Task 12561340
| Name | ParityModified-1645996721-17820-2-0_0 |
| Workunit | 9722983 |
| Created | 5 Mar 2022, 4:59:30 UTC |
| Sent | 7 Mar 2022, 4:44:44 UTC |
| Report deadline | 15 Mar 2022, 4:44:44 UTC |
| Received | 7 Mar 2022, 6:36:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 11 sec |
| CPU time | 40 min 5 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 15,280.83 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.42 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311167 | val_loss: 0.0311708 | Time: 1209.06 ms
[2022-03-06 23:26:14 main:574] : INFO : Epoch 1543 | loss: 0.0311172 | val_loss: 0.031169 | Time: 1160.57 ms
[2022-03-06 23:26:15 main:574] : INFO : Epoch 1544 | loss: 0.0311197 | val_loss: 0.0311679 | Time: 1200.68 ms
[2022-03-06 23:26:16 main:574] : INFO : Epoch 1545 | loss: 0.0311198 | val_loss: 0.0311655 | Time: 1188.46 ms
[2022-03-06 23:26:18 main:574] : INFO : Epoch 1546 | loss: 0.0311325 | val_loss: 0.0311647 | Time: 1169.91 ms
[2022-03-06 23:26:19 main:574] : INFO : Epoch 1547 | loss: 0.0311259 | val_loss: 0.0311648 | Time: 1186.09 ms
[2022-03-06 23:26:20 main:574] : INFO : Epoch 1548 | loss: 0.0311233 | val_loss: 0.0311639 | Time: 1202.21 ms
[2022-03-06 23:26:21 main:574] : INFO : Epoch 1549 | loss: 0.0311212 | val_loss: 0.0311646 | Time: 1206.01 ms
[2022-03-06 23:26:22 main:574] : INFO : Epoch 1550 | loss: 0.031121 | val_loss: 0.031172 | Time: 1177.58 ms
[2022-03-06 23:26:23 main:574] : INFO : Epoch 1551 | loss: 0.0311204 | val_loss: 0.0311693 | Time: 1190.1 ms
[2022-03-06 23:26:25 main:574] : INFO : Epoch 1552 | loss: 0.0311177 | val_loss: 0.0311723 | Time: 1201.11 ms
[2022-03-06 23:26:26 main:574] : INFO : Epoch 1553 | loss: 0.0311165 | val_loss: 0.0311709 | Time: 1179.64 ms
[2022-03-06 23:26:27 main:574] : INFO : Epoch 1554 | loss: 0.0311207 | val_loss: 0.0311737 | Time: 1183.58 ms
[2022-03-06 23:26:28 main:574] : INFO : Epoch 1555 | loss: 0.0311175 | val_loss: 0.0311677 | Time: 1208.51 ms
[2022-03-06 23:26:29 main:574] : INFO : Epoch 1556 | loss: 0.031119 | val_loss: 0.0311686 | Time: 1187.46 ms
[2022-03-06 23:26:31 main:574] : INFO : Epoch 1557 | loss: 0.0311223 | val_loss: 0.0311745 | Time: 1196.72 ms
[2022-03-06 23:26:32 main:574] : INFO : Epoch 1558 | loss: 0.0311193 | val_loss: 0.0311686 | Time: 1197.08 ms
[2022-03-06 23:26:33 main:574] : INFO : Epoch 1559 | loss: 0.0311174 | val_loss: 0.0311686 | Time: 1188.5 ms
[2022-03-06 23:26:34 main:574] : INFO : Epoch 1560 | loss: 0.0311156 | val_loss: 0.0311651 | Time: 1199.91 ms
[2022-03-06 23:26:35 main:574] : INFO : Epoch 1561 | loss: 0.0311144 | val_loss: 0.0311721 | Time: 1201.99 ms
[2022-03-06 23:26:37 main:574] : INFO : Epoch 1562 | loss: 0.0311149 | val_loss: 0.031171 | Time: 1193.5 ms
[2022-03-06 23:26:38 main:574] : INFO : Epoch 1563 | loss: 0.0311182 | val_loss: 0.0311762 | Time: 1204.37 ms
[2022-03-06 23:26:39 main:574] : INFO : Epoch 1564 | loss: 0.031117 | val_loss: 0.0311701 | Time: 1194.81 ms
[2022-03-06 23:26:40 main:574] : INFO : Epoch 1565 | loss: 0.0311111 | val_loss: 0.0311744 | Time: 1204.97 ms
[2022-03-06 23:26:41 main:574] : INFO : Epoch 1566 | loss: 0.0311099 | val_loss: 0.0311708 | Time: 1192.97 ms
[2022-03-06 23:26:43 main:574] : INFO : Epoch 1567 | loss: 0.0311126 | val_loss: 0.0311702 | Time: 1187.33 ms
[2022-03-06 23:26:44 main:574] : INFO : Epoch 1568 | loss: 0.0311171 | val_loss: 0.0311642 | Time: 1196.41 ms
[2022-03-06 23:26:45 main:574] : INFO : Epoch 1569 | loss: 0.0311171 | val_loss: 0.0311781 | Time: 1178.53 ms
[2022-03-06 23:26:46 main:574] : INFO : Epoch 1570 | loss: 0.0311128 | val_loss: 0.0311639 | Time: 1185.91 ms
[2022-03-06 23:26:47 main:574] : INFO : Epoch 1571 | loss: 0.0311136 | val_loss: 0.0311708 | Time: 1188.01 ms
[2022-03-06 23:26:49 main:574] : INFO : Epoch 1572 | loss: 0.0311118 | val_loss: 0.0311735 | Time: 1198.15 ms
[2022-03-06 23:26:50 main:574] : INFO : Epoch 1573 | loss: 0.0311093 | val_loss: 0.0311748 | Time: 1205.41 ms
[2022-03-06 23:26:51 main:574] : INFO : Epoch 1574 | loss: 0.0311112 | val_loss: 0.0311674 | Time: 1207.68 ms
[2022-03-06 23:26:52 main:574] : INFO : Epoch 1575 | loss: 0.031112 | val_loss: 0.0311684 | Time: 1200.83 ms
[2022-03-06 23:26:53 main:574] : INFO : Epoch 1576 | loss: 0.0311121 | val_loss: 0.0311687 | Time: 1192.75 ms
[2022-03-06 23:26:55 main:574] : INFO : Epoch 1577 | loss: 0.0311171 | val_loss: 0.0311725 | Time: 1182.35 ms
[2022-03-06 23:26:56 main:574] : INFO : Epoch 1578 | loss: 0.031119 | val_loss: 0.031161 | Time: 1199.88 ms
[2022-03-06 23:26:57 main:574] : INFO : Epoch 1579 | loss: 0.0311151 | val_loss: 0.0311659 | Time: 1193.39 ms
[2022-03-06 23:26:58 main:574] : INFO : Epoch 1580 | loss: 0.031114 | val_loss: 0.0311616 | Time: 1171.76 ms
[2022-03-06 23:26:59 main:574] : INFO : Epoch 1581 | loss: 0.0311143 | val_loss: 0.0311724 | Time: 1182.8 ms
[2022-03-06 23:27:00 main:574] : INFO : Epoch 1582 | loss: 0.0311115 | val_loss: 0.0311666 | Time: 1178.38 ms
[2022-03-06 23:27:02 main:574] : INFO : Epoch 1583 | loss: 0.0311224 | val_loss: 0.0311651 | Time: 1187.62 ms
[2022-03-06 23:27:03 main:574] : INFO : Epoch 1584 | loss: 0.0311262 | val_loss: 0.0311722 | Time: 1180.8 ms
[2022-03-06 23:27:04 main:574] : INFO : Epoch 1585 | loss: 0.0311255 | val_loss: 0.0311682 | Time: 1199.55 ms
[2022-03-06 23:27:05 main:574] : INFO : Epoch 1586 | loss: 0.0311227 | val_loss: 0.0311677 | Time: 1198.89 ms
[2022-03-06 23:27:06 main:574] : INFO : Epoch 1587 | loss: 0.0311324 | val_loss: 0.0311735 | Time: 1178.66 ms
[2022-03-06 23:27:08 main:574] : INFO : Epoch 1588 | loss: 0.0311267 | val_loss: 0.0311664 | Time: 1186.23 ms
[2022-03-06 23:27:09 main:574] : INFO : Epoch 1589 | loss: 0.0311226 | val_loss: 0.0311674 | Time: 1193.8 ms
[2022-03-06 23:27:10 main:574] : INFO : Epoch 1590 | loss: 0.031121 | val_loss: 0.0311702 | Time: 1181.94 ms
[2022-03-06 23:27:11 main:574] : INFO : Epoch 1591 | loss: 0.0311207 | val_loss: 0.0311652 | Time: 1180.12 ms
[2022-03-06 23:27:12 main:574] : INFO : Epoch 1592 | loss: 0.0311228 | val_loss: 0.0311674 | Time: 1204.57 ms
[2022-03-06 23:27:14 main:574] : INFO : Epoch 1593 | loss: 0.0311192 | val_loss: 0.0311694 | Time: 1178.16 ms
[2022-03-06 23:27:15 main:574] : INFO : Epoch 1594 | loss: 0.0311221 | val_loss: 0.0311725 | Time: 1203.38 ms
[2022-03-06 23:27:16 main:574] : INFO : Epoch 1595 | loss: 0.0311378 | val_loss: 0.0311666 | Time: 1196.55 ms
[2022-03-06 23:27:17 main:574] : INFO : Epoch 1596 | loss: 0.0311316 | val_loss: 0.0311648 | Time: 1169.47 ms
[2022-03-06 23:27:18 main:574] : INFO : Epoch 1597 | loss: 0.0311251 | val_loss: 0.0311629 | Time: 1201.88 ms
[2022-03-06 23:27:20 main:574] : INFO : Epoch 1598 | loss: 0.031125 | val_loss: 0.0311644 | Time: 1200.01 ms
[2022-03-06 23:27:21 main:574] : INFO : Epoch 1599 | loss: 0.0311235 | val_loss: 0.0311654 | Time: 1193 ms
[2022-03-06 23:27:22 main:574] : INFO : Epoch 1600 | loss: 0.031122 | val_loss: 0.0311737 | Time: 1209.9 ms
[2022-03-06 23:27:23 main:574] : INFO : Epoch 1601 | loss: 0.0311223 | val_loss: 0.031168 | Time: 1188.96 ms
