Task 13574743
| Name | ParityModified-1647042558-6690-2-0_0 |
| Workunit | 10668965 |
| Created | 22 Mar 2022, 21:23:37 UTC |
| Sent | 30 Mar 2022, 19:23:08 UTC |
| Report deadline | 7 Apr 2022, 19:23:08 UTC |
| Received | 6 Apr 2022, 8:35:12 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13390 |
| Run time | 42 min 5 sec |
| CPU time | 41 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 13,453.32 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.45 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: 0.0311193 | val_loss: 0.0311607 | Time: 1103.83 ms
[2022-04-06 09:25:05 main:574] : INFO : Epoch 1543 | loss: 0.0311217 | val_loss: 0.0311539 | Time: 1082.3 ms
[2022-04-06 09:25:06 main:574] : INFO : Epoch 1544 | loss: 0.0311212 | val_loss: 0.0311619 | Time: 1138.89 ms
[2022-04-06 09:25:07 main:574] : INFO : Epoch 1545 | loss: 0.0311239 | val_loss: 0.0311524 | Time: 1242.09 ms
[2022-04-06 09:25:08 main:574] : INFO : Epoch 1546 | loss: 0.0311206 | val_loss: 0.0311638 | Time: 1186.92 ms
[2022-04-06 09:25:09 main:574] : INFO : Epoch 1547 | loss: 0.0311213 | val_loss: 0.0311568 | Time: 1151.77 ms
[2022-04-06 09:25:11 main:574] : INFO : Epoch 1548 | loss: 0.031121 | val_loss: 0.0311617 | Time: 1166.75 ms
[2022-04-06 09:25:12 main:574] : INFO : Epoch 1549 | loss: 0.0311208 | val_loss: 0.0311562 | Time: 1225.52 ms
[2022-04-06 09:25:13 main:574] : INFO : Epoch 1550 | loss: 0.0311208 | val_loss: 0.0311672 | Time: 1233.65 ms
[2022-04-06 09:25:14 main:574] : INFO : Epoch 1551 | loss: 0.0311338 | val_loss: 0.0311568 | Time: 1195.13 ms
[2022-04-06 09:25:15 main:574] : INFO : Epoch 1552 | loss: 0.0311388 | val_loss: 0.0311592 | Time: 1189.32 ms
[2022-04-06 09:25:17 main:574] : INFO : Epoch 1553 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 1161.9 ms
[2022-04-06 09:25:18 main:574] : INFO : Epoch 1554 | loss: 0.0311299 | val_loss: 0.0311584 | Time: 1099.86 ms
[2022-04-06 09:25:19 main:574] : INFO : Epoch 1555 | loss: 0.031124 | val_loss: 0.0311594 | Time: 1089 ms
[2022-04-06 09:25:20 main:574] : INFO : Epoch 1556 | loss: 0.0311243 | val_loss: 0.0311632 | Time: 1158.57 ms
[2022-04-06 09:25:21 main:574] : INFO : Epoch 1557 | loss: 0.0311232 | val_loss: 0.0311623 | Time: 1236.88 ms
[2022-04-06 09:25:22 main:574] : INFO : Epoch 1558 | loss: 0.0311237 | val_loss: 0.031156 | Time: 1202.32 ms
[2022-04-06 09:25:24 main:574] : INFO : Epoch 1559 | loss: 0.0311234 | val_loss: 0.0311648 | Time: 1194.18 ms
[2022-04-06 09:25:25 main:574] : INFO : Epoch 1560 | loss: 0.0311218 | val_loss: 0.0311591 | Time: 1168.8 ms
[2022-04-06 09:25:26 main:574] : INFO : Epoch 1561 | loss: 0.0311177 | val_loss: 0.0311617 | Time: 1186.63 ms
[2022-04-06 09:25:27 main:574] : INFO : Epoch 1562 | loss: 0.0311174 | val_loss: 0.0311589 | Time: 1208.13 ms
[2022-04-06 09:25:28 main:574] : INFO : Epoch 1563 | loss: 0.0311162 | val_loss: 0.0311561 | Time: 1231.65 ms
[2022-04-06 09:25:30 main:574] : INFO : Epoch 1564 | loss: 0.0311182 | val_loss: 0.031158 | Time: 1199.33 ms
[2022-04-06 09:25:31 main:574] : INFO : Epoch 1565 | loss: 0.0311158 | val_loss: 0.0311602 | Time: 1148.75 ms
[2022-04-06 09:25:32 main:574] : INFO : Epoch 1566 | loss: 0.0311151 | val_loss: 0.031162 | Time: 1161.8 ms
[2022-04-06 09:25:33 main:574] : INFO : Epoch 1567 | loss: 0.0311153 | val_loss: 0.0311578 | Time: 1085.95 ms
[2022-04-06 09:25:34 main:574] : INFO : Epoch 1568 | loss: 0.0311158 | val_loss: 0.0311575 | Time: 1152.08 ms
[2022-04-06 09:25:35 main:574] : INFO : Epoch 1569 | loss: 0.0311172 | val_loss: 0.0311552 | Time: 1195.99 ms
[2022-04-06 09:25:37 main:574] : INFO : Epoch 1570 | loss: 0.0311177 | val_loss: 0.0311556 | Time: 1225.88 ms
[2022-04-06 09:25:38 main:574] : INFO : Epoch 1571 | loss: 0.0311177 | val_loss: 0.0311536 | Time: 1168.24 ms
[2022-04-06 09:25:39 main:574] : INFO : Epoch 1572 | loss: 0.0311193 | val_loss: 0.0311607 | Time: 1139.09 ms
[2022-04-06 09:25:40 main:574] : INFO : Epoch 1573 | loss: 0.0311169 | val_loss: 0.031157 | Time: 1220.52 ms
[2022-04-06 09:25:41 main:574] : INFO : Epoch 1574 | loss: 0.0311162 | val_loss: 0.0311541 | Time: 1190.87 ms
[2022-04-06 09:25:43 main:574] : INFO : Epoch 1575 | loss: 0.0311163 | val_loss: 0.0311673 | Time: 1182.79 ms
[2022-04-06 09:25:44 main:574] : INFO : Epoch 1576 | loss: 0.0311168 | val_loss: 0.0311689 | Time: 1176.15 ms
[2022-04-06 09:25:45 main:574] : INFO : Epoch 1577 | loss: 0.0311207 | val_loss: 0.0311614 | Time: 1238.34 ms
[2022-04-06 09:25:46 main:574] : INFO : Epoch 1578 | loss: 0.0311172 | val_loss: 0.0311665 | Time: 1142.58 ms
[2022-04-06 09:25:47 main:574] : INFO : Epoch 1579 | loss: 0.0311154 | val_loss: 0.0311591 | Time: 1143.49 ms
[2022-04-06 09:25:48 main:574] : INFO : Epoch 1580 | loss: 0.0311188 | val_loss: 0.0311613 | Time: 1133.57 ms
[2022-04-06 09:25:50 main:574] : INFO : Epoch 1581 | loss: 0.031122 | val_loss: 0.0311582 | Time: 1110.69 ms
[2022-04-06 09:25:51 main:574] : INFO : Epoch 1582 | loss: 0.0311235 | val_loss: 0.0311549 | Time: 1140.46 ms
[2022-04-06 09:25:52 main:574] : INFO : Epoch 1583 | loss: 0.0311209 | val_loss: 0.0311545 | Time: 1186.87 ms
[2022-04-06 09:25:53 main:574] : INFO : Epoch 1584 | loss: 0.031121 | val_loss: 0.0311512 | Time: 1159.56 ms
[2022-04-06 09:25:54 main:574] : INFO : Epoch 1585 | loss: 0.0311189 | val_loss: 0.0311594 | Time: 1205.08 ms
[2022-04-06 09:25:55 main:574] : INFO : Epoch 1586 | loss: 0.031118 | val_loss: 0.0311626 | Time: 1208.51 ms
[2022-04-06 09:25:57 main:574] : INFO : Epoch 1587 | loss: 0.0311205 | val_loss: 0.0311544 | Time: 1234.93 ms
[2022-04-06 09:25:58 main:574] : INFO : Epoch 1588 | loss: 0.0311188 | val_loss: 0.0311517 | Time: 1220.14 ms
[2022-04-06 09:25:59 main:574] : INFO : Epoch 1589 | loss: 0.0311188 | val_loss: 0.0311602 | Time: 1239.28 ms
[2022-04-06 09:26:00 main:574] : INFO : Epoch 1590 | loss: 0.0311151 | val_loss: 0.0311592 | Time: 1191.98 ms
[2022-04-06 09:26:02 main:574] : INFO : Epoch 1591 | loss: 0.0311161 | val_loss: 0.0311601 | Time: 1158.11 ms
[2022-04-06 09:26:03 main:574] : INFO : Epoch 1592 | loss: 0.0311163 | val_loss: 0.0311544 | Time: 1093.81 ms
[2022-04-06 09:26:04 main:574] : INFO : Epoch 1593 | loss: 0.0311183 | val_loss: 0.0311648 | Time: 1096.42 ms
[2022-04-06 09:26:05 main:574] : INFO : Epoch 1594 | loss: 0.0311161 | val_loss: 0.0311666 | Time: 1129.91 ms
[2022-04-06 09:26:06 main:574] : INFO : Epoch 1595 | loss: 0.0311167 | val_loss: 0.0311588 | Time: 1158.12 ms
[2022-04-06 09:26:07 main:574] : INFO : Epoch 1596 | loss: 0.031122 | val_loss: 0.031164 | Time: 1160.5 ms
[2022-04-06 09:26:08 main:574] : INFO : Epoch 1597 | loss: 0.0311213 | val_loss: 0.0311625 | Time: 1100.33 ms
[2022-04-06 09:26:09 main:574] : INFO : Epoch 1598 | loss: 0.031122 | val_loss: 0.0311598 | Time: 1155.16 ms
[2022-04-06 09:26:11 main:574] : INFO : Epoch 1599 | loss: 0.0311201 | val_loss: 0.0311628 | Time: 1220.69 ms
[2022-04-06 09:26:12 main:574] : INFO : Epoch 1600 | loss: 0.0311204 | val_loss: 0.0311604 | Time: 1202.06 ms
[2022-04-06 09:26:13 main:574] : INFO : Epoch 1601 | loss: 0.031118 | val_loss: 0.0311644 | Time: 1205.87 ms
