Task 5525283
| Name | ParityMachine-1624572873-5095-3_0 |
| Workunit | 3380408 |
| Created | 28 Jun 2021, 18:34:52 UTC |
| Sent | 6 Jul 2021, 10:30:14 UTC |
| Report deadline | 13 Jul 2021, 10:30:14 UTC |
| Received | 6 Jul 2021, 15:10:37 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5198 |
| Run time | 2 hours 35 min 41 sec |
| CPU time | 2 hours 34 min 14 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 786.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.55 GB |
| Peak swap size | 3.45 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0312336 | val_loss: 0.0312332 | Time: 4545 ms
[2021-07-06 16:31:39 main:574] : INFO : Epoch 1543 | loss: 0.0312307 | val_loss: 0.0312295 | Time: 4547.04 ms
[2021-07-06 16:31:44 main:574] : INFO : Epoch 1544 | loss: 0.0312276 | val_loss: 0.0312265 | Time: 4543.61 ms
[2021-07-06 16:31:48 main:574] : INFO : Epoch 1545 | loss: 0.0312244 | val_loss: 0.0312236 | Time: 4542.86 ms
[2021-07-06 16:31:53 main:574] : INFO : Epoch 1546 | loss: 0.0312216 | val_loss: 0.031221 | Time: 4557.7 ms
[2021-07-06 16:31:57 main:574] : INFO : Epoch 1547 | loss: 0.0312189 | val_loss: 0.031218 | Time: 4533.49 ms
[2021-07-06 16:32:02 main:574] : INFO : Epoch 1548 | loss: 0.0312159 | val_loss: 0.031215 | Time: 4552.77 ms
[2021-07-06 16:32:07 main:574] : INFO : Epoch 1549 | loss: 0.0312131 | val_loss: 0.0312122 | Time: 4535.29 ms
[2021-07-06 16:32:11 main:574] : INFO : Epoch 1550 | loss: 0.0312103 | val_loss: 0.0312096 | Time: 4547.66 ms
[2021-07-06 16:32:16 main:574] : INFO : Epoch 1551 | loss: 0.031207 | val_loss: 0.0312064 | Time: 4546.08 ms
[2021-07-06 16:32:20 main:574] : INFO : Epoch 1552 | loss: 0.031204 | val_loss: 0.0312038 | Time: 4535.78 ms
[2021-07-06 16:32:25 main:574] : INFO : Epoch 1553 | loss: 0.0312016 | val_loss: 0.0312015 | Time: 4552.95 ms
[2021-07-06 16:32:29 main:574] : INFO : Epoch 1554 | loss: 0.0311992 | val_loss: 0.0311994 | Time: 4547.87 ms
[2021-07-06 16:32:34 main:574] : INFO : Epoch 1555 | loss: 0.0311967 | val_loss: 0.0311974 | Time: 4548.47 ms
[2021-07-06 16:32:38 main:574] : INFO : Epoch 1556 | loss: 0.0311945 | val_loss: 0.031196 | Time: 4544.07 ms
[2021-07-06 16:32:43 main:574] : INFO : Epoch 1557 | loss: 0.031193 | val_loss: 0.031194 | Time: 4556.46 ms
[2021-07-06 16:32:47 main:574] : INFO : Epoch 1558 | loss: 0.0311917 | val_loss: 0.0311945 | Time: 4545.17 ms
[2021-07-06 16:32:52 main:574] : INFO : Epoch 1559 | loss: 0.0311902 | val_loss: 0.031193 | Time: 4560.31 ms
[2021-07-06 16:32:57 main:574] : INFO : Epoch 1560 | loss: 0.0311888 | val_loss: 0.0311899 | Time: 4547.59 ms
[2021-07-06 16:33:01 main:574] : INFO : Epoch 1561 | loss: 0.0311859 | val_loss: 0.0311896 | Time: 4549.44 ms
[2021-07-06 16:33:06 main:574] : INFO : Epoch 1562 | loss: 0.0311844 | val_loss: 0.0311862 | Time: 4536.92 ms
[2021-07-06 16:33:10 main:574] : INFO : Epoch 1563 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 4548.62 ms
[2021-07-06 16:33:15 main:574] : INFO : Epoch 1564 | loss: 0.0311806 | val_loss: 0.0311835 | Time: 4555.12 ms
[2021-07-06 16:33:19 main:574] : INFO : Epoch 1565 | loss: 0.0311797 | val_loss: 0.0311812 | Time: 4548.75 ms
[2021-07-06 16:33:24 main:574] : INFO : Epoch 1566 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 4552.89 ms
[2021-07-06 16:33:29 main:574] : INFO : Epoch 1567 | loss: 0.0311773 | val_loss: 0.0311808 | Time: 4550.11 ms
[2021-07-06 16:33:33 main:574] : INFO : Epoch 1568 | loss: 0.0311767 | val_loss: 0.0311807 | Time: 4547.88 ms
[2021-07-06 16:33:38 main:574] : INFO : Epoch 1569 | loss: 0.0311756 | val_loss: 0.0311769 | Time: 4538.31 ms
[2021-07-06 16:33:42 main:574] : INFO : Epoch 1570 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 4548.31 ms
[2021-07-06 16:33:47 main:574] : INFO : Epoch 1571 | loss: 0.0311742 | val_loss: 0.0311763 | Time: 4549.19 ms
[2021-07-06 16:33:51 main:574] : INFO : Epoch 1572 | loss: 0.0311743 | val_loss: 0.0311756 | Time: 4560.17 ms
[2021-07-06 16:33:56 main:574] : INFO : Epoch 1573 | loss: 0.0311711 | val_loss: 0.0311737 | Time: 4543.71 ms
[2021-07-06 16:34:01 main:574] : INFO : Epoch 1574 | loss: 0.0311705 | val_loss: 0.0311729 | Time: 4562.77 ms
[2021-07-06 16:34:05 main:574] : INFO : Epoch 1575 | loss: 0.031169 | val_loss: 0.0311721 | Time: 4542.9 ms
[2021-07-06 16:34:10 main:574] : INFO : Epoch 1576 | loss: 0.0311682 | val_loss: 0.0311719 | Time: 4560.95 ms
[2021-07-06 16:34:14 main:574] : INFO : Epoch 1577 | loss: 0.0311713 | val_loss: 0.0311789 | Time: 4543.67 ms
[2021-07-06 16:34:19 main:574] : INFO : Epoch 1578 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 4550.86 ms
[2021-07-06 16:34:23 main:574] : INFO : Epoch 1579 | loss: 0.03117 | val_loss: 0.0311723 | Time: 4555.51 ms
[2021-07-06 16:34:28 main:574] : INFO : Epoch 1580 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 4545.28 ms
[2021-07-06 16:34:33 main:574] : INFO : Epoch 1581 | loss: 0.0311663 | val_loss: 0.0311722 | Time: 4552.24 ms
[2021-07-06 16:34:37 main:574] : INFO : Epoch 1582 | loss: 0.0311662 | val_loss: 0.0311674 | Time: 4549.61 ms
[2021-07-06 16:34:42 main:574] : INFO : Epoch 1583 | loss: 0.0311617 | val_loss: 0.0311647 | Time: 4551.22 ms
[2021-07-06 16:34:46 main:574] : INFO : Epoch 1584 | loss: 0.0311601 | val_loss: 0.0311655 | Time: 4559.68 ms
[2021-07-06 16:34:51 main:574] : INFO : Epoch 1585 | loss: 0.0311584 | val_loss: 0.0311621 | Time: 4548.32 ms
[2021-07-06 16:34:55 main:574] : INFO : Epoch 1586 | loss: 0.0311575 | val_loss: 0.0311619 | Time: 4532.31 ms
[2021-07-06 16:35:00 main:574] : INFO : Epoch 1587 | loss: 0.0311578 | val_loss: 0.0311606 | Time: 4547.19 ms
[2021-07-06 16:35:04 main:574] : INFO : Epoch 1588 | loss: 0.0311574 | val_loss: 0.0311601 | Time: 4556.43 ms
[2021-07-06 16:35:09 main:574] : INFO : Epoch 1589 | loss: 0.0311563 | val_loss: 0.0311603 | Time: 4547.57 ms
[2021-07-06 16:35:14 main:574] : INFO : Epoch 1590 | loss: 0.0311561 | val_loss: 0.0311655 | Time: 4555.21 ms
[2021-07-06 16:35:18 main:574] : INFO : Epoch 1591 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 4542.66 ms
[2021-07-06 16:35:23 main:574] : INFO : Epoch 1592 | loss: 0.0311523 | val_loss: 0.0311552 | Time: 4553.92 ms
[2021-07-06 16:35:27 main:574] : INFO : Epoch 1593 | loss: 0.031149 | val_loss: 0.0311565 | Time: 4550.5 ms
[2021-07-06 16:35:32 main:574] : INFO : Epoch 1594 | loss: 0.0311466 | val_loss: 0.0311562 | Time: 4545.36 ms
[2021-07-06 16:35:36 main:574] : INFO : Epoch 1595 | loss: 0.031145 | val_loss: 0.0311513 | Time: 4555.8 ms
[2021-07-06 16:35:41 main:574] : INFO : Epoch 1596 | loss: 0.0311434 | val_loss: 0.0311512 | Time: 4549.3 ms
[2021-07-06 16:35:45 main:574] : INFO : Epoch 1597 | loss: 0.0311437 | val_loss: 0.0311487 | Time: 4542.56 ms
[2021-07-06 16:35:50 main:574] : INFO : Epoch 1598 | loss: 0.0311413 | val_loss: 0.0311472 | Time: 4543.77 ms
[2021-07-06 16:35:55 main:574] : INFO : Epoch 1599 | loss: 0.0311379 | val_loss: 0.0311407 | Time: 4557.36 ms
[2021-07-06 16:35:59 main:574] : INFO : Epoch 1600 | loss: 0.0311348 | val_loss: 0.0311404 | Time: 4559.94 ms