[2022-03-06 23:27:24 main:574] : INFO : Epoch 1602 | loss: 0.0311213 | val_loss: 0.0311749 | Time: 1207.17 ms
[2022-03-06 23:27:26 main:574] : INFO : Epoch 1603 | loss: 0.0311202 | val_loss: 0.0311662 | Time: 1201.94 ms
[2022-03-06 23:27:27 main:574] : INFO : Epoch 1604 | loss: 0.0311183 | val_loss: 0.0311666 | Time: 1209.29 ms
[2022-03-06 23:27:28 main:574] : INFO : Epoch 1605 | loss: 0.0311193 | val_loss: 0.0311669 | Time: 1197.81 ms
[2022-03-06 23:27:29 main:574] : INFO : Epoch 1606 | loss: 0.0311174 | val_loss: 0.0311683 | Time: 1182.72 ms
[2022-03-06 23:27:30 main:574] : INFO : Epoch 1607 | loss: 0.0311175 | val_loss: 0.0311747 | Time: 1184.79 ms
[2022-03-06 23:27:32 main:574] : INFO : Epoch 1608 | loss: 0.0311191 | val_loss: 0.031171 | Time: 1190.21 ms
[2022-03-06 23:27:33 main:574] : INFO : Epoch 1609 | loss: 0.0311189 | val_loss: 0.0311771 | Time: 1190.12 ms
[2022-03-06 23:27:34 main:574] : INFO : Epoch 1610 | loss: 0.0311212 | val_loss: 0.031175 | Time: 1190.6 ms
[2022-03-06 23:27:35 main:574] : INFO : Epoch 1611 | loss: 0.0311193 | val_loss: 0.0311726 | Time: 1200.32 ms
[2022-03-06 23:27:36 main:574] : INFO : Epoch 1612 | loss: 0.0311182 | val_loss: 0.0311663 | Time: 1197.27 ms
[2022-03-06 23:27:38 main:574] : INFO : Epoch 1613 | loss: 0.0311157 | val_loss: 0.0311743 | Time: 1216.63 ms
[2022-03-06 23:27:39 main:574] : INFO : Epoch 1614 | loss: 0.031115 | val_loss: 0.0311711 | Time: 1175.84 ms
[2022-03-06 23:27:40 main:574] : INFO : Epoch 1615 | loss: 0.0311137 | val_loss: 0.0311753 | Time: 1195.76 ms
[2022-03-06 23:27:41 main:574] : INFO : Epoch 1616 | loss: 0.0311129 | val_loss: 0.0311696 | Time: 1199.44 ms
[2022-03-06 23:27:42 main:574] : INFO : Epoch 1617 | loss: 0.0311146 | val_loss: 0.0311661 | Time: 1214.46 ms
[2022-03-06 23:27:44 main:574] : INFO : Epoch 1618 | loss: 0.0311145 | val_loss: 0.0311692 | Time: 1218.56 ms
[2022-03-06 23:27:45 main:574] : INFO : Epoch 1619 | loss: 0.0311156 | val_loss: 0.0311669 | Time: 1199.5 ms
[2022-03-06 23:27:46 main:574] : INFO : Epoch 1620 | loss: 0.0311173 | val_loss: 0.031168 | Time: 1185.7 ms
[2022-03-06 23:27:47 main:574] : INFO : Epoch 1621 | loss: 0.0311157 | val_loss: 0.0311765 | Time: 1188.11 ms
[2022-03-06 23:27:48 main:574] : INFO : Epoch 1622 | loss: 0.0311114 | val_loss: 0.0311656 | Time: 1183.26 ms
[2022-03-06 23:27:49 main:574] : INFO : Epoch 1623 | loss: 0.0311105 | val_loss: 0.031168 | Time: 1187.04 ms
[2022-03-06 23:27:51 main:574] : INFO : Epoch 1624 | loss: 0.0311105 | val_loss: 0.0311707 | Time: 1205.79 ms
[2022-03-06 23:27:52 main:574] : INFO : Epoch 1625 | loss: 0.0311136 | val_loss: 0.031172 | Time: 1178.17 ms
[2022-03-06 23:27:53 main:574] : INFO : Epoch 1626 | loss: 0.0311248 | val_loss: 0.0311727 | Time: 1187.53 ms
[2022-03-06 23:27:54 main:574] : INFO : Epoch 1627 | loss: 0.0311504 | val_loss: 0.0311659 | Time: 1172.77 ms
[2022-03-06 23:27:55 main:574] : INFO : Epoch 1628 | loss: 0.0311437 | val_loss: 0.0311637 | Time: 1201.19 ms
[2022-03-06 23:27:57 main:574] : INFO : Epoch 1629 | loss: 0.0311393 | val_loss: 0.0311616 | Time: 1201.22 ms
[2022-03-06 23:27:58 main:574] : INFO : Epoch 1630 | loss: 0.0311361 | val_loss: 0.0311646 | Time: 1195.49 ms
[2022-03-06 23:27:59 main:574] : INFO : Epoch 1631 | loss: 0.0311315 | val_loss: 0.0311645 | Time: 1223.07 ms
[2022-03-06 23:28:00 main:574] : INFO : Epoch 1632 | loss: 0.0311284 | val_loss: 0.0311651 | Time: 1193.69 ms
[2022-03-06 23:28:01 main:574] : INFO : Epoch 1633 | loss: 0.0311257 | val_loss: 0.0311702 | Time: 1175.11 ms
[2022-03-06 23:28:03 main:574] : INFO : Epoch 1634 | loss: 0.0311232 | val_loss: 0.0311655 | Time: 1184.16 ms
[2022-03-06 23:28:04 main:574] : INFO : Epoch 1635 | loss: 0.0311232 | val_loss: 0.0311659 | Time: 1191.84 ms
[2022-03-06 23:28:05 main:574] : INFO : Epoch 1636 | loss: 0.0311243 | val_loss: 0.0311643 | Time: 1182.57 ms
[2022-03-06 23:28:06 main:574] : INFO : Epoch 1637 | loss: 0.0311199 | val_loss: 0.0311696 | Time: 1193.87 ms
[2022-03-06 23:28:07 main:574] : INFO : Epoch 1638 | loss: 0.0311235 | val_loss: 0.0311671 | Time: 1190.13 ms
[2022-03-06 23:28:09 main:574] : INFO : Epoch 1639 | loss: 0.0311201 | val_loss: 0.0311644 | Time: 1212.66 ms
[2022-03-06 23:28:10 main:574] : INFO : Epoch 1640 | loss: 0.0311217 | val_loss: 0.0311683 | Time: 1176.61 ms
[2022-03-06 23:28:11 main:574] : INFO : Epoch 1641 | loss: 0.0311202 | val_loss: 0.0311802 | Time: 1178.78 ms
[2022-03-06 23:28:12 main:574] : INFO : Epoch 1642 | loss: 0.0311199 | val_loss: 0.0311729 | Time: 1172.45 ms
[2022-03-06 23:28:13 main:574] : INFO : Epoch 1643 | loss: 0.0311199 | val_loss: 0.0311682 | Time: 1200.6 ms
[2022-03-06 23:28:15 main:574] : INFO : Epoch 1644 | loss: 0.0311188 | val_loss: 0.031177 | Time: 1203.38 ms
[2022-03-06 23:28:16 main:574] : INFO : Epoch 1645 | loss: 0.031119 | val_loss: 0.0311642 | Time: 1209.02 ms
[2022-03-06 23:28:17 main:574] : INFO : Epoch 1646 | loss: 0.0311167 | val_loss: 0.0311637 | Time: 1206.3 ms
[2022-03-06 23:28:18 main:574] : INFO : Epoch 1647 | loss: 0.0311144 | val_loss: 0.031172 | Time: 1198.07 ms
[2022-03-06 23:28:19 main:574] : INFO : Epoch 1648 | loss: 0.0311128 | val_loss: 0.031172 | Time: 1181.45 ms
[2022-03-06 23:28:21 main:574] : INFO : Epoch 1649 | loss: 0.0311153 | val_loss: 0.0311706 | Time: 1199.82 ms
[2022-03-06 23:28:22 main:574] : INFO : Epoch 1650 | loss: 0.0311146 | val_loss: 0.0311643 | Time: 1208.75 ms
[2022-03-06 23:28:23 main:574] : INFO : Epoch 1651 | loss: 0.0311138 | val_loss: 0.0311662 | Time: 1192.84 ms
[2022-03-06 23:28:24 main:574] : INFO : Epoch 1652 | loss: 0.0311139 | val_loss: 0.0311728 | Time: 1193.6 ms
[2022-03-06 23:28:25 main:574] : INFO : Epoch 1653 | loss: 0.0311159 | val_loss: 0.0311666 | Time: 1195.07 ms
[2022-03-06 23:28:27 main:574] : INFO : Epoch 1654 | loss: 0.0311148 | val_loss: 0.0311614 | Time: 1196.3 ms
[2022-03-06 23:28:28 main:574] : INFO : Epoch 1655 | loss: 0.0311147 | val_loss: 0.03116 | Time: 1168.32 ms
[2022-03-06 23:28:29 main:574] : INFO : Epoch 1656 | loss: 0.0311134 | val_loss: 0.0311624 | Time: 1192.94 ms
[2022-03-06 23:28:30 main:574] : INFO : Epoch 1657 | loss: 0.0311154 | val_loss: 0.031171 | Time: 1192.61 ms
[2022-03-06 23:28:31 main:574] : INFO : Epoch 1658 | loss: 0.0311209 | val_loss: 0.0311719 | Time: 1191.57 ms
[2022-03-06 23:28:32 main:574] : INFO : Epoch 1659 | loss: 0.0311161 | val_loss: 0.0311695 | Time: 1216.07 ms
[2022-03-06 23:28:34 main:574] : INFO : Epoch 1660 | loss: 0.0311176 | val_loss: 0.0311778 | Time: 1206.93 ms
[2022-03-06 23:28:35 main:574] : INFO : Epoch 1661 | loss: 0.0311207 | val_loss: 0.0311632 | Time: 1201.61 ms
[2022-03-06 23:28:36 main:574] : INFO : Epoch 1662 | loss: 0.0311152 | val_loss: 0.0311703 | Time: 1176.82 ms
[2022-03-06 23:28:37 main:574] : INFO : Epoch 1663 | loss: 0.0311193 | val_loss: 0.0311718 | Time: 1186.71 ms
[2022-03-06 23:28:38 main:574] : INFO : Epoch 1664 | loss: 0.0311206 | val_loss: 0.0311625 | Time: 1195.44 ms
[2022-03-06 23:28:40 main:574] : INFO : Epoch 1665 | loss: 0.0311175 | val_loss: 0.0311658 | Time: 1203.6 ms
