-04-08 14:31:07 main:581] : INFO : Epoch 1880 | loss: 0.031254 | val_loss: 0.0312524 | Time: 10417.2 ms [2022-04-08 14:31:17 main:581] : INFO : Epoch 1881 | loss: 0.0312502 | val_loss: 0.0312494 | Time: 10236 ms [2022-04-08 14:31:28 main:581] : INFO : Epoch 1882 | loss: 0.0312487 | val_loss: 0.0312483 | Time: 10515.8 ms [2022-04-08 14:31:38 main:581] : INFO : Epoch 1883 | loss: 0.0312481 | val_loss: 0.0312472 | Time: 10376.5 ms [2022-04-08 14:31:49 main:581] : INFO : Epoch 1884 | loss: 0.031246 | val_loss: 0.0312452 | Time: 10429.7 ms [2022-04-08 14:31:59 main:581] : INFO : Epoch 1885 | loss: 0.0312444 | val_loss: 0.0312439 | Time: 10329.2 ms [2022-04-08 14:32:09 main:581] : INFO : Epoch 1886 | loss: 0.0312431 | val_loss: 0.0312425 | Time: 10344 ms [2022-04-08 14:32:20 main:581] : INFO : Epoch 1887 | loss: 0.0312416 | val_loss: 0.03124 | Time: 10384.4 ms [2022-04-08 14:32:30 main:581] : INFO : Epoch 1888 | loss: 0.0312406 | val_loss: 0.0312386 | Time: 10319.1 ms [2022-04-08 14:32:40 main:581] : INFO : Epoch 1889 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 10472 ms [2022-04-08 14:32:51 main:581] : INFO : Epoch 1890 | loss: 0.0312365 | val_loss: 0.0312351 | Time: 10317.1 ms [2022-04-08 14:33:01 main:581] : INFO : Epoch 1891 | loss: 0.0312349 | val_loss: 0.0312337 | Time: 10386.4 ms [2022-04-08 14:33:12 main:581] : INFO : Epoch 1892 | loss: 0.0312333 | val_loss: 0.0312329 | Time: 10400.4 ms [2022-04-08 14:33:22 main:581] : INFO : Epoch 1893 | loss: 0.0312319 | val_loss: 0.0312311 | Time: 10311 ms [2022-04-08 14:33:32 main:581] : INFO : Epoch 1894 | loss: 0.0312307 | val_loss: 0.0312298 | Time: 10493.2 ms [2022-04-08 14:33:43 main:581] : INFO : Epoch 1895 | loss: 0.0312286 | val_loss: 0.0312296 | Time: 10307 ms [2022-04-08 14:33:53 main:581] : INFO : Epoch 1896 | loss: 0.0312275 | val_loss: 0.0312271 | Time: 10496.2 ms [2022-04-08 14:34:04 main:581] : INFO : Epoch 1897 | loss: 0.031226 | val_loss: 0.0312247 | Time: 10355.8 ms [2022-04-08 14:34:14 main:581] : INFO : Epoch 1898 | loss: 0.0312242 | val_loss: 0.0312242 | Time: 10506.5 ms [2022-04-08 14:34:24 main:581] : INFO : Epoch 1899 | loss: 0.0312226 | val_loss: 0.0312212 | Time: 10320.6 ms [2022-04-08 14:34:35 main:581] : INFO : Epoch 1900 | loss: 0.0312221 | val_loss: 0.0312202 | Time: 10360.6 ms [2022-04-08 14:34:45 main:581] : INFO : Epoch 1901 | loss: 0.0312207 | val_loss: 0.0312185 | Time: 10465.5 ms [2022-04-08 14:34:56 main:581] : INFO : Epoch 1902 | loss: 0.0312184 | val_loss: 0.0312175 | Time: 10394.2 ms [2022-04-08 14:35:06 main:581] : INFO : Epoch 1903 | loss: 0.0312175 | val_loss: 0.0312184 | Time: 10570 ms [2022-04-08 14:35:17 main:581] : INFO : Epoch 1904 | loss: 0.0312162 | val_loss: 0.0312139 | Time: 10356.7 ms [2022-04-08 14:35:27 main:581] : INFO : Epoch 1905 | loss: 0.031214 | val_loss: 0.0312128 | Time: 10548.8 ms [2022-04-08 14:35:38 main:581] : INFO : Epoch 1906 | loss: 0.0312139 | val_loss: 0.0312133 | Time: 10556.5 ms [2022-04-08 14:35:48 main:581] : INFO : Epoch 1907 | loss: 0.0312132 | val_loss: 0.0312094 | Time: 10335.1 ms [2022-04-08 14:35:58 main:581] : INFO : Epoch 1908 | loss: 0.0312113 | val_loss: 0.0312085 | Time: 10419.6 ms [2022-04-08 14:36:09 main:581] : INFO : Epoch 1909 | loss: 0.0312099 | val_loss: 0.0312081 | Time: 10297.9 ms [2022-04-08 14:36:19 main:581] : INFO : Epoch 1910 | loss: 0.0312091 | val_loss: 0.0312086 | Time: 10496.1 ms [2022-04-08 14:36:30 main:581] : INFO : Epoch 1911 | loss: 0.0312077 | val_loss: 0.0312098 | Time: 10406.6 ms [2022-04-08 14:36:40 main:581] : INFO : Epoch 1912 | loss: 0.0312062 | val_loss: 0.0312036 | Time: 10501 ms [2022-04-08 14:36:51 main:581] : INFO : Epoch 1913 | loss: 0.0312054 | val_loss: 0.0312022 | Time: 10474.6 ms [2022-04-08 14:37:01 main:581] : INFO : Epoch 1914 | loss: 0.0312069 | val_loss: 0.0312009 | Time: 10442.3 ms [2022-04-08 14:37:12 main:581] : INFO : Epoch 1915 | loss: 0.031204 | val_loss: 0.0312015 | Time: 10640.3 ms [2022-04-08 14:37:22 main:581] : INFO : Epoch 1916 | loss: 0.0312034 | val_loss: 0.0312003 | Time: 10500.2 ms [2022-04-08 14:37:33 main:581] : INFO : Epoch 1917 | loss: 0.0312018 | val_loss: 0.0311978 | Time: 10574.8 ms [2022-04-08 14:37:43 main:581] : INFO : Epoch 1918 | loss: 0.0312014 | val_loss: 0.0311996 | Time: 10515.6 ms [2022-04-08 14:37:54 main:581] : INFO : Epoch 1919 | loss: 0.0312002 | val_loss: 0.0311982 | Time: 10477.1 ms [2022-04-08 14:38:04 main:581] : INFO : Epoch 1920 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 10367.8 ms [2022-04-08 14:38:14 main:581] : INFO : Epoch 1921 | loss: 0.0311984 | val_loss: 0.0311974 | Time: 10281.5 ms [2022-04-08 14:38:25 main:581] : INFO : Epoch 1922 | loss: 0.0311987 | val_loss: 0.0311963 | Time: 10528.7 ms [2022-04-08 14:38:35 main:581] : INFO : Epoch 1923 | loss: 0.0311978 | val_loss: 0.0311952 | Time: 10412.8 ms [2022-04-08 14:38:46 main:581] : INFO : Epoch 1924 | loss: 0.0311976 | val_loss: 0.0311961 | Time: 10608.3 ms [2022-04-08 14:38:56 main:581] : INFO : Epoch 1925 | loss: 0.0311985 | val_loss: 0.0311967 | Time: 10246.2 ms [2022-04-08 14:39:06 main:581] : INFO : Epoch 1926 | loss: 0.0311976 | val_loss: 0.0311943 | Time: 10322.8 ms [2022-04-08 14:39:17 main:581] : INFO : Epoch 1927 | loss: 0.0311967 | val_loss: 0.0311948 | Time: 10378.6 ms [2022-04-08 14:39:27 main:581] : INFO : Epoch 1928 | loss: 0.0311958 | val_loss: 0.0311933 | Time: 10258.7 ms [2022-04-08 14:39:38 main:581] : INFO : Epoch 1929 | loss: 0.0311948 | val_loss: 0.0311928 | Time: 10390.7 ms [2022-04-08 14:39:48 main:581] : INFO : Epoch 1930 | loss: 0.0311956 | val_loss: 0.031193 | Time: 10192.8 ms [2022-04-08 14:39:58 main:581] : INFO : Epoch 1931 | loss: 0.0311953 | val_loss: 0.0311929 | Time: 10304.4 ms [2022-04-08 14:40:08 main:581] : INFO : Epoch 1932 | loss: 0.0311956 | val_loss: 0.0311934 | Time: 10310.2 ms [2022-04-08 14:40:19 main:581] : INFO : Epoch 1933 | loss: 0.0311974 | val_loss: 0.0311938 | Time: 10385.7 ms [2022-04-08 14:40:29 main:581] : INFO : Epoch 1934 | loss: 0.031194 | val_loss: 0.0311926 | Time: 10379.3 ms [2022-04-08 14:40:39 main:581] : INFO : Epoch 1935 | loss: 0.0311957 | val_loss: 0.0311909 | Time: 10284.4 ms [2022-04-08 14:40:50 main:581] : INFO : Epoch 1936 | loss: 0.0311935 | val_loss: 0.0311921 | Time: 10399.8 ms [2022-04-08 14:41:00 main:581] : INFO : Epoch 1937 | loss: 0.0311941 | val_loss: 0.0311937 | Time: 10295.7 ms [2022-04-08 14:41:11 main:581] : INFO : Epoch 1938 | loss: 0.031195 | val_loss: 0.0311901 | Time: 10521 ms [2022-04-08 14:41:21 main:581] : INFO : Epoch 1939 | loss: 0.0311924 | val_loss: 0.0311918 | Time: 10368 ms [2022-04-08 14:41:31 main:581] : INFO : Epoch 1940 | loss: 0.0311932 | val_loss: 0.0311895 | Time: 10510.9 ms [2022-04-08 14:41:42 main:581] : INFO : Epoch 1941 | loss: 0.031194 | val_loss: 0.0311944 | Time: 10358.5 ms [2022-04-08 14:41:52 main:581] : INFO : Epoch 1942 | loss: 0.0311981 | val_loss: 0.0312094 | Time: 10265.7 ms [2022-04-08 14:42:03 main:581] : INFO : Epoch 1943 | loss: 0.031197 | val_loss: 0.0311915 | Time: 10484.6 ms [2022-04-08 14:42:13 main:581] : INFO : Epoch 1944 | loss: 0.0311968 | val_loss: 0.0311905 | Time: 10341.8 ms [2022-04-08 14:42:23 main:581] : INFO : Epoch 1945 | loss: 0.0311919 | val_loss: 0.0311885 | Time: 10396.1 ms [2022-04-08 14:42:34 main:581] : INFO : Epoch 1946 | loss: 0.0311916 | val_loss: 0.0311898 | Time: 10291.6 ms [2022-04-08 14:42:44 main:581] : INFO : Epoch 1947 | loss: 0.031192 | val_loss: 0.0311888 | Time: 10504.7 ms [2022-04-08 14:42:54 main:581] : INFO : Epoch 1948 | loss: 0.031193 | val_loss: 0.0311894 | Time: 10336.1 ms [2022-04-08 14:43:05 main:581] : INFO : Epoch 1949 | loss: 0.0311916 | val_loss: 0.0311892 | Time: 10394.2 ms [2022-04-08 14:43:15 main:581] : INFO : Epoch 1950 | loss: 0.0311918 | val_loss: 0.0311888 | Time: 10492.5 ms [2022-04-08 14:43:26 main:581] : INFO : Epoch 1951 | loss: 0.0311905 | val_loss: 0.0311908 | Time: 10416.6 ms [2022-04-08 14:43:36 main:581] : INFO : Epoch 1952 | loss: 0.0311909 | val_loss: 0.0311904 | Time: 10418.7 ms [2022-04-08 14:43:47 main:581] : INFO : Epoch 1953 | loss: 