[2021-07-06 16:36:07 main:574] : INFO : Epoch 1601 | loss: 0.0311337 | val_loss: 0.0311389 | Time: 7502.87 ms
[2021-07-06 16:36:12 main:574] : INFO : Epoch 1602 | loss: 0.0311347 | val_loss: 0.0311383 | Time: 5613.71 ms
[2021-07-06 16:36:17 main:574] : INFO : Epoch 1603 | loss: 0.031131 | val_loss: 0.0311362 | Time: 4551.61 ms
[2021-07-06 16:36:21 main:574] : INFO : Epoch 1604 | loss: 0.0311278 | val_loss: 0.0311367 | Time: 4580.9 ms
[2021-07-06 16:36:26 main:574] : INFO : Epoch 1605 | loss: 0.0311265 | val_loss: 0.0311386 | Time: 4575.86 ms
[2021-07-06 16:36:31 main:574] : INFO : Epoch 1606 | loss: 0.0311259 | val_loss: 0.0311372 | Time: 4571.42 ms
[2021-07-06 16:36:35 main:574] : INFO : Epoch 1607 | loss: 0.0311258 | val_loss: 0.0311309 | Time: 4556.25 ms
[2021-07-06 16:36:40 main:574] : INFO : Epoch 1608 | loss: 0.0311223 | val_loss: 0.0311288 | Time: 4583.56 ms
[2021-07-06 16:36:44 main:574] : INFO : Epoch 1609 | loss: 0.0311199 | val_loss: 0.0311291 | Time: 4565.41 ms
[2021-07-06 16:36:49 main:574] : INFO : Epoch 1610 | loss: 0.03112 | val_loss: 0.0311294 | Time: 4558.05 ms
[2021-07-06 16:36:53 main:574] : INFO : Epoch 1611 | loss: 0.0311224 | val_loss: 0.0311312 | Time: 4555.98 ms
[2021-07-06 16:36:58 main:574] : INFO : Epoch 1612 | loss: 0.0311232 | val_loss: 0.0311291 | Time: 4548.89 ms
[2021-07-06 16:37:03 main:574] : INFO : Epoch 1613 | loss: 0.0311209 | val_loss: 0.0311287 | Time: 4567.93 ms
[2021-07-06 16:37:07 main:574] : INFO : Epoch 1614 | loss: 0.0311197 | val_loss: 0.0311265 | Time: 4556.19 ms
[2021-07-06 16:37:12 main:574] : INFO : Epoch 1615 | loss: 0.0311185 | val_loss: 0.0311229 | Time: 4579.91 ms
[2021-07-06 16:37:16 main:574] : INFO : Epoch 1616 | loss: 0.0311145 | val_loss: 0.0311245 | Time: 4565.68 ms
[2021-07-06 16:37:21 main:574] : INFO : Epoch 1617 | loss: 0.0311122 | val_loss: 0.031122 | Time: 4551.5 ms
[2021-07-06 16:37:25 main:574] : INFO : Epoch 1618 | loss: 0.0311115 | val_loss: 0.0311243 | Time: 4553.48 ms
[2021-07-06 16:37:30 main:574] : INFO : Epoch 1619 | loss: 0.0311111 | val_loss: 0.0311203 | Time: 4563.82 ms
[2021-07-06 16:37:34 main:574] : INFO : Epoch 1620 | loss: 0.0311104 | val_loss: 0.0311207 | Time: 4561.06 ms
[2021-07-06 16:37:39 main:574] : INFO : Epoch 1621 | loss: 0.0311084 | val_loss: 0.0311206 | Time: 4555.9 ms
[2021-07-06 16:37:44 main:574] : INFO : Epoch 1622 | loss: 0.0311089 | val_loss: 0.0311186 | Time: 4567.16 ms
[2021-07-06 16:37:48 main:574] : INFO : Epoch 1623 | loss: 0.0311112 | val_loss: 0.0311222 | Time: 4556.89 ms
[2021-07-06 16:37:53 main:574] : INFO : Epoch 1624 | loss: 0.0311081 | val_loss: 0.0311171 | Time: 4571.74 ms
[2021-07-06 16:37:57 main:574] : INFO : Epoch 1625 | loss: 0.0311049 | val_loss: 0.0311163 | Time: 4563.18 ms
[2021-07-06 16:38:02 main:574] : INFO : Epoch 1626 | loss: 0.0311077 | val_loss: 0.0311218 | Time: 4576.77 ms
[2021-07-06 16:38:06 main:574] : INFO : Epoch 1627 | loss: 0.0311081 | val_loss: 0.0311169 | Time: 4556.43 ms
[2021-07-06 16:38:11 main:574] : INFO : Epoch 1628 | loss: 0.0311011 | val_loss: 0.0311189 | Time: 4551.04 ms
[2021-07-06 16:38:16 main:574] : INFO : Epoch 1629 | loss: 0.0311001 | val_loss: 0.0311172 | Time: 4552.76 ms
[2021-07-06 16:38:20 main:574] : INFO : Epoch 1630 | loss: 0.0310982 | val_loss: 0.0311178 | Time: 4564.51 ms
[2021-07-06 16:38:25 main:574] : INFO : Epoch 1631 | loss: 0.0310988 | val_loss: 0.0311185 | Time: 4558.79 ms
[2021-07-06 16:38:29 main:574] : INFO : Epoch 1632 | loss: 0.0310978 | val_loss: 0.0311146 | Time: 4557.68 ms
[2021-07-06 16:38:34 main:574] : INFO : Epoch 1633 | loss: 0.0310984 | val_loss: 0.031115 | Time: 4561.64 ms
[2021-07-06 16:38:38 main:574] : INFO : Epoch 1634 | loss: 0.0310965 | val_loss: 0.0311153 | Time: 4552.98 ms
[2021-07-06 16:38:43 main:574] : INFO : Epoch 1635 | loss: 0.0310945 | val_loss: 0.0311141 | Time: 4563.91 ms
[2021-07-06 16:38:48 main:574] : INFO : Epoch 1636 | loss: 0.0310932 | val_loss: 0.0311205 | Time: 4566.53 ms
[2021-07-06 16:38:52 main:574] : INFO : Epoch 1637 | loss: 0.0310959 | val_loss: 0.031113 | Time: 4570.24 ms
[2021-07-06 16:38:57 main:574] : INFO : Epoch 1638 | loss: 0.0310946 | val_loss: 0.0311253 | Time: 4558.78 ms
[2021-07-06 16:39:01 main:574] : INFO : Epoch 1639 | loss: 0.03111 | val_loss: 0.0311217 | Time: 4565.93 ms
[2021-07-06 16:39:06 main:574] : INFO : Epoch 1640 | loss: 0.0311121 | val_loss: 0.0311165 | Time: 4565.45 ms
[2021-07-06 16:39:10 main:574] : INFO : Epoch 1641 | loss: 0.0311068 | val_loss: 0.0311156 | Time: 4571.76 ms
[2021-07-06 16:39:15 main:574] : INFO : Epoch 1642 | loss: 0.0311036 | val_loss: 0.0311135 | Time: 4561.08 ms
[2021-07-06 16:39:20 main:574] : INFO : Epoch 1643 | loss: 0.0310999 | val_loss: 0.0311128 | Time: 4572.38 ms
[2021-07-06 16:39:24 main:574] : INFO : Epoch 1644 | loss: 0.0310979 | val_loss: 0.0311165 | Time: 4567.59 ms
[2021-07-06 16:39:29 main:574] : INFO : Epoch 1645 | loss: 0.031098 | val_loss: 0.0311165 | Time: 4554.52 ms
[2021-07-06 16:39:33 main:574] : INFO : Epoch 1646 | loss: 0.0310997 | val_loss: 0.0311136 | Time: 4564.41 ms
[2021-07-06 16:39:38 main:574] : INFO : Epoch 1647 | loss: 0.0311004 | val_loss: 0.0311208 | Time: 4567.2 ms
[2021-07-06 16:39:42 main:574] : INFO : Epoch 1648 | loss: 0.0311028 | val_loss: 0.0311162 | Time: 4564.47 ms
[2021-07-06 16:39:47 main:574] : INFO : Epoch 1649 | loss: 0.0311002 | val_loss: 0.0311151 | Time: 4561.18 ms
[2021-07-06 16:39:52 main:574] : INFO : Epoch 1650 | loss: 0.0310993 | val_loss: 0.0311265 | Time: 4570.64 ms
[2021-07-06 16:39:56 main:574] : INFO : Epoch 1651 | loss: 0.0310994 | val_loss: 0.0311186 | Time: 4561.31 ms
[2021-07-06 16:40:01 main:574] : INFO : Epoch 1652 | loss: 0.0310992 | val_loss: 0.0311173 | Time: 4562.74 ms
[2021-07-06 16:40:05 main:574] : INFO : Epoch 1653 | loss: 0.031095 | val_loss: 0.0311156 | Time: 4561.36 ms
[2021-07-06 16:40:10 main:574] : INFO : Epoch 1654 | loss: 0.0310922 | val_loss: 0.0311172 | Time: 4569.65 ms
[2021-07-06 16:40:14 main:574] : INFO : Epoch 1655 | loss: 0.0310917 | val_loss: 0.031113 | Time: 4565.31 ms
[2021-07-06 16:40:19 main:574] : INFO : Epoch 1656 | loss: 0.0310904 | val_loss: 0.03111 | Time: 4569.89 ms
[2021-07-06 16:40:24 main:574] : INFO : Epoch 1657 | loss: 0.0310887 | val_loss: 0.0311115 | Time: 4562.27 ms
[2021-07-06 16:40:28 main:574] : INFO : Epoch 1658 | loss: 0.0310884 | val_loss: 0.0311106 | Time: 4562.3 ms
[2021-07-06 16:40:33 main:574] : INFO : Epoch 1659 | loss: 0.0310908 | val_loss: 0.0311117 | Time: 4566.6 ms
[2021-07-06 16:40:37 main:574] : INFO : Epoch 1660 | loss: 0.0310918 | val_loss: 0.0311116 | Time: 4566.29 ms
[2021-07-06 16:40:42 main:574] : INFO : Epoch 1661 | loss: 0.0310893 | val_loss: 0.0311084 | Time: 4564.81 ms
[2021-07-06 16:40:46 main:574] : INFO : Epoch 1662 | loss: 0.0310866 | val_loss: 0.0311091 | Time: 4558.65 ms
[2021-07-06 16:40:51 main:574] : INFO : Epoch 1663 | loss: 0.0310913 | val_loss: 0.0311082 | Time: 4550.8 ms
[2021-07-06 16:40:56 main:574] : INFO : Epoch 1664 | loss: 0.0310865 | val_loss: 0.031104 | Time: 4564.61 ms
[2021-07-06 16:41:00 main:574] : INFO : Epoch 1665 | loss: 0.0310867 | val_loss: 0.0311065 | Time: 4572.26 ms
