| Name | ParityModified-1647046777-19149-2-0_0 |
| Workunit | 10843288 |
| Created | 25 Mar 2022, 13:48:31 UTC |
| Sent | 31 Mar 2022, 8:24:28 UTC |
| Report deadline | 8 Apr 2022, 8:24:28 UTC |
| Received | 1 Apr 2022, 6:46:42 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11005 |
| Run time | 39 min 57 sec |
| CPU time | 38 min 40 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,446.95 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.36 GB |
| Peak disk usage | 1.54 GB |
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 1 17:36:08 main:574] : INFO : Epoch 1542 | loss: 0.0311346 | val_loss: 0.0311613 | Time: 1086.57 ms [2022-04-01 17:36:09 main:574] : INFO : Epoch 1543 | loss: 0.0311341 | val_loss: 0.0311643 | Time: 1076.61 ms [2022-04-01 17:36:10 main:574] : INFO : Epoch 1544 | loss: 0.0311324 | val_loss: 0.0311656 | Time: 1070.39 ms [2022-04-01 17:36:11 main:574] : INFO : Epoch 1545 | loss: 0.0311284 | val_loss: 0.0311601 | Time: 1109.47 ms [2022-04-01 17:36:12 main:574] : INFO : Epoch 1546 | loss: 0.0311298 | val_loss: 0.0311668 | Time: 1081.7 ms [2022-04-01 17:36:13 main:574] : INFO : Epoch 1547 | loss: 0.0311275 | val_loss: 0.0311578 | Time: 1078.32 ms [2022-04-01 17:36:14 main:574] : INFO : Epoch 1548 | loss: 0.031127 | val_loss: 0.0311549 | Time: 1092.98 ms [2022-04-01 17:36:15 main:574] : INFO : Epoch 1549 | loss: 0.0311257 | val_loss: 0.031167 | Time: 1073.02 ms [2022-04-01 17:36:16 main:574] : INFO : Epoch 1550 | loss: 0.031129 | val_loss: 0.0311614 | Time: 1116.29 ms [2022-04-01 17:36:17 main:574] : INFO : Epoch 1551 | loss: 0.0311272 | val_loss: 0.0311609 | Time: 1075.09 ms [2022-04-01 17:36:19 main:574] : INFO : Epoch 1552 | loss: 0.031125 | val_loss: 0.0311622 | Time: 1084.36 ms [2022-04-01 17:36:20 main:574] : INFO : Epoch 1553 | loss: 0.0311246 | val_loss: 0.031163 | Time: 1174.1 ms [2022-04-01 17:36:21 main:574] : INFO : Epoch 1554 | loss: 0.0311266 | val_loss: 0.0311584 | Time: 1127.45 ms [2022-04-01 17:36:22 main:574] : INFO : Epoch 1555 | loss: 0.0311231 | val_loss: 0.0311614 | Time: 1518.23 ms [2022-04-01 17:36:24 main:574] : INFO : Epoch 1556 | loss: 0.0311213 | val_loss: 0.0311625 | Time: 1197.17 ms [2022-04-01 17:36:25 main:574] : INFO : Epoch 1557 | loss: 0.0311212 | val_loss: 0.0311614 | Time: 1109.22 ms [2022-04-01 17:36:26 main:574] : INFO : Epoch 1558 | loss: 0.0311228 | val_loss: 0.0311635 | Time: 1068.59 ms [2022-04-01 17:36:27 main:574] : INFO : Epoch 1559 | loss: 0.0311214 | val_loss: 0.0311596 | Time: 1062.46 ms [2022-04-01 17:36:28 main:574] : INFO : Epoch 1560 | loss: 0.031121 | val_loss: 0.0311667 | Time: 1078.12 ms [2022-04-01 17:36:29 main:574] : INFO : Epoch 1561 | loss: 0.0311228 | val_loss: 0.0311614 | Time: 1144.15 ms [2022-04-01 17:36:30 main:574] : INFO : Epoch 1562 | loss: 0.031121 | val_loss: 0.031161 | Time: 1069.81 ms [2022-04-01 17:36:31 main:574] : INFO : Epoch 1563 | loss: 0.0311226 | val_loss: 0.0311597 | Time: 1122.2 ms [2022-04-01 17:36:32 main:574] : INFO : Epoch 1564 | loss: 0.0311249 | val_loss: 0.0311629 | Time: 1068.6 ms [2022-04-01 17:36:33 main:574] : INFO : Epoch 