[2022-04-06 09:26:14 main:574] : INFO : Epoch 1602 | loss: 0.0311201 | val_loss: 0.0311639 | Time: 1223.29 ms
[2022-04-06 09:26:16 main:574] : INFO : Epoch 1603 | loss: 0.0311195 | val_loss: 0.0311544 | Time: 1206.64 ms
[2022-04-06 09:26:17 main:574] : INFO : Epoch 1604 | loss: 0.0311226 | val_loss: 0.0311634 | Time: 1154.06 ms
[2022-04-06 09:26:18 main:574] : INFO : Epoch 1605 | loss: 0.0311218 | val_loss: 0.0311621 | Time: 1108.45 ms
[2022-04-06 09:26:19 main:574] : INFO : Epoch 1606 | loss: 0.0311176 | val_loss: 0.0311604 | Time: 1089.82 ms
[2022-04-06 09:26:20 main:574] : INFO : Epoch 1607 | loss: 0.0311157 | val_loss: 0.031158 | Time: 1156.85 ms
[2022-04-06 09:26:21 main:574] : INFO : Epoch 1608 | loss: 0.0311186 | val_loss: 0.031153 | Time: 1173.95 ms
[2022-04-06 09:26:22 main:574] : INFO : Epoch 1609 | loss: 0.0311208 | val_loss: 0.0311648 | Time: 1194.22 ms
[2022-04-06 09:26:24 main:574] : INFO : Epoch 1610 | loss: 0.0311189 | val_loss: 0.0311621 | Time: 1158.06 ms
[2022-04-06 09:26:25 main:574] : INFO : Epoch 1611 | loss: 0.0311209 | val_loss: 0.0311584 | Time: 1209.6 ms
[2022-04-06 09:26:26 main:574] : INFO : Epoch 1612 | loss: 0.0311167 | val_loss: 0.0311582 | Time: 1258.93 ms
[2022-04-06 09:26:27 main:574] : INFO : Epoch 1613 | loss: 0.0311173 | val_loss: 0.0311611 | Time: 1369.17 ms
[2022-04-06 09:26:29 main:574] : INFO : Epoch 1614 | loss: 0.0311195 | val_loss: 0.0311582 | Time: 1381.89 ms
[2022-04-06 09:26:30 main:574] : INFO : Epoch 1615 | loss: 0.0311186 | val_loss: 0.0311621 | Time: 1365.32 ms
[2022-04-06 09:26:32 main:574] : INFO : Epoch 1616 | loss: 0.0311126 | val_loss: 0.0311584 | Time: 1282.81 ms
[2022-04-06 09:26:33 main:574] : INFO : Epoch 1617 | loss: 0.0311132 | val_loss: 0.0311563 | Time: 1226.37 ms
[2022-04-06 09:26:34 main:574] : INFO : Epoch 1618 | loss: 0.0311146 | val_loss: 0.0311601 | Time: 1071.95 ms
[2022-04-06 09:26:35 main:574] : INFO : Epoch 1619 | loss: 0.0311146 | val_loss: 0.0311602 | Time: 1093.77 ms
[2022-04-06 09:26:36 main:574] : INFO : Epoch 1620 | loss: 0.0311145 | val_loss: 0.031157 | Time: 1217.91 ms
[2022-04-06 09:26:37 main:574] : INFO : Epoch 1621 | loss: 0.0311137 | val_loss: 0.0311643 | Time: 1166.04 ms
[2022-04-06 09:26:39 main:574] : INFO : Epoch 1622 | loss: 0.031112 | val_loss: 0.031164 | Time: 1235.42 ms
[2022-04-06 09:26:40 main:574] : INFO : Epoch 1623 | loss: 0.0311113 | val_loss: 0.0311604 | Time: 1196.76 ms
[2022-04-06 09:26:41 main:574] : INFO : Epoch 1624 | loss: 0.0311101 | val_loss: 0.031165 | Time: 1239.87 ms
[2022-04-06 09:26:42 main:574] : INFO : Epoch 1625 | loss: 0.0311114 | val_loss: 0.03116 | Time: 1212.46 ms
[2022-04-06 09:26:43 main:574] : INFO : Epoch 1626 | loss: 0.0311128 | val_loss: 0.0311606 | Time: 1220.83 ms
[2022-04-06 09:26:45 main:574] : INFO : Epoch 1627 | loss: 0.0311136 | val_loss: 0.0311611 | Time: 1194.13 ms
[2022-04-06 09:26:46 main:574] : INFO : Epoch 1628 | loss: 0.0311212 | val_loss: 0.0311615 | Time: 1186.37 ms
[2022-04-06 09:26:47 main:574] : INFO : Epoch 1629 | loss: 0.0311186 | val_loss: 0.0311626 | Time: 1162.88 ms
[2022-04-06 09:26:48 main:574] : INFO : Epoch 1630 | loss: 0.0311189 | val_loss: 0.031167 | Time: 1069.16 ms
[2022-04-06 09:26:49 main:574] : INFO : Epoch 1631 | loss: 0.0311209 | val_loss: 0.0311568 | Time: 1091.02 ms
[2022-04-06 09:26:50 main:574] : INFO : Epoch 1632 | loss: 0.0311215 | val_loss: 0.0311582 | Time: 1152.85 ms
[2022-04-06 09:26:52 main:574] : INFO : Epoch 1633 | loss: 0.0311276 | val_loss: 0.0311659 | Time: 1190.04 ms
[2022-04-06 09:26:53 main:574] : INFO : Epoch 1634 | loss: 0.031126 | val_loss: 0.0311581 | Time: 1240.77 ms
[2022-04-06 09:26:54 main:574] : INFO : Epoch 1635 | loss: 0.0311354 | val_loss: 0.0311731 | Time: 1196.12 ms
[2022-04-06 09:26:55 main:574] : INFO : Epoch 1636 | loss: 0.0311311 | val_loss: 0.0311616 | Time: 1172.23 ms
[2022-04-06 09:26:56 main:574] : INFO : Epoch 1637 | loss: 0.0311223 | val_loss: 0.0311613 | Time: 1197.55 ms
[2022-04-06 09:26:58 main:574] : INFO : Epoch 1638 | loss: 0.0311196 | val_loss: 0.0311657 | Time: 1227.09 ms
[2022-04-06 09:26:59 main:574] : INFO : Epoch 1639 | loss: 0.0311176 | val_loss: 0.0311577 | Time: 1205.22 ms
[2022-04-06 09:27:00 main:574] : INFO : Epoch 1640 | loss: 0.0311212 | val_loss: 0.0311576 | Time: 1184.16 ms
[2022-04-06 09:27:01 main:574] : INFO : Epoch 1641 | loss: 0.0311325 | val_loss: 0.0311641 | Time: 1291.45 ms
[2022-04-06 09:27:03 main:574] : INFO : Epoch 1642 | loss: 0.0311269 | val_loss: 0.0311568 | Time: 1299.47 ms
[2022-04-06 09:27:04 main:574] : INFO : Epoch 1643 | loss: 0.0311267 | val_loss: 0.0311586 | Time: 1133.45 ms
[2022-04-06 09:27:05 main:574] : INFO : Epoch 1644 | loss: 0.0311264 | val_loss: 0.0311566 | Time: 1136.75 ms
[2022-04-06 09:27:06 main:574] : INFO : Epoch 1645 | loss: 0.0311282 | val_loss: 0.0311598 | Time: 1176.32 ms
[2022-04-06 09:27:07 main:574] : INFO : Epoch 1646 | loss: 0.0311295 | val_loss: 0.0311597 | Time: 1212.7 ms
[2022-04-06 09:27:08 main:574] : INFO : Epoch 1647 | loss: 0.0311292 | val_loss: 0.0311581 | Time: 1194.28 ms
[2022-04-06 09:27:10 main:574] : INFO : Epoch 1648 | loss: 0.0311298 | val_loss: 0.031164 | Time: 1137.12 ms
[2022-04-06 09:27:11 main:574] : INFO : Epoch 1649 | loss: 0.0311383 | val_loss: 0.0311578 | Time: 1203.61 ms
[2022-04-06 09:27:12 main:574] : INFO : Epoch 1650 | loss: 0.0311309 | val_loss: 0.0311553 | Time: 1200.17 ms
[2022-04-06 09:27:13 main:574] : INFO : Epoch 1651 | loss: 0.0311252 | val_loss: 0.0311516 | Time: 1241.77 ms
[2022-04-06 09:27:14 main:574] : INFO : Epoch 1652 | loss: 0.0311252 | val_loss: 0.0311621 | Time: 1206.03 ms
[2022-04-06 09:27:16 main:574] : INFO : Epoch 1653 | loss: 0.0311365 | val_loss: 0.0311551 | Time: 1201.97 ms
[2022-04-06 09:27:17 main:574] : INFO : Epoch 1654 | loss: 0.0311301 | val_loss: 0.0311563 | Time: 1171.6 ms
[2022-04-06 09:27:18 main:574] : INFO : Epoch 1655 | loss: 0.0311253 | val_loss: 0.0311554 | Time: 1159.35 ms
[2022-04-06 09:27:19 main:574] : INFO : Epoch 1656 | loss: 0.0311241 | val_loss: 0.0311591 | Time: 1138.9 ms
[2022-04-06 09:27:20 main:574] : INFO : Epoch 1657 | loss: 0.0311218 | val_loss: 0.0311542 | Time: 1111.74 ms
[2022-04-06 09:27:21 main:574] : INFO : Epoch 1658 | loss: 0.0311258 | val_loss: 0.0311542 | Time: 1232.13 ms
[2022-04-06 09:27:23 main:574] : INFO : Epoch 1659 | loss: 0.0311306 | val_loss: 0.0311556 | Time: 1225.76 ms
[2022-04-06 09:27:24 main:574] : INFO : Epoch 1660 | loss: 0.0311252 | val_loss: 0.0311619 | Time: 1167.38 ms
[2022-04-06 09:27:25 main:574] : INFO : Epoch 1661 | loss: 0.031123 | val_loss: 0.0311594 | Time: 1127.74 ms
[2022-04-06 09:27:26 main:574] : INFO : Epoch 1662 | loss: 0.0311243 | val_loss: 0.0311582 | Time: 1209.42 ms
[2022-04-06 09:27:27 main:574] : INFO : Epoch 1663 | loss: 0.031129 | val_loss: 0.0311585 | Time: 1226.54 ms
[2022-04-06 09:27:29 main:574] : INFO : Epoch 1664 | loss: 0.0311256 | val_loss: 0.0311591 | Time: 1161.47 ms
[2022-04-06 09:27:30 main:574] : INFO : Epoch 1665 | loss: 0.0311223 | val_loss: 0.0311549 | Time: 1202.56 ms