[2021-07-06 16:41:05 main:574] : INFO : Epoch 1666 | loss: 0.0310934 | val_loss: 0.0311037 | Time: 4561.38 ms
[2021-07-06 16:41:09 main:574] : INFO : Epoch 1667 | loss: 0.0310904 | val_loss: 0.031103 | Time: 4573.8 ms
[2021-07-06 16:41:14 main:574] : INFO : Epoch 1668 | loss: 0.0310868 | val_loss: 0.0310974 | Time: 4560.92 ms
[2021-07-06 16:41:18 main:574] : INFO : Epoch 1669 | loss: 0.0310822 | val_loss: 0.0311001 | Time: 4556.51 ms
[2021-07-06 16:41:23 main:574] : INFO : Epoch 1670 | loss: 0.0310792 | val_loss: 0.0311021 | Time: 4560.45 ms
[2021-07-06 16:41:28 main:574] : INFO : Epoch 1671 | loss: 0.0310781 | val_loss: 0.0311012 | Time: 4568.68 ms
[2021-07-06 16:41:32 main:574] : INFO : Epoch 1672 | loss: 0.031081 | val_loss: 0.0310998 | Time: 4567.16 ms
[2021-07-06 16:41:37 main:574] : INFO : Epoch 1673 | loss: 0.0310779 | val_loss: 0.0310991 | Time: 4559.03 ms
[2021-07-06 16:41:41 main:574] : INFO : Epoch 1674 | loss: 0.0310771 | val_loss: 0.0311034 | Time: 4562.64 ms
[2021-07-06 16:41:46 main:574] : INFO : Epoch 1675 | loss: 0.0310819 | val_loss: 0.0310968 | Time: 4563.3 ms
[2021-07-06 16:41:50 main:574] : INFO : Epoch 1676 | loss: 0.0310807 | val_loss: 0.0310991 | Time: 4566.04 ms
[2021-07-06 16:41:55 main:574] : INFO : Epoch 1677 | loss: 0.0310814 | val_loss: 0.0311041 | Time: 4569.59 ms
[2021-07-06 16:42:00 main:574] : INFO : Epoch 1678 | loss: 0.0310761 | val_loss: 0.0310972 | Time: 4570.64 ms
[2021-07-06 16:42:04 main:574] : INFO : Epoch 1679 | loss: 0.0310754 | val_loss: 0.031099 | Time: 4571.1 ms
[2021-07-06 16:42:09 main:574] : INFO : Epoch 1680 | loss: 0.0310738 | val_loss: 0.0310971 | Time: 4551.1 ms
[2021-07-06 16:42:13 main:574] : INFO : Epoch 1681 | loss: 0.0310783 | val_loss: 0.0310955 | Time: 4564.7 ms
[2021-07-06 16:42:18 main:574] : INFO : Epoch 1682 | loss: 0.0310751 | val_loss: 0.0310956 | Time: 4567.26 ms
[2021-07-06 16:42:22 main:574] : INFO : Epoch 1683 | loss: 0.0310723 | val_loss: 0.0310939 | Time: 4575.96 ms
[2021-07-06 16:42:27 main:574] : INFO : Epoch 1684 | loss: 0.0310695 | val_loss: 0.0310961 | Time: 4555.89 ms
[2021-07-06 16:42:32 main:574] : INFO : Epoch 1685 | loss: 0.0310675 | val_loss: 0.0310941 | Time: 4568.15 ms
[2021-07-06 16:42:36 main:574] : INFO : Epoch 1686 | loss: 0.0310668 | val_loss: 0.0310977 | Time: 4568.72 ms
[2021-07-06 16:42:41 main:574] : INFO : Epoch 1687 | loss: 0.0310683 | val_loss: 0.0310949 | Time: 4554.88 ms
[2021-07-06 16:42:45 main:574] : INFO : Epoch 1688 | loss: 0.0310698 | val_loss: 0.0310929 | Time: 4571.37 ms
[2021-07-06 16:42:50 main:574] : INFO : Epoch 1689 | loss: 0.031072 | val_loss: 0.031092 | Time: 4564.25 ms
[2021-07-06 16:42:54 main:574] : INFO : Epoch 1690 | loss: 0.0310669 | val_loss: 0.0310917 | Time: 4560.04 ms
[2021-07-06 16:42:59 main:574] : INFO : Epoch 1691 | loss: 0.0310691 | val_loss: 0.031101 | Time: 4547.37 ms
[2021-07-06 16:43:04 main:574] : INFO : Epoch 1692 | loss: 0.0310759 | val_loss: 0.0310978 | Time: 4551.69 ms
[2021-07-06 16:43:08 main:574] : INFO : Epoch 1693 | loss: 0.0310697 | val_loss: 0.0310953 | Time: 4559.61 ms
[2021-07-06 16:43:13 main:574] : INFO : Epoch 1694 | loss: 0.0310718 | val_loss: 0.0310924 | Time: 4562.3 ms
[2021-07-06 16:43:17 main:574] : INFO : Epoch 1695 | loss: 0.0310712 | val_loss: 0.0310892 | Time: 4558.22 ms
[2021-07-06 16:43:22 main:574] : INFO : Epoch 1696 | loss: 0.031066 | val_loss: 0.0310887 | Time: 4567.32 ms
[2021-07-06 16:43:26 main:574] : INFO : Epoch 1697 | loss: 0.0310621 | val_loss: 0.0310926 | Time: 4554.26 ms
[2021-07-06 16:43:31 main:574] : INFO : Epoch 1698 | loss: 0.0310607 | val_loss: 0.0310961 | Time: 4562.27 ms
[2021-07-06 16:43:36 main:574] : INFO : Epoch 1699 | loss: 0.0310596 | val_loss: 0.0310903 | Time: 4560.97 ms
[2021-07-06 16:43:40 main:574] : INFO : Epoch 1700 | loss: 0.0310602 | val_loss: 0.0310906 | Time: 4557.66 ms
[2021-07-06 16:43:45 main:574] : INFO : Epoch 1701 | loss: 0.0310584 | val_loss: 0.0310968 | Time: 4559.8 ms
[2021-07-06 16:43:49 main:574] : INFO : Epoch 1702 | loss: 0.0310607 | val_loss: 0.031096 | Time: 4562.63 ms
[2021-07-06 16:43:54 main:574] : INFO : Epoch 1703 | loss: 0.0310629 | val_loss: 0.0310942 | Time: 4548.88 ms
[2021-07-06 16:43:58 main:574] : INFO : Epoch 1704 | loss: 0.0310637 | val_loss: 0.0310918 | Time: 4557.29 ms
[2021-07-06 16:44:03 main:574] : INFO : Epoch 1705 | loss: 0.0310632 | val_loss: 0.0310934 | Time: 4563.49 ms
[2021-07-06 16:44:07 main:574] : INFO : Epoch 1706 | loss: 0.0310605 | val_loss: 0.0310943 | Time: 4560.35 ms
[2021-07-06 16:44:12 main:574] : INFO : Epoch 1707 | loss: 0.0310573 | val_loss: 0.031091 | Time: 4572.34 ms
[2021-07-06 16:44:17 main:574] : INFO : Epoch 1708 | loss: 0.0310572 | val_loss: 0.031094 | Time: 4547.42 ms
[2021-07-06 16:44:21 main:574] : INFO : Epoch 1709 | loss: 0.0310529 | val_loss: 0.0310964 | Time: 4555.7 ms
[2021-07-06 16:44:26 main:574] : INFO : Epoch 1710 | loss: 0.031056 | val_loss: 0.0310958 | Time: 4556.55 ms
[2021-07-06 16:44:30 main:574] : INFO : Epoch 1711 | loss: 0.0310543 | val_loss: 0.0310978 | Time: 4563.23 ms
[2021-07-06 16:44:35 main:574] : INFO : Epoch 1712 | loss: 0.0310537 | val_loss: 0.0310958 | Time: 4561.01 ms
[2021-07-06 16:44:39 main:574] : INFO : Epoch 1713 | loss: 0.0310532 | val_loss: 0.0310996 | Time: 4575.56 ms
[2021-07-06 16:44:44 main:574] : INFO : Epoch 1714 | loss: 0.0310566 | val_loss: 0.0310958 | Time: 4558.48 ms
[2021-07-06 16:44:49 main:574] : INFO : Epoch 1715 | loss: 0.0310523 | val_loss: 0.0310926 | Time: 4554.84 ms
[2021-07-06 16:44:53 main:574] : INFO : Epoch 1716 | loss: 0.0310602 | val_loss: 0.0311119 | Time: 4565.62 ms
[2021-07-06 16:44:58 main:574] : INFO : Epoch 1717 | loss: 0.0310903 | val_loss: 0.0311071 | Time: 4563.27 ms
[2021-07-06 16:45:02 main:574] : INFO : Epoch 1718 | loss: 0.0310853 | val_loss: 0.0310999 | Time: 4568.44 ms
[2021-07-06 16:45:07 main:574] : INFO : Epoch 1719 | loss: 0.0310793 | val_loss: 0.0310945 | Time: 4551.04 ms
[2021-07-06 16:45:11 main:574] : INFO : Epoch 1720 | loss: 0.031075 | val_loss: 0.0310906 | Time: 4565.08 ms
[2021-07-06 16:45:16 main:574] : INFO : Epoch 1721 | loss: 0.0310756 | val_loss: 0.0311045 | Time: 4569.26 ms
[2021-07-06 16:45:21 main:574] : INFO : Epoch 1722 | loss: 0.0310769 | val_loss: 0.0310944 | Time: 4562.94 ms
[2021-07-06 16:45:25 main:574] : INFO : Epoch 1723 | loss: 0.0310699 | val_loss: 0.0310972 | Time: 4561.33 ms
[2021-07-06 16:45:30 main:574] : INFO : Epoch 1724 | loss: 0.0310734 | val_loss: 0.0310889 | Time: 4560.23 ms
[2021-07-06 16:45:34 main:574] : INFO : Epoch 1725 | loss: 0.0310669 | val_loss: 0.031094 | Time: 4565.05 ms
[2021-07-06 16:45:39 main:574] : INFO : Epoch 1726 | loss: 0.0310661 | val_loss: 0.0310875 | Time: 4553.37 ms
[2021-07-06 16:45:43 main:574] : INFO : Epoch 1727 | loss: 0.0310634 | val_loss: 0.0310877 | Time: 4576.24 ms
[2021-07-06 16:45:48 main:574] : INFO : Epoch 1728 | loss: 0.0310639 | val_loss: 0.0310927 | Time: 4567.13 ms
[2021-07-06 16:45:53 main:574] : INFO : Epoch 1729 | loss: 0.0310613 | val_loss: 0.0310868 | Time: 4570.41 ms
