Task 13399802
| Name | ParityModified-1645997611-13647-1-0_1 |
| Workunit | 10005343 |
| Created | 19 Mar 2022, 1:39:41 UTC |
| Sent | 19 Mar 2022, 2:38:04 UTC |
| Report deadline | 27 Mar 2022, 2:38:04 UTC |
| Received | 26 Mar 2022, 12:25:22 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13874 |
| Run time | 5 hours 32 min 2 sec |
| CPU time | 5 hours 17 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,492.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1 ms [2022-03-26 06:03:38 main:574] : INFO : Epoch 1542 | loss: 0.0310719 | val_loss: 0.031131 | Time: 12244.5 ms [2022-03-26 06:03:49 main:574] : INFO : Epoch 1543 | loss: 0.0310704 | val_loss: 0.0311286 | Time: 10963.4 ms [2022-03-26 06:04:00 main:574] : INFO : Epoch 1544 | loss: 0.0310723 | val_loss: 0.0311329 | Time: 10493.7 ms [2022-03-26 06:04:11 main:574] : INFO : Epoch 1545 | loss: 0.0310739 | val_loss: 0.0311253 | Time: 10915.7 ms [2022-03-26 06:04:21 main:574] : INFO : Epoch 1546 | loss: 0.0310697 | val_loss: 0.03113 | Time: 9999.87 ms [2022-03-26 06:04:31 main:574] : INFO : Epoch 1547 | loss: 0.0310685 | val_loss: 0.0311303 | Time: 10263.5 ms [2022-03-26 06:04:42 main:574] : INFO : Epoch 1548 | loss: 0.0310685 | val_loss: 0.0311284 | Time: 11174.4 ms [2022-03-26 06:04:54 main:574] : INFO : Epoch 1549 | loss: 0.0310725 | val_loss: 0.0311267 | Time: 11551.3 ms [2022-03-26 06:05:06 main:574] : INFO : Epoch 1550 | loss: 0.0310742 | val_loss: 0.0311472 | Time: 12124.7 ms [2022-03-26 06:05:17 main:574] : INFO : Epoch 1551 | loss: 0.0310749 | val_loss: 0.0311369 | Time: 10981 ms [2022-03-26 06:05:29 main:574] : INFO : Epoch 1552 | loss: 0.0310685 | val_loss: 0.0311358 | Time: 11581.2 ms [2022-03-26 06:05:40 main:574] : INFO : Epoch 1553 | loss: 0.031066 | val_loss: 0.0311394 | Time: 11427.8 ms [2022-03-26 06:05:51 main:574] : INFO : Epoch 1554 | loss: 0.0310658 | val_loss: 0.0311291 | Time: 11404.2 ms [2022-03-26 06:06:03 main:574] : INFO : Epoch 1555 | loss: 0.0310663 | val_loss: 0.0311327 | Time: 11713.7 ms [2022-03-26 06:06:15 main:574] : INFO : Epoch 1556 | loss: 0.0310687 | val_loss: 0.0311313 | Time: 12104.4 ms [2022-03-26 06:06:27 main:574] : INFO : Epoch 1557 | loss: 0.0310678 | val_loss: 0.0311358 | Time: 11281 ms [2022-03-26 06:06:38 main:574] : INFO : Epoch 1558 | loss: 0.0310633 | val_loss: 0.0311379 | Time: 11206 ms [2022-03-26 06:06:49 main:574] : INFO : Epoch 1559 | loss: 0.0310616 | val_loss: 0.0311404 | Time: 10826.3 ms [2022-03-26 06:06:59 main:574] : INFO : Epoch 1560 | loss: 0.031062 | val_loss: 0.031137 | Time: 10574.1 ms [2022-03-26 06:07:11 main:574] : INFO : Epoch 1561 | loss: 0.0310617 | val_loss: 0.0311418 | Time: 11262 ms [2022-03-26 06:07:21 main:574] : INFO : Epoch 1562 | loss: 0.0310608 | val_loss: 0.0311379 | Time: 10727.5 ms [2022-03-26 06:07:33 main:574] : INFO : Epoch 1563 | loss: 0.0310629 | val_loss: 0.0311385 | Time: 11467.4 ms [2022-03-26 06:07:44 main:574] : INFO : Epoch 1564 | loss: 0.0310629 | val_loss: 0.0311356 | Time: 10978.2 ms [2022-03-26 06:07:55 main:574] : INFO : Epoch 1565 | loss: 0.0310656 | val_loss: 0.0311281 | Time: 11376.4 ms [2022-03-26 06:08:07 main:574] : INFO : Epoch 1566 | loss: 0.0310651 | val_loss: 0.0311426 | Time: 11313.6 ms [2022-03-26 06:08:17 main:574] : INFO : Epoch 1567 | loss: 0.0310654 | val_loss: 0.0311345 | Time: 10941.5 ms [2022-03-26 06:08:29 main:574] : INFO : Epoch 1568 | loss: 0.0310675 | val_loss: 0.0311257 | Time: 11314 ms [2022-03-26 06:08:40 main:574] : INFO : Epoch 1569 | loss: 0.0310652 | val_loss: 0.0311295 | Time: 11397.4 ms [2022-03-26 06:08:52 main:574] : INFO : Epoch 1570 | loss: 0.031066 | val_loss: 0.0311384 | Time: 11523.9 ms [2022-03-26 06:09:03 main:574] : INFO : Epoch 1571 | loss: 0.0310633 | val_loss: 0.0311324 | Time: 11674.7 ms [2022-03-26 06:09:14 main:574] : INFO : Epoch 1572 | loss: 0.0310649 | val_loss: 0.0311368 | Time: 10892.9 ms [2022-03-26 06:09:26 main:574] : INFO : Epoch 1573 | loss: 0.0310636 | val_loss: 0.031131 | Time: 11485.4 ms [2022-03-26 06:09:36 main:574] : INFO : Epoch 1574 | loss: 0.031062 | val_loss: 0.0311463 | Time: 10599.8 ms [2022-03-26 06:09:48 main:574] : INFO : Epoch 1575 | loss: 0.0310637 | val_loss: 0.0311346 | Time: 11042.9 ms [2022-03-26 06:09:59 main:574] : INFO : Epoch 1576 | loss: 0.0310672 | val_loss: 0.0311355 | Time: 11318.9 ms [2022-03-26 06:10:10 main:574] : INFO : Epoch 1577 | loss: 0.0310779 | val_loss: 0.0311268 | Time: 11471.8 ms [2022-03-26 06:10:21 main:574] : INFO : Epoch 1578 | loss: 0.0310895 | val_loss: 0.0311176 | Time: 10977.6 ms [2022-03-26 06:10:33 main:574] : INFO : Epoch 1579 | loss: 0.031083 | val_loss: 0.0311233 | Time: 11601.6 ms [2022-03-26 06:10:45 main:574] : INFO : Epoch 1580 | loss: 0.0310814 | val_loss: 0.0311229 | Time: 12457.3 ms [2022-03-26 06:10:57 main:574] : INFO : Epoch 1581 | loss: 0.0310758 | val_loss: 0.0311249 | Time: 11280.6 ms [2022-03-26 06:11:09 main:574] : INFO : Epoch 1582 | loss: 0.0310772 | val_loss: 0.031123 | Time: 11758.6 ms [2022-03-26 06:11:20 main:574] : INFO : Epoch 1583 | loss: 0.0310789 | val_loss: 0.0311258 | Time: 11344.6 ms [2022-03-26 06:11:31 main:574] : INFO : Epoch 1584 | loss: 0.0310797 | val_loss: 0.0311443 | Time: 10824.1 ms [2022-03-26 06:11:43 main:574] : INFO : Epoch 1585 | loss: 0.0326684 | val_loss: 0.0313379 | Time: 12386.3 ms [2022-03-26 06:11:55 main:574] : INFO : Epoch 1586 | loss: 0.0336864 | val_loss: 0.0324594 | Time: 11723.8 ms [2022-03-26 06:12:05 main:574] : INFO : Epoch 1587 | loss: 0.0317471 | val_loss: 0.031349 | Time: 10487.1 ms [2022-03-26 06:12:17 main:574] : INFO : Epoch 1588 | loss: 0.0313039 | val_loss: 0.031277 | Time: 11674.4 ms [2022-03-26 06:12:28 main:574] : INFO : Epoch 1589 | loss: 0.0312591 | val_loss: 0.031252 | Time: 11068.3 ms [2022-03-26 06:12:39 main:574] : INFO : Epoch 1590 | loss: 0.031251 | val_loss: 0.0312489 | Time: 10646.8 ms [2022-03-26 06:12:51 main:574] : INFO : Epoch 1591 | loss: 0.0312478 | val_loss: 0.0312443 | Time: 11885.5 ms [2022-03-26 06:13:01 main:574] : INFO : Epoch 1592 | loss: 0.031244 | val_loss: 0.0312401 | Time: 10758 ms [2022-03-26 06:13:12 main:574] : INFO : Epoch 1593 | loss: 0.0312396 | val_loss: 0.0312333 | Time: 10917.4 ms [2022-03-26 06:13:23 main:574] : INFO : Epoch 1594 | loss: 0.0312322 | val_loss: 0.0312217 | Time: 11042.7 ms [2022-03-26 06:13:34 main:574] : INFO : Epoch 1595 | loss: 0.0312191 | val_loss: 0.0312037 | Time: 10960.7 ms [2022-03-26 06:13:46 main:574] : INFO : Epoch 1596 | loss: 0.0311982 | val_loss: 0.031185 | Time: 11848.5 ms [2022-03-26 06:13:58 main:574] : INFO : Epoch 1597 | loss: 0.0311866 | val_loss: 0.0311777 | Time: 11782 ms [2022-03-26 06:14:11 main:574] : INFO : Epoch 1598 | loss: 0.0311825 | val_loss: 0.0311838 | Time: 13122.4 ms [2022-03-26 06:14:23 main:574] : INFO : Epoch 1599 | loss: 0.0311842 | val_loss: 0.0311804 | Time: 11653.4 ms [2022-03-26 06:14:34 main:574] : INFO : Epoch 1600 | loss: 0.0311805 | val_loss: 0.0311754 | Time: 10614.9 ms [2022-03-26 06:14:45 main:574] : INFO : Epoch 1601 | loss: 0.0311774 | val_loss: 0.0311723 | Time: 