[2022-04-06 09:27:31 main:574] : INFO : Epoch 1666 | loss: 0.0311214 | val_loss: 0.0311559 | Time: 1211.28 ms
[2022-04-06 09:27:32 main:574] : INFO : Epoch 1667 | loss: 0.0311243 | val_loss: 0.03116 | Time: 1185.61 ms
[2022-04-06 09:27:33 main:574] : INFO : Epoch 1668 | loss: 0.0311191 | val_loss: 0.0311628 | Time: 1133.11 ms
[2022-04-06 09:27:34 main:574] : INFO : Epoch 1669 | loss: 0.0311189 | val_loss: 0.0311578 | Time: 1134.4 ms
[2022-04-06 09:27:36 main:574] : INFO : Epoch 1670 | loss: 0.0311233 | val_loss: 0.0311571 | Time: 1154.52 ms
[2022-04-06 09:27:37 main:574] : INFO : Epoch 1671 | loss: 0.0311213 | val_loss: 0.0311584 | Time: 1160.46 ms
[2022-04-06 09:27:38 main:574] : INFO : Epoch 1672 | loss: 0.0311209 | val_loss: 0.0311581 | Time: 1218.4 ms
[2022-04-06 09:27:39 main:574] : INFO : Epoch 1673 | loss: 0.0311196 | val_loss: 0.0311585 | Time: 1161.4 ms
[2022-04-06 09:27:40 main:574] : INFO : Epoch 1674 | loss: 0.0311211 | val_loss: 0.0311579 | Time: 1227.66 ms
[2022-04-06 09:27:42 main:574] : INFO : Epoch 1675 | loss: 0.031119 | val_loss: 0.0311596 | Time: 1180.71 ms
[2022-04-06 09:27:43 main:574] : INFO : Epoch 1676 | loss: 0.0311211 | val_loss: 0.0311606 | Time: 1176.07 ms
[2022-04-06 09:27:44 main:574] : INFO : Epoch 1677 | loss: 0.0311213 | val_loss: 0.031159 | Time: 1176.99 ms
[2022-04-06 09:27:45 main:574] : INFO : Epoch 1678 | loss: 0.03112 | val_loss: 0.03117 | Time: 1190.28 ms
[2022-04-06 09:27:46 main:574] : INFO : Epoch 1679 | loss: 0.0311257 | val_loss: 0.0311606 | Time: 1208.22 ms
[2022-04-06 09:27:47 main:574] : INFO : Epoch 1680 | loss: 0.0311257 | val_loss: 0.0311636 | Time: 1112.04 ms
[2022-04-06 09:27:49 main:574] : INFO : Epoch 1681 | loss: 0.0311191 | val_loss: 0.0311628 | Time: 1096.66 ms
[2022-04-06 09:27:50 main:574] : INFO : Epoch 1682 | loss: 0.0311459 | val_loss: 0.0311655 | Time: 1081.63 ms
[2022-04-06 09:27:51 main:574] : INFO : Epoch 1683 | loss: 0.0311431 | val_loss: 0.0311549 | Time: 1161.67 ms
[2022-04-06 09:27:52 main:574] : INFO : Epoch 1684 | loss: 0.0311356 | val_loss: 0.0311561 | Time: 1129.8 ms
[2022-04-06 09:27:53 main:574] : INFO : Epoch 1685 | loss: 0.0311311 | val_loss: 0.0311562 | Time: 1204.58 ms
[2022-04-06 09:27:54 main:574] : INFO : Epoch 1686 | loss: 0.0311261 | val_loss: 0.0311579 | Time: 1257.25 ms
[2022-04-06 09:27:56 main:574] : INFO : Epoch 1687 | loss: 0.0311266 | val_loss: 0.031158 | Time: 1141.98 ms
[2022-04-06 09:27:57 main:574] : INFO : Epoch 1688 | loss: 0.031134 | val_loss: 0.031161 | Time: 1184.05 ms
[2022-04-06 09:27:58 main:574] : INFO : Epoch 1689 | loss: 0.031133 | val_loss: 0.0311554 | Time: 1165.64 ms
[2022-04-06 09:27:59 main:574] : INFO : Epoch 1690 | loss: 0.0311299 | val_loss: 0.0311547 | Time: 1230.12 ms
[2022-04-06 09:28:00 main:574] : INFO : Epoch 1691 | loss: 0.031127 | val_loss: 0.031157 | Time: 1154.05 ms
[2022-04-06 09:28:02 main:574] : INFO : Epoch 1692 | loss: 0.0311239 | val_loss: 0.0311558 | Time: 1190.3 ms
[2022-04-06 09:28:03 main:574] : INFO : Epoch 1693 | loss: 0.0311231 | val_loss: 0.0311557 | Time: 1187.16 ms
[2022-04-06 09:28:04 main:574] : INFO : Epoch 1694 | loss: 0.0311219 | val_loss: 0.0311579 | Time: 1138.26 ms
[2022-04-06 09:28:05 main:574] : INFO : Epoch 1695 | loss: 0.0311205 | val_loss: 0.0311582 | Time: 1136.2 ms
[2022-04-06 09:28:06 main:574] : INFO : Epoch 1696 | loss: 0.0311207 | val_loss: 0.0311613 | Time: 1102.08 ms
[2022-04-06 09:28:07 main:574] : INFO : Epoch 1697 | loss: 0.031124 | val_loss: 0.0311649 | Time: 1151.69 ms
[2022-04-06 09:28:08 main:574] : INFO : Epoch 1698 | loss: 0.0311268 | val_loss: 0.0311581 | Time: 1171.24 ms
[2022-04-06 09:28:10 main:574] : INFO : Epoch 1699 | loss: 0.0311242 | val_loss: 0.0311599 | Time: 1188.43 ms
[2022-04-06 09:28:11 main:574] : INFO : Epoch 1700 | loss: 0.0311218 | val_loss: 0.0311543 | Time: 1202.52 ms
[2022-04-06 09:28:12 main:574] : INFO : Epoch 1701 | loss: 0.0311253 | val_loss: 0.0311524 | Time: 1194.68 ms
[2022-04-06 09:28:13 main:574] : INFO : Epoch 1702 | loss: 0.0311219 | val_loss: 0.0311551 | Time: 1207.42 ms
[2022-04-06 09:28:14 main:574] : INFO : Epoch 1703 | loss: 0.0311191 | val_loss: 0.0311554 | Time: 1199.68 ms
[2022-04-06 09:28:16 main:574] : INFO : Epoch 1704 | loss: 0.0311238 | val_loss: 0.0311518 | Time: 1176.88 ms
[2022-04-06 09:28:17 main:574] : INFO : Epoch 1705 | loss: 0.0311226 | val_loss: 0.0311569 | Time: 1199.21 ms
[2022-04-06 09:28:18 main:574] : INFO : Epoch 1706 | loss: 0.0311216 | val_loss: 0.0311607 | Time: 1133.63 ms
[2022-04-06 09:28:19 main:574] : INFO : Epoch 1707 | loss: 0.0311207 | val_loss: 0.0311622 | Time: 1116.64 ms
[2022-04-06 09:28:20 main:574] : INFO : Epoch 1708 | loss: 0.0311191 | val_loss: 0.0311546 | Time: 1136.83 ms
[2022-04-06 09:28:21 main:574] : INFO : Epoch 1709 | loss: 0.0311176 | val_loss: 0.0311563 | Time: 1154.83 ms
[2022-04-06 09:28:23 main:574] : INFO : Epoch 1710 | loss: 0.0311188 | val_loss: 0.0311592 | Time: 1167.49 ms
[2022-04-06 09:28:24 main:574] : INFO : Epoch 1711 | loss: 0.0311197 | val_loss: 0.0311566 | Time: 1178.45 ms
[2022-04-06 09:28:25 main:574] : INFO : Epoch 1712 | loss: 0.0311207 | val_loss: 0.031159 | Time: 1179.08 ms
[2022-04-06 09:28:26 main:574] : INFO : Epoch 1713 | loss: 0.0311187 | val_loss: 0.0311594 | Time: 1160.37 ms
[2022-04-06 09:28:27 main:574] : INFO : Epoch 1714 | loss: 0.0311215 | val_loss: 0.0311589 | Time: 1224.34 ms
[2022-04-06 09:28:29 main:574] : INFO : Epoch 1715 | loss: 0.0311237 | val_loss: 0.03116 | Time: 1180.27 ms
[2022-04-06 09:28:30 main:574] : INFO : Epoch 1716 | loss: 0.0311206 | val_loss: 0.0311587 | Time: 1183.68 ms
[2022-04-06 09:28:31 main:574] : INFO : Epoch 1717 | loss: 0.0311206 | val_loss: 0.0311595 | Time: 1195.07 ms
[2022-04-06 09:28:32 main:574] : INFO : Epoch 1718 | loss: 0.0311212 | val_loss: 0.0311609 | Time: 1221.65 ms
[2022-04-06 09:28:33 main:574] : INFO : Epoch 1719 | loss: 0.0311206 | val_loss: 0.0311611 | Time: 1130.52 ms
[2022-04-06 09:28:34 main:574] : INFO : Epoch 1720 | loss: 0.0311183 | val_loss: 0.031158 | Time: 1095.44 ms
[2022-04-06 09:28:36 main:574] : INFO : Epoch 1721 | loss: 0.0311187 | val_loss: 0.0311566 | Time: 1150.7 ms
[2022-04-06 09:28:37 main:574] : INFO : Epoch 1722 | loss: 0.0311238 | val_loss: 0.0311618 | Time: 1132.12 ms
[2022-04-06 09:28:38 main:574] : INFO : Epoch 1723 | loss: 0.0311179 | val_loss: 0.0311616 | Time: 1178.73 ms
[2022-04-06 09:28:39 main:574] : INFO : Epoch 1724 | loss: 0.0311163 | val_loss: 0.03116 | Time: 1209.06 ms
[2022-04-06 09:28:40 main:574] : INFO : Epoch 1725 | loss: 0.0311167 | val_loss: 0.031164 | Time: 1209.88 ms
[2022-04-06 09:28:41 main:574] : INFO : Epoch 1726 | loss: 0.0311174 | val_loss: 0.0311629 | Time: 1175.91 ms
[2022-04-06 09:28:43 main:574] : INFO : Epoch 1727 | loss: 0.031116 | val_loss: 0.0311662 | Time: 1199.82 ms
[2022-04-06 09:28:44 main:574] : INFO : Epoch 1728 | loss: 0.0311199 | val_loss: 0.03116 | Time: 1187.97 ms
[2022-04-06 09:28:45 main:574] : INFO : Epoch 1729 | loss: 0.0311182 | val_loss: 0.0311648 | Time: 1209.74 ms
[2022-04-06 09:28:46 main:574] : INFO : Epoch 1730 | loss: 0.0311214 | val_loss: 0.0311644 | Time: 1170.78 ms