[2021-07-06 16:45:57 main:574] : INFO : Epoch 1730 | loss: 0.0310578 | val_loss: 0.0310856 | Time: 4548.91 ms
[2021-07-06 16:46:02 main:574] : INFO : Epoch 1731 | loss: 0.0310591 | val_loss: 0.0310888 | Time: 4564.2 ms
[2021-07-06 16:46:07 main:574] : INFO : Epoch 1732 | loss: 0.031057 | val_loss: 0.0310916 | Time: 4837.19 ms
[2021-07-06 16:46:11 main:574] : INFO : Epoch 1733 | loss: 0.0310549 | val_loss: 0.0310952 | Time: 4588.94 ms
[2021-07-06 16:46:16 main:574] : INFO : Epoch 1734 | loss: 0.0310572 | val_loss: 0.0310927 | Time: 4642.41 ms
[2021-07-06 16:46:20 main:574] : INFO : Epoch 1735 | loss: 0.0310588 | val_loss: 0.0310905 | Time: 4591.23 ms
[2021-07-06 16:46:25 main:574] : INFO : Epoch 1736 | loss: 0.0310532 | val_loss: 0.0310907 | Time: 4574.62 ms
[2021-07-06 16:46:29 main:574] : INFO : Epoch 1737 | loss: 0.0310506 | val_loss: 0.0310925 | Time: 4552.48 ms
[2021-07-06 16:46:34 main:574] : INFO : Epoch 1738 | loss: 0.0310551 | val_loss: 0.0310959 | Time: 4553.94 ms
[2021-07-06 16:46:39 main:574] : INFO : Epoch 1739 | loss: 0.0310611 | val_loss: 0.0310903 | Time: 4539.22 ms
[2021-07-06 16:46:43 main:574] : INFO : Epoch 1740 | loss: 0.0310597 | val_loss: 0.0310902 | Time: 4572.04 ms
[2021-07-06 16:46:48 main:574] : INFO : Epoch 1741 | loss: 0.0310544 | val_loss: 0.0310895 | Time: 4641.68 ms
[2021-07-06 16:46:52 main:574] : INFO : Epoch 1742 | loss: 0.0310524 | val_loss: 0.0310921 | Time: 4574.77 ms
[2021-07-06 16:46:57 main:574] : INFO : Epoch 1743 | loss: 0.0310506 | val_loss: 0.0310949 | Time: 4709.31 ms
[2021-07-06 16:47:02 main:574] : INFO : Epoch 1744 | loss: 0.0310483 | val_loss: 0.0310955 | Time: 4590.67 ms
[2021-07-06 16:47:06 main:574] : INFO : Epoch 1745 | loss: 0.0310476 | val_loss: 0.0310964 | Time: 4560.22 ms
[2021-07-06 16:47:11 main:574] : INFO : Epoch 1746 | loss: 0.0310459 | val_loss: 0.0310936 | Time: 4558.09 ms
[2021-07-06 16:47:15 main:574] : INFO : Epoch 1747 | loss: 0.0310464 | val_loss: 0.0310891 | Time: 4561.84 ms
[2021-07-06 16:47:20 main:574] : INFO : Epoch 1748 | loss: 0.0310467 | val_loss: 0.0310954 | Time: 4561.86 ms
[2021-07-06 16:47:25 main:574] : INFO : Epoch 1749 | loss: 0.0310502 | val_loss: 0.0310971 | Time: 4559.62 ms
[2021-07-06 16:47:29 main:574] : INFO : Epoch 1750 | loss: 0.0310462 | val_loss: 0.0310929 | Time: 4559.43 ms
[2021-07-06 16:47:34 main:574] : INFO : Epoch 1751 | loss: 0.0310439 | val_loss: 0.0310913 | Time: 4562.22 ms
[2021-07-06 16:47:38 main:574] : INFO : Epoch 1752 | loss: 0.0310445 | val_loss: 0.0310918 | Time: 4559.72 ms
[2021-07-06 16:47:43 main:574] : INFO : Epoch 1753 | loss: 0.0310466 | val_loss: 0.0310921 | Time: 4563 ms
[2021-07-06 16:47:47 main:574] : INFO : Epoch 1754 | loss: 0.0310459 | val_loss: 0.0310947 | Time: 4560.5 ms
[2021-07-06 16:47:52 main:574] : INFO : Epoch 1755 | loss: 0.0310456 | val_loss: 0.0310957 | Time: 4560.42 ms
[2021-07-06 16:47:57 main:574] : INFO : Epoch 1756 | loss: 0.0310682 | val_loss: 0.0310917 | Time: 4565.81 ms
[2021-07-06 16:48:01 main:574] : INFO : Epoch 1757 | loss: 0.0310701 | val_loss: 0.031089 | Time: 4548.58 ms
[2021-07-06 16:48:06 main:574] : INFO : Epoch 1758 | loss: 0.0310659 | val_loss: 0.0310844 | Time: 4564.5 ms
[2021-07-06 16:48:10 main:574] : INFO : Epoch 1759 | loss: 0.0310582 | val_loss: 0.0310827 | Time: 4561.12 ms
[2021-07-06 16:48:15 main:574] : INFO : Epoch 1760 | loss: 0.0310549 | val_loss: 0.0310854 | Time: 4555.34 ms
[2021-07-06 16:48:19 main:574] : INFO : Epoch 1761 | loss: 0.031056 | val_loss: 0.0310872 | Time: 4554.93 ms
[2021-07-06 16:48:24 main:574] : INFO : Epoch 1762 | loss: 0.0310526 | val_loss: 0.0310866 | Time: 4552.6 ms
[2021-07-06 16:48:28 main:574] : INFO : Epoch 1763 | loss: 0.0310488 | val_loss: 0.0310881 | Time: 4561.38 ms
[2021-07-06 16:48:33 main:574] : INFO : Epoch 1764 | loss: 0.0310474 | val_loss: 0.0310937 | Time: 4549.4 ms
[2021-07-06 16:48:38 main:574] : INFO : Epoch 1765 | loss: 0.0310572 | val_loss: 0.0310839 | Time: 4554.5 ms
[2021-07-06 16:48:42 main:574] : INFO : Epoch 1766 | loss: 0.0310575 | val_loss: 0.0310882 | Time: 4550.12 ms
[2021-07-06 16:48:47 main:574] : INFO : Epoch 1767 | loss: 0.031054 | val_loss: 0.0310839 | Time: 4555.7 ms
[2021-07-06 16:48:51 main:574] : INFO : Epoch 1768 | loss: 0.0310508 | val_loss: 0.0310864 | Time: 4557.44 ms
[2021-07-06 16:48:56 main:574] : INFO : Epoch 1769 | loss: 0.0310495 | val_loss: 0.0310818 | Time: 4555.15 ms
[2021-07-06 16:49:00 main:574] : INFO : Epoch 1770 | loss: 0.0310457 | val_loss: 0.0310861 | Time: 4555.47 ms
[2021-07-06 16:49:05 main:574] : INFO : Epoch 1771 | loss: 0.031044 | val_loss: 0.0310867 | Time: 4560.43 ms
[2021-07-06 16:49:10 main:574] : INFO : Epoch 1772 | loss: 0.0310426 | val_loss: 0.0310868 | Time: 4559.17 ms
[2021-07-06 16:49:14 main:574] : INFO : Epoch 1773 | loss: 0.031046 | val_loss: 0.0310838 | Time: 4559.41 ms
[2021-07-06 16:49:19 main:574] : INFO : Epoch 1774 | loss: 0.0310453 | val_loss: 0.0310945 | Time: 4558.86 ms
[2021-07-06 16:49:23 main:574] : INFO : Epoch 1775 | loss: 0.0310472 | val_loss: 0.0310943 | Time: 4556.02 ms
[2021-07-06 16:49:28 main:574] : INFO : Epoch 1776 | loss: 0.0310462 | val_loss: 0.031085 | Time: 4568.64 ms
[2021-07-06 16:49:32 main:574] : INFO : Epoch 1777 | loss: 0.0310452 | val_loss: 0.031093 | Time: 4556.31 ms
[2021-07-06 16:49:37 main:574] : INFO : Epoch 1778 | loss: 0.0310477 | val_loss: 0.0310911 | Time: 4554.25 ms
[2021-07-06 16:49:42 main:574] : INFO : Epoch 1779 | loss: 0.0310486 | val_loss: 0.0310848 | Time: 4553.08 ms
[2021-07-06 16:49:46 main:574] : INFO : Epoch 1780 | loss: 0.0310446 | val_loss: 0.0310835 | Time: 4551.39 ms
[2021-07-06 16:49:51 main:574] : INFO : Epoch 1781 | loss: 0.0310436 | val_loss: 0.0310819 | Time: 4557.99 ms
[2021-07-06 16:49:55 main:574] : INFO : Epoch 1782 | loss: 0.0310447 | val_loss: 0.031084 | Time: 4548.29 ms
[2021-07-06 16:50:00 main:574] : INFO : Epoch 1783 | loss: 0.0310521 | val_loss: 0.0310799 | Time: 4668.56 ms
[2021-07-06 16:50:05 main:574] : INFO : Epoch 1784 | loss: 0.0310489 | val_loss: 0.0310838 | Time: 4619.04 ms
[2021-07-06 16:50:09 main:574] : INFO : Epoch 1785 | loss: 0.0310481 | val_loss: 0.0310803 | Time: 4561.2 ms
[2021-07-06 16:50:14 main:574] : INFO : Epoch 1786 | loss: 0.0310434 | val_loss: 0.0310782 | Time: 4605.17 ms
[2021-07-06 16:50:18 main:574] : INFO : Epoch 1787 | loss: 0.0310443 | val_loss: 0.031084 | Time: 4585.27 ms
[2021-07-06 16:50:23 main:574] : INFO : Epoch 1788 | loss: 0.0310436 | val_loss: 0.0310823 | Time: 4577.84 ms
[2021-07-06 16:50:28 main:574] : INFO : Epoch 1789 | loss: 0.0310402 | val_loss: 0.0310891 | Time: 4586.84 ms
[2021-07-06 16:50:32 main:574] : INFO : Epoch 1790 | loss: 0.0310391 | val_loss: 0.0310858 | Time: 4583.41 ms
[2021-07-06 16:50:37 main:574] : INFO : Epoch 1791 | loss: 0.0310369 | val_loss: 0.03109 | Time: 4583.12 ms
[2021-07-06 16:50:41 main:574] : INFO : Epoch 1792 | loss: 0.0310381 | val_loss: 0.0310864 | Time: 4603.15 ms
[2021-07-06 16:50:46 main:574] : INFO : Epoch 1793 | loss: 0.0310361 | val_loss: 0.0310874 | Time: 4584.92 ms