1565 | loss: 0.0311228 | val_loss: 0.0311621 | Time: 1071.11 ms [2022-04-01 17:36:34 main:574] : INFO : Epoch 1566 | loss: 0.0311247 | val_loss: 0.0311616 | Time: 1071.33 ms [2022-04-01 17:36:36 main:574] : INFO : Epoch 1567 | loss: 0.0311312 | val_loss: 0.031161 | Time: 1054.86 ms [2022-04-01 17:36:37 main:574] : INFO : Epoch 1568 | loss: 0.031128 | val_loss: 0.0311614 | Time: 1066.62 ms [2022-04-01 17:36:38 main:574] : INFO : Epoch 1569 | loss: 0.0311265 | val_loss: 0.0311617 | Time: 1057.31 ms [2022-04-01 17:36:39 main:574] : INFO : Epoch 1570 | loss: 0.031125 | val_loss: 0.0311628 | Time: 1056.29 ms [2022-04-01 17:36:40 main:574] : INFO : Epoch 1571 | loss: 0.0311265 | val_loss: 0.0311662 | Time: 1136.9 ms [2022-04-01 17:36:41 main:574] : INFO : Epoch 1572 | loss: 0.031143 | val_loss: 0.0311675 | Time: 1126.69 ms [2022-04-01 17:36:42 main:574] : INFO : Epoch 1573 | loss: 0.0311451 | val_loss: 0.0311669 | Time: 1181.44 ms [2022-04-01 17:36:43 main:574] : INFO : Epoch 1574 | loss: 0.0311362 | val_loss: 0.0311626 | Time: 1249.13 ms [2022-04-01 17:36:45 main:574] : INFO : Epoch 1575 | loss: 0.0311336 | val_loss: 0.0311623 | Time: 1199.01 ms [2022-04-01 17:36:46 main:574] : INFO : Epoch 1576 | loss: 0.0311327 | val_loss: 0.0311658 | Time: 1182.54 ms [2022-04-01 17:36:47 main:574] : INFO : Epoch 1577 | loss: 0.0311308 | val_loss: 0.0311627 | Time: 1225.36 ms [2022-04-01 17:36:48 main:574] : INFO : Epoch 1578 | loss: 0.0311279 | val_loss: 0.0311646 | Time: 1151.56 ms [2022-04-01 17:36:49 main:574] : INFO : Epoch 1579 | loss: 0.0311274 | val_loss: 0.0311625 | Time: 1199.63 ms [2022-04-01 17:36:51 main:574] : INFO : Epoch 1580 | loss: 0.0311269 | val_loss: 0.031165 | Time: 1195.93 ms [2022-04-01 17:36:52 main:574] : INFO : Epoch 1581 | loss: 0.0311303 | val_loss: 0.0311709 | Time: 1166.34 ms [2022-04-01 17:36:53 main:574] : INFO : Epoch 1582 | loss: 0.0311276 | val_loss: 0.0311646 | Time: 1215.51 ms [2022-04-01 17:36:54 main:574] : INFO : Epoch 1583 | loss: 0.031125 | val_loss: 0.0311648 | Time: 1170.16 ms [2022-04-01 17:36:55 main:574] : INFO : Epoch 1584 | loss: 0.0311236 | val_loss: 0.0311647 | Time: 1163.3 ms [2022-04-01 17:36:57 main:574] : INFO : Epoch 1585 | loss: 0.031127 | val_loss: 0.0311628 | Time: 1169.87 ms [2022-04-01 17:36:58 main:574] : INFO : Epoch 1586 | loss: 0.0311254 | val_loss: 0.0311658 | Time: 1244.14 ms [2022-04-01 17:36:59 main:574] : INFO : Epoch 1587 | loss: 0.0311252 | val_loss: 0.0311642 | Time: 1197.55 ms [2022-04-01 17:37:00 main:574] : INFO : Epoch 1588 | loss: 0.0311256 | val_loss: 0.0311643 | Time: 1224.44 ms [2022-04-01 17:37:01 main:574] : INFO : Epoch 1589 | loss: 0.0311245 | val_loss: 0.0311627 | Time: 1103.71 ms [2022-04-01 17:37:02 main:574] : INFO : Epoch 1590 | loss: 0.0311229 | val_loss: 0.0311654 | Time: 1193.76 ms [2022-04-01 17:37:04 main:574] : INFO : Epoch 1591 | loss: 0.0311222 | val_loss: 0.0311633 | Time: 1082.41 ms [2022-04-01 17:37:05 main:574] : INFO : Epoch 1592 | loss: 0.0311245 | val_loss: 0.031171 | Time: 1039.56 ms [2022-04-01 17:37:06 main:574] : INFO : Epoch 1593 | loss: 0.0311274 | val_loss: 