Task 9706960
| Name | ParityModified-1638634063-32041-1-0_0 |
| Workunit | 7104235 |
| Created | 11 Dec 2021, 19:26:03 UTC |
| Sent | 17 Dec 2021, 14:07:35 UTC |
| Report deadline | 25 Dec 2021, 14:07:35 UTC |
| Received | 19 Dec 2021, 14:01:04 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 157 |
| Run time | 10 hours 17 min 22 sec |
| CPU time | 6 hours 39 min 33 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,474.06 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 2021-12-19 04:34:25 main:574] : INFO : Epoch 1542 | loss: 0.0311248 | val_loss: 0.0311876 | Time: 21022.4 ms [2021-12-19 04:34:44 main:574] : INFO : Epoch 1543 | loss: 0.0311222 | val_loss: 0.0311856 | Time: 19354.6 ms [2021-12-19 04:35:05 main:574] : INFO : Epoch 1544 | loss: 0.0311221 | val_loss: 0.03119 | Time: 21073.3 ms [2021-12-19 04:35:27 main:574] : INFO : Epoch 1545 | loss: 0.0311194 | val_loss: 0.0311882 | Time: 21537.2 ms [2021-12-19 04:35:49 main:574] : INFO : Epoch 1546 | loss: 0.0311186 | val_loss: 0.031187 | Time: 21826.1 ms [2021-12-19 04:36:10 main:574] : INFO : Epoch 1547 | loss: 0.0311228 | val_loss: 0.0311904 | Time: 21335.2 ms [2021-12-19 04:36:31 main:574] : INFO : Epoch 1548 | loss: 0.0311235 | val_loss: 0.0311874 | Time: 20743.5 ms [2021-12-19 04:36:52 main:574] : INFO : Epoch 1549 | loss: 0.031129 | val_loss: 0.0311891 | Time: 20875.5 ms [2021-12-19 04:37:13 main:574] : INFO : Epoch 1550 | loss: 0.0311239 | val_loss: 0.0311846 | Time: 20660.5 ms [2021-12-19 04:37:33 main:574] : INFO : Epoch 1551 | loss: 0.03112 | val_loss: 0.0311838 | Time: 20254.7 ms [2021-12-19 04:37:53 main:574] : INFO : Epoch 1552 | loss: 0.0311174 | val_loss: 0.0311881 | Time: 19661.9 ms [2021-12-19 04:38:12 main:574] : INFO : Epoch 1553 | loss: 0.0311155 | val_loss: 0.0311936 | Time: 19806.5 ms [2021-12-19 04:38:33 main:574] : INFO : Epoch 1554 | loss: 0.0311196 | val_loss: 0.0311885 | Time: 20014.3 ms [2021-12-19 04:38:52 main:574] : INFO : Epoch 1555 | loss: 0.031118 | val_loss: 0.0311988 | Time: 19824.9 ms [2021-12-19 04:39:13 main:574] : INFO : Epoch 1556 | loss: 0.0311266 | val_loss: 0.0311926 | Time: 20766.3 ms [2021-12-19 04:39:33 main:574] : INFO : Epoch 1557 | loss: 0.0311259 | val_loss: 0.0311979 | Time: 19612.4 ms [2021-12-19 04:39:53 main:574] : INFO : Epoch 1558 | loss: 0.0311269 | val_loss: 0.0311928 | Time: 20276.9 ms [2021-12-19 04:40:11 main:574] : INFO : Epoch 1559 | loss: 0.0311286 | val_loss: 0.0311918 | Time: 18202.7 ms [2021-12-19 04:40:30 main:574] : INFO : Epoch 1560 | loss: 0.031128 | val_loss: 0.0311927 | Time: 18765.2 ms [2021-12-19 04:40:48 main:574] : INFO : Epoch 1561 | loss: 0.0311295 | val_loss: 0.0311861 | Time: 17916.8 ms [2021-12-19 04:41:07 main:574] : INFO : Epoch 1562 | loss: 0.0311248 | val_loss: 0.0311915 | Time: 18233.7 ms [2021-12-19 04:41:29 main:574] : INFO : Epoch 1563 | loss: 0.031121 | val_loss: 0.0311963 | Time: 21809.2 ms [2021-12-19 04:41:47 main:574] : INFO : Epoch 1564 | loss: 0.0311207 | val_loss: 0.0311998 | Time: 18070.9 ms [2021-12-19 04:42:04 main:574] : INFO : Epoch 1565 | loss: 0.031119 | val_loss: 0.0311935 | Time: 16859.5 ms [2021-12-19 04:42:23 main:574] : INFO : Epoch 1566 | loss: 0.0311203 | val_loss: 0.031186 | Time: 18957.3 ms [2021-12-19 04:42:41 main:574] : INFO : Epoch 1567 | loss: 0.0311291 | val_loss: 0.0311898 | Time: 17848 ms [2021-12-19 04:43:00 main:574] : INFO : Epoch 1568 | loss: 0.0311209 | val_loss: 0.0311906 | Time: 19402.9 ms [2021-12-19 04:43:26 main:574] : INFO : Epoch 1569 | loss: 0.0311239 | val_loss: 0.0311933 | Time: 25586.3 ms [2021-12-19 04:43:43 main:574] : INFO : Epoch 1570 | loss: 0.0311244 | val_loss: 0.0311866 | Time: 17651.4 ms [2021-12-19 04:44:01 main:574] : INFO : Epoch 1571 | loss: 0.0311208 | val_loss: 0.0311858 | Time: 18025.3 ms [2021-12-19 04:44:19 main:574] : INFO : Epoch 1572 | loss: 0.0311212 | val_loss: 0.0311869 | Time: 17652.1 ms [2021-12-19 04:44:38 main:574] : INFO : Epoch 1573 | loss: 0.0311215 | val_loss: 0.0311846 | Time: 18947.2 ms [2021-12-19 04:45:00 main:574] : INFO : Epoch 1574 | loss: 0.031122 | val_loss: 0.0311914 | Time: 21815.1 ms [2021-12-19 04:45:18 main:574] : INFO : Epoch 1575 | loss: 0.0311191 | val_loss: 0.0311858 | Time: 17937.7 ms [2021-12-19 04:45:35 main:574] : INFO : Epoch 1576 | loss: 0.0311154 | val_loss: 0.0311873 | Time: 16803 ms [2021-12-19 04:45:53 main:574] : INFO : Epoch 1577 | loss: 0.031115 | val_loss: 0.0311893 | Time: 18268.8 ms [2021-12-19 04:46:11 main:574] : INFO : Epoch 1578 | loss: 0.031113 | val_loss: 0.0311917 | Time: 17826.4 ms [2021-12-19 04:46:29 main:574] : INFO : Epoch 1579 | loss: 0.0311136 | val_loss: 0.031189 | Time: 18242.4 ms [2021-12-19 04:46:52 main:574] : INFO : Epoch 1580 | loss: 0.0311147 | val_loss: 0.0311938 | Time: 22219.5 ms [2021-12-19 04:47:10 main:574] : INFO : Epoch 1581 | loss: 0.0311205 | val_loss: 0.031185 | Time: 18216.3 ms [2021-12-19 04:47:28 main:574] : INFO : Epoch 1582 | loss: 0.0311214 | val_loss: 0.0311854 | Time: 17496 ms [2021-12-19 04:47:45 main:574] : INFO : Epoch 1583 | loss: 0.0311202 | val_loss: 0.0311828 | Time: 17184.3 ms [2021-12-19 04:48:03 main:574] : INFO : Epoch 1584 | loss: 0.0311194 | val_loss: 0.0311914 | Time: 18351 ms [2021-12-19 04:48:23 main:574] : INFO : Epoch 1585 | loss: 0.0311223 | val_loss: 0.0311827 | Time: 19942.4 ms [2021-12-19 04:48:43 main:574] : INFO : Epoch 1586 | loss: 0.0311163 | val_loss: 0.0311861 | Time: 20146.2 ms [2021-12-19 04:49:03 main:574] : INFO : Epoch 1587 | loss: 0.0311129 | val_loss: 0.0311861 | Time: 19342.2 ms [2021-12-19 04:49:21 main:574] : INFO : Epoch 1588 | loss: 0.0311137 | val_loss: 0.0311956 | Time: 17697.4 ms [2021-12-19 04:49:39 main:574] : INFO : Epoch 1589 | loss: 0.0311146 | val_loss: 0.0311891 | Time: 17857.5 ms [2021-12-19 04:49:57 main:574] : INFO : Epoch 1590 | loss: 0.0311418 | val_loss: 0.0311887 | Time: 18035.7 ms [2021-12-19 04:50:16 main:574] : INFO : Epoch 1591 | loss: 0.0311422 | val_loss: 0.0311947 | Time: 19596.9 ms [2021-12-19 04:50:38 main:574] : INFO : Epoch 1592 | loss: 0.0311358 | val_loss: 0.0311868 | Time: 21279.8 ms [2021-12-19 04:50:56 main:574] : INFO : Epoch 1593 | loss: 0.0311282 | val_loss: 0.0311877 | Time: 17994 ms [2021-12-19 04:51:13 main:574] : INFO : Epoch 1594 | loss: 0.0311253 | val_loss: 0.0311821 | Time: 17474.2 ms [2021-12-19 04:51:32 main:574] : INFO : Epoch 1595 | loss: 0.0311225 | val_loss: 0.0311893 | Time: 18301.5 ms [2021-12-19 04:51:50 main:574] : INFO : Epoch 1596 | loss: 0.0311258 | val_loss: 0.0311806 | Time: 17792.8 ms [2021-12-19 04:52:13 main:574] : INFO : Epoch 1597 | loss: 0.0311229 | val_loss: 0.0311843 | Time: 23716.5 ms [2021-12-19 04:52:34 main:574] : INFO : Epoch 1598 | loss: 0.0311223 | val_loss: 0.0311905 | Time: 20317.9 ms [2021-12-19 04:52:53 main:574] : INFO : Epoch 1599 | loss: 0.031119 | val_loss: 0.031189 | Time: 19082.4 ms [2021-12-19 04:53:10 main:574] : INFO : Epoch 1600 | loss: 0.0311208 | val_loss: 0.0311945 | Time: 16984.3 ms [2021-12-19 04:53:28 main:574] : INFO : Epoch 1601 | loss: 0.0311181 | val_loss: 0.0311922 | Time: 17877.3 ms [2021-12-19 04:53:45 main:574] : INFO : Epoch 