[2021-07-06 16:50:50 main:574] : INFO : Epoch 1794 | loss: 0.0310377 | val_loss: 0.0310885 | Time: 4576.82 ms
[2021-07-06 16:50:55 main:574] : INFO : Epoch 1795 | loss: 0.0310353 | val_loss: 0.0310958 | Time: 4579.73 ms
[2021-07-06 16:51:00 main:574] : INFO : Epoch 1796 | loss: 0.0310358 | val_loss: 0.031086 | Time: 4578.27 ms
[2021-07-06 16:51:04 main:574] : INFO : Epoch 1797 | loss: 0.0310385 | val_loss: 0.0310803 | Time: 4577.32 ms
[2021-07-06 16:51:09 main:574] : INFO : Epoch 1798 | loss: 0.0310398 | val_loss: 0.0310881 | Time: 4599.65 ms
[2021-07-06 16:51:13 main:574] : INFO : Epoch 1799 | loss: 0.031038 | val_loss: 0.0310791 | Time: 4632.13 ms
[2021-07-06 16:51:18 main:574] : INFO : Epoch 1800 | loss: 0.031037 | val_loss: 0.0310763 | Time: 4609.03 ms
[2021-07-06 16:51:23 main:574] : INFO : Epoch 1801 | loss: 0.0310371 | val_loss: 0.0310764 | Time: 4618.62 ms
[2021-07-06 16:51:27 main:574] : INFO : Epoch 1802 | loss: 0.0310407 | val_loss: 0.0310756 | Time: 4616.54 ms
[2021-07-06 16:51:32 main:574] : INFO : Epoch 1803 | loss: 0.0310404 | val_loss: 0.0310762 | Time: 4615.33 ms
[2021-07-06 16:51:37 main:574] : INFO : Epoch 1804 | loss: 0.0310357 | val_loss: 0.0310768 | Time: 4611.96 ms
[2021-07-06 16:51:41 main:574] : INFO : Epoch 1805 | loss: 0.031035 | val_loss: 0.0310891 | Time: 4622.42 ms
[2021-07-06 16:51:46 main:574] : INFO : Epoch 1806 | loss: 0.0310382 | val_loss: 0.0310791 | Time: 4670.24 ms
[2021-07-06 16:51:51 main:574] : INFO : Epoch 1807 | loss: 0.0310333 | val_loss: 0.0310837 | Time: 4626.73 ms
[2021-07-06 16:51:55 main:574] : INFO : Epoch 1808 | loss: 0.0310353 | val_loss: 0.031083 | Time: 4637.31 ms
[2021-07-06 16:52:00 main:574] : INFO : Epoch 1809 | loss: 0.0310356 | val_loss: 0.0310889 | Time: 4617.5 ms
[2021-07-06 16:52:04 main:574] : INFO : Epoch 1810 | loss: 0.0310682 | val_loss: 0.0310914 | Time: 4647.99 ms
[2021-07-06 16:52:09 main:574] : INFO : Epoch 1811 | loss: 0.0310641 | val_loss: 0.0310877 | Time: 4620.82 ms
[2021-07-06 16:52:14 main:574] : INFO : Epoch 1812 | loss: 0.0310587 | val_loss: 0.0310871 | Time: 4626.11 ms
[2021-07-06 16:52:18 main:574] : INFO : Epoch 1813 | loss: 0.031056 | val_loss: 0.0310925 | Time: 4627.62 ms
[2021-07-06 16:52:23 main:574] : INFO : Epoch 1814 | loss: 0.0310658 | val_loss: 0.0310932 | Time: 4620.95 ms
[2021-07-06 16:52:28 main:574] : INFO : Epoch 1815 | loss: 0.0310631 | val_loss: 0.0310888 | Time: 4616.56 ms
[2021-07-06 16:52:32 main:574] : INFO : Epoch 1816 | loss: 0.0310568 | val_loss: 0.0310872 | Time: 4618.38 ms
[2021-07-06 16:52:37 main:574] : INFO : Epoch 1817 | loss: 0.0310549 | val_loss: 0.0310911 | Time: 4613.43 ms
[2021-07-06 16:52:41 main:574] : INFO : Epoch 1818 | loss: 0.0310552 | val_loss: 0.031091 | Time: 4633.6 ms
[2021-07-06 16:52:46 main:574] : INFO : Epoch 1819 | loss: 0.0310633 | val_loss: 0.0310858 | Time: 4614.74 ms
[2021-07-06 16:52:51 main:574] : INFO : Epoch 1820 | loss: 0.0310577 | val_loss: 0.0310836 | Time: 4612.42 ms
[2021-07-06 16:52:55 main:574] : INFO : Epoch 1821 | loss: 0.031052 | val_loss: 0.0310828 | Time: 4611.72 ms
[2021-07-06 16:53:00 main:574] : INFO : Epoch 1822 | loss: 0.0310476 | val_loss: 0.031085 | Time: 4626.68 ms
[2021-07-06 16:53:05 main:574] : INFO : Epoch 1823 | loss: 0.0310435 | val_loss: 0.0310892 | Time: 4617.75 ms
[2021-07-06 16:53:09 main:574] : INFO : Epoch 1824 | loss: 0.0310435 | val_loss: 0.0310858 | Time: 4612.79 ms
[2021-07-06 16:53:14 main:574] : INFO : Epoch 1825 | loss: 0.0310409 | val_loss: 0.0310872 | Time: 4628.8 ms
[2021-07-06 16:53:18 main:574] : INFO : Epoch 1826 | loss: 0.0310378 | val_loss: 0.0310878 | Time: 4613.26 ms
[2021-07-06 16:53:23 main:574] : INFO : Epoch 1827 | loss: 0.0310356 | val_loss: 0.031092 | Time: 4631.11 ms
[2021-07-06 16:53:28 main:574] : INFO : Epoch 1828 | loss: 0.031033 | val_loss: 0.0310913 | Time: 4614.32 ms
[2021-07-06 16:53:32 main:574] : INFO : Epoch 1829 | loss: 0.031032 | val_loss: 0.0310895 | Time: 4614.1 ms
[2021-07-06 16:53:37 main:574] : INFO : Epoch 1830 | loss: 0.0310344 | val_loss: 0.0310937 | Time: 4623.18 ms
[2021-07-06 16:53:42 main:574] : INFO : Epoch 1831 | loss: 0.0310331 | val_loss: 0.0310904 | Time: 4610.88 ms
[2021-07-06 16:53:46 main:574] : INFO : Epoch 1832 | loss: 0.0310304 | val_loss: 0.0310961 | Time: 4624.03 ms
[2021-07-06 16:53:51 main:574] : INFO : Epoch 1833 | loss: 0.0310303 | val_loss: 0.0310936 | Time: 4617.09 ms
[2021-07-06 16:53:55 main:574] : INFO : Epoch 1834 | loss: 0.0310305 | val_loss: 0.031094 | Time: 4624.93 ms
[2021-07-06 16:54:00 main:574] : INFO : Epoch 1835 | loss: 0.0310305 | val_loss: 0.0310944 | Time: 4613.82 ms
[2021-07-06 16:54:05 main:574] : INFO : Epoch 1836 | loss: 0.0310334 | val_loss: 0.031101 | Time: 4613.59 ms
[2021-07-06 16:54:09 main:574] : INFO : Epoch 1837 | loss: 0.0310362 | val_loss: 0.0310898 | Time: 4618.1 ms
[2021-07-06 16:54:14 main:574] : INFO : Epoch 1838 | loss: 0.0310359 | val_loss: 0.0310893 | Time: 4625.13 ms
[2021-07-06 16:54:19 main:574] : INFO : Epoch 1839 | loss: 0.0310353 | val_loss: 0.0310893 | Time: 4608.79 ms
[2021-07-06 16:54:23 main:574] : INFO : Epoch 1840 | loss: 0.0310375 | val_loss: 0.0310913 | Time: 4615.03 ms
[2021-07-06 16:54:28 main:574] : INFO : Epoch 1841 | loss: 0.0310343 | val_loss: 0.0310945 | Time: 4608.14 ms
[2021-07-06 16:54:32 main:574] : INFO : Epoch 1842 | loss: 0.0310361 | val_loss: 0.0310971 | Time: 4627.46 ms
[2021-07-06 16:54:37 main:574] : INFO : Epoch 1843 | loss: 0.0310359 | val_loss: 0.0310989 | Time: 4612.39 ms
[2021-07-06 16:54:42 main:574] : INFO : Epoch 1844 | loss: 0.0310313 | val_loss: 0.0310956 | Time: 4613.36 ms
[2021-07-06 16:54:46 main:574] : INFO : Epoch 1845 | loss: 0.0310288 | val_loss: 0.0310929 | Time: 4605.68 ms
[2021-07-06 16:54:51 main:574] : INFO : Epoch 1846 | loss: 0.0310292 | val_loss: 0.0310911 | Time: 4613.32 ms
[2021-07-06 16:54:56 main:574] : INFO : Epoch 1847 | loss: 0.031035 | val_loss: 0.0310966 | Time: 4611.57 ms
[2021-07-06 16:55:00 main:574] : INFO : Epoch 1848 | loss: 0.0310379 | val_loss: 0.0310846 | Time: 4613.47 ms
[2021-07-06 16:55:05 main:574] : INFO : Epoch 1849 | loss: 0.0310412 | val_loss: 0.0310849 | Time: 4608.96 ms
[2021-07-06 16:55:09 main:574] : INFO : Epoch 1850 | loss: 0.0310364 | val_loss: 0.0310968 | Time: 4612.29 ms
[2021-07-06 16:55:14 main:574] : INFO : Epoch 1851 | loss: 0.0310274 | val_loss: 0.0310943 | Time: 4593.36 ms
[2021-07-06 16:55:19 main:574] : INFO : Epoch 1852 | loss: 0.03103 | val_loss: 0.0310947 | Time: 4609.91 ms
[2021-07-06 16:55:23 main:574] : INFO : Epoch 1853 | loss: 0.0310319 | val_loss: 0.0310946 | Time: 4592.05 ms
[2021-07-06 16:55:28 main:574] : INFO : Epoch 1854 | loss: 0.0310321 | val_loss: 0.0310854 | Time: 4620.09 ms
[2021-07-06 16:55:32 main:574] : INFO : Epoch 1855 | loss: 0.0310337 | val_loss: 0.0310991 | Time: 4611.08 ms
[2021-07-06 16:55:37 main:574] : INFO : Epoch 1856 | loss: 0.0310321 | val_loss: 0.0310899 | Time: 4600.17 ms
[2021-07-06 16:55:42 main:574] : INFO : Epoch 1857 | loss: 0.0310294 | val_loss: 0.0310962 | Time: 4595.88 ms
[2021-07-06 16:55:46 main:574] : INFO : Epoch 1858 | loss: 0.0310257 | val_loss: 0.0310915 | Time: 4593.94 ms