0.031167 | Time: 1089.44 ms [2022-04-01 17:37:07 main:574] : INFO : Epoch 1594 | loss: 0.031123 | val_loss: 0.0311599 | Time: 1053.1 ms [2022-04-01 17:37:08 main:574] : INFO : Epoch 1595 | loss: 0.0311228 | val_loss: 0.0311623 | Time: 1303.63 ms [2022-04-01 17:37:09 main:574] : INFO : Epoch 1596 | loss: 0.0311235 | val_loss: 0.0311635 | Time: 1357.48 ms [2022-04-01 17:37:11 main:574] : INFO : Epoch 1597 | loss: 0.0311202 | val_loss: 0.0311672 | Time: 1079.13 ms [2022-04-01 17:37:12 main:574] : INFO : Epoch 1598 | loss: 0.0311233 | val_loss: 0.0311693 | Time: 1174.28 ms [2022-04-01 17:37:13 main:574] : INFO : Epoch 1599 | loss: 0.0311213 | val_loss: 0.0311587 | Time: 1140.1 ms [2022-04-01 17:37:14 main:574] : INFO : Epoch 1600 | loss: 0.0311192 | val_loss: 0.0311594 | Time: 1104.84 ms [2022-04-01 17:37:15 main:574] : INFO : Epoch 1601 | loss: 0.0311186 | val_loss: 0.0311625 | Time: 1084.47 ms [2022-04-01 17:37:16 main:574] : INFO : Epoch 1602 | loss: 0.0311179 | val_loss: 0.0311608 | Time: 1100.1 ms [2022-04-01 17:37:17 main:574] : INFO : Epoch 1603 | loss: 0.0311321 | val_loss: 0.0311622 | Time: 1055.81 ms [2022-04-01 17:37:18 main:574] : INFO : Epoch 1604 | loss: 0.0311306 | val_loss: 0.0311598 | Time: 1163.75 ms [2022-04-01 17:37:20 main:574] : INFO : Epoch 1605 | loss: 0.0311298 | val_loss: 0.0311604 | Time: 1133.37 ms [2022-04-01 17:37:21 main:574] : INFO : Epoch 1606 | loss: 0.0311318 | val_loss: 0.031163 | Time: 1291.35 ms [2022-04-01 17:37:22 main:574] : INFO : Epoch 1607 | loss: 0.031131 | val_loss: 0.0311601 | Time: 1147.2 ms [2022-04-01 17:37:23 main:574] : INFO : Epoch 1608 | loss: 0.0311289 | val_loss: 0.0311592 | Time: 1121.21 ms [2022-04-01 17:37:24 main:574] : INFO : Epoch 1609 | loss: 0.0311254 | val_loss: 0.0311643 | Time: 1089.51 ms [2022-04-01 17:37:25 main:574] : INFO : Epoch 1610 | loss: 0.0311239 | val_loss: 0.0311627 | Time: 1150.64 ms [2022-04-01 17:37:26 main:574] : INFO : Epoch 1611 | loss: 0.0311257 | val_loss: 0.0311609 | Time: 1126.67 ms [2022-04-01 17:37:28 main:574] : INFO : Epoch 1612 | loss: 0.0311257 | val_loss: 0.0311659 | Time: 1074.98 ms [2022-04-01 17:37:29 main:574] : INFO : Epoch 1613 | loss: 0.0311234 | val_loss: 0.031166 | Time: 1132.34 ms [2022-04-01 17:37:30 main:574] : INFO : Epoch 1614 | loss: 0.0311212 | val_loss: 0.031164 | Time: 1065.35 ms [2022-04-01 17:37:31 main:574] : INFO : Epoch 1615 | loss: 0.0311205 | val_loss: 0.0311642 | Time: 1085.49 ms [2022-04-01 17:37:32 main:574] : INFO : Epoch 1616 | loss: 0.0311211 | val_loss: 0.0311706 | Time: 1082.64 ms [2022-04-01 17:37:33 main:574] : INFO : Epoch 1617 | loss: 0.0311198 | val_loss: 0.0311752 | Time: 1166.49 ms [2022-04-01 17:37:34 main:574] : INFO : Epoch 1618 | loss: 0.0311237 | val_loss: 0.0311668 | Time: 1147.4 ms [2022-04-01 17:37:35 main:574] : INFO : Epoch 1619 | loss: 0.0311197 | val_loss: 0.0311653 | Time: 1138.6 ms [2022-04-01 17:37:37 main:574] : INFO : Epoch 1620 | loss: 0.0311203 | val_loss: 0.0311671 | Time: 1147.5 ms [2022-04-01 17:37:38 main:574] : INFO : Epoch 1621 | loss: 0.0311202 | val_loss: 0.0311641 | Time: 1082.73 ms [2022-04-01 