1602 | loss: 0.0311158 | val_loss: 0.0311885 | Time: 17418.3 ms [2021-12-19 04:54:04 main:574] : INFO : Epoch 1603 | loss: 0.0311155 | val_loss: 0.0311951 | Time: 18520.4 ms [2021-12-19 04:54:27 main:574] : INFO : Epoch 1604 | loss: 0.0311171 | val_loss: 0.0311928 | Time: 23212.1 ms [2021-12-19 04:54:46 main:574] : INFO : Epoch 1605 | loss: 0.0311146 | val_loss: 0.0311915 | Time: 19280.1 ms [2021-12-19 04:55:04 main:574] : INFO : Epoch 1606 | loss: 0.0311113 | val_loss: 0.0311942 | Time: 17737.1 ms [2021-12-19 04:55:23 main:574] : INFO : Epoch 1607 | loss: 0.0311136 | val_loss: 0.0311885 | Time: 18523.9 ms [2021-12-19 04:55:41 main:574] : INFO : Epoch 1608 | loss: 0.0311156 | val_loss: 0.0311919 | Time: 18198.6 ms [2021-12-19 04:56:00 main:574] : INFO : Epoch 1609 | loss: 0.0311126 | val_loss: 0.0311986 | Time: 18509.4 ms [2021-12-19 04:56:21 main:574] : INFO : Epoch 1610 | loss: 0.031114 | val_loss: 0.0311911 | Time: 20720.2 ms [2021-12-19 04:56:41 main:574] : INFO : Epoch 1611 | loss: 0.0311114 | val_loss: 0.0311991 | Time: 20481.9 ms [2021-12-19 04:57:00 main:574] : INFO : Epoch 1612 | loss: 0.0311132 | val_loss: 0.0311915 | Time: 18363.3 ms [2021-12-19 04:57:17 main:574] : INFO : Epoch 1613 | loss: 0.031113 | val_loss: 0.0311935 | Time: 17255.7 ms [2021-12-19 04:57:34 main:574] : INFO : Epoch 1614 | loss: 0.0311107 | val_loss: 0.0311923 | Time: 17498.9 ms [2021-12-19 04:57:53 main:574] : INFO : Epoch 1615 | loss: 0.0311113 | val_loss: 0.0311953 | Time: 18962.5 ms [2021-12-19 04:58:12 main:574] : INFO : Epoch 1616 | loss: 0.0311115 | val_loss: 0.0311916 | Time: 18480.6 ms [2021-12-19 04:58:34 main:574] : INFO : Epoch 1617 | loss: 0.031111 | val_loss: 0.0311955 | Time: 22091.6 ms [2021-12-19 04:58:53 main:574] : INFO : Epoch 1618 | loss: 0.0311103 | val_loss: 0.0311906 | Time: 18828.6 ms [2021-12-19 04:59:11 main:574] : INFO : Epoch 1619 | loss: 0.0311283 | val_loss: 0.0311934 | Time: 17958.7 ms [2021-12-19 04:59:29 main:574] : INFO : Epoch 1620 | loss: 0.0311283 | val_loss: 0.0311832 | Time: 17501.4 ms [2021-12-19 04:59:46 main:574] : INFO : Epoch 1621 | loss: 0.031122 | val_loss: 0.0311961 | Time: 17686.2 ms [2021-12-19 05:00:05 main:574] : INFO : Epoch 1622 | loss: 0.0311205 | val_loss: 0.0311926 | Time: 18295 ms [2021-12-19 05:00:27 main:574] : INFO : Epoch 1623 | loss: 0.0311164 | val_loss: 0.031188 | Time: 21941.4 ms [2021-12-19 05:00:47 main:574] : INFO : Epoch 1624 | loss: 0.031115 | val_loss: 0.031189 | Time: 19891.8 ms [2021-12-19 05:01:05 main:574] : INFO : Epoch 1625 | loss: 0.0311273 | val_loss: 0.0311866 | Time: 18540.7 ms [2021-12-19 05:01:23 main:574] : INFO : Epoch 1626 | loss: 0.0311535 | val_loss: 0.0311854 | Time: 17905.6 ms [2021-12-19 05:01:41 main:574] : INFO : Epoch 1627 | loss: 0.0311503 | val_loss: 0.0311765 | Time: 17948.1 ms [2021-12-19 05:01:59 main:574] : INFO : Epoch 1628 | loss: 0.0311525 | val_loss: 0.031178 | Time: 17357.4 ms [2021-12-19 05:02:17 main:574] : INFO : Epoch 1629 | loss: 0.0311454 | val_loss: 0.0311758 | Time: 18186.7 ms [2021-12-19 05:02:40 main:574] : INFO : Epoch 1630 | loss: 0.0311408 | val_loss: 0.0311811 | Time: 22668.9 ms [2021-12-19 05:02:59 main:574] : INFO : Epoch 1631 | loss: 0.0311358 | val_loss: 0.0311796 | Time: 18882.5 ms [2021-12-19 05:03:16 main:574] : INFO : Epoch 1632 | loss: 0.031134 | val_loss: 0.0311822 | Time: 17546.8 ms [2021-12-19 05:03:35 main:574] : INFO : Epoch 1633 | loss: 0.0311351 | val_loss: 0.0311854 | Time: 18364.9 ms [2021-12-19 05:03:52 main:574] : INFO : Epoch 1634 | loss: 0.0311316 | val_loss: 0.0311877 | Time: 17535.4 ms [2021-12-19 05:04:10 main:574] : INFO : Epoch 1635 | loss: 0.0311295 | val_loss: 0.0311858 | Time: 17806.5 ms [2021-12-19 05:04:32 main:574] : INFO : Epoch 1636 | loss: 0.0311282 | val_loss: 0.0311873 | Time: 21195.4 ms [2021-12-19 05:04:51 main:574] : INFO : Epoch 1637 | loss: 0.0311257 | val_loss: 0.031186 | Time: 19849.6 ms [2021-12-19 05:05:10 main:574] : INFO : Epoch 1638 | loss: 0.0311246 | val_loss: 0.0311919 | Time: 18105.4 ms [2021-12-19 05:05:27 main:574] : INFO : Epoch 1639 | loss: 0.0311232 | val_loss: 0.031186 | Time: 17396.9 ms [2021-12-19 05:05:45 main:574] : INFO : Epoch 1640 | loss: 0.0311201 | val_loss: 0.0311873 | Time: 18198.9 ms [2021-12-19 05:06:04 main:574] : INFO : Epoch 1641 | loss: 0.0311184 | val_loss: 0.0311849 | Time: 18720.9 ms [2021-12-19 05:06:22 main:574] : INFO : Epoch 1642 | loss: 0.0311168 | val_loss: 0.0311908 | Time: 18167.1 ms [2021-12-19 05:06:45 main:574] : INFO : Epoch 1643 | loss: 0.031115 | val_loss: 0.0311907 | Time: 22727.1 ms [2021-12-19 05:07:04 main:574] : INFO : Epoch 1644 | loss: 0.0311153 | val_loss: 0.0311935 | Time: 19149.7 ms [2021-12-19 05:07:22 main:574] : INFO : Epoch 1645 | loss: 0.0311193 | val_loss: 0.0311962 | Time: 17722.5 ms [2021-12-19 05:07:39 main:574] : INFO : Epoch 1646 | loss: 0.0311259 | val_loss: 0.0311868 | Time: 16970.9 ms [2021-12-19 05:07:57 main:574] : INFO : Epoch 1647 | loss: 0.0311226 | val_loss: 0.0311906 | Time: 17246.3 ms [2021-12-19 05:08:16 main:574] : INFO : Epoch 1648 | loss: 0.0311206 | val_loss: 0.0311917 | Time: 19017.5 ms [2021-12-19 05:08:36 main:574] : INFO : Epoch 1649 | loss: 0.031124 | val_loss: 0.0311899 | Time: 20367.5 ms [2021-12-19 05:08:56 main:574] : INFO : Epoch 1650 | loss: 0.0311371 | val_loss: 0.0311924 | Time: 19903.8 ms [2021-12-19 05:09:16 main:574] : INFO : Epoch 1651 | loss: 0.0311449 | val_loss: 0.0311989 | Time: 19914.5 ms [2021-12-19 05:09:34 main:574] : INFO : Epoch 1652 | loss: 0.0311424 | val_loss: 0.0311957 | Time: 17746.1 ms [2021-12-19 05:09:52 main:574] : INFO : Epoch 1653 | loss: 0.0311405 | val_loss: 0.0311901 | Time: 17781.1 ms [2021-12-19 05:10:10 main:574] : INFO : Epoch 1654 | loss: 0.0311345 | val_loss: 0.0311918 | Time: 17824.9 ms [2021-12-19 05:10:27 main:574] : INFO : Epoch 1655 | loss: 0.0311294 | val_loss: 0.0311973 | Time: 17293.9 ms [2021-12-19 05:10:49 main:574] : INFO : Epoch 1656 | loss: 0.0311288 | val_loss: 0.0311929 | Time: 21604.1 ms [2021-12-19 05:11:07 main:574] : INFO : Epoch 1657 | loss: 0.031132 | val_loss: 0.0311898 | Time: 18379.1 ms [2021-12-19 05:11:26 main:574] : INFO : Epoch 1658 | loss: 0.0311291 | val_loss: 0.0311942 | Time: 18570.6 ms [2021-12-19 05:11:43 main:574] : INFO : Epoch 1659 | loss: 0.0311403 | val_loss: 0.0311895 | Time: 16873.2 ms [2021-12-19 05:12:00 main:574] : INFO : Epoch 1660 | loss: 0.0311372 | val_loss: 0.0311927 | Time: 17815.7 ms [2021-12-19 05:12:18 main:574] : INFO : Epoch 1661 | loss: 0.0311394 | val_loss: 0.0311854 | Time: 17393.9 ms [2021-12-19 05:12:36 main:574] : INFO : Epoch 1662 | loss: 0.0311431 | val_loss: 0.0311897 | Time: 18434.9 ms [2021-12-19 05:12:58 main:574] : INFO : Epoch 1663 | loss: 0.0311366 | val_loss: 0.0311868 | Time: 21974.3 ms [2021-12-19 05:13:17 main:574] : INFO : Epoch 1664 | loss: 0.0311332 | val_loss: 0.0311867 | Time: 17962.5 ms [2021-12-19 05:13:34 main:574] : INFO : Epoch 1665 | loss: 0.0311447 | val_loss: 0.0311837 | Time: 17465.2 ms [2021-12-19 05:13:52 main:574] : INFO : Epoch 1666 | loss: 0.031145 | val_loss: 0.0311811 | Time: 17390.1 ms [2021-12-19 05:14:09 