[2022-03-06 23:28:41 main:574] : INFO : Epoch 1666 | loss: 0.0311144 | val_loss: 0.0311742 | Time: 1204.43 ms
[2022-03-06 23:28:42 main:574] : INFO : Epoch 1667 | loss: 0.0311156 | val_loss: 0.0311757 | Time: 1188.79 ms
[2022-03-06 23:28:43 main:574] : INFO : Epoch 1668 | loss: 0.031117 | val_loss: 0.0311695 | Time: 1171.39 ms
[2022-03-06 23:28:44 main:574] : INFO : Epoch 1669 | loss: 0.0311223 | val_loss: 0.0311696 | Time: 1194.29 ms
[2022-03-06 23:28:46 main:574] : INFO : Epoch 1670 | loss: 0.0311198 | val_loss: 0.031167 | Time: 1194.07 ms
[2022-03-06 23:28:47 main:574] : INFO : Epoch 1671 | loss: 0.0311176 | val_loss: 0.0311681 | Time: 1190.65 ms
[2022-03-06 23:28:48 main:574] : INFO : Epoch 1672 | loss: 0.0311177 | val_loss: 0.0311627 | Time: 1194.24 ms
[2022-03-06 23:28:49 main:574] : INFO : Epoch 1673 | loss: 0.0311212 | val_loss: 0.0311649 | Time: 1199.74 ms
[2022-03-06 23:28:50 main:574] : INFO : Epoch 1674 | loss: 0.0311197 | val_loss: 0.0311647 | Time: 1204.8 ms
[2022-03-06 23:28:52 main:574] : INFO : Epoch 1675 | loss: 0.0311164 | val_loss: 0.0311677 | Time: 1183.4 ms
[2022-03-06 23:28:53 main:574] : INFO : Epoch 1676 | loss: 0.0311144 | val_loss: 0.0311708 | Time: 1186.92 ms
[2022-03-06 23:28:54 main:574] : INFO : Epoch 1677 | loss: 0.0311186 | val_loss: 0.031175 | Time: 1188.82 ms
[2022-03-06 23:28:55 main:574] : INFO : Epoch 1678 | loss: 0.0311136 | val_loss: 0.0311679 | Time: 1182.65 ms
[2022-03-06 23:28:56 main:574] : INFO : Epoch 1679 | loss: 0.0311172 | val_loss: 0.0311702 | Time: 1211.61 ms
[2022-03-06 23:28:58 main:574] : INFO : Epoch 1680 | loss: 0.0311167 | val_loss: 0.0311722 | Time: 1170.5 ms
[2022-03-06 23:28:59 main:574] : INFO : Epoch 1681 | loss: 0.0311153 | val_loss: 0.0311808 | Time: 1194.69 ms
[2022-03-06 23:29:00 main:574] : INFO : Epoch 1682 | loss: 0.0311127 | val_loss: 0.0311717 | Time: 1205.59 ms
[2022-03-06 23:29:01 main:574] : INFO : Epoch 1683 | loss: 0.0311111 | val_loss: 0.0311689 | Time: 1193.08 ms
[2022-03-06 23:29:02 main:574] : INFO : Epoch 1684 | loss: 0.0311071 | val_loss: 0.0311652 | Time: 1192.45 ms
[2022-03-06 23:29:04 main:574] : INFO : Epoch 1685 | loss: 0.0311064 | val_loss: 0.0311756 | Time: 1199.23 ms
[2022-03-06 23:29:05 main:574] : INFO : Epoch 1686 | loss: 0.0311064 | val_loss: 0.0311681 | Time: 1195.61 ms
[2022-03-06 23:29:06 main:574] : INFO : Epoch 1687 | loss: 0.0311091 | val_loss: 0.0311708 | Time: 1182.33 ms
[2022-03-06 23:29:07 main:574] : INFO : Epoch 1688 | loss: 0.0311088 | val_loss: 0.0311732 | Time: 1185.83 ms
[2022-03-06 23:29:08 main:574] : INFO : Epoch 1689 | loss: 0.0311123 | val_loss: 0.0311717 | Time: 1186.59 ms
[2022-03-06 23:29:10 main:574] : INFO : Epoch 1690 | loss: 0.031111 | val_loss: 0.0311675 | Time: 1209.28 ms
[2022-03-06 23:29:11 main:574] : INFO : Epoch 1691 | loss: 0.031113 | val_loss: 0.0311684 | Time: 1187.09 ms
[2022-03-06 23:29:12 main:574] : INFO : Epoch 1692 | loss: 0.0311108 | val_loss: 0.0311661 | Time: 1196.16 ms
[2022-03-06 23:29:13 main:574] : INFO : Epoch 1693 | loss: 0.0311085 | val_loss: 0.0311693 | Time: 1182.26 ms
[2022-03-06 23:29:14 main:574] : INFO : Epoch 1694 | loss: 0.0311092 | val_loss: 0.031167 | Time: 1173.68 ms
[2022-03-06 23:29:15 main:574] : INFO : Epoch 1695 | loss: 0.0311096 | val_loss: 0.0311817 | Time: 1209.37 ms
[2022-03-06 23:29:17 main:574] : INFO : Epoch 1696 | loss: 0.0311085 | val_loss: 0.0311776 | Time: 1165.4 ms
[2022-03-06 23:29:18 main:574] : INFO : Epoch 1697 | loss: 0.0311096 | val_loss: 0.0311716 | Time: 1195.25 ms
[2022-03-06 23:29:19 main:574] : INFO : Epoch 1698 | loss: 0.0311083 | val_loss: 0.0311713 | Time: 1208.43 ms
[2022-03-06 23:29:20 main:574] : INFO : Epoch 1699 | loss: 0.0311133 | val_loss: 0.0311684 | Time: 1203.31 ms
[2022-03-06 23:29:21 main:574] : INFO : Epoch 1700 | loss: 0.0311114 | val_loss: 0.0311697 | Time: 1178.19 ms
[2022-03-06 23:29:23 main:574] : INFO : Epoch 1701 | loss: 0.0311098 | val_loss: 0.0311768 | Time: 1195.82 ms
[2022-03-06 23:29:24 main:574] : INFO : Epoch 1702 | loss: 0.0311141 | val_loss: 0.0311707 | Time: 1196.03 ms
[2022-03-06 23:29:25 main:574] : INFO : Epoch 1703 | loss: 0.0311104 | val_loss: 0.0311729 | Time: 1197.94 ms
[2022-03-06 23:29:26 main:574] : INFO : Epoch 1704 | loss: 0.0311082 | val_loss: 0.0311738 | Time: 1169.66 ms
[2022-03-06 23:29:27 main:574] : INFO : Epoch 1705 | loss: 0.0311122 | val_loss: 0.0311709 | Time: 1198.56 ms
[2022-03-06 23:29:29 main:574] : INFO : Epoch 1706 | loss: 0.0311148 | val_loss: 0.0311692 | Time: 1191.17 ms
[2022-03-06 23:29:30 main:574] : INFO : Epoch 1707 | loss: 0.0311152 | val_loss: 0.0311763 | Time: 1190.69 ms
[2022-03-06 23:29:31 main:574] : INFO : Epoch 1708 | loss: 0.0311165 | val_loss: 0.0311744 | Time: 1195.54 ms
[2022-03-06 23:29:32 main:574] : INFO : Epoch 1709 | loss: 0.031123 | val_loss: 0.0311775 | Time: 1178.58 ms
[2022-03-06 23:29:33 main:574] : INFO : Epoch 1710 | loss: 0.031115 | val_loss: 0.0311743 | Time: 1187.7 ms
[2022-03-06 23:29:34 main:574] : INFO : Epoch 1711 | loss: 0.0311097 | val_loss: 0.031178 | Time: 1163.32 ms
[2022-03-06 23:29:36 main:574] : INFO : Epoch 1712 | loss: 0.0311092 | val_loss: 0.0311745 | Time: 1202.47 ms
[2022-03-06 23:29:37 main:574] : INFO : Epoch 1713 | loss: 0.0311172 | val_loss: 0.0311759 | Time: 1217.36 ms
[2022-03-06 23:29:38 main:574] : INFO : Epoch 1714 | loss: 0.0311182 | val_loss: 0.0311676 | Time: 1184.65 ms
[2022-03-06 23:29:39 main:574] : INFO : Epoch 1715 | loss: 0.0311142 | val_loss: 0.0311712 | Time: 1192.43 ms
[2022-03-06 23:29:40 main:574] : INFO : Epoch 1716 | loss: 0.031111 | val_loss: 0.0311758 | Time: 1178.66 ms
[2022-03-06 23:29:42 main:574] : INFO : Epoch 1717 | loss: 0.031108 | val_loss: 0.0311705 | Time: 1203.08 ms
[2022-03-06 23:29:43 main:574] : INFO : Epoch 1718 | loss: 0.0311075 | val_loss: 0.0311747 | Time: 1188.01 ms
[2022-03-06 23:29:44 main:574] : INFO : Epoch 1719 | loss: 0.0311124 | val_loss: 0.0311711 | Time: 1196.25 ms
[2022-03-06 23:29:45 main:574] : INFO : Epoch 1720 | loss: 0.0311104 | val_loss: 0.0311767 | Time: 1193.7 ms
[2022-03-06 23:29:46 main:574] : INFO : Epoch 1721 | loss: 0.0311097 | val_loss: 0.031167 | Time: 1200.96 ms
[2022-03-06 23:29:48 main:574] : INFO : Epoch 1722 | loss: 0.0311071 | val_loss: 0.0311709 | Time: 1209.25 ms
[2022-03-06 23:29:49 main:574] : INFO : Epoch 1723 | loss: 0.0311076 | val_loss: 0.0311732 | Time: 1179.22 ms
[2022-03-06 23:29:50 main:574] : INFO : Epoch 1724 | loss: 0.0311129 | val_loss: 0.0311702 | Time: 1186.37 ms
[2022-03-06 23:29:51 main:574] : INFO : Epoch 1725 | loss: 0.0311154 | val_loss: 0.031173 | Time: 1197.9 ms
[2022-03-06 23:29:52 main:574] : INFO : Epoch 1726 | loss: 0.0311152 | val_loss: 0.0311748 | Time: 1188.07 ms
[2022-03-06 23:29:54 main:574] : INFO : Epoch 1727 | loss: 0.0311104 | val_loss: 0.0311794 | Time: 1194.03 ms
[2022-03-06 23:29:55 main:574] : INFO : Epoch 1728 | loss: 0.0311114 | val_loss: 0.031164 | Time: 1188.35 ms
[2022-03-06 23:29:56 main:574] : INFO : Epoch 1729 | loss: 0.0311069 | val_loss: 0.0311732 | Time: 1210.83 ms
[2022-03-06 23:29:57 main:574] : INFO : Epoch 1730 | loss: 0.0311087 | val_loss: 0.0311808 | Time: 1194.99 ms
