Task 12561436
| Name | ParityModified-1645997220-19000-1-0_0 |
| Workunit | 9723059 |
| Created | 5 Mar 2022, 5:22:10 UTC |
| Sent | 7 Mar 2022, 10:11:44 UTC |
| Report deadline | 15 Mar 2022, 10:11:44 UTC |
| Received | 7 Mar 2022, 12:06:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15876 |
| Run time | 41 min 13 sec |
| CPU time | 40 min 12 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> 7 04:55:41 main:574] : INFO : Epoch 1542 | loss: 0.0311237 | val_loss: 0.0311762 | Time: 1180.51 ms [2022-03-07 04:55:42 main:574] : INFO : Epoch 1543 | loss: 0.0311224 | val_loss: 0.0311764 | Time: 1205.14 ms [2022-03-07 04:55:44 main:574] : INFO : Epoch 1544 | loss: 0.0311203 | val_loss: 0.031168 | Time: 1202.17 ms [2022-03-07 04:55:45 main:574] : INFO : Epoch 1545 | loss: 0.0311174 | val_loss: 0.0311727 | Time: 1187.33 ms [2022-03-07 04:55:46 main:574] : INFO : Epoch 1546 | loss: 0.0311176 | val_loss: 0.0311711 | Time: 1205.28 ms [2022-03-07 04:55:47 main:574] : INFO : Epoch 1547 | loss: 0.0311173 | val_loss: 0.0311753 | Time: 1194.1 ms [2022-03-07 04:55:48 main:574] : INFO : Epoch 1548 | loss: 0.0311207 | val_loss: 0.0311749 | Time: 1220.84 ms [2022-03-07 04:55:50 main:574] : INFO : Epoch 1549 | loss: 0.0311176 | val_loss: 0.0311751 | Time: 1189.95 ms [2022-03-07 04:55:51 main:574] : INFO : Epoch 1550 | loss: 0.0311176 | val_loss: 0.031168 | Time: 1206.34 ms [2022-03-07 04:55:52 main:574] : INFO : Epoch 1551 | loss: 0.0311199 | val_loss: 0.0311714 | Time: 1205.31 ms [2022-03-07 04:55:53 main:574] : INFO : Epoch 1552 | loss: 0.0311204 | val_loss: 0.0311743 | Time: 1202.54 ms [2022-03-07 04:55:54 main:574] : INFO : Epoch 1553 | loss: 0.0311208 | val_loss: 0.0311737 | Time: 1196.79 ms [2022-03-07 04:55:56 main:574] : INFO : Epoch 1554 | loss: 0.0311196 | val_loss: 0.0311732 | Time: 1202.26 ms [2022-03-07 04:55:57 main:574] : INFO : Epoch 1555 | loss: 0.0311175 | val_loss: 0.0311685 | Time: 1195.17 ms [2022-03-07 04:55:58 main:574] : INFO : Epoch 1556 | loss: 0.0311183 | val_loss: 0.0311709 | Time: 1159.41 ms [2022-03-07 04:55:59 main:574] : INFO : Epoch 1557 | loss: 0.0311183 | val_loss: 0.0311717 | Time: 1184.46 ms [2022-03-07 04:56:00 main:574] : INFO : Epoch 1558 | loss: 0.0311227 | val_loss: 0.0311727 | Time: 1216.28 ms [2022-03-07 04:56:02 main:574] : INFO : Epoch 1559 | loss: 0.0311211 | val_loss: 0.031171 | Time: 1200.99 ms [2022-03-07 04:56:03 main:574] : INFO : Epoch 1560 | loss: 0.0311214 | val_loss: 0.0311713 | Time: 1185.88 ms [2022-03-07 04:56:04 main:574] : INFO : Epoch 1561 | loss: 0.0311242 | val_loss: 0.0311698 | Time: 1203.57 ms [2022-03-07 04:56:05 main:574] : INFO : Epoch 1562 | loss: 0.0311294 | val_loss: 0.0311703 | Time: 1208.8 ms [2022-03-07 04:56:06 main:574] : INFO : Epoch 1563 | loss: 0.0311383 | val_loss: 0.0311649 | Time: 1207.97 ms [2022-03-07 04:56:08 main:574] : INFO : Epoch 1564 | loss: 0.031134 | val_loss: 0.0311664 | Time: 1212.97 ms [2022-03-07 04:56:09 main:574] : INFO : Epoch 1565 | loss: 0.0311309 | val_loss: 0.0311674 | Time: 1213.68 ms [2022-03-07 04:56:10 main:574] : INFO : Epoch 1566 | loss: 0.031131 | val_loss: 0.0311665 | Time: 1189.71 ms [2022-03-07 04:56:11 main:574] : INFO : Epoch 1567 | loss: 0.0311323 | val_loss: 0.0311749 | Time: 1196 ms [2022-03-07 04:56:12 main:574] : INFO : Epoch 1568 | loss: 0.0311394 | val_loss: 0.0311657 | Time: 1189.31 ms [2022-03-07 04:56:14 main:574] : INFO : Epoch 1569 | loss: 0.0311359 | val_loss: 0.0311736 | Time: 1197.57 ms [2022-03-07 04:56:15 main:574] : INFO : Epoch 1570 | loss: 0.0311337 | val_loss: 0.0311698 | Time: 1221.15 ms [2022-03-07 04:56:16 main:574] : INFO : Epoch 1571 | loss: 0.0311308 | val_loss: 0.0311661 | Time: 1200.23 ms [2022-03-07 04:56:17 main:574] : INFO : Epoch 1572 | loss: 0.0311289 | val_loss: 0.0311708 | Time: 1186.3 ms [2022-03-07 04:56:18 main:574] : INFO : Epoch 1573 | loss: 0.0311274 | val_loss: 0.0311665 | Time: 1202.73 ms [2022-03-07 04:56:20 main:574] : INFO : Epoch 1574 | loss: 0.0311262 | val_loss: 0.031172 | Time: 1178.22 ms [2022-03-07 04:56:21 main:574] : INFO : Epoch 1575 | loss: 0.0311249 | val_loss: 0.0311736 | Time: 1195.7 ms [2022-03-07 04:56:22 main:574] : INFO : Epoch 1576 | loss: 0.0311249 | val_loss: 0.0311704 | Time: 1205.56 ms [2022-03-07 04:56:23 main:574] : INFO : Epoch 1577 | loss: 0.0311243 | val_loss: 0.0311692 | Time: 1204.51 ms [2022-03-07 04:56:24 main:574] : INFO : Epoch 1578 | loss: 0.0311272 | val_loss: 0.0311689 | Time: 1196.13 ms [2022-03-07 04:56:26 main:574] : INFO : Epoch 1579 | loss: 0.0311251 | val_loss: 0.0311773 | Time: 1194.06 ms [2022-03-07 04:56:27 main:574] : INFO : Epoch 1580 | loss: 0.0311273 | val_loss: 0.0311731 | Time: 1202.63 ms [2022-03-07 04:56:28 main:574] : INFO : Epoch 1581 | loss: 0.0311349 | val_loss: 0.0311675 | Time: 1206.94 ms [2022-03-07 04:56:29 main:574] : INFO : Epoch 1582 | loss: 0.0311327 | val_loss: 0.0311704 | Time: 1192.18 ms [2022-03-07 04:56:30 main:574] : INFO : Epoch 1583 | loss: 0.0311303 | val_loss: 0.0311659 | Time: 1190.64 ms [2022-03-07 04:56:32 main:574] : INFO : Epoch 1584 | loss: 0.0311292 | val_loss: 0.0311704 | Time: 1209.82 ms [2022-03-07 04:56:33 main:574] : INFO : Epoch 1585 | loss: 0.0311264 | val_loss: 0.0311704 | Time: 1199.58 ms [2022-03-07 04:56:34 main:574] : INFO : Epoch 1586 | loss: 0.0311255 | val_loss: 0.0311665 | Time: 1208.99 ms [2022-03-07 04:56:35 main:574] : INFO : Epoch 1587 | loss: 0.0311247 | val_loss: 0.0311668 | Time: 1176.4 ms [2022-03-07 04:56:36 main:574] : INFO : Epoch 1588 | loss: 0.0311255 | val_loss: 0.0311685 | Time: 1178.04 ms [2022-03-07 04:56:38 main:574] : INFO : Epoch 1589 | loss: 0.0311256 | val_loss: 0.0311631 | Time: 1213.97 ms [2022-03-07 04:56:39 main:574] : INFO : Epoch 1590 | loss: 0.0311266 | val_loss: 0.0311695 | Time: 1191.84 ms [2022-03-07 04:56:40 main:574] : INFO : Epoch 1591 | loss: 0.0311482 | val_loss: 0.0311663 | Time: 1181.52 ms [2022-03-07 04:56:41 main:574] : INFO : Epoch 1592 | loss: 0.031142 | val_loss: 0.0311683 | Time: 1187.27 ms [2022-03-07 04:56:42 main:574] : INFO : Epoch 1593 | loss: 0.031138 | val_loss: 0.0311657 | Time: 1201.35 ms [2022-03-07 04:56:43 main:574] : INFO : Epoch 1594 | loss: 0.0311353 | val_loss: 0.0311691 | Time: 1175.18 ms [2022-03-07 04:56:45 main:574] : INFO : Epoch 1595 | loss: 0.0311332 | val_loss: 0.031167 | Time: 1213.72 ms [2022-03-07 04:56:46 main:574] : INFO : Epoch 1596 | loss: 0.0311386 | val_loss: 0.0311673 | Time: 1187.88 ms [2022-03-07 04:56:47 main:574] : INFO : Epoch 1597 | loss: 0.0311388 | val_loss: 0.0311661 | Time: 1192.73 ms [2022-03-07 04:56:48 main:574] : INFO : Epoch 1598 | loss: 0.031138 | val_loss: 0.0311596 | Time: 1202.01 ms [2022-03-07 04:56:49 main:574] : INFO : Epoch 1599 | loss: 0.0311368 | val_loss: 0.0311607 | Time: 1185.31 ms [2022-03-07 04:56:51 main:574] : INFO : Epoch 1600 | loss: 0.0311398 | val_loss: 0.0311623 | Time: 1200.9 ms [2022-03-07 04:56:52 main:574] : INFO : Epoch 1601 | loss: 0.0311412 | val_loss: 0.0311588 | Time: 1174.42 ms [2022-03-07 04:56:53 main:574] : INFO : Epoch 1602 | loss: 