main:574] : INFO : Epoch 1667 | loss: 0.0311377 | val_loss: 0.0311866 | Time: 17669.5 ms [2021-12-19 05:14:27 main:574] : INFO : Epoch 1668 | loss: 0.0311326 | val_loss: 0.0311851 | Time: 17600.3 ms [2021-12-19 05:14:48 main:574] : INFO : Epoch 1669 | loss: 0.0311315 | val_loss: 0.0311913 | Time: 21330.9 ms [2021-12-19 05:15:06 main:574] : INFO : Epoch 1670 | loss: 0.0311293 | val_loss: 0.0311927 | Time: 18098.7 ms [2021-12-19 05:15:24 main:574] : INFO : Epoch 1671 | loss: 0.0311263 | val_loss: 0.0311916 | Time: 17496.2 ms [2021-12-19 05:15:42 main:574] : INFO : Epoch 1672 | loss: 0.0311266 | val_loss: 0.0311898 | Time: 17532.7 ms [2021-12-19 05:16:00 main:574] : INFO : Epoch 1673 | loss: 0.0311244 | val_loss: 0.0311932 | Time: 17884.2 ms [2021-12-19 05:16:17 main:574] : INFO : Epoch 1674 | loss: 0.0311249 | val_loss: 0.0311919 | Time: 17647.8 ms [2021-12-19 05:16:37 main:574] : INFO : Epoch 1675 | loss: 0.0311247 | val_loss: 0.0311927 | Time: 20111.8 ms [2021-12-19 05:16:57 main:574] : INFO : Epoch 1676 | loss: 0.0311229 | val_loss: 0.0311949 | Time: 19414.2 ms [2021-12-19 05:17:15 main:574] : INFO : Epoch 1677 | loss: 0.0311238 | val_loss: 0.0311904 | Time: 17519.2 ms [2021-12-19 05:17:32 main:574] : INFO : Epoch 1678 | loss: 0.0311222 | val_loss: 0.0311912 | Time: 17713.4 ms [2021-12-19 05:17:50 main:574] : INFO : Epoch 1679 | loss: 0.031128 | val_loss: 0.0311912 | Time: 17564.1 ms [2021-12-19 05:18:09 main:574] : INFO : Epoch 1680 | loss: 0.0311382 | val_loss: 0.0311875 | Time: 19016.8 ms [2021-12-19 05:18:29 main:574] : INFO : Epoch 1681 | loss: 0.0311307 | val_loss: 0.031191 | Time: 20194.2 ms [2021-12-19 05:18:51 main:574] : INFO : Epoch 1682 | loss: 0.0311242 | val_loss: 0.0311937 | Time: 21467.7 ms [2021-12-19 05:19:08 main:574] : INFO : Epoch 1683 | loss: 0.031123 | val_loss: 0.0311978 | Time: 17083.3 ms [2021-12-19 05:19:26 main:574] : INFO : Epoch 1684 | loss: 0.0311327 | val_loss: 0.0311895 | Time: 18001.1 ms [2021-12-19 05:19:44 main:574] : INFO : Epoch 1685 | loss: 0.0311471 | val_loss: 0.031192 | Time: 17537.8 ms [2021-12-19 05:20:02 main:574] : INFO : Epoch 1686 | loss: 0.0311445 | val_loss: 0.0311858 | Time: 17900.1 ms [2021-12-19 05:20:21 main:574] : INFO : Epoch 1687 | loss: 0.0311386 | val_loss: 0.0311897 | Time: 18798.1 ms [2021-12-19 05:20:42 main:574] : INFO : Epoch 1688 | loss: 0.0311352 | val_loss: 0.0311889 | Time: 21933.9 ms [2021-12-19 05:21:02 main:574] : INFO : Epoch 1689 | loss: 0.031131 | val_loss: 0.0311898 | Time: 18993.2 ms [2021-12-19 05:21:19 main:574] : INFO : Epoch 1690 | loss: 0.0311283 | val_loss: 0.0311878 | Time: 16991.1 ms [2021-12-19 05:21:37 main:574] : INFO : Epoch 1691 | loss: 0.0311259 | val_loss: 0.0311866 | Time: 18479.7 ms [2021-12-19 05:21:56 main:574] : INFO : Epoch 1692 | loss: 0.0311245 | val_loss: 0.0311959 | Time: 18625.9 ms [2021-12-19 05:22:14 main:574] : INFO : Epoch 1693 | loss: 0.0311236 | val_loss: 0.0311941 | Time: 18346.8 ms [2021-12-19 05:22:32 main:574] : INFO : Epoch 1694 | loss: 0.0311215 | val_loss: 0.0311847 | Time: 18201.4 ms [2021-12-19 05:22:54 main:574] : INFO : Epoch 1695 | loss: 0.031121 | val_loss: 0.0311921 | Time: 21688.6 ms [2021-12-19 05:23:12 main:574] : INFO : Epoch 1696 | loss: 0.0311191 | val_loss: 0.031192 | Time: 18186.8 ms [2021-12-19 05:23:29 main:574] : INFO : Epoch 1697 | loss: 0.0311226 | val_loss: 0.0311951 | Time: 16878.6 ms [2021-12-19 05:23:47 main:574] : INFO : Epoch 1698 | loss: 0.0311207 | val_loss: 0.0311884 | Time: 17526.5 ms [2021-12-19 05:24:05 main:574] : INFO : Epoch 1699 | loss: 0.0311383 | val_loss: 0.0311855 | Time: 18275.9 ms [2021-12-19 05:24:23 main:574] : INFO : Epoch 1700 | loss: 0.0311516 | val_loss: 0.0311877 | Time: 17521.4 ms [2021-12-19 05:24:39 main:574] : INFO : Epoch 1701 | loss: 0.0311504 | val_loss: 0.0312008 | Time: 16004.2 ms [2021-12-19 05:24:59 main:574] : INFO : Epoch 1702 | loss: 0.0311499 | val_loss: 0.0311862 | Time: 19591.3 ms [2021-12-19 05:25:16 main:574] : INFO : Epoch 1703 | loss: 0.0311406 | val_loss: 0.0311875 | Time: 17390.2 ms [2021-12-19 05:25:32 main:574] : INFO : Epoch 1704 | loss: 0.0311337 | val_loss: 0.0311812 | Time: 15730.9 ms [2021-12-19 05:25:47 main:574] : INFO : Epoch 1705 | loss: 0.0311314 | val_loss: 0.0311841 | Time: 15244.6 ms [2021-12-19 05:26:05 main:574] : INFO : Epoch 1706 | loss: 0.0311275 | val_loss: 0.0311874 | Time: 17482.1 ms [2021-12-19 05:26:25 main:574] : INFO : Epoch 1707 | loss: 0.031127 | val_loss: 0.0311844 | Time: 20270.4 ms [2021-12-19 05:26:44 main:574] : INFO : Epoch 1708 | loss: 0.0311257 | val_loss: 0.0311883 | Time: 18794.7 ms [2021-12-19 05:27:04 main:574] : INFO : Epoch 1709 | loss: 0.0311241 | val_loss: 0.0311948 | Time: 19460.3 ms [2021-12-19 05:27:21 main:574] : INFO : Epoch 1710 | loss: 0.0311281 | val_loss: 0.0311889 | Time: 17767.2 ms [2021-12-19 05:27:41 main:574] : INFO : Epoch 1711 | loss: 0.0311282 | val_loss: 0.0311935 | Time: 19253 ms [2021-12-19 05:27:59 main:574] : INFO : Epoch 1712 | loss: 0.0311249 | val_loss: 0.031192 | Time: 18262.9 ms [2021-12-19 05:28:18 main:574] : INFO : Epoch 1713 | loss: 0.0311234 | val_loss: 0.0311919 | Time: 18389.9 ms [2021-12-19 05:28:37 main:574] : INFO : Epoch 1714 | loss: 0.0311205 | val_loss: 0.0311903 | Time: 19587.7 ms [2021-12-19 05:28:54 main:574] : INFO : Epoch 1715 | loss: 0.0311223 | val_loss: 0.0311854 | Time: 16956 ms [2021-12-19 05:29:13 main:574] : INFO : Epoch 1716 | loss: 0.0311238 | val_loss: 0.0311904 | Time: 18552.4 ms [2021-12-19 05:29:32 main:574] : INFO : Epoch 1717 | loss: 0.0311236 | val_loss: 0.0311864 | Time: 18736.8 ms [2021-12-19 05:29:50 main:574] : INFO : Epoch 1718 | loss: 0.0311214 | val_loss: 0.0311904 | Time: 17889.6 ms [2021-12-19 05:30:08 main:574] : INFO : Epoch 1719 | loss: 0.0311244 | val_loss: 0.0311822 | Time: 18707 ms [2021-12-19 05:30:26 main:574] : INFO : Epoch 1720 | loss: 0.0311265 | val_loss: 0.031187 | Time: 17507.1 ms [2021-12-19 05:30:46 main:574] : INFO : Epoch 1721 | loss: 0.0311242 | val_loss: 0.0311937 | Time: 19650 ms [2021-12-19 05:31:05 main:574] : INFO : Epoch 1722 | loss: 0.0311258 | val_loss: 0.0311866 | Time: 19368.8 ms [2021-12-19 05:31:25 main:574] : INFO : Epoch 1723 | loss: 0.0311241 | val_loss: 0.0311848 | Time: 20178.9 ms [2021-12-19 05:31:45 main:574] : INFO : Epoch 1724 | loss: 0.0311243 | val_loss: 0.0311841 | Time: 19174.9 ms [2021-12-19 05:32:04 main:574] : INFO : Epoch 1725 | loss: 0.0311229 | val_loss: 0.031181 | Time: 19610.7 ms [2021-12-19 05:32:24 main:574] : INFO : Epoch 1726 | loss: 0.0311227 | val_loss: 0.0311863 | Time: 19396.9 ms [2021-12-19 05:32:43 main:574] : INFO : Epoch 1727 | loss: 0.031122 | val_loss: 0.031185 | Time: 18869.4 ms [2021-12-19 05:33:00 main:574] : INFO : Epoch 1728 | loss: 0.031122 | val_loss: 0.0311839 | Time: 17414.8 ms [2021-12-19 05:33:21 main:574] : INFO : Epoch 1729 | loss: 0.0311207 | val_loss: 0.031192 | Time: 20844.8 ms [2021-12-19 05:33:38 main:574] : INFO : Epoch 1730 | loss: 0.0311209 | val_loss: 0.0311904 | Time: 16884.5 ms [2021-12-19 05:33:58 main:574] : INFO : Epoch 1731 | loss: 0.0311198 | val_loss: 0.0311939 | Time: 19508.2 