11521.2 ms [2022-03-26 06:14:57 main:574] : INFO : Epoch 1602 | loss: 0.0311749 | val_loss: 0.0311741 | Time: 11408.2 ms [2022-03-26 06:15:07 main:574] : INFO : Epoch 1603 | loss: 0.0311775 | val_loss: 0.0311749 | Time: 10498 ms [2022-03-26 06:15:18 main:574] : INFO : Epoch 1604 | loss: 0.0311747 | val_loss: 0.0311726 | Time: 11309.6 ms [2022-03-26 06:15:29 main:574] : INFO : Epoch 1605 | loss: 0.0311721 | val_loss: 0.0311673 | Time: 10156.5 ms [2022-03-26 06:15:40 main:574] : INFO : Epoch 1606 | loss: 0.0311687 | val_loss: 0.031164 | Time: 11154.9 ms [2022-03-26 06:15:51 main:574] : INFO : Epoch 1607 | loss: 0.0311646 | val_loss: 0.0311678 | Time: 10930.4 ms [2022-03-26 06:16:01 main:574] : INFO : Epoch 1608 | loss: 0.0311616 | val_loss: 0.031153 | Time: 10603.9 ms [2022-03-26 06:16:13 main:574] : INFO : Epoch 1609 | loss: 0.031154 | val_loss: 0.0311514 | Time: 11174.2 ms [2022-03-26 06:16:23 main:574] : INFO : Epoch 1610 | loss: 0.0311527 | val_loss: 0.03115 | Time: 10606.1 ms [2022-03-26 06:16:34 main:574] : INFO : Epoch 1611 | loss: 0.0311491 | val_loss: 0.0311475 | Time: 10704.2 ms [2022-03-26 06:16:45 main:574] : INFO : Epoch 1612 | loss: 0.031153 | val_loss: 0.0311438 | Time: 11313.6 ms [2022-03-26 06:16:56 main:574] : INFO : Epoch 1613 | loss: 0.0311466 | val_loss: 0.0311412 | Time: 10892.9 ms [2022-03-26 06:17:08 main:574] : INFO : Epoch 1614 | loss: 0.0311377 | val_loss: 0.0311424 | Time: 11480.7 ms [2022-03-26 06:17:19 main:574] : INFO : Epoch 1615 | loss: 0.0311377 | val_loss: 0.031138 | Time: 11157.7 ms [2022-03-26 06:17:30 main:574] : INFO : Epoch 1616 | loss: 0.0311352 | val_loss: 0.0311373 | Time: 11005.2 ms [2022-03-26 06:17:42 main:574] : INFO : Epoch 1617 | loss: 0.0311342 | val_loss: 0.0311367 | Time: 11900.5 ms [2022-03-26 06:17:53 main:574] : INFO : Epoch 1618 | loss: 0.031133 | val_loss: 0.031136 | Time: 11497.7 ms [2022-03-26 06:18:04 main:574] : INFO : Epoch 1619 | loss: 0.0311334 | val_loss: 0.0311378 | Time: 10977.4 ms [2022-03-26 06:18:16 main:574] : INFO : Epoch 1620 | loss: 0.0311351 | val_loss: 0.0311363 | Time: 11655.9 ms [2022-03-26 06:18:26 main:574] : INFO : Epoch 1621 | loss: 0.0311321 | val_loss: 0.0311391 | Time: 9894.93 ms [2022-03-26 06:18:37 main:574] : INFO : Epoch 1622 | loss: 0.0311319 | val_loss: 0.0311347 | Time: 10927.8 ms [2022-03-26 06:18:49 main:574] : INFO : Epoch 1623 | loss: 0.0311319 | val_loss: 0.0311358 | Time: 11799.6 ms [2022-03-26 06:19:00 main:574] : INFO : Epoch 1624 | loss: 0.0311308 | val_loss: 0.0311346 | Time: 10912.4 ms [2022-03-26 06:19:11 main:574] : INFO : Epoch 1625 | loss: 0.0311336 | val_loss: 0.0311378 | Time: 10944 ms [2022-03-26 06:19:22 main:574] : INFO : Epoch 1626 | loss: 0.031131 | val_loss: 0.0311351 | Time: 11289.3 ms [2022-03-26 06:19:33 main:574] : INFO : Epoch 1627 | loss: 0.031131 | val_loss: 0.0311369 | Time: 10850.4 ms [2022-03-26 06:19:44 main:574] : INFO : Epoch 1628 | loss: 0.0311297 | val_loss: 0.031135 | Time: 11391.2 ms [2022-03-26 06:19:55 main:574] : INFO : Epoch 1629 | loss: 0.0311286 | val_loss: 0.031135 | Time: 10799.2 ms [2022-03-26 06:20:06 main:574] : INFO : Epoch 1630 | loss: 0.031128 | val_loss: 0.0311346 | Time: 11378.9 ms [2022-03-26 06:20:18 main:574] : INFO : Epoch 1631 | loss: 0.0311296 | val_loss: 0.0311329 | Time: 11340.1 ms [2022-03-26 06:20:28 main:574] : INFO : Epoch 1632 | loss: 0.0311297 | val_loss: 0.0311345 | Time: 10512.7 ms [2022-03-26 06:20:40 main:574] : INFO : Epoch 1633 | loss: 0.0311282 | val_loss: 0.0311343 | Time: 11845.7 ms [2022-03-26 06:20:51 main:574] : INFO : Epoch 1634 | loss: 0.0311276 | val_loss: 0.0311325 | Time: 10772.2 ms [2022-03-26 06:21:02 main:574] : INFO : Epoch 1635 | loss: 0.0311253 | val_loss: 0.0311333 | Time: 11074 ms [2022-03-26 06:21:14 main:574] : INFO : Epoch 1636 | loss: 0.0311245 | val_loss: 0.031135 | Time: 11834.9 ms [2022-03-26 06:21:26 main:574] : INFO : Epoch 1637 | loss: 0.0311259 | val_loss: 0.0311335 | Time: 11484.4 ms [2022-03-26 06:21:37 main:574] : INFO : Epoch 1638 | loss: 0.0311234 | val_loss: 0.0311322 | Time: 11430.3 ms [2022-03-26 06:21:48 main:574] : INFO : Epoch 1639 | loss: 0.0311231 | val_loss: 0.031133 | Time: 11161.7 ms [2022-03-26 06:21:59 main:574] : INFO : Epoch 1640 | loss: 0.0311217 | val_loss: 0.0311389 | Time: 10952.3 ms [2022-03-26 06:22:10 main:574] : INFO : Epoch 1641 | loss: 0.0311197 | val_loss: 0.0311358 | Time: 11381.6 ms [2022-03-26 06:22:22 main:574] : INFO : Epoch 1642 | loss: 0.0311207 | val_loss: 0.0311312 | Time: 11446.6 ms [2022-03-26 06:22:33 main:574] : INFO : Epoch 1643 | loss: 0.0311156 | val_loss: 0.0311281 | Time: 10683.2 ms [2022-03-26 06:22:45 main:574] : INFO : Epoch 1644 | loss: 0.0311141 | val_loss: 0.0311303 | Time: 12000.5 ms [2022-03-26 06:22:56 main:574] : INFO : Epoch 1645 | loss: 0.031114 | val_loss: 0.0311286 | Time: 11359.5 ms [2022-03-26 06:23:08 main:574] : INFO : Epoch 1646 | loss: 0.0311144 | val_loss: 0.0311281 | Time: 11681.8 ms [2022-03-26 06:23:19 main:574] : INFO : Epoch 1647 | loss: 0.0311108 | val_loss: 0.0311298 | Time: 10895.7 ms [2022-03-26 06:23:30 main:574] : INFO : Epoch 1648 | loss: 0.0311099 | val_loss: 0.0311256 | Time: 10797.1 ms [2022-03-26 06:23:41 main:574] : INFO : Epoch 1649 | loss: 0.0311084 | val_loss: 0.0311233 | Time: 11531.8 ms [2022-03-26 06:23:52 main:574] : INFO : Epoch 1650 | loss: 0.0311082 | val_loss: 0.0311302 | Time: 11372.7 ms [2022-03-26 06:24:03 main:574] : INFO : Epoch 1651 | loss: 0.0311082 | val_loss: 0.0311278 | Time: 10958 ms [2022-03-26 06:24:15 main:574] : INFO : Epoch 1652 | loss: 0.0311025 | val_loss: 0.0311246 | Time: 12007.1 ms [2022-03-26 06:24:26 main:574] : INFO : Epoch 1653 | loss: 0.0311002 | val_loss: 0.0311248 | Time: 11005.6 ms [2022-03-26 06:24:38 main:574] : INFO : Epoch 1654 | loss: 0.0311006 | val_loss: 0.0311208 | Time: 11602.4 ms [2022-03-26 06:24:50 main:574] : INFO : Epoch 1655 | loss: 0.0311009 | val_loss: 0.0311201 | Time: 11532.5 ms [2022-03-26 06:25:01 main:574] : INFO : Epoch 1656 | loss: 0.0311033 | val_loss: 0.0311259 | Time: 11264.3 ms [2022-03-26 06:25:13 main:574] : INFO : Epoch 1657 | loss: 0.0311047 | val_loss: 0.0311174 | Time: 11892.5 ms [2022-03-26 06:25:25 main:574] : INFO : Epoch 1658 | loss: 0.031097 | val_loss: 0.0311185 | Time: 11770.5 ms [2022-03-26 06:25:35 main:574] : INFO : Epoch 1659 | loss: 0.0310959 | val_loss: 0.0311179 | Time: 10422.5 ms [2022-03-26 06:25:47 main:574] : INFO : Epoch 1660 | loss: 0.0310977 | val_loss: 0.0311183 | Time: 11586 ms [2022-03-26 06:25:58 main:574] : INFO : Epoch 1661 | loss: 0.0310903 | val_loss: 0.0311203 | Time: 11625.2 ms [2022-03-26 06:26:10 main:574] : INFO : Epoch 1662 | loss: 0.0310951 | val_loss: 0.0311197 | Time: 11490.7 ms [2022-03-26 06:26:22 main:574] : INFO : Epoch 1663 | loss: 0.0310934 | val_loss: 0.0311176 | Time: 11679.6 ms [2022-03-26 06:26:33 main:574] : INFO : Epoch 1664 | loss: 0.0310932 | val_loss: 0.0311151 | Time: 11463.1 ms [2022-03-26 06:26:44 main:574] : INFO : Epoch 1665 | loss: 0.0310949 | val_loss: 0.0311162 | Time: 11277.6 ms [2022-03-26 06:26:56 