[2022-04-06 09:28:47 main:574] : INFO : Epoch 1731 | loss: 0.0311302 | val_loss: 0.0311575 | Time: 1159.66 ms
[2022-04-06 09:28:49 main:574] : INFO : Epoch 1732 | loss: 0.0311301 | val_loss: 0.0311645 | Time: 1114.78 ms
[2022-04-06 09:28:50 main:574] : INFO : Epoch 1733 | loss: 0.0311286 | val_loss: 0.0311591 | Time: 1119.87 ms
[2022-04-06 09:28:51 main:574] : INFO : Epoch 1734 | loss: 0.0311269 | val_loss: 0.0311615 | Time: 1141.29 ms
[2022-04-06 09:28:52 main:574] : INFO : Epoch 1735 | loss: 0.0311246 | val_loss: 0.0311664 | Time: 1118.53 ms
[2022-04-06 09:28:53 main:574] : INFO : Epoch 1736 | loss: 0.0311216 | val_loss: 0.0311585 | Time: 1193.51 ms
[2022-04-06 09:28:54 main:574] : INFO : Epoch 1737 | loss: 0.031122 | val_loss: 0.0311613 | Time: 1184.11 ms
[2022-04-06 09:28:56 main:574] : INFO : Epoch 1738 | loss: 0.0311235 | val_loss: 0.0311573 | Time: 1169.53 ms
[2022-04-06 09:28:57 main:574] : INFO : Epoch 1739 | loss: 0.0311254 | val_loss: 0.0311648 | Time: 1170.45 ms
[2022-04-06 09:28:58 main:574] : INFO : Epoch 1740 | loss: 0.0311206 | val_loss: 0.0311592 | Time: 1180.76 ms
[2022-04-06 09:28:59 main:574] : INFO : Epoch 1741 | loss: 0.031119 | val_loss: 0.0311544 | Time: 1166.93 ms
[2022-04-06 09:29:00 main:574] : INFO : Epoch 1742 | loss: 0.031118 | val_loss: 0.0311557 | Time: 1226.87 ms
[2022-04-06 09:29:01 main:574] : INFO : Epoch 1743 | loss: 0.031118 | val_loss: 0.0311648 | Time: 1202.26 ms
[2022-04-06 09:29:03 main:574] : INFO : Epoch 1744 | loss: 0.0311173 | val_loss: 0.0311592 | Time: 1187.73 ms
[2022-04-06 09:29:04 main:574] : INFO : Epoch 1745 | loss: 0.0311227 | val_loss: 0.0311567 | Time: 1095.99 ms
[2022-04-06 09:29:05 main:574] : INFO : Epoch 1746 | loss: 0.0311237 | val_loss: 0.0311538 | Time: 1097.33 ms
[2022-04-06 09:29:06 main:574] : INFO : Epoch 1747 | loss: 0.0311215 | val_loss: 0.0311676 | Time: 1122.14 ms
[2022-04-06 09:29:07 main:574] : INFO : Epoch 1748 | loss: 0.0311252 | val_loss: 0.0311599 | Time: 1119.45 ms
[2022-04-06 09:29:08 main:574] : INFO : Epoch 1749 | loss: 0.0311203 | val_loss: 0.0311656 | Time: 1192.17 ms
[2022-04-06 09:29:10 main:574] : INFO : Epoch 1750 | loss: 0.0311208 | val_loss: 0.0311554 | Time: 1264.08 ms
[2022-04-06 09:29:11 main:574] : INFO : Epoch 1751 | loss: 0.0311214 | val_loss: 0.0311569 | Time: 1194.35 ms
[2022-04-06 09:29:12 main:574] : INFO : Epoch 1752 | loss: 0.0311183 | val_loss: 0.0311559 | Time: 1161.91 ms
[2022-04-06 09:29:13 main:574] : INFO : Epoch 1753 | loss: 0.0311191 | val_loss: 0.0311592 | Time: 1184.99 ms
[2022-04-06 09:29:14 main:574] : INFO : Epoch 1754 | loss: 0.0311183 | val_loss: 0.0311619 | Time: 1190.07 ms
[2022-04-06 09:29:15 main:574] : INFO : Epoch 1755 | loss: 0.0311184 | val_loss: 0.0311659 | Time: 1121.98 ms
[2022-04-06 09:29:17 main:574] : INFO : Epoch 1756 | loss: 0.0311166 | val_loss: 0.0311674 | Time: 1189.02 ms
[2022-04-06 09:29:18 main:574] : INFO : Epoch 1757 | loss: 0.0311183 | val_loss: 0.0311619 | Time: 1224.24 ms
[2022-04-06 09:29:19 main:574] : INFO : Epoch 1758 | loss: 0.0311202 | val_loss: 0.0311632 | Time: 1146.94 ms
[2022-04-06 09:29:20 main:574] : INFO : Epoch 1759 | loss: 0.0311195 | val_loss: 0.0311639 | Time: 1086.77 ms
[2022-04-06 09:29:21 main:574] : INFO : Epoch 1760 | loss: 0.0311207 | val_loss: 0.0311611 | Time: 1146.86 ms
[2022-04-06 09:29:22 main:574] : INFO : Epoch 1761 | loss: 0.0311195 | val_loss: 0.0311599 | Time: 1123.34 ms
[2022-04-06 09:29:24 main:574] : INFO : Epoch 1762 | loss: 0.0311203 | val_loss: 0.0311587 | Time: 1158.14 ms
[2022-04-06 09:29:25 main:574] : INFO : Epoch 1763 | loss: 0.0311191 | val_loss: 0.0311635 | Time: 1138.33 ms
[2022-04-06 09:29:26 main:574] : INFO : Epoch 1764 | loss: 0.0311203 | val_loss: 0.0311588 | Time: 1157.29 ms
[2022-04-06 09:29:27 main:574] : INFO : Epoch 1765 | loss: 0.0311195 | val_loss: 0.0311651 | Time: 1175.98 ms
[2022-04-06 09:29:28 main:574] : INFO : Epoch 1766 | loss: 0.0311209 | val_loss: 0.0311638 | Time: 1234.25 ms
[2022-04-06 09:29:29 main:574] : INFO : Epoch 1767 | loss: 0.0311185 | val_loss: 0.0311567 | Time: 1199.07 ms
[2022-04-06 09:29:31 main:574] : INFO : Epoch 1768 | loss: 0.0311225 | val_loss: 0.0311589 | Time: 1172.69 ms
[2022-04-06 09:29:32 main:574] : INFO : Epoch 1769 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 1214.57 ms
[2022-04-06 09:29:33 main:574] : INFO : Epoch 1770 | loss: 0.0311206 | val_loss: 0.0311657 | Time: 1147.89 ms
[2022-04-06 09:29:34 main:574] : INFO : Epoch 1771 | loss: 0.0311204 | val_loss: 0.0311595 | Time: 1149.47 ms
[2022-04-06 09:29:35 main:574] : INFO : Epoch 1772 | loss: 0.0311174 | val_loss: 0.0311641 | Time: 1080.98 ms
[2022-04-06 09:29:36 main:574] : INFO : Epoch 1773 | loss: 0.0311195 | val_loss: 0.0311567 | Time: 1179.81 ms
[2022-04-06 09:29:38 main:574] : INFO : Epoch 1774 | loss: 0.0311168 | val_loss: 0.0311636 | Time: 1128.15 ms
[2022-04-06 09:29:39 main:574] : INFO : Epoch 1775 | loss: 0.0311161 | val_loss: 0.0311656 | Time: 1182.97 ms
[2022-04-06 09:29:40 main:574] : INFO : Epoch 1776 | loss: 0.031116 | val_loss: 0.0311674 | Time: 1143.03 ms
[2022-04-06 09:29:41 main:574] : INFO : Epoch 1777 | loss: 0.0311154 | val_loss: 0.0311607 | Time: 1159.08 ms
[2022-04-06 09:29:42 main:574] : INFO : Epoch 1778 | loss: 0.0311164 | val_loss: 0.0311631 | Time: 1237.85 ms
[2022-04-06 09:29:43 main:574] : INFO : Epoch 1779 | loss: 0.031122 | val_loss: 0.0311693 | Time: 1162.13 ms
[2022-04-06 09:29:45 main:574] : INFO : Epoch 1780 | loss: 0.0311279 | val_loss: 0.0311616 | Time: 1138.76 ms
[2022-04-06 09:29:46 main:574] : INFO : Epoch 1781 | loss: 0.0311221 | val_loss: 0.0311633 | Time: 1175.89 ms
[2022-04-06 09:29:47 main:574] : INFO : Epoch 1782 | loss: 0.0311256 | val_loss: 0.0311651 | Time: 1165.2 ms
[2022-04-06 09:29:48 main:574] : INFO : Epoch 1783 | loss: 0.0311271 | val_loss: 0.031157 | Time: 1147.28 ms
[2022-04-06 09:29:49 main:574] : INFO : Epoch 1784 | loss: 0.0311247 | val_loss: 0.0311634 | Time: 1105 ms
[2022-04-06 09:29:50 main:574] : INFO : Epoch 1785 | loss: 0.0311196 | val_loss: 0.0311612 | Time: 1099.88 ms
[2022-04-06 09:29:51 main:574] : INFO : Epoch 1786 | loss: 0.0311211 | val_loss: 0.0311593 | Time: 1173.06 ms
[2022-04-06 09:29:53 main:574] : INFO : Epoch 1787 | loss: 0.0311258 | val_loss: 0.0311604 | Time: 1137.68 ms
[2022-04-06 09:29:54 main:574] : INFO : Epoch 1788 | loss: 0.0311306 | val_loss: 0.0311577 | Time: 1180.5 ms
[2022-04-06 09:29:55 main:574] : INFO : Epoch 1789 | loss: 0.0311286 | val_loss: 0.0311548 | Time: 1150.73 ms
[2022-04-06 09:29:56 main:574] : INFO : Epoch 1790 | loss: 0.0311269 | val_loss: 0.0311542 | Time: 1241.53 ms
[2022-04-06 09:29:57 main:574] : INFO : Epoch 1791 | loss: 0.0311254 | val_loss: 0.0311537 | Time: 1229.35 ms
[2022-04-06 09:29:59 main:574] : INFO : Epoch 1792 | loss: 0.0311225 | val_loss: 0.0311558 | Time: 1297.84 ms
[2022-04-06 09:30:00 main:574] : INFO : Epoch 1793 | loss: 0.031121 | val_loss: 0.0311571 | Time: 1294.4 ms
[2022-04-06 09:30:01 main:574] : INFO : Epoch 1794 | loss: 0.0311197 | val_loss: 0.0311592 | Time: 1339.57 ms