[2022-03-06 23:29:58 main:574] : INFO : Epoch 1731 | loss: 0.0311084 | val_loss: 0.0311719 | Time: 1191.78 ms
[2022-03-06 23:30:00 main:574] : INFO : Epoch 1732 | loss: 0.031107 | val_loss: 0.031177 | Time: 1204.12 ms
[2022-03-06 23:30:01 main:574] : INFO : Epoch 1733 | loss: 0.031108 | val_loss: 0.0311749 | Time: 1201.39 ms
[2022-03-06 23:30:02 main:574] : INFO : Epoch 1734 | loss: 0.0311087 | val_loss: 0.0311793 | Time: 1187.04 ms
[2022-03-06 23:30:03 main:574] : INFO : Epoch 1735 | loss: 0.0311052 | val_loss: 0.0311715 | Time: 1196.82 ms
[2022-03-06 23:30:04 main:574] : INFO : Epoch 1736 | loss: 0.0311053 | val_loss: 0.0311785 | Time: 1182.85 ms
[2022-03-06 23:30:06 main:574] : INFO : Epoch 1737 | loss: 0.0311082 | val_loss: 0.0311748 | Time: 1205.8 ms
[2022-03-06 23:30:07 main:574] : INFO : Epoch 1738 | loss: 0.031107 | val_loss: 0.0311708 | Time: 1180.92 ms
[2022-03-06 23:30:08 main:574] : INFO : Epoch 1739 | loss: 0.03111 | val_loss: 0.0311744 | Time: 1203.29 ms
[2022-03-06 23:30:09 main:574] : INFO : Epoch 1740 | loss: 0.0311096 | val_loss: 0.0311705 | Time: 1170.45 ms
[2022-03-06 23:30:10 main:574] : INFO : Epoch 1741 | loss: 0.0311087 | val_loss: 0.0311808 | Time: 1188.68 ms
[2022-03-06 23:30:12 main:574] : INFO : Epoch 1742 | loss: 0.0311085 | val_loss: 0.0311793 | Time: 1201.29 ms
[2022-03-06 23:30:13 main:574] : INFO : Epoch 1743 | loss: 0.0311084 | val_loss: 0.0311742 | Time: 1182.99 ms
[2022-03-06 23:30:14 main:574] : INFO : Epoch 1744 | loss: 0.0311069 | val_loss: 0.0311709 | Time: 1181.43 ms
[2022-03-06 23:30:15 main:574] : INFO : Epoch 1745 | loss: 0.0311097 | val_loss: 0.0311669 | Time: 1196.67 ms
[2022-03-06 23:30:16 main:574] : INFO : Epoch 1746 | loss: 0.0311049 | val_loss: 0.0311747 | Time: 1188.56 ms
[2022-03-06 23:30:17 main:574] : INFO : Epoch 1747 | loss: 0.0311085 | val_loss: 0.0311801 | Time: 1196.06 ms
[2022-03-06 23:30:19 main:574] : INFO : Epoch 1748 | loss: 0.0311071 | val_loss: 0.0311849 | Time: 1185.48 ms
[2022-03-06 23:30:20 main:574] : INFO : Epoch 1749 | loss: 0.0311032 | val_loss: 0.0311791 | Time: 1171.99 ms
[2022-03-06 23:30:21 main:574] : INFO : Epoch 1750 | loss: 0.0311045 | val_loss: 0.0311786 | Time: 1192.2 ms
[2022-03-06 23:30:22 main:574] : INFO : Epoch 1751 | loss: 0.0311051 | val_loss: 0.0311756 | Time: 1188.15 ms
[2022-03-06 23:30:23 main:574] : INFO : Epoch 1752 | loss: 0.0311077 | val_loss: 0.0311786 | Time: 1192.41 ms
[2022-03-06 23:30:25 main:574] : INFO : Epoch 1753 | loss: 0.03111 | val_loss: 0.0311756 | Time: 1186.78 ms
[2022-03-06 23:30:26 main:574] : INFO : Epoch 1754 | loss: 0.0311041 | val_loss: 0.0311777 | Time: 1184.62 ms
[2022-03-06 23:30:27 main:574] : INFO : Epoch 1755 | loss: 0.0311068 | val_loss: 0.0311759 | Time: 1169.97 ms
[2022-03-06 23:30:28 main:574] : INFO : Epoch 1756 | loss: 0.0311098 | val_loss: 0.031193 | Time: 1190.36 ms
[2022-03-06 23:30:29 main:574] : INFO : Epoch 1757 | loss: 0.0311066 | val_loss: 0.0311722 | Time: 1187.23 ms
[2022-03-06 23:30:31 main:574] : INFO : Epoch 1758 | loss: 0.031102 | val_loss: 0.0311799 | Time: 1190.39 ms
[2022-03-06 23:30:32 main:574] : INFO : Epoch 1759 | loss: 0.0311064 | val_loss: 0.0311751 | Time: 1159.81 ms
[2022-03-06 23:30:33 main:574] : INFO : Epoch 1760 | loss: 0.0311088 | val_loss: 0.0311789 | Time: 1188.82 ms
[2022-03-06 23:30:34 main:574] : INFO : Epoch 1761 | loss: 0.0311056 | val_loss: 0.0311783 | Time: 1195.64 ms
[2022-03-06 23:30:35 main:574] : INFO : Epoch 1762 | loss: 0.0311046 | val_loss: 0.0311724 | Time: 1194.73 ms
[2022-03-06 23:30:36 main:574] : INFO : Epoch 1763 | loss: 0.0311085 | val_loss: 0.031181 | Time: 1194.57 ms
[2022-03-06 23:30:38 main:574] : INFO : Epoch 1764 | loss: 0.031111 | val_loss: 0.0311673 | Time: 1210.44 ms
[2022-03-06 23:30:39 main:574] : INFO : Epoch 1765 | loss: 0.0311128 | val_loss: 0.0311809 | Time: 1194.12 ms
[2022-03-06 23:30:40 main:574] : INFO : Epoch 1766 | loss: 0.031112 | val_loss: 0.0311754 | Time: 1195.75 ms
[2022-03-06 23:30:41 main:574] : INFO : Epoch 1767 | loss: 0.0311074 | val_loss: 0.0311742 | Time: 1190.94 ms
[2022-03-06 23:30:43 main:574] : INFO : Epoch 1768 | loss: 0.0311102 | val_loss: 0.0311743 | Time: 1217.07 ms
[2022-03-06 23:30:44 main:574] : INFO : Epoch 1769 | loss: 0.0311103 | val_loss: 0.0311708 | Time: 1174.31 ms
[2022-03-06 23:30:45 main:574] : INFO : Epoch 1770 | loss: 0.0311085 | val_loss: 0.0311694 | Time: 1179.31 ms
[2022-03-06 23:30:46 main:574] : INFO : Epoch 1771 | loss: 0.0311078 | val_loss: 0.0311728 | Time: 1188.52 ms
[2022-03-06 23:30:47 main:574] : INFO : Epoch 1772 | loss: 0.0311123 | val_loss: 0.0311665 | Time: 1188.6 ms
[2022-03-06 23:30:48 main:574] : INFO : Epoch 1773 | loss: 0.0311067 | val_loss: 0.031179 | Time: 1197.35 ms
[2022-03-06 23:30:50 main:574] : INFO : Epoch 1774 | loss: 0.0311028 | val_loss: 0.0311743 | Time: 1189.15 ms
[2022-03-06 23:30:51 main:574] : INFO : Epoch 1775 | loss: 0.0311016 | val_loss: 0.031171 | Time: 1189.15 ms
[2022-03-06 23:30:52 main:574] : INFO : Epoch 1776 | loss: 0.0311037 | val_loss: 0.0311802 | Time: 1200.3 ms
[2022-03-06 23:30:53 main:574] : INFO : Epoch 1777 | loss: 0.0311032 | val_loss: 0.0311752 | Time: 1202.86 ms
[2022-03-06 23:30:54 main:574] : INFO : Epoch 1778 | loss: 0.0311037 | val_loss: 0.0311738 | Time: 1193.5 ms
[2022-03-06 23:30:56 main:574] : INFO : Epoch 1779 | loss: 0.0311086 | val_loss: 0.0311725 | Time: 1196.73 ms
[2022-03-06 23:30:57 main:574] : INFO : Epoch 1780 | loss: 0.0311071 | val_loss: 0.0311726 | Time: 1185.93 ms
[2022-03-06 23:30:58 main:574] : INFO : Epoch 1781 | loss: 0.0311061 | val_loss: 0.0311812 | Time: 1184.19 ms
[2022-03-06 23:30:59 main:574] : INFO : Epoch 1782 | loss: 0.0311061 | val_loss: 0.0311757 | Time: 1173.84 ms
[2022-03-06 23:31:00 main:574] : INFO : Epoch 1783 | loss: 0.031104 | val_loss: 0.0311742 | Time: 1199.16 ms
[2022-03-06 23:31:02 main:574] : INFO : Epoch 1784 | loss: 0.0311032 | val_loss: 0.0311751 | Time: 1187.68 ms
[2022-03-06 23:31:03 main:574] : INFO : Epoch 1785 | loss: 0.0311015 | val_loss: 0.0311808 | Time: 1199.56 ms
[2022-03-06 23:31:04 main:574] : INFO : Epoch 1786 | loss: 0.0311018 | val_loss: 0.0311877 | Time: 1185.38 ms
[2022-03-06 23:31:05 main:574] : INFO : Epoch 1787 | loss: 0.0311009 | val_loss: 0.0311757 | Time: 1175.04 ms
[2022-03-06 23:31:06 main:574] : INFO : Epoch 1788 | loss: 0.031105 | val_loss: 0.0311741 | Time: 1219.06 ms
[2022-03-06 23:31:08 main:574] : INFO : Epoch 1789 | loss: 0.0311049 | val_loss: 0.0311843 | Time: 1200.98 ms
[2022-03-06 23:31:09 main:574] : INFO : Epoch 1790 | loss: 0.0311062 | val_loss: 0.031175 | Time: 1212.45 ms
[2022-03-06 23:31:10 main:574] : INFO : Epoch 1791 | loss: 0.0311265 | val_loss: 0.0311662 | Time: 1208.56 ms
[2022-03-06 23:31:11 main:574] : INFO : Epoch 1792 | loss: 0.031146 | val_loss: 0.0311675 | Time: 1191.22 ms
[2022-03-06 23:31:12 main:574] : INFO : Epoch 1793 | loss: 0.0311416 | val_loss: 0.0311673 | Time: 1187.81 ms
[2022-03-06 23:31:14 main:574] : INFO : Epoch 1794 | loss: 0.0311361 | val_loss: 0.03117 | Time: 1190.25 ms