main:574] : INFO : Epoch 1666 | loss: 0.0310913 | val_loss: 0.031119 | Time: 12020.7 ms [2022-03-26 06:27:08 main:574] : INFO : Epoch 1667 | loss: 0.0310878 | val_loss: 0.0311177 | Time: 11124.8 ms [2022-03-26 06:27:19 main:574] : INFO : Epoch 1668 | loss: 0.0310849 | val_loss: 0.0311216 | Time: 11652.7 ms [2022-03-26 06:27:30 main:574] : INFO : Epoch 1669 | loss: 0.0310874 | val_loss: 0.0311184 | Time: 10364.7 ms [2022-03-26 06:27:39 main:574] : INFO : Epoch 1670 | loss: 0.0310859 | val_loss: 0.0311099 | Time: 9744.42 ms [2022-03-26 06:27:51 main:574] : INFO : Epoch 1671 | loss: 0.0310828 | val_loss: 0.0311123 | Time: 11121.3 ms [2022-03-26 06:28:02 main:574] : INFO : Epoch 1672 | loss: 0.03108 | val_loss: 0.0311132 | Time: 11124.2 ms [2022-03-26 06:28:13 main:574] : INFO : Epoch 1673 | loss: 0.0310824 | val_loss: 0.0311159 | Time: 11073.1 ms [2022-03-26 06:28:24 main:574] : INFO : Epoch 1674 | loss: 0.0310827 | val_loss: 0.031111 | Time: 11416 ms [2022-03-26 06:28:35 main:574] : INFO : Epoch 1675 | loss: 0.0310811 | val_loss: 0.0311128 | Time: 10926.3 ms [2022-03-26 06:28:47 main:574] : INFO : Epoch 1676 | loss: 0.0310818 | val_loss: 0.0311151 | Time: 11679 ms [2022-03-26 06:28:58 main:574] : INFO : Epoch 1677 | loss: 0.031079 | val_loss: 0.0311185 | Time: 11423.1 ms [2022-03-26 06:29:09 main:574] : INFO : Epoch 1678 | loss: 0.031083 | val_loss: 0.0311132 | Time: 10984.7 ms [2022-03-26 06:29:20 main:574] : INFO : Epoch 1679 | loss: 0.0310824 | val_loss: 0.0311154 | Time: 11112.6 ms [2022-03-26 06:29:31 main:574] : INFO : Epoch 1680 | loss: 0.0310793 | val_loss: 0.0311225 | Time: 10834.8 ms [2022-03-26 06:29:41 main:574] : INFO : Epoch 1681 | loss: 0.0310813 | val_loss: 0.0311264 | Time: 10001.3 ms [2022-03-26 06:29:52 main:574] : INFO : Epoch 1682 | loss: 0.0310805 | val_loss: 0.0311148 | Time: 11030.3 ms [2022-03-26 06:30:03 main:574] : INFO : Epoch 1683 | loss: 0.031077 | val_loss: 0.0311163 | Time: 10146.2 ms [2022-03-26 06:30:14 main:574] : INFO : Epoch 1684 | loss: 0.0310783 | val_loss: 0.0311177 | Time: 11268.2 ms [2022-03-26 06:30:25 main:574] : INFO : Epoch 1685 | loss: 0.0310807 | val_loss: 0.0311156 | Time: 10837.2 ms [2022-03-26 06:30:36 main:574] : INFO : Epoch 1686 | loss: 0.0310762 | val_loss: 0.0311184 | Time: 11001.9 ms [2022-03-26 06:30:47 main:574] : INFO : Epoch 1687 | loss: 0.0310816 | val_loss: 0.0311179 | Time: 11592 ms [2022-03-26 06:30:58 main:574] : INFO : Epoch 1688 | loss: 0.0310765 | val_loss: 0.0311202 | Time: 10678.8 ms [2022-03-26 06:31:10 main:574] : INFO : Epoch 1689 | loss: 0.0310772 | val_loss: 0.0311137 | Time: 11550.8 ms [2022-03-26 06:31:21 main:574] : INFO : Epoch 1690 | loss: 0.0310746 | val_loss: 0.0311164 | Time: 10899.3 ms [2022-03-26 06:31:31 main:574] : INFO : Epoch 1691 | loss: 0.031076 | val_loss: 0.0311135 | Time: 10287.2 ms [2022-03-26 06:31:42 main:574] : INFO : Epoch 1692 | loss: 0.0310781 | val_loss: 0.0311147 | Time: 11469.1 ms [2022-03-26 06:31:53 main:574] : INFO : Epoch 1693 | loss: 0.0310769 | val_loss: 0.0311257 | Time: 11025.6 ms [2022-03-26 06:32:05 main:574] : INFO : Epoch 1694 | loss: 0.0310831 | val_loss: 0.0311151 | Time: 11390.4 ms [2022-03-26 06:32:16 main:574] : INFO : Epoch 1695 | loss: 0.0310738 | val_loss: 0.0311161 | Time: 11482.1 ms [2022-03-26 06:32:28 main:574] : INFO : Epoch 1696 | loss: 0.0310727 | val_loss: 0.0311148 | Time: 11271.7 ms [2022-03-26 06:32:39 main:574] : INFO : Epoch 1697 | loss: 0.0310763 | val_loss: 0.031113 | Time: 11262 ms [2022-03-26 06:32:50 main:574] : INFO : Epoch 1698 | loss: 0.0310714 | val_loss: 0.0311141 | Time: 11294.5 ms [2022-03-26 06:33:01 main:574] : INFO : Epoch 1699 | loss: 0.0310695 | val_loss: 0.0311141 | Time: 11002.7 ms [2022-03-26 06:33:13 main:574] : INFO : Epoch 1700 | loss: 0.0310723 | val_loss: 0.0311179 | Time: 12166.1 ms [2022-03-26 06:33:24 main:574] : INFO : Epoch 1701 | loss: 0.0310809 | val_loss: 0.0311237 | Time: 10409.9 ms [2022-03-26 06:33:34 main:574] : INFO : Epoch 1702 | loss: 0.0310885 | val_loss: 0.0311129 | Time: 10573.6 ms [2022-03-26 06:33:46 main:574] : INFO : Epoch 1703 | loss: 0.0310808 | val_loss: 0.0311118 | Time: 11582.6 ms [2022-03-26 06:33:57 main:574] : INFO : Epoch 1704 | loss: 0.0310777 | val_loss: 0.0311195 | Time: 11206.8 ms [2022-03-26 06:34:08 main:574] : INFO : Epoch 1705 | loss: 0.0310776 | val_loss: 0.0311095 | Time: 10806.4 ms [2022-03-26 06:34:20 main:574] : INFO : Epoch 1706 | loss: 0.0310741 | val_loss: 0.0311103 | Time: 11557.3 ms [2022-03-26 06:34:31 main:574] : INFO : Epoch 1707 | loss: 0.0310697 | val_loss: 0.0311163 | Time: 11327.2 ms [2022-03-26 06:34:42 main:574] : INFO : Epoch 1708 | loss: 0.0310696 | val_loss: 0.0311196 | Time: 10890.4 ms [2022-03-26 06:34:53 main:574] : INFO : Epoch 1709 | loss: 0.0310857 | val_loss: 0.0311212 | Time: 11078.6 ms [2022-03-26 06:35:04 main:574] : INFO : Epoch 1710 | loss: 0.0311044 | val_loss: 0.0311124 | Time: 11147.4 ms [2022-03-26 06:35:16 main:574] : INFO : Epoch 1711 | loss: 0.0310957 | val_loss: 0.0311115 | Time: 11854.5 ms [2022-03-26 06:35:27 main:574] : INFO : Epoch 1712 | loss: 0.0310887 | val_loss: 0.0311121 | Time: 10784.3 ms [2022-03-26 06:35:37 main:574] : INFO : Epoch 1713 | loss: 0.0310822 | val_loss: 0.0311159 | Time: 9878.39 ms [2022-03-26 06:35:49 main:574] : INFO : Epoch 1714 | loss: 0.0310782 | val_loss: 0.0311179 | Time: 11612.7 ms [2022-03-26 06:36:00 main:574] : INFO : Epoch 1715 | loss: 0.0310757 | val_loss: 0.0311173 | Time: 11738.5 ms [2022-03-26 06:36:12 main:574] : INFO : Epoch 1716 | loss: 0.0310731 | val_loss: 0.0311166 | Time: 11447.5 ms [2022-03-26 06:36:24 main:574] : INFO : Epoch 1717 | loss: 0.0310743 | val_loss: 0.0311105 | Time: 12271.9 ms [2022-03-26 06:36:34 main:574] : INFO : Epoch 1718 | loss: 0.0310731 | val_loss: 0.0311186 | Time: 10422.6 ms [2022-03-26 06:36:46 main:574] : INFO : Epoch 1719 | loss: 0.0310789 | val_loss: 0.0311088 | Time: 11297.2 ms [2022-03-26 06:36:58 main:574] : INFO : Epoch 1720 | loss: 0.0310747 | val_loss: 0.0311138 | Time: 11888 ms [2022-03-26 06:37:09 main:574] : INFO : Epoch 1721 | loss: 0.0310738 | val_loss: 0.0311153 | Time: 11134.2 ms [2022-03-26 06:37:21 main:574] : INFO : Epoch 1722 | loss: 0.0310735 | val_loss: 0.0311156 | Time: 11655.5 ms [2022-03-26 06:37:32 main:574] : INFO : Epoch 1723 | loss: 0.0310702 | val_loss: 0.0311174 | Time: 11666.8 ms [2022-03-26 06:37:43 main:574] : INFO : Epoch 1724 | loss: 0.0310678 | val_loss: 0.0311125 | Time: 10423.6 ms [2022-03-26 06:37:54 main:574] : INFO : Epoch 1725 | loss: 0.0310707 | val_loss: 0.0311179 | Time: 11324 ms [2022-03-26 06:38:06 main:574] : INFO : Epoch 1726 | loss: 0.0310709 | val_loss: 0.0311169 | Time: 11521.2 ms [2022-03-26 06:38:17 main:574] : INFO : Epoch 1727 | loss: 0.031072 | val_loss: 0.031117 | Time: 11152.4 ms [2022-03-26 06:38:28 main:574] : INFO : Epoch 1728 | loss: 0.0310739 | val_loss: 0.0311155 | Time: 11305.5 ms [2022-03-26 06:38:39 main:574] : INFO : Epoch 1729 | loss: 0.0310778 | val_loss: 0.0311204 | Time: 11317.8 ms [2022-03-26 06:38:51 main:574] : INFO : Epoch 