Task 9437568
| Name | ParityModified-1636224410-23668-2-0_1 |
| Workunit | 6492785 |
| Created | 4 Dec 2021, 23:13:34 UTC |
| Sent | 5 Dec 2021, 1:20:40 UTC |
| Report deadline | 13 Dec 2021, 1:20:40 UTC |
| Received | 5 Dec 2021, 5:28:30 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15916 |
| Run time | 41 min 52 sec |
| CPU time | 41 min 43 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,236.25 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> :59:40 main:574] : INFO : Epoch 1542 | loss: 0.0311302 | val_loss: 0.0311389 | Time: 1226.06 ms [2021-12-04 23:59:42 main:574] : INFO : Epoch 1543 | loss: 0.0311247 | val_loss: 0.0311398 | Time: 1224.91 ms [2021-12-04 23:59:43 main:574] : INFO : Epoch 1544 | loss: 0.0311182 | val_loss: 0.0311359 | Time: 1230.45 ms [2021-12-04 23:59:44 main:574] : INFO : Epoch 1545 | loss: 0.0311147 | val_loss: 0.0311349 | Time: 1227.82 ms [2021-12-04 23:59:45 main:574] : INFO : Epoch 1546 | loss: 0.0311122 | val_loss: 0.0311342 | Time: 1225.11 ms [2021-12-04 23:59:47 main:574] : INFO : Epoch 1547 | loss: 0.0311102 | val_loss: 0.0311348 | Time: 1232.24 ms [2021-12-04 23:59:48 main:574] : INFO : Epoch 1548 | loss: 0.0311102 | val_loss: 0.0311344 | Time: 1231.46 ms [2021-12-04 23:59:49 main:574] : INFO : Epoch 1549 | loss: 0.0311091 | val_loss: 0.0311357 | Time: 1229.74 ms [2021-12-04 23:59:50 main:574] : INFO : Epoch 1550 | loss: 0.0311078 | val_loss: 0.031137 | Time: 1224.51 ms [2021-12-04 23:59:51 main:574] : INFO : Epoch 1551 | loss: 0.0311075 | val_loss: 0.031135 | Time: 1214.86 ms [2021-12-04 23:59:53 main:574] : INFO : Epoch 1552 | loss: 0.0311057 | val_loss: 0.0311387 | Time: 1224.81 ms [2021-12-04 23:59:54 main:574] : INFO : Epoch 1553 | loss: 0.031107 | val_loss: 0.031137 | Time: 1223.97 ms [2021-12-04 23:59:55 main:574] : INFO : Epoch 1554 | loss: 0.0311145 | val_loss: 0.0311368 | Time: 1225.59 ms [2021-12-04 23:59:56 main:574] : INFO : Epoch 1555 | loss: 0.0311189 | val_loss: 0.0311411 | Time: 1222.53 ms [2021-12-04 23:59:58 main:574] : INFO : Epoch 1556 | loss: 0.031119 | val_loss: 0.0311388 | Time: 1225.53 ms [2021-12-04 23:59:59 main:574] : INFO : Epoch 1557 | loss: 0.0311188 | val_loss: 0.0311387 | Time: 1228.62 ms [2021-12-05 00:00:00 main:574] : INFO : Epoch 1558 | loss: 0.0311153 | val_loss: 0.0311399 | Time: 1231.83 ms [2021-12-05 00:00:01 main:574] : INFO : Epoch 1559 | loss: 0.0311124 | val_loss: 0.0311384 | Time: 1228.25 ms [2021-12-05 00:00:03 main:574] : INFO : Epoch 1560 | loss: 0.031111 | val_loss: 0.0311398 | Time: 1239.31 ms [2021-12-05 00:00:04 main:574] : INFO : Epoch 1561 | loss: 0.0311097 | val_loss: 0.0311392 | Time: 1229.49 ms [2021-12-05 00:00:05 main:574] : INFO : Epoch 1562 | loss: 0.0311079 | val_loss: 0.031137 | Time: 1224.74 ms [2021-12-05 00:00:06 main:574] : INFO : Epoch 1563 | loss: 0.0311066 | val_loss: 0.0311355 | Time: 1231.79 ms [2021-12-05 00:00:07 main:574] : INFO : Epoch 1564 | loss: 0.0311064 | val_loss: 0.0311384 | Time: 1228.23 ms [2021-12-05 00:00:09 main:574] : INFO : Epoch 1565 | loss: 0.0311057 | val_loss: 0.0311372 | Time: 1227.17 ms [2021-12-05 00:00:10 main:574] : INFO : Epoch 1566 | loss: 0.0311115 | val_loss: 0.0311353 | Time: 1219.57 ms [2021-12-05 00:00:11 main:574] : INFO : Epoch 1567 | loss: 0.0311077 | val_loss: 0.0311386 | Time: 1221.3 ms [2021-12-05 00:00:12 main:574] : INFO : Epoch 1568 | loss: 0.0311074 | val_loss: 0.0311372 | Time: 1216.12 ms [2021-12-05 00:00:14 main:574] : INFO : Epoch 1569 | loss: 0.0311058 | val_loss: 0.0311426 | Time: 1225.77 ms [2021-12-05 00:00:15 main:574] : INFO : Epoch 1570 | loss: 0.031106 | val_loss: 0.0311401 | Time: 1221.82 ms [2021-12-05 00:00:16 main:574] : INFO : Epoch 1571 | loss: 0.0311044 | val_loss: 0.0311404 | Time: 1234.78 ms [2021-12-05 00:00:17 main:574] : INFO : Epoch 1572 | loss: 0.0311041 | val_loss: 0.0311363 | Time: 1231.42 ms [2021-12-05 00:00:19 main:574] : INFO : Epoch 1573 | loss: 0.0311024 | val_loss: 0.0311396 | Time: 1237.82 ms [2021-12-05 00:00:20 main:574] : INFO : Epoch 1574 | loss: 0.0311041 | val_loss: 0.0311375 | Time: 1227.46 ms [2021-12-05 00:00:21 main:574] : INFO : Epoch 1575 | loss: 0.0311025 | val_loss: 0.0311409 | Time: 1231.67 ms [2021-12-05 00:00:22 main:574] : INFO : Epoch 1576 | loss: 0.0311015 | val_loss: 0.0311393 | Time: 1232.05 ms [2021-12-05 00:00:23 main:574] : INFO : Epoch 1577 | loss: 0.0311022 | val_loss: 0.031147 | Time: 1233.23 ms [2021-12-05 00:00:25 main:574] : INFO : Epoch 1578 | loss: 0.0311051 | val_loss: 0.0311361 | Time: 1230.62 ms [2021-12-05 00:00:26 main:574] : INFO : Epoch 1579 | loss: 0.0311055 | val_loss: 0.0311369 | Time: 1236.67 ms [2021-12-05 00:00:27 main:574] : INFO : Epoch 1580 | loss: 0.0311041 | val_loss: 0.0311389 | Time: 1228.64 ms [2021-12-05 00:00:28 main:574] : INFO : Epoch 1581 | loss: 0.0311051 | val_loss: 0.0311401 | Time: 1236.69 ms [2021-12-05 00:00:30 main:574] : INFO : Epoch 1582 | loss: 0.0311201 | val_loss: 0.0311471 | Time: 1225.2 ms [2021-12-05 00:00:31 main:574] : INFO : Epoch 1583 | loss: 0.0311214 | val_loss: 0.0311392 | Time: 1224.07 ms [2021-12-05 00:00:32 main:574] : INFO : Epoch 1584 | loss: 0.0311172 | val_loss: 0.0311397 | Time: 1225.33 ms [2021-12-05 00:00:33 main:574] : INFO : Epoch 1585 | loss: 0.031113 | val_loss: 0.0311405 | Time: 1227.07 ms [2021-12-05 00:00:35 main:574] : INFO : Epoch 1586 | loss: 0.0311109 | val_loss: 0.0311411 | Time: 1230.3 ms [2021-12-05 00:00:36 main:574] : INFO : Epoch 1587 | loss: 0.0311123 | val_loss: 0.0311396 | Time: 1221.8 ms [2021-12-05 00:00:37 main:574] : INFO : Epoch 1588 | loss: 0.031112 | val_loss: 0.0311405 | Time: 1220.97 ms [2021-12-05 00:00:38 main:574] : INFO : Epoch 1589 | loss: 0.0311112 | val_loss: 0.0311401 | Time: 1214.39 ms [2021-12-05 00:00:39 main:574] : INFO : Epoch 1590 | loss: 0.0311094 | val_loss: 0.0311384 | Time: 1218.56 ms [2021-12-05 00:00:41 main:574] : INFO : Epoch 1591 | loss: 0.0311064 | val_loss: 0.0311403 | Time: 1213.94 ms [2021-12-05 00:00:42 main:574] : INFO : Epoch 1592 | loss: 0.0311087 | val_loss: 0.0311338 | Time: 1222.01 ms [2021-12-05 00:00:43 main:574] : INFO : Epoch 1593 | loss: 0.0311035 | val_loss: 0.0311382 | Time: 1223.95 ms [2021-12-05 00:00:44 main:574] : INFO : Epoch 1594 | loss: 0.0311031 | val_loss: 0.0311371 | Time: 1217.02 ms [2021-12-05 00:00:46 main:574] : INFO : Epoch 1595 | loss: 0.0311044 | val_loss: 0.031139 | Time: 1217.43 ms [2021-12-05 00:00:47 main:574] : INFO : Epoch 1596 | loss: 0.0311034 | val_loss: 0.0311396 | Time: 1213.28 ms [2021-12-05 00:00:48 main:574] : INFO : Epoch 1597 | loss: 0.0311047 | val_loss: 0.0311365 | Time: 1222.24 ms [2021-12-05 00:00:49 main:574] : INFO : Epoch 1598 | loss: 0.0311039 | val_loss: 0.031137 | Time: 1212.46 ms [2021-12-05 00:00:50 main:574] : INFO : Epoch 1599 | loss: 0.0311024 | val_loss: 0.0311369 | Time: 1233.88 ms [2021-12-05 00:00:52 main:574] : INFO : Epoch 1600 | loss: 0.0311023 | val_loss: 0.0311438 | Time: 1219.37 ms [2021-12-05 00:00:53 main:574] : INFO : Epoch 1601 | loss: 0.0311028 | val_loss: 0.0311418 | Time: 1231.23 ms [2021-12-05 00:00:54 main:574] : INFO : Epoch 1602 | loss: 0.0311037 | val_loss: 0.0311403 | Time: 1226.81 ms [2021-12-05 00:00:55 main:574] : INFO : Epoch 1603 | loss: 0.0311053 | val_loss: 0.0311443 | Time: 1228.19 ms [2021-12-05 00:00:57 main:574] : INFO : Epoch 1604 | loss: 0.0311024 | val_loss: 0.031139 | Time: 1219.52 ms [2021-12-05 00:00:58 main:574] : INFO : Epoch 1605 | loss: 0.0311003 | val_loss: 0.0311387 | Time: 1220.6 ms [2021-12-05 00:00:59 main:574] : INFO : Epoch 1606 | loss: 0.0310999 | val_loss: 0.0311415 | Time: 1226.13 ms [2021-12-05 00:01:00 main:574] : INFO : Epoch 1607 | loss: 0.0311012 | val_loss: 0.0311355 | Time: 1219.06 ms [2021-12-05 00:01:01 main:574] : INFO : Epoch 1608 | loss: 0.031101 | val_loss: 0.0311395 | Time: 1229.63 ms [2021-12-05 00:01:03 main:574] : INFO : Epoch 1609 | loss: 0.0311003 | val_loss: 0.0311402 | Time: 1224.55 ms [2021-12-05 00:01:04 main:574] : INFO : Epoch 1610 | loss: 0.0311007 | val_loss: 0.0311398 | Time: 1227.27 ms [2021-12-05 00:01:05 main:574] : INFO : Epoch 1611 | loss: 0.0311 | val_loss: 0.0311383 | Time: 1226.91 ms [2021-12-05 00:01:06 main:574] : INFO : Epoch 1612 | loss: 0.0310995 | val_loss: 0.0311404 | Time: 1226.69 ms [2021-12-05 00:01:08 main:574] : INFO : Epoch 1613 | loss: 0.0311016 | val_loss: 0.0311469 | Time: 1225.53 ms [2021-12-05 00:01:09 main:574] : INFO : Epoch 1614 | loss: 0.0311014 | val_loss: 0.0311411 | Time: 1221.96 ms [2021-12-05 00:01:10 main:574] : INFO : Epoch 1615 | loss: 0.0311035 | val_loss: 0.0311451 | Time: 1224.85 ms [2021-12-05 00:01:11 main:574] : INFO : Epoch 1616 | loss: 0.0311064 | val_loss: 0.0311362 | Time: 1224.55 ms [2021-12-05 00:01:13 main:574] : INFO : Epoch 1617 | loss: 0.0311026 | val_loss: 0.0311377 | Time: 1231.79 ms [2021-12-05 00:01:14 main:574] : INFO : Epoch 1618 | loss: 0.0311012 | val_loss: 0.0311383 | Time: 1228.47 ms [2021-12-05 00:01:15 main:574] : INFO : Epoch 1619 | loss: 0.0311006 | val_loss: 0.0311393 | Time: 1234.46 ms [2021-12-05 00:01:16 main:574] : INFO : Epoch 1620 | loss: 0.0311 | val_loss: 0.0311369 | Time: 1221.48 ms [2021-12-05 00:01:17 main:574] : INFO : Epoch 1621 | loss: 0.0311026 | val_loss: 0.0311396 | Time: 1236.77 ms [2021-12-05 00:01:19 main:574] : INFO : Epoch 1622 | loss: 0.0311014 | val_loss: 0.0311438 | Time: 1233.79 ms [2021-12-05 00:01:20 main:574] : INFO : Epoch 1623 | loss: 0.0311014 | val_loss: 0.0311428 | Time: 1237.53 ms [2021-12-05 00:01:21 main:574] : INFO : Epoch 1624 | loss: 0.0310987 | val_loss: 0.0311434 | Time: 1231.54 ms [2021-12-05 00:01:22 main:574] : INFO : Epoch 1625 | loss: 0.0310989 | val_loss: 0.0311439 | Time: 1228.07 ms [2021-12-05 00:01:24 main:574] : INFO : Epoch 1626 | loss: 0.0310981 | val_loss: 0.0311455 | Time: 1232.94 ms [2021-12-05 00:01:25 main:574] : INFO : Epoch 1627 | loss: 0.0311038 | val_loss: 0.031137 | Time: 1227.05 ms [2021-12-05 00:01:26 main:574] : INFO : Epoch 1628 | loss: 0.0311093 | val_loss: 0.0311342 | Time: 1233.41 ms [2021-12-05 00:01:27 main:574] : INFO : Epoch 1629 | loss: 0.0311066 | val_loss: 0.0311341 | Time: 1226.71 ms [2021-12-05 00:01:29 main:574] : INFO : Epoch 1630 | loss: 0.0311052 | val_loss: 0.0311405 | Time: 1222.95 ms [2021-12-05 00:01:30 main:574] : INFO : Epoch 1631 | loss: 0.0311038 | val_loss: 0.0311421 | Time: 1230.9 ms [2021-12-05 00:01:31 main:574] : INFO : Epoch 1632 | loss: 0.0311166 | val_loss: 0.0311383 | Time: 1237.06 ms [2021-12-05 00:01:32 main:574] : INFO : Epoch 1633 | loss: 0.0311172 | val_loss: 0.0311366 | Time: 1227.42 ms [2021-12-05 00:01:33 main:574] : INFO : Epoch 1634 | loss: 0.0311161 | val_loss: 0.0311439 | Time: 1229.45 ms [2021-12-05 00:01:35 main:574] : INFO : Epoch 1635 | loss: 0.0311141 | val_loss: 0.031137 | Time: 1234.48 ms [2021-12-05 00:01:36 main:574] : INFO : Epoch 1636 | loss: 0.0311157 | val_loss: 0.0311524 | Time: 1226.86 ms [2021-12-05 00:01:37 main:574] : INFO : Epoch 1637 | loss: 0.0311163 | val_loss: 0.0311411 | Time: 1219.57 ms [2021-12-05 00:01:38 main:574] : INFO : Epoch 1638 | loss: 0.0311154 | val_loss: 0.0311361 | Time: 1229.53 ms [2021-12-05 00:01:40 main:574] : INFO : Epoch 1639 | loss: 0.0311188 | val_loss: 0.0311434 | Time: 1222.71 ms [2021-12-05 00:01:41 main:574] : INFO : Epoch 1640 | loss: 0.0311195 | val_loss: 0.0311411 | Time: 1227.57 ms [2021-12-05 00:01:42 main:574] : INFO : Epoch 1641 | loss: 0.0311157 | val_loss: 0.0311368 | Time: 1225.23 ms [2021-12-05 00:01:43 main:574] : INFO : Epoch 1642 | loss: 0.0311117 | val_loss: 0.0311404 | Time: 1226.03 ms [2021-12-05 00:01:45 main:574] : INFO : Epoch 1643 | loss: 0.0311092 | val_loss: 0.031138 | Time: 1224.23 ms [2021-12-05 00:01:46 main:574] : INFO : Epoch 1644 | loss: 0.0311091 | val_loss: 0.0311366 | Time: 1229.23 ms [2021-12-05 00:01:47 main:574] : INFO : Epoch 1645 | loss: 0.0311069 | val_loss: 0.0311459 | Time: 1227.73 ms [2021-12-05 00:01:48 main:574] : INFO : Epoch 1646 | loss: 0.0311063 | val_loss: 0.0311349 | Time: 1220.34 ms [2021-12-05 00:01:49 main:574] : INFO : Epoch 1647 | loss: 0.0311055 | val_loss: 0.031139 | Time: 1232.27 ms [2021-12-05 00:01:51 main:574] : INFO : Epoch 1648 | loss: 0.0311069 | val_loss: 0.0311372 | Time: 1227.9 ms [2021-12-05 00:01:52 main:574] : INFO : Epoch 1649 | loss: 0.0311065 | val_loss: 0.0311362 | Time: 1223.91 ms [2021-12-05 00:01:53 main:574] : INFO : Epoch 1650 | loss: 0.0311063 | val_loss: 0.0311326 | Time: 1220.54 ms [2021-12-05 00:01:54 main:574] : INFO : Epoch 1651 | loss: 0.0311044 | val_loss: 0.0311361 | Time: 1226.58 ms [2021-12-05 00:01:56 main:574] : INFO : Epoch 1652 | loss: 0.0311048 | val_loss: 0.031134 | Time: 1228.27 ms [2021-12-05 00:01:57 main:574] : INFO : Epoch 1653 | loss: 0.0311141 | val_loss: 0.0311329 | Time: 1230.99 ms [2021-12-05 00:01:58 main:574] : INFO : Epoch 1654 | loss: 0.0311129 | val_loss: 0.0311323 | Time: 1221.37 ms [2021-12-05 00:01:59 main:574] : INFO : Epoch 1655 | loss: 0.0311158 | val_loss: 0.0311352 | Time: 1227.36 ms [2021-12-05 00:02:00 main:574] : INFO : Epoch 1656 | loss: 0.0311121 | val_loss: 0.0311335 | Time: 1216.35 ms [2021-12-05 00:02:02 main:574] : INFO : Epoch 1657 | loss: 0.0311098 | val_loss: 0.0311339 | Time: 1223.18 ms [2021-12-05 00:02:03 main:574] : INFO : Epoch 1658 | loss: 0.0311087 | val_loss: 0.0311324 | Time: 1220.63 ms [2021-12-05 00:02:04 main:574] : INFO : Epoch 1659 | loss: 0.0311136 | val_loss: 0.0311354 | Time: 1217.11 ms [2021-12-05 00:02:05 main:574] : INFO : Epoch 1660 | loss: 0.0311131 | val_loss: 0.0311356 | Time: 1218.65 ms [2021-12-05 00:02:07 main:574] : INFO : Epoch 1661 | loss: 0.0311139 | val_loss: 0.0311375 | Time: 1217.58 ms [2021-12-05 00:02:08 main:574] : INFO : Epoch 1662 | loss: 0.0311121 | val_loss: 0.0311369 | Time: 1216.92 ms [2021-12-05 00:02:09 main:574] : INFO : Epoch 1663 | loss: 0.0311117 | val_loss: 0.031136 | Time: 1216.23 ms [2021-12-05 00:02:10 main:574] : INFO : Epoch 1664 | loss: 0.0311091 | val_loss: 0.0311324 | Time: 1221.61 ms [2021-12-05 00:02:11 main:574] : INFO : Epoch 1665 | loss: 0.0311124 | val_loss: 0.0311303 | Time: 1223.7 ms [2021-12-05 00:02:13 