[2022-04-06 09:30:03 main:574] : INFO : Epoch 1795 | loss: 0.0311175 | val_loss: 0.0311556 | Time: 1301.78 ms
[2022-04-06 09:30:04 main:574] : INFO : Epoch 1796 | loss: 0.0311185 | val_loss: 0.0311637 | Time: 1154.31 ms
[2022-04-06 09:30:05 main:574] : INFO : Epoch 1797 | loss: 0.0311209 | val_loss: 0.0311584 | Time: 1142.11 ms
[2022-04-06 09:30:06 main:574] : INFO : Epoch 1798 | loss: 0.0311224 | val_loss: 0.0311575 | Time: 1066.94 ms
[2022-04-06 09:30:07 main:574] : INFO : Epoch 1799 | loss: 0.0311234 | val_loss: 0.0311623 | Time: 1160.36 ms
[2022-04-06 09:30:08 main:574] : INFO : Epoch 1800 | loss: 0.0311254 | val_loss: 0.0311589 | Time: 1169.07 ms
[2022-04-06 09:30:10 main:574] : INFO : Epoch 1801 | loss: 0.0311265 | val_loss: 0.0311657 | Time: 1196.32 ms
[2022-04-06 09:30:11 main:574] : INFO : Epoch 1802 | loss: 0.031129 | val_loss: 0.0311586 | Time: 1233.3 ms
[2022-04-06 09:30:12 main:574] : INFO : Epoch 1803 | loss: 0.0311238 | val_loss: 0.0311573 | Time: 1174.66 ms
[2022-04-06 09:30:13 main:574] : INFO : Epoch 1804 | loss: 0.0311198 | val_loss: 0.0311566 | Time: 1183.89 ms
[2022-04-06 09:30:14 main:574] : INFO : Epoch 1805 | loss: 0.0311226 | val_loss: 0.031161 | Time: 1225.75 ms
[2022-04-06 09:30:16 main:574] : INFO : Epoch 1806 | loss: 0.0311213 | val_loss: 0.0311586 | Time: 1172.15 ms
[2022-04-06 09:30:17 main:574] : INFO : Epoch 1807 | loss: 0.0311208 | val_loss: 0.0311604 | Time: 1202.41 ms
[2022-04-06 09:30:18 main:574] : INFO : Epoch 1808 | loss: 0.0311186 | val_loss: 0.0311592 | Time: 1172.99 ms
[2022-04-06 09:30:19 main:574] : INFO : Epoch 1809 | loss: 0.0311177 | val_loss: 0.0311579 | Time: 1146.84 ms
[2022-04-06 09:30:20 main:574] : INFO : Epoch 1810 | loss: 0.0311204 | val_loss: 0.0311637 | Time: 1157.45 ms
[2022-04-06 09:30:21 main:574] : INFO : Epoch 1811 | loss: 0.0311217 | val_loss: 0.0311545 | Time: 1133.42 ms
[2022-04-06 09:30:23 main:574] : INFO : Epoch 1812 | loss: 0.0311227 | val_loss: 0.0311674 | Time: 1179.34 ms
[2022-04-06 09:30:24 main:574] : INFO : Epoch 1813 | loss: 0.0311262 | val_loss: 0.0311601 | Time: 1161.73 ms
[2022-04-06 09:30:25 main:574] : INFO : Epoch 1814 | loss: 0.0311285 | val_loss: 0.0311612 | Time: 1205.33 ms
[2022-04-06 09:30:26 main:574] : INFO : Epoch 1815 | loss: 0.0311258 | val_loss: 0.0311527 | Time: 1162.39 ms
[2022-04-06 09:30:27 main:574] : INFO : Epoch 1816 | loss: 0.0311242 | val_loss: 0.031157 | Time: 1210.61 ms
[2022-04-06 09:30:29 main:574] : INFO : Epoch 1817 | loss: 0.0311244 | val_loss: 0.0311611 | Time: 1201.75 ms
[2022-04-06 09:30:30 main:574] : INFO : Epoch 1818 | loss: 0.031133 | val_loss: 0.0311599 | Time: 1202.77 ms
[2022-04-06 09:30:31 main:574] : INFO : Epoch 1819 | loss: 0.0311323 | val_loss: 0.031165 | Time: 1204.13 ms
[2022-04-06 09:30:32 main:574] : INFO : Epoch 1820 | loss: 0.031125 | val_loss: 0.0311612 | Time: 1168.73 ms
[2022-04-06 09:30:33 main:574] : INFO : Epoch 1821 | loss: 0.0311271 | val_loss: 0.0311584 | Time: 1186.37 ms
[2022-04-06 09:30:34 main:574] : INFO : Epoch 1822 | loss: 0.0311344 | val_loss: 0.0311913 | Time: 1103.23 ms
[2022-04-06 09:30:36 main:574] : INFO : Epoch 1823 | loss: 0.0311598 | val_loss: 0.0311665 | Time: 1167.21 ms
[2022-04-06 09:30:37 main:574] : INFO : Epoch 1824 | loss: 0.0311373 | val_loss: 0.0311593 | Time: 1112.96 ms
[2022-04-06 09:30:38 main:574] : INFO : Epoch 1825 | loss: 0.031133 | val_loss: 0.0311558 | Time: 1089.61 ms
[2022-04-06 09:30:39 main:574] : INFO : Epoch 1826 | loss: 0.0311264 | val_loss: 0.031155 | Time: 1186.08 ms
[2022-04-06 09:30:40 main:574] : INFO : Epoch 1827 | loss: 0.0311226 | val_loss: 0.031162 | Time: 1194.41 ms
[2022-04-06 09:30:41 main:574] : INFO : Epoch 1828 | loss: 0.0311301 | val_loss: 0.0311536 | Time: 1200.3 ms
[2022-04-06 09:30:43 main:574] : INFO : Epoch 1829 | loss: 0.0311271 | val_loss: 0.031153 | Time: 1316.13 ms
[2022-04-06 09:30:44 main:574] : INFO : Epoch 1830 | loss: 0.0311248 | val_loss: 0.0311542 | Time: 1285.26 ms
[2022-04-06 09:30:45 main:574] : INFO : Epoch 1831 | loss: 0.0311232 | val_loss: 0.0311585 | Time: 1301.16 ms
[2022-04-06 09:30:47 main:574] : INFO : Epoch 1832 | loss: 0.0311223 | val_loss: 0.0311571 | Time: 1319.59 ms
[2022-04-06 09:30:48 main:574] : INFO : Epoch 1833 | loss: 0.0311216 | val_loss: 0.0311541 | Time: 1278.53 ms
[2022-04-06 09:30:49 main:574] : INFO : Epoch 1834 | loss: 0.031121 | val_loss: 0.0311565 | Time: 1213.3 ms
[2022-04-06 09:30:50 main:574] : INFO : Epoch 1835 | loss: 0.031121 | val_loss: 0.0311599 | Time: 1208.25 ms
[2022-04-06 09:30:52 main:574] : INFO : Epoch 1836 | loss: 0.031121 | val_loss: 0.0311559 | Time: 1198.79 ms
[2022-04-06 09:30:53 main:574] : INFO : Epoch 1837 | loss: 0.0311236 | val_loss: 0.0311585 | Time: 1187.42 ms
[2022-04-06 09:30:54 main:574] : INFO : Epoch 1838 | loss: 0.0311432 | val_loss: 0.0311813 | Time: 1196.06 ms
[2022-04-06 09:30:55 main:574] : INFO : Epoch 1839 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 1250.61 ms
[2022-04-06 09:30:56 main:574] : INFO : Epoch 1840 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 1239.98 ms
[2022-04-06 09:30:58 main:574] : INFO : Epoch 1841 | loss: 0.0311572 | val_loss: 0.0311658 | Time: 1153.26 ms
[2022-04-06 09:30:59 main:574] : INFO : Epoch 1842 | loss: 0.0311523 | val_loss: 0.0311631 | Time: 1175.14 ms
[2022-04-06 09:31:00 main:574] : INFO : Epoch 1843 | loss: 0.0311464 | val_loss: 0.0311596 | Time: 1197.77 ms
[2022-04-06 09:31:01 main:574] : INFO : Epoch 1844 | loss: 0.0311427 | val_loss: 0.0311592 | Time: 1246.08 ms
[2022-04-06 09:31:02 main:574] : INFO : Epoch 1845 | loss: 0.0311385 | val_loss: 0.0311577 | Time: 1208.06 ms
[2022-04-06 09:31:04 main:574] : INFO : Epoch 1846 | loss: 0.031135 | val_loss: 0.0311566 | Time: 1218.21 ms
[2022-04-06 09:31:05 main:574] : INFO : Epoch 1847 | loss: 0.0311307 | val_loss: 0.0311524 | Time: 1173.54 ms
[2022-04-06 09:31:06 main:574] : INFO : Epoch 1848 | loss: 0.0311319 | val_loss: 0.0311582 | Time: 1146.63 ms
[2022-04-06 09:31:07 main:574] : INFO : Epoch 1849 | loss: 0.0311321 | val_loss: 0.031154 | Time: 1099.61 ms
[2022-04-06 09:31:08 main:574] : INFO : Epoch 1850 | loss: 0.0311254 | val_loss: 0.0311565 | Time: 1126.61 ms
[2022-04-06 09:31:09 main:574] : INFO : Epoch 1851 | loss: 0.0311269 | val_loss: 0.0311558 | Time: 1244.86 ms
[2022-04-06 09:31:11 main:574] : INFO : Epoch 1852 | loss: 0.0311247 | val_loss: 0.0311533 | Time: 1243.32 ms
[2022-04-06 09:31:12 main:574] : INFO : Epoch 1853 | loss: 0.031122 | val_loss: 0.0311524 | Time: 1234.55 ms
[2022-04-06 09:31:13 main:574] : INFO : Epoch 1854 | loss: 0.0311244 | val_loss: 0.0311554 | Time: 1246.7 ms
[2022-04-06 09:31:15 main:574] : INFO : Epoch 1855 | loss: 0.0311218 | val_loss: 0.0311563 | Time: 1262.92 ms
[2022-04-06 09:31:16 main:574] : INFO : Epoch 1856 | loss: 0.0311217 | val_loss: 0.0311558 | Time: 1268.25 ms
[2022-04-06 09:31:18 main:574] : INFO : Epoch 1857 | loss: 0.0311208 | val_loss: 0.0311557 | Time: 1284.72 ms
[2022-04-06 09:31:19 main:574] : INFO : Epoch 1858 | loss: 0.0311189 | val_loss: 0.0311529 | Time: 1280.98 ms