[2021-07-06 16:55:51 main:574] : INFO : Epoch 1859 | loss: 0.0310288 | val_loss: 0.0310824 | Time: 4602.14 ms
[2021-07-06 16:55:55 main:574] : INFO : Epoch 1860 | loss: 0.0310323 | val_loss: 0.0310815 | Time: 4596.48 ms
[2021-07-06 16:56:00 main:574] : INFO : Epoch 1861 | loss: 0.0310322 | val_loss: 0.0310911 | Time: 4600.38 ms
[2021-07-06 16:56:05 main:574] : INFO : Epoch 1862 | loss: 0.0310285 | val_loss: 0.0310888 | Time: 4605.33 ms
[2021-07-06 16:56:09 main:574] : INFO : Epoch 1863 | loss: 0.0310289 | val_loss: 0.031094 | Time: 4601.58 ms
[2021-07-06 16:56:14 main:574] : INFO : Epoch 1864 | loss: 0.0310301 | val_loss: 0.0310897 | Time: 4598.14 ms
[2021-07-06 16:56:19 main:574] : INFO : Epoch 1865 | loss: 0.0310313 | val_loss: 0.0310945 | Time: 4607.28 ms
[2021-07-06 16:56:23 main:574] : INFO : Epoch 1866 | loss: 0.0310353 | val_loss: 0.031084 | Time: 4607.18 ms
[2021-07-06 16:56:28 main:574] : INFO : Epoch 1867 | loss: 0.0310368 | val_loss: 0.0310842 | Time: 4609.09 ms
[2021-07-06 16:56:32 main:574] : INFO : Epoch 1868 | loss: 0.0310305 | val_loss: 0.0310926 | Time: 4601.61 ms
[2021-07-06 16:56:37 main:574] : INFO : Epoch 1869 | loss: 0.0310331 | val_loss: 0.031091 | Time: 4599.06 ms
[2021-07-06 16:56:42 main:574] : INFO : Epoch 1870 | loss: 0.0310277 | val_loss: 0.031089 | Time: 4608.41 ms
[2021-07-06 16:56:46 main:574] : INFO : Epoch 1871 | loss: 0.0310284 | val_loss: 0.0310861 | Time: 4607.25 ms
[2021-07-06 16:56:51 main:574] : INFO : Epoch 1872 | loss: 0.0310296 | val_loss: 0.0310911 | Time: 4625.66 ms
[2021-07-06 16:56:55 main:574] : INFO : Epoch 1873 | loss: 0.0310258 | val_loss: 0.0310918 | Time: 4600.67 ms
[2021-07-06 16:57:00 main:574] : INFO : Epoch 1874 | loss: 0.0310273 | val_loss: 0.0310873 | Time: 4631.07 ms
[2021-07-06 16:57:05 main:574] : INFO : Epoch 1875 | loss: 0.0310224 | val_loss: 0.0310839 | Time: 4612.54 ms
[2021-07-06 16:57:09 main:574] : INFO : Epoch 1876 | loss: 0.0310224 | val_loss: 0.0310945 | Time: 4603.26 ms
[2021-07-06 16:57:14 main:574] : INFO : Epoch 1877 | loss: 0.0310594 | val_loss: 0.0310911 | Time: 4591.83 ms
[2021-07-06 16:57:19 main:574] : INFO : Epoch 1878 | loss: 0.0310584 | val_loss: 0.0310889 | Time: 4604.15 ms
[2021-07-06 16:57:23 main:574] : INFO : Epoch 1879 | loss: 0.0310508 | val_loss: 0.0310877 | Time: 4595.04 ms
[2021-07-06 16:57:28 main:574] : INFO : Epoch 1880 | loss: 0.0310465 | val_loss: 0.0310897 | Time: 4598.27 ms
[2021-07-06 16:57:32 main:574] : INFO : Epoch 1881 | loss: 0.031037 | val_loss: 0.0310975 | Time: 4612.38 ms
[2021-07-06 16:57:37 main:574] : INFO : Epoch 1882 | loss: 0.0310329 | val_loss: 0.0310906 | Time: 4597.83 ms
[2021-07-06 16:57:42 main:574] : INFO : Epoch 1883 | loss: 0.0310281 | val_loss: 0.031103 | Time: 4596.69 ms
[2021-07-06 16:57:46 main:574] : INFO : Epoch 1884 | loss: 0.0310355 | val_loss: 0.0310878 | Time: 4600.47 ms
[2021-07-06 16:57:51 main:574] : INFO : Epoch 1885 | loss: 0.0310371 | val_loss: 0.0310869 | Time: 4609.08 ms
[2021-07-06 16:57:55 main:574] : INFO : Epoch 1886 | loss: 0.0310315 | val_loss: 0.0310856 | Time: 4602.41 ms
[2021-07-06 16:58:00 main:574] : INFO : Epoch 1887 | loss: 0.0310279 | val_loss: 0.0310831 | Time: 4602.9 ms
[2021-07-06 16:58:05 main:574] : INFO : Epoch 1888 | loss: 0.0310288 | val_loss: 0.0310844 | Time: 4607.63 ms
[2021-07-06 16:58:09 main:574] : INFO : Epoch 1889 | loss: 0.0310304 | val_loss: 0.0310898 | Time: 4606.67 ms
[2021-07-06 16:58:14 main:574] : INFO : Epoch 1890 | loss: 0.0310323 | val_loss: 0.0310904 | Time: 4602.93 ms
[2021-07-06 16:58:18 main:574] : INFO : Epoch 1891 | loss: 0.0310412 | val_loss: 0.0310822 | Time: 4616.15 ms
[2021-07-06 16:58:23 main:574] : INFO : Epoch 1892 | loss: 0.0310385 | val_loss: 0.0310826 | Time: 4604.81 ms
[2021-07-06 16:58:28 main:574] : INFO : Epoch 1893 | loss: 0.0310384 | val_loss: 0.0310759 | Time: 4603.57 ms
[2021-07-06 16:58:32 main:574] : INFO : Epoch 1894 | loss: 0.0310288 | val_loss: 0.0310769 | Time: 4614.01 ms
[2021-07-06 16:58:37 main:574] : INFO : Epoch 1895 | loss: 0.031027 | val_loss: 0.031077 | Time: 4608.84 ms
[2021-07-06 16:58:42 main:574] : INFO : Epoch 1896 | loss: 0.0310261 | val_loss: 0.0310805 | Time: 4630.09 ms
[2021-07-06 16:58:46 main:574] : INFO : Epoch 1897 | loss: 0.0310311 | val_loss: 0.0310782 | Time: 4605.56 ms
[2021-07-06 16:58:51 main:574] : INFO : Epoch 1898 | loss: 0.0310304 | val_loss: 0.0310774 | Time: 4610.91 ms
[2021-07-06 16:58:55 main:574] : INFO : Epoch 1899 | loss: 0.0310365 | val_loss: 0.0310786 | Time: 4603.23 ms
[2021-07-06 16:59:00 main:574] : INFO : Epoch 1900 | loss: 0.0310327 | val_loss: 0.0310789 | Time: 4610.93 ms
[2021-07-06 16:59:05 main:574] : INFO : Epoch 1901 | loss: 0.0310266 | val_loss: 0.031083 | Time: 4622.26 ms
[2021-07-06 16:59:09 main:574] : INFO : Epoch 1902 | loss: 0.0310272 | val_loss: 0.0310747 | Time: 4618.7 ms
[2021-07-06 16:59:14 main:574] : INFO : Epoch 1903 | loss: 0.0310244 | val_loss: 0.0310756 | Time: 4610.64 ms
[2021-07-06 16:59:18 main:574] : INFO : Epoch 1904 | loss: 0.0310236 | val_loss: 0.0310811 | Time: 4607.62 ms
[2021-07-06 16:59:23 main:574] : INFO : Epoch 1905 | loss: 0.0310321 | val_loss: 0.0310929 | Time: 4619.05 ms
[2021-07-06 16:59:28 main:574] : INFO : Epoch 1906 | loss: 0.0310932 | val_loss: 0.0311067 | Time: 4608.67 ms
[2021-07-06 16:59:32 main:574] : INFO : Epoch 1907 | loss: 0.0310894 | val_loss: 0.0311044 | Time: 4620.54 ms
[2021-07-06 16:59:37 main:574] : INFO : Epoch 1908 | loss: 0.0310803 | val_loss: 0.0310877 | Time: 4609.84 ms
[2021-07-06 16:59:42 main:574] : INFO : Epoch 1909 | loss: 0.0310689 | val_loss: 0.0310842 | Time: 4625.01 ms
[2021-07-06 16:59:46 main:574] : INFO : Epoch 1910 | loss: 0.0310633 | val_loss: 0.031084 | Time: 4612.42 ms
[2021-07-06 16:59:51 main:574] : INFO : Epoch 1911 | loss: 0.0310615 | val_loss: 0.0310831 | Time: 4622.41 ms
[2021-07-06 16:59:56 main:574] : INFO : Epoch 1912 | loss: 0.0310597 | val_loss: 0.0310826 | Time: 4616.75 ms
[2021-07-06 17:00:00 main:574] : INFO : Epoch 1913 | loss: 0.0310551 | val_loss: 0.0310782 | Time: 4617.15 ms
[2021-07-06 17:00:05 main:574] : INFO : Epoch 1914 | loss: 0.0310545 | val_loss: 0.0310851 | Time: 4594.34 ms
[2021-07-06 17:00:09 main:574] : INFO : Epoch 1915 | loss: 0.031053 | val_loss: 0.0310822 | Time: 4598.61 ms
[2021-07-06 17:00:14 main:574] : INFO : Epoch 1916 | loss: 0.0310503 | val_loss: 0.031081 | Time: 4608.73 ms
[2021-07-06 17:00:19 main:574] : INFO : Epoch 1917 | loss: 0.0310468 | val_loss: 0.0310795 | Time: 4591.43 ms
[2021-07-06 17:00:23 main:574] : INFO : Epoch 1918 | loss: 0.0310448 | val_loss: 0.0310757 | Time: 4599.46 ms
[2021-07-06 17:00:28 main:574] : INFO : Epoch 1919 | loss: 0.0310461 | val_loss: 0.0310805 | Time: 4603.93 ms
[2021-07-06 17:00:32 main:574] : INFO : Epoch 1920 | loss: 0.0310447 | val_loss: 0.031081 | Time: 4606.19 ms
[2021-07-06 17:00:37 main:574] : INFO : Epoch 1921 | loss: 0.0310416 | val_loss: 0.0310842 | Time: 4615.97 ms
[2021-07-06 17:00:42 main:574] : INFO : Epoch 1922 | loss: 0.0310405 | val_loss: 0.0310798 | Time: 4612.57 ms