main:574] : INFO : Epoch 1666 | loss: 0.0311127 | val_loss: 0.0311383 | Time: 1221.38 ms [2021-12-05 00:02:14 main:574] : INFO : Epoch 1667 | loss: 0.0311136 | val_loss: 0.0311354 | Time: 1228.61 ms [2021-12-05 00:02:15 main:574] : INFO : Epoch 1668 | loss: 0.0311166 | val_loss: 0.0311317 | Time: 1228.41 ms [2021-12-05 00:02:16 main:574] : INFO : Epoch 1669 | loss: 0.0311123 | val_loss: 0.0311325 | Time: 1224.49 ms [2021-12-05 00:02:18 main:574] : INFO : Epoch 1670 | loss: 0.0311106 | val_loss: 0.031136 | Time: 1230.38 ms [2021-12-05 00:02:19 main:574] : INFO : Epoch 1671 | loss: 0.0311101 | val_loss: 0.0311382 | Time: 1240.82 ms [2021-12-05 00:02:20 main:574] : INFO : Epoch 1672 | loss: 0.0311126 | val_loss: 0.0311356 | Time: 1235.35 ms [2021-12-05 00:02:21 main:574] : INFO : Epoch 1673 | loss: 0.0311157 | val_loss: 0.0311296 | Time: 1234.07 ms [2021-12-05 00:02:23 main:574] : INFO : Epoch 1674 | loss: 0.0311124 | val_loss: 0.0311296 | Time: 1231.7 ms [2021-12-05 00:02:24 main:574] : INFO : Epoch 1675 | loss: 0.0311115 | val_loss: 0.0311328 | Time: 1225.25 ms [2021-12-05 00:02:25 main:574] : INFO : Epoch 1676 | loss: 0.0311125 | val_loss: 0.0311319 | Time: 1231.26 ms [2021-12-05 00:02:26 main:574] : INFO : Epoch 1677 | loss: 0.0311116 | val_loss: 0.0311317 | Time: 1223.82 ms [2021-12-05 00:02:27 main:574] : INFO : Epoch 1678 | loss: 0.0311124 | val_loss: 0.0311335 | Time: 1226.65 ms [2021-12-05 00:02:29 main:574] : INFO : Epoch 1679 | loss: 0.0311103 | val_loss: 0.0311316 | Time: 1236.27 ms [2021-12-05 00:02:30 main:574] : INFO : Epoch 1680 | loss: 0.0311082 | val_loss: 0.0311318 | Time: 1220.19 ms [2021-12-05 00:02:31 main:574] : INFO : Epoch 1681 | loss: 0.0311106 | val_loss: 0.0311316 | Time: 1227.98 ms [2021-12-05 00:02:32 main:574] : INFO : Epoch 1682 | loss: 0.0311091 | val_loss: 0.0311419 | Time: 1226.71 ms [2021-12-05 00:02:34 main:574] : INFO : Epoch 1683 | loss: 0.0311108 | val_loss: 0.0311357 | Time: 1230.94 ms [2021-12-05 00:02:35 main:574] : INFO : Epoch 1684 | loss: 0.0311085 | val_loss: 0.0311374 | Time: 1222.9 ms [2021-12-05 00:02:36 main:574] : INFO : Epoch 1685 | loss: 0.0311059 | val_loss: 0.031133 | Time: 1227.38 ms [2021-12-05 00:02:37 main:574] : INFO : Epoch 1686 | loss: 0.0311036 | val_loss: 0.0311308 | Time: 1241.26 ms [2021-12-05 00:02:39 main:574] : INFO : Epoch 1687 | loss: 0.0311021 | val_loss: 0.031134 | Time: 1230.43 ms [2021-12-05 00:02:40 main:574] : INFO : Epoch 1688 | loss: 0.0311031 | val_loss: 0.0311337 | Time: 1227.33 ms [2021-12-05 00:02:41 main:574] : INFO : Epoch 1689 | loss: 0.0311025 | val_loss: 0.0311336 | Time: 1231.26 ms [2021-12-05 00:02:42 main:574] : INFO : Epoch 1690 | loss: 0.0311031 | val_loss: 0.0311297 | Time: 1229.4 ms [2021-12-05 00:02:43 main:574] : INFO : Epoch 1691 | loss: 0.031103 | val_loss: 0.0311357 | Time: 1224.49 ms [2021-12-05 00:02:45 main:574] : INFO : Epoch 1692 | loss: 0.0311021 | val_loss: 0.0311319 | Time: 1228.27 ms [2021-12-05 00:02:46 main:574] : INFO : Epoch 1693 | loss: 0.0311014 | val_loss: 0.0311319 | Time: 1227.54 ms [2021-12-05 00:02:47 main:574] : INFO : Epoch 1694 | loss: 0.0311011 | val_loss: 0.0311332 | Time: 1225.51 ms [2021-12-05 00:02:48 main:574] : INFO : Epoch 1695 | loss: 0.0310991 | val_loss: 0.0311324 | Time: 1229.79 ms [2021-12-05 00:02:50 main:574] : INFO : Epoch 1696 | loss: 0.0310985 | val_loss: 0.031128 | Time: 1227.47 ms [2021-12-05 00:02:51 main:574] : INFO : Epoch 1697 | loss: 0.0310985 | val_loss: 0.0311323 | Time: 1233.39 ms [2021-12-05 00:02:52 main:574] : INFO : Epoch 1698 | loss: 0.0310991 | val_loss: 0.0311285 | Time: 1238.81 ms [2021-12-05 00:02:53 main:574] : INFO : Epoch 1699 | loss: 0.0311003 | val_loss: 0.0311308 | Time: 1232.22 ms [2021-12-05 00:02:55 main:574] : INFO : Epoch 1700 | loss: 0.0310997 | val_loss: 0.0311288 | Time: 1238.3 ms [2021-12-05 00:02:56 main:574] : INFO : Epoch 1701 | loss: 0.0310999 | val_loss: 0.0311354 | Time: 1240.27 ms [2021-12-05 00:02:57 main:574] : INFO : Epoch 1702 | loss: 0.0311041 | val_loss: 0.0311315 | Time: 1238.09 ms [2021-12-05 00:02:58 main:574] : INFO : Epoch 1703 | loss: 0.0311046 | val_loss: 0.0311345 | Time: 1234.7 ms [2021-12-05 00:03:00 main:574] : INFO : Epoch 1704 | loss: 0.0311028 | val_loss: 0.0311311 | Time: 1234.47 ms [2021-12-05 00:03:01 main:574] : INFO : Epoch 1705 | loss: 0.0311022 | val_loss: 0.0311319 | Time: 1233.06 ms [2021-12-05 00:03:02 main:574] : INFO : Epoch 1706 | loss: 0.0311072 | val_loss: 0.0311425 | Time: 1240.86 ms [2021-12-05 00:03:03 main:574] : INFO : Epoch 1707 | loss: 0.0311208 | val_loss: 0.0311309 | Time: 1231.43 ms [2021-12-05 00:03:04 main:574] : INFO : Epoch 1708 | loss: 0.0311113 | val_loss: 0.0311295 | Time: 1231.75 ms [2021-12-05 00:03:06 main:574] : INFO : Epoch 1709 | loss: 0.0311089 | val_loss: 0.0311284 | Time: 1234.9 ms [2021-12-05 00:03:07 main:574] : INFO : Epoch 1710 | loss: 0.031111 | val_loss: 0.0311327 | Time: 1236.73 ms [2021-12-05 00:03:08 main:574] : INFO : Epoch 1711 | loss: 0.0311101 | val_loss: 0.0311325 | Time: 1230.67 ms [2021-12-05 00:03:09 main:574] : INFO : Epoch 1712 | loss: 0.0311093 | val_loss: 0.0311331 | Time: 1231 ms [2021-12-05 00:03:11 main:574] : INFO : Epoch 1713 | loss: 0.0311086 | val_loss: 0.0311284 | Time: 1235.94 ms [2021-12-05 00:03:12 main:574] : INFO : Epoch 1714 | loss: 0.0311087 | val_loss: 0.0311289 | Time: 1245.86 ms [2021-12-05 00:03:13 main:574] : INFO : Epoch 1715 | loss: 0.0311053 | val_loss: 0.0311345 | Time: 1231.8 ms [2021-12-05 00:03:14 main:574] : INFO : Epoch 1716 | loss: 0.0311058 | val_loss: 0.0311313 | Time: 1234.69 ms [2021-12-05 00:03:16 main:574] : INFO : Epoch 1717 | loss: 0.0311165 | val_loss: 0.0311371 | Time: 1229.44 ms [2021-12-05 00:03:17 main:574] : INFO : Epoch 1718 | loss: 0.0311195 | val_loss: 0.0311345 | Time: 1229.84 ms [2021-12-05 00:03:18 main:574] : INFO : Epoch 1719 | loss: 0.0311157 | val_loss: 0.0311388 | Time: 1233.26 ms [2021-12-05 00:03:19 main:574] : INFO : Epoch 1720 | loss: 0.0311153 | val_loss: 0.0311355 | Time: 1234.07 ms [2021-12-05 00:03:21 main:574] : INFO : Epoch 1721 | loss: 0.0311119 | val_loss: 0.0311348 | Time: 1245.05 ms [2021-12-05 00:03:22 main:574] : INFO : Epoch 1722 | loss: 0.0311134 | val_loss: 0.0311307 | Time: 1230.17 ms [2021-12-05 00:03:23 main:574] : INFO : Epoch 1723 | loss: 0.0311123 | val_loss: 0.0311332 | Time: 1236.82 ms [2021-12-05 00:03:24 main:574] : INFO : Epoch 1724 | loss: 0.0311154 | val_loss: 0.0311299 | Time: 1231.05 ms [2021-12-05 00:03:25 main:574] : INFO : Epoch 1725 | loss: 0.0311185 | val_loss: 0.0311335 | Time: 1228.26 ms [2021-12-05 00:03:27 main:574] : INFO : Epoch 1726 | loss: 0.0311177 | val_loss: 0.0311281 | Time: 1235.59 ms [2021-12-05 00:03:28 main:574] : INFO : Epoch 1727 | loss: 0.0311161 | val_loss: 0.0311305 | Time: 1225.51 ms [2021-12-05 00:03:29 main:574] : INFO : Epoch 1728 | loss: 0.031115 | val_loss: 0.0311285 | Time: 1220.17 ms [2021-12-05 00:03:30 main:574] : INFO : Epoch 1729 | loss: 0.0311126 | val_loss: 0.0311302 | Time: 1229.48 ms [2021-12-05 00:03:32 main:574] : INFO : Epoch 1730 | loss: 0.0311096 | val_loss: 0.0311289 | Time: 1226.66 ms [2021-12-05 00:03:33 main:574] : INFO : Epoch 1731 | loss: 0.0311072 | val_loss: 0.0311275 | Time: 1226.41 ms [2021-12-05 00:03:34 main:574] : INFO : Epoch 1732 | loss: 0.031106 | val_loss: 0.0311279 | Time: 1225.19 ms [2021-12-05 00:03:35 main:574] : INFO : Epoch 1733 | loss: 0.0311051 | val_loss: 0.031129 | Time: 1225.1 ms [2021-12-05 00:03:37 main:574] : INFO : Epoch 1734 | loss: 0.0311052 | val_loss: 0.0311292 | Time: 1224.35 ms [2021-12-05 00:03:38 main:574] : INFO : Epoch 1735 | loss: 0.031108 | val_loss: 0.0311282 | Time: 1229.26 ms [2021-12-05 00:03:39 main:574] : INFO : Epoch 1736 | loss: 0.0311068 | val_loss: 0.0311316 | Time: 1224.66 ms [2021-12-05 00:03:40 main:574] : INFO : Epoch 1737 | loss: 0.0311076 | val_loss: 0.0311293 | Time: 1235.91 ms [2021-12-05 00:03:41 main:574] : INFO : Epoch 1738 | loss: 0.0311047 | val_loss: 0.0311341 | Time: 1222.08 ms [2021-12-05 00:03:43 main:574] : INFO : Epoch 1739 | loss: 0.0311037 | val_loss: 0.0311277 | Time: 1228.19 ms [2021-12-05 00:03:44 main:574] : INFO : Epoch 1740 | loss: 0.0311029 | val_loss: 0.0311316 | Time: 1231.17 ms [2021-12-05 00:03:45 main:574] : INFO : Epoch 1741 | loss: 0.0311025 | val_loss: 0.0311279 | Time: 1230.16 ms [2021-12-05 00:03:46 main:574] : INFO : Epoch 1742 | loss: 0.0311044 | val_loss: 0.0311304 | Time: 1223 ms [2021-12-05 00:03:48 main:574] : INFO : Epoch 1743 | loss: 0.031105 | val_loss: 0.031133 | Time: 1229.66 ms [2021-12-05 00:03:49 main:574] : INFO : Epoch 1744 | loss: 0.0311077 | val_loss: 0.0311311 | Time: 1225.06 ms [2021-12-05 00:03:50 main:574] : INFO : Epoch 1745 | loss: 0.0311049 | val_loss: 0.0311278 | Time: 1233.54 ms [2021-12-05 00:03:51 main:574] : INFO : Epoch 1746 | loss: 0.0311064 | val_loss: 0.0311348 | Time: 1227.51 ms [2021-12-05 00:03:53 main:574] : INFO : Epoch 1747 | loss: 0.0311081 | val_loss: 0.0311279 | Time: 1222.28 ms [2021-12-05 00:03:54 main:574] : INFO : Epoch 1748 | loss: 0.0311052 | val_loss: 0.0311312 | Time: 1229.57 ms [2021-12-05 00:03:55 main:574] : INFO : Epoch 1749 | loss: 0.0311024 | val_loss: 0.0311285 | Time: 1234.69 ms [2021-12-05 00:03:56 main:574] : INFO : Epoch 1750 | loss: 0.0311015 | val_loss: 0.0311249 | Time: 1227.65 ms [2021-12-05 00:03:57 main:574] : INFO : Epoch 1751 | loss: 0.0311012 | val_loss: 0.031129 | Time: 1240.93 ms [2021-12-05 00:03:59 main:574] : INFO : Epoch 1752 | loss: 0.0310988 | val_loss: 0.0311257 | Time: 1225.2 ms [2021-12-05 00:04:00 main:574] : INFO : Epoch 1753 | loss: 0.0311014 | val_loss: 0.0311272 | Time: 1222.5 ms [2021-12-05 00:04:01 main:574] : INFO : Epoch 1754 | loss: 0.0311013 | val_loss: 0.0311255 | Time: 1228.33 ms [2021-12-05 00:04:02 main:574] : INFO : Epoch 1755 | loss: 0.0311004 | val_loss: 0.0311274 | Time: 1228.2 ms [2021-12-05 00:04:04 main:574] : INFO : Epoch 1756 | loss: 0.031099 | val_loss: 0.0311256 | Time: 1221.76 ms [2021-12-05 00:04:05 main:574] : INFO : Epoch 1757 | loss: 0.0310997 | val_loss: 0.031128 | Time: 1226.02 ms [2021-12-05 00:04:06 main:574] : INFO : Epoch 1758 | loss: 0.0310993 | val_loss: 0.0311351 | Time: 1229.28 ms [2021-12-05 00:04:07 main:574] : INFO : Epoch 1759 | loss: 0.0311028 | val_loss: 0.031139 | Time: 1215.63 ms [2021-12-05 00:04:09 main:574] : INFO : Epoch 1760 | loss: 0.0311254 | val_loss: 0.0313284 | Time: 1222.55 ms [2021-12-05 00:04:10 main:574] : INFO : Epoch 1761 | loss: 0.0350385 | val_loss: 0.0316856 | Time: 1208.96 ms [2021-12-05 00:04:11 main:574] : INFO : Epoch 1762 | loss: 0.0321753 | val_loss: 0.0318841 | Time: 1222.09 ms [2021-12-05 00:04:12 main:574] : INFO : Epoch 1763 | loss: 0.0313985 | val_loss: 0.0313132 | Time: 1222.66 ms [2021-12-05 00:04:13 main:574] : INFO : Epoch 1764 | loss: 0.0312523 | val_loss: 0.0312178 | Time: 1223.76 ms [2021-12-05 00:04:15 main:574] : INFO : Epoch 1765 | loss: 0.0312127 | val_loss: 0.0311922 | Time: 1223.44 ms [2021-12-05 00:04:16 main:574] : INFO : Epoch 1766 | loss: 0.0311913 | val_loss: 0.0311796 | Time: 1227.26 ms [2021-12-05 00:04:17 main:574] : INFO : Epoch 1767 | loss: 0.031183 | val_loss: 0.0311777 | Time: 1225.19 ms [2021-12-05 00:04:18 main:574] : INFO : Epoch 1768 | loss: 0.0311814 | val_loss: 0.0311753 | Time: 1218.4 ms [2021-12-05 00:04:20 main:574] : INFO : Epoch 1769 | loss: 0.0311777 | val_loss: 0.0311717 | Time: 1222.66 ms [2021-12-05 00:04:21 main:574] : INFO : Epoch 1770 | loss: 0.0311735 | val_loss: 0.0311682 | Time: 1222.36 ms [2021-12-05 00:04:22 main:574] : INFO : Epoch 1771 | loss: 0.0311695 | val_loss: 0.0311645 | Time: 1223.66 ms [2021-12-05 00:04:23 main:574] : INFO : Epoch 1772 | loss: 0.0311623 | val_loss: 0.0311535 | Time: 1226.86 ms [2021-12-05 00:04:24 main:574] : INFO : Epoch 1773 | loss: 0.0311511 | val_loss: 0.0311496 | Time: 1226.78 ms [2021-12-05 00:04:26 main:574] : INFO : Epoch 1774 | loss: 0.0311469 | val_loss: 0.0311491 | Time: 1228.37 ms [2021-12-05 00:04:27 main:574] : INFO : Epoch 1775 | loss: 0.0311462 | val_loss: 0.0311466 | Time: 1228.56 ms [2021-12-05 00:04:28 main:574] : INFO : Epoch 1776 | loss: 0.0311435 | val_loss: 0.031145 | Time: 1220.43 ms [2021-12-05 00:04:29 main:574] : INFO : Epoch 1777 | loss: 0.0311425 | val_loss: 0.0311439 | Time: 1222.51 ms [2021-12-05 00:04:31 main:574] : INFO : Epoch 1778 | loss: 0.031142 | val_loss: 0.0311438 | Time: 1223.09 ms [2021-12-05 00:04:32 main:574] : INFO : Epoch 1779 | loss: 0.031141 | val_loss: 0.0311438 | Time: 1228 ms [2021-12-05 00:04:33 main:574] : INFO : Epoch 1780 | loss: 0.0311406 | val_loss: 0.0311463 | Time: 1226.4 ms [2021-12-05 00:04:34 main:574] : INFO : Epoch 1781 | loss: 0.0311405 | val_loss: 0.0311407 | Time: 1234.54 ms [2021-12-05 00:04:35 main:574] : INFO : Epoch 1782 | loss: 0.0311382 | val_loss: 0.031141 | Time: 1230.44 ms [2021-12-05 00:04:37 main:574] : INFO : Epoch 1783 | loss: 0.0311372 | val_loss: 0.0311413 | Time: 1230.87 ms [2021-12-05 00:04:38 main:574] : INFO : Epoch 1784 | loss: 0.0311367 | val_loss: 0.0311405 | Time: 1232.53 ms [2021-12-05 00:04:39 main:574] : INFO : Epoch 1785 | loss: 0.0311362 | val_loss: 0.0311405 | Time: 1228.18 ms [2021-12-05 00:04:40 main:574] : INFO : Epoch 1786 | loss: 0.0311355 | val_loss: 0.0311394 | Time: 1232.07 ms [2021-12-05 00:04:42 main:574] : INFO : Epoch 1787 | loss: 0.0311346 | val_loss: 0.0311393 | Time: 1227.09 ms [2021-12-05 00:04:43 main:574] : INFO : Epoch 1788 | loss: 0.0311343 | val_loss: 0.0311394 | Time: 1226.41 ms [2021-12-05 00:04:44 main:574] : INFO : Epoch 1789 | loss: 0.0311344 | val_loss: 0.031139 | Time: 1228.83 ms [2021-12-05 00:04:45 main:574] : INFO : Epoch 1790 | loss: 0.0311334 | val_loss: 0.0311382 | Time: 1225.68 ms [2021-12-05 00:04:47 main:574] : INFO : Epoch 1791 | loss: 0.0311322 | val_loss: 0.0311387 | Time: 1221.78 ms [2021-12-05 00:04:48 main:574] : INFO : Epoch 1792 | loss: 0.0311315 | val_loss: 0.0311372 | Time: 1219.44 ms [2021-12-05 00:04:49 main:574] : INFO : Epoch 1793 | loss: 0.0311315 | val_loss: 0.0311382 | Time: 1220.8 ms [2021-12-05 00:04:50 main:574] : INFO : Epoch 1794 | loss: 0.03113 | val_loss: 0.0311368 | Time: 1223.4 ms [2021-12-05 00:04:51 main:574] : INFO : Epoch 1795 | loss: 0.0311288 | val_loss: 0.0311359 | Time: 1216.29 ms [2021-12-05 00:04:53 main:574] : INFO : Epoch 1796 | loss: 0.0311287 | val_loss: 0.0311364 | Time: 1225.77 ms [2021-12-05 00:04:54 main:574] : INFO : Epoch 1797 | loss: 0.0311284 | val_loss: 0.0311354 | Time: 1218.2 ms [2021-12-05 00:04:55 main:574] : INFO : Epoch 1798 | loss: 0.0311276 | val_loss: 0.0311352 | Time: 1230.51 ms [2021-12-05 00:04:56 main:574] : INFO : Epoch 1799 | loss: 0.0311297 | val_loss: 0.0311374 | Time: 1228.35 ms [2021-12-05 00:04:58 main:574] : INFO : Epoch 1800 | loss: 0.0311317 | val_loss: 0.0311374 | Time: 1225.09 ms [2021-12-05 00:04:59 main:574] : INFO : Epoch 1801 | loss: 0.0311436 | val_loss: 0.0311556 | Time: 1228.41 ms [2021-12-05 00:05:00 main:574] : INFO : Epoch 1802 | loss: 0.0311493 | val_loss: 0.031148 | Time: 1228.56 ms [2021-12-05 00:05:01 main:574] : INFO : Epoch 1803 | loss: 0.0311468 | val_loss: 0.0311482 | Time: 1228.92 ms [2021-12-05 00:05:03 main:574] : INFO : Epoch 1804 | loss: 0.0311444 | val_loss: 0.0311496 | Time: 1233.96 ms [2021-12-05 00:05:04 main:574] : INFO : Epoch 1805 | loss: 0.0311437 | val_loss: 0.0311475 | Time: 1242.63 ms [2021-12-05 00:05:05 main:574] : INFO : Epoch 1806 | loss: 0.0311431 | val_loss: 0.0311461 | Time: 1223.69 ms [2021-12-05 00:05:06 main:574] : INFO : Epoch 1807 | loss: 0.0311425 | val_loss: 0.0311459 | Time: 1240.48 ms [2021-12-05 00:05:07 main:574] : INFO : Epoch 1808 | loss: 0.0311429 | val_loss: 0.0311479 | Time: 1233.33 ms [2021-12-05 00:05:09 main:574] : INFO : Epoch 1809 | loss: 0.0311422 | val_loss: 0.0311453 | Time: 1236.98 ms [2021-12-05 00:05:10 main:574] : INFO : Epoch 1810 | loss: 0.0311407 | val_loss: 0.0311441 | Time: 1226.09 ms [2021-12-05 00:05:11 main:574] : INFO : Epoch 1811 | loss: 0.0311392 | val_loss: 0.0311459 | Time: 1234.09 ms [2021-12-05 00:05:12 main:574] : INFO : Epoch 1812 | loss: 0.0311396 | val_loss: 0.0311437 | Time: 1237.91 ms [2021-12-05 00:05:14 main:574] : INFO : Epoch 1813 | loss: 0.0311372 | val_loss: 0.0311419 | Time: 1229.04 ms [2021-12-05 00:05:15 main:574] : INFO : Epoch 1814 | loss: 0.0311372 | val_loss: 0.0311426 | Time: 1234.7 ms [2021-12-05 00:05:16 main:574] : INFO : Epoch 1815 | loss: 0.031136 | val_loss: 0.031142 | Time: 1231.17 ms [2021-12-05 00:05:17 main:574] : INFO : Epoch 1816 | loss: 0.031137 | val_loss: 0.0311439 | Time: 1230.73 ms [2021-12-05 00:05:19 main:574] : INFO : Epoch 1817 | loss: 0.0311382 | val_loss: 0.0311455 | Time: 1234.03 ms [2021-12-05 00:05:20 main:574] : INFO : Epoch 1818 | loss: 0.0311361 | val_loss: 0.0311428 | Time: 1230.6 ms [2021-12-05 00:05:21 main:574] : INFO : Epoch 1819 | loss: 0.0311318 | val_loss: 0.031138 | Time: 1232.4 ms [2021-12-05 00:05:22 main:574] : INFO : Epoch 1820 | loss: 0.0311279 | val_loss: 0.0311385 | Time: 1228.76 ms [2021-12-05 00:05:24 main:574] : INFO : Epoch 1821 | loss: 0.0311258 | val_loss: 0.0311363 | Time: 1237.85 ms [2021-12-05 00:05:25 main:574] : INFO : Epoch 1822 | loss: 0.0311257 | val_loss: 0.0311364 | Time: 1240.38 ms [2021-12-05 00:05:26 main:574] : INFO : Epoch 1823 | loss: 0.0311252 | val_loss: 0.0311361 | Time: 1236.24 ms [2021-12-05 00:05:27 main:574] : INFO : Epoch 1824 | loss: 0.0311237 | val_loss: 0.0311346 | Time: 1238.85 ms [2021-12-05 00:05:28 main:574] : INFO : Epoch 1825 | loss: 0.0311233 | val_loss: 0.0311332 | Time: 1232.64 ms [2021-12-05 00:05:30 main:574] : INFO : Epoch 1826 | loss: 0.0311217 | val_loss: 0.0311326 | Time: 1233.93 ms [2021-12-05 00:05:31 main:574] : INFO : Epoch 1827 | loss: 0.0311216 | val_loss: 0.0311339 | Time: 1231.85 ms [2021-12-05 00:05:32 main:574] : INFO : Epoch 1828 | loss: 0.0311214 | val_loss: 0.0311348 | Time: 1241.02 ms [2021-12-05 00:05:33 main:574] : INFO : Epoch 1829 | loss: 0.0311198 | val_loss: 0.0311346 | Time: 1232.65 ms [2021-12-05 00:05:35 main:574] : INFO : Epoch 1830 | loss: 0.0311192 | val_loss: 0.0311333 | Time: 1231 ms [2021-12-05 00:05:36 main:574] : INFO : Epoch 1831 | loss: 0.0311192 | val_loss: 0.0311357 | Time: 1232.4 ms [2021-12-05 00:05:37 main:574] : INFO : Epoch 1832 | loss: 0.0311235 | val_loss: 0.0311333 | Time: 1227.88 ms [2021-12-05 00:05:38 main:574] : INFO : Epoch 1833 | loss: 0.0311218 | val_loss: 0.0311359 | Time: 1236.26 ms [2021-12-05 00:05:40 main:574] : INFO : Epoch 1834 | loss: 0.0311207 | val_loss: 0.0311328 | Time: 1225.71 ms [2021-12-05 00:05:41 main:574] : INFO : Epoch 1835 | loss: 0.0311203 | val_loss: 0.0311367 | Time: 1236.47 ms [2021-12-05 00:05:42 main:574] : INFO : Epoch 1836 | loss: 0.0311186 | val_loss: 0.0311342 | Time: 1226.95 ms [2021-12-05 00:05:43 main:574] : INFO : Epoch 1837 | loss: 0.0311186 | val_loss: 0.0311325 | Time: 1235.17 ms [2021-12-05 00:05:45 main:574] : INFO : Epoch 1838 | loss: 0.0311196 | val_loss: 0.0311348 | Time: 1231.26 ms [2021-12-05 00:05:46 main:574] : INFO : Epoch 1839 | loss: 0.0311201 | val_loss: 0.0311344 | Time: 1229.44 ms [2021-12-05 00:05:47 main:574] : INFO : Epoch 1840 | loss: 0.0311191 | val_loss: 0.0311331 | Time: 1227.42 ms [2021-12-05 00:05:48 main:574] : INFO : Epoch 1841 | loss: 0.0311179 | val_loss: 0.0311341 | Time: 1230.91 ms [2021-12-05 00:05:49 main:574] : INFO : Epoch 1842 | loss: 0.0311171 | val_loss: 0.0311335 | Time: 1234.81 ms [2021-12-05 00:05:51 main:574] : INFO : Epoch 1843 | loss: 0.0311173 | val_loss: 0.0311319 | Time: 1215.39 ms [2021-12-05 00:05:52 main:574] : INFO : Epoch 1844 | loss: 0.0311173 | val_loss: 0.0311311 | Time: 1221.93 ms [2021-12-05 00:05:53 main:574] : INFO : Epoch 1845 | loss: 0.0311156 | val_loss: 0.0311313 | Time: 1224.06 ms [2021-12-05 00:05:54 main:574] : INFO : Epoch 1846 | loss: 0.0311149 | val_loss: 0.0311334 | Time: 1228.14 ms [2021-12-05 00:05:56 main:574] : INFO : Epoch 1847 | loss: 0.0311155 | val_loss: 0.0311337 | Time: 1223.91 ms [2021-12-05 00:05:57 main:574] : INFO : Epoch 1848 | loss: 0.0311149 | val_loss: 0.0311332 | Time: 1220.02 ms [2021-12-05 00:05:58 main:574] : INFO : Epoch 1849 | loss: 0.0311165 | val_loss: 0.0311367 | Time: 1229.94 ms [2021-12-05 00:05:59 main:574] : INFO : Epoch 1850 | loss: 0.0311156 | val_loss: 0.0311359 | Time: 1223.67 ms [2021-12-05 00:06:01 main:574] : INFO : Epoch 1851 | loss: 0.0311138 | val_loss: 0.0311351 | Time: 1233.98 ms [2021-12-05 00:06:02 main:574] : INFO : Epoch 1852 | loss: 0.031114 | val_loss: 0.0311366 | Time: 1223.46 ms [2021-12-05 00:06:03 main:574] : INFO : Epoch 1853 | loss: 0.0311135 | val_loss: 0.031135 | Time: 1223.6 ms [2021-12-05 00:06:04 main:574] : INFO : Epoch 1854 | loss: 0.0311148 | val_loss: 0.0311348 | Time: 1228.06 ms [2021-12-05 00:06:05 main:574] : INFO : Epoch 1855 | loss: 0.0311139 | val_loss: 0.0311338 | Time: 1227.37 ms [2021-12-05 00:06:07 main:574] : INFO : Epoch 1856 | loss: 0.0311141 | val_loss: 0.031132 | Time: 1218.49 ms [2021-12-05 00:06:08 main:574] : INFO : Epoch 1857 | loss: 0.0311138 | val_loss: 0.0311342 | Time: 1220.92 ms [2021-12-05 00:06:09 main:574] : INFO : Epoch 1858 | loss: 0.031112 | val_loss: 0.0311339 | Time: 1226.6 ms [2021-12-05 00:06:10 main:574] : INFO : Epoch 1859 | loss: 0.0311126 | val_loss: 0.031129 | Time: 1221.02 ms [2021-12-05 00:06:12 main:574] : INFO : Epoch 1860 | loss: 0.0311147 | val_loss: 0.0311296 | Time: 1221.08 ms [2021-12-05 00:06:13 main:574] : INFO : Epoch 1861 | loss: 0.0311135 | val_loss: 0.0311306 | Time: 1220.05 ms [2021-12-05 00:06:14 main:574] : INFO : Epoch 1862 | loss: 0.0311113 | val_loss: 0.0311326 | Time: 1222 ms [2021-12-05 00:06:15 main:574] : INFO : Epoch 1863 | loss: 0.031113 | val_loss: 0.0311328 | Time: 1212.66 ms [2021-12-05 00:06:16 main:574] : INFO : Epoch 1864 | loss: 0.0311121 | val_loss: 0.0311295 | Time: 1219.27 ms [2021-12-05 00:06:18 main:574] : INFO : Epoch 1865 | loss: 0.0311105 | val_loss: 0.0311294 | Time: 1218.14 ms [2021-12-05 00:06:19 main:574] : INFO : Epoch 1866 | loss: 0.0311112 | val_loss: 0.0311298 | Time: 1223.44 ms [2021-12-05 00:06:20 main:574] : INFO : Epoch 1867 | loss: 0.0311131 | val_loss: 0.0311294 | Time: 1224.55 ms [2021-12-05 00:06:21 main:574] : INFO : Epoch 1868 | loss: 0.0311113 | val_loss: 0.0311329 | Time: 1223.8 ms [2021-12-05 00:06:23 main:574] : INFO : Epoch 1869 | loss: 0.0311139 | val_loss: 0.0311345 | Time: 1217.23 ms [2021-12-05 00:06:24 main:574] : INFO : Epoch 1870 | loss: 0.0311106 | val_loss: 0.0311337 | Time: 1218.35 ms [2021-12-05 00:06:25 main:574] : INFO : Epoch 1871 | loss: 0.0311198 | val_loss: 0.031136 | Time: 1224.36 ms [2021-12-05 00:06:26 main:574] : INFO : Epoch 1872 | loss: 0.0311222 | val_loss: 0.0311348 | Time: 1226.66 ms [2021-12-05 00:06:27 main:574] : INFO : Epoch 1873 | loss: 0.0311193 | val_loss: 0.031135 | Time: 1217.88 ms [2021-12-05 00:06:29 main:574] : INFO : Epoch 1874 | loss: 0.0311201 | val_loss: 0.0311386 | Time: 1207.68 ms [2021-12-05 00:06:30 main:574] : INFO : Epoch 1875 | loss: 0.0311189 | val_loss: 0.0311335 | Time: 1214.76 ms [2021-12-05 00:06:31 main:574] : INFO : Epoch 1876 | loss: 0.0311142 | val_loss: 0.0311361 | Time: 1213.49 ms [2021-12-05 00:06:32 main:574] : INFO : Epoch 1877 | loss: 0.0311133 | val_loss: 0.0311342 | Time: 1224.72 ms [2021-12-05 00:06:34 main:574] : INFO : Epoch 1878 | loss: 0.0311128 | val_loss: 0.0311283 | Time: 1210.38 ms [2021-12-05 00:06:35 main:574] : INFO : Epoch 1879 | loss: 0.031114 | val_loss: 0.0311295 | Time: 1206.36 ms [2021-12-05 00:06:36 main:574] : INFO : Epoch 1880 | loss: 0.0311148 | val_loss: 0.0311323 | Time: 1219.1 ms [2021-12-05 00:06:37 main:574] : INFO : Epoch 1881 | loss: 0.0311189 | val_loss: 0.031133 | Time: 1203.33 ms [2021-12-05 00:06:38 main:574] : INFO : Epoch 1882 | loss: 0.0311246 | val_loss: 0.0311354 | Time: 1210.32 ms [2021-12-05 00:06:40 main:574] : INFO : Epoch 1883 | loss: 0.0311215 | val_loss: 0.031132 | Time: 1208.5 ms [2021-12-05 00:06:41 main:574] : INFO : Epoch 1884 | loss: 0.0311197 | val_loss: 0.0311285 | Time: 1214.55 ms [2021-12-05 00:06:42 main:574] : INFO : Epoch 1885 | loss: 0.0311182 | val_loss: 0.0311334 | Time: 1209.83 ms [2021-12-05 00:06:43 main:574] : INFO : Epoch 1886 | loss: 0.0311168 | val_loss: 0.031129 | Time: 1218.58 ms [2021-12-05 00:06:44 main:574] : INFO : Epoch 1887 | loss: 0.0311146 | val_loss: 0.0311318 | Time: 1219.57 ms [2021-12-05 00:06:46 main:574] : INFO : Epoch 1888 | loss: 0.0311153 | val_loss: 0.0311334 | Time: 1215.26 ms [2021-12-05 00:06:47 main:574] : INFO : Epoch 1889 | loss: 0.0311166 | val_loss: 0.0311318 | Time: 1209.46 ms [2021-12-05 00:06:48 main:574] : INFO : Epoch 1890 | loss: 0.0311161 | val_loss: 0.0311298 | Time: 1221.85 ms [2021-12-05 00:06:49 main:574] : INFO : Epoch 1891 | loss: 0.0311125 | val_loss: 0.0311295 | Time: 1221.56 ms [2021-12-05 00:06:51 main:574] : INFO : Epoch 1892 | loss: 0.031111 | val_loss: 0.0311308 | Time: 1217.92 ms [2021-12-05 00:06:52 main:574] : INFO : Epoch 1893 | loss: 0.0311095 | val_loss: 0.0311319 | Time: 1219.67 ms [2021-12-05 00:06:53 main:574] : INFO : Epoch 1894 | loss: 0.0311083 | val_loss: 0.0311273 | Time: 1225.32 ms [2021-12-05 00:06:54 main:574] : INFO : Epoch 1895 | loss: 0.0311083 | val_loss: 0.0311268 | Time: 1211.2 ms [2021-12-05 00:06:55 main:574] : INFO : Epoch 1896 | loss: 0.031107 | val_loss: 0.0311288 | Time: 1218.21 ms [2021-12-05 00:06:57 main:574] : INFO : Epoch 1897 | loss: 0.031107 | val_loss: 0.0311271 | Time: 1216.56 ms [2021-12-05 00:06:58 main:574] : INFO : Epoch 1898 | loss: 0.0311071 | val_loss: 0.0311272 | Time: 1223.42 ms [2021-12-05 00:06:59 main:574] : INFO : Epoch 1899 | loss: 0.0311076 | val_loss: 0.031131 | Time: 1226.11 ms [2021-12-05 00:07:00 main:574] : INFO : Epoch 1900 | loss: 0.0311081 | val_loss: 0.0311287 | Time: 1223.57 ms [2021-12-05 00:07:02 main:574] : INFO : Epoch 1901 | loss: 0.031107 | val_loss: 0.0311312 | Time: 1214.6 ms [2021-12-05 00:07:03 main:574] : INFO : Epoch 1902 | loss: 0.0311075 | val_loss: 0.0311289 | Time: 1219.6 ms [2021-12-05 00:07:04 main:574] : INFO : Epoch 1903 | loss: 0.0311101 | val_loss: 0.0311376 | Time: 1222.36 ms [2021-12-05 00:07:05 main:574] : INFO : Epoch 1904 | loss: 0.031126 | val_loss: 0.0311541 | Time: 1221.65 ms [2021-12-05 00:07:06 main:574] : INFO : Epoch 1905 | loss: 0.0311344 | val_loss: 0.0311561 | Time: 1222.86 ms [2021-12-05 00:07:08 main:574] : INFO : Epoch 1906 | loss: 0.0311267 | val_loss: 0.031139 | Time: 1218.77 ms [2021-12-05 00:07:09 main:574] : INFO : Epoch 1907 | loss: 0.0311209 | val_loss: 0.03114 | Time: 1221.53 ms [2021-12-05 00:07:10 main:574] : INFO : Epoch 1908 | loss: 0.0311202 | val_loss: 0.0311377 | Time: 1229.04 ms [2021-12-05 00:07:11 main:574] : INFO : Epoch 1909 | loss: 0.0311183 | val_loss: 0.0311375 | Time: 1228.9 ms [2021-12-05 00:07:13 main:574] : INFO : Epoch 1910 | loss: 0.0311181 | val_loss: 0.0311361 | Time: 1221.6 ms [2021-12-05 00:07:14 main:574] : INFO : Epoch 1911 | loss: 0.0311161 | val_loss: 0.0311304 | Time: 1214.1 ms [2021-12-05 00:07:15 main:574] : INFO : Epoch 1912 | loss: 0.0311143 | val_loss: 0.0311349 | Time: 1217.22 ms [2021-12-05 00:07:16 main:574] : INFO : Epoch 1913 | loss: 0.0311154 | val_loss: 0.0311411 | Time: 1217.58 ms [2021-12-05 00:07:17 main:574] : INFO : Epoch 1914 | loss: 0.031115 | val_loss: 0.0311336 | Time: 1222.65 ms [2021-12-05 00:07:19 main:574] : INFO : Epoch 1915 | loss: 0.031112 | val_loss: 0.0311332 | Time: 1224.74 ms [2021-12-05 00:07:20 main:574] : INFO : Epoch 1916 | loss: 0.0311121 | val_loss: 0.031134 | Time: 1206.22 ms [2021-12-05 00:07:21 main:574] : INFO : Epoch 1917 | loss: 0.0311112 | val_loss: 0.0311401 | Time: 1223.93 ms [2021-12-05 00:07:22 main:574] : INFO : Epoch 1918 | loss: 0.031111 | val_loss: 0.0311328 | Time: 1221.7 ms [2021-12-05 00:07:24 main:574] : INFO : Epoch 1919 | loss: 0.03111 | val_loss: 0.0311342 | Time: 1229.96 ms [2021-12-05 00:07:25 main:574] : INFO : Epoch 1920 | loss: 0.0311099 | val_loss: 0.0311364 | Time: 1230.54 ms [2021-12-05 00:07:26 main:574] : INFO : Epoch 1921 | loss: 0.0311097 | val_loss: 0.0311309 | Time: 1226.31 ms [2021-12-05 00:07:27 main:574] : INFO : Epoch 1922 | loss: 0.0311105 | val_loss: 0.0311341 | Time: 1218.34 ms [2021-12-05 