0.0311408 | val_loss: 0.0311629 | Time: 1203.99 ms [2022-03-07 04:56:54 main:574] : INFO : Epoch 1603 | loss: 0.0311394 | val_loss: 0.0311611 | Time: 1203.38 ms [2022-03-07 04:56:55 main:574] : INFO : Epoch 1604 | loss: 0.03114 | val_loss: 0.0311608 | Time: 1198.15 ms [2022-03-07 04:56:57 main:574] : INFO : Epoch 1605 | loss: 0.0311334 | val_loss: 0.0311612 | Time: 1211.11 ms [2022-03-07 04:56:58 main:574] : INFO : Epoch 1606 | loss: 0.0311298 | val_loss: 0.0311561 | Time: 1196.51 ms [2022-03-07 04:56:59 main:574] : INFO : Epoch 1607 | loss: 0.0311307 | val_loss: 0.0311635 | Time: 1186.6 ms [2022-03-07 04:57:00 main:574] : INFO : Epoch 1608 | loss: 0.0311302 | val_loss: 0.0311635 | Time: 1188.5 ms [2022-03-07 04:57:01 main:574] : INFO : Epoch 1609 | loss: 0.0311273 | val_loss: 0.031159 | Time: 1197.02 ms [2022-03-07 04:57:03 main:574] : INFO : Epoch 1610 | loss: 0.0311259 | val_loss: 0.0311561 | Time: 1212.15 ms [2022-03-07 04:57:04 main:574] : INFO : Epoch 1611 | loss: 0.0311247 | val_loss: 0.0311593 | Time: 1190.48 ms [2022-03-07 04:57:05 main:574] : INFO : Epoch 1612 | loss: 0.0311242 | val_loss: 0.0311594 | Time: 1197.38 ms [2022-03-07 04:57:06 main:574] : INFO : Epoch 1613 | loss: 0.0311243 | val_loss: 0.0311633 | Time: 1204.08 ms [2022-03-07 04:57:07 main:574] : INFO : Epoch 1614 | loss: 0.031128 | val_loss: 0.0311615 | Time: 1184.51 ms [2022-03-07 04:57:09 main:574] : INFO : Epoch 1615 | loss: 0.0311278 | val_loss: 0.0311611 | Time: 1187.41 ms [2022-03-07 04:57:10 main:574] : INFO : Epoch 1616 | loss: 0.0311264 | val_loss: 0.031156 | Time: 1187.69 ms [2022-03-07 04:57:11 main:574] : INFO : Epoch 1617 | loss: 0.0311233 | val_loss: 0.0311615 | Time: 1182.92 ms [2022-03-07 04:57:12 main:574] : INFO : Epoch 1618 | loss: 0.0311228 | val_loss: 0.0311629 | Time: 1187.11 ms [2022-03-07 04:57:13 main:574] : INFO : Epoch 1619 | loss: 0.031123 | val_loss: 0.0311591 | Time: 1205.91 ms [2022-03-07 04:57:15 main:574] : INFO : Epoch 1620 | loss: 0.0311225 | val_loss: 0.0311628 | Time: 1201.55 ms [2022-03-07 04:57:16 main:574] : INFO : Epoch 1621 | loss: 0.0311247 | val_loss: 0.0311613 | Time: 1200.8 ms [2022-03-07 04:57:17 main:574] : INFO : Epoch 1622 | loss: 0.0311234 | val_loss: 0.031159 | Time: 1182.6 ms [2022-03-07 04:57:18 main:574] : INFO : Epoch 1623 | loss: 0.0311237 | val_loss: 0.0311672 | Time: 1195.56 ms [2022-03-07 04:57:19 main:574] : INFO : Epoch 1624 | loss: 0.0311223 | val_loss: 0.0311618 | Time: 1199.43 ms [2022-03-07 04:57:21 main:574] : INFO : Epoch 1625 | loss: 0.0311224 | val_loss: 0.0311638 | Time: 1201.6 ms [2022-03-07 04:57:22 main:574] : INFO : Epoch 1626 | loss: 0.0311232 | val_loss: 0.031163 | Time: 1195.26 ms [2022-03-07 04:57:23 main:574] : INFO : Epoch 1627 | loss: 0.0311211 | val_loss: 0.0311635 | Time: 1185.86 ms [2022-03-07 04:57:24 main:574] : INFO : Epoch 1628 | loss: 0.0311214 | val_loss: 0.031166 | Time: 1183.11 ms [2022-03-07 04:57:25 main:574] : INFO : Epoch 1629 | loss: 0.0311215 | val_loss: 0.0311618 | Time: 1196.39 ms [2022-03-07 04:57:27 main:574] : INFO : Epoch 1630 | loss: 0.0311205 | val_loss: 0.0311647 | Time: 1167.1 ms [2022-03-07 04:57:28 main:574] : INFO : Epoch 1631 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 1204.32 ms [2022-03-07 04:57:29 main:574] : INFO : Epoch 1632 | loss: 0.0311242 | val_loss: 0.0311651 | Time: 1175.78 ms [2022-03-07 04:57:30 main:574] : INFO : Epoch 1633 | loss: 0.0311249 | val_loss: 0.0311658 | Time: 1194.94 ms [2022-03-07 04:57:31 main:574] : INFO : Epoch 1634 | loss: 0.0311253 | val_loss: 0.0311668 | Time: 1185.06 ms [2022-03-07 04:57:32 main:574] : INFO : Epoch 1635 | loss: 0.0311246 | val_loss: 0.0311726 | Time: 1206.12 ms [2022-03-07 04:57:34 main:574] : INFO : Epoch 1636 | loss: 0.0311245 | val_loss: 0.0311635 | Time: 1196.47 ms [2022-03-07 04:57:35 main:574] : INFO : Epoch 1637 | loss: 0.0311221 | val_loss: 0.0311652 | Time: 1196.48 ms [2022-03-07 04:57:36 main:574] : INFO : Epoch 1638 | loss: 0.0311208 | val_loss: 0.0311615 | Time: 1203.1 ms [2022-03-07 04:57:37 main:574] : INFO : Epoch 1639 | loss: 0.0311218 | val_loss: 0.0311667 | Time: 1190.41 ms [2022-03-07 04:57:38 main:574] : INFO : Epoch 1640 | loss: 0.031122 | val_loss: 0.031159 | Time: 1223.75 ms [2022-03-07 04:57:40 main:574] : INFO : Epoch 1641 | loss: 0.0311326 | val_loss: 0.0311629 | Time: 1171.67 ms [2022-03-07 04:57:41 main:574] : INFO : Epoch 1642 | loss: 0.0311484 | val_loss: 0.031163 | Time: 1200.28 ms [2022-03-07 04:57:42 main:574] : INFO : Epoch 1643 | loss: 0.031144 | val_loss: 0.0311613 | Time: 1192.75 ms [2022-03-07 04:57:43 main:574] : INFO : Epoch 1644 | loss: 0.031142 | val_loss: 0.031161 | Time: 1198.7 ms [2022-03-07 04:57:44 main:574] : INFO : Epoch 1645 | loss: 0.03114 | val_loss: 0.0311697 | Time: 1198.33 ms [2022-03-07 04:57:46 main:574] : INFO : Epoch 1646 | loss: 0.0311413 | val_loss: 0.0311641 | Time: 1178.37 ms [2022-03-07 04:57:47 main:574] : INFO : Epoch 1647 | loss: 0.0311423 | val_loss: 0.0311613 | Time: 1182.3 ms [2022-03-07 04:57:48 main:574] : INFO : Epoch 1648 | loss: 0.0311383 | val_loss: 0.0311643 | Time: 1210.55 ms [2022-03-07 04:57:49 main:574] : INFO : Epoch 1649 | loss: 0.03114 | val_loss: 0.0311618 | Time: 1192.82 ms [2022-03-07 04:57:50 main:574] : INFO : Epoch 1650 | loss: 0.0311382 | val_loss: 0.0311596 | Time: 1204.53 ms [2022-03-07 04:57:52 main:574] : INFO : Epoch 1651 | loss: 0.0311356 | val_loss: 0.0311595 | Time: 1200.16 ms [2022-03-07 04:57:53 main:574] : INFO : Epoch 1652 | loss: 0.0311334 | val_loss: 0.0311598 | Time: 1193.2 ms [2022-03-07 04:57:54 main:574] : INFO : Epoch 1653 | loss: 0.0311361 | val_loss: 0.0311607 | Time: 1206.52 ms [2022-03-07 04:57:55 main:574] : INFO : Epoch 1654 | loss: 0.031142 | val_loss: 0.0311599 | Time: 1198.39 ms [2022-03-07 04:57:56 main:574] : INFO : Epoch 1655 | loss: 0.0311416 | val_loss: 0.0311588 | Time: 1204.62 ms [2022-03-07 04:57:58 main:574] : INFO : Epoch 1656 | loss: 0.0311372 | val_loss: 0.0311575 | Time: 1190.56 ms [2022-03-07 04:57:59 main:574] : INFO : Epoch 1657 | loss: 0.0311333 | val_loss: 0.0311602 | Time: 1184.06 ms [2022-03-07 04:58:00 main:574] : INFO : Epoch 1658 | loss: 0.0311312 | val_loss: 0.0311559 | Time: 1194.75 ms [2022-03-07 04:58:01 main:574] : INFO : Epoch 1659 | loss: 0.0311291 | val_loss: 0.0311565 | Time: 1198.62 ms [2022-03-07 04:58:02 main:574] : INFO : Epoch 1660 | loss: 0.0311289 | val_loss: 0.0311586 | Time: 1179.08 ms [2022-03-07 04:58:04 main:574] : INFO : Epoch 1661 | loss: 0.0311271 | val_loss: 0.0311593 | Time: 1205.37 ms [2022-03-07 04:58:05 main:574] : INFO : Epoch 1662 | loss: 0.0311278 | val_loss: 0.0311615 | Time: 1199.36 ms [2022-03-07 04:58:06 main:574] : INFO : Epoch 1663 | loss: 0.0311254 | val_loss: 0.0311591 | Time: 1209.46 ms [2022-03-07 04:58:07 main:574] : INFO : Epoch 1664 | loss: 0.0311268 | val_loss: 0.0311559 | Time: 1198.85 ms [2022-03-07 04:58:08 main:574] : INFO : Epoch 1665 | loss: 0.0311303 | val_loss: 0.0311594 | Time: 1177.94 ms [2022-03-07 04:58:10 main:574] : INFO : Epoch 1666 | loss: 0.0311394 | val_loss: 0.031188 | Time: 1188.77 ms [2022-03-07 04:58:11 main:574] : INFO : Epoch 1667 | loss: 0.0318695 | val_loss: 0.0316309 | Time: 1206.52 ms [2022-03-07 04:58:12 main:574] : INFO : Epoch 1668 | loss: 0.0317912 | val_loss: 0.0313933 | Time: 1197.57 ms [2022-03-07 04:58:13 main:574] : INFO : Epoch 1669 | loss: 0.0313539 | val_loss: 0.0312208 | Time: 1200.62 ms [2022-03-07 04:58:14 main:574] : INFO : Epoch 1670 | loss: 0.0311816 | val_loss: 0.03118 | Time: 1218.43 ms [2022-03-07 04:58:16 main:574] : INFO : Epoch 1671 | loss: 0.0311487 | val_loss: 0.0311603 | Time: 1166.9 ms [2022-03-07 04:58:17 main:574] : INFO : Epoch 1672 | loss: 0.0311364 | val_loss: 0.0311567 | Time: 1199.34 ms [2022-03-07 04:58:18 main:574] : INFO : Epoch 1673 | loss: 0.031131 | val_loss: 0.031161 | Time: 1190.47 ms [2022-03-07 04:58:19 main:574] : INFO : Epoch 1674 | loss: 0.0311278 | val_loss: 0.0311607 | Time: 1182.93 ms [2022-03-07 04:58:20 main:574] : INFO : Epoch 1675 | loss: 0.0311267 | val_loss: 0.0311597 | Time: 1186.44 ms [2022-03-07 04:58:22 main:574] : INFO : Epoch 1676 | loss: 0.0311244 | val_loss: 0.0311594 | Time: 1183.08 ms [2022-03-07 04:58:23 main:574] : INFO : Epoch 1677 | loss: 0.0311231 | val_loss: 0.0311634 | Time: 1203.33 ms [2022-03-07 04:58:24 main:574] : INFO : Epoch 1678 | loss: 0.0311221 | val_loss: 0.0311608 | Time: 1191.29 ms [2022-03-07 04:58:25 main:574] : INFO : Epoch 1679 | loss: 0.0311238 | val_loss: 0.0311577 | Time: 1197.77 ms [2022-03-07 04:58:26 main:574] : INFO : Epoch 1680 | loss: 0.0311226 | val_loss: 0.0311582 | Time: 1170.48 ms [2022-03-07 04:58:28 main:574] : INFO : Epoch 1681 | loss: 0.0311235 | val_loss: 0.0311628 | Time: 1195.87 ms [2022-03-07 04:58:29 main:574] : INFO : Epoch 1682 | loss: 0.0311226 | val_loss: 0.0311587 | Time: 1180.32 ms [2022-03-07 04:58:30 main:574] : INFO : Epoch 1683 | loss: 0.0311219 | val_loss: 0.0311647 | Time: 1203.52 ms [2022-03-07 04:58:31 main:574] : INFO : Epoch 1684 | loss: 0.0311201 | val_loss: 0.0311605 | Time: 1196.96 ms [2022-03-07 04:58:32 main:574] : INFO : Epoch 1685 | loss: 0.0311221 | val_loss: 0.0311613 | Time: 1203.73 ms [2022-03-07 04:58:33 main:574] : INFO : Epoch 1686 | loss: 0.0311204 | val_loss: 0.0311654 | Time: 1183.11 ms [2022-03-07 04:58:35 main:574] : INFO : Epoch 1687 | loss: 0.0311201 | val_loss: 0.0311649 | Time: 1190.63 ms [2022-03-07 04:58:36 main:574] : INFO : Epoch 1688 | loss: 0.0311182 | val_loss: 0.0311603 | Time: 1183.56 ms [2022-03-07 04:58:37 main:574] : INFO : Epoch 1689 | loss: 0.0311184 | val_loss: 0.0311669 | Time: 1212.11 ms [2022-03-07 04:58:38 main:574] : INFO : Epoch 1690 | loss: 0.0311198 | val_loss: 0.0311604 | Time: 1192.4 ms [2022-03-07 04:58:39 main:574] : INFO : Epoch 1691 | loss: 0.0311244 | val_loss: 0.0311629 | Time: 1191.75 ms [2022-03-07 04:58:41 main:574] : INFO : Epoch 1692 | loss: 0.0311223 | val_loss: 0.0311615 | Time: 1204.33 ms [2022-03-07 04:58:42 main:574] : INFO : Epoch 1693 | loss: 0.0311235 | val_loss: 0.0311617 | Time: 1203.16 ms [2022-03-07 04:58:43 main:574] : INFO : Epoch 1694 | loss: 0.0311241 | val_loss: 0.031168 | Time: 1227.37 ms [2022-03-07 04:58:44 main:574] : INFO : Epoch 1695 | loss: 0.0311219 | val_loss: 0.0311652 | Time: 1206.98 ms [2022-03-07 04:58:46 main:574] : INFO : Epoch 1696 | loss: 0.0311215 | val_loss: 0.0311634 | Time: 1193.78 ms [2022-03-07 04:58:47 main:574] : INFO : Epoch 1697 | loss: 0.0311196 | val_loss: 0.0311627 | Time: 1190.19 ms [2022-03-07 04:58:48 main:574] : INFO : Epoch 1698 | loss: 0.0311174 | val_loss: 0.0311684 | Time: 1198.27 ms [2022-03-07 04:58:49 main:574] : INFO : Epoch 1699 | loss: 0.0311161 | val_loss: 0.031172 | Time: 1192.9 ms [2022-03-07 04:58:50 main:574] : INFO : Epoch 1700 | loss: 0.0311159 | val_loss: 0.0311738 | Time: 1199.65 ms [2022-03-07 04:58:51 main:574] : INFO : Epoch 1701 | loss: 0.0311185 | val_loss: 0.0311688 | Time: 1179.46 ms [2022-03-07 04:58:53 main:574] : INFO : Epoch 1702 | loss: 0.0311195 | val_loss: 0.0311606 | Time: 1202.08 ms [2022-03-07 04:58:54 main:574] : INFO : Epoch 1703 | loss: 0.0311201 | val_loss: 0.0311609 | Time: 1198.05 ms [2022-03-07 04:58:55 main:574] : INFO : Epoch 1704 | loss: 0.0311213 | val_loss: 0.0311591 | Time: 1214.48 ms [2022-03-07 04:58:56 main:574] : INFO : Epoch 1705 | loss: 0.0311227 | val_loss: 0.031159 | Time: 1200.26 ms [2022-03-07 04:58:57 main:574] : INFO : Epoch 1706 | loss: 0.0311215 | val_loss: 0.031166 | Time: 1189.08 ms [2022-03-07 04:58:59 main:574] : INFO : Epoch 1707 | loss: 0.0311249 | val_loss: 0.0311645 | Time: 1185.95 ms [2022-03-07 04:59:00 main:574] : INFO : Epoch 1708 | loss: 0.0311233 | val_loss: 0.0311608 | Time: 1186.82 ms [2022-03-07 04:59:01 main:574] : INFO : Epoch 1709 | loss: 0.0311232 | val_loss: 0.0311562 | Time: 1210.22 ms [2022-03-07 04:59:02 main:574] : INFO : Epoch 1710 | loss: 0.0311212 | val_loss: 0.0311642 | Time: 1197.06 ms [2022-03-07 04:59:03 main:574] : INFO : Epoch 1711 | loss: 0.0311195 | val_loss: 0.0311662 | Time: 1196.93 ms [2022-03-07 04:59:05 main:574] : INFO : Epoch 1712 | loss: 0.0311184 | val_loss: 0.0311671 | Time: 1189.49 ms [2022-03-07 04:59:06 main:574] : INFO : Epoch 1713 | loss: 0.0311184 | val_loss: 0.0311669 | Time: 1182.73 ms [2022-03-07 04:59:07 main:574] : INFO : Epoch 1714 | loss: 0.0311171 | val_loss: 0.0311632 | Time: 1175.05 ms [2022-03-07 04:59:08 main:574] : INFO : Epoch 1715 | loss: 0.0311177 | val_loss: 0.0311675 | Time: 1276.26 ms [2022-03-07 04:59:09 main:574] : INFO : Epoch 1716 | loss: 0.0311286 | val_loss: 0.0311583 | Time: 1187.25 ms [2022-03-07 04:59:11 main:574] : INFO : Epoch 1717 | loss: 0.0311271 | val_loss: 0.0311529 | Time: 1187.13 ms [2022-03-07 04:59:12 main:574] : INFO : Epoch 1718 | loss: 0.0311294 | val_loss: 0.0311573 | Time: 1181.98 ms [2022-03-07 04:59:13 main:574] : INFO : Epoch 1719 | loss: 0.0311247 | val_loss: 0.0311615 | Time: 1175.68 ms [2022-03-07 04:59:14 main:574] : INFO : Epoch 1720 | loss: 0.0311249 | val_loss: 0.0311543 | Time: 1185.54 ms [2022-03-07 04:59:15 main:574] : INFO : Epoch 1721 | loss: 0.0311202 | val_loss: 0.0311578 | Time: 1180.95 ms [2022-03-07 04:59:17 main:574] : INFO : Epoch 1722 | loss: 0.0311228 | val_loss: 0.0311639 | Time: 1195.4 ms [2022-03-07 04:59:18 main:574] : INFO : Epoch 1723 | loss: 0.0311234 | val_loss: 0.0311561 | Time: 1199.86 ms [2022-03-07 04:59:19 main:574] : INFO : Epoch 1724 | loss: 0.0311227 | val_loss: 0.0311615 | Time: 1196.44 ms [2022-03-07 04:59:20 main:574] : INFO : Epoch 1725 | loss: 0.0311189 | val_loss: 0.0311706 | Time: 1212.93 ms [2022-03-07 04:59:21 main:574] : INFO : Epoch 1726 | loss: 0.0311178 | val_loss: 0.0311655 | Time: 1228.09 ms [2022-03-07 04:59:23 main:574] : INFO : Epoch 1727 | loss: 0.0311172 | val_loss: 0.031164 | Time: 1197.44 ms [2022-03-07 04:59:24 main:574] : INFO : Epoch 1728 | loss: 0.0311178 | val_loss: 0.031168 | Time: 1178.01 ms [2022-03-07 04:59:25 main:574] : INFO : Epoch 1729 | loss: 0.0311184 | val_loss: 0.0311649 | Time: 1195.48 ms [2022-03-07 04:59:26 main:574] : INFO : Epoch 1730 | loss: 0.0311157 | val_loss: 