1730 | loss: 0.031072 | val_loss: 0.0311142 | Time: 11543.4 ms [2022-03-26 06:39:03 main:574] : INFO : Epoch 1731 | loss: 0.0310694 | val_loss: 0.0311095 | Time: 11716.5 ms [2022-03-26 06:39:14 main:574] : INFO : Epoch 1732 | loss: 0.0310706 | val_loss: 0.0311137 | Time: 11017 ms [2022-03-26 06:39:25 main:574] : INFO : Epoch 1733 | loss: 0.0310728 | val_loss: 0.0311188 | Time: 11555.8 ms [2022-03-26 06:39:36 main:574] : INFO : Epoch 1734 | loss: 0.03107 | val_loss: 0.0311155 | Time: 10694.8 ms [2022-03-26 06:39:46 main:574] : INFO : Epoch 1735 | loss: 0.0310644 | val_loss: 0.0311069 | Time: 9703.92 ms [2022-03-26 06:39:57 main:574] : INFO : Epoch 1736 | loss: 0.0310637 | val_loss: 0.0311171 | Time: 11249.9 ms [2022-03-26 06:40:08 main:574] : INFO : Epoch 1737 | loss: 0.0310633 | val_loss: 0.0311211 | Time: 11005.5 ms [2022-03-26 06:40:19 main:574] : INFO : Epoch 1738 | loss: 0.0310625 | val_loss: 0.0311092 | Time: 11375.6 ms [2022-03-26 06:40:31 main:574] : INFO : Epoch 1739 | loss: 0.0310629 | val_loss: 0.031117 | Time: 11820.6 ms [2022-03-26 06:40:42 main:574] : INFO : Epoch 1740 | loss: 0.0310613 | val_loss: 0.0311183 | Time: 10816.5 ms [2022-03-26 06:40:54 main:574] : INFO : Epoch 1741 | loss: 0.0310621 | val_loss: 0.031117 | Time: 11500.8 ms [2022-03-26 06:41:05 main:574] : INFO : Epoch 1742 | loss: 0.0310626 | val_loss: 0.031114 | Time: 11118 ms [2022-03-26 06:41:16 main:574] : INFO : Epoch 1743 | loss: 0.0310912 | val_loss: 0.0311318 | Time: 11052.2 ms [2022-03-26 06:41:28 main:574] : INFO : Epoch 1744 | loss: 0.03109 | val_loss: 0.031115 | Time: 11844.4 ms [2022-03-26 06:41:39 main:574] : INFO : Epoch 1745 | loss: 0.0310773 | val_loss: 0.0311134 | Time: 10998.9 ms [2022-03-26 06:41:50 main:574] : INFO : Epoch 1746 | loss: 0.0310714 | val_loss: 0.0311121 | Time: 11099.1 ms [2022-03-26 06:42:00 main:574] : INFO : Epoch 1747 | loss: 0.0310672 | val_loss: 0.031109 | Time: 9732.35 ms [2022-03-26 06:42:11 main:574] : INFO : Epoch 1748 | loss: 0.0310698 | val_loss: 0.031117 | Time: 10905.2 ms [2022-03-26 06:42:21 main:574] : INFO : Epoch 1749 | loss: 0.0310706 | val_loss: 0.0311192 | Time: 10036 ms [2022-03-26 06:42:32 main:574] : INFO : Epoch 1750 | loss: 0.0310683 | val_loss: 0.0311141 | Time: 11638.1 ms [2022-03-26 06:42:43 main:574] : INFO : Epoch 1751 | loss: 0.0310656 | val_loss: 0.0311223 | Time: 11008.5 ms [2022-03-26 06:42:54 main:574] : INFO : Epoch 1752 | loss: 0.0310652 | val_loss: 0.0311177 | Time: 10722.7 ms [2022-03-26 06:43:06 main:574] : INFO : Epoch 1753 | loss: 0.0310616 | val_loss: 0.0311214 | Time: 11571.9 ms [2022-03-26 06:43:16 main:574] : INFO : Epoch 1754 | loss: 0.0310607 | val_loss: 0.0311168 | Time: 10767.2 ms [2022-03-26 06:43:27 main:574] : INFO : Epoch 1755 | loss: 0.0310638 | val_loss: 0.0311169 | Time: 10969.2 ms [2022-03-26 06:43:39 main:574] : INFO : Epoch 1756 | loss: 0.0310635 | val_loss: 0.0311102 | Time: 11289 ms [2022-03-26 06:43:49 main:574] : INFO : Epoch 1757 | loss: 0.031065 | val_loss: 0.0311113 | Time: 10499.4 ms [2022-03-26 06:44:00 main:574] : INFO : Epoch 1758 | loss: 0.0310614 | val_loss: 0.0311148 | Time: 11039.6 ms [2022-03-26 06:44:12 main:574] : INFO : Epoch 1759 | loss: 0.0310619 | val_loss: 0.0311209 | Time: 11131.1 ms [2022-03-26 06:44:23 main:574] : INFO : Epoch 1760 | loss: 0.0310586 | val_loss: 0.0311169 | Time: 11040.8 ms [2022-03-26 06:44:34 main:574] : INFO : Epoch 1761 | loss: 0.0310618 | val_loss: 0.0311237 | Time: 11368.6 ms [2022-03-26 06:44:45 main:574] : INFO : Epoch 1762 | loss: 0.031059 | val_loss: 0.0311191 | Time: 11002.4 ms [2022-03-26 06:44:57 main:574] : INFO : Epoch 1763 | loss: 0.0310624 | val_loss: 0.0311165 | Time: 11523.2 ms [2022-03-26 06:45:08 main:574] : INFO : Epoch 1764 | loss: 0.0310633 | val_loss: 0.0311127 | Time: 11382.1 ms [2022-03-26 06:45:17 main:574] : INFO : Epoch 1765 | loss: 0.0310625 | val_loss: 0.0311177 | Time: 9044.61 ms [2022-03-26 06:45:29 main:574] : INFO : Epoch 1766 | loss: 0.0310629 | val_loss: 0.0311093 | Time: 11514.5 ms [2022-03-26 06:45:39 main:574] : INFO : Epoch 1767 | loss: 0.0310649 | val_loss: 0.0311144 | Time: 10774.1 ms [2022-03-26 06:45:51 main:574] : INFO : Epoch 1768 | loss: 0.0310599 | val_loss: 0.0311228 | Time: 11366.9 ms [2022-03-26 06:46:02 main:574] : INFO : Epoch 1769 | loss: 0.0310628 | val_loss: 0.0311139 | Time: 11474.9 ms [2022-03-26 06:46:13 main:574] : INFO : Epoch 1770 | loss: 0.0310639 | val_loss: 0.0311058 | Time: 10630.9 ms [2022-03-26 06:46:25 main:574] : INFO : Epoch 1771 | loss: 0.0310684 | val_loss: 0.0311172 | Time: 11749.9 ms [2022-03-26 06:46:36 main:574] : INFO : Epoch 1772 | loss: 0.0310739 | val_loss: 0.0311248 | Time: 11274.6 ms [2022-03-26 06:46:47 main:574] : INFO : Epoch 1773 | loss: 0.0310659 | val_loss: 0.0311132 | Time: 11012.7 ms [2022-03-26 06:46:59 main:574] : INFO : Epoch 1774 | loss: 0.031059 | val_loss: 0.0311108 | Time: 12107.4 ms [2022-03-26 06:47:10 main:574] : INFO : Epoch 1775 | loss: 0.0310563 | val_loss: 0.0311134 | Time: 10782.9 ms [2022-03-26 06:47:20 main:574] : INFO : Epoch 1776 | loss: 0.0310534 | val_loss: 0.0311171 | Time: 10566.3 ms [2022-03-26 06:47:32 main:574] : INFO : Epoch 1777 | loss: 0.0310563 | val_loss: 0.0311144 | Time: 11436.3 ms [2022-03-26 06:47:43 main:574] : INFO : Epoch 1778 | loss: 0.0310588 | val_loss: 0.031122 | Time: 10970.4 ms [2022-03-26 06:47:54 main:574] : INFO : Epoch 1779 | loss: 0.0310649 | val_loss: 0.0311168 | Time: 11326.6 ms [2022-03-26 06:48:05 main:574] : INFO : Epoch 1780 | loss: 0.0310636 | val_loss: 0.0311143 | Time: 11195.3 ms [2022-03-26 06:48:17 main:574] : INFO : Epoch 1781 | loss: 0.0310574 | val_loss: 0.0311169 | Time: 11236 ms [2022-03-26 06:48:28 main:574] : INFO : Epoch 1782 | loss: 0.0310555 | val_loss: 0.0311126 | Time: 11623 ms [2022-03-26 06:48:40 main:574] : INFO : Epoch 1783 | loss: 0.0310535 | val_loss: 0.0311282 | Time: 11246.5 ms [2022-03-26 06:48:51 main:574] : INFO : Epoch 1784 | loss: 0.0310574 | val_loss: 0.0311128 | Time: 11047.6 ms [2022-03-26 06:49:03 main:574] : INFO : Epoch 1785 | loss: 0.0310548 | val_loss: 0.031113 | Time: 11940.8 ms [2022-03-26 06:49:13 main:574] : INFO : Epoch 1786 | loss: 0.0310554 | val_loss: 0.0311158 | Time: 9943.55 ms [2022-03-26 06:49:24 main:574] : INFO : Epoch 1787 | loss: 0.0310565 | val_loss: 0.0311147 | Time: 11877.3 ms [2022-03-26 06:49:36 main:574] : INFO : Epoch 1788 | loss: 0.0310586 | val_loss: 0.0311061 | Time: 11058.7 ms [2022-03-26 06:49:47 main:574] : INFO : Epoch 1789 | loss: 0.0310614 | val_loss: 0.0311131 | Time: 11127.5 ms [2022-03-26 06:49:58 main:574] : INFO : Epoch 1790 | loss: 0.0310603 | val_loss: 0.0311189 | Time: 11542.9 ms [2022-03-26 06:50:09 main:574] : INFO : Epoch 1791 | loss: 0.0310584 | val_loss: 0.0311103 | Time: 10685.8 ms [2022-03-26 06:50:20 main:574] : INFO : Epoch 1792 | loss: 0.0310598 | val_loss: 0.0311145 | Time: 11333.9 ms [2022-03-26 06:50:31 main:574] : INFO : Epoch 1793 | loss: 0.031067 | val_loss: 0.0311043 | Time: 10808.7 ms [2022-03-26 06:50:42 main:574] : INFO : Epoch 1794 | loss: 0.0310699 | val_loss: 0.0311121 | Time: 10741 ms [2022-03-26 06:50:53 main:574] : INFO : Epoch 1795 | loss: 0.0310661 | val_loss: 0.0311183 | Time: 11376 ms [2022-03-26 06:51:05 main:574] : INFO : Epoch 1796 | loss: 0.0310572 | val_loss: 0.0311162 | Time: 11407.9 ms [2022-03-26 06:51:17 main:574] : INFO : Epoch 1797 | loss: 0.0310571 | val_loss: 0.031106 | Time: 11872.4 ms [2022-03-26 06:51:28 main:574] : INFO : Epoch 1798 | loss: 0.0310552 | val_loss: 0.0311215 | Time: 11294.9 ms [2022-03-26 06:51:40 main:574] : INFO : Epoch 1799 | loss: 0.0310557 | val_loss: 0.0311093 | Time: 11598.3 ms [2022-03-26 06:51:51 main:574] : INFO : Epoch 1800 | loss: 0.0310538 | val_loss: 0.0311211 | Time: 11303 ms [2022-03-26 06:52:03 main:574] : INFO : Epoch 1801 | loss: 0.0310506 | val_loss: 0.0311137 | Time: 11566.3 ms [2022-03-26 06:52:13 main:574] : INFO : Epoch 1802 | loss: 0.0310483 | val_loss: 0.0311149 | Time: 10544.7 ms [2022-03-26 06:52:24 main:574] : INFO : Epoch 1803 | loss: 0.0310509 | val_loss: 0.0311298 | Time: 10625.3 ms [2022-03-26 06:52:35 main:574] : INFO : Epoch 1804 | loss: 0.0310516 | val_loss: 0.03111 | Time: 10977.1 ms [2022-03-26 06:52:46 main:574] : INFO : Epoch 1805 | loss: 0.0310505 | val_loss: 0.0311148 | Time: 11430.7 ms [2022-03-26 06:52:58 main:574] : INFO : Epoch 1806 | loss: 0.0310491 | val_loss: 0.031116 | Time: 11559.8 ms [2022-03-26 06:53:10 main:574] : INFO : Epoch 1807 | loss: 0.0310497 | val_loss: 0.0311088 | Time: 11857.5 ms [2022-03-26 06:53:21 main:574] : INFO : Epoch 1808 | loss: 0.0310491 | val_loss: 0.031115 | Time: 10890.9 ms [2022-03-26 06:53:33 main:574] : INFO : Epoch 1809 | loss: 0.0310486 | val_loss: 0.0311132 | Time: 12390.9 ms [2022-03-26 06:53:44 main:574] : INFO : Epoch 1810 | loss: 0.031049 | val_loss: 0.0311175 | Time: 11055.6 ms [2022-03-26 06:53:55 main:574] : INFO : Epoch 1811 | loss: 0.031048 | val_loss: 0.0311224 | Time: 10985.3 ms [2022-03-26 06:54:07 main:574] : INFO : Epoch 1812 | loss: 0.0310484 | val_loss: 0.0311153 | Time: 11557.3 ms [2022-03-26 06:54:17 main:574] : INFO : Epoch 1813 | loss: 0.0310492 | val_loss: 0.031115 | Time: 10596.9 ms [2022-03-26 06:54:29 main:574] : INFO : Epoch 1814 | loss: 0.0310445 | val_loss: 0.0311169 | Time: 11417.4 ms [2022-03-26 06:54:40 main:574] : INFO : Epoch 1815 | loss: 0.0310494 | val_loss: 0.031115 | Time: 11571.8 ms [2022-03-26 06:54:50 main:574] : INFO : Epoch 1816 | loss: 0.0310506 | val_loss: 0.0311144 | Time: 9804.33 ms [2022-03-26 06:55:01 main:574] : INFO : Epoch 1817 | loss: 0.0310446 | val_loss: 0.0311168 | Time: 10978.5 ms [2022-03-26 06:55:12 main:574] : INFO : Epoch 1818 | loss: 0.0310457 | val_loss: 0.0311106 | Time: 11031.3 ms [2022-03-26 06:55:24 main:574] : INFO : Epoch 1819 | loss: 0.0310492 | val_loss: 0.0311145 | Time: 11495.4 ms [2022-03-26 06:55:35 main:574] : INFO : Epoch 1820 | loss: 0.0310488 | val_loss: 0.0311207 | Time: 11364 ms [2022-03-26 06:55:46 main:574] : INFO : Epoch 1821 | loss: 0.0310462 | val_loss: 0.0311168 | Time: 10811.1 ms [2022-03-26 06:55:58 main:574] : INFO : Epoch 1822 | loss: 0.0310448 | val_loss: 0.0311177 | Time: 11782.4 ms [2022-03-26 06:56:10 main:574] : INFO : Epoch 1823 | loss: 0.0310417 | val_loss: 0.0311182 | Time: 11989.9 ms [2022-03-26 06:56:21 main:574] : INFO : Epoch 1824 | loss: 0.0310491 | val_loss: 0.0311126 | Time: 11092.1 ms [2022-03-26 06:56:33 main:574] : INFO : Epoch 1825 | loss: 0.0310518 | val_loss: 0.0311156 | Time: 11879.2 ms [2022-03-26 06:56:44 main:574] : INFO : Epoch 1826 | loss: 0.0310431 | val_loss: 0.0311175 | Time: 11118.1 ms [2022-03-26 06:56:55 main:574] : INFO : Epoch 1827 | loss: 0.0310443 | val_loss: 0.031122 | Time: 10973 ms [2022-03-26 06:57:05 main:574] : INFO : Epoch 1828 | loss: 0.0310419 | val_loss: 0.0311223 | Time: 10035.3 ms [2022-03-26 06:57:16 main:574] : INFO : Epoch 1829 | loss: 0.0310416 | val_loss: 0.0311201 | Time: 11204 ms [2022-03-26 06:57:28 main:574] : INFO : Epoch 1830 | loss: 0.0310441 | val_loss: 0.0311164 | Time: 11732 ms [2022-03-26 06:57:40 main:574] : INFO : Epoch 1831 | loss: 0.0310489 | val_loss: 0.0311129 | Time: 11680 ms [2022-03-26 06:57:51 main:574] : INFO : Epoch 1832 | loss: 0.0310469 | val_loss: 0.0311045 | Time: 11503.7 ms [2022-03-26 06:58:03 main:574] : INFO : Epoch 1833 | loss: 0.031042 | val_loss: 0.031114 | Time: 11365.8 ms [2022-03-26 06:58:14 main:574] : INFO : Epoch 1834 | loss: 0.0310437 | val_loss: 0.0311194 | Time: 11681.4 ms [2022-03-26 06:58:25 main:574] : INFO : Epoch 1835 | loss: 0.0310408 | val_loss: 0.031112 | Time: 11148.4 ms [2022-03-26 06:58:37 main:574] : INFO : Epoch 1836 | loss: 0.0310427 | val_loss: 0.0311183 | Time: 11336.1 ms [2022-03-26 06:58:48 main:574] : INFO : Epoch 1837 | loss: 0.0310439 | val_loss: 0.0311181 | Time: 10935.1 ms [2022-03-26 06:58:59 main:574] : INFO : Epoch 1838 | loss: 0.031042 | val_loss: 0.0311242 | Time: 10713.1 ms [2022-03-26 06:59:09 main:574] : INFO : Epoch 1839 | loss: 0.0310485 | val_loss: 0.031117 | Time: 10950.9 ms [2022-03-26 06:59:20 main:574] : INFO : Epoch 1840 | loss: 0.0310552 | val_loss: 0.0311156 | Time: 10159.7 ms [2022-03-26 06:59:31 main:574] : INFO : Epoch 1841 | loss: 0.0310532 | val_loss: 0.0311163 | Time: 11088.7 ms [2022-03-26 06:59:42 main:574] : INFO : Epoch 1842 | loss: 0.0310472 | val_loss: 0.0311095 | Time: 11486.4 ms [2022-03-26 06:59:54 main:574] : INFO : Epoch 1843 | loss: 0.0310509 | val_loss: 0.0311094 | Time: 11853.3 ms [2022-03-26 07:00:06 main:574] : INFO : Epoch 1844 | loss: 0.0310559 | val_loss: 0.0311211 | Time: 11443.3 ms [2022-03-26 07:00:17 main:574] : INFO : Epoch 1845 | loss: 0.0310551 | val_loss: 0.0311116 | Time: 11512.8 ms [2022-03-26 07:00:28 main:574] : INFO : Epoch 1846 | loss: 0.0310445 | val_loss: 0.03112 | Time: 10857.9 ms [2022-03-26 07:00:40 main:574] : INFO : Epoch 1847 | loss: 0.0310458 | val_loss: 0.0311165 | Time: 11673.4 ms [2022-03-26 07:00:51 main:574] : INFO : Epoch 1848 | loss: 0.0310423 | val_loss: 0.0311231 | Time: 11298.9 ms [2022-03-26 07:01:02 main:574] : INFO : Epoch 1849 | loss: 0.0310386 | val_loss: 0.0311038 | Time: 11011.3 ms [2022-03-26 07:01:14 main:574] : INFO : Epoch 1850 | loss: 0.031041 | val_loss: 0.0311201 | Time: 11478.8 ms [2022-03-26 07:01:25 main:574] : INFO : Epoch 1851 | loss: 0.031042 | val_loss: 0.0311207 | Time: 11645.2 ms [2022-03-26 07:01:37 main:574] : INFO : Epoch 1852 | loss: 0.031044 | val_loss: 0.0311222 | Time: 11310 ms [2022-03-26 07:01:48 main:574] : INFO : Epoch 1853 | loss: 0.0310445 | val_loss: 0.0311304 | Time: 11875.2 ms [2022-03-26 07:01:59 main:574] : INFO : Epoch 1854 | loss: 0.0310426 | val_loss: 0.0311143 | Time: 10600.5 ms [2022-03-26 07:02:10 main:574] : INFO : Epoch 1855 | loss: 0.0310441 | val_loss: 0.0311196 | Time: 10381.9 ms [2022-03-26 07:02:20 main:574] : INFO : Epoch 1856 | loss: 0.0310412 | val_loss: 0.0311088 | Time: 10173.2 ms [2022-03-26 07:02:30 main:574] : INFO : Epoch 1857 | loss: 0.0310398 | val_loss: 0.0311269 | Time: 10557.8 ms [2022-03-26 07:02:42 main:574] : INFO : Epoch 1858 | loss: 0.03104 | val_loss: 0.0311193 | Time: 11333.8 ms [2022-03-26 