[2022-03-06 23:31:15 main:574] : INFO : Epoch 1795 | loss: 0.0311282 | val_loss: 0.0311669 | Time: 1192.62 ms
[2022-03-06 23:31:16 main:574] : INFO : Epoch 1796 | loss: 0.0311297 | val_loss: 0.0311654 | Time: 1196.59 ms
[2022-03-06 23:31:17 main:574] : INFO : Epoch 1797 | loss: 0.0311295 | val_loss: 0.0311668 | Time: 1194.24 ms
[2022-03-06 23:31:18 main:574] : INFO : Epoch 1798 | loss: 0.0311271 | val_loss: 0.0311711 | Time: 1172.57 ms
[2022-03-06 23:31:19 main:574] : INFO : Epoch 1799 | loss: 0.0311275 | val_loss: 0.0311749 | Time: 1202.55 ms
[2022-03-06 23:31:21 main:574] : INFO : Epoch 1800 | loss: 0.0311246 | val_loss: 0.0311693 | Time: 1191.2 ms
[2022-03-06 23:31:22 main:574] : INFO : Epoch 1801 | loss: 0.03112 | val_loss: 0.0311636 | Time: 1165.49 ms
[2022-03-06 23:31:23 main:574] : INFO : Epoch 1802 | loss: 0.0311173 | val_loss: 0.0311704 | Time: 1179.99 ms
[2022-03-06 23:31:24 main:574] : INFO : Epoch 1803 | loss: 0.0311155 | val_loss: 0.0311722 | Time: 1197.82 ms
[2022-03-06 23:31:25 main:574] : INFO : Epoch 1804 | loss: 0.031113 | val_loss: 0.0311675 | Time: 1205.09 ms
[2022-03-06 23:31:27 main:574] : INFO : Epoch 1805 | loss: 0.0311122 | val_loss: 0.0311689 | Time: 1185.82 ms
[2022-03-06 23:31:28 main:574] : INFO : Epoch 1806 | loss: 0.0311116 | val_loss: 0.0311708 | Time: 1188.49 ms
[2022-03-06 23:31:29 main:574] : INFO : Epoch 1807 | loss: 0.0311102 | val_loss: 0.0311718 | Time: 1177.45 ms
[2022-03-06 23:31:30 main:574] : INFO : Epoch 1808 | loss: 0.0311107 | val_loss: 0.0311765 | Time: 1192.4 ms
[2022-03-06 23:31:31 main:574] : INFO : Epoch 1809 | loss: 0.0311297 | val_loss: 0.0311673 | Time: 1190.52 ms
[2022-03-06 23:31:33 main:574] : INFO : Epoch 1810 | loss: 0.0311361 | val_loss: 0.0311662 | Time: 1186.24 ms
[2022-03-06 23:31:34 main:574] : INFO : Epoch 1811 | loss: 0.0311293 | val_loss: 0.031171 | Time: 1195.07 ms
[2022-03-06 23:31:35 main:574] : INFO : Epoch 1812 | loss: 0.0311434 | val_loss: 0.0311712 | Time: 1174.99 ms
[2022-03-06 23:31:36 main:574] : INFO : Epoch 1813 | loss: 0.0311431 | val_loss: 0.0311791 | Time: 1192.57 ms
[2022-03-06 23:31:37 main:574] : INFO : Epoch 1814 | loss: 0.0311352 | val_loss: 0.0311751 | Time: 1179.96 ms
[2022-03-06 23:31:39 main:574] : INFO : Epoch 1815 | loss: 0.0311396 | val_loss: 0.0311686 | Time: 1190.77 ms
[2022-03-06 23:31:40 main:574] : INFO : Epoch 1816 | loss: 0.0311424 | val_loss: 0.0311685 | Time: 1180.71 ms
[2022-03-06 23:31:41 main:574] : INFO : Epoch 1817 | loss: 0.031137 | val_loss: 0.0311636 | Time: 1204.58 ms
[2022-03-06 23:31:42 main:574] : INFO : Epoch 1818 | loss: 0.0311361 | val_loss: 0.0311669 | Time: 1180.57 ms
[2022-03-06 23:31:43 main:574] : INFO : Epoch 1819 | loss: 0.0311352 | val_loss: 0.0311628 | Time: 1190.27 ms
[2022-03-06 23:31:44 main:574] : INFO : Epoch 1820 | loss: 0.0311356 | val_loss: 0.0311669 | Time: 1194.86 ms
[2022-03-06 23:31:46 main:574] : INFO : Epoch 1821 | loss: 0.031133 | val_loss: 0.0311636 | Time: 1195.07 ms
[2022-03-06 23:31:47 main:574] : INFO : Epoch 1822 | loss: 0.0311297 | val_loss: 0.0311649 | Time: 1198.93 ms
[2022-03-06 23:31:48 main:574] : INFO : Epoch 1823 | loss: 0.0311326 | val_loss: 0.031162 | Time: 1193.91 ms
[2022-03-06 23:31:49 main:574] : INFO : Epoch 1824 | loss: 0.0311287 | val_loss: 0.0311617 | Time: 1202.39 ms
[2022-03-06 23:31:50 main:574] : INFO : Epoch 1825 | loss: 0.0311276 | val_loss: 0.0311652 | Time: 1183.79 ms
[2022-03-06 23:31:52 main:574] : INFO : Epoch 1826 | loss: 0.0311248 | val_loss: 0.0311652 | Time: 1193.25 ms
[2022-03-06 23:31:53 main:574] : INFO : Epoch 1827 | loss: 0.0311249 | val_loss: 0.0311596 | Time: 1208.75 ms
[2022-03-06 23:31:54 main:574] : INFO : Epoch 1828 | loss: 0.0311253 | val_loss: 0.0311635 | Time: 1188.92 ms
[2022-03-06 23:31:55 main:574] : INFO : Epoch 1829 | loss: 0.0311244 | val_loss: 0.0311669 | Time: 1192.49 ms
[2022-03-06 23:31:56 main:574] : INFO : Epoch 1830 | loss: 0.0311258 | val_loss: 0.0311663 | Time: 1208.04 ms
[2022-03-06 23:31:58 main:574] : INFO : Epoch 1831 | loss: 0.03112 | val_loss: 0.0311659 | Time: 1209.14 ms
[2022-03-06 23:31:59 main:574] : INFO : Epoch 1832 | loss: 0.0311183 | val_loss: 0.0311634 | Time: 1194.6 ms
[2022-03-06 23:32:00 main:574] : INFO : Epoch 1833 | loss: 0.0311196 | val_loss: 0.0311707 | Time: 1182.99 ms
[2022-03-06 23:32:01 main:574] : INFO : Epoch 1834 | loss: 0.0311195 | val_loss: 0.0311658 | Time: 1207.88 ms
[2022-03-06 23:32:02 main:574] : INFO : Epoch 1835 | loss: 0.031122 | val_loss: 0.0311648 | Time: 1179.3 ms
[2022-03-06 23:32:04 main:574] : INFO : Epoch 1836 | loss: 0.0311187 | val_loss: 0.0311634 | Time: 1190.42 ms
[2022-03-06 23:32:05 main:574] : INFO : Epoch 1837 | loss: 0.0311169 | val_loss: 0.0311662 | Time: 1197.1 ms
[2022-03-06 23:32:06 main:574] : INFO : Epoch 1838 | loss: 0.0311176 | val_loss: 0.0311714 | Time: 1203.65 ms
[2022-03-06 23:32:07 main:574] : INFO : Epoch 1839 | loss: 0.0311159 | val_loss: 0.0311646 | Time: 1190.17 ms
[2022-03-06 23:32:08 main:574] : INFO : Epoch 1840 | loss: 0.0311155 | val_loss: 0.0311647 | Time: 1192.04 ms
[2022-03-06 23:32:10 main:574] : INFO : Epoch 1841 | loss: 0.0311211 | val_loss: 0.0311615 | Time: 1184.2 ms
[2022-03-06 23:32:11 main:574] : INFO : Epoch 1842 | loss: 0.0311225 | val_loss: 0.0311797 | Time: 1165.68 ms
[2022-03-06 23:32:12 main:574] : INFO : Epoch 1843 | loss: 0.0311424 | val_loss: 0.0311675 | Time: 1209.07 ms
[2022-03-06 23:32:13 main:574] : INFO : Epoch 1844 | loss: 0.0311378 | val_loss: 0.0311679 | Time: 1192.38 ms
[2022-03-06 23:32:14 main:574] : INFO : Epoch 1845 | loss: 0.0311359 | val_loss: 0.0311711 | Time: 1200.75 ms
[2022-03-06 23:32:16 main:574] : INFO : Epoch 1846 | loss: 0.0311342 | val_loss: 0.0311722 | Time: 1184.27 ms
[2022-03-06 23:32:17 main:574] : INFO : Epoch 1847 | loss: 0.0311346 | val_loss: 0.0311704 | Time: 1210 ms
[2022-03-06 23:32:18 main:574] : INFO : Epoch 1848 | loss: 0.0311316 | val_loss: 0.03117 | Time: 1209.97 ms
[2022-03-06 23:32:19 main:574] : INFO : Epoch 1849 | loss: 0.0311302 | val_loss: 0.0311682 | Time: 1209.4 ms
[2022-03-06 23:32:20 main:574] : INFO : Epoch 1850 | loss: 0.0311292 | val_loss: 0.0311734 | Time: 1205.73 ms
[2022-03-06 23:32:22 main:574] : INFO : Epoch 1851 | loss: 0.0311302 | val_loss: 0.0311693 | Time: 1193.35 ms
[2022-03-06 23:32:23 main:574] : INFO : Epoch 1852 | loss: 0.0311294 | val_loss: 0.0311658 | Time: 1197.55 ms
[2022-03-06 23:32:24 main:574] : INFO : Epoch 1853 | loss: 0.0311425 | val_loss: 0.0311649 | Time: 1186.29 ms
[2022-03-06 23:32:25 main:574] : INFO : Epoch 1854 | loss: 0.0311394 | val_loss: 0.0311614 | Time: 1188.63 ms
[2022-03-06 23:32:26 main:574] : INFO : Epoch 1855 | loss: 0.0311371 | val_loss: 0.0311583 | Time: 1194.02 ms
[2022-03-06 23:32:28 main:574] : INFO : Epoch 1856 | loss: 0.0311327 | val_loss: 0.0311652 | Time: 1185.3 ms
[2022-03-06 23:32:29 main:574] : INFO : Epoch 1857 | loss: 0.0311319 | val_loss: 0.0311574 | Time: 1195.78 ms
[2022-03-06 23:32:30 main:574] : INFO : Epoch 1858 | loss: 0.031127 | val_loss: 0.0311588 | Time: 1193.02 ms