0.0311654 | Time: 1257.44 ms [2022-03-07 04:59:27 main:574] : INFO : Epoch 1731 | loss: 0.0311176 | val_loss: 0.0311588 | Time: 1200.26 ms [2022-03-07 04:59:29 main:574] : INFO : Epoch 1732 | loss: 0.0311179 | val_loss: 0.0311645 | Time: 1555.88 ms [2022-03-07 04:59:30 main:574] : INFO : Epoch 1733 | loss: 0.0311181 | val_loss: 0.0311668 | Time: 1193.07 ms [2022-03-07 04:59:31 main:574] : INFO : Epoch 1734 | loss: 0.0311168 | val_loss: 0.0311706 | Time: 1185.38 ms [2022-03-07 04:59:33 main:574] : INFO : Epoch 1735 | loss: 0.0311167 | val_loss: 0.0311605 | Time: 1190.81 ms [2022-03-07 04:59:34 main:574] : INFO : Epoch 1736 | loss: 0.0311152 | val_loss: 0.0311648 | Time: 1212.4 ms [2022-03-07 04:59:35 main:574] : INFO : Epoch 1737 | loss: 0.031116 | val_loss: 0.0311653 | Time: 1193.72 ms [2022-03-07 04:59:36 main:574] : INFO : Epoch 1738 | loss: 0.0311145 | val_loss: 0.0311699 | Time: 1188.56 ms [2022-03-07 04:59:37 main:574] : INFO : Epoch 1739 | loss: 0.031114 | val_loss: 0.0311716 | Time: 1185.29 ms [2022-03-07 04:59:39 main:574] : INFO : Epoch 1740 | loss: 0.0311146 | val_loss: 0.0311626 | Time: 1180.75 ms [2022-03-07 04:59:40 main:574] : INFO : Epoch 1741 | loss: 0.0311188 | val_loss: 0.031165 | Time: 1199 ms [2022-03-07 04:59:41 main:574] : INFO : Epoch 1742 | loss: 0.0311343 | val_loss: 0.0311598 | Time: 1176.07 ms [2022-03-07 04:59:42 main:574] : INFO : Epoch 1743 | loss: 0.0311347 | val_loss: 0.0311582 | Time: 1175.42 ms [2022-03-07 04:59:43 main:574] : INFO : Epoch 1744 | loss: 0.0311323 | val_loss: 0.0311595 | Time: 1197.72 ms [2022-03-07 04:59:45 main:574] : INFO : Epoch 1745 | loss: 0.0311304 | val_loss: 0.0311554 | Time: 1186.59 ms [2022-03-07 04:59:46 main:574] : INFO : Epoch 1746 | loss: 0.0311271 | val_loss: 0.0311606 | Time: 1170.63 ms [2022-03-07 04:59:47 main:574] : INFO : Epoch 1747 | loss: 0.0311261 | val_loss: 0.031161 | Time: 1191.55 ms [2022-03-07 04:59:48 main:574] : INFO : Epoch 1748 | loss: 0.031125 | val_loss: 0.0311645 | Time: 1199.63 ms [2022-03-07 04:59:49 main:574] : INFO : Epoch 1749 | loss: 0.0311266 | val_loss: 0.0311569 | Time: 1206.06 ms [2022-03-07 04:59:50 main:574] : INFO : Epoch 1750 | loss: 0.0311264 | val_loss: 0.0311625 | Time: 1197.71 ms [2022-03-07 04:59:52 main:574] : INFO : Epoch 1751 | loss: 0.0311252 | val_loss: 0.0311567 | Time: 1198.27 ms [2022-03-07 04:59:53 main:574] : INFO : Epoch 1752 | loss: 0.031125 | val_loss: 0.0311582 | Time: 1209.05 ms [2022-03-07 04:59:54 main:574] : INFO : Epoch 1753 | loss: 0.0311213 | val_loss: 0.0311619 | Time: 1193.48 ms [2022-03-07 04:59:55 main:574] : INFO : Epoch 1754 | loss: 0.0311217 | val_loss: 0.0311598 | Time: 1193.32 ms [2022-03-07 04:59:56 main:574] : INFO : Epoch 1755 | loss: 0.0311205 | val_loss: 0.0311604 | Time: 1195.62 ms [2022-03-07 04:59:58 main:574] : INFO : Epoch 1756 | loss: 0.031119 | val_loss: 0.0311681 | Time: 1181.81 ms [2022-03-07 04:59:59 main:574] : INFO : Epoch 1757 | loss: 0.031118 | val_loss: 0.0311608 | Time: 1207.81 ms [2022-03-07 05:00:00 main:574] : INFO : Epoch 1758 | loss: 0.0311191 | val_loss: 0.0311649 | Time: 1182.2 ms [2022-03-07 05:00:01 main:574] : INFO : Epoch 1759 | loss: 0.0311214 | val_loss: 0.0311648 | Time: 1195 ms [2022-03-07 05:00:02 main:574] : INFO : Epoch 1760 | loss: 0.031122 | val_loss: 0.0311604 | Time: 1198.07 ms [2022-03-07 05:00:04 main:574] : INFO : Epoch 1761 | loss: 0.0311197 | val_loss: 0.03116 | Time: 1175.12 ms [2022-03-07 05:00:05 main:574] : INFO : Epoch 1762 | loss: 0.0311195 | val_loss: 0.0311566 | Time: 1183.79 ms [2022-03-07 05:00:06 main:574] : INFO : Epoch 1763 | loss: 0.0311172 | val_loss: 0.0311617 | Time: 1208.41 ms [2022-03-07 05:00:07 main:574] : INFO : Epoch 1764 | loss: 0.0311164 | val_loss: 0.0311644 | Time: 1199.35 ms [2022-03-07 05:00:08 main:574] : INFO : Epoch 1765 | loss: 0.0311397 | val_loss: 0.0312122 | Time: 1217.02 ms [2022-03-07 05:00:10 main:574] : INFO : Epoch 1766 | loss: 0.0312367 | val_loss: 0.031251 | Time: 1200.09 ms [2022-03-07 05:00:11 main:574] : INFO : Epoch 1767 | loss: 0.031247 | val_loss: 0.0312462 | Time: 1187.73 ms [2022-03-07 05:00:12 main:574] : INFO : Epoch 1768 | loss: 0.0312456 | val_loss: 0.0312454 | Time: 1210.82 ms [2022-03-07 05:00:13 main:574] : INFO : Epoch 1769 | loss: 0.0312448 | val_loss: 0.031244 | Time: 1191.77 ms [2022-03-07 05:00:14 main:574] : INFO : Epoch 1770 | loss: 0.0312431 | val_loss: 0.031245 | Time: 1191.84 ms [2022-03-07 05:00:16 main:574] : INFO : Epoch 1771 | loss: 0.0312425 | val_loss: 0.0312426 | Time: 1162.52 ms [2022-03-07 05:00:17 main:574] : INFO : Epoch 1772 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 1205.65 ms [2022-03-07 05:00:18 main:574] : INFO : Epoch 1773 | loss: 0.0312424 | val_loss: 0.0312426 | Time: 1198.15 ms [2022-03-07 05:00:19 main:574] : INFO : Epoch 1774 | loss: 0.0312422 | val_loss: 0.0312436 | Time: 1202.42 ms [2022-03-07 05:00:20 main:574] : INFO : Epoch 1775 | loss: 0.0312408 | val_loss: 0.0312399 | Time: 1201.99 ms [2022-03-07 05:00:22 main:574] : INFO : Epoch 1776 | loss: 0.0312393 | val_loss: 0.031238 | Time: 1210.27 ms [2022-03-07 05:00:23 main:574] : INFO : Epoch 1777 | loss: 0.0312383 | val_loss: 0.031241 | Time: 1203.97 ms [2022-03-07 05:00:24 main:574] : INFO : Epoch 1778 | loss: 0.0312406 | val_loss: 0.0312402 | Time: 1206.8 ms [2022-03-07 05:00:25 main:574] : INFO : Epoch 1779 | loss: 0.0312421 | val_loss: 0.0312408 | Time: 1210.73 ms [2022-03-07 05:00:26 main:574] : INFO : Epoch 1780 | loss: 0.0312389 | val_loss: 0.0312393 | Time: 1212.15 ms [2022-03-07 05:00:28 main:574] : INFO : Epoch 1781 | loss: 0.0312369 | val_loss: 0.0312386 | Time: 1201.3 ms [2022-03-07 05:00:29 main:574] : INFO : Epoch 1782 | loss: 0.031235 | val_loss: 0.0312358 | Time: 1195.34 ms [2022-03-07 05:00:30 main:574] : INFO : Epoch 1783 | loss: 0.0312342 | val_loss: 0.0312343 | Time: 1185.85 ms [2022-03-07 05:00:31 main:574] : INFO : Epoch 1784 | loss: 0.0312337 | val_loss: 0.0312323 | Time: 1191.5 ms [2022-03-07 05:00:32 main:574] : INFO : Epoch 1785 | loss: 0.0312332 | val_loss: 0.0312363 | Time: 1195.59 ms [2022-03-07 05:00:34 main:574] : INFO : Epoch 1786 | loss: 0.0312363 | val_loss: 0.0312393 | Time: 1192.1 ms [2022-03-07 05:00:35 main:574] : INFO : Epoch 1787 | loss: 0.0312359 | val_loss: 0.0312342 | Time: 1188.13 ms [2022-03-07 05:00:36 main:574] : INFO : Epoch 1788 | loss: 0.0312332 | val_loss: 0.031233 | Time: 1182.41 ms [2022-03-07 05:00:37 main:574] : INFO : Epoch 1789 | loss: 0.0312298 | val_loss: 0.0312327 | Time: 1213.27 ms [2022-03-07 05:00:38 main:574] : INFO : Epoch 1790 | loss: 0.0312292 | val_loss: 0.031243 | Time: 1180.69 ms [2022-03-07 05:00:40 main:574] : INFO : Epoch 1791 | loss: 0.0312333 | val_loss: 0.0312367 | Time: 1206.24 ms [2022-03-07 05:00:41 main:574] : INFO : Epoch 1792 | loss: 0.0312323 | val_loss: 0.03123 | Time: 1188.17 ms [2022-03-07 05:00:42 main:574] : INFO : Epoch 1793 | loss: 0.0312256 | val_loss: 0.0312323 | Time: 1213.47 ms [2022-03-07 05:00:43 main:574] : INFO : Epoch 1794 | loss: 0.0312245 | val_loss: 0.0312257 | Time: 1189.19 