00:07:28 main:574] : INFO : Epoch 1923 | loss: 0.0311104 | val_loss: 0.0311324 | Time: 1220.67 ms [2021-12-05 00:07:30 main:574] : INFO : Epoch 1924 | loss: 0.031111 | val_loss: 0.0311324 | Time: 1221.76 ms [2021-12-05 00:07:31 main:574] : INFO : Epoch 1925 | loss: 0.0311103 | val_loss: 0.0311326 | Time: 1226.82 ms [2021-12-05 00:07:32 main:574] : INFO : Epoch 1926 | loss: 0.0311065 | val_loss: 0.031133 | Time: 1223.91 ms [2021-12-05 00:07:33 main:574] : INFO : Epoch 1927 | loss: 0.0311053 | val_loss: 0.0311339 | Time: 1230.08 ms [2021-12-05 00:07:35 main:574] : INFO : Epoch 1928 | loss: 0.0311047 | val_loss: 0.0311339 | Time: 1227.86 ms [2021-12-05 00:07:36 main:574] : INFO : Epoch 1929 | loss: 0.0311046 | val_loss: 0.0311316 | Time: 1214.66 ms [2021-12-05 00:07:37 main:574] : INFO : Epoch 1930 | loss: 0.031107 | val_loss: 0.0311327 | Time: 1211.24 ms [2021-12-05 00:07:38 main:574] : INFO : Epoch 1931 | loss: 0.0311072 | val_loss: 0.0311315 | Time: 1214.34 ms [2021-12-05 00:07:39 main:574] : INFO : Epoch 1932 | loss: 0.0311097 | val_loss: 0.0311412 | Time: 1213.29 ms [2021-12-05 00:07:41 main:574] : INFO : Epoch 1933 | loss: 0.0311084 | val_loss: 0.0311386 | Time: 1227.39 ms [2021-12-05 00:07:42 main:574] : INFO : Epoch 1934 | loss: 0.0311057 | val_loss: 0.0311397 | Time: 1230.99 ms [2021-12-05 00:07:43 main:574] : INFO : Epoch 1935 | loss: 0.0311075 | val_loss: 0.0311347 | Time: 1230.95 ms [2021-12-05 00:07:44 main:574] : INFO : Epoch 1936 | loss: 0.0311082 | val_loss: 0.0311405 | Time: 1224.88 ms [2021-12-05 00:07:46 main:574] : INFO : Epoch 1937 | loss: 0.0311074 | val_loss: 0.0311371 | Time: 1220.43 ms [2021-12-05 00:07:47 main:574] : INFO : Epoch 1938 | loss: 0.0311069 | val_loss: 0.0311319 | Time: 1231.69 ms [2021-12-05 00:07:48 main:574] : INFO : Epoch 1939 | loss: 0.0311203 | val_loss: 0.0311361 | Time: 1219.67 ms [2021-12-05 00:07:49 main:574] : INFO : Epoch 1940 | loss: 0.0311161 | val_loss: 0.0311365 | Time: 1226.49 ms [2021-12-05 00:07:51 main:574] : INFO : Epoch 1941 | loss: 0.0311147 | val_loss: 0.0311347 | Time: 1241.3 ms [2021-12-05 00:07:52 main:574] : INFO : Epoch 1942 | loss: 0.0311134 | val_loss: 0.0311405 | Time: 1228.29 ms [2021-12-05 00:07:53 main:574] : INFO : Epoch 1943 | loss: 0.0311158 | val_loss: 0.0311369 | Time: 1225.2 ms [2021-12-05 00:07:54 main:574] : INFO : Epoch 1944 | loss: 0.0311129 | val_loss: 0.0311355 | Time: 1218.66 ms [2021-12-05 00:07:55 main:574] : INFO : Epoch 1945 | loss: 0.0311122 | val_loss: 0.0311362 | Time: 1218.33 ms [2021-12-05 00:07:57 main:574] : INFO : Epoch 1946 | loss: 0.031112 | val_loss: 0.0311352 | Time: 1242.35 ms [2021-12-05 00:07:58 main:574] : INFO : Epoch 1947 | loss: 0.0311142 | val_loss: 0.0311377 | Time: 1221.84 ms [2021-12-05 00:07:59 main:574] : INFO : Epoch 1948 | loss: 0.0311109 | val_loss: 0.0311321 | Time: 1216.78 ms [2021-12-05 00:08:00 main:574] : INFO : Epoch 1949 | loss: 0.0311105 | val_loss: 0.0311295 | Time: 1212.83 ms [2021-12-05 00:08:02 main:574] : INFO : Epoch 1950 | loss: 0.0311124 | val_loss: 0.0311322 | Time: 1216.2 ms [2021-12-05 00:08:03 main:574] : INFO : Epoch 1951 | loss: 0.0311119 | val_loss: 0.0311339 | Time: 1227.36 ms [2021-12-05 00:08:04 main:574] : INFO : Epoch 1952 | loss: 0.0311102 | val_loss: 0.0311347 | Time: 1217.61 ms [2021-12-05 00:08:05 main:574] : INFO : Epoch 1953 | loss: 0.0311081 | val_loss: 0.031136 | Time: 1216.18 ms [2021-12-05 00:08:06 main:574] : INFO : Epoch 1954 | loss: 0.031108 | val_loss: 0.0311378 | Time: 1227.92 ms [2021-12-05 00:08:08 main:574] : INFO : Epoch 1955 | loss: 0.0311077 | val_loss: 0.031136 | Time: 1223.09 ms [2021-12-05 00:08:09 main:574] : INFO : Epoch 1956 | loss: 0.0311084 | val_loss: 0.0311341 | Time: 1223.8 ms [2021-12-05 00:08:10 main:574] : INFO : Epoch 1957 | loss: 0.0311069 | val_loss: 0.0311323 | Time: 1217.11 ms [2021-12-05 00:08:11 main:574] : INFO : Epoch 1958 | loss: 0.0311064 | val_loss: 0.0311358 | Time: 1218.53 ms [2021-12-05 00:08:13 main:574] : INFO : Epoch 1959 | loss: 0.031107 | val_loss: 0.0311389 | Time: 1214.36 ms [2021-12-05 00:08:14 main:574] : INFO : Epoch 1960 | loss: 0.0311054 | val_loss: 0.0311379 | Time: 1211.66 ms [2021-12-05 00:08:15 main:574] : INFO : Epoch 1961 | loss: 0.0311045 | val_loss: 0.0311317 | Time: 1223.49 ms [2021-12-05 00:08:16 main:574] : INFO : Epoch 1962 | loss: 0.0311087 | val_loss: 0.0311326 | Time: 1219.42 ms [2021-12-05 00:08:17 main:574] : INFO : Epoch 1963 | loss: 0.0311086 | val_loss: 0.0311442 | Time: 1217.67 ms [2021-12-05 00:08:19 main:574] : INFO : Epoch 1964 | loss: 0.0311069 | val_loss: 0.0311359 | Time: 1215.85 ms [2021-12-05 00:08:20 main:574] : INFO : Epoch 1965 | loss: 0.0311049 | val_loss: 0.0311374 | Time: 1216.03 ms [2021-12-05 00:08:21 main:574] : INFO : Epoch 1966 | loss: 0.0311027 | val_loss: 0.0311344 | Time: 1221.03 ms [2021-12-05 00:08:22 main:574] : INFO : Epoch 1967 | loss: 0.031102 | val_loss: 0.0311359 | Time: 1212.22 ms [2021-12-05 00:08:24 main:574] : INFO : Epoch 1968 | loss: 0.0311022 | val_loss: 0.0311419 | Time: 1212.94 ms [2021-12-05 00:08:25 main:574] : INFO : Epoch 1969 | loss: 0.0311033 | val_loss: 0.031139 | Time: 1218.31 ms [2021-12-05 00:08:26 main:574] : INFO : Epoch 1970 | loss: 0.031103 | val_loss: 0.0311338 | Time: 1207.97 ms [2021-12-05 00:08:27 main:574] : INFO : Epoch 1971 | loss: 0.0311022 | val_loss: 0.031136 | Time: 1206.6 ms [2021-12-05 00:08:28 main:574] : INFO : Epoch 1972 | loss: 0.0310994 | val_loss: 0.0311372 | Time: 1210.66 ms [2021-12-05 00:08:30 main:574] : INFO : Epoch 1973 | loss: 0.0311007 | val_loss: 0.0311347 | Time: 1211.9 ms [2021-12-05 00:08:31 main:574] : INFO : Epoch 1974 | loss: 0.0311029 | val_loss: 0.0311363 | Time: 1219.68 ms [2021-12-05 00:08:32 main:574] : INFO : Epoch 1975 | loss: 0.0311038 | val_loss: 0.0311302 | Time: 1217.03 ms [2021-12-05 00:08:33 main:574] : INFO : Epoch 1976 | loss: 0.0311022 | val_loss: 0.0311348 | Time: 1213.94 ms [2021-12-05 00:08:34 main:574] : INFO : Epoch 1977 | loss: 0.0311026 | val_loss: 0.0311349 | Time: 1219.09 ms [2021-12-05 00:08:36 main:574] : INFO : Epoch 1978 | loss: 0.0311024 | val_loss: 0.0311323 | Time: 1221 ms [2021-12-05 00:08:37 main:574] : INFO : Epoch 1979 | loss: 0.0311014 | val_loss: 0.0311351 | Time: 1220.02 ms [2021-12-05 00:08:38 main:574] : INFO : Epoch 1980 | loss: 0.0310995 | val_loss: 0.0311373 | Time: 1222.88 ms [2021-12-05 00:08:39 main:574] : INFO : Epoch 1981 | loss: 0.0311026 | val_loss: 0.0311404 | Time: 1221.67 ms [2021-12-05 00:08:41 main:574] : INFO : Epoch 1982 | loss: 0.031103 | val_loss: 0.0311373 | Time: 1206.86 ms [2021-12-05 00:08:42 main:574] : INFO : Epoch 1983 | loss: 0.0311002 | val_loss: 0.0311323 | Time: 1215.95 ms [2021-12-05 00:08:43 main:574] : INFO : Epoch 1984 | loss: 0.0311 | val_loss: 0.0311338 | Time: 1222.93 ms [2021-12-05 00:08:44 main:574] : INFO : Epoch 1985 | loss: 0.0310986 | val_loss: 0.0311338 | Time: 1220.85 ms [2021-12-05 00:08:45 main:574] : INFO : Epoch 1986 | loss: 0.0310981 | val_loss: 0.0311302 | Time: 1220.6 ms [2021-12-05 00:08:47 main:574] : INFO : Epoch 