[2022-04-06 09:31:20 main:574] : INFO : Epoch 1859 | loss: 0.0311194 | val_loss: 0.0311554 | Time: 1190.86 ms
[2022-04-06 09:31:21 main:574] : INFO : Epoch 1860 | loss: 0.0311226 | val_loss: 0.0311548 | Time: 1202.28 ms
[2022-04-06 09:31:23 main:574] : INFO : Epoch 1861 | loss: 0.0311205 | val_loss: 0.0311543 | Time: 1118.91 ms
[2022-04-06 09:31:24 main:574] : INFO : Epoch 1862 | loss: 0.0311208 | val_loss: 0.0311513 | Time: 1196.71 ms
[2022-04-06 09:31:25 main:574] : INFO : Epoch 1863 | loss: 0.0311196 | val_loss: 0.0311551 | Time: 1269.23 ms
[2022-04-06 09:31:26 main:574] : INFO : Epoch 1864 | loss: 0.0311187 | val_loss: 0.031159 | Time: 1193.14 ms
[2022-04-06 09:31:28 main:574] : INFO : Epoch 1865 | loss: 0.0311254 | val_loss: 0.0311572 | Time: 1371.59 ms
[2022-04-06 09:31:29 main:574] : INFO : Epoch 1866 | loss: 0.0311213 | val_loss: 0.0311618 | Time: 1290.86 ms
[2022-04-06 09:31:30 main:574] : INFO : Epoch 1867 | loss: 0.031122 | val_loss: 0.031157 | Time: 1268.46 ms
[2022-04-06 09:31:32 main:574] : INFO : Epoch 1868 | loss: 0.0311205 | val_loss: 0.0311555 | Time: 1247.88 ms
[2022-04-06 09:31:33 main:574] : INFO : Epoch 1869 | loss: 0.0311175 | val_loss: 0.0311583 | Time: 1254.43 ms
[2022-04-06 09:31:34 main:574] : INFO : Epoch 1870 | loss: 0.0311178 | val_loss: 0.0311583 | Time: 1286.17 ms
[2022-04-06 09:31:35 main:574] : INFO : Epoch 1871 | loss: 0.0311197 | val_loss: 0.0311667 | Time: 1264.47 ms
[2022-04-06 09:31:37 main:574] : INFO : Epoch 1872 | loss: 0.0311175 | val_loss: 0.0311579 | Time: 1288.2 ms
[2022-04-06 09:31:38 main:574] : INFO : Epoch 1873 | loss: 0.0311171 | val_loss: 0.0311589 | Time: 1238.79 ms
[2022-04-06 09:31:39 main:574] : INFO : Epoch 1874 | loss: 0.0311184 | val_loss: 0.0311611 | Time: 1297.34 ms
[2022-04-06 09:31:41 main:574] : INFO : Epoch 1875 | loss: 0.0311172 | val_loss: 0.0311664 | Time: 1272.59 ms
[2022-04-06 09:31:42 main:574] : INFO : Epoch 1876 | loss: 0.0311171 | val_loss: 0.0311617 | Time: 1366.38 ms
[2022-04-06 09:31:43 main:574] : INFO : Epoch 1877 | loss: 0.031116 | val_loss: 0.0311595 | Time: 1335.14 ms
[2022-04-06 09:31:45 main:574] : INFO : Epoch 1878 | loss: 0.0311226 | val_loss: 0.0311611 | Time: 1275.5 ms
[2022-04-06 09:31:46 main:574] : INFO : Epoch 1879 | loss: 0.0311223 | val_loss: 0.0311613 | Time: 1274.51 ms
[2022-04-06 09:31:47 main:574] : INFO : Epoch 1880 | loss: 0.0311191 | val_loss: 0.0311594 | Time: 1213.52 ms
[2022-04-06 09:31:48 main:574] : INFO : Epoch 1881 | loss: 0.0311178 | val_loss: 0.0311593 | Time: 1166.9 ms
[2022-04-06 09:31:49 main:574] : INFO : Epoch 1882 | loss: 0.0311162 | val_loss: 0.0311535 | Time: 1201.57 ms
[2022-04-06 09:31:51 main:574] : INFO : Epoch 1883 | loss: 0.0311151 | val_loss: 0.0311606 | Time: 1124.07 ms
[2022-04-06 09:31:52 main:574] : INFO : Epoch 1884 | loss: 0.031114 | val_loss: 0.0311589 | Time: 1167.73 ms
[2022-04-06 09:31:53 main:574] : INFO : Epoch 1885 | loss: 0.0311159 | val_loss: 0.031161 | Time: 1141.26 ms
[2022-04-06 09:31:54 main:574] : INFO : Epoch 1886 | loss: 0.0311166 | val_loss: 0.0311591 | Time: 1106.44 ms
[2022-04-06 09:31:55 main:574] : INFO : Epoch 1887 | loss: 0.0311129 | val_loss: 0.0311591 | Time: 1131.73 ms
[2022-04-06 09:31:56 main:574] : INFO : Epoch 1888 | loss: 0.0311124 | val_loss: 0.0311611 | Time: 1189.3 ms
[2022-04-06 09:31:57 main:574] : INFO : Epoch 1889 | loss: 0.0311138 | val_loss: 0.0311676 | Time: 1170.36 ms
[2022-04-06 09:31:59 main:574] : INFO : Epoch 1890 | loss: 0.0311155 | val_loss: 0.0311577 | Time: 1193.39 ms
[2022-04-06 09:32:00 main:574] : INFO : Epoch 1891 | loss: 0.0311131 | val_loss: 0.0311626 | Time: 1189.44 ms
[2022-04-06 09:32:01 main:574] : INFO : Epoch 1892 | loss: 0.0311169 | val_loss: 0.0311801 | Time: 1173.17 ms
[2022-04-06 09:32:02 main:574] : INFO : Epoch 1893 | loss: 0.0311242 | val_loss: 0.0311657 | Time: 1149.47 ms
[2022-04-06 09:32:03 main:574] : INFO : Epoch 1894 | loss: 0.0311163 | val_loss: 0.0311647 | Time: 1130.71 ms
[2022-04-06 09:32:04 main:574] : INFO : Epoch 1895 | loss: 0.031117 | val_loss: 0.031166 | Time: 1170.09 ms
[2022-04-06 09:32:06 main:574] : INFO : Epoch 1896 | loss: 0.0311137 | val_loss: 0.0311558 | Time: 1182.67 ms
[2022-04-06 09:32:07 main:574] : INFO : Epoch 1897 | loss: 0.0311143 | val_loss: 0.0311697 | Time: 1141.54 ms
[2022-04-06 09:32:08 main:574] : INFO : Epoch 1898 | loss: 0.0311185 | val_loss: 0.0311579 | Time: 1123.19 ms
[2022-04-06 09:32:09 main:574] : INFO : Epoch 1899 | loss: 0.0311169 | val_loss: 0.0311622 | Time: 1122.28 ms
[2022-04-06 09:32:10 main:574] : INFO : Epoch 1900 | loss: 0.0311152 | val_loss: 0.0311577 | Time: 1130.91 ms
[2022-04-06 09:32:11 main:574] : INFO : Epoch 1901 | loss: 0.0311124 | val_loss: 0.0311684 | Time: 1150.31 ms
[2022-04-06 09:32:13 main:574] : INFO : Epoch 1902 | loss: 0.0311146 | val_loss: 0.0311596 | Time: 1224.17 ms
[2022-04-06 09:32:14 main:574] : INFO : Epoch 1903 | loss: 0.031118 | val_loss: 0.0311615 | Time: 1166.79 ms
[2022-04-06 09:32:15 main:574] : INFO : Epoch 1904 | loss: 0.0311187 | val_loss: 0.0311581 | Time: 1160.11 ms
[2022-04-06 09:32:16 main:574] : INFO : Epoch 1905 | loss: 0.0311176 | val_loss: 0.0311545 | Time: 1184.11 ms
[2022-04-06 09:32:17 main:574] : INFO : Epoch 1906 | loss: 0.031117 | val_loss: 0.0311656 | Time: 1182.02 ms
[2022-04-06 09:32:19 main:574] : INFO : Epoch 1907 | loss: 0.0311188 | val_loss: 0.0311551 | Time: 1193.71 ms
[2022-04-06 09:32:20 main:574] : INFO : Epoch 1908 | loss: 0.0311178 | val_loss: 0.0311533 | Time: 1146.29 ms
[2022-04-06 09:32:21 main:574] : INFO : Epoch 1909 | loss: 0.0311179 | val_loss: 0.0311652 | Time: 1111.25 ms
[2022-04-06 09:32:22 main:574] : INFO : Epoch 1910 | loss: 0.0311197 | val_loss: 0.0311665 | Time: 1111.91 ms
[2022-04-06 09:32:23 main:574] : INFO : Epoch 1911 | loss: 0.031117 | val_loss: 0.0311617 | Time: 1138.53 ms
[2022-04-06 09:32:24 main:574] : INFO : Epoch 1912 | loss: 0.031114 | val_loss: 0.0311595 | Time: 1150.45 ms
[2022-04-06 09:32:25 main:574] : INFO : Epoch 1913 | loss: 0.0311153 | val_loss: 0.0311636 | Time: 1151.79 ms
[2022-04-06 09:32:27 main:574] : INFO : Epoch 1914 | loss: 0.0311148 | val_loss: 0.0311579 | Time: 1166 ms
[2022-04-06 09:32:28 main:574] : INFO : Epoch 1915 | loss: 0.0311184 | val_loss: 0.0311562 | Time: 1160.04 ms
[2022-04-06 09:32:29 main:574] : INFO : Epoch 1916 | loss: 0.0311179 | val_loss: 0.0311681 | Time: 1197.02 ms
[2022-04-06 09:32:30 main:574] : INFO : Epoch 1917 | loss: 0.031121 | val_loss: 0.0311645 | Time: 1204.33 ms
[2022-04-06 09:32:31 main:574] : INFO : Epoch 1918 | loss: 0.0311159 | val_loss: 0.031157 | Time: 1181.49 ms
[2022-04-06 09:32:33 main:574] : INFO : Epoch 1919 | loss: 0.031115 | val_loss: 0.0311583 | Time: 1215.57 ms
[2022-04-06 09:32:34 main:574] : INFO : Epoch 1920 | loss: 0.0311162 | val_loss: 0.0311544 | Time: 1199.26 ms
[2022-04-06 09:32:35 main:574] : INFO : Epoch 1921 | loss: 0.0311167 | val_loss: 0.0311606 | Time: 1151.56 ms
[2022-04-06 09:32:36 main:574] : INFO : Epoch 1922 | loss: 0.0311171 | val_loss: 0.0311698 | Time: 1131.54 ms