ms [2022-03-07 05:00:44 main:574] : INFO : Epoch 1795 | loss: 0.031222 | val_loss: 0.0312276 | Time: 1217.83 ms [2022-03-07 05:00:46 main:574] : INFO : Epoch 1796 | loss: 0.0312252 | val_loss: 0.0312283 | Time: 1207.54 ms [2022-03-07 05:00:47 main:574] : INFO : Epoch 1797 | loss: 0.0312256 | val_loss: 0.0312269 | Time: 1198.34 ms [2022-03-07 05:00:48 main:574] : INFO : Epoch 1798 | loss: 0.0312254 | val_loss: 0.0312305 | Time: 1189.02 ms [2022-03-07 05:00:49 main:574] : INFO : Epoch 1799 | loss: 0.0312249 | val_loss: 0.0312255 | Time: 1191.98 ms [2022-03-07 05:00:50 main:574] : INFO : Epoch 1800 | loss: 0.031224 | val_loss: 0.0312253 | Time: 1173.54 ms [2022-03-07 05:00:52 main:574] : INFO : Epoch 1801 | loss: 0.0312209 | val_loss: 0.031223 | Time: 1204.26 ms [2022-03-07 05:00:53 main:574] : INFO : Epoch 1802 | loss: 0.0312199 | val_loss: 0.0312269 | Time: 1176.4 ms [2022-03-07 05:00:54 main:574] : INFO : Epoch 1803 | loss: 0.0312216 | val_loss: 0.0312222 | Time: 1203.47 ms [2022-03-07 05:00:55 main:574] : INFO : Epoch 1804 | loss: 0.0312209 | val_loss: 0.0312228 | Time: 1206.28 ms [2022-03-07 05:00:56 main:574] : INFO : Epoch 1805 | loss: 0.0312211 | val_loss: 0.0312258 | Time: 1196.19 ms [2022-03-07 05:00:58 main:574] : INFO : Epoch 1806 | loss: 0.0312209 | val_loss: 0.0312234 | Time: 1208.94 ms [2022-03-07 05:00:59 main:574] : INFO : Epoch 1807 | loss: 0.0312192 | val_loss: 0.0312243 | Time: 1201.42 ms [2022-03-07 05:01:00 main:574] : INFO : Epoch 1808 | loss: 0.0312171 | val_loss: 0.0312225 | Time: 1186.73 ms [2022-03-07 05:01:01 main:574] : INFO : Epoch 1809 | loss: 0.0312167 | val_loss: 0.0312215 | Time: 1193.45 ms [2022-03-07 05:01:02 main:574] : INFO : Epoch 1810 | loss: 0.031216 | val_loss: 0.0312226 | Time: 1202.75 ms [2022-03-07 05:01:04 main:574] : INFO : Epoch 1811 | loss: 0.0312178 | val_loss: 0.0312222 | Time: 1195.6 ms [2022-03-07 05:01:05 main:574] : INFO : Epoch 1812 | loss: 0.0312166 | val_loss: 0.0312229 | Time: 1201.92 ms [2022-03-07 05:01:06 main:574] : INFO : Epoch 1813 | loss: 0.0312159 | val_loss: 0.0312235 | Time: 1194.56 ms [2022-03-07 05:01:07 main:574] : INFO : Epoch 1814 | loss: 0.0312157 | val_loss: 0.0312227 | Time: 1184.79 ms [2022-03-07 05:01:08 main:574] : INFO : Epoch 1815 | loss: 0.031215 | val_loss: 0.0312232 | Time: 1186.19 ms [2022-03-07 05:01:10 main:574] : INFO : Epoch 1816 | loss: 0.0312147 | val_loss: 0.0312227 | Time: 1194.94 ms [2022-03-07 05:01:11 main:574] : INFO : Epoch 1817 | loss: 0.0312143 | val_loss: 0.031222 | Time: 1190.03 ms [2022-03-07 05:01:12 main:574] : INFO : Epoch 1818 | loss: 0.0312136 | val_loss: 0.0312238 | Time: 1192.63 ms [2022-03-07 05:01:13 main:574] : INFO : Epoch 1819 | loss: 0.0312137 | val_loss: 0.0312224 | Time: 1183.76 ms [2022-03-07 05:01:14 main:574] : INFO : Epoch 1820 | loss: 0.0312149 | val_loss: 0.0312227 | Time: 1194.51 ms [2022-03-07 05:01:16 main:574] : INFO : Epoch 1821 | loss: 0.0312143 | val_loss: 0.0312211 | Time: 1210.79 ms [2022-03-07 05:01:17 main:574] : INFO : Epoch 1822 | loss: 0.0312127 | val_loss: 0.0312206 | Time: 1183.21 ms [2022-03-07 05:01:18 main:574] : INFO : Epoch 1823 | loss: 0.0312131 | val_loss: 0.0312205 | Time: 1197.76 ms [2022-03-07 05:01:19 main:574] : INFO : Epoch 1824 | loss: 0.0312137 | val_loss: 0.0312209 | Time: 1192.72 ms [2022-03-07 05:01:20 main:574] : INFO : Epoch 1825 | loss: 0.0312123 | val_loss: 0.0312208 | Time: 1192.69 ms [2022-03-07 05:01:21 main:574] : INFO : Epoch 1826 | loss: 0.0312117 | val_loss: 0.0312206 | Time: 1185.72 ms [2022-03-07 05:01:23 main:574] : INFO : Epoch 1827 | loss: 0.0312113 | val_loss: 0.0312194 | Time: 1187.78 ms [2022-03-07 05:01:24 main:574] : INFO : Epoch 1828 | loss: 0.0312108 | val_loss: 0.0312201 | Time: 1181.39 ms [2022-03-07 05:01:25 main:574] : INFO : Epoch 1829 | loss: 0.0312127 | val_loss: 0.0312192 | Time: 1197.92 ms [2022-03-07 05:01:26 main:574] : INFO : Epoch 1830 | loss: 0.0312129 | val_loss: 0.0312201 | Time: 1178.15 ms [2022-03-07 05:01:27 main:574] : INFO : Epoch 1831 | loss: 0.0312119 | val_loss: 0.03122 | Time: 1214.75 ms [2022-03-07 05:01:29 main:574] : INFO : Epoch 1832 | loss: 0.031212 | val_loss: 0.0312192 | Time: 1186.08 ms [2022-03-07 05:01:30 main:574] : INFO : Epoch 1833 | loss: 0.0312116 | val_loss: 0.0312187 | Time: 1194.66 ms [2022-03-07 05:01:31 main:574] : INFO : Epoch 1834 | loss: 0.0312117 | val_loss: 0.031219 | Time: 1173.91 ms [2022-03-07 05:01:32 main:574] : INFO : Epoch 1835 | loss: 0.0312128 | val_loss: 0.0312203 | Time: 1200.99 ms [2022-03-07 05:01:33 main:574] : INFO : Epoch 1836 | loss: 0.031211 | val_loss: 0.0312182 | Time: 1218.74 ms [2022-03-07 05:01:35 main:574] : INFO : Epoch 1837 | loss: 0.0312116 | val_loss: 0.0312269 | Time: 1186.22 ms [2022-03-07 05:01:36 main:574] : INFO : Epoch 1838 | loss: 0.0312127 | val_loss: 0.0312193 | Time: 1204.19 ms [2022-03-07 05:01:37 main:574] : INFO : Epoch 1839 | loss: 0.0312096 | val_loss: 0.0312182 | Time: 1198.35 ms [2022-03-07 05:01:38 main:574] : INFO : Epoch 1840 | loss: 0.0312104 | val_loss: 0.0312181 | Time: 1184.74 ms [2022-03-07 05:01:39 main:574] : INFO : Epoch 1841 | loss: 0.0312096 | val_loss: 0.0312188 | Time: 1182.9 ms [2022-03-07 05:01:41 main:574] : INFO : Epoch 1842 | loss: 0.0312103 | val_loss: 0.0312195 | Time: 1204.78 ms [2022-03-07 05:01:42 main:574] : INFO : Epoch 1843 | loss: 0.03121 | val_loss: 0.0312191 | Time: 1201.93 ms [2022-03-07 05:01:43 main:574] : INFO : Epoch 1844 | loss: 0.0312094 | val_loss: 0.0312185 | Time: 1203.41 ms [2022-03-07 05:01:44 main:574] : INFO : Epoch 1845 | loss: 0.0312108 | val_loss: 0.0312225 | Time: 1191.29 ms [2022-03-07 05:01:45 main:574] : INFO : Epoch 1846 | loss: 0.0312092 | val_loss: 0.0312171 | Time: 1192.58 ms [2022-03-07 05:01:47 main:574] : INFO : Epoch 1847 | loss: 0.0312089 | val_loss: 0.0312167 | Time: 1211.48 ms [2022-03-07 05:01:48 main:574] : INFO : Epoch 1848 | loss: 0.0312091 | val_loss: 0.0312176 | Time: 1174.45 ms [2022-03-07 05:01:49 main:574] : INFO : Epoch 1849 | loss: 0.031208 | val_loss: 0.0312169 | Time: 1206.13 ms [2022-03-07 05:01:50 main:574] : INFO : Epoch 1850 | loss: 0.031209 | val_loss: 0.0312167 | Time: 1176.13 ms [2022-03-07 05:01:51 main:574] : INFO : Epoch 1851 | loss: 0.031211 | val_loss: 0.0312161 | Time: 1193.7 ms [2022-03-07 05:01:53 main:574] : INFO : Epoch 1852 | loss: 0.0312102 | val_loss: 0.031216 | Time: 1193.35 ms [2022-03-07 05:01:54 main:574] : INFO : Epoch 1853 | loss: 0.0312098 | val_loss: 0.0312203 | Time: 1190.02 ms [2022-03-07 05:01:55 main:574] : INFO : Epoch 1854 | loss: 0.0312086 | val_loss: 0.0312177 | Time: 1202.06 ms [2022-03-07 05:01:56 main:574] : INFO : Epoch 1855 | loss: 0.0312087 | val_loss: 0.0312184 | Time: 1194.49 ms [2022-03-07 05:01:57 main:574] : INFO : Epoch 1856 | loss: 0.031208 | val_loss: 0.0312181 | Time: 1196.21 ms [2022-03-07 05:01:59 main:574] : INFO : Epoch 1857 | loss: 0.0312076 | val_loss: 0.0312185 | Time: 1204.58 ms [2022-03-07 05:02:00 main:574] : INFO : Epoch 1858 | loss: 0.0312093 | val_loss: 0.0312223 | Time: 1192.62 ms [2022-03-07 