[2022-03-06 23:32:31 main:574] : INFO : Epoch 1859 | loss: 0.0311267 | val_loss: 0.0311626 | Time: 1191.21 ms
[2022-03-06 23:32:32 main:574] : INFO : Epoch 1860 | loss: 0.0311254 | val_loss: 0.0311633 | Time: 1195.86 ms
[2022-03-06 23:32:34 main:574] : INFO : Epoch 1861 | loss: 0.0311231 | val_loss: 0.0311631 | Time: 1190.47 ms
[2022-03-06 23:32:35 main:574] : INFO : Epoch 1862 | loss: 0.0311281 | val_loss: 0.0311693 | Time: 1203.56 ms
[2022-03-06 23:32:36 main:574] : INFO : Epoch 1863 | loss: 0.0311237 | val_loss: 0.0311651 | Time: 1186.78 ms
[2022-03-06 23:32:37 main:574] : INFO : Epoch 1864 | loss: 0.0311207 | val_loss: 0.0311699 | Time: 1209.26 ms
[2022-03-06 23:32:38 main:574] : INFO : Epoch 1865 | loss: 0.0311196 | val_loss: 0.0311685 | Time: 1177.09 ms
[2022-03-06 23:32:39 main:574] : INFO : Epoch 1866 | loss: 0.0311177 | val_loss: 0.031165 | Time: 1189.37 ms
[2022-03-06 23:32:41 main:574] : INFO : Epoch 1867 | loss: 0.0311187 | val_loss: 0.0311664 | Time: 1194.11 ms
[2022-03-06 23:32:42 main:574] : INFO : Epoch 1868 | loss: 0.0311182 | val_loss: 0.0311703 | Time: 1180.29 ms
[2022-03-06 23:32:43 main:574] : INFO : Epoch 1869 | loss: 0.0311173 | val_loss: 0.0311673 | Time: 1209.56 ms
[2022-03-06 23:32:44 main:574] : INFO : Epoch 1870 | loss: 0.0311168 | val_loss: 0.031166 | Time: 1219.1 ms
[2022-03-06 23:32:45 main:574] : INFO : Epoch 1871 | loss: 0.0311125 | val_loss: 0.0311715 | Time: 1202.63 ms
[2022-03-06 23:32:47 main:574] : INFO : Epoch 1872 | loss: 0.0311119 | val_loss: 0.0311663 | Time: 1181.46 ms
[2022-03-06 23:32:48 main:574] : INFO : Epoch 1873 | loss: 0.031114 | val_loss: 0.0311682 | Time: 1198.83 ms
[2022-03-06 23:32:49 main:574] : INFO : Epoch 1874 | loss: 0.031113 | val_loss: 0.0311695 | Time: 1191.26 ms
[2022-03-06 23:32:50 main:574] : INFO : Epoch 1875 | loss: 0.0311146 | val_loss: 0.0311641 | Time: 1179.33 ms
[2022-03-06 23:32:51 main:574] : INFO : Epoch 1876 | loss: 0.0311165 | val_loss: 0.0311654 | Time: 1208.25 ms
[2022-03-06 23:32:53 main:574] : INFO : Epoch 1877 | loss: 0.0311116 | val_loss: 0.0311742 | Time: 1199.07 ms
[2022-03-06 23:32:54 main:574] : INFO : Epoch 1878 | loss: 0.031111 | val_loss: 0.0311662 | Time: 1190.06 ms
[2022-03-06 23:32:55 main:574] : INFO : Epoch 1879 | loss: 0.0311098 | val_loss: 0.0311701 | Time: 1204.81 ms
[2022-03-06 23:32:56 main:574] : INFO : Epoch 1880 | loss: 0.0311138 | val_loss: 0.0311661 | Time: 1197 ms
[2022-03-06 23:32:57 main:574] : INFO : Epoch 1881 | loss: 0.0311193 | val_loss: 0.0311729 | Time: 1187.13 ms
[2022-03-06 23:32:59 main:574] : INFO : Epoch 1882 | loss: 0.0311227 | val_loss: 0.0311726 | Time: 1177.23 ms
[2022-03-06 23:33:00 main:574] : INFO : Epoch 1883 | loss: 0.0311141 | val_loss: 0.0311713 | Time: 1183.2 ms
[2022-03-06 23:33:01 main:574] : INFO : Epoch 1884 | loss: 0.031113 | val_loss: 0.0311696 | Time: 1202.54 ms
[2022-03-06 23:33:02 main:574] : INFO : Epoch 1885 | loss: 0.0311124 | val_loss: 0.0311752 | Time: 1192.44 ms
[2022-03-06 23:33:03 main:574] : INFO : Epoch 1886 | loss: 0.0311074 | val_loss: 0.0311779 | Time: 1194.7 ms
[2022-03-06 23:33:05 main:574] : INFO : Epoch 1887 | loss: 0.0311087 | val_loss: 0.031169 | Time: 1183.39 ms
[2022-03-06 23:33:06 main:574] : INFO : Epoch 1888 | loss: 0.0311072 | val_loss: 0.0311758 | Time: 1200.35 ms
[2022-03-06 23:33:07 main:574] : INFO : Epoch 1889 | loss: 0.0311099 | val_loss: 0.0311662 | Time: 1216.14 ms
[2022-03-06 23:33:08 main:574] : INFO : Epoch 1890 | loss: 0.0311093 | val_loss: 0.0311674 | Time: 1208.87 ms
[2022-03-06 23:33:09 main:574] : INFO : Epoch 1891 | loss: 0.0311113 | val_loss: 0.0311708 | Time: 1168.7 ms
[2022-03-06 23:33:11 main:574] : INFO : Epoch 1892 | loss: 0.0311231 | val_loss: 0.0311695 | Time: 1178.6 ms
[2022-03-06 23:33:12 main:574] : INFO : Epoch 1893 | loss: 0.0311239 | val_loss: 0.0311623 | Time: 1211.38 ms
[2022-03-06 23:33:13 main:574] : INFO : Epoch 1894 | loss: 0.031117 | val_loss: 0.031171 | Time: 1183.3 ms
[2022-03-06 23:33:14 main:574] : INFO : Epoch 1895 | loss: 0.0311165 | val_loss: 0.0311787 | Time: 1206.13 ms
[2022-03-06 23:33:15 main:574] : INFO : Epoch 1896 | loss: 0.0311124 | val_loss: 0.0311681 | Time: 1211.77 ms
[2022-03-06 23:33:17 main:574] : INFO : Epoch 1897 | loss: 0.0311119 | val_loss: 0.0311757 | Time: 1191.21 ms
[2022-03-06 23:33:18 main:574] : INFO : Epoch 1898 | loss: 0.0311116 | val_loss: 0.0311827 | Time: 1168.4 ms
[2022-03-06 23:33:19 main:574] : INFO : Epoch 1899 | loss: 0.0311118 | val_loss: 0.0311787 | Time: 1178.62 ms
[2022-03-06 23:33:20 main:574] : INFO : Epoch 1900 | loss: 0.0311153 | val_loss: 0.0311678 | Time: 1177.83 ms
[2022-03-06 23:33:21 main:574] : INFO : Epoch 1901 | loss: 0.0311355 | val_loss: 0.0311707 | Time: 1195.16 ms
[2022-03-06 23:33:22 main:574] : INFO : Epoch 1902 | loss: 0.0311314 | val_loss: 0.0311648 | Time: 1188.51 ms
[2022-03-06 23:33:24 main:574] : INFO : Epoch 1903 | loss: 0.0311267 | val_loss: 0.0311674 | Time: 1190.79 ms
[2022-03-06 23:33:25 main:574] : INFO : Epoch 1904 | loss: 0.0311245 | val_loss: 0.0311646 | Time: 1202.98 ms
[2022-03-06 23:33:26 main:574] : INFO : Epoch 1905 | loss: 0.0311236 | val_loss: 0.0311691 | Time: 1193.97 ms
[2022-03-06 23:33:27 main:574] : INFO : Epoch 1906 | loss: 0.0311244 | val_loss: 0.0311687 | Time: 1202.88 ms
[2022-03-06 23:33:28 main:574] : INFO : Epoch 1907 | loss: 0.031119 | val_loss: 0.0311632 | Time: 1200.34 ms
[2022-03-06 23:33:30 main:574] : INFO : Epoch 1908 | loss: 0.0311162 | val_loss: 0.0311786 | Time: 1214.24 ms
[2022-03-06 23:33:31 main:574] : INFO : Epoch 1909 | loss: 0.0311149 | val_loss: 0.0311664 | Time: 1183.98 ms
[2022-03-06 23:33:32 main:574] : INFO : Epoch 1910 | loss: 0.0311161 | val_loss: 0.0311669 | Time: 1187.03 ms
[2022-03-06 23:33:33 main:574] : INFO : Epoch 1911 | loss: 0.0311145 | val_loss: 0.03117 | Time: 1212.11 ms
[2022-03-06 23:33:34 main:574] : INFO : Epoch 1912 | loss: 0.0311142 | val_loss: 0.0311607 | Time: 1204.33 ms
[2022-03-06 23:33:36 main:574] : INFO : Epoch 1913 | loss: 0.0311191 | val_loss: 0.0311653 | Time: 1201.53 ms
[2022-03-06 23:33:37 main:574] : INFO : Epoch 1914 | loss: 0.0311159 | val_loss: 0.0311637 | Time: 1184.91 ms
[2022-03-06 23:33:38 main:574] : INFO : Epoch 1915 | loss: 0.0311136 | val_loss: 0.0311631 | Time: 1210.76 ms
[2022-03-06 23:33:39 main:574] : INFO : Epoch 1916 | loss: 0.0311107 | val_loss: 0.0311669 | Time: 1185.91 ms
[2022-03-06 23:33:40 main:574] : INFO : Epoch 1917 | loss: 0.0311096 | val_loss: 0.0311614 | Time: 1206.16 ms
[2022-03-06 23:33:42 main:574] : INFO : Epoch 1918 | loss: 0.0311145 | val_loss: 0.031164 | Time: 1191.86 ms
[2022-03-06 23:33:43 main:574] : INFO : Epoch 1919 | loss: 0.0311143 | val_loss: 0.03116 | Time: 1215.8 ms
[2022-03-06 23:33:44 main:574] : INFO : Epoch 1920 | loss: 0.0311112 | val_loss: 0.0311681 | Time: 1209.66 ms
[2022-03-06 23:33:45 main:574] : INFO : Epoch 1921 | loss: 0.0311122 | val_loss: 0.0311672 | Time: 1205.21 ms
[2022-03-06 23:33:47 main:574] : INFO : Epoch 1922 | loss: 0.0311107 | val_loss: 0.0311742 | Time: 1217.79 ms