[2022-04-06 09:32:37 main:574] : INFO : Epoch 1923 | loss: 0.031117 | val_loss: 0.0311642 | Time: 1127.39 ms
[2022-04-06 09:32:38 main:574] : INFO : Epoch 1924 | loss: 0.0311148 | val_loss: 0.031167 | Time: 1091 ms
[2022-04-06 09:32:39 main:574] : INFO : Epoch 1925 | loss: 0.0311176 | val_loss: 0.0311596 | Time: 1143.19 ms
[2022-04-06 09:32:41 main:574] : INFO : Epoch 1926 | loss: 0.0311156 | val_loss: 0.0311618 | Time: 1261.41 ms
[2022-04-06 09:32:42 main:574] : INFO : Epoch 1927 | loss: 0.031116 | val_loss: 0.0311614 | Time: 1163.43 ms
[2022-04-06 09:32:43 main:574] : INFO : Epoch 1928 | loss: 0.0311151 | val_loss: 0.0311552 | Time: 1172.25 ms
[2022-04-06 09:32:44 main:574] : INFO : Epoch 1929 | loss: 0.0311134 | val_loss: 0.0311602 | Time: 1243.48 ms
[2022-04-06 09:32:45 main:574] : INFO : Epoch 1930 | loss: 0.0311136 | val_loss: 0.0311573 | Time: 1164.19 ms
[2022-04-06 09:32:47 main:574] : INFO : Epoch 1931 | loss: 0.0311115 | val_loss: 0.0311587 | Time: 1190.14 ms
[2022-04-06 09:32:48 main:574] : INFO : Epoch 1932 | loss: 0.0311147 | val_loss: 0.0311546 | Time: 1204.31 ms
[2022-04-06 09:32:49 main:574] : INFO : Epoch 1933 | loss: 0.0311168 | val_loss: 0.0311609 | Time: 1148.35 ms
[2022-04-06 09:32:50 main:574] : INFO : Epoch 1934 | loss: 0.0311185 | val_loss: 0.0311585 | Time: 1038.19 ms
[2022-04-06 09:32:51 main:574] : INFO : Epoch 1935 | loss: 0.0311171 | val_loss: 0.0311731 | Time: 1134.67 ms
[2022-04-06 09:32:52 main:574] : INFO : Epoch 1936 | loss: 0.0311436 | val_loss: 0.0311641 | Time: 1110.2 ms
[2022-04-06 09:32:53 main:574] : INFO : Epoch 1937 | loss: 0.0311521 | val_loss: 0.0311677 | Time: 1178.52 ms
[2022-04-06 09:32:55 main:574] : INFO : Epoch 1938 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 1141.91 ms
[2022-04-06 09:32:56 main:574] : INFO : Epoch 1939 | loss: 0.031144 | val_loss: 0.0311648 | Time: 1182.45 ms
[2022-04-06 09:32:57 main:574] : INFO : Epoch 1940 | loss: 0.0311399 | val_loss: 0.0311658 | Time: 1221.67 ms
[2022-04-06 09:32:58 main:574] : INFO : Epoch 1941 | loss: 0.0311399 | val_loss: 0.0311618 | Time: 1221.61 ms
[2022-04-06 09:33:00 main:574] : INFO : Epoch 1942 | loss: 0.0311396 | val_loss: 0.031161 | Time: 1217.23 ms
[2022-04-06 09:33:01 main:574] : INFO : Epoch 1943 | loss: 0.0311352 | val_loss: 0.0311634 | Time: 1197.39 ms
[2022-04-06 09:33:02 main:574] : INFO : Epoch 1944 | loss: 0.0311334 | val_loss: 0.031157 | Time: 1191.35 ms
[2022-04-06 09:33:03 main:574] : INFO : Epoch 1945 | loss: 0.031132 | val_loss: 0.0311673 | Time: 1217.99 ms
[2022-04-06 09:33:04 main:574] : INFO : Epoch 1946 | loss: 0.0311329 | val_loss: 0.031161 | Time: 1109.24 ms
[2022-04-06 09:33:05 main:574] : INFO : Epoch 1947 | loss: 0.0311345 | val_loss: 0.031159 | Time: 1138.13 ms
[2022-04-06 09:33:06 main:574] : INFO : Epoch 1948 | loss: 0.0311298 | val_loss: 0.0311595 | Time: 1088.5 ms
[2022-04-06 09:33:08 main:574] : INFO : Epoch 1949 | loss: 0.0311279 | val_loss: 0.0311559 | Time: 1103.93 ms
[2022-04-06 09:33:09 main:574] : INFO : Epoch 1950 | loss: 0.0311255 | val_loss: 0.0311577 | Time: 1161.37 ms
[2022-04-06 09:33:10 main:574] : INFO : Epoch 1951 | loss: 0.0311238 | val_loss: 0.031156 | Time: 1188.78 ms
[2022-04-06 09:33:11 main:574] : INFO : Epoch 1952 | loss: 0.0311229 | val_loss: 0.031159 | Time: 1129.73 ms
[2022-04-06 09:33:12 main:574] : INFO : Epoch 1953 | loss: 0.0311247 | val_loss: 0.0311562 | Time: 1150.97 ms
[2022-04-06 09:33:13 main:574] : INFO : Epoch 1954 | loss: 0.0311214 | val_loss: 0.0311598 | Time: 1154.39 ms
[2022-04-06 09:33:15 main:574] : INFO : Epoch 1955 | loss: 0.0311243 | val_loss: 0.0311637 | Time: 1194.94 ms
[2022-04-06 09:33:16 main:574] : INFO : Epoch 1956 | loss: 0.0311283 | val_loss: 0.0311649 | Time: 1203.86 ms
[2022-04-06 09:33:17 main:574] : INFO : Epoch 1957 | loss: 0.0311296 | val_loss: 0.0311675 | Time: 1178.07 ms
[2022-04-06 09:33:18 main:574] : INFO : Epoch 1958 | loss: 0.0311309 | val_loss: 0.0311601 | Time: 1150.79 ms
[2022-04-06 09:33:19 main:574] : INFO : Epoch 1959 | loss: 0.0311326 | val_loss: 0.0311606 | Time: 1126.04 ms
[2022-04-06 09:33:20 main:574] : INFO : Epoch 1960 | loss: 0.0311296 | val_loss: 0.0311678 | Time: 1127.08 ms
[2022-04-06 09:33:21 main:574] : INFO : Epoch 1961 | loss: 0.0311284 | val_loss: 0.031164 | Time: 1135.48 ms
[2022-04-06 09:33:23 main:574] : INFO : Epoch 1962 | loss: 0.0311274 | val_loss: 0.0311652 | Time: 1098.97 ms
[2022-04-06 09:33:24 main:574] : INFO : Epoch 1963 | loss: 0.0311311 | val_loss: 0.0311685 | Time: 1139.82 ms
[2022-04-06 09:33:25 main:574] : INFO : Epoch 1964 | loss: 0.0311286 | val_loss: 0.0311661 | Time: 1173.74 ms
[2022-04-06 09:33:26 main:574] : INFO : Epoch 1965 | loss: 0.0311217 | val_loss: 0.0311579 | Time: 1169.89 ms
[2022-04-06 09:33:27 main:574] : INFO : Epoch 1966 | loss: 0.0311207 | val_loss: 0.0311578 | Time: 1198.46 ms
[2022-04-06 09:33:28 main:574] : INFO : Epoch 1967 | loss: 0.0311248 | val_loss: 0.0311596 | Time: 1218.94 ms
[2022-04-06 09:33:30 main:574] : INFO : Epoch 1968 | loss: 0.0311231 | val_loss: 0.0311605 | Time: 1219.16 ms
[2022-04-06 09:33:31 main:574] : INFO : Epoch 1969 | loss: 0.0311218 | val_loss: 0.0311577 | Time: 1229.54 ms
[2022-04-06 09:33:32 main:574] : INFO : Epoch 1970 | loss: 0.0311228 | val_loss: 0.0311514 | Time: 1138.31 ms
[2022-04-06 09:33:33 main:574] : INFO : Epoch 1971 | loss: 0.0311202 | val_loss: 0.0311601 | Time: 1179.85 ms
[2022-04-06 09:33:34 main:574] : INFO : Epoch 1972 | loss: 0.0311204 | val_loss: 0.0311614 | Time: 1120.42 ms
[2022-04-06 09:33:36 main:574] : INFO : Epoch 1973 | loss: 0.0311185 | val_loss: 0.0311598 | Time: 1130.63 ms
[2022-04-06 09:33:37 main:574] : INFO : Epoch 1974 | loss: 0.031128 | val_loss: 0.0311582 | Time: 1069.58 ms
[2022-04-06 09:33:38 main:574] : INFO : Epoch 1975 | loss: 0.0311349 | val_loss: 0.0311695 | Time: 1140.96 ms
[2022-04-06 09:33:39 main:574] : INFO : Epoch 1976 | loss: 0.0311339 | val_loss: 0.0311648 | Time: 1137.1 ms
[2022-04-06 09:33:40 main:574] : INFO : Epoch 1977 | loss: 0.0311262 | val_loss: 0.0311594 | Time: 1205.47 ms
[2022-04-06 09:33:41 main:574] : INFO : Epoch 1978 | loss: 0.0311248 | val_loss: 0.0311626 | Time: 1192.35 ms
[2022-04-06 09:33:42 main:574] : INFO : Epoch 1979 | loss: 0.0311302 | val_loss: 0.0311642 | Time: 1179.84 ms
[2022-04-06 09:33:44 main:574] : INFO : Epoch 1980 | loss: 0.0311267 | val_loss: 0.0311683 | Time: 1161.19 ms
[2022-04-06 09:33:45 main:574] : INFO : Epoch 1981 | loss: 0.0311216 | val_loss: 0.0311632 | Time: 1212.35 ms
[2022-04-06 09:33:46 main:574] : INFO : Epoch 1982 | loss: 0.0311235 | val_loss: 0.0311552 | Time: 1211.06 ms
[2022-04-06 09:33:47 main:574] : INFO : Epoch 1983 | loss: 0.0311199 | val_loss: 0.0311601 | Time: 1203.64 ms
[2022-04-06 09:33:49 main:574] : INFO : Epoch 1984 | loss: 0.0311178 | val_loss: 0.031166 | Time: 1216.05 ms
[2022-04-06 09:33:50 main:574] : INFO : Epoch 1985 | loss: 0.031117 | val_loss: 0.0311654 | Time: 1107.44 ms
[2022-04-06 09:33:51 main:574] : INFO : Epoch 1986 | loss: 0.0311182 | val_loss: 0.0311636 | Time: 1118.64 ms