05:02:01 main:574] : INFO : Epoch 1859 | loss: 0.0312103 | val_loss: 0.0312183 | Time: 1189.16 ms [2022-03-07 05:02:02 main:574] : INFO : Epoch 1860 | loss: 0.0312089 | val_loss: 0.0312162 | Time: 1204.33 ms [2022-03-07 05:02:03 main:574] : INFO : Epoch 1861 | loss: 0.0312085 | val_loss: 0.031217 | Time: 1199.17 ms [2022-03-07 05:02:05 main:574] : INFO : Epoch 1862 | loss: 0.0312073 | val_loss: 0.0312177 | Time: 1192.3 ms [2022-03-07 05:02:06 main:574] : INFO : Epoch 1863 | loss: 0.0312079 | val_loss: 0.0312181 | Time: 1203.6 ms [2022-03-07 05:02:07 main:574] : INFO : Epoch 1864 | loss: 0.0312084 | val_loss: 0.0312183 | Time: 1196.9 ms [2022-03-07 05:02:08 main:574] : INFO : Epoch 1865 | loss: 0.0312106 | val_loss: 0.0312167 | Time: 1202.96 ms [2022-03-07 05:02:09 main:574] : INFO : Epoch 1866 | loss: 0.0312103 | val_loss: 0.0312189 | Time: 1207.78 ms [2022-03-07 05:02:11 main:574] : INFO : Epoch 1867 | loss: 0.0312093 | val_loss: 0.0312175 | Time: 1207.9 ms [2022-03-07 05:02:12 main:574] : INFO : Epoch 1868 | loss: 0.0312096 | val_loss: 0.0312171 | Time: 1195.91 ms [2022-03-07 05:02:13 main:574] : INFO : Epoch 1869 | loss: 0.0312084 | val_loss: 0.0312164 | Time: 1190.11 ms [2022-03-07 05:02:14 main:574] : INFO : Epoch 1870 | loss: 0.0312077 | val_loss: 0.0312202 | Time: 1203.1 ms [2022-03-07 05:02:15 main:574] : INFO : Epoch 1871 | loss: 0.0312097 | val_loss: 0.0312181 | Time: 1185.18 ms [2022-03-07 05:02:17 main:574] : INFO : Epoch 1872 | loss: 0.03121 | val_loss: 0.0312178 | Time: 1207.36 ms [2022-03-07 05:02:18 main:574] : INFO : Epoch 1873 | loss: 0.0312088 | val_loss: 0.0312164 | Time: 1211.45 ms [2022-03-07 05:02:19 main:574] : INFO : Epoch 1874 | loss: 0.0312083 | val_loss: 0.0312178 | Time: 1199.25 ms [2022-03-07 05:02:20 main:574] : INFO : Epoch 1875 | loss: 0.0312073 | val_loss: 0.0312158 | Time: 1196.42 ms [2022-03-07 05:02:21 main:574] : INFO : Epoch 1876 | loss: 0.0312072 | val_loss: 0.0312185 | Time: 1215.48 ms [2022-03-07 05:02:23 main:574] : INFO : Epoch 1877 | loss: 0.0312073 | val_loss: 0.0312186 | Time: 1197.34 ms [2022-03-07 05:02:24 main:574] : INFO : Epoch 1878 | loss: 0.0312093 | val_loss: 0.0312191 | Time: 1204.87 ms [2022-03-07 05:02:25 main:574] : INFO : Epoch 1879 | loss: 0.0312082 | val_loss: 0.0312162 | Time: 1191.02 ms [2022-03-07 05:02:26 main:574] : INFO : Epoch 1880 | loss: 0.0312068 | val_loss: 0.0312169 | Time: 1204.67 ms [2022-03-07 05:02:27 main:574] : INFO : Epoch 1881 | loss: 0.0312071 | val_loss: 0.0312163 | Time: 1196.63 ms [2022-03-07 05:02:29 main:574] : INFO : Epoch 1882 | loss: 0.0312064 | val_loss: 0.0312161 | Time: 1195.43 ms [2022-03-07 05:02:30 main:574] : INFO : Epoch 1883 | loss: 0.0312072 | val_loss: 0.031219 | Time: 1195.59 ms [2022-03-07 05:02:31 main:574] : INFO : Epoch 1884 | loss: 0.0312104 | val_loss: 0.0312228 | Time: 1207.85 ms [2022-03-07 05:02:32 main:574] : INFO : Epoch 1885 | loss: 0.0312099 | val_loss: 0.0312155 | Time: 1207.12 ms [2022-03-07 05:02:33 main:574] : INFO : Epoch 1886 | loss: 0.0312099 | val_loss: 0.0312162 | Time: 1199.58 ms [2022-03-07 05:02:35 main:574] : INFO : Epoch 1887 | loss: 0.0312091 | val_loss: 0.031217 | Time: 1207.05 ms [2022-03-07 05:02:36 main:574] : INFO : Epoch 1888 | loss: 0.0312076 | val_loss: 0.0312171 | Time: 1189.2 ms [2022-03-07 05:02:37 main:574] : INFO : Epoch 1889 | loss: 0.0312061 | val_loss: 0.0312167 | Time: 1190.36 ms [2022-03-07 05:02:38 main:574] : INFO : Epoch 1890 | loss: 0.0312167 | val_loss: 0.0312262 | Time: 1178.03 ms [2022-03-07 05:02:39 main:574] : INFO : Epoch 1891 | loss: 0.0312187 | val_loss: 0.0312227 | Time: 1193.47 ms [2022-03-07 05:02:41 main:574] : INFO : Epoch 1892 | loss: 0.0312172 | val_loss: 0.0312198 | Time: 1216.76 ms [2022-03-07 05:02:42 main:574] : INFO : Epoch 1893 | loss: 0.0312174 | val_loss: 0.0312192 | Time: 1179.27 ms [2022-03-07 05:02:43 main:574] : INFO : Epoch 1894 | loss: 0.0312158 | val_loss: 0.0312166 | Time: 1208.98 ms [2022-03-07 05:02:44 main:574] : INFO : Epoch 1895 | loss: 0.0312128 | val_loss: 0.0312136 | Time: 1193.85 ms [2022-03-07 05:02:45 main:574] : INFO : Epoch 1896 | loss: 0.0312113 | val_loss: 0.0312137 | Time: 1194.87 ms [2022-03-07 05:02:47 main:574] : INFO : Epoch 1897 | loss: 0.0312104 | val_loss: 0.0312133 | Time: 1215.19 ms [2022-03-07 05:02:48 main:574] : INFO : Epoch 1898 | loss: 0.0312094 | val_loss: 0.0312136 | Time: 1199.79 ms [2022-03-07 05:02:49 main:574] : INFO : Epoch 1899 | loss: 0.0312091 | val_loss: 0.0312122 | Time: 1210.71 ms [2022-03-07 05:02:50 main:574] : INFO : Epoch 1900 | loss: 0.0312083 | val_loss: 0.0312115 | Time: 1185.73 ms [2022-03-07 05:02:51 main:574] : INFO : Epoch 1901 | loss: 0.031211 | val_loss: 0.0312178 | Time: 1198.61 ms [2022-03-07 05:02:53 main:574] : INFO : Epoch 1902 | loss: 0.0312124 | val_loss: 0.0312213 | Time: 1187.82 ms [2022-03-07 05:02:54 main:574] : INFO : Epoch 1903 | loss: 0.0312107 | val_loss: 0.0312143 | Time: 1202.47 ms [2022-03-07 05:02:55 main:574] : INFO : Epoch 1904 | loss: 0.0312105 | val_loss: 0.0312153 | Time: 1195.62 ms [2022-03-07 05:02:56 main:574] : INFO : Epoch 1905 | loss: 0.0312079 | val_loss: 0.0312154 | Time: 1165.61 ms [2022-03-07 05:02:57 main:574] : INFO : Epoch 1906 | loss: 0.0312067 | val_loss: 0.0312132 | Time: 1187.42 ms [2022-03-07 05:02:58 main:574] : INFO : Epoch 1907 | loss: 0.0312079 | val_loss: 0.0312146 | Time: 1187.66 ms [2022-03-07 05:03:00 main:574] : INFO : Epoch 1908 | loss: 0.0312071 | val_loss: 0.0312164 | Time: 1205.03 ms [2022-03-07 05:03:01 main:574] : INFO : Epoch 1909 | loss: 0.0312074 | val_loss: 0.0312133 | Time: 1205.96 ms [2022-03-07 05:03:02 main:574] : INFO : Epoch 1910 | loss: 0.0312067 | val_loss: 0.0312145 | Time: 1179.15 ms [2022-03-07 05:03:03 main:574] : INFO : Epoch 1911 | loss: 0.031209 | val_loss: 0.0312118 | Time: 1205.44 ms [2022-03-07 05:03:04 main:574] : INFO : Epoch 1912 | loss: 0.0312074 | val_loss: 0.0312191 | Time: 1186.36 ms [2022-03-07 05:03:06 main:574] : INFO : Epoch 1913 | loss: 0.031205 | val_loss: 0.031212 | Time: 1209.44 ms [2022-03-07 05:03:07 main:574] : INFO : Epoch 1914 | loss: 0.0312049 | val_loss: 0.0312128 | Time: 1198.9 ms [2022-03-07 05:03:08 main:574] : INFO : Epoch 1915 | loss: 0.031206 | val_loss: 0.0312128 | Time: 1199.45 ms [2022-03-07 05:03:09 main:574] : INFO : Epoch 1916 | loss: 0.0312064 | val_loss: 0.0312116 | Time: 1199.42 ms [2022-03-07 05:03:10 main:574] : INFO : Epoch 1917 | loss: 0.031204 | val_loss: 0.0312117 | Time: 1192.06 ms [2022-03-07 05:03:12 main:574] : INFO : Epoch 1918 | loss: 0.031203 | val_loss: 0.0312102 | Time: 1205.24 ms [2022-03-07 05:03:13 main:574] : INFO : Epoch 1919 | loss: 0.0312053 | val_loss: 0.0312098 | Time: 1179.73 ms [2022-03-07 05:03:14 main:574] : INFO : Epoch 1920 | loss: 0.0312049 | val_loss: 0.0312095 | Time: 1171.02 ms [2022-03-07 05:03:15 main:574] : INFO : Epoch 1921 | loss: 0.0312046 | val_loss: 0.0312087 | Time: 1206.82 ms [2022-03-07 05:03:16 main:574] : INFO : Epoch 1922 | loss: 0.0312036 | val_loss: 0.0312087 | Time: 1193.28 ms [2022-03-07 05:03:18 