ms [2021-12-19 05:34:15 main:574] : INFO : Epoch 1732 | loss: 0.0311229 | val_loss: 0.0311882 | Time: 17471.6 ms [2021-12-19 05:34:33 main:574] : INFO : Epoch 1733 | loss: 0.031128 | val_loss: 0.0311893 | Time: 17962.7 ms [2021-12-19 05:34:53 main:574] : INFO : Epoch 1734 | loss: 0.0311355 | val_loss: 0.0311841 | Time: 20020.4 ms [2021-12-19 05:35:09 main:574] : INFO : Epoch 1735 | loss: 0.0311352 | val_loss: 0.0311812 | Time: 15645.7 ms [2021-12-19 05:35:28 main:574] : INFO : Epoch 1736 | loss: 0.0311295 | val_loss: 0.0311899 | Time: 19261.8 ms [2021-12-19 05:35:47 main:574] : INFO : Epoch 1737 | loss: 0.0311356 | val_loss: 0.0311994 | Time: 18181.5 ms [2021-12-19 05:36:04 main:574] : INFO : Epoch 1738 | loss: 0.0311602 | val_loss: 0.0311832 | Time: 17862 ms [2021-12-19 05:36:24 main:574] : INFO : Epoch 1739 | loss: 0.0311504 | val_loss: 0.03118 | Time: 19745.1 ms [2021-12-19 05:36:41 main:574] : INFO : Epoch 1740 | loss: 0.0311433 | val_loss: 0.0311812 | Time: 16996.3 ms [2021-12-19 05:37:01 main:574] : INFO : Epoch 1741 | loss: 0.0311383 | val_loss: 0.0311807 | Time: 19791.3 ms [2021-12-19 05:37:19 main:574] : INFO : Epoch 1742 | loss: 0.0311362 | val_loss: 0.03118 | Time: 17258.3 ms [2021-12-19 05:37:38 main:574] : INFO : Epoch 1743 | loss: 0.031136 | val_loss: 0.0311797 | Time: 19396.4 ms [2021-12-19 05:37:57 main:574] : INFO : Epoch 1744 | loss: 0.0311327 | val_loss: 0.03118 | Time: 18805.3 ms [2021-12-19 05:38:14 main:574] : INFO : Epoch 1745 | loss: 0.0311313 | val_loss: 0.0311781 | Time: 16736.3 ms [2021-12-19 05:38:33 main:574] : INFO : Epoch 1746 | loss: 0.0311334 | val_loss: 0.0311778 | Time: 19352.8 ms [2021-12-19 05:38:51 main:574] : INFO : Epoch 1747 | loss: 0.0311394 | val_loss: 0.0311836 | Time: 17621.1 ms [2021-12-19 05:39:07 main:574] : INFO : Epoch 1748 | loss: 0.0311449 | val_loss: 0.0311846 | Time: 16093.9 ms [2021-12-19 05:39:24 main:574] : INFO : Epoch 1749 | loss: 0.0311412 | val_loss: 0.031184 | Time: 16646.9 ms [2021-12-19 05:39:39 main:574] : INFO : Epoch 1750 | loss: 0.031137 | val_loss: 0.0311803 | Time: 15328.3 ms [2021-12-19 05:39:58 main:574] : INFO : Epoch 1751 | loss: 0.031135 | val_loss: 0.031178 | Time: 18726.5 ms [2021-12-19 05:40:17 main:574] : INFO : Epoch 1752 | loss: 0.0311386 | val_loss: 0.0311853 | Time: 19328.6 ms [2021-12-19 05:40:36 main:574] : INFO : Epoch 1753 | loss: 0.0311616 | val_loss: 0.0311764 | Time: 18480.5 ms [2021-12-19 05:40:56 main:574] : INFO : Epoch 1754 | loss: 0.0311572 | val_loss: 0.0311778 | Time: 19730.6 ms [2021-12-19 05:41:15 main:574] : INFO : Epoch 1755 | loss: 0.0311527 | val_loss: 0.0311795 | Time: 19437.6 ms [2021-12-19 05:41:35 main:574] : INFO : Epoch 1756 | loss: 0.0311492 | val_loss: 0.0311783 | Time: 19373.3 ms [2021-12-19 05:41:53 main:574] : INFO : Epoch 1757 | loss: 0.031146 | val_loss: 0.0311819 | Time: 18657.8 ms [2021-12-19 05:42:12 main:574] : INFO : Epoch 1758 | loss: 0.0311422 | val_loss: 0.0311807 | Time: 19126.4 ms [2021-12-19 05:42:29 main:574] : INFO : Epoch 1759 | loss: 0.0311395 | val_loss: 0.0311854 | Time: 16553.7 ms [2021-12-19 05:42:47 main:574] : INFO : Epoch 1760 | loss: 0.0311364 | val_loss: 0.0311797 | Time: 18105.9 ms [2021-12-19 05:43:07 main:574] : INFO : Epoch 1761 | loss: 0.0311337 | val_loss: 0.0311781 | Time: 19720.9 ms [2021-12-19 05:43:27 main:574] : INFO : Epoch 1762 | loss: 0.0311326 | val_loss: 0.0311779 | Time: 20386.1 ms [2021-12-19 05:43:44 main:574] : INFO : Epoch 1763 | loss: 0.0311312 | val_loss: 0.0311779 | Time: 15968.4 ms [2021-12-19 05:43:59 main:574] : INFO : Epoch 1764 | loss: 0.0311361 | val_loss: 0.0311824 | Time: 15549.3 ms [2021-12-19 05:44:15 main:574] : INFO : Epoch 1765 | loss: 0.0311347 | val_loss: 0.0311859 | Time: 15955 ms [2021-12-19 05:44:31 main:574] : INFO : Epoch 1766 | loss: 0.0311379 | val_loss: 0.0311782 | Time: 16065.7 ms [2021-12-19 05:44:47 main:574] : INFO : Epoch 1767 | loss: 0.0311387 | val_loss: 0.0311802 | Time: 15984 ms [2021-12-19 05:45:06 main:574] : INFO : Epoch 1768 | loss: 0.0311352 | val_loss: 0.0311819 | Time: 18533.1 ms [2021-12-19 05:45:24 main:574] : INFO : Epoch 1769 | loss: 0.0311354 | val_loss: 0.0311807 | Time: 18486.6 ms [2021-12-19 05:45:40 main:574] : INFO : Epoch 1770 | loss: 0.0311381 | val_loss: 0.0311772 | Time: 15377.1 ms [2021-12-19 05:45:56 main:574] : INFO : Epoch 1771 | loss: 0.0311365 | val_loss: 0.0311782 | Time: 15994.2 ms [2021-12-19 05:46:12 main:574] : INFO : Epoch 1772 | loss: 0.0311345 | val_loss: 0.0311789 | Time: 15560.4 ms [2021-12-19 05:46:28 main:574] : INFO : Epoch 1773 | loss: 0.0311325 | val_loss: 0.0311803 | Time: 16176.5 ms [2021-12-19 05:46:44 main:574] : INFO : Epoch 1774 | loss: 0.0311308 | val_loss: 0.0311833 | Time: 15716.4 ms [2021-12-19 05:46:59 main:574] : INFO : Epoch 1775 | loss: 0.0311352 | val_loss: 0.0311802 | Time: 15668 ms [2021-12-19 05:47:16 main:574] : INFO : Epoch 1776 | loss: 0.0311357 | val_loss: 0.0311835 | Time: 16290.5 ms [2021-12-19 05:47:32 main:574] : INFO : Epoch 1777 | loss: 0.0311351 | val_loss: 0.0311902 | Time: 15810.8 ms [2021-12-19 05:47:51 main:574] : INFO : Epoch 1778 | loss: 0.0311327 | val_loss: 0.0311829 | Time: 19340.2 ms [2021-12-19 05:48:08 main:574] : INFO : Epoch 1779 | loss: 0.0311287 | val_loss: 0.031182 | Time: 17435.5 ms [2021-12-19 05:48:25 main:574] : INFO : Epoch 1780 | loss: 0.0311253 | val_loss: 0.0311864 | Time: 16702.8 ms [2021-12-19 05:48:43 main:574] : INFO : Epoch 1781 | loss: 0.0311253 | val_loss: 0.0311884 | Time: 17281.6 ms [2021-12-19 05:49:02 main:574] : INFO : Epoch 1782 | loss: 0.031126 | val_loss: 0.031185 | Time: 18855.7 ms [2021-12-19 05:49:19 main:574] : INFO : Epoch 1783 | loss: 0.0311249 | val_loss: 0.0311875 | Time: 17433.4 ms [2021-12-19 05:49:39 main:574] : INFO : Epoch 1784 | loss: 0.0311315 | val_loss: 0.0311792 | Time: 19343.3 ms [2021-12-19 05:49:57 main:574] : INFO : Epoch 1785 | loss: 0.0311271 | val_loss: 0.0311803 | Time: 18800.2 ms [2021-12-19 05:50:15 main:574] : INFO : Epoch 1786 | loss: 0.0311302 | val_loss: 0.0311858 | Time: 17884.8 ms [2021-12-19 05:50:35 main:574] : INFO : Epoch 1787 | loss: 0.0311314 | val_loss: 0.0311817 | Time: 19522.4 ms [2021-12-19 05:50:54 main:574] : INFO : Epoch 1788 | loss: 0.0311274 | val_loss: 0.0311821 | Time: 18766.6 ms [2021-12-19 05:51:13 main:574] : INFO : Epoch 1789 | loss: 0.031124 | val_loss: 0.0311907 | Time: 19505.6 ms [2021-12-19 05:51:32 main:574] : INFO : Epoch 1790 | loss: 0.0311276 | val_loss: 0.0311878 | Time: 18823.3 ms [2021-12-19 05:51:52 main:574] : INFO : Epoch 1791 | loss: 0.0311267 | val_loss: 0.0311895 | Time: 19559.7 ms [2021-12-19 05:52:13 main:574] : INFO : Epoch 1792 | loss: 0.0311275 | val_loss: 0.0311888 | Time: 21266.5 ms [2021-12-19 05:52:32 main:574] : INFO : Epoch 1793 | loss: 0.0311241 | val_loss: 0.0311917 | Time: 19132 ms [2021-12-19 05:52:51 main:574] : INFO : Epoch 1794 | loss: 0.0311212 | val_loss: 0.0311875 | Time: 18521.4 ms [2021-12-19 05:53:09 main:574] : INFO : Epoch 1795 | loss: 0.0311193 | val_loss: 0.0311967 | Time: 18178 ms [2021-12-19 05:53:29 main:574] : INFO : Epoch 1796 | loss: 0.0311208 | val_loss: 0.0311879 | Time: 19624 ms [2021-12-19 05:53:47 main:574] : INFO : Epoch 1797 | loss: 0.031123 | val_loss: 0.0311842 | Time: 17741.7 ms [2021-12-19 05:54:07 main:574] : INFO : Epoch 1798 | loss: 0.0311227 | val_loss: 0.0311879 | Time: 20270.8 ms [2021-12-19 05:54:26 main:574] : INFO : Epoch 1799 | loss: 0.0311218 | val_loss: 0.0311915 | Time: 18907.6 ms [2021-12-19 05:54:45 main:574] : INFO : Epoch 1800 | loss: 0.0311296 | val_loss: 0.0311857 | Time: 19271.2 ms [2021-12-19 05:55:04 main:574] : INFO : Epoch 1801 | loss: 0.0311333 | val_loss: 0.0311817 | Time: 18525.9 ms [2021-12-19 05:55:20 main:574] : INFO : Epoch 1802 | loss: 0.0311312 | val_loss: 0.0311829 | Time: 16334 ms [2021-12-19 05:55:40 main:574] : INFO : Epoch 1803 | loss: 0.0311291 | val_loss: 0.0311849 | Time: 19113.2 ms [2021-12-19 05:55:59 main:574] : INFO : Epoch 1804 | loss: 0.0311371 | val_loss: 0.0311835 | Time: 19218 ms [2021-12-19 05:56:18 main:574] : INFO : Epoch 1805 | loss: 0.0311341 | val_loss: 0.0311796 | Time: 19264.4 ms [2021-12-19 05:56:37 main:574] : INFO : Epoch 1806 | loss: 0.0311314 | val_loss: 0.0311824 | Time: 19039.8 ms [2021-12-19 05:56:56 main:574] : INFO : Epoch 1807 | loss: 0.0311266 | val_loss: 0.0311837 | Time: 18904.3 ms [2021-12-19 05:57:15 main:574] : INFO : Epoch 1808 | loss: 0.031135 | val_loss: 0.0311869 | Time: 18565.7 ms [2021-12-19 05:57:34 main:574] : INFO : Epoch 1809 | loss: 0.0311441 | val_loss: 0.0311806 | Time: 19371.2 ms [2021-12-19 05:57:54 main:574] : INFO : Epoch 1810 | loss: 0.0311413 | val_loss: 0.0311846 | Time: 19186.3 ms [2021-12-19 05:58:12 main:574] : INFO : Epoch 1811 | loss: 0.0311351 | val_loss: 0.0311795 | Time: 18714.5 ms [2021-12-19 05:58:31 main:574] : INFO : Epoch 1812 | loss: 0.0311313 | val_loss: 0.0311867 | Time: 18683.7 ms [2021-12-19 05:58:50 main:574] : INFO : Epoch 1813 | loss: 0.0311318 | val_loss: 0.0311811 | Time: 18486.7 ms [2021-12-19 05:59:09 main:574] : INFO : Epoch 1814 | loss: 0.0311298 | val_loss: 0.0311856 | Time: 19572.8 ms [2021-12-19 05:59:29 main:574] : INFO : Epoch 1815 | loss: 0.0311254 | val_loss: 0.0311827 | Time: 19369.1 ms [2021-12-19 05:59:47 main:574] : INFO : Epoch 1816 | loss: 0.031127 | val_loss: 0.0311885 | Time: 18496.2 ms [2021-12-19 06:00:04 main:574] : INFO : Epoch 1817 | loss: 0.0311257 | val_loss: 0.0311823 | Time: 16716.9 ms [2021-12-19 06:00:22 main:574] : INFO : Epoch 1818 | loss: 0.0311245 | val_loss: 0.0311874 | Time: 17794.9 ms [2021-12-19 06:00:41 main:574] : INFO : Epoch 1819 | loss: 0.0311253 | val_loss: 0.031181 | Time: 19028.6 ms [2021-12-19 06:00:59 main:574] : INFO : Epoch 1820 | loss: 0.0311238 | val_loss: 0.0311836 | Time: 17189.9 ms [2021-12-19 06:01:18 main:574] : INFO : Epoch 1821 | loss: 0.0311261 | val_loss: 0.0311828 | Time: 19270.3 ms [2021-12-19 06:01:36 main:574] : INFO : Epoch 1822 | loss: 0.0311296 | val_loss: 0.0311833 | Time: 18180.7 ms [2021-12-19 06:01:52 main:574] : INFO : Epoch 1823 | loss: 0.0311262 | val_loss: 0.0311873 | Time: 15581.7 ms [2021-12-19 06:02:09 main:574] : INFO : Epoch 1824 | loss: 0.0311225 | val_loss: 0.0311884 | Time: 16703.5 ms [2021-12-19 06:02:27 main:574] : INFO : Epoch 1825 | loss: 0.0311223 | val_loss: 0.031187 | Time: 18618.6 ms [2021-12-19 06:02:46 main:574] : INFO : Epoch 1826 | loss: 0.0311226 | val_loss: 0.0311887 | Time: 19021.6 ms [2021-12-19 06:03:04 main:574] : INFO : Epoch 1827 | loss: 0.0311217 | val_loss: 0.0311904 | Time: 17426.8 ms [2021-12-19 06:03:24 main:574] : INFO : Epoch 1828 | loss: 0.0311198 | val_loss: 0.0311814 | Time: 20118.8 ms [2021-12-19 06:03:43 main:574] : INFO : Epoch 1829 | loss: 0.0311204 | val_loss: 0.0311818 | Time: 19087.4 ms [2021-12-19 06:04:01 main:574] : INFO : Epoch 1830 | loss: 0.0311184 | val_loss: 0.0311818 | Time: 17833.3 ms [2021-12-19 06:04:20 main:574] : INFO : Epoch 1831 | loss: 0.0311199 | val_loss: 0.0311914 | Time: 19081.4 ms [2021-12-19 06:04:37 main:574] : INFO : Epoch 1832 | loss: 0.031121 | val_loss: 0.0311829 | Time: 17029.2 ms [2021-12-19 06:04:56 main:574] : INFO : Epoch 1833 | loss: 0.0311216 | val_loss: 0.0311952 | Time: 18529 ms [2021-12-19 06:05:15 main:574] : INFO : Epoch 1834 | loss: 0.0311602 | val_loss: 0.0311932 | Time: 18676.5 ms [2021-12-19 06:05:33 main:574] : INFO : Epoch 1835 | loss: 0.0314687 | val_loss: 0.0317169 | Time: 18353.8 ms [2021-12-19 06:05:52 main:574] : INFO : Epoch 1836 | loss: 0.0362482 | val_loss: 0.032677 | Time: 19168.8 ms [2021-12-19 06:06:11 main:574] : INFO : Epoch 1837 | loss: 0.0321536 | val_loss: 0.0320092 | Time: 18627.8 ms [2021-12-19 06:06:31 main:574] : INFO : Epoch 1838 | loss: 0.0323219 | val_loss: 0.0313225 | Time: 20383.4 ms [2021-12-19 06:06:52 main:574] : INFO : Epoch 1839 | loss: 0.0313234 | val_loss: 0.0312697 | Time: 20057.4 ms [2021-12-19 06:07:09 main:574] : INFO : Epoch 1840 | loss: 0.0312627 | val_loss: 0.0312565 | Time: 17315.8 ms [2021-12-19 06:07:29 main:574] : INFO : Epoch 1841 | loss: 0.031253 | val_loss: 0.0312519 | Time: 20154 ms [2021-12-19 06:07:45 main:574] : INFO : Epoch 1842 | loss: 0.0312515 | val_loss: 0.0312514 | Time: 15897.8 ms [2021-12-19 06:08:01 main:574] : INFO : Epoch 1843 | loss: 0.031251 | val_loss: 0.0312507 | Time: 15731 ms [2021-12-19 06:08:17 main:574] : INFO : Epoch 1844 | loss: 0.0312507 | val_loss: 0.0312507 | Time: 15988 ms [2021-12-19 06:08:32 main:574] : INFO : Epoch 1845 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 15377.5 ms [2021-12-19 06:08:48 main:574] : INFO : Epoch 1846 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 15720.7 ms [2021-12-19 06:09:04 main:574] : INFO : Epoch 1847 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15526.3 ms [2021-12-19 06:09:20 main:574] : INFO : Epoch 1848 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 16397.4 ms [2021-12-19 06:09:36 main:574] : INFO : Epoch 1849 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 15338.3 ms [2021-12-19 06:09:51 main:574] : INFO : Epoch 1850 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15221.1 ms [2021-12-19 06:10:06 main:574] : INFO : Epoch 1851 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 15152 ms [2021-12-19 06:10:21 main:574] : INFO : Epoch 1852 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15317.7 ms [2021-12-19 06:10:37 main:574] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 15287.8 ms [2021-12-19 06:10:52 main:574] : INFO : Epoch 1854 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14973.4 ms [2021-12-19 06:11:08 main:574] : INFO : Epoch 1855 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 15772.3 ms [2021-12-19 06:11:23 main:574] : INFO : Epoch 1856 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15350.2 ms [2021-12-19 06:11:39 main:574] : INFO : Epoch 1857 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 15852.1 ms [2021-12-19 06:11:54 main:574] : INFO : Epoch 1858 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 15067 ms [2021-12-19 06:12:10 main:574] : INFO : Epoch 1859 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 15611.9 ms [2021-12-19 06:12:25 main:574] : INFO : Epoch 1860 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 15215.6 ms [2021-12-19 06:12:41 main:574] : INFO : Epoch 1861 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 15848.8 ms [2021-12-19 06:12:56 main:574] : INFO : Epoch 1862 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 14782.5 ms [2021-12-19 06:13:12 main:574] : INFO : Epoch 1863 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 15577.8 ms [2021-12-19 06:13:27 main:574] : INFO : Epoch 1864 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15375.9 ms [2021-12-19 06:13:42 main:574] : INFO : Epoch 1865 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15448.6 ms [2021-12-19 06:13:58 main:574] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 15714.1 ms [2021-12-19 06:14:13 main:574] : INFO : Epoch 1867 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 14567.5 ms [2021-12-19 06:14:28 main:574] : INFO : Epoch 1868 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 15309.7 ms [2021-12-19 06:14:43 main:574] : INFO : Epoch 1869 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14989.8 ms [2021-12-19 06:14:59 main:574] : INFO : Epoch 1870 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 15898.2 ms [2021-12-19 06:15:14 main:574] : INFO : Epoch 1871 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15139 ms [2021-12-19 06:15:30 main:574] : INFO : Epoch 1872 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 15736.9 ms [2021-12-19 06:15:45 main:574] : INFO : Epoch 1873 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 14940.8 ms [2021-12-19 06:16:01 main:574] : INFO : Epoch 1874 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 15605.8 ms [2021-12-19 06:16:16 main:574] : INFO : Epoch 1875 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15006.9 ms [2021-12-19 06:16:31 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 15310.1 ms [2021-12-19 06:16:47 main:574] : INFO : Epoch 1877 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15307.1 ms [2021-12-19 06:17:02 main:574] : INFO : Epoch 1878 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 15114.7 ms [2021-12-19 06:17:17 main:574] : INFO : Epoch 1879 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 15267.7 ms [2021-12-19 06:17:32 main:574] : INFO : Epoch 1880 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 14915.1 ms [2021-12-19 06:17:48 main:574] : INFO : Epoch 1881 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 15402.2 ms [2021-12-19 06:18:03 main:574] : INFO : Epoch 1882 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 15169.6 ms [2021-12-19 06:18:18 main:574] : INFO : Epoch 1883 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15239.8 ms [2021-12-19 06:18:34 main:574] : INFO : Epoch 1884 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 15581.5 ms [2021-12-19 06:18:50 main:574] : INFO : Epoch 1885 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 15700.8 ms [2021-12-19 06:19:05 main:574] : INFO : Epoch 1886 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 15217.5 ms [2021-12-19 06:19:21 main:574] : INFO : Epoch 1887 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 16016.4 ms [2021-12-19 06:19:36 main:574] : INFO : Epoch 1888 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 15440.7 ms [2021-12-19 06:19:52 main:574] : INFO : Epoch 1889 | loss: 0.0312502 | val_loss: 0.0312511 | Time: 15286.1 ms [2021-12-19 06:20:07 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 15204.5 ms [2021-12-19 06:20:22 main:574] : INFO : Epoch 1891 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 14926 ms [2021-12-19 06:20:37 main:574] : INFO : Epoch 1892 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 15388.7 ms [2021-12-19 06:20:54 main:574] : INFO : Epoch 1893 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 16094.8 ms [2021-12-19 06:21:09 main:574] : INFO : Epoch 1894 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 15673.5 ms [2021-12-19 06:21:24 main:574] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 15038.2 ms [2021-12-19 06:21:40 main:574] : INFO : Epoch 1896 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 15585.1 ms [2021-12-19 06:21:56 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 15370.6 ms [2021-12-19 06:22:12 main:574] : INFO : Epoch 1898 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 15755.8 ms [2021-12-19 06:22:27 main:574] : INFO : Epoch 1899 | loss: 0.03125 | val_loss: 0.0312501 | Time: 14971.8 ms [2021-12-19 06:22:42 main:574] : INFO : Epoch 1900 | loss: 0.03125 | val_loss: 0.0312503 | Time: 15347.7 ms [2021-12-19 06:22:57 main:574] : INFO : Epoch 1901 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 15141.6 ms [2021-12-19 06:23:12 main:574] : INFO : Epoch 1902 | loss: 0.0312502 | val_loss: 0.0312508 | Time: 15107.6 ms [2021-12-19 06:23:28 main:574] : INFO : Epoch 1903 | loss: 0.0312508 | val_loss: 0.0312507 | Time: 15287.6 ms [2021-12-19 06:23:43 main:574] : INFO : Epoch 1904 | loss: 0.0312509 | val_loss: 0.031251 | Time: 15191.2 ms [2021-12-19 06:23:58 main:574] : INFO : Epoch 1905 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15279.6 ms [2021-12-19 06:24:14 main:574] : INFO : Epoch 1906 | loss: 0.0312501 | val_loss: 0.03125 | Time: 15835.2 ms [2021-12-19 06:24:30 main:574] : INFO : Epoch 1907 | loss: 0.0312509 | val_loss: 0.0312511 | Time: 15381.8 ms [2021-12-19 06:24:45 main:574] : INFO : Epoch 1908 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 15188.3 ms [2021-12-19 06:25:00 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 15471.2 ms [2021-12-19 06:25:15 main:574] : INFO : Epoch 1910 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 14967.5 ms [2021-12-19 06:25:31 main:574] : INFO : Epoch 1911 | loss: 0.0312505 | val_loss: 0.0312516 | Time: 15655.7 ms [2021-12-19 06:25:46 main:574] : INFO : Epoch 1912 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 15217 ms [2021-12-19 06:26:02 main:574] : INFO : Epoch 1913 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 15616.6 ms [2021-12-19 06:26:17 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 15108.7 ms [2021-12-19 06:26:33 main:574] : INFO : Epoch 1915 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 15299.5 ms [2021-12-19 06:26:48 main:574] : INFO : Epoch 1916 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 15547.6 ms [2021-12-19 06:27:03 main:574] : INFO : Epoch 1917 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15145.4 ms [2021-12-19 06:27:19 main:574] : INFO : Epoch 1918 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 15853.2 ms [2021-12-19 06:27:35 main:574] : INFO : Epoch 1919 | loss: 0.03125 | val_loss: 0.0312503 | Time: 15174.2 ms [2021-12-19 06:27:50 main:574] : INFO : Epoch 1920 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15332.2 ms [2021-12-19 06:28:06 main:574] : INFO : Epoch 1921 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 15611.9 ms [2021-12-19 06:28:22 main:574] : INFO : Epoch 1922 | loss: 0.0312503 | val_loss: 0.0312518 | Time: 15911.4 ms [2021-12-19 06:28:37 main:574] : INFO : Epoch 1923 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14983.9 ms [2021-12-19 06:28:52 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312508 | Time: 