07:02:53 main:574] : INFO : Epoch 1859 | loss: 0.0310377 | val_loss: 0.0311214 | Time: 11114.5 ms [2022-03-26 07:03:04 main:574] : INFO : Epoch 1860 | loss: 0.0310382 | val_loss: 0.0311346 | Time: 10924.2 ms [2022-03-26 07:03:15 main:574] : INFO : Epoch 1861 | loss: 0.0310407 | val_loss: 0.0311178 | Time: 11632.4 ms [2022-03-26 07:03:26 main:574] : INFO : Epoch 1862 | loss: 0.0310418 | val_loss: 0.0311376 | Time: 10928.3 ms [2022-03-26 07:03:37 main:574] : INFO : Epoch 1863 | loss: 0.0310433 | val_loss: 0.0311221 | Time: 11159.6 ms [2022-03-26 07:03:49 main:574] : INFO : Epoch 1864 | loss: 0.0310388 | val_loss: 0.0311109 | Time: 11246.3 ms [2022-03-26 07:04:00 main:574] : INFO : Epoch 1865 | loss: 0.031041 | val_loss: 0.0311242 | Time: 11073.7 ms [2022-03-26 07:04:12 main:574] : INFO : Epoch 1866 | loss: 0.0310379 | val_loss: 0.0311241 | Time: 11743.5 ms [2022-03-26 07:04:23 main:574] : INFO : Epoch 1867 | loss: 0.0310349 | val_loss: 0.0311141 | Time: 11081.1 ms [2022-03-26 07:04:33 main:574] : INFO : Epoch 1868 | loss: 0.0310381 | val_loss: 0.0311169 | Time: 10569.1 ms [2022-03-26 07:04:45 main:574] : INFO : Epoch 1869 | loss: 0.0310365 | val_loss: 0.0311233 | Time: 11315 ms [2022-03-26 07:04:55 main:574] : INFO : Epoch 1870 | loss: 0.0310399 | val_loss: 0.031122 | Time: 10587 ms [2022-03-26 07:05:07 main:574] : INFO : Epoch 1871 | loss: 0.0310353 | val_loss: 0.0311257 | Time: 11807.3 ms [2022-03-26 07:05:19 main:574] : INFO : Epoch 1872 | loss: 0.0310317 | val_loss: 0.0311117 | Time: 11782.3 ms [2022-03-26 07:05:31 main:574] : INFO : Epoch 1873 | loss: 0.0310373 | val_loss: 0.0311334 | Time: 11617.2 ms [2022-03-26 07:05:42 main:574] : INFO : Epoch 1874 | loss: 0.0310361 | val_loss: 0.0311276 | Time: 11690.7 ms [2022-03-26 07:05:53 main:574] : INFO : Epoch 1875 | loss: 0.0310328 | val_loss: 0.0311147 | Time: 11262.5 ms [2022-03-26 07:06:03 main:574] : INFO : Epoch 1876 | loss: 0.0310328 | val_loss: 0.0311198 | Time: 9896.66 ms [2022-03-26 07:06:15 main:574] : INFO : Epoch 1877 | loss: 0.0310427 | val_loss: 0.0311233 | Time: 11297.7 ms [2022-03-26 07:06:26 main:574] : INFO : Epoch 1878 | loss: 0.0310537 | val_loss: 0.031114 | Time: 11051.9 ms [2022-03-26 07:06:37 main:574] : INFO : Epoch 1879 | loss: 0.0310439 | val_loss: 0.0311232 | Time: 11676.1 ms [2022-03-26 07:06:48 main:574] : INFO : Epoch 1880 | loss: 0.031046 | val_loss: 0.0311338 | Time: 10908.9 ms [2022-03-26 07:07:00 main:574] : INFO : Epoch 1881 | loss: 0.0310793 | val_loss: 0.0311183 | Time: 11769.2 ms [2022-03-26 07:07:13 main:574] : INFO : Epoch 1882 | loss: 0.0310595 | val_loss: 0.0311223 | Time: 12539.1 ms [2022-03-26 07:07:24 main:574] : INFO : Epoch 1883 | loss: 0.0310526 | val_loss: 0.0311216 | Time: 11140.7 ms [2022-03-26 07:07:36 main:574] : INFO : Epoch 1884 | loss: 0.0310452 | val_loss: 0.0311191 | Time: 11644.3 ms [2022-03-26 07:07:46 main:574] : INFO : Epoch 1885 | loss: 0.0310409 | val_loss: 0.0311132 | Time: 10890.7 ms [2022-03-26 07:07:57 main:574] : INFO : Epoch 1886 | loss: 0.0310393 | val_loss: 0.0311286 | Time: 10705.1 ms [2022-03-26 07:08:09 main:574] : INFO : Epoch 1887 | loss: 0.0310376 | val_loss: 0.0311333 | Time: 11723 ms [2022-03-26 07:08:20 main:574] : INFO : Epoch 1888 | loss: 0.0310381 | val_loss: 0.0311207 | Time: 11542.5 ms [2022-03-26 07:08:32 main:574] : INFO : Epoch 1889 | loss: 0.0310366 | val_loss: 0.0311173 | Time: 11244.7 ms [2022-03-26 07:08:44 main:574] : INFO : Epoch 1890 | loss: 0.0310354 | val_loss: 0.0311233 | Time: 12023.3 ms [2022-03-26 07:08:55 main:574] : INFO : Epoch 1891 | loss: 0.0310419 | val_loss: 0.0311342 | Time: 11442 ms [2022-03-26 07:09:06 main:574] : INFO : Epoch 1892 | loss: 0.0310385 | val_loss: 0.031113 | Time: 10931.7 ms [2022-03-26 07:09:18 main:574] : INFO : Epoch 1893 | loss: 0.0310315 | val_loss: 0.0311225 | Time: 12001.7 ms [2022-03-26 07:09:29 main:574] : INFO : Epoch 1894 | loss: 0.0310311 | val_loss: 0.0311286 | Time: 10741 ms [2022-03-26 07:09:40 main:574] : INFO : Epoch 1895 | loss: 0.0310333 | val_loss: 0.0311319 | Time: 11059.1 ms [2022-03-26 07:09:51 main:574] : INFO : Epoch 1896 | loss: 0.0310331 | val_loss: 0.0311268 | Time: 11156.4 ms [2022-03-26 07:10:02 main:574] : INFO : Epoch 1897 | loss: 0.0310412 | val_loss: 0.0311141 | Time: 10955.8 ms [2022-03-26 07:10:14 main:574] : INFO : Epoch 1898 | loss: 0.0310561 | val_loss: 0.0311337 | Time: 11911.7 ms [2022-03-26 07:10:26 main:574] : INFO : Epoch 1899 | loss: 0.0310603 | val_loss: 0.031111 | Time: 11395.1 ms [2022-03-26 07:10:37 main:574] : INFO : Epoch 1900 | loss: 0.0310465 | val_loss: 0.0311209 | Time: 11553.5 ms [2022-03-26 07:10:49 main:574] : INFO : Epoch 1901 | loss: 0.031042 | val_loss: 0.031128 | Time: 11616.9 ms [2022-03-26 07:10:59 main:574] : INFO : Epoch 1902 | loss: 0.0310374 | val_loss: 0.0311136 | Time: 9887.74 ms [2022-03-26 07:11:10 main:574] : INFO : Epoch 1903 | loss: 0.0310391 | val_loss: 0.0311226 | Time: 11132.6 ms [2022-03-26 07:11:21 main:574] : INFO : Epoch 1904 | loss: 0.0310397 | val_loss: 0.0311203 | Time: 11054 ms [2022-03-26 07:11:32 main:574] : INFO : Epoch 1905 | loss: 0.0310356 | val_loss: 0.0311175 | Time: 11438.7 ms [2022-03-26 07:11:45 main:574] : INFO : Epoch 1906 | loss: 0.0310363 | val_loss: 0.0311174 | Time: 12124.4 ms [2022-03-26 07:11:56 main:574] : INFO : Epoch 1907 | loss: 0.0310368 | val_loss: 0.0311283 | Time: 11192.1 ms [2022-03-26 07:12:07 main:574] : INFO : Epoch 1908 | loss: 0.0310313 | val_loss: 0.031113 | Time: 11532.1 ms [2022-03-26 07:12:19 main:574] : INFO : Epoch 1909 | loss: 0.0310307 | val_loss: 0.0311293 | Time: 11315.2 ms [2022-03-26 07:12:30 main:574] : INFO : Epoch 1910 | loss: 0.0310299 | val_loss: 0.0311214 | Time: 11005.9 ms [2022-03-26 07:12:41 main:574] : INFO : Epoch 1911 | loss: 0.0310315 | val_loss: 0.031114 | Time: 11443.8 ms [2022-03-26 07:12:52 main:574] : INFO : Epoch 1912 | loss: 0.0310387 | val_loss: 0.0311235 | Time: 10869.7 ms [2022-03-26 07:13:03 main:574] : INFO : Epoch 1913 | loss: 0.0310409 | val_loss: 0.0311394 | Time: 11267.3 ms [2022-03-26 07:13:15 main:574] : INFO : Epoch 1914 | loss: 0.0310472 | val_loss: 0.0311066 | Time: 11490.1 ms [2022-03-26 07:13:26 main:574] : INFO : Epoch 1915 | loss: 0.0310426 | val_loss: 0.0311171 | Time: 11166.2 ms [2022-03-26 07:13:38 main:574] : INFO : Epoch 1916 | loss: 0.0310366 | val_loss: 0.0311214 | Time: 11896.3 ms [2022-03-26 07:13:49 main:574] : INFO : Epoch 1917 | loss: 0.0310321 | val_loss: 0.0311303 | Time: 11450.3 ms [2022-03-26 07:14:00 main:574] : INFO : Epoch 1918 | loss: 0.0310316 | val_loss: 0.0311274 | Time: 10060.2 ms [2022-03-26 07:14:11 main:574] : INFO : Epoch 1919 | loss: 0.0310296 | val_loss: 0.0311261 | Time: 11483.8 ms [2022-03-26 07:14:23 main:574] : INFO : Epoch 1920 | loss: 0.0310358 | val_loss: 0.0311277 | Time: 11527.2 ms [2022-03-26 07:14:33 main:574] : INFO : Epoch 1921 | loss: 0.0310313 | val_loss: 0.0311258 | Time: 10797.2 ms [2022-03-26 07:14:45 main:574] : INFO : Epoch 1922 | loss: 0.031029 | val_loss: 0.0311312 | Time: 11235.9 ms [2022-03-26 07:14:56 main:574] : INFO : Epoch 1923 | loss: 0.0310268 | val_loss: 0.0311249 | Time: 11248.9 ms [2022-03-26 07:15:07 main:574] : INFO : Epoch 1924 | loss: 0.0310284 | val_loss: 0.0311243 | Time: 10796.5 ms [2022-03-26 07:15:18 main:574] : INFO : Epoch 1925 | loss: 0.0310277 | val_loss: 0.0311372 | Time: 11290.5 ms [2022-03-26 07:15:29 main:574] : INFO : Epoch 1926 | loss: 0.0310331 | val_loss: 0.0311151 | Time: 11381.3 ms [2022-03-26 07:15:41 main:574] : INFO : Epoch 1927 | loss: 0.0310285 | val_loss: 0.0311327 | Time: 11354.2 ms [2022-03-26 07:15:51 main:574] : INFO : Epoch 1928 | loss: 0.0310301 | val_loss: 0.0311214 | Time: 10364.9 ms [2022-03-26 07:16:02 main:574] : INFO : Epoch 1929 | loss: 0.0310311 | val_loss: 0.0311158 | Time: 10657.2 ms [2022-03-26 07:16:13 main:574] : INFO : Epoch 1930 | loss: 0.0310319 | val_loss: 0.0311257 | Time: 10673.4 ms [2022-03-26 07:16:17 main:574] : INFO : Epoch 1931 | loss: 0.0310328 | val_loss: 0.0311251 | Time: 4021.53 ms [2022-03-26 07:16:22 main:574] : INFO : Epoch 1932 | loss: 0.0310335 | val_loss: 0.0311244 | Time: 4964.76 ms [2022-03-26 07:16:27 main:574] : INFO : Epoch 1933 | loss: 0.0310417 | val_loss: 0.0311119 | Time: 5397.73 ms [2022-03-26 07:16:32 main:574] : INFO : Epoch 1934 | loss: 0.0310397 | val_loss: 0.0311213 | Time: 5361.17 ms [2022-03-26 07:16:38 main:574] : INFO : Epoch 1935 | loss: 0.0310386 | val_loss: 0.031121 | Time: 5178.92 ms [2022-03-26 07:16:43 main:574] : INFO : Epoch 1936 | loss: 0.0310356 | val_loss: 0.0311281 | Time: 5109.04 ms [2022-03-26 07:16:48 main:574] : INFO : Epoch 1937 | loss: 0.0310322 | val_loss: 0.0311257 | Time: 5049.64 ms [2022-03-26 07:16:53 main:574] : INFO : Epoch 1938 | loss: 0.0310306 | val_loss: 0.0311331 | Time: 5203.39 ms [2022-03-26 07:16:58 main:574] : INFO : Epoch 1939 | loss: 0.0310318 | val_loss: 0.0311239 | Time: 4983.89 ms [2022-03-26 07:17:03 main:574] : INFO : Epoch 1940 | loss: 0.0310305 | val_loss: 0.0311196 | Time: 5031.74 ms [2022-03-26 07:17:08 main:574] : INFO : Epoch 1941 | loss: 0.0310316 | val_loss: 0.0311313 | Time: 5201.29 ms [2022-03-26 07:17:14 main:574] : INFO : Epoch 1942 | loss: 0.0310342 | val_loss: 0.0311406 | Time: 5476.42 ms [2022-03-26 07:17:19 main:574] : INFO : Epoch 1943 | loss: 0.0310323 | val_loss: 0.0311287 | Time: 5177.37 ms [2022-03-26 07:17:24 main:574] : INFO : Epoch 1944 | loss: 0.0310312 | val_loss: 0.0311181 | Time: 5024.97 ms [2022-03-26 07:17:30 main:574] : INFO : Epoch 1945 | loss: 0.031026 | val_loss: 0.0311407 | Time: 5614.99 ms [2022-03-26 07:17:34 main:574] : INFO : Epoch 1946 | loss: 0.0310321 | val_loss: 0.0311229 | Time: 4039.06 ms [2022-03-26 07:17:38 main:574] : INFO : Epoch 1947 | loss: 0.0310257 | val_loss: 0.031119 | Time: 4456.94 ms [2022-03-26 07:17:43 main:574] : INFO : Epoch 1948 | loss: 0.0310408 | val_loss: 0.031124 | Time: 4492.63 ms [2022-03-26 07:17:47 main:574] : INFO : Epoch 1949 | loss: 0.031079 | val_loss: 0.0311111 | Time: 4609.16 ms [2022-03-26 07:17:52 main:574] : INFO : Epoch 1950 | loss: 0.0310684 | val_loss: 0.0311087 | Time: 4356.26 ms [2022-03-26 07:17:56 main:574] : INFO : Epoch 1951 | loss: 0.0310585 | val_loss: 0.0311074 | Time: 4476.19 ms [2022-03-26 07:18:01 main:574] : INFO : Epoch 1952 | loss: 0.0310532 | val_loss: 0.0311023 | Time: 4793.94 ms [2022-03-26 07:18:05 main:574] : INFO : Epoch 1953 | loss: 0.0310462 | val_loss: 0.0311031 | Time: 4334.7 ms [2022-03-26 07:18:10 main:574] : INFO : Epoch 1954 | loss: 0.0310483 | val_loss: 0.0311075 | Time: 4541.82 ms [2022-03-26 07:18:14 main:574] : INFO : Epoch 1955 | loss: 0.0310494 | val_loss: 0.0311136 | Time: 4689.07 ms [2022-03-26 07:18:19 main:574] : INFO : Epoch 1956 | loss: 0.0310439 | val_loss: 0.0311044 | Time: 4535.77 ms [2022-03-26 07:18:23 main:574] : INFO : Epoch 1957 | loss: 0.031045 | val_loss: 0.0311083 | Time: 4444.39 ms [2022-03-26 07:18:28 main:574] : INFO : Epoch 1958 | loss: 0.0310452 | val_loss: 0.0311124 | Time: 4642.16 ms [2022-03-26 07:18:33 main:574] : INFO : Epoch 1959 | loss: 0.0310396 | val_loss: 0.0311135 | Time: 4462.35 ms [2022-03-26 07:18:37 main:574] : INFO : Epoch 1960 | loss: 0.0310377 | val_loss: 0.031116 | Time: 4383.91 ms [2022-03-26 07:18:42 main:574] : INFO : Epoch 1961 | loss: 0.0310333 | val_loss: 0.0311159 | Time: 4646.25 ms [2022-03-26 07:18:46 main:574] : INFO : Epoch 1962 | loss: 0.0310331 | val_loss: 0.0311068 | Time: 4624.93 ms [2022-03-26 07:18:50 main:574] : INFO : Epoch 1963 | loss: 0.0310345 | val_loss: 0.0311152 | Time: 4106.46 ms [2022-03-26 07:18:55 main:574] : INFO : Epoch 1964 | loss: 0.0310343 | val_loss: 0.0311131 | Time: 4484.41 ms [2022-03-26 07:19:00 main:574] : INFO : Epoch 1965 | loss: 0.0310349 | val_loss: 0.0311182 | Time: 4622.83 ms [2022-03-26 07:19:04 main:574] : INFO : Epoch 1966 | loss: 0.0310332 | val_loss: 0.0311241 | Time: 4464.64 ms [2022-03-26 07:19:09 main:574] : INFO : Epoch 1967 | loss: 0.031029 | val_loss: 0.0311301 | Time: 4512.46 ms [2022-03-26 07:19:13 main:574] : INFO : Epoch 1968 | loss: 0.0310282 | val_loss: 0.0311211 | Time: 4644.05 ms [2022-03-26 07:19:18 main:574] : INFO : Epoch 1969 | loss: 0.0310305 | val_loss: 0.0311232 | Time: 4924.84 ms [2022-03-26 07:19:23 main:574] : INFO : Epoch 1970 | loss: 0.0310302 | val_loss: 0.031117 | Time: 4483.32 ms [2022-03-26 07:19:27 main:574] : INFO : Epoch 1971 | loss: 0.0310292 | val_loss: 0.031116 | Time: 4431.53 ms [2022-03-26 07:19:32 main:574] : INFO : Epoch 1972 | loss: 0.0310305 | val_loss: 0.0311227 | Time: 4446.71 ms [2022-03-26 07:19:36 main:574] : INFO : Epoch 1973 | loss: 0.0310309 | val_loss: 0.0311193 | Time: 4465.77 ms [2022-03-26 07:19:40 main:574] : INFO : Epoch 1974 | loss: 0.0310322 | val_loss: 0.0311233 | Time: 4391.8 ms [2022-03-26 07:19:45 main:574] : INFO : Epoch 1975 | loss: 0.0310331 | val_loss: 0.0311328 | Time: 4395.49 ms [2022-03-26 07:19:49 main:574] : INFO : Epoch 1976 | loss: 0.0310325 | val_loss: 0.0311248 | Time: 4577.89 ms [2022-03-26 07:19:54 main:574] : INFO : Epoch 1977 | loss: 0.0310311 | val_loss: 0.0311361 | Time: 4536.35 ms [2022-03-26 07:19:58 main:574] : INFO : Epoch 1978 | loss: 0.0310295 | val_loss: 0.0311193 | Time: 4546.32 ms [2022-03-26 07:20:03 main:574] : INFO : Epoch 1979 | loss: 0.0310252 | val_loss: 0.0311151 | Time: 4517.05 ms [2022-03-26 07:20:08 main:574] : INFO : Epoch 1980 | loss: 0.0310244 | val_loss: 0.0311252 | Time: 4543.4 ms [2022-03-26 07:20:12 main:574] : INFO : Epoch 1981 | loss: 0.0310229 | val_loss: 0.0311305 | Time: 4120.36 ms [2022-03-26 07:20:16 main:574] : INFO : Epoch 1982 | loss: 0.0310249 | val_loss: 0.0311249 | Time: 4622.74 ms [2022-03-26 07:20:21 main:574] : INFO : Epoch 1983 | loss: 0.0310311 | val_loss: 0.0311295 | Time: 4449.04 ms [2022-03-26 07:20:25 main:574] : INFO : Epoch 1984 | loss: 0.0310263 | val_loss: 0.0311319 | Time: 4316.56 ms [2022-03-26 07:20:30 main:574] : INFO : Epoch 1985 | loss: 0.0310231 | val_loss: 0.0311311 | Time: 4483.77 ms [2022-03-26 07:20:34 main:574] : INFO : Epoch 1986 | loss: 0.031022 | val_loss: 0.0311311 | Time: 4546.3 ms [2022-03-26 07:20:39 main:574] : INFO : Epoch 