0.0311931 | val_loss: 0.0311887 | Time: 10344.1 ms [2022-04-08 14:43:57 main:581] : INFO : Epoch 1954 | loss: 0.0311905 | val_loss: 0.031189 | Time: 10457.9 ms [2022-04-08 14:44:07 main:581] : INFO : Epoch 1955 | loss: 0.0311911 | val_loss: 0.031193 | Time: 10399.7 ms [2022-04-08 14:44:18 main:581] : INFO : Epoch 1956 | loss: 0.0311922 | val_loss: 0.031189 | Time: 10359.8 ms [2022-04-08 14:44:28 main:581] : INFO : Epoch 1957 | loss: 0.0311902 | val_loss: 0.0311883 | Time: 10435.9 ms [2022-04-08 14:44:38 main:581] : INFO : Epoch 1958 | loss: 0.0311905 | val_loss: 0.0311879 | Time: 10223.8 ms [2022-04-08 14:44:49 main:581] : INFO : Epoch 1959 | loss: 0.0311903 | val_loss: 0.0311888 | Time: 10300.8 ms [2022-04-08 14:44:59 main:581] : INFO : Epoch 1960 | loss: 0.0311914 | val_loss: 0.0311877 | Time: 10479.3 ms [2022-04-08 14:45:10 main:581] : INFO : Epoch 1961 | loss: 0.031192 | val_loss: 0.0311919 | Time: 10527.4 ms [2022-04-08 14:45:20 main:581] : INFO : Epoch 1962 | loss: 0.0311978 | val_loss: 0.0311922 | Time: 10539.8 ms [2022-04-08 14:45:31 main:581] : INFO : Epoch 1963 | loss: 0.0311916 | val_loss: 0.0311887 | Time: 10283.8 ms [2022-04-08 14:45:41 main:581] : INFO : Epoch 1964 | loss: 0.0311905 | val_loss: 0.0311882 | Time: 10533.8 ms [2022-04-08 14:45:51 main:581] : INFO : Epoch 1965 | loss: 0.0311954 | val_loss: 0.0311932 | Time: 10365.8 ms [2022-04-08 14:46:02 main:581] : INFO : Epoch 1966 | loss: 0.0311946 | val_loss: 0.0311937 | Time: 10527.9 ms [2022-04-08 14:46:12 main:581] : INFO : Epoch 1967 | loss: 0.0311953 | val_loss: 0.0312076 | Time: 10435.8 ms [2022-04-08 14:46:23 main:581] : INFO : Epoch 1968 | loss: 0.0311939 | val_loss: 0.0311898 | Time: 10379.8 ms [2022-04-08 14:46:33 main:581] : INFO : Epoch 1969 | loss: 0.0311895 | val_loss: 0.0311867 | Time: 10383.8 ms [2022-04-08 14:46:43 main:581] : INFO : Epoch 1970 | loss: 0.0311914 | val_loss: 0.0311915 | Time: 10289 ms [2022-04-08 14:46:54 main:581] : INFO : Epoch 1971 | loss: 0.0311911 | val_loss: 0.0311892 | Time: 10334.8 ms [2022-04-08 14:47:04 main:581] : INFO : Epoch 1972 | loss: 0.0311904 | val_loss: 0.0311871 | Time: 10449.4 ms [2022-04-08 14:47:15 main:581] : INFO : Epoch 1973 | loss: 0.0311899 | val_loss: 0.0311866 | Time: 10493.1 ms [2022-04-08 14:47:25 main:581] : INFO : Epoch 1974 | loss: 0.0311917 | val_loss: 0.0311863 | Time: 10372.8 ms [2022-04-08 14:47:35 main:581] : INFO : Epoch 1975 | loss: 0.0311935 | val_loss: 0.0311866 | Time: 10332.7 ms [2022-04-08 14:47:46 main:581] : INFO : Epoch 1976 | loss: 0.0311906 | val_loss: 0.0311864 | Time: 10290.9 ms [2022-04-08 14:47:56 main:581] : INFO : Epoch 1977 | loss: 0.0311894 | val_loss: 0.0311868 | Time: 10203 ms [2022-04-08 