15245.8 ms [2021-12-19 06:29:07 main:574] : INFO : Epoch 1925 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 15250 ms [2021-12-19 06:29:23 main:574] : INFO : Epoch 1926 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15418.9 ms [2021-12-19 06:29:38 main:574] : INFO : Epoch 1927 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 15358.1 ms [2021-12-19 06:29:53 main:574] : INFO : Epoch 1928 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14774.5 ms [2021-12-19 06:30:09 main:574] : INFO : Epoch 1929 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 15650.7 ms [2021-12-19 06:30:23 main:574] : INFO : Epoch 1930 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 14656.2 ms [2021-12-19 06:30:39 main:574] : INFO : Epoch 1931 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 15425.2 ms [2021-12-19 06:30:55 main:574] : INFO : Epoch 1932 | loss: 0.0312504 | val_loss: 0.0312509 | Time: 15740.7 ms [2021-12-19 06:31:10 main:574] : INFO : Epoch 1933 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 15441.2 ms [2021-12-19 06:31:25 main:574] : INFO : Epoch 1934 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15052.5 ms [2021-12-19 06:31:41 main:574] : INFO : Epoch 1935 | loss: 0.0312502 | val_loss: 0.031251 | Time: 15917.4 ms [2021-12-19 06:31:56 main:574] : INFO : Epoch 1936 | loss: 0.0312511 | val_loss: 0.0312512 | Time: 14727.5 ms [2021-12-19 06:32:12 main:574] : INFO : Epoch 1937 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 15469.2 ms [2021-12-19 06:32:27 main:574] : INFO : Epoch 1938 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 15620.2 ms [2021-12-19 06:32:43 main:574] : INFO : Epoch 1939 | loss: 0.03125 | val_loss: 0.03125 | Time: 15294.8 ms [2021-12-19 06:32:58 main:574] : INFO : Epoch 1940 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 14962 ms [2021-12-19 06:33:13 main:574] : INFO : Epoch 1941 | loss: 0.0312504 | val_loss: 0.0312531 | Time: 15134.4 ms [2021-12-19 06:33:28 main:574] : INFO : Epoch 1942 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 15483.6 ms [2021-12-19 06:33:44 main:574] : INFO : Epoch 1943 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 15415 ms [2021-12-19 06:33:59 main:574] : INFO : Epoch 1944 | loss: 0.0312501 | val_loss: 0.0312505 | Time: 15499.2 ms [2021-12-19 06:34:14 main:574] : INFO : Epoch 1945 | loss: 0.0312501 | val_loss: 0.03125 | Time: 15012.4 ms [2021-12-19 06:34:30 main:574] : INFO : Epoch 1946 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 15400.9 ms [2021-12-19 06:34:46 main:574] : INFO : Epoch 1947 | loss: 0.03125 | val_loss: 0.0312501 | Time: 15600 ms [2021-12-19 06:35:01 main:574] : INFO : Epoch 1948 | loss: 0.03125 | val_loss: 0.0312501 | Time: 15400.3 ms [2021-12-19 06:35:16 main:574] : INFO : Epoch 1949 | loss: 0.03125 | val_loss: 0.0312504 | Time: 15318.6 ms [2021-12-19 06:35:32 main:574] : INFO : Epoch 1950 | loss: 0.0312501 | val_loss: 0.03125 | Time: 15590.2 ms [2021-12-19 06:35:47 main:574] : INFO : Epoch 1951 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 15106.3 ms [2021-12-19 06:36:03 main:574] : INFO : Epoch 1952 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 15562.7 ms [2021-12-19 06:36:18 main:574] : INFO : Epoch 1953 | loss: 0.0312508 | val_loss: 0.0312506 | Time: 14999.7 ms [2021-12-19 06:36:33 main:574] : INFO : Epoch 1954 | loss: 0.0312511 | val_loss: 0.0312514 | Time: 15291.6 ms [2021-12-19 06:36:49 main:574] : INFO : Epoch 1955 | loss: 0.0312511 | val_loss: 0.0312509 | Time: 15535.9 ms [2021-12-19 06:37:04 main:574] : INFO : Epoch 1956 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14794.3 ms [2021-12-19 06:37:19 main:574] : INFO : Epoch 1957 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 15254.3 ms [2021-12-19 06:37:34 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 15160.9 ms [2021-12-19 06:37:50 main:574] : INFO : Epoch 1959 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 15506.9 ms [2021-12-19 06:38:05 main:574] : INFO : Epoch 1960 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 14728.4 ms [2021-12-19 06:38:20 main:574] : INFO : Epoch 1961 | loss: 0.0312504 | val_loss: 0.03125 | Time: 15357.3 ms [2021-12-19 06:38:35 main:574] : INFO : Epoch 1962 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 15387.3 ms [2021-12-19 06:38:51 main:574] : INFO : Epoch 1963 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 15310.4 ms [2021-12-19 06:39:06 main:574] : INFO : Epoch 1964 | loss: 0.0312501 | val_loss: 0.03125 | Time: 15224 ms [2021-12-19 06:39:22 main:574] : INFO : Epoch 1965 | loss: 0.0312501 | val_loss: 0.03125 | Time: 16160.4 ms [2021-12-19 06:39:38 main:574] : INFO : Epoch 1966 | loss: 0.03125 | val_loss: 0.0312501 | Time: 15105.2 ms [2021-12-19 06:39:53 main:574] : INFO : Epoch 1967 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15037 ms [2021-12-19 06:40:08 main:574] : INFO : Epoch 1968 | loss: 0.0312507 | val_loss: 0.0312503 | Time: 14833.7 ms [2021-12-19 06:40:23 main:574] : INFO : Epoch 1969 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15193.7 ms [2021-12-19 06:40:38 main:574] : INFO : Epoch 1970 | loss: 0.031251 | val_loss: 0.0312506 | Time: 15117.2 ms [2021-12-19 06:40:53 main:574] : INFO : Epoch 1971 | loss: 0.0312506 | val_loss: 0.0312502 | Time: 15280 ms [2021-12-19 06:41:09 main:574] : INFO : Epoch 1972 | loss: 0.0312506 | val_loss: 0.0312504 | Time: 15270.7 ms [2021-12-19 06:41:24 main:574] : INFO : Epoch 1973 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 14941.1 ms [2021-12-19 06:41:39 main:574] : INFO : Epoch 1974 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 15553.6 ms [2021-12-19 06:41:54 main:574] : INFO : Epoch 1975 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 14506.3 ms [2021-12-19 06:42:09 main:574] : INFO : Epoch 1976 | loss: 0.0312513 | val_loss: 0.0312519 | Time: 15301.3 ms [2021-12-19 06:42:24 main:574] : INFO : Epoch 1977 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 14658.8 ms [2021-12-19 06:42:39 main:574] : INFO : Epoch 1978 | loss: 0.0312512 | val_loss: 0.0312528 | Time: 15204.5 ms [2021-12-19 06:42:54 main:574] : INFO : Epoch 1979 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 14759.1 ms [2021-12-19 06:43:12 main:574] : INFO : Epoch 1980 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 18236.2 ms [2021-12-19 06:43:28 main:574] : INFO : Epoch 1981 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 15501.8 ms [2021-12-19 06:43:43 main:574] : INFO : Epoch 1982 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 15370.2 ms [2021-12-19 06:43:59 main:574] : INFO : Epoch 1983 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 15342.5 ms [2021-12-19 06:44:14 main:574] : INFO : Epoch 1984 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 14849.4 ms [2021-12-19 06:44:30 main:574] : INFO : Epoch 1985 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 15969.2 ms [2021-12-19 06:44:45 main:574] : INFO : Epoch 1986 | loss: 0.0312502 | val_loss: 0.03125 | Time: 15211.3 ms [2021-12-19 06:45:00 main:574] : INFO : Epoch 1987 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 15595.3 ms [2021-12-19 