[2021-07-06 17:00:46 main:574] : INFO : Epoch 1923 | loss: 0.03104 | val_loss: 0.031079 | Time: 4626.6 ms
[2021-07-06 17:00:51 main:574] : INFO : Epoch 1924 | loss: 0.0310394 | val_loss: 0.0310785 | Time: 4618.66 ms
[2021-07-06 17:00:56 main:574] : INFO : Epoch 1925 | loss: 0.0310366 | val_loss: 0.0310794 | Time: 4619.24 ms
[2021-07-06 17:01:00 main:574] : INFO : Epoch 1926 | loss: 0.0310347 | val_loss: 0.0310806 | Time: 4607.99 ms
[2021-07-06 17:01:05 main:574] : INFO : Epoch 1927 | loss: 0.0310365 | val_loss: 0.0310783 | Time: 4619.07 ms
[2021-07-06 17:01:09 main:574] : INFO : Epoch 1928 | loss: 0.0310351 | val_loss: 0.0310729 | Time: 4626.77 ms
[2021-07-06 17:01:14 main:574] : INFO : Epoch 1929 | loss: 0.0310361 | val_loss: 0.031079 | Time: 4623.72 ms
[2021-07-06 17:01:19 main:574] : INFO : Epoch 1930 | loss: 0.031039 | val_loss: 0.0310687 | Time: 4631.36 ms
[2021-07-06 17:01:23 main:574] : INFO : Epoch 1931 | loss: 0.0310354 | val_loss: 0.0310703 | Time: 4620.31 ms
[2021-07-06 17:01:28 main:574] : INFO : Epoch 1932 | loss: 0.0310368 | val_loss: 0.0310746 | Time: 4601.25 ms
[2021-07-06 17:01:33 main:574] : INFO : Epoch 1933 | loss: 0.0310353 | val_loss: 0.0310808 | Time: 4613.1 ms
[2021-07-06 17:01:37 main:574] : INFO : Epoch 1934 | loss: 0.0310378 | val_loss: 0.0310734 | Time: 4619.23 ms
[2021-07-06 17:01:42 main:574] : INFO : Epoch 1935 | loss: 0.0310342 | val_loss: 0.0310734 | Time: 4650.84 ms
[2021-07-06 17:01:47 main:574] : INFO : Epoch 1936 | loss: 0.0310317 | val_loss: 0.0310753 | Time: 4697 ms
[2021-07-06 17:01:51 main:574] : INFO : Epoch 1937 | loss: 0.0310325 | val_loss: 0.0310855 | Time: 4616.25 ms
[2021-07-06 17:01:56 main:574] : INFO : Epoch 1938 | loss: 0.0310304 | val_loss: 0.0310754 | Time: 4636.12 ms
[2021-07-06 17:02:00 main:574] : INFO : Epoch 1939 | loss: 0.0310301 | val_loss: 0.0310737 | Time: 4628.77 ms
[2021-07-06 17:02:05 main:574] : INFO : Epoch 1940 | loss: 0.0310288 | val_loss: 0.0310749 | Time: 4619.7 ms
[2021-07-06 17:02:10 main:574] : INFO : Epoch 1941 | loss: 0.0310279 | val_loss: 0.0310806 | Time: 4612.26 ms
[2021-07-06 17:02:14 main:574] : INFO : Epoch 1942 | loss: 0.0310274 | val_loss: 0.031074 | Time: 4620.66 ms
[2021-07-06 17:02:19 main:574] : INFO : Epoch 1943 | loss: 0.031024 | val_loss: 0.0310824 | Time: 4710.56 ms
[2021-07-06 17:02:24 main:574] : INFO : Epoch 1944 | loss: 0.0310252 | val_loss: 0.031073 | Time: 4766.27 ms
[2021-07-06 17:02:28 main:574] : INFO : Epoch 1945 | loss: 0.0310263 | val_loss: 0.0310747 | Time: 4591.56 ms
[2021-07-06 17:02:33 main:574] : INFO : Epoch 1946 | loss: 0.0310254 | val_loss: 0.0310742 | Time: 4537.42 ms
[2021-07-06 17:02:37 main:574] : INFO : Epoch 1947 | loss: 0.0310241 | val_loss: 0.0310747 | Time: 4539.63 ms
[2021-07-06 17:02:42 main:574] : INFO : Epoch 1948 | loss: 0.0310251 | val_loss: 0.0310813 | Time: 4577.82 ms
[2021-07-06 17:02:47 main:574] : INFO : Epoch 1949 | loss: 0.031025 | val_loss: 0.0310803 | Time: 4527.44 ms
[2021-07-06 17:02:51 main:574] : INFO : Epoch 1950 | loss: 0.0310246 | val_loss: 0.0310767 | Time: 4562.19 ms
[2021-07-06 17:02:56 main:574] : INFO : Epoch 1951 | loss: 0.0310243 | val_loss: 0.0310757 | Time: 4517.31 ms
[2021-07-06 17:03:00 main:574] : INFO : Epoch 1952 | loss: 0.0310211 | val_loss: 0.0310782 | Time: 4524.54 ms
[2021-07-06 17:03:05 main:574] : INFO : Epoch 1953 | loss: 0.0310224 | val_loss: 0.0310801 | Time: 4520.31 ms
[2021-07-06 17:03:09 main:574] : INFO : Epoch 1954 | loss: 0.0310236 | val_loss: 0.0310755 | Time: 4516.97 ms
[2021-07-06 17:03:14 main:574] : INFO : Epoch 1955 | loss: 0.031024 | val_loss: 0.0310736 | Time: 4522.14 ms
[2021-07-06 17:03:18 main:574] : INFO : Epoch 1956 | loss: 0.0310214 | val_loss: 0.0310754 | Time: 4521.49 ms
[2021-07-06 17:03:23 main:574] : INFO : Epoch 1957 | loss: 0.0310199 | val_loss: 0.0310862 | Time: 4569.93 ms
[2021-07-06 17:03:27 main:574] : INFO : Epoch 1958 | loss: 0.0310182 | val_loss: 0.0310791 | Time: 4535.56 ms
[2021-07-06 17:03:32 main:574] : INFO : Epoch 1959 | loss: 0.0310172 | val_loss: 0.0310918 | Time: 4608.32 ms
[2021-07-06 17:03:37 main:574] : INFO : Epoch 1960 | loss: 0.031018 | val_loss: 0.0310827 | Time: 4511.38 ms
[2021-07-06 17:03:41 main:574] : INFO : Epoch 1961 | loss: 0.0310217 | val_loss: 0.0310832 | Time: 4514.78 ms
[2021-07-06 17:03:46 main:574] : INFO : Epoch 1962 | loss: 0.0310201 | val_loss: 0.0310753 | Time: 4525.86 ms
[2021-07-06 17:03:50 main:574] : INFO : Epoch 1963 | loss: 0.0310178 | val_loss: 0.0310802 | Time: 4516.79 ms
[2021-07-06 17:03:55 main:574] : INFO : Epoch 1964 | loss: 0.0310179 | val_loss: 0.0310748 | Time: 4525.82 ms
[2021-07-06 17:03:59 main:574] : INFO : Epoch 1965 | loss: 0.0310152 | val_loss: 0.0310798 | Time: 4519.12 ms
[2021-07-06 17:04:04 main:574] : INFO : Epoch 1966 | loss: 0.0310267 | val_loss: 0.0310766 | Time: 4523.2 ms
[2021-07-06 17:04:08 main:574] : INFO : Epoch 1967 | loss: 0.0310305 | val_loss: 0.0310758 | Time: 4510.87 ms
[2021-07-06 17:04:13 main:574] : INFO : Epoch 1968 | loss: 0.0310271 | val_loss: 0.0310837 | Time: 4524.4 ms
[2021-07-06 17:04:17 main:574] : INFO : Epoch 1969 | loss: 0.0310248 | val_loss: 0.0310755 | Time: 4514.4 ms
[2021-07-06 17:04:22 main:574] : INFO : Epoch 1970 | loss: 0.0310243 | val_loss: 0.0310732 | Time: 4515.97 ms
[2021-07-06 17:04:26 main:574] : INFO : Epoch 1971 | loss: 0.0310255 | val_loss: 0.0310727 | Time: 4523.71 ms
[2021-07-06 17:04:31 main:574] : INFO : Epoch 1972 | loss: 0.0310245 | val_loss: 0.0310751 | Time: 4506.36 ms
[2021-07-06 17:04:35 main:574] : INFO : Epoch 1973 | loss: 0.0310227 | val_loss: 0.0310745 | Time: 4525.55 ms
[2021-07-06 17:04:40 main:574] : INFO : Epoch 1974 | loss: 0.0310213 | val_loss: 0.0310743 | Time: 4518.77 ms
[2021-07-06 17:04:44 main:574] : INFO : Epoch 1975 | loss: 0.031021 | val_loss: 0.031068 | Time: 4531.53 ms
[2021-07-06 17:04:49 main:574] : INFO : Epoch 1976 | loss: 0.0310264 | val_loss: 0.0310789 | Time: 4520.36 ms
[2021-07-06 17:04:54 main:574] : INFO : Epoch 1977 | loss: 0.0310292 | val_loss: 0.0310762 | Time: 4509.14 ms
[2021-07-06 17:04:58 main:574] : INFO : Epoch 1978 | loss: 0.0310253 | val_loss: 0.0310741 | Time: 4518.27 ms
[2021-07-06 17:05:03 main:574] : INFO : Epoch 1979 | loss: 0.0310235 | val_loss: 0.0310789 | Time: 4521.17 ms
[2021-07-06 17:05:07 main:574] : INFO : Epoch 1980 | loss: 0.0310245 | val_loss: 0.0310785 | Time: 4523.11 ms
[2021-07-06 17:05:12 main:574] : INFO : Epoch 1981 | loss: 0.0310238 | val_loss: 0.0310827 | Time: 4520.79 ms
[2021-07-06 17:05:16 main:574] : INFO : Epoch 1982 | loss: 0.0310245 | val_loss: 0.0310769 | Time: 4514.98 ms
[2021-07-06 17:05:21 main:574] : INFO : Epoch 1983 | loss: 0.0310388 | val_loss: 0.0310835 | Time: 4520.26 ms
[2021-07-06 17:05:25 main:574] : INFO : Epoch 1984 | loss: 0.0310541 | val_loss: 0.0310779 | Time: 4524.89 ms
[2021-07-06 17:05:30 main:574] : INFO : Epoch 1985 | loss: 0.0310429 | val_loss: 0.0310752 | Time: 4520.57 ms
[2021-07-06 17:05:34 main:574] : INFO : Epoch 1986 | loss: 0.031035 | val_loss: 0.0310752 | Time: 4521 ms