14:48:06 main:581] : INFO : Epoch 1978 | loss: 0.0311894 | val_loss: 0.0311875 | Time: 10455.1 ms [2022-04-08 14:48:17 main:581] : INFO : Epoch 1979 | loss: 0.0311896 | val_loss: 0.0311879 | Time: 10457.4 ms [2022-04-08 14:48:27 main:581] : INFO : Epoch 1980 | loss: 0.0311897 | val_loss: 0.0311867 | Time: 10497.4 ms [2022-04-08 14:48:38 main:581] : INFO : Epoch 1981 | loss: 0.0311887 | val_loss: 0.0311872 | Time: 10444.8 ms [2022-04-08 14:48:48 main:581] : INFO : Epoch 1982 | loss: 0.0311888 | val_loss: 0.0311899 | Time: 10521.4 ms [2022-04-08 14:48:59 main:581] : INFO : Epoch 1983 | loss: 0.0311895 | val_loss: 0.0311885 | Time: 10463.2 ms [2022-04-08 14:49:09 main:581] : INFO : Epoch 1984 | loss: 0.0311884 | val_loss: 0.0311865 | Time: 10387 ms [2022-04-08 14:49:20 main:581] : INFO : Epoch 1985 | loss: 0.0311882 | val_loss: 0.0311873 | Time: 10494.2 ms [2022-04-08 14:49:30 main:581] : INFO : Epoch 1986 | loss: 0.0311878 | val_loss: 0.0311864 | Time: 10371 ms [2022-04-08 14:49:41 main:581] : INFO : Epoch 1987 | loss: 0.0311886 | val_loss: 0.0311875 | Time: 10458.3 ms [2022-04-08 14:49:51 main:581] : INFO : Epoch 1988 | loss: 0.0311898 | val_loss: 0.0311884 | Time: 10361.4 ms [2022-04-08 14:50:01 main:581] : INFO : Epoch 1989 | loss: 0.0311917 | val_loss: 0.0311947 | Time: 10529.6 ms [2022-04-08 14:50:12 main:581] : INFO : Epoch 1990 | loss: 0.0311914 | val_loss: 0.0311918 | Time: 10427.8 ms [2022-04-08 14:50:22 main:581] : INFO : Epoch 1991 | loss: 0.0311887 | val_loss: 0.0311865 | Time: 9766.12 ms [2022-04-08 14:50:32 main:581] : INFO : Epoch 1992 | loss: 0.0311898 | val_loss: 0.0311874 | Time: 10235.8 ms [2022-04-08 14:50:42 main:581] : INFO : Epoch 1993 | loss: 0.0311885 | val_loss: 0.0311871 | Time: 10329.2 ms [2022-04-08 14:50:53 main:581] : INFO : Epoch 1994 | loss: 0.0311903 | val_loss: 0.0311863 | Time: 10325 ms [2022-04-08 14:51:02 main:581] : INFO : Epoch 1995 | loss: 0.0311889 | val_loss: 0.0311863 | Time: 9461.14 ms [2022-04-08 14:51:12 main:581] : INFO : Epoch 1996 | loss: 0.0311876 | val_loss: 0.031186 | Time: 10091.9 ms [2022-04-08 14:51:23 main:581] : INFO : Epoch 1997 | loss: 0.0311883 | val_loss: 0.0311865 | Time: 10512.5 ms [2022-04-08 14:51:32 main:581] : INFO : Epoch 1998 | loss: 0.0311904 | val_loss: 0.0311875 | Time: 9722.98 ms [2022-04-08 14:51:42 main:581] : INFO : Epoch 1999 | loss: 0.0311894 | val_loss: 0.031195 | Time: 9788.3 ms [2022-04-08 14:51:52 main:581] : INFO : Epoch 2000 | loss: 0.0311934 | val_loss: 0.0311881 | Time: 9903.65 ms [2022-04-08 14:52:02 main:581] : INFO : Epoch 2001 | loss: 0.0311896 | val_loss: 0.0311853 | Time: 10231.8 ms [2022-04-08 14:52:13 main:581] : INFO : Epoch 2002 | loss: 0.0311887 | val_loss: 0.031185 | Time: 10411.8 ms [2022-04-08 14:52:22 main:581] : INFO : Epoch 2003 | loss: 0.0311877 | val_loss: 0.0311859 | Time: 9279.89 ms [2022-04-08 14:52:26 main:581] : INFO : Epoch 2004 | loss: 0.0311874 | val_loss: 0.0311867 | Time: 4580.98 ms [2022-04-08 14:52:36 main:581] : INFO : Epoch 2005 | loss: 0.0311872 | val_loss: 0.0311858 | Time: 9985.96 ms [2022-04-08 14:52:47 main:581] : INFO : Epoch 2006 | loss: 0.0311907 | val_loss: 0.0311957 | Time: 10855.2 ms [2022-04-08 14:52:55 main:581] : INFO : Epoch 2007 | loss: 0.0311886 | val_loss: 0.0311907 | Time: 7717.19 ms [2022-04-08 14:53:05 main:581] : INFO : Epoch 2008 | loss: 0.0311898 | val_loss: 0.0311858 | Time: 10226.4 ms [2022-04-08 14:53:16 main:581] : INFO : Epoch 2009 | loss: 0.0311933 | val_loss: 0.0311879 | Time: 10373.3 ms [2022-04-08 14:53:26 main:581] : INFO : Epoch 2010 | loss: 0.031187 | val_loss: 0.0311851 | Time: 10459.8 ms [2022-04-08 14:53:37 main:581] : INFO : Epoch 2011 | loss: 0.0311876 | val_loss: 0.0311849 | Time: 10491.8 ms [2022-04-08 14:53:47 main:581] : INFO : Epoch 2012 | loss: 0.0311867 | val_loss: 0.0311893 | Time: 10347.8 ms [2022-04-08 14:53:57 main:581] : INFO : Epoch 2013 | loss: 0.0311865 | val_loss: 0.0311846 | Time: 10353.6 ms [2022-04-08 14:54:08 main:581] : INFO : Epoch 2014 | loss: 0.0311875 | val_loss: 0.0311853 | Time: 10412.2 ms [2022-04-08 14:54:18 main:581] : INFO : Epoch 2015 | loss: 0.0311861 | val_loss: 0.031186 | Time: 10556 ms [2022-04-08 14:54:29 main:581] : INFO : Epoch 2016 | loss: 0.0311856 | val_loss: 0.0311876 | Time: 10516.6 ms [2022-04-08 14:54:39 main:581] : INFO : Epoch 2017 | loss: 0.0311855 | val_loss: 0.031185 | Time: 10383.5 ms [2022-04-08 14:54:50 main:581] : INFO : Epoch 2018 | loss: 0.0311854 | val_loss: 0.0311843 | Time: 10488.8 ms [2022-04-08 14:55:00 main:581] : INFO : Epoch 2019 | loss: 0.0311852 | val_loss: 0.0311846 | Time: 10365.6 ms [2022-04-08 14:55:11 main:581] : INFO : Epoch 2020 | loss: 0.0311862 | val_loss: 0.0311879 | Time: 10629.7 ms [2022-04-08 14:55:21 main:581] : INFO : Epoch 2021 | loss: 0.0311856 | val_loss: 0.0311848 | Time: 10323 ms [2022-04-08 14:55:32 main:581] : INFO : Epoch 2022 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 10535.8 ms [2022-04-08 14:55:42 main:581] : INFO : Epoch 2023 | loss: 0.0311905 | val_loss: 0.031189 | Time: 10483.6 ms [2022-04-08 14:55:53 main:581] : INFO : Epoch 2024 | loss: 0.031188 | val_loss: 0.0311836 | Time: 10560.1 ms [2022-04-08 14:56:03 main:581] : INFO : Epoch 2025 | loss: 0.031185 | val_loss: 0.0311867 | Time: 10435.8 ms [2022-04-08 14:56:14 main:581] : INFO : Epoch 2026 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 10495.8 ms [2022-04-08 