06:45:16 main:574] : INFO : Epoch 1988 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 15203.1 ms [2021-12-19 06:45:31 main:574] : INFO : Epoch 1989 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 15202.2 ms [2021-12-19 06:45:46 main:574] : INFO : Epoch 1990 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 14928.7 ms [2021-12-19 06:46:01 main:574] : INFO : Epoch 1991 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 15219.5 ms [2021-12-19 06:46:17 main:574] : INFO : Epoch 1992 | loss: 0.03125 | val_loss: 0.03125 | Time: 15438.9 ms [2021-12-19 06:46:32 main:574] : INFO : Epoch 1993 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 14877.7 ms [2021-12-19 06:46:47 main:574] : INFO : Epoch 1994 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 14827.6 ms [2021-12-19 06:47:02 main:574] : INFO : Epoch 1995 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 15515.8 ms [2021-12-19 06:47:17 main:574] : INFO : Epoch 1996 | loss: 0.03125 | val_loss: 0.0312501 | Time: 15005.7 ms [2021-12-19 06:47:33 main:574] : INFO : Epoch 1997 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 16129.1 ms [2021-12-19 06:47:48 main:574] : INFO : Epoch 1998 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 14821.2 ms [2021-12-19 06:48:03 main:574] : INFO : Epoch 1999 | loss: 0.0312509 | val_loss: 0.0312509 | Time: 14909.9 ms [2021-12-19 06:48:19 main:574] : INFO : Epoch 2000 | loss: 0.0312512 | val_loss: 0.03125 | Time: 15145.8 ms [2021-12-19 06:48:33 main:574] : INFO : Epoch 2001 | loss: 0.0312505 | val_loss: 0.0312522 | Time: 14555.2 ms [2021-12-19 06:48:49 main:574] : INFO : Epoch 2002 | loss: 0.0312505 | val_loss: 0.0312515 | Time: 15611.5 ms [2021-12-19 06:49:04 main:574] : INFO : Epoch 2003 | loss: 0.0312505 | val_loss: 0.0312502 | Time: 15418 ms [2021-12-19 06:49:19 main:574] : INFO : Epoch 2004 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 15081.9 ms [2021-12-19 06:49:35 main:574] : INFO : Epoch 2005 | loss: 0.03125 | val_loss: 0.03125 | Time: 15734.4 ms [2021-12-19 06:49:51 main:574] : INFO : Epoch 2006 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 15263.8 ms [2021-12-19 06:50:06 main:574] : INFO : Epoch 2007 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 15278.5 ms [2021-12-19 06:50:21 main:574] : INFO : Epoch 2008 | loss: 0.0312516 | val_loss: 0.0312527 | Time: 14891.1 ms [2021-12-19 06:50:36 main:574] : INFO : Epoch 2009 | loss: 0.0312521 | val_loss: 0.0312505 | Time: 15456.3 ms [2021-12-19 06:50:52 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 15414.6 ms [2021-12-19 06:51:07 main:574] : INFO : Epoch 2011 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 15215.5 ms [2021-12-19 06:51:23 main:574] : INFO : Epoch 2012 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 15453.3 ms [2021-12-19 06:51:38 main:574] : INFO : Epoch 2013 | loss: 0.0312506 | val_loss: 0.0312507 | Time: 14794.5 ms [2021-12-19 06:51:53 main:574] : INFO : Epoch 2014 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 15855.4 ms [2021-12-19 06:52:08 main:574] : INFO : Epoch 2015 | loss: 0.0312508 | val_loss: 0.031251 | Time: 14840.7 ms [2021-12-19 06:52:26 main:574] : INFO : Epoch 2016 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 17965.3 ms [2021-12-19 06:52:41 main:574] : INFO : Epoch 2017 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 15049.1 ms [2021-12-19 06:52:57 main:574] : INFO : Epoch 2018 | loss: 0.0312506 | val_loss: 0.0312503 | Time: 15027.5 ms [2021-12-19 06:53:12 main:574] : INFO : Epoch 2019 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 15474.5 ms [2021-12-19 06:53:28 main:574] : INFO : Epoch 2020 | loss: 0.031251 | val_loss: 0.0312506 | Time: 15814.9 ms [2021-12-19 06:53:42 main:574] : INFO : Epoch 2021 | loss: 0.0312513 | val_loss: 0.0312535 | Time: 14108.7 ms [2021-12-19 06:53:57 main:574] : INFO : Epoch 2022 | loss: 0.0312511 | val_loss: 0.0312502 | Time: 14587.9 ms [2021-12-19 06:54:13 main:574] : INFO : Epoch 2023 | loss: 0.0312503 | val_loss: 0.03125 | Time: 16022.7 ms [2021-12-19 06:54:28 main:574] : INFO : Epoch 2024 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 15357.7 ms [2021-12-19 06:54:44 main:574] : INFO : Epoch 2025 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 15333.7 ms [2021-12-19 06:54:59 main:574] : INFO : Epoch 2026 | loss: 0.0312508 | val_loss: 0.0312505 | Time: 15524.5 ms [2021-12-19 06:55:14 main:574] : INFO : Epoch 2027 | loss: 0.0312501 | val_loss: 0.0312507 | Time: 14813.9 ms [2021-12-19 06:55:30 main:574] : INFO : Epoch 2028 | loss: 0.0312503 | val_loss: 0.0312516 | Time: 15473.2 ms [2021-12-19 06:55:45 main:574] : INFO : Epoch 2029 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 14951.3 ms [2021-12-19 06:56:00 main:574] : INFO : Epoch 2030 | loss: 0.0312509 | val_loss: 0.0312503 | Time: 15602.2 ms [2021-12-19 06:56:16 main:574] : INFO : Epoch 2031 | loss: 0.0312514 | val_loss: 0.0312533 | Time: 15183.1 ms [2021-12-19 06:56:31 main:574] : INFO : Epoch 2032 | loss: 0.0312514 | val_loss: 0.0312515 | Time: 15696.5 ms [2021-12-19 06:56:46 main:574] : INFO : Epoch 2033 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 14694.3 ms [2021-12-19 06:57:02 main:574] : INFO : Epoch 2034 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 15877.2 ms [2021-12-19 06:57:17 main:574] : INFO : Epoch 2035 | loss: 0.0312503 | val_loss: 0.0312508 | Time: 15036.2 ms [2021-12-19 06:57:33 main:574] : INFO : Epoch 2036 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 15384.8 ms [2021-12-19 06:57:48 main:574] : INFO : Epoch 2037 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 15182.3 ms [2021-12-19 06:58:03 main:574] : INFO : Epoch 2038 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 15565.9 ms [2021-12-19 06:58:19 main:574] : INFO : Epoch 2039 | loss: 0.0312504 | val_loss: 0.0312501 | Time: 15505.7 ms [2021-12-19 06:58:34 main:574] : INFO : Epoch 2040 | loss: 0.0312515 | val_loss: 0.031251 | Time: 14947.7 ms [2021-12-19 06:58:50 main:574] : INFO : Epoch 2041 | loss: 0.0312508 | val_loss: 0.0312501 | Time: 15622.6 ms [2021-12-19 06:59:05 main:574] : INFO : Epoch 2042 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 15355.5 ms [2021-12-19 06:59:20 main:574] : INFO : Epoch 2043 | loss: 0.0312514 | val_loss: 0.0312545 | Time: 15168.4 ms [2021-12-19 06:59:36 main:574] : INFO : Epoch 2044 | loss: 0.0312514 | val_loss: 0.0312513 | Time: 15273.5 ms [2021-12-19 06:59:51 main:574] : INFO : Epoch 2045 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 15653.7 ms [2021-12-19 07:00:06 main:574] : INFO : Epoch 2046 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 14984 ms [2021-12-19 07:00:22 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312503 | Time: 15433 ms [2021-12-19 07:00:41 main:574] : INFO : Epoch 2048 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 18962.1 ms [2021-12-19 07:00:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312506 [2021-12-19 07:00:41 main:603] : INFO : Saving end state to config to file [2021-12-19 07:00:41 main:608] : INFO : Success, exiting.. 07:00:41 (10332): 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)