[2022-04-06 09:33:52 main:574] : INFO : Epoch 1987 | loss: 0.03112 | val_loss: 0.0311617 | Time: 1074.81 ms
[2022-04-06 09:33:53 main:574] : INFO : Epoch 1988 | loss: 0.031118 | val_loss: 0.0311718 | Time: 1147.79 ms
[2022-04-06 09:33:54 main:574] : INFO : Epoch 1989 | loss: 0.031116 | val_loss: 0.0311642 | Time: 1168.73 ms
[2022-04-06 09:33:55 main:574] : INFO : Epoch 1990 | loss: 0.0311177 | val_loss: 0.0311591 | Time: 1227.58 ms
[2022-04-06 09:33:57 main:574] : INFO : Epoch 1991 | loss: 0.0311207 | val_loss: 0.0311589 | Time: 1144.15 ms
[2022-04-06 09:33:58 main:574] : INFO : Epoch 1992 | loss: 0.0311199 | val_loss: 0.031161 | Time: 1224.73 ms
[2022-04-06 09:33:59 main:574] : INFO : Epoch 1993 | loss: 0.0311166 | val_loss: 0.0311635 | Time: 1196.35 ms
[2022-04-06 09:34:00 main:574] : INFO : Epoch 1994 | loss: 0.031118 | val_loss: 0.0311547 | Time: 1192.18 ms
[2022-04-06 09:34:01 main:574] : INFO : Epoch 1995 | loss: 0.0311191 | val_loss: 0.0311691 | Time: 1204.4 ms
[2022-04-06 09:34:03 main:574] : INFO : Epoch 1996 | loss: 0.0311191 | val_loss: 0.0311638 | Time: 1184.01 ms
[2022-04-06 09:34:04 main:574] : INFO : Epoch 1997 | loss: 0.0311173 | val_loss: 0.0311632 | Time: 1209.25 ms
[2022-04-06 09:34:05 main:574] : INFO : Epoch 1998 | loss: 0.0311201 | val_loss: 0.031168 | Time: 1070.6 ms
[2022-04-06 09:34:06 main:574] : INFO : Epoch 1999 | loss: 0.031119 | val_loss: 0.0311565 | Time: 1111.95 ms
[2022-04-06 09:34:07 main:574] : INFO : Epoch 2000 | loss: 0.0311225 | val_loss: 0.031151 | Time: 1132.24 ms
[2022-04-06 09:34:08 main:574] : INFO : Epoch 2001 | loss: 0.0311206 | val_loss: 0.031162 | Time: 1139.11 ms
[2022-04-06 09:34:09 main:574] : INFO : Epoch 2002 | loss: 0.031121 | val_loss: 0.0311647 | Time: 1126.07 ms
[2022-04-06 09:34:10 main:574] : INFO : Epoch 2003 | loss: 0.0311208 | val_loss: 0.0311582 | Time: 1157.47 ms
[2022-04-06 09:34:12 main:574] : INFO : Epoch 2004 | loss: 0.0311184 | val_loss: 0.0311556 | Time: 1167.01 ms
[2022-04-06 09:34:13 main:574] : INFO : Epoch 2005 | loss: 0.0311167 | val_loss: 0.0311582 | Time: 1236.91 ms
[2022-04-06 09:34:14 main:574] : INFO : Epoch 2006 | loss: 0.0311157 | val_loss: 0.0311552 | Time: 1197.99 ms
[2022-04-06 09:34:15 main:574] : INFO : Epoch 2007 | loss: 0.0311201 | val_loss: 0.0311641 | Time: 1175.38 ms
[2022-04-06 09:34:17 main:574] : INFO : Epoch 2008 | loss: 0.0311173 | val_loss: 0.0311617 | Time: 1215.56 ms
[2022-04-06 09:34:18 main:574] : INFO : Epoch 2009 | loss: 0.0311166 | val_loss: 0.0311669 | Time: 1203.78 ms
[2022-04-06 09:34:19 main:574] : INFO : Epoch 2010 | loss: 0.0311177 | val_loss: 0.0311586 | Time: 1184.54 ms
[2022-04-06 09:34:20 main:574] : INFO : Epoch 2011 | loss: 0.0311143 | val_loss: 0.0311639 | Time: 1079.24 ms
[2022-04-06 09:34:21 main:574] : INFO : Epoch 2012 | loss: 0.0311162 | val_loss: 0.0311616 | Time: 1080.64 ms
[2022-04-06 09:34:22 main:574] : INFO : Epoch 2013 | loss: 0.0311168 | val_loss: 0.0311757 | Time: 1077.06 ms
[2022-04-06 09:34:23 main:574] : INFO : Epoch 2014 | loss: 0.0311142 | val_loss: 0.0311639 | Time: 1083.23 ms
[2022-04-06 09:34:24 main:574] : INFO : Epoch 2015 | loss: 0.0311178 | val_loss: 0.0311681 | Time: 1159.89 ms
[2022-04-06 09:34:26 main:574] : INFO : Epoch 2016 | loss: 0.0311211 | val_loss: 0.0311675 | Time: 1257.57 ms
[2022-04-06 09:34:27 main:574] : INFO : Epoch 2017 | loss: 0.0311167 | val_loss: 0.031164 | Time: 1147.77 ms
[2022-04-06 09:34:28 main:574] : INFO : Epoch 2018 | loss: 0.031124 | val_loss: 0.0311584 | Time: 1170.32 ms
[2022-04-06 09:34:29 main:574] : INFO : Epoch 2019 | loss: 0.0311193 | val_loss: 0.0311665 | Time: 1189.04 ms
[2022-04-06 09:34:30 main:574] : INFO : Epoch 2020 | loss: 0.0311204 | val_loss: 0.0311623 | Time: 1193.61 ms
[2022-04-06 09:34:32 main:574] : INFO : Epoch 2021 | loss: 0.0311201 | val_loss: 0.0311587 | Time: 1162.43 ms
[2022-04-06 09:34:33 main:574] : INFO : Epoch 2022 | loss: 0.0311202 | val_loss: 0.031168 | Time: 1159.7 ms
[2022-04-06 09:34:34 main:574] : INFO : Epoch 2023 | loss: 0.031115 | val_loss: 0.0311679 | Time: 1204.45 ms
[2022-04-06 09:34:35 main:574] : INFO : Epoch 2024 | loss: 0.0311158 | val_loss: 0.0311579 | Time: 1067.5 ms
[2022-04-06 09:34:36 main:574] : INFO : Epoch 2025 | loss: 0.0311134 | val_loss: 0.0311602 | Time: 1173.15 ms
[2022-04-06 09:34:37 main:574] : INFO : Epoch 2026 | loss: 0.0311236 | val_loss: 0.0311646 | Time: 1128.74 ms
[2022-04-06 09:34:38 main:574] : INFO : Epoch 2027 | loss: 0.0311188 | val_loss: 0.0311638 | Time: 1147.59 ms
[2022-04-06 09:34:40 main:574] : INFO : Epoch 2028 | loss: 0.031133 | val_loss: 0.0311696 | Time: 1204.14 ms
[2022-04-06 09:34:41 main:574] : INFO : Epoch 2029 | loss: 0.031139 | val_loss: 0.0311671 | Time: 1264 ms
[2022-04-06 09:34:42 main:574] : INFO : Epoch 2030 | loss: 0.0311336 | val_loss: 0.0311694 | Time: 1233.45 ms
[2022-04-06 09:34:43 main:574] : INFO : Epoch 2031 | loss: 0.0311271 | val_loss: 0.0311672 | Time: 1225.93 ms
[2022-04-06 09:34:45 main:574] : INFO : Epoch 2032 | loss: 0.0311277 | val_loss: 0.0311679 | Time: 1286.64 ms
[2022-04-06 09:34:46 main:574] : INFO : Epoch 2033 | loss: 0.031127 | val_loss: 0.0311648 | Time: 1277.19 ms
[2022-04-06 09:34:47 main:574] : INFO : Epoch 2034 | loss: 0.0311244 | val_loss: 0.0311641 | Time: 1285.25 ms
[2022-04-06 09:34:48 main:574] : INFO : Epoch 2035 | loss: 0.0311221 | val_loss: 0.0311605 | Time: 1239.29 ms
[2022-04-06 09:34:50 main:574] : INFO : Epoch 2036 | loss: 0.0311191 | val_loss: 0.0311694 | Time: 1165.94 ms
[2022-04-06 09:34:51 main:574] : INFO : Epoch 2037 | loss: 0.0311192 | val_loss: 0.0311564 | Time: 1115.02 ms
[2022-04-06 09:34:52 main:574] : INFO : Epoch 2038 | loss: 0.0311173 | val_loss: 0.0311576 | Time: 1191.2 ms
[2022-04-06 09:34:53 main:574] : INFO : Epoch 2039 | loss: 0.0311201 | val_loss: 0.0311559 | Time: 1120.25 ms
[2022-04-06 09:34:54 main:574] : INFO : Epoch 2040 | loss: 0.0311164 | val_loss: 0.0311599 | Time: 1131.99 ms
[2022-04-06 09:34:55 main:574] : INFO : Epoch 2041 | loss: 0.0311134 | val_loss: 0.0311643 | Time: 1146.5 ms
[2022-04-06 09:34:57 main:574] : INFO : Epoch 2042 | loss: 0.0311125 | val_loss: 0.031158 | Time: 1220.23 ms
[2022-04-06 09:34:58 main:574] : INFO : Epoch 2043 | loss: 0.0311158 | val_loss: 0.031162 | Time: 1232.85 ms
[2022-04-06 09:34:59 main:574] : INFO : Epoch 2044 | loss: 0.0311151 | val_loss: 0.0311632 | Time: 1210.01 ms
[2022-04-06 09:35:00 main:574] : INFO : Epoch 2045 | loss: 0.0311145 | val_loss: 0.0311621 | Time: 1241.19 ms
[2022-04-06 09:35:01 main:574] : INFO : Epoch 2046 | loss: 0.0311136 | val_loss: 0.0311652 | Time: 1174.06 ms
[2022-04-06 09:35:03 main:574] : INFO : Epoch 2047 | loss: 0.0311143 | val_loss: 0.0311645 | Time: 1194.03 ms
[2022-04-06 09:35:04 main:574] : INFO : Epoch 2048 | loss: 0.0311143 | val_loss: 0.0311642 | Time: 1237.25 ms
[2022-04-06 09:35:04 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311642
[2022-04-06 09:35:04 main:603] : INFO : Saving end state to config to file
[2022-04-06 09:35:04 main:608] : INFO : Success, exiting..
09:35:04 (14248): 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)