[2022-03-06 23:33:48 main:574] : INFO : Epoch 1923 | loss: 0.0311093 | val_loss: 0.0311616 | Time: 1197.28 ms
[2022-03-06 23:33:49 main:574] : INFO : Epoch 1924 | loss: 0.0311093 | val_loss: 0.0311671 | Time: 1186.76 ms
[2022-03-06 23:33:50 main:574] : INFO : Epoch 1925 | loss: 0.0311147 | val_loss: 0.0311676 | Time: 1184.03 ms
[2022-03-06 23:33:51 main:574] : INFO : Epoch 1926 | loss: 0.0311128 | val_loss: 0.0311653 | Time: 1202.86 ms
[2022-03-06 23:33:53 main:574] : INFO : Epoch 1927 | loss: 0.0311115 | val_loss: 0.0311635 | Time: 1195.04 ms
[2022-03-06 23:33:54 main:574] : INFO : Epoch 1928 | loss: 0.0311102 | val_loss: 0.0311701 | Time: 1203.8 ms
[2022-03-06 23:33:55 main:574] : INFO : Epoch 1929 | loss: 0.0311091 | val_loss: 0.031164 | Time: 1203.24 ms
[2022-03-06 23:33:56 main:574] : INFO : Epoch 1930 | loss: 0.0311083 | val_loss: 0.0311674 | Time: 1213.98 ms
[2022-03-06 23:33:57 main:574] : INFO : Epoch 1931 | loss: 0.0311055 | val_loss: 0.0311678 | Time: 1191.92 ms
[2022-03-06 23:33:59 main:574] : INFO : Epoch 1932 | loss: 0.0311071 | val_loss: 0.0311755 | Time: 1186.76 ms
[2022-03-06 23:34:00 main:574] : INFO : Epoch 1933 | loss: 0.0311052 | val_loss: 0.0311689 | Time: 1191.49 ms
[2022-03-06 23:34:01 main:574] : INFO : Epoch 1934 | loss: 0.0311047 | val_loss: 0.0311691 | Time: 1210.37 ms
[2022-03-06 23:34:02 main:574] : INFO : Epoch 1935 | loss: 0.0311028 | val_loss: 0.0311706 | Time: 1208.35 ms
[2022-03-06 23:34:03 main:574] : INFO : Epoch 1936 | loss: 0.031105 | val_loss: 0.0311693 | Time: 1201.86 ms
[2022-03-06 23:34:05 main:574] : INFO : Epoch 1937 | loss: 0.0311099 | val_loss: 0.0311666 | Time: 1209.03 ms
[2022-03-06 23:34:06 main:574] : INFO : Epoch 1938 | loss: 0.0311161 | val_loss: 0.0311665 | Time: 1189.42 ms
[2022-03-06 23:34:07 main:574] : INFO : Epoch 1939 | loss: 0.0311105 | val_loss: 0.0311699 | Time: 1190.22 ms
[2022-03-06 23:34:08 main:574] : INFO : Epoch 1940 | loss: 0.031109 | val_loss: 0.0311699 | Time: 1193.63 ms
[2022-03-06 23:34:09 main:574] : INFO : Epoch 1941 | loss: 0.0311088 | val_loss: 0.0311676 | Time: 1184.71 ms
[2022-03-06 23:34:10 main:574] : INFO : Epoch 1942 | loss: 0.0311066 | val_loss: 0.0311678 | Time: 1197.21 ms
[2022-03-06 23:34:12 main:574] : INFO : Epoch 1943 | loss: 0.0311079 | val_loss: 0.0311739 | Time: 1199.55 ms
[2022-03-06 23:34:13 main:574] : INFO : Epoch 1944 | loss: 0.0311105 | val_loss: 0.0311734 | Time: 1174.1 ms
[2022-03-06 23:34:14 main:574] : INFO : Epoch 1945 | loss: 0.0311077 | val_loss: 0.0311675 | Time: 1179.17 ms
[2022-03-06 23:34:15 main:574] : INFO : Epoch 1946 | loss: 0.0311078 | val_loss: 0.0311679 | Time: 1195.41 ms
[2022-03-06 23:34:16 main:574] : INFO : Epoch 1947 | loss: 0.0311055 | val_loss: 0.031176 | Time: 1193.54 ms
[2022-03-06 23:34:18 main:574] : INFO : Epoch 1948 | loss: 0.0311046 | val_loss: 0.0311707 | Time: 1182.08 ms
[2022-03-06 23:34:19 main:574] : INFO : Epoch 1949 | loss: 0.0311042 | val_loss: 0.0311712 | Time: 1204.38 ms
[2022-03-06 23:34:20 main:574] : INFO : Epoch 1950 | loss: 0.0311037 | val_loss: 0.0311737 | Time: 1177.31 ms
[2022-03-06 23:34:21 main:574] : INFO : Epoch 1951 | loss: 0.0311058 | val_loss: 0.0311636 | Time: 1187.66 ms
[2022-03-06 23:34:22 main:574] : INFO : Epoch 1952 | loss: 0.0311113 | val_loss: 0.0311728 | Time: 1211.38 ms
[2022-03-06 23:34:24 main:574] : INFO : Epoch 1953 | loss: 0.0311064 | val_loss: 0.0311741 | Time: 1184.35 ms
[2022-03-06 23:34:25 main:574] : INFO : Epoch 1954 | loss: 0.0311074 | val_loss: 0.0311688 | Time: 1201.45 ms
[2022-03-06 23:34:26 main:574] : INFO : Epoch 1955 | loss: 0.0311063 | val_loss: 0.0311718 | Time: 1178.53 ms
[2022-03-06 23:34:27 main:574] : INFO : Epoch 1956 | loss: 0.0311087 | val_loss: 0.0311742 | Time: 1189.92 ms
[2022-03-06 23:34:28 main:574] : INFO : Epoch 1957 | loss: 0.0311059 | val_loss: 0.031173 | Time: 1200.24 ms
[2022-03-06 23:34:30 main:574] : INFO : Epoch 1958 | loss: 0.0311056 | val_loss: 0.0311701 | Time: 1215.93 ms
[2022-03-06 23:34:31 main:574] : INFO : Epoch 1959 | loss: 0.0311039 | val_loss: 0.0311663 | Time: 1205.89 ms
[2022-03-06 23:34:32 main:574] : INFO : Epoch 1960 | loss: 0.031104 | val_loss: 0.0311694 | Time: 1192.13 ms
[2022-03-06 23:34:33 main:574] : INFO : Epoch 1961 | loss: 0.0311128 | val_loss: 0.0311698 | Time: 1190.43 ms
[2022-03-06 23:34:34 main:574] : INFO : Epoch 1962 | loss: 0.0311147 | val_loss: 0.0311785 | Time: 1183.26 ms
[2022-03-06 23:34:36 main:574] : INFO : Epoch 1963 | loss: 0.0311113 | val_loss: 0.0311776 | Time: 1199.95 ms
[2022-03-06 23:34:37 main:574] : INFO : Epoch 1964 | loss: 0.0311137 | val_loss: 0.0311722 | Time: 1201.71 ms
[2022-03-06 23:34:38 main:574] : INFO : Epoch 1965 | loss: 0.0311174 | val_loss: 0.0311634 | Time: 1200.48 ms
[2022-03-06 23:34:39 main:574] : INFO : Epoch 1966 | loss: 0.0311253 | val_loss: 0.0311673 | Time: 1191.63 ms
[2022-03-06 23:34:40 main:574] : INFO : Epoch 1967 | loss: 0.0311178 | val_loss: 0.0311794 | Time: 1181.64 ms
[2022-03-06 23:34:42 main:574] : INFO : Epoch 1968 | loss: 0.0311133 | val_loss: 0.0311703 | Time: 1189.93 ms
[2022-03-06 23:34:43 main:574] : INFO : Epoch 1969 | loss: 0.0311139 | val_loss: 0.031173 | Time: 1194.78 ms
[2022-03-06 23:34:44 main:574] : INFO : Epoch 1970 | loss: 0.0311091 | val_loss: 0.0311712 | Time: 1203.62 ms
[2022-03-06 23:34:45 main:574] : INFO : Epoch 1971 | loss: 0.0311065 | val_loss: 0.0311673 | Time: 1207.56 ms
[2022-03-06 23:34:46 main:574] : INFO : Epoch 1972 | loss: 0.0311076 | val_loss: 0.0311681 | Time: 1184.8 ms
[2022-03-06 23:34:48 main:574] : INFO : Epoch 1973 | loss: 0.0311105 | val_loss: 0.0311731 | Time: 1180.35 ms
[2022-03-06 23:34:49 main:574] : INFO : Epoch 1974 | loss: 0.0311056 | val_loss: 0.0311658 | Time: 1200.47 ms
[2022-03-06 23:34:50 main:574] : INFO : Epoch 1975 | loss: 0.0311078 | val_loss: 0.0311717 | Time: 1181.16 ms
[2022-03-06 23:34:51 main:574] : INFO : Epoch 1976 | loss: 0.0311085 | val_loss: 0.0311758 | Time: 1179.85 ms
[2022-03-06 23:34:52 main:574] : INFO : Epoch 1977 | loss: 0.0311072 | val_loss: 0.0311747 | Time: 1209.17 ms
[2022-03-06 23:34:53 main:574] : INFO : Epoch 1978 | loss: 0.0311089 | val_loss: 0.0311729 | Time: 1209.88 ms
[2022-03-06 23:34:55 main:574] : INFO : Epoch 1979 | loss: 0.0311083 | val_loss: 0.0311721 | Time: 1175.05 ms
[2022-03-06 23:34:56 main:574] : INFO : Epoch 1980 | loss: 0.0330763 | val_loss: 0.0317195 | Time: 1185.43 ms
[2022-03-06 23:34:57 main:574] : INFO : Epoch 1981 | loss: 0.0734502 | val_loss: 0.0366667 | Time: 1180.56 ms
[2022-03-06 23:34:58 main:574] : INFO : Epoch 1982 | loss: 0.0483562 | val_loss: 0.0372192 | Time: 1199.07 ms
[2022-03-06 23:34:59 main:574] : INFO : Epoch 1983 | loss: 0.043005 | val_loss: 0.0347775 | Time: 1178.49 ms
[2022-03-06 23:35:01 main:574] : INFO : Epoch 1984 | loss: 0.0326166 | val_loss: 0.0316286 | Time: 1198.03 ms
[2022-03-06 23:35:02 main:574] : INFO : Epoch 1985 | loss: 0.0315497 | val_loss: 0.0314259 | Time: 1184.49 ms
[2022-03-06 23:35:03 main:574] : INFO : Epoch 1986 | loss: 0.031318 | val_loss: 0.031295 | Time: 1185.53 ms