[2021-07-06 17:05:39 main:574] : INFO : Epoch 1987 | loss: 0.0310311 | val_loss: 0.0310761 | Time: 4513.08 ms
[2021-07-06 17:05:43 main:574] : INFO : Epoch 1988 | loss: 0.0310308 | val_loss: 0.0310767 | Time: 4515.37 ms
[2021-07-06 17:05:48 main:574] : INFO : Epoch 1989 | loss: 0.031031 | val_loss: 0.0310679 | Time: 4521.37 ms
[2021-07-06 17:05:52 main:574] : INFO : Epoch 1990 | loss: 0.0310293 | val_loss: 0.0310674 | Time: 4525.8 ms
[2021-07-06 17:05:57 main:574] : INFO : Epoch 1991 | loss: 0.0310284 | val_loss: 0.0310711 | Time: 4515.62 ms
[2021-07-06 17:06:01 main:574] : INFO : Epoch 1992 | loss: 0.0310279 | val_loss: 0.0310795 | Time: 4527.54 ms
[2021-07-06 17:06:06 main:574] : INFO : Epoch 1993 | loss: 0.0310316 | val_loss: 0.0310725 | Time: 4523.61 ms
[2021-07-06 17:06:10 main:574] : INFO : Epoch 1994 | loss: 0.0310321 | val_loss: 0.0310752 | Time: 4531.92 ms
[2021-07-06 17:06:15 main:574] : INFO : Epoch 1995 | loss: 0.0310321 | val_loss: 0.0310814 | Time: 4513.95 ms
[2021-07-06 17:06:20 main:574] : INFO : Epoch 1996 | loss: 0.0310273 | val_loss: 0.0310783 | Time: 4522.7 ms
[2021-07-06 17:06:24 main:574] : INFO : Epoch 1997 | loss: 0.0310312 | val_loss: 0.0310801 | Time: 4525.19 ms
[2021-07-06 17:06:29 main:574] : INFO : Epoch 1998 | loss: 0.031033 | val_loss: 0.0310726 | Time: 4516.34 ms
[2021-07-06 17:06:33 main:574] : INFO : Epoch 1999 | loss: 0.0310327 | val_loss: 0.0310756 | Time: 4519.6 ms
[2021-07-06 17:06:38 main:574] : INFO : Epoch 2000 | loss: 0.0310271 | val_loss: 0.0310754 | Time: 4519.32 ms
[2021-07-06 17:06:42 main:574] : INFO : Epoch 2001 | loss: 0.0310263 | val_loss: 0.0310827 | Time: 4526.68 ms
[2021-07-06 17:06:47 main:574] : INFO : Epoch 2002 | loss: 0.0310302 | val_loss: 0.0310803 | Time: 4511.96 ms
[2021-07-06 17:06:51 main:574] : INFO : Epoch 2003 | loss: 0.0310254 | val_loss: 0.0310749 | Time: 4520.97 ms
[2021-07-06 17:06:56 main:574] : INFO : Epoch 2004 | loss: 0.0310203 | val_loss: 0.0310737 | Time: 4527.6 ms
[2021-07-06 17:07:00 main:574] : INFO : Epoch 2005 | loss: 0.0310211 | val_loss: 0.0310759 | Time: 4522.78 ms
[2021-07-06 17:07:05 main:574] : INFO : Epoch 2006 | loss: 0.0310199 | val_loss: 0.0310801 | Time: 4516.08 ms
[2021-07-06 17:07:09 main:574] : INFO : Epoch 2007 | loss: 0.0310228 | val_loss: 0.031085 | Time: 4517.9 ms
[2021-07-06 17:07:14 main:574] : INFO : Epoch 2008 | loss: 0.0310243 | val_loss: 0.0310671 | Time: 4530.17 ms
[2021-07-06 17:07:18 main:574] : INFO : Epoch 2009 | loss: 0.0310253 | val_loss: 0.0310735 | Time: 4524.95 ms
[2021-07-06 17:07:23 main:574] : INFO : Epoch 2010 | loss: 0.0310193 | val_loss: 0.0310733 | Time: 4518.23 ms
[2021-07-06 17:07:27 main:574] : INFO : Epoch 2011 | loss: 0.0310228 | val_loss: 0.0310682 | Time: 4517.98 ms
[2021-07-06 17:07:32 main:574] : INFO : Epoch 2012 | loss: 0.031022 | val_loss: 0.0310711 | Time: 4521.83 ms
[2021-07-06 17:07:37 main:574] : INFO : Epoch 2013 | loss: 0.03102 | val_loss: 0.0310678 | Time: 4529.86 ms
[2021-07-06 17:07:41 main:574] : INFO : Epoch 2014 | loss: 0.0310181 | val_loss: 0.0310718 | Time: 4519.44 ms
[2021-07-06 17:07:46 main:574] : INFO : Epoch 2015 | loss: 0.0310173 | val_loss: 0.0310709 | Time: 4516.8 ms
[2021-07-06 17:07:50 main:574] : INFO : Epoch 2016 | loss: 0.0310167 | val_loss: 0.031071 | Time: 4522.16 ms
[2021-07-06 17:07:55 main:574] : INFO : Epoch 2017 | loss: 0.0310145 | val_loss: 0.0310701 | Time: 4523.31 ms
[2021-07-06 17:07:59 main:574] : INFO : Epoch 2018 | loss: 0.0310149 | val_loss: 0.0310715 | Time: 4521.7 ms
[2021-07-06 17:08:04 main:574] : INFO : Epoch 2019 | loss: 0.0310162 | val_loss: 0.0310702 | Time: 4518.21 ms
[2021-07-06 17:08:08 main:574] : INFO : Epoch 2020 | loss: 0.0310191 | val_loss: 0.0310761 | Time: 4528.76 ms
[2021-07-06 17:08:13 main:574] : INFO : Epoch 2021 | loss: 0.0310264 | val_loss: 0.031074 | Time: 4515.37 ms
[2021-07-06 17:08:17 main:574] : INFO : Epoch 2022 | loss: 0.0310373 | val_loss: 0.0310834 | Time: 4514.99 ms
[2021-07-06 17:08:22 main:574] : INFO : Epoch 2023 | loss: 0.0310327 | val_loss: 0.0310772 | Time: 4527.3 ms
[2021-07-06 17:08:26 main:574] : INFO : Epoch 2024 | loss: 0.0310313 | val_loss: 0.0310767 | Time: 4521.61 ms
[2021-07-06 17:08:31 main:574] : INFO : Epoch 2025 | loss: 0.0310337 | val_loss: 0.0310761 | Time: 4519.23 ms
[2021-07-06 17:08:35 main:574] : INFO : Epoch 2026 | loss: 0.0310288 | val_loss: 0.0310729 | Time: 4522.57 ms
[2021-07-06 17:08:40 main:574] : INFO : Epoch 2027 | loss: 0.031032 | val_loss: 0.0310846 | Time: 4523.43 ms
[2021-07-06 17:08:44 main:574] : INFO : Epoch 2028 | loss: 0.0310244 | val_loss: 0.0310763 | Time: 4515.47 ms
[2021-07-06 17:08:49 main:574] : INFO : Epoch 2029 | loss: 0.0310192 | val_loss: 0.0310758 | Time: 4522.84 ms
[2021-07-06 17:08:53 main:574] : INFO : Epoch 2030 | loss: 0.0310176 | val_loss: 0.0310718 | Time: 4514.4 ms
[2021-07-06 17:08:58 main:574] : INFO : Epoch 2031 | loss: 0.0310142 | val_loss: 0.0310855 | Time: 4519.3 ms
[2021-07-06 17:09:03 main:574] : INFO : Epoch 2032 | loss: 0.0310158 | val_loss: 0.0310791 | Time: 4524.1 ms
[2021-07-06 17:09:07 main:574] : INFO : Epoch 2033 | loss: 0.0310138 | val_loss: 0.031071 | Time: 4514.36 ms
[2021-07-06 17:09:12 main:574] : INFO : Epoch 2034 | loss: 0.031013 | val_loss: 0.0310813 | Time: 4513.58 ms
[2021-07-06 17:09:16 main:574] : INFO : Epoch 2035 | loss: 0.0310181 | val_loss: 0.0310779 | Time: 4513.36 ms
[2021-07-06 17:09:21 main:574] : INFO : Epoch 2036 | loss: 0.0310188 | val_loss: 0.0310871 | Time: 4521.22 ms
[2021-07-06 17:09:25 main:574] : INFO : Epoch 2037 | loss: 0.0310176 | val_loss: 0.0310735 | Time: 4519.11 ms
[2021-07-06 17:09:30 main:574] : INFO : Epoch 2038 | loss: 0.0310175 | val_loss: 0.0310859 | Time: 4523.06 ms
[2021-07-06 17:09:34 main:574] : INFO : Epoch 2039 | loss: 0.0310159 | val_loss: 0.0310756 | Time: 4524.13 ms
[2021-07-06 17:09:39 main:574] : INFO : Epoch 2040 | loss: 0.0310103 | val_loss: 0.0310783 | Time: 4515.49 ms
[2021-07-06 17:09:43 main:574] : INFO : Epoch 2041 | loss: 0.0310129 | val_loss: 0.0310824 | Time: 4511.53 ms
[2021-07-06 17:09:48 main:574] : INFO : Epoch 2042 | loss: 0.0310128 | val_loss: 0.031078 | Time: 4517.64 ms
[2021-07-06 17:09:52 main:574] : INFO : Epoch 2043 | loss: 0.0310094 | val_loss: 0.0310728 | Time: 4522.02 ms
[2021-07-06 17:09:57 main:574] : INFO : Epoch 2044 | loss: 0.0310121 | val_loss: 0.0310731 | Time: 4520.12 ms
[2021-07-06 17:10:01 main:574] : INFO : Epoch 2045 | loss: 0.0310121 | val_loss: 0.0310684 | Time: 4520.38 ms
[2021-07-06 17:10:06 main:574] : INFO : Epoch 2046 | loss: 0.0310177 | val_loss: 0.0310775 | Time: 4521.33 ms
[2021-07-06 17:10:10 main:574] : INFO : Epoch 2047 | loss: 0.0310185 | val_loss: 0.0310783 | Time: 4521.66 ms
[2021-07-06 17:10:15 main:574] : INFO : Epoch 2048 | loss: 0.0310166 | val_loss: 0.0310693 | Time: 4513.8 ms
[2021-07-06 17:10:15 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0310693
[2021-07-06 17:10:15 main:603] : INFO : Saving end state to config to file
[2021-07-06 17:10:15 main:608] : INFO : Success, exiting..
17:10:15 (13328): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)