main:574] : INFO : Epoch 1923 | loss: 0.0312031 | val_loss: 0.0312088 | Time: 1205.4 ms [2022-03-07 05:03:19 main:574] : INFO : Epoch 1924 | loss: 0.0312037 | val_loss: 0.0312104 | Time: 1184.11 ms [2022-03-07 05:03:20 main:574] : INFO : Epoch 1925 | loss: 0.0312051 | val_loss: 0.0312097 | Time: 1202.53 ms [2022-03-07 05:03:21 main:574] : INFO : Epoch 1926 | loss: 0.0312049 | val_loss: 0.0312106 | Time: 1202.6 ms [2022-03-07 05:03:22 main:574] : INFO : Epoch 1927 | loss: 0.0312025 | val_loss: 0.0312081 | Time: 1200.65 ms [2022-03-07 05:03:24 main:574] : INFO : Epoch 1928 | loss: 0.031202 | val_loss: 0.0312086 | Time: 1195.56 ms [2022-03-07 05:03:25 main:574] : INFO : Epoch 1929 | loss: 0.0312016 | val_loss: 0.0312093 | Time: 1198.77 ms [2022-03-07 05:03:26 main:574] : INFO : Epoch 1930 | loss: 0.0312026 | val_loss: 0.0312086 | Time: 1215.09 ms [2022-03-07 05:03:27 main:574] : INFO : Epoch 1931 | loss: 0.031202 | val_loss: 0.0312082 | Time: 1181.34 ms [2022-03-07 05:03:28 main:574] : INFO : Epoch 1932 | loss: 0.0312013 | val_loss: 0.0312079 | Time: 1182.96 ms [2022-03-07 05:03:30 main:574] : INFO : Epoch 1933 | loss: 0.0312006 | val_loss: 0.0312076 | Time: 1198.65 ms [2022-03-07 05:03:31 main:574] : INFO : Epoch 1934 | loss: 0.0312004 | val_loss: 0.031207 | Time: 1187.58 ms [2022-03-07 05:03:32 main:574] : INFO : Epoch 1935 | loss: 0.031202 | val_loss: 0.0312068 | Time: 1186.79 ms [2022-03-07 05:03:33 main:574] : INFO : Epoch 1936 | loss: 0.0312048 | val_loss: 0.0312099 | Time: 1184.22 ms [2022-03-07 05:03:34 main:574] : INFO : Epoch 1937 | loss: 0.0312025 | val_loss: 0.031207 | Time: 1195.14 ms [2022-03-07 05:03:36 main:574] : INFO : Epoch 1938 | loss: 0.0312009 | val_loss: 0.031209 | Time: 1216.99 ms [2022-03-07 05:03:37 main:574] : INFO : Epoch 1939 | loss: 0.0312038 | val_loss: 0.0312083 | Time: 1214.36 ms [2022-03-07 05:03:38 main:574] : INFO : Epoch 1940 | loss: 0.0312041 | val_loss: 0.0312084 | Time: 1212.65 ms [2022-03-07 05:03:39 main:574] : INFO : Epoch 1941 | loss: 0.0312027 | val_loss: 0.0312088 | Time: 1187.7 ms [2022-03-07 05:03:40 main:574] : INFO : Epoch 1942 | loss: 0.0312036 | val_loss: 0.0312074 | Time: 1202.31 ms [2022-03-07 05:03:42 main:574] : INFO : Epoch 1943 | loss: 0.0312026 | val_loss: 0.0312108 | Time: 1185.75 ms [2022-03-07 05:03:43 main:574] : INFO : Epoch 1944 | loss: 0.0312016 | val_loss: 0.0312063 | Time: 1196.64 ms [2022-03-07 05:03:44 main:574] : INFO : Epoch 1945 | loss: 0.0312014 | val_loss: 0.0312056 | Time: 1190.74 ms [2022-03-07 05:03:45 main:574] : INFO : Epoch 1946 | loss: 0.031202 | val_loss: 0.0312056 | Time: 1185.4 ms [2022-03-07 05:03:46 main:574] : INFO : Epoch 1947 | loss: 0.0312013 | val_loss: 0.0312056 | Time: 1180.89 ms [2022-03-07 05:03:48 main:574] : INFO : Epoch 1948 | loss: 0.0312015 | val_loss: 0.03121 | Time: 1177.61 ms [2022-03-07 05:03:49 main:574] : INFO : Epoch 1949 | loss: 0.031201 | val_loss: 0.0312077 | Time: 1183.54 ms [2022-03-07 05:03:50 main:574] : INFO : Epoch 1950 | loss: 0.0311998 | val_loss: 0.0312057 | Time: 1191.23 ms [2022-03-07 05:03:51 main:574] : INFO : Epoch 1951 | loss: 0.0312016 | val_loss: 0.0312061 | Time: 1186.61 ms [2022-03-07 05:03:52 main:574] : INFO : Epoch 1952 | loss: 0.0312019 | val_loss: 0.0312063 | Time: 1205.8 ms [2022-03-07 05:03:54 main:574] : INFO : Epoch 1953 | loss: 0.0312005 | val_loss: 0.03121 | Time: 1219.16 ms [2022-03-07 05:03:55 main:574] : INFO : Epoch 1954 | loss: 0.0312058 | val_loss: 0.031211 | Time: 1203.59 ms [2022-03-07 05:03:56 main:574] : INFO : Epoch 1955 | loss: 0.0312055 | val_loss: 0.0312104 | Time: 1191.84 ms [2022-03-07 05:03:57 main:574] : INFO : Epoch 1956 | loss: 0.0312053 | val_loss: 0.0312107 | Time: 1185.69 ms [2022-03-07 05:03:58 main:574] : INFO : Epoch 1957 | loss: 0.0312047 | val_loss: 0.0312087 | Time: 1187.44 ms [2022-03-07 05:04:00 main:574] : INFO : Epoch 1958 | loss: 0.0312052 | val_loss: 0.031211 | Time: 1192.57 ms [2022-03-07 05:04:01 main:574] : INFO : Epoch 1959 | loss: 0.0312027 | val_loss: 0.0312081 | Time: 1208.1 ms [2022-03-07 05:04:02 main:574] : INFO : Epoch 1960 | loss: 0.0312029 | val_loss: 0.0312075 | Time: 1223.92 ms [2022-03-07 05:04:03 main:574] : INFO : Epoch 1961 | loss: 0.0312037 | val_loss: 0.0312072 | Time: 1204.07 ms [2022-03-07 05:04:04 main:574] : INFO : Epoch 1962 | loss: 0.0312039 | val_loss: 0.0312076 | Time: 1211.61 ms [2022-03-07 05:04:06 main:574] : INFO : Epoch 1963 | loss: 0.0312033 | val_loss: 0.0312082 | Time: 1187.9 ms [2022-03-07 05:04:07 main:574] : INFO : Epoch 1964 | loss: 0.0312033 | val_loss: 0.0312088 | Time: 1187.89 ms [2022-03-07 05:04:08 main:574] : INFO : Epoch 1965 | loss: 0.0312024 | val_loss: 0.0312098 | Time: 1184.23 ms [2022-03-07 05:04:09 main:574] : INFO : Epoch 1966 | loss: 0.0312017 | val_loss: 0.0312076 | Time: 1183.37 ms [2022-03-07 05:04:10 main:574] : INFO : Epoch 1967 | loss: 0.0312015 | val_loss: 0.0312103 | Time: 1211.67 ms [2022-03-07 05:04:12 main:574] : INFO : Epoch 1968 | loss: 0.0312024 | val_loss: 0.031209 | Time: 1192.22 ms [2022-03-07 05:04:13 main:574] : INFO : Epoch 1969 | loss: 0.0312022 | val_loss: 0.0312103 | Time: 1180.48 ms [2022-03-07 05:04:14 main:574] : INFO : Epoch 1970 | loss: 0.0312021 | val_loss: 0.0312095 | Time: 1192.91 ms [2022-03-07 05:04:15 main:574] : INFO : Epoch 1971 | loss: 0.0312028 | val_loss: 0.031207 | Time: 1191.28 ms [2022-03-07 05:04:16 main:574] : INFO : Epoch 1972 | loss: 0.0312023 | val_loss: 0.0312091 | Time: 1194.66 ms [2022-03-07 05:04:17 main:574] : INFO : Epoch 1973 | loss: 0.0312012 | val_loss: 0.0312072 | Time: 1197.35 ms [2022-03-07 05:04:19 main:574] : INFO : Epoch 1974 | loss: 0.0312014 | val_loss: 0.0312084 | Time: 1187.83 ms [2022-03-07 05:04:20 main:574] : INFO : Epoch 1975 | loss: 0.0312015 | val_loss: 0.0312093 | Time: 1189 ms [2022-03-07 05:04:21 main:574] : INFO : Epoch 1976 | loss: 0.0312003 | val_loss: 0.0312075 | Time: 1185.73 ms [2022-03-07 05:04:22 main:574] : INFO : Epoch 1977 | loss: 0.0311997 | val_loss: 0.0312053 | Time: 1206.08 ms [2022-03-07 05:04:23 main:574] : INFO : Epoch 1978 | loss: 0.0312006 | val_loss: 0.0312055 | Time: 1178.54 ms [2022-03-07 05:04:25 main:574] : INFO : Epoch 1979 | loss: 0.0311994 | val_loss: 0.0312052 | Time: 1179.12 ms [2022-03-07 05:04:26 main:574] : INFO : Epoch 1980 | loss: 0.0312001 | val_loss: 0.0312063 | Time: 1179.67 ms [2022-03-07 05:04:27 main:574] : INFO : Epoch 1981 | loss: 0.0311995 | val_loss: 0.031207 | Time: 1182.03 ms [2022-03-07 05:04:28 main:574] : INFO : Epoch 1982 | loss: 0.0312004 | val_loss: 0.0312051 | Time: 1204.87 ms [2022-03-07 05:04:29 main:574] : INFO : Epoch 1983 | loss: 0.0311986 | val_loss: 0.0312055 | Time: 1186.03 ms [2022-03-07 05:04:31 main:574] : INFO : Epoch 1984 | loss: 0.0311981 | val_loss: 0.0312076 | Time: 1185.55 ms [2022-03-07 05:04:32 main:574] : INFO : Epoch 1985 | loss: 0.0311999 | val_loss: 0.0312075 | Time: 1202.3 ms [2022-03-07 05:04:33 main:574] : INFO : Epoch 1986 | loss: 0.0312017 | val_loss: 0.0312145 | Time: 1212.29 ms [2022-03-07 05:04:34 main:574] : INFO : Epoch 1987 | loss: 0.0312045 | val_loss: 0.0312061 | Time: 1194.93 ms [2022-03-07 05:04:35 main:574] : INFO : Epoch 1988 | loss: 0.0312072 | val_loss: 0.0312078 | Time: 1192.03 ms [2022-03-07 05:04:37 main:574] : INFO : Epoch 1989 | loss: 0.0312022 | val_loss: 0.0312086 | Time: 1186.26 ms [2022-03-07 05:04:38 main:574] : INFO : Epoch 1990 | loss: 0.0312022 | val_loss: 0.0312047 | Time: 1191.84 ms [2022-03-07 05:04:39 main:574] : INFO : Epoch 1991 | loss: 0.0312004 | val_loss: 0.0312045 | Time: 1197 ms [2022-03-07 05:04:40 main:574] : INFO : Epoch 1992 | loss: 0.031203 | val_loss: 0.0312023 | Time: 1181.01 ms [2022-03-07 05:04:41 main:574] : INFO : Epoch 1993 | loss: 0.0312036 | val_loss: 0.0312015 | Time: 1202.64 ms [2022-03-07 05:04:43 main:574] : INFO : Epoch 1994 | loss: 0.0312034 | val_loss: 0.0311988 | Time: 1191.1 ms [2022-03-07 05:04:44 main:574] : INFO : Epoch 1995 | loss: 0.0312021 | val_loss: 0.0311982 | Time: 1210.78 ms [2022-03-07 05:04:45 main:574] : INFO : Epoch 1996 | loss: 0.031202 | val_loss: 0.0311974 | Time: 1210.57 ms [2022-03-07 05:04:46 main:574] : INFO : Epoch 1997 | loss: 0.0312025 | val_loss: 0.0312003 | Time: 1202.53 ms [2022-03-07 05:04:47 main:574] : INFO : Epoch 1998 | loss: 0.0312024 | val_loss: 0.0311977 | Time: 1182.26 ms [2022-03-07 05:04:49 main:574] : INFO : Epoch 1999 | loss: 0.0312008 | val_loss: 0.0311971 | Time: 1207.75 ms [2022-03-07 05:04:50 main:574] : INFO : Epoch 2000 | loss: 0.0312012 | val_loss: 0.0311995 | Time: 1202.69 ms [2022-03-07 05:04:51 main:574] : INFO : Epoch 2001 | loss: 0.031202 | val_loss: 0.0311983 | Time: 1196.04 ms [2022-03-07 05:04:52 main:574] : INFO : Epoch 2002 | loss: 0.0312061 | val_loss: 0.0312086 | Time: 1203.98 ms [2022-03-07 05:04:53 main:574] : INFO : Epoch 2003 | loss: 0.0312041 | val_loss: 0.0311969 | Time: 1199.23 ms [2022-03-07 05:04:55 main:574] : INFO : Epoch 2004 | loss: 0.0311996 | val_loss: 0.0311974 | Time: 1209.17 ms [2022-03-07 05:04:56 main:574] : INFO : Epoch 2005 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 1194.77 ms [2022-03-07 05:04:57 main:574] : INFO : Epoch 2006 | loss: 0.0312002 | val_loss: 0.0311968 | Time: 1190.91 ms [2022-03-07 05:04:58 main:574] : INFO : Epoch 2007 | loss: 0.0311993 | val_loss: 0.0311965 | Time: 1199.95 ms [2022-03-07 05:04:59 main:574] : INFO : Epoch 2008 | loss: 0.0311997 | val_loss: 0.0311965 | Time: 1214.4 ms [2022-03-07 05:05:01 main:574] : INFO : Epoch 2009 | loss: 0.0312002 | val_loss: 0.0311965 | Time: 1199.24 ms [2022-03-07 05:05:02 main:574] : INFO : Epoch 2010 | loss: 0.0312 | val_loss: 0.0311968 | Time: 1197.34 ms [2022-03-07 05:05:03 main:574] : INFO : Epoch 2011 | loss: 0.0312005 | val_loss: 0.0311982 | Time: 1195.02 ms [2022-03-07 05:05:04 main:574] : INFO : Epoch 2012 | loss: 0.0311995 | val_loss: 0.0311979 | Time: 1201.27 ms [2022-03-07 05:05:05 main:574] : INFO : Epoch 2013 | loss: 0.0312006 | val_loss: 0.0311969 | Time: 1180.37 ms [2022-03-07 05:05:07 main:574] : INFO : Epoch 2014 | loss: 0.0311997 | val_loss: 0.0311973 | Time: 1196.56 ms [2022-03-07 05:05:08 main:574] : INFO : Epoch 2015 | loss: 0.0312002 | val_loss: 0.0311981 | Time: 1182.01 ms [2022-03-07 05:05:09 main:574] : INFO : Epoch 2016 | loss: 0.0312041 | val_loss: 0.0312014 | Time: 1207.85 ms [2022-03-07 05:05:10 main:574] : INFO : Epoch 2017 | loss: 0.0312049 | val_loss: 0.0312012 | Time: 1210.2 ms [2022-03-07 05:05:11 main:574] : INFO : Epoch 2018 | loss: 0.0312036 | val_loss: 0.0312002 | Time: 1205.27 ms [2022-03-07 05:05:13 main:574] : INFO : Epoch 2019 | loss: 0.0312028 | val_loss: 0.0311995 | Time: 1204.56 ms [2022-03-07 05:05:14 main:574] : INFO : Epoch 2020 | loss: 0.0312035 | val_loss: 0.0312022 | Time: 1198.36 ms [2022-03-07 05:05:15 main:574] : INFO : Epoch 2021 | loss: 0.0312038 | val_loss: 0.0312 | Time: 1223.49 ms [2022-03-07 05:05:16 main:574] : INFO : Epoch 2022 | loss: 0.0312031 | val_loss: 0.0311991 | Time: 1190.96 ms [2022-03-07 05:05:17 main:574] : INFO : Epoch 2023 | loss: 0.0312026 | val_loss: 0.0312004 | Time: 1197.27 ms [2022-03-07 05:05:19 main:574] : INFO : Epoch 2024 | loss: 0.0312016 | val_loss: 0.0311978 | Time: 1200.93 ms [2022-03-07 05:05:20 main:574] : INFO : Epoch 2025 | loss: 0.0312012 | val_loss: 0.0312016 | Time: 1189.2 ms [2022-03-07 05:05:21 main:574] : INFO : Epoch 2026 | loss: 0.0312019 | val_loss: 0.0311985 | Time: 1210.97 ms [2022-03-07 05:05:22 main:574] : INFO : Epoch 2027 | loss: 0.0312006 | val_loss: 0.0312 | Time: 1200.65 ms [2022-03-07 05:05:23 main:574] : INFO : Epoch 2028 | loss: 0.0312011 | val_loss: 0.0311997 | Time: 1194.26 ms [2022-03-07 05:05:25 main:574] : INFO : Epoch 2029 | loss: 0.031201 | val_loss: 0.0311998 | Time: 1184.06 ms [2022-03-07 05:05:26 main:574] : INFO : Epoch 2030 | loss: 0.0312011 | val_loss: 0.0311978 | Time: 1178.7 ms [2022-03-07 05:05:27 main:574] : INFO : Epoch 2031 | loss: 0.0312011 | val_loss: 0.0311979 | Time: 1198.73 ms [2022-03-07 05:05:28 main:574] : INFO : Epoch 2032 | loss: 0.0312005 | val_loss: 0.0311974 | Time: 1209.04 ms [2022-03-07 05:05:29 main:574] : INFO : Epoch 2033 | loss: 0.0312004 | val_loss: 0.0311976 | Time: 1191.15 ms [2022-03-07 05:05:31 main:574] : INFO : Epoch 2034 | loss: 0.0311999 | val_loss: 0.0311975 | Time: 1207.29 ms [2022-03-07 05:05:32 main:574] : INFO : Epoch 2035 | loss: 0.0312001 | val_loss: 0.0311993 | Time: 1217.52 ms [2022-03-07 05:05:33 main:574] : INFO : Epoch 2036 | loss: 0.0312034 | val_loss: 0.0312001 | Time: 1197.16 ms [2022-03-07 05:05:34 main:574] : INFO : Epoch 2037 | loss: 0.0312007 | val_loss: 0.0311996 | Time: 1188.66 ms [2022-03-07 05:05:35 main:574] : INFO : Epoch 2038 | loss: 0.0311996 | val_loss: 0.0311979 | Time: 1195.23 ms [2022-03-07 05:05:37 main:574] : INFO : Epoch 2039 | loss: 0.0311996 | val_loss: 0.0311986 | Time: 1177.85 ms [2022-03-07 05:05:38 main:574] : INFO : Epoch 2040 | loss: 0.0311994 | val_loss: 0.0311983 | Time: 1187.88 ms [2022-03-07 05:05:39 main:574] : INFO : Epoch 2041 | loss: 0.0311997 | val_loss: 0.0311981 | Time: 1206.8 ms [2022-03-07 05:05:40 main:574] : INFO : Epoch 2042 | loss: 0.0311994 | val_loss: 0.0311976 | Time: 1161.78 ms [2022-03-07 05:05:41 main:574] : INFO : Epoch 2043 | loss: 0.0311991 | val_loss: 0.0311974 | Time: 1201.21 ms [2022-03-07 05:05:42 main:574] : INFO : Epoch 2044 | loss: 0.031199 | val_loss: 0.0311969 | Time: 1193.3 ms [2022-03-07 05:05:44 main:574] : INFO : Epoch 2045 | loss: 0.0311993 | val_loss: 0.0311976 | Time: 1199.66 ms [2022-03-07 05:05:45 main:574] : INFO : Epoch 2046 | loss: 0.0311988 | val_loss: 0.031198 | Time: 1210.05 ms [2022-03-07 05:05:46 main:574] : INFO : Epoch 2047 | loss: 0.0311986 | val_loss: 0.0312024 | Time: 1199.24 ms [2022-03-07 05:05:47 main:574] : INFO : Epoch 2048 | loss: 0.0311991 | val_loss: 0.0311963 | Time: 1202.3 ms [2022-03-07 05:05:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311963 [2022-03-07 05:05:47 main:603] : INFO : Saving end state to config to file [2022-03-07 05:05:47 main:608] : INFO : Success, exiting.. 05:05:47 (11108): 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)