14:56:24 main:581] : INFO : Epoch 2027 | loss: 0.031192 | val_loss: 0.0311892 | Time: 10544.2 ms [2022-04-08 14:56:34 main:581] : INFO : Epoch 2028 | loss: 0.0311862 | val_loss: 0.0311838 | Time: 10376.3 ms [2022-04-08 14:56:45 main:581] : INFO : Epoch 2029 | loss: 0.0311852 | val_loss: 0.0311839 | Time: 10589.1 ms [2022-04-08 14:56:56 main:581] : INFO : Epoch 2030 | loss: 0.0311859 | val_loss: 0.0311836 | Time: 10470.4 ms [2022-04-08 14:57:06 main:581] : INFO : Epoch 2031 | loss: 0.0311866 | val_loss: 0.0311865 | Time: 10506.7 ms [2022-04-08 14:57:17 main:581] : INFO : Epoch 2032 | loss: 0.0311845 | val_loss: 0.0311834 | Time: 10626.9 ms [2022-04-08 14:57:27 main:581] : INFO : Epoch 2033 | loss: 0.0311845 | val_loss: 0.0311826 | Time: 10457.8 ms [2022-04-08 14:57:37 main:581] : INFO : Epoch 2034 | loss: 0.0311846 | val_loss: 0.0311868 | Time: 10349.6 ms [2022-04-08 14:57:48 main:581] : INFO : Epoch 2035 | loss: 0.0311855 | val_loss: 0.0311846 | Time: 10334 ms [2022-04-08 14:57:59 main:581] : INFO : Epoch 2036 | loss: 0.0311853 | val_loss: 0.031184 | Time: 10701.5 ms [2022-04-08 14:58:09 main:581] : INFO : Epoch 2037 | loss: 0.0311847 | val_loss: 0.0311896 | Time: 10361.8 ms [2022-04-08 14:58:19 main:581] : INFO : Epoch 2038 | loss: 0.0311858 | val_loss: 0.0311831 | Time: 10468.1 ms [2022-04-08 14:58:30 main:581] : INFO : Epoch 2039 | loss: 0.0311886 | val_loss: 0.031183 | Time: 10340.8 ms [2022-04-08 14:58:40 main:581] : INFO : Epoch 2040 | loss: 0.0311842 | val_loss: 0.0311831 | Time: 10382.9 ms [2022-04-08 14:58:51 main:581] : INFO : Epoch 2041 | loss: 0.0311843 | val_loss: 0.031184 | Time: 10532.6 ms [2022-04-08 14:59:01 main:581] : INFO : Epoch 2042 | loss: 0.0311856 | val_loss: 0.0311878 | Time: 10425.4 ms [2022-04-08 14:59:11 main:581] : INFO : Epoch 2043 | loss: 0.0311884 | val_loss: 0.0311885 | Time: 10438.9 ms [2022-04-08 14:59:22 main:581] : INFO : Epoch 2044 | loss: 0.0311873 | val_loss: 0.0311834 | Time: 10334.4 ms [2022-04-08 14:59:32 main:581] : INFO : Epoch 2045 | loss: 0.0311847 | val_loss: 0.0311904 | Time: 10475.9 ms [2022-04-08 14:59:43 main:581] : INFO : Epoch 2046 | loss: 0.0311916 | val_loss: 0.031184 | Time: 10475.8 ms [2022-04-08 14:59:53 main:581] : INFO : Epoch 2047 | loss: 0.0311843 | val_loss: 0.0311868 | Time: 10407.8 ms [2022-04-08 15:00:04 main:581] : INFO : Epoch 2048 | loss: 0.0311845 | val_loss: 0.0311822 | Time: 10572.3 ms [2022-04-08 15:00:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311822 [2022-04-08 15:00:04 main:610] : INFO : Saving end state to config to file [2022-04-08 15:00:04 main:615] : INFO : Success, exiting.. 15:00:04 (8916): 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)