1987 | loss: 0.0311007 | val_loss: 0.0311288 | Time: 1218.91 ms [2021-12-05 00:08:48 main:574] : INFO : Epoch 1988 | loss: 0.0311011 | val_loss: 0.0311291 | Time: 1222.02 ms [2021-12-05 00:08:49 main:574] : INFO : Epoch 1989 | loss: 0.0310983 | val_loss: 0.0311301 | Time: 1214.53 ms [2021-12-05 00:08:50 main:574] : INFO : Epoch 1990 | loss: 0.0310976 | val_loss: 0.0311329 | Time: 1217.13 ms [2021-12-05 00:08:52 main:574] : INFO : Epoch 1991 | loss: 0.0311006 | val_loss: 0.0311303 | Time: 1219.11 ms [2021-12-05 00:08:53 main:574] : INFO : Epoch 1992 | loss: 0.0311007 | val_loss: 0.0311305 | Time: 1214.2 ms [2021-12-05 00:08:54 main:574] : INFO : Epoch 1993 | loss: 0.0310989 | val_loss: 0.0311306 | Time: 1214.11 ms [2021-12-05 00:08:55 main:574] : INFO : Epoch 1994 | loss: 0.0311044 | val_loss: 0.0311363 | Time: 1222.89 ms [2021-12-05 00:08:56 main:574] : INFO : Epoch 1995 | loss: 0.0311041 | val_loss: 0.031131 | Time: 1209.35 ms [2021-12-05 00:08:58 main:574] : INFO : Epoch 1996 | loss: 0.031103 | val_loss: 0.0311321 | Time: 1216.2 ms [2021-12-05 00:08:59 main:574] : INFO : Epoch 1997 | loss: 0.0311069 | val_loss: 0.0311325 | Time: 1214.42 ms [2021-12-05 00:09:00 main:574] : INFO : Epoch 1998 | loss: 0.0311128 | val_loss: 0.0311288 | Time: 1223.31 ms [2021-12-05 00:09:01 main:574] : INFO : Epoch 1999 | loss: 0.0311123 | val_loss: 0.0311313 | Time: 1225.39 ms [2021-12-05 00:09:03 main:574] : INFO : Epoch 2000 | loss: 0.0311153 | val_loss: 0.0311402 | Time: 1218.47 ms [2021-12-05 00:09:04 main:574] : INFO : Epoch 2001 | loss: 0.0311154 | val_loss: 0.0311371 | Time: 1222.07 ms [2021-12-05 00:09:05 main:574] : INFO : Epoch 2002 | loss: 0.0311132 | val_loss: 0.0311361 | Time: 1225.45 ms [2021-12-05 00:09:06 main:574] : INFO : Epoch 2003 | loss: 0.0311107 | val_loss: 0.0311323 | Time: 1222.08 ms [2021-12-05 00:09:07 main:574] : INFO : Epoch 2004 | loss: 0.031115 | val_loss: 0.0311349 | Time: 1221.93 ms [2021-12-05 00:09:09 main:574] : INFO : Epoch 2005 | loss: 0.0311131 | val_loss: 0.0311277 | Time: 1214.31 ms [2021-12-05 00:09:10 main:574] : INFO : Epoch 2006 | loss: 0.031107 | val_loss: 0.031131 | Time: 1212.24 ms [2021-12-05 00:09:11 main:574] : INFO : Epoch 2007 | loss: 0.0311077 | val_loss: 0.0311296 | Time: 1223.37 ms [2021-12-05 00:09:12 main:574] : INFO : Epoch 2008 | loss: 0.0311083 | val_loss: 0.0311243 | Time: 1217.75 ms [2021-12-05 00:09:14 main:574] : INFO : Epoch 2009 | loss: 0.0311071 | val_loss: 0.0311256 | Time: 1218.23 ms [2021-12-05 00:09:15 main:574] : INFO : Epoch 2010 | loss: 0.03111 | val_loss: 0.0311266 | Time: 1210.52 ms [2021-12-05 00:09:16 main:574] : INFO : Epoch 2011 | loss: 0.0311268 | val_loss: 0.0311402 | Time: 1224.1 ms [2021-12-05 00:09:17 main:574] : INFO : Epoch 2012 | loss: 0.0311268 | val_loss: 0.0311339 | Time: 1221.89 ms [2021-12-05 00:09:18 main:574] : INFO : Epoch 2013 | loss: 0.0311225 | val_loss: 0.0311343 | Time: 1229.72 ms [2021-12-05 00:09:20 main:574] : INFO : Epoch 2014 | loss: 0.0311184 | val_loss: 0.0311293 | Time: 1228.61 ms [2021-12-05 00:09:21 main:574] : INFO : Epoch 2015 | loss: 0.0311147 | val_loss: 0.031127 | Time: 1227.37 ms [2021-12-05 00:09:22 main:574] : INFO : Epoch 2016 | loss: 0.0311123 | val_loss: 0.0311293 | Time: 1231.2 ms [2021-12-05 00:09:23 main:574] : INFO : Epoch 2017 | loss: 0.0311098 | val_loss: 0.0311256 | Time: 1221.75 ms [2021-12-05 00:09:25 main:574] : INFO : Epoch 2018 | loss: 0.0311069 | val_loss: 0.0311253 | Time: 1223.53 ms [2021-12-05 00:09:26 main:574] : INFO : Epoch 2019 | loss: 0.031108 | val_loss: 0.0311256 | Time: 1224.54 ms [2021-12-05 00:09:27 main:574] : INFO : Epoch 2020 | loss: 0.0311087 | val_loss: 0.0311254 | Time: 1215.58 ms [2021-12-05 00:09:28 main:574] : INFO : Epoch 2021 | loss: 0.0311054 | val_loss: 0.0311293 | Time: 1228.54 ms [2021-12-05 00:09:29 main:574] : INFO : Epoch 2022 | loss: 0.0311088 | val_loss: 0.0311313 | Time: 1221.24 ms [2021-12-05 00:09:31 main:574] : INFO : Epoch 2023 | loss: 0.0311141 | val_loss: 0.031132 | Time: 1219.77 ms [2021-12-05 00:09:32 main:574] : INFO : Epoch 2024 | loss: 0.0311156 | val_loss: 0.0311337 | Time: 1216.3 ms [2021-12-05 00:09:33 main:574] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.0311311 | Time: 1214.94 ms [2021-12-05 00:09:34 main:574] : INFO : Epoch 2026 | loss: 0.031126 | val_loss: 0.031133 | Time: 1216.58 ms [2021-12-05 00:09:36 main:574] : INFO : Epoch 2027 | loss: 0.0311267 | val_loss: 0.0311354 | Time: 1212.74 ms [2021-12-05 00:09:37 main:574] : INFO : Epoch 2028 | loss: 0.0311277 | val_loss: 0.0311355 | Time: 1215.17 ms [2021-12-05 00:09:38 main:574] : INFO : Epoch 2029 | loss: 0.0311239 | val_loss: 0.0311343 | Time: 1220.92 ms [2021-12-05 00:09:39 main:574] : INFO : Epoch 2030 | loss: 0.0311216 | val_loss: 0.031137 | Time: 1224.97 ms [2021-12-05 00:09:40 main:574] : INFO : Epoch 2031 | loss: 0.0311183 | val_loss: 0.0311322 | Time: 1216.61 ms [2021-12-05 00:09:42 main:574] : INFO : Epoch 2032 | loss: 0.0311163 | val_loss: 0.031131 | Time: 1222.35 ms [2021-12-05 00:09:43 main:574] : INFO : Epoch 2033 | loss: 0.0311128 | val_loss: 0.0311297 | Time: 1218.54 ms [2021-12-05 00:09:44 main:574] : INFO : Epoch 2034 | loss: 0.0311132 | val_loss: 0.0311299 | Time: 1226.23 ms [2021-12-05 00:09:45 main:574] : INFO : Epoch 2035 | loss: 0.031114 | val_loss: 0.0311396 | Time: 1227.83 ms [2021-12-05 00:09:47 main:574] : INFO : Epoch 2036 | loss: 0.0311263 | val_loss: 0.0311363 | Time: 1219.79 ms [2021-12-05 00:09:48 main:574] : INFO : Epoch 2037 | loss: 0.0311268 | val_loss: 0.0311327 | Time: 1213.16 ms [2021-12-05 00:09:49 main:574] : INFO : Epoch 2038 | loss: 0.0311254 | val_loss: 0.0311394 | Time: 1213.89 ms [2021-12-05 00:09:50 main:574] : INFO : Epoch 2039 | loss: 0.0311289 | val_loss: 0.0311355 | Time: 1210.7 ms [2021-12-05 00:09:51 main:574] : INFO : Epoch 2040 | loss: 0.0311254 | val_loss: 0.031132 | Time: 1210.91 ms [2021-12-05 00:09:53 main:574] : INFO : Epoch 2041 | loss: 0.0311229 | val_loss: 0.0311351 | Time: 1217.52 ms [2021-12-05 00:09:54 main:574] : INFO : Epoch 2042 | loss: 0.0311186 | val_loss: 0.0311252 | Time: 1208.59 ms [2021-12-05 00:09:55 main:574] : INFO : Epoch 2043 | loss: 0.0311174 | val_loss: 0.0311321 | Time: 1216.57 ms [2021-12-05 00:09:56 main:574] : INFO : Epoch 2044 | loss: 0.0311162 | val_loss: 0.031128 | Time: 1219.25 ms [2021-12-05 00:09:58 main:574] : INFO : Epoch 2045 | loss: 0.0311135 | val_loss: 0.0311295 | Time: 1218.67 ms [2021-12-05 00:09:59 main:574] : INFO : Epoch 2046 | loss: 0.0311126 | val_loss: 0.0311268 | Time: 1221.19 ms [2021-12-05 00:10:00 main:574] : INFO : Epoch 2047 | loss: 0.0311121 | val_loss: 0.0311297 | Time: 1218.05 ms [2021-12-05 00:10:01 main:574] : INFO : Epoch 2048 | loss: 0.03111 | val_loss: 0.0311256 | Time: 1219.29 ms [2021-12-05 00:10:01 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311256 [2021-12-05 00:10:01 main:603] : INFO : Saving end state to config to file [2021-12-05 00:10:01 main:608] : INFO : Success, exiting.. 00:10:01 (11084): 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)