[2022-03-06 23:35:04 main:574] : INFO : Epoch 1987 | loss: 0.0312704 | val_loss: 0.031273 | Time: 1194.92 ms
[2022-03-06 23:35:05 main:574] : INFO : Epoch 1988 | loss: 0.0312597 | val_loss: 0.03127 | Time: 1195.03 ms
[2022-03-06 23:35:07 main:574] : INFO : Epoch 1989 | loss: 0.0312569 | val_loss: 0.0312684 | Time: 1185.78 ms
[2022-03-06 23:35:08 main:574] : INFO : Epoch 1990 | loss: 0.031256 | val_loss: 0.0312669 | Time: 1219.33 ms
[2022-03-06 23:35:09 main:574] : INFO : Epoch 1991 | loss: 0.0312555 | val_loss: 0.0312665 | Time: 1207.29 ms
[2022-03-06 23:35:10 main:574] : INFO : Epoch 1992 | loss: 0.0312545 | val_loss: 0.0312658 | Time: 1173.38 ms
[2022-03-06 23:35:11 main:574] : INFO : Epoch 1993 | loss: 0.0312541 | val_loss: 0.0312648 | Time: 1197.93 ms
[2022-03-06 23:35:13 main:574] : INFO : Epoch 1994 | loss: 0.0312535 | val_loss: 0.0312637 | Time: 1192.02 ms
[2022-03-06 23:35:14 main:574] : INFO : Epoch 1995 | loss: 0.0312531 | val_loss: 0.0312623 | Time: 1179.39 ms
[2022-03-06 23:35:15 main:574] : INFO : Epoch 1996 | loss: 0.0312527 | val_loss: 0.0312609 | Time: 1209.19 ms
[2022-03-06 23:35:16 main:574] : INFO : Epoch 1997 | loss: 0.0312524 | val_loss: 0.0312599 | Time: 1201.69 ms
[2022-03-06 23:35:17 main:574] : INFO : Epoch 1998 | loss: 0.0312521 | val_loss: 0.0312593 | Time: 1194.63 ms
[2022-03-06 23:35:19 main:574] : INFO : Epoch 1999 | loss: 0.031252 | val_loss: 0.0312588 | Time: 1189.94 ms
[2022-03-06 23:35:20 main:574] : INFO : Epoch 2000 | loss: 0.0312517 | val_loss: 0.0312582 | Time: 1183.75 ms
[2022-03-06 23:35:21 main:574] : INFO : Epoch 2001 | loss: 0.0312516 | val_loss: 0.0312577 | Time: 1192.68 ms
[2022-03-06 23:35:22 main:574] : INFO : Epoch 2002 | loss: 0.0312514 | val_loss: 0.0312576 | Time: 1173.25 ms
[2022-03-06 23:35:23 main:574] : INFO : Epoch 2003 | loss: 0.0312513 | val_loss: 0.0312572 | Time: 1188.69 ms
[2022-03-06 23:35:24 main:574] : INFO : Epoch 2004 | loss: 0.0312511 | val_loss: 0.0312568 | Time: 1187.3 ms
[2022-03-06 23:35:26 main:574] : INFO : Epoch 2005 | loss: 0.0312509 | val_loss: 0.0312569 | Time: 1190.86 ms
[2022-03-06 23:35:27 main:574] : INFO : Epoch 2006 | loss: 0.0312508 | val_loss: 0.0312563 | Time: 1173.59 ms
[2022-03-06 23:35:28 main:574] : INFO : Epoch 2007 | loss: 0.0312506 | val_loss: 0.0312561 | Time: 1177.45 ms
[2022-03-06 23:35:29 main:574] : INFO : Epoch 2008 | loss: 0.0312505 | val_loss: 0.031256 | Time: 1166.64 ms
[2022-03-06 23:35:30 main:574] : INFO : Epoch 2009 | loss: 0.0312503 | val_loss: 0.0312558 | Time: 1172.41 ms
[2022-03-06 23:35:32 main:574] : INFO : Epoch 2010 | loss: 0.0312505 | val_loss: 0.0312555 | Time: 1180.04 ms
[2022-03-06 23:35:33 main:574] : INFO : Epoch 2011 | loss: 0.0312503 | val_loss: 0.0312558 | Time: 1195.53 ms
[2022-03-06 23:35:34 main:574] : INFO : Epoch 2012 | loss: 0.03125 | val_loss: 0.0312551 | Time: 1181.5 ms
[2022-03-06 23:35:35 main:574] : INFO : Epoch 2013 | loss: 0.0312498 | val_loss: 0.031255 | Time: 1214.1 ms
[2022-03-06 23:35:36 main:574] : INFO : Epoch 2014 | loss: 0.0312497 | val_loss: 0.0312549 | Time: 1191.8 ms
[2022-03-06 23:35:38 main:574] : INFO : Epoch 2015 | loss: 0.0312497 | val_loss: 0.0312549 | Time: 1187.13 ms
[2022-03-06 23:35:39 main:574] : INFO : Epoch 2016 | loss: 0.0312495 | val_loss: 0.0312545 | Time: 1196.61 ms
[2022-03-06 23:35:40 main:574] : INFO : Epoch 2017 | loss: 0.0312493 | val_loss: 0.0312543 | Time: 1162.98 ms
[2022-03-06 23:35:41 main:574] : INFO : Epoch 2018 | loss: 0.0312492 | val_loss: 0.0312541 | Time: 1194.87 ms
[2022-03-06 23:35:42 main:574] : INFO : Epoch 2019 | loss: 0.031249 | val_loss: 0.0312539 | Time: 1176.76 ms
[2022-03-06 23:35:43 main:574] : INFO : Epoch 2020 | loss: 0.0312489 | val_loss: 0.0312538 | Time: 1211.78 ms
[2022-03-06 23:35:45 main:574] : INFO : Epoch 2021 | loss: 0.0312488 | val_loss: 0.0312537 | Time: 1198.64 ms
[2022-03-06 23:35:46 main:574] : INFO : Epoch 2022 | loss: 0.031249 | val_loss: 0.0312535 | Time: 1184.46 ms
[2022-03-06 23:35:47 main:574] : INFO : Epoch 2023 | loss: 0.0312486 | val_loss: 0.0312531 | Time: 1208.39 ms
[2022-03-06 23:35:48 main:574] : INFO : Epoch 2024 | loss: 0.0312484 | val_loss: 0.0312534 | Time: 1194.93 ms
[2022-03-06 23:35:49 main:574] : INFO : Epoch 2025 | loss: 0.0312483 | val_loss: 0.0312528 | Time: 1205.21 ms
[2022-03-06 23:35:51 main:574] : INFO : Epoch 2026 | loss: 0.0312482 | val_loss: 0.0312527 | Time: 1186.38 ms
[2022-03-06 23:35:52 main:574] : INFO : Epoch 2027 | loss: 0.0312481 | val_loss: 0.0312525 | Time: 1196.16 ms
[2022-03-06 23:35:53 main:574] : INFO : Epoch 2028 | loss: 0.0312479 | val_loss: 0.0312522 | Time: 1192.53 ms
[2022-03-06 23:35:54 main:574] : INFO : Epoch 2029 | loss: 0.0312479 | val_loss: 0.0312524 | Time: 1191.56 ms
[2022-03-06 23:35:55 main:574] : INFO : Epoch 2030 | loss: 0.031248 | val_loss: 0.0312519 | Time: 1190.14 ms
[2022-03-06 23:35:57 main:574] : INFO : Epoch 2031 | loss: 0.0312477 | val_loss: 0.0312518 | Time: 1192.65 ms
[2022-03-06 23:35:58 main:574] : INFO : Epoch 2032 | loss: 0.0312475 | val_loss: 0.0312517 | Time: 1169.77 ms
[2022-03-06 23:35:59 main:574] : INFO : Epoch 2033 | loss: 0.0312475 | val_loss: 0.0312515 | Time: 1184.64 ms
[2022-03-06 23:36:00 main:574] : INFO : Epoch 2034 | loss: 0.0312474 | val_loss: 0.0312516 | Time: 1201.03 ms
[2022-03-06 23:36:01 main:574] : INFO : Epoch 2035 | loss: 0.0312474 | val_loss: 0.0312515 | Time: 1191.31 ms
[2022-03-06 23:36:03 main:574] : INFO : Epoch 2036 | loss: 0.0312472 | val_loss: 0.0312514 | Time: 1200.94 ms
[2022-03-06 23:36:04 main:574] : INFO : Epoch 2037 | loss: 0.0312471 | val_loss: 0.031251 | Time: 1203.65 ms
[2022-03-06 23:36:05 main:574] : INFO : Epoch 2038 | loss: 0.0312471 | val_loss: 0.0312511 | Time: 1183.76 ms
[2022-03-06 23:36:06 main:574] : INFO : Epoch 2039 | loss: 0.031247 | val_loss: 0.0312515 | Time: 1185.1 ms
[2022-03-06 23:36:07 main:574] : INFO : Epoch 2040 | loss: 0.0312471 | val_loss: 0.031251 | Time: 1202.5 ms
[2022-03-06 23:36:09 main:574] : INFO : Epoch 2041 | loss: 0.0312468 | val_loss: 0.0312508 | Time: 1178.74 ms
[2022-03-06 23:36:10 main:574] : INFO : Epoch 2042 | loss: 0.0312467 | val_loss: 0.0312505 | Time: 1192.8 ms
[2022-03-06 23:36:11 main:574] : INFO : Epoch 2043 | loss: 0.0312465 | val_loss: 0.0312509 | Time: 1197.55 ms
[2022-03-06 23:36:12 main:574] : INFO : Epoch 2044 | loss: 0.0312465 | val_loss: 0.0312503 | Time: 1202.47 ms
[2022-03-06 23:36:13 main:574] : INFO : Epoch 2045 | loss: 0.0312462 | val_loss: 0.0312508 | Time: 1192.71 ms
[2022-03-06 23:36:15 main:574] : INFO : Epoch 2046 | loss: 0.0312462 | val_loss: 0.0312499 | Time: 1195.27 ms
[2022-03-06 23:36:16 main:574] : INFO : Epoch 2047 | loss: 0.0312463 | val_loss: 0.0312502 | Time: 1197.63 ms
[2022-03-06 23:36:17 main:574] : INFO : Epoch 2048 | loss: 0.031246 | val_loss: 0.0312498 | Time: 1189.86 ms
[2022-03-06 23:36:17 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312498
[2022-03-06 23:36:17 main:603] : INFO : Saving end state to config to file
[2022-03-06 23:36:17 main:608] : INFO : Success, exiting..
23:36:17 (10052): 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)