1987 | loss: 0.0310227 | val_loss: 0.0311165 | Time: 4481.13 ms [2022-03-26 07:20:43 main:574] : INFO : Epoch 1988 | loss: 0.0310341 | val_loss: 0.0311293 | Time: 4386.57 ms [2022-03-26 07:20:48 main:574] : INFO : Epoch 1989 | loss: 0.0310291 | val_loss: 0.0311264 | Time: 4555.89 ms [2022-03-26 07:20:53 main:574] : INFO : Epoch 1990 | loss: 0.0310239 | val_loss: 0.0311246 | Time: 4885.09 ms [2022-03-26 07:20:57 main:574] : INFO : Epoch 1991 | loss: 0.0310359 | val_loss: 0.0311255 | Time: 4522.49 ms [2022-03-26 07:21:02 main:574] : INFO : Epoch 1992 | loss: 0.0310354 | val_loss: 0.0311225 | Time: 4560.35 ms [2022-03-26 07:21:06 main:574] : INFO : Epoch 1993 | loss: 0.0310322 | val_loss: 0.0311277 | Time: 4459.71 ms [2022-03-26 07:21:10 main:574] : INFO : Epoch 1994 | loss: 0.0310363 | val_loss: 0.0311206 | Time: 4335.5 ms [2022-03-26 07:21:15 main:574] : INFO : Epoch 1995 | loss: 0.0310314 | val_loss: 0.0311172 | Time: 4425.65 ms [2022-03-26 07:21:19 main:574] : INFO : Epoch 1996 | loss: 0.0310453 | val_loss: 0.031122 | Time: 4473.34 ms [2022-03-26 07:21:24 main:574] : INFO : Epoch 1997 | loss: 0.0310459 | val_loss: 0.0311133 | Time: 4567.75 ms [2022-03-26 07:21:28 main:574] : INFO : Epoch 1998 | loss: 0.0310396 | val_loss: 0.031114 | Time: 3961.87 ms [2022-03-26 07:21:32 main:574] : INFO : Epoch 1999 | loss: 0.0310454 | val_loss: 0.0311218 | Time: 4385.92 ms [2022-03-26 07:21:37 main:574] : INFO : Epoch 2000 | loss: 0.0310501 | val_loss: 0.0311102 | Time: 4481.66 ms [2022-03-26 07:21:41 main:574] : INFO : Epoch 2001 | loss: 0.0310387 | val_loss: 0.0311248 | Time: 4295.76 ms [2022-03-26 07:21:46 main:574] : INFO : Epoch 2002 | loss: 0.0310317 | val_loss: 0.0311282 | Time: 4649.39 ms [2022-03-26 07:21:50 main:574] : INFO : Epoch 2003 | loss: 0.0310317 | val_loss: 0.0311225 | Time: 4446.65 ms [2022-03-26 07:21:55 main:574] : INFO : Epoch 2004 | loss: 0.0310326 | val_loss: 0.0311257 | Time: 4419.42 ms [2022-03-26 07:21:59 main:574] : INFO : Epoch 2005 | loss: 0.0310336 | val_loss: 0.0311159 | Time: 4424.21 ms [2022-03-26 07:22:04 main:574] : INFO : Epoch 2006 | loss: 0.0310337 | val_loss: 0.0311098 | Time: 4619.02 ms [2022-03-26 07:22:08 main:574] : INFO : Epoch 2007 | loss: 0.0310312 | val_loss: 0.0311222 | Time: 4530.86 ms [2022-03-26 07:22:13 main:574] : INFO : Epoch 2008 | loss: 0.0310283 | val_loss: 0.0311236 | Time: 4515.07 ms [2022-03-26 07:22:17 main:574] : INFO : Epoch 2009 | loss: 0.0310252 | val_loss: 0.031127 | Time: 4566.31 ms [2022-03-26 07:22:22 main:574] : INFO : Epoch 2010 | loss: 0.0310275 | val_loss: 0.0311258 | Time: 4685.89 ms [2022-03-26 07:22:26 main:574] : INFO : Epoch 2011 | loss: 0.0310286 | val_loss: 0.0311205 | Time: 4429.31 ms [2022-03-26 07:22:31 main:574] : INFO : Epoch 2012 | loss: 0.03103 | val_loss: 0.0311242 | Time: 4521.37 ms [2022-03-26 07:22:36 main:574] : INFO : Epoch 2013 | loss: 0.0310411 | val_loss: 0.0311208 | Time: 4483.27 ms [2022-03-26 07:22:40 main:574] : INFO : Epoch 2014 | loss: 0.0310379 | val_loss: 0.0311254 | Time: 4482.3 ms [2022-03-26 07:22:44 main:574] : INFO : Epoch 2015 | loss: 0.0310367 | val_loss: 0.0311299 | Time: 4457.29 ms [2022-03-26 07:22:49 main:574] : INFO : Epoch 2016 | loss: 0.0310345 | val_loss: 0.0311315 | Time: 4052.74 ms [2022-03-26 07:22:53 main:574] : INFO : Epoch 2017 | loss: 0.0310324 | val_loss: 0.0311143 | Time: 4731.42 ms [2022-03-26 07:22:58 main:574] : INFO : Epoch 2018 | loss: 0.0310347 | val_loss: 0.0311382 | Time: 4444.65 ms [2022-03-26 07:23:02 main:574] : INFO : Epoch 2019 | loss: 0.0311634 | val_loss: 0.0311738 | Time: 4544.58 ms [2022-03-26 07:23:07 main:574] : INFO : Epoch 2020 | loss: 0.0311755 | val_loss: 0.0311602 | Time: 4466.42 ms [2022-03-26 07:23:11 main:574] : INFO : Epoch 2021 | loss: 0.0311615 | val_loss: 0.0311541 | Time: 4289.05 ms [2022-03-26 07:23:15 main:574] : INFO : Epoch 2022 | loss: 0.0311578 | val_loss: 0.0311499 | Time: 4359.07 ms [2022-03-26 07:23:20 main:574] : INFO : Epoch 2023 | loss: 0.0311466 | val_loss: 0.0311397 | Time: 4504.56 ms [2022-03-26 07:23:25 main:574] : INFO : Epoch 2024 | loss: 0.0311371 | val_loss: 0.0311363 | Time: 4737.41 ms [2022-03-26 07:23:29 main:574] : INFO : Epoch 2025 | loss: 0.0311337 | val_loss: 0.0311351 | Time: 4685.26 ms [2022-03-26 07:23:34 main:574] : INFO : Epoch 2026 | loss: 0.0311281 | val_loss: 0.0311379 | Time: 4685.64 ms [2022-03-26 07:23:39 main:574] : INFO : Epoch 2027 | loss: 0.031125 | val_loss: 0.0311359 | Time: 4623.66 ms [2022-03-26 07:23:43 main:574] : INFO : Epoch 2028 | loss: 0.0311215 | val_loss: 0.0311294 | Time: 4650.01 ms [2022-03-26 07:23:48 main:574] : INFO : Epoch 2029 | loss: 0.0311192 | val_loss: 0.0311316 | Time: 4578.32 ms [2022-03-26 07:23:53 main:574] : INFO : Epoch 2030 | loss: 0.0311181 | val_loss: 0.0311307 | Time: 4567.54 ms [2022-03-26 07:23:57 main:574] : INFO : Epoch 2031 | loss: 0.0311146 | val_loss: 0.0311285 | Time: 4793.79 ms [2022-03-26 07:24:02 main:574] : INFO : Epoch 2032 | loss: 0.0311125 | val_loss: 0.0311284 | Time: 4719.68 ms [2022-03-26 07:24:06 main:574] : INFO : Epoch 2033 | loss: 0.0311112 | val_loss: 0.0311271 | Time: 4171.81 ms [2022-03-26 07:24:11 main:574] : INFO : Epoch 2034 | loss: 0.0311087 | val_loss: 0.0311296 | Time: 4856.71 ms [2022-03-26 07:24:16 main:574] : INFO : Epoch 2035 | loss: 0.0311086 | val_loss: 0.0311267 | Time: 4407.38 ms [2022-03-26 07:24:20 main:574] : INFO : Epoch 2036 | loss: 0.0311071 | val_loss: 0.0311318 | Time: 4345.11 ms [2022-03-26 07:24:25 main:574] : INFO : Epoch 2037 | loss: 0.031107 | val_loss: 0.0311258 | Time: 4635.52 ms [2022-03-26 07:24:29 main:574] : INFO : Epoch 2038 | loss: 0.031105 | val_loss: 0.0311304 | Time: 4433.14 ms [2022-03-26 07:24:33 main:574] : INFO : Epoch 2039 | loss: 0.031106 | val_loss: 0.031127 | Time: 4364.19 ms [2022-03-26 07:24:38 main:574] : INFO : Epoch 2040 | loss: 0.031102 | val_loss: 0.0311263 | Time: 4746.46 ms [2022-03-26 07:24:43 main:574] : INFO : Epoch 2041 | loss: 0.031101 | val_loss: 0.0311257 | Time: 4497.03 ms [2022-03-26 07:24:47 main:574] : INFO : Epoch 2042 | loss: 0.0311001 | val_loss: 0.0311251 | Time: 4336 ms [2022-03-26 07:24:51 main:574] : INFO : Epoch 2043 | loss: 0.0310993 | val_loss: 0.0311272 | Time: 4443.03 ms [2022-03-26 07:24:56 main:574] : INFO : Epoch 2044 | loss: 0.0310975 | val_loss: 0.0311272 | Time: 4411.84 ms [2022-03-26 07:25:00 main:574] : INFO : Epoch 2045 | loss: 0.0310993 | val_loss: 0.0311271 | Time: 4433.55 ms [2022-03-26 07:25:05 main:574] : INFO : Epoch 2046 | loss: 0.0310971 | val_loss: 0.0311243 | Time: 4482.45 ms [2022-03-26 07:25:09 main:574] : INFO : Epoch 2047 | loss: 0.0310956 | val_loss: 0.0311244 | Time: 4476.1 ms [2022-03-26 07:25:14 main:574] : INFO : Epoch 2048 | loss: 0.0310958 | val_loss: 0.031135 | Time: 4528.19 ms [2022-03-26 07:25:14 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031135 [2022-03-26 07:25:14 main:603] : INFO : Saving end state to config to file [2022-03-26 07:25:14 main:608] : INFO : Success, exiting.. 07:25:14 (29376): 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)