17:37:39 main:574] : INFO : Epoch 1622 | loss: 0.0311196 | val_loss: 0.0311678 | Time: 1075.61 ms [2022-04-01 17:37:40 main:574] : INFO : Epoch 1623 | loss: 0.03112 | val_loss: 0.0311679 | Time: 1167.04 ms [2022-04-01 17:37:41 main:574] : INFO : Epoch 1624 | loss: 0.0311187 | val_loss: 0.0311651 | Time: 1102.54 ms [2022-04-01 17:37:42 main:574] : INFO : Epoch 1625 | loss: 0.0311182 | val_loss: 0.0311673 | Time: 1183.56 ms [2022-04-01 17:37:43 main:574] : INFO : Epoch 1626 | loss: 0.031119 | val_loss: 0.0311687 | Time: 1257.6 ms [2022-04-01 17:37:45 main:574] : INFO : Epoch 1627 | loss: 0.0311177 | val_loss: 0.0311723 | Time: 1253.31 ms [2022-04-01 17:37:46 main:574] : INFO : Epoch 1628 | loss: 0.0311167 | val_loss: 0.0311678 | Time: 1525.61 ms [2022-04-01 17:37:48 main:574] : INFO : Epoch 1629 | loss: 0.0311174 | val_loss: 0.0311754 | Time: 1329.64 ms [2022-04-01 17:37:49 main:574] : INFO : Epoch 1630 | loss: 0.0311194 | val_loss: 0.0311689 | Time: 1216.79 ms [2022-04-01 17:37:50 main:574] : INFO : Epoch 1631 | loss: 0.031119 | val_loss: 0.0311755 | Time: 1375.85 ms [2022-04-01 17:37:51 main:574] : INFO : Epoch 1632 | loss: 0.0311219 | val_loss: 0.0311755 | Time: 1187.52 ms [2022-04-01 17:37:53 main:574] : INFO : Epoch 1633 | loss: 0.0311186 | val_loss: 0.0311709 | Time: 1194.34 ms [2022-04-01 17:37:54 main:574] : INFO : Epoch 1634 | loss: 0.0311191 | val_loss: 0.0311635 | Time: 1183.53 ms [2022-04-01 17:37:55 main:574] : INFO : Epoch 1635 | loss: 0.0311165 | val_loss: 0.0311688 | Time: 1213.8 ms [2022-04-01 17:37:56 main:574] : INFO : Epoch 1636 | loss: 0.031116 | val_loss: 0.0311661 | Time: 1199.93 ms [2022-04-01 17:37:57 main:574] : INFO : Epoch 1637 | loss: 0.0311145 | val_loss: 0.0311651 | Time: 1175.79 ms [2022-04-01 17:37:58 main:574] : INFO : Epoch 1638 | loss: 0.0311166 | val_loss: 0.0311665 | Time: 1177.69 ms [2022-04-01 17:38:00 main:574] : INFO : Epoch 1639 | loss: 0.0311208 | val_loss: 0.0311702 | Time: 1726.62 ms [2022-04-01 17:38:01 main:574] : INFO : Epoch 1640 | loss: 0.0311202 | val_loss: 0.0311661 | Time: 1225.51 ms [2022-04-01 17:38:03 main:574] : INFO : Epoch 1641 | loss: 0.0311186 | val_loss: 0.0311633 | Time: 1061.89 ms [2022-04-01 17:38:04 main:574] : INFO : Epoch 1642 | loss: 0.0311176 | val_loss: 0.0311707 | Time: 1094.65 ms [2022-04-01 17:38:05 main:574] : INFO : Epoch 1643 | loss: 0.0311198 | val_loss: 0.0311661 | Time: 1064.32 ms [2022-04-01 17:38:06 main:574] : INFO : Epoch 1644 | loss: 0.0311165 | val_loss: 0.0311662 | Time: 1089.36 ms [2022-04-01 17:38:07 main:574] : INFO : Epoch 1645 | loss: 0.0311153 | val_loss: 0.0311675 | Time: 1095.25 ms [2022-04-01 17:38:08 main:574] : INFO : Epoch 1646 | loss: 0.0311158 | val_loss: 0.0311691 | Time: 1068.29 ms [2022-04-01 17:38:09 main:574] : INFO : Epoch 1647 | loss: 0.031116 | val_loss: 0.0311622 | Time: 1068.11 ms [2022-04-01 17:38:10 main:574] : INFO : Epoch 1648 | loss: 0.0311185 | val_loss: 0.0311679 | Time: 1042.06 ms [2022-04-01 17:38:11 main:574] : INFO : Epoch 1649 | loss: 0.0311217 | val_loss: 0.0311749 | Time: 1078.5 ms [2022-04-01 17:38:12 main:574] : INFO : Epoch 1650 | loss: 0.0311186 | val_loss: 0.0311629 | Time: 1088.54 ms [2022-04-01 17:38:13 main:574] : INFO : Epoch 1651 | loss: 0.0311144 | val_loss: 0.0311681 | Time: 1054.62 ms [2022-04-01 17:38:14 main:574] : INFO : Epoch 1652 | loss: 0.0311153 | val_loss: 0.0311657 | Time: 1086.66 ms [2022-04-01 17:38:16 main:574] : INFO : Epoch 1653 | loss: 0.0311134 | val_loss: 0.0311666 | Time: 1239.12 ms [2022-04-01 17:38:17 main:574] : INFO : Epoch 1654 | loss: 0.0311126 | val_loss: 0.0311705 | Time: 1392.08 ms [2022-04-01 17:38:18 main:574] : INFO : Epoch 1655 | loss: 0.0311175 | val_loss: 0.031168 | Time: 1435.8 ms [2022-04-01 17:38:20 main:574] : INFO : Epoch 1656 | loss: 0.0311217 | val_loss: 0.0311644 | Time: 1341.56 ms [2022-04-01 17:38:21 main:574] : INFO : Epoch 1657 | loss: 0.0311181 | val_loss: 0.0311658 | Time: 1165.02 ms [2022-04-01 17:38:22 main:574] : INFO : Epoch 1658 | loss: 0.0311184 | val_loss: 0.031169 | Time: 1235.59 ms [2022-04-01 17:38:24 main:574] : INFO : Epoch 1659 | loss: 0.0311175 | val_loss: 0.0311636 | Time: 1276.31 ms [2022-04-01 17:38:25 main:574] : INFO : Epoch 1660 | loss: 0.031116 | val_loss: 0.0311637 | Time: 1168.17 ms [2022-04-01 17:38:26 main:574] : INFO : Epoch 1661 | loss: 0.0311187 | val_loss: 0.031167 | Time: 1139.6 ms [2022-04-01 17:38:27 main:574] : INFO : Epoch 1662 | loss: 0.0311177 | val_loss: 0.0311688 | Time: 1120.23 ms [2022-04-01 17:38:28 main:574] : INFO : Epoch 1663 | loss: 0.0311161 | val_loss: 0.0311642 | Time: 1126.52 ms [2022-04-01 17:38:29 main:574] : INFO : Epoch 1664 | loss: 0.0311146 | val_loss: 0.0311681 | Time: 1065.33 ms [2022-04-01 17:38:30 main:574] : INFO : Epoch 1665 | loss: 0.0311157 | val_loss: 0.0311671 | Time: 1080.34 ms [2022-04-01 17:38:31 main:574] : INFO : Epoch 1666 | loss: 0.0311191 | val_loss: 0.0311667 | Time: 1081.17 ms [2022-04-01 17:38:32 main:574] : INFO : Epoch 1667 | loss: 0.0311206 | val_loss: 0.0311636 | Time: 1110.69 ms [2022-04-01 17:38:33 main:574] : INFO : Epoch 1668 | loss: 0.0311214 | val_loss: 0.0311646 | Time: 1067.12 ms [2022-04-01 17:38:35 main:574] : INFO : Epoch 1669 | loss: 0.0311169 | val_loss: 0.031163 | Time: 1096.61 ms [2022-04-01 17:38:36 main:574] : INFO : Epoch 1670 | loss: 0.0311161 | val_loss: 0.0311718 | Time: 1061.04 ms [2022-04-01 17:38:37 main:574] : INFO : Epoch 1671 | loss: 0.0311144 | val_loss: 0.0311665 | Time: 1066.19 ms [2022-04-01 17:38:38 main:574] : INFO : Epoch 1672 | loss: 0.0311126 | val_loss: 0.0311667 | Time: 1087.19 ms [2022-04-01 17:38:39 main:574] : INFO : Epoch 1673 | loss: 0.0311143 | val_loss: 0.0311676 | Time: 1116.43 ms [2022-04-01 17:38:40 main:574] : INFO : Epoch 1674 | loss: 0.0311139 | val_loss: 0.031169 | Time: 1161.82 ms [2022-04-01 17:38:41 main:574] : INFO : Epoch 1675 | loss: 0.0311128 | val_loss: 0.031175 | Time: 1085.79 ms [2022-04-01 17:38:42 main:574] : INFO : Epoch 1676 | loss: 0.0311115 | val_loss: 0.0311691 | Time: 1118.29 ms [2022-04-01 17:38:44 main:574] : INFO : Epoch 1677 | loss: 0.0311115 | val_loss: 0.0311715 | Time: 1184.64 ms [2022-04-01 17:38:45 main:574] : INFO : Epoch 1678 | loss: 0.0311114 | val_loss: 0.031172 | Time: 1194.3 ms [2022-04-01 17:38:46 main:574] : INFO : Epoch 1679 | loss: 0.0311107 | val_loss: 0.0311645 | Time: 1165.69 ms [2022-04-01 17:38:47 main:574] : INFO : Epoch 1680 | loss: 0.0311097 | val_loss: 0.0311712 | Time: 1186.13 ms [2022-04-01 17:38:48 main:574] : INFO : Epoch 1681 | loss: 0.0311096 | val_loss: 0.0311724 | Time: 1190.91 ms [2022-04-01 17:38:49 main:574] : INFO : Epoch 1682 | loss: 0.0311116 | val_loss: 0.0311772 | Time: 1189.92 ms [2022-04-01 17:38:51 main:574] : INFO : Epoch 1683 | loss: 0.031116 | val_loss: 0.0311765 | Time: 1166.81 ms [2022-04-01 17:38:52 main:574] : INFO : Epoch 1684 | loss: 0.0311186 | val_loss: 0.0311643 | Time: 1234.61 ms [2022-04-01 17:38:53 main:574] : INFO : Epoch 1685 | loss: 0.0311173 | val_loss: 0.0311685 | Time: 1191.22 ms [2022-04-01 17:38:54 main:574] : INFO : Epoch 1686 | loss: 0.0311186 | val_loss: 0.0311661 | Time: 1273.5 ms [2022-04-01 17:38:56 main:574] : INFO : Epoch 1687 | loss: 0.0311174 | val_loss: 0.0311705 | Time: 1264.75 ms [2022-04-01 17:38:57 main:574] : INFO : Epoch 1688 | loss: 0.0311173 | val_loss: 0.0311666 | Time: 1176.22 ms [2022-04-01 17:38:58 main:574] : INFO : Epoch 1689 | loss: 0.031115 | val_loss: 0.0311676 | Time: 1182.26 ms [2022-04-01 17:38:59 main:574] : INFO : Epoch 1690 | loss: 0.0311147 | val_loss: 0.0311665 | Time: 1174.18 ms [2022-04-01 17:39:00 main:574] : INFO : Epoch 1691 | loss: 0.0311117 | val_loss: 0.0311685 | Time: 1217.29 ms [2022-04-01 17:39:01 main:574] : INFO : Epoch 1692 | loss: 0.0311195 | val_loss: 0.0311671 | Time: 1109.4 ms [2022-04-01 17:39:03 main:574] : INFO : Epoch 1693 | loss: 0.0311135 | val_loss: 0.031169 | Time: 1087.75 ms [2022-04-01 17:39:04 main:574] : INFO : Epoch 1694 | loss: 0.0311117 | val_loss: 0.0311646 | Time: 1120.16 ms [2022-04-01 17:39:05 main:574] : INFO : Epoch 1695 | loss: 0.0311098 | val_loss: 0.0311737 | Time: 1111.59 ms [2022-04-01 17:39:06 main:574] : INFO : Epoch 1696 | loss: 0.0311098 | val_loss: 0.0311666 | Time: 1142.79 ms [2022-04-01 17:39:07 main:574] : INFO : Epoch 1697 | loss: 0.0311097 | val_loss: 0.0311687 | Time: 1129.74 ms [2022-04-01 17:39:08 main:574] : INFO : Epoch 1698 | loss: 0.0311122 | val_loss: 0.0311683 | Time: 1051.36 ms [2022-04-01 17:39:09 main:574] : INFO : Epoch 1699 | loss: 0.031112 | val_loss: 0.0311627 | Time: 1090.22 ms [2022-04-01 17:39:10 main:574] : INFO : Epoch 1700 | loss: 0.0311102 | val_loss: 0.0311671 | Time: 1145.52 ms [2022-04-01 17:39:11 main:574] : INFO : Epoch 1701 | loss: 0.031113 | val_loss: 0.0311689 | Time: 1078.03 ms [2022-04-01 17:39:13 main:574] : INFO : Epoch 1702 | loss: 0.0311128 | val_loss: 0.0311636 | Time: 1140.61 ms [2022-04-01 17:39:14 main:574] : INFO : Epoch 1703 | loss: 0.0311109 | val_loss: 0.0311693 | Time: 1176.67 ms [2022-04-01 17:39:15 main:574] : INFO : Epoch 1704 | loss: 0.0311122 | val_loss: 0.0311701 | Time: 1116.93 ms [2022-04-01 17:39:16 main:574] : INFO : Epoch 1705 | loss: 0.0311129 | val_loss: 0.031165 | Time: 1110.13 ms [2022-04-01 17:39:17 main:574] : INFO : Epoch 1706 | loss: 0.0311096 | val_loss: 0.031166 | Time: 1142.7 ms [2022-04-01 17:39:18 main:574] : INFO : Epoch 1707 | loss: 0.0311104 | val_loss: 0.0311622 | Time: 1217.53 ms [2022-04-01 17:39:20 main:574] : INFO : Epoch 1708 | loss: 0.0311114 | val_loss: 0.0311639 | Time: 1135.46 ms [2022-04-01 17:39:21 main:574] : INFO : Epoch 1709 | loss: 0.0311124 | val_loss: 0.031162 | Time: 1180.36 ms [2022-04-01 17:39:22 main:574] : INFO : Epoch 1710 | loss: 0.0311128 | val_loss: 0.0311599 | Time: 1223.37 ms [2022-04-01 17:39:23 main:574] : INFO : Epoch 1711 | loss: 0.0311124 | val_loss: 0.0311758 | Time: 1138.62 ms [2022-04-01 17:39:24 main:574] : INFO : Epoch 1712 | loss: 0.0311101 | val_loss: 0.031165 | Time: 1175.79 ms [2022-04-01 17:39:26 main:574] : INFO : Epoch 1713 | loss: 0.03111 | val_loss: 0.0311749 | Time: 1513.2 ms [2022-04-01 17:39:27 main:574] : INFO : Epoch 1714 | loss: 0.0311126 | val_loss: 0.0311702 | Time: 1103.31 ms [2022-04-01 17:39:28 main:574] : INFO : Epoch 1715 | loss: 0.031114 | val_loss: 0.0311694 | Time: 1263.85 ms [2022-04-01 17:39:29 main:574] : INFO : Epoch 1716 | loss: 0.0311101 | val_loss: 0.0311633 | Time: 1223.94 ms [2022-04-01 17:39:31 main:574] : INFO : Epoch 1717 | loss: 0.0311092 | val_loss: 0.0311696 | Time: 1215.8 ms [2022-04-01 17:39:32 main:574] : INFO : Epoch 1718 | loss: 0.0311116 | val_loss: 0.0311644 | Time: 1141.42 ms [2022-04-01 17:39:33 main:574] : INFO : Epoch 1719 | loss: 0.0311157 | val_loss: 0.0311687 | Time: 1173.03 ms [2022-04-01 17:39:34 main:574] : INFO : Epoch 1720 | loss: 0.0311152 | val_loss: 0.0311691 | Time: 1257.14 ms [2022-04-01 17:39:35 main:574] : INFO : Epoch 1721 | loss: 0.0311124 | val_loss: 0.0311749 | Time: 1200.15 ms [2022-04-01 17:39:37 main:574] : INFO : Epoch 1722 | loss: 0.031113 | val_loss: 0.0311695 | Time: 1180.9 ms [2022-04-01 17:39:38 main:574] : INFO : Epoch 1723 | loss: 0.0311117 | val_loss: 0.031171 | Time: 1147.46 ms [2022-04-01 17:39:39 main:574] : INFO : Epoch 1724 | loss: 0.0311116 | val_loss: 0.0311665 | Time: 1250.7 ms [2022-04-01 17:39:41 main:574] : INFO : Epoch 1725 | loss: 0.0311124 | val_loss: 0.031173 | Time: 1495.55 ms [2022-04-01 17:39:42 main:574] : INFO : Epoch 1726 | loss: 0.0311119 | val_loss: 0.031165 | Time: 1199.66 ms [2022-04-01 17:39:43 main:574] : INFO : Epoch 1727 | loss: 0.0311104 | val_loss: 0.0311704 | Time: 1776.95 ms [2022-04-01 17:39:45 main:574] : INFO : Epoch 1728 | loss: 0.0311139 | val_loss: 0.0311699 | Time: 1285.71 ms [2022-04-01 17:39:46 main:574] : INFO : Epoch 1729 | loss: 0.0311184 | val_loss: 0.0311644 | Time: 1216.29 ms [2022-04-01 17:39:47 main:574] : INFO : Epoch 1730 | loss: 0.0311148 | val_loss: 0.0311633 | Time: 1239.73 ms [2022-04-01 17:39:48 main:574] : INFO : Epoch 1731 | loss: 0.0311132 | val_loss: 0.0311632 | Time: 1249.36 ms [2022-04-01 17:39:50 main:574] : INFO : Epoch 1732 | loss: 0.0311101 | val_loss: 0.0311725 | Time: 1423.98 ms [2022-04-01 17:39:51 main:574] : INFO : Epoch 1733 | loss: 0.0311118 | val_loss: 0.0311603 | Time: 1310.85 ms [2022-04-01 17:39:52 main:574] : INFO : Epoch 1734 | loss: 0.0311109 | val_loss: 0.0311732 | Time: 1242.86 ms [2022-04-01 17:39:54 main:574] : INFO : Epoch 1735 | loss: 0.0311131 | val_loss: 0.0311688 | Time: 1247.77 ms [2022-04-01 17:39:55 main:574] : INFO : Epoch 1736 | loss: 0.0311214 | val_loss: 0.0311726 | Time: 1227.51 ms [2022-04-01 17:39:56 main:574] : INFO : Epoch 1737 | loss: 0.031128 | val_loss: 0.0311626 | Time: 1259.32 ms [2022-04-01 17:39:57 main:574] : INFO : Epoch 1738 | loss: 0.0311294 | val_loss: 0.0311647 | Time: 1183.13 ms [2022-04-01 17:39:59 main:574] : INFO : Epoch 1739 | loss: 0.0311263 | val_loss: 0.0311662 | Time: 1190.7 ms [2022-04-01 17:40:00 main:574] : INFO : Epoch 1740 | loss: 0.0311256 | val_loss: 0.031157 | Time: 1227.14 ms [2022-04-01 17:40:01 main:574] : INFO : Epoch 1741 | loss: 0.0311224 | val_loss: 0.031158 | Time: 1219.57 ms [2022-04-01 17:40:02 main:574] : INFO : Epoch 1742 | loss: 0.0311188 | val_loss: 0.0311673 | Time: 1100.07 ms [2022-04-01 17:40:03 main:574] : INFO : Epoch 1743 | loss: 0.0311218 | val_loss: 0.0311651 | Time: 1081.47 ms [2022-04-01 17:40:04 main:574] : INFO : Epoch 1744 | loss: 0.0311303 | val_loss: 0.0311647 | Time: 1196.55 ms [2022-04-01 17:40:06 main:574] : INFO : Epoch 1745 | loss: 0.0311267 | val_loss: 0.0311725 | Time: 1131.63 ms [2022-04-01 17:40:07 main:574] : INFO : Epoch 1746 | loss: 0.0311292 | val_loss: 0.0311624 | Time: 1171.62 ms [2022-04-01 17:40:08 main:574] : INFO : Epoch 1747 | loss: 0.0311301 | val_loss: 0.0311743 | Time: 1085.59 ms [2022-04-01 17:40:09 main:574] : INFO : Epoch 1748 | loss: 0.0311386 | val_loss: 0.0311662 | Time: 1232.85 ms [2022-04-01 17:40:10 main:574] : INFO : Epoch 1749 | loss: 0.0311352 | val_loss: 0.0311657 | Time: 1131.34 ms [2022-04-01 17:40:11 main:574] : INFO : Epoch 1750 | loss: 0.0311277 | val_loss: 0.0311713 | Time: 1151.14 ms [2022-04-01 17:40:12 main:574] : INFO : Epoch 1751 | loss: 0.0311249 | val_loss: 0.0311668 | Time: 1063.88 ms [2022-04-01 17:40:14 main:574] : INFO : Epoch 1752 | loss: 0.0311223 | val_loss: 0.0311654 | Time: 1079.69 ms [2022-04-01 17:40:15 main:574] : INFO : Epoch 1753 | loss: 0.0311286 | val_loss: 0.0311679 | Time: 1084.46 ms [2022-04-01 17:40:16 main:574] : INFO : Epoch 1754 | loss: 0.0311335 | val_loss: 0.0311676 | Time: 1080.48 ms [2022-04-01 17:40:17 main:574] : INFO : Epoch 1755 | loss: 0.0311343 | val_loss: 0.0311715 | Time: 1094.9 ms [2022-04-01 17:40:18 main:574] : INFO : Epoch 1756 | loss: 0.0311302 | val_loss: 0.0311675 | Time: 1105.42 ms [2022-04-01 17:40:19 main:574] : INFO : Epoch 1757 | loss: 0.0311273 | val_loss: 0.0311722 | Time: 1392.3 ms [2022-04-01 17:40:21 main:574] : INFO : Epoch 1758 | loss: 0.03113 | val_loss: 0.031172 | Time: 1204.34 ms [2022-04-01 17:40:22 main:574] : INFO : Epoch 1759 | loss: 0.0311226 | val_loss: 0.031169 | Time: 1093.54 ms [2022-04-01 17:40:23 main:574] : INFO : Epoch 1760 | loss: 0.0311208 | val_loss: 0.0311663 | Time: 1166.02 ms [2022-04-01 17:40:24 main:574] : INFO : Epoch 1761 | loss: 0.031118 | val_loss: 0.0311673 | Time: 1219.65 ms [2022-04-01 17:40:25 main:574] : INFO : Epoch 1762 | loss: 0.0311166 | val_loss: 0.0311669 | Time: 1302.55 ms [2022-04-01 17:40:27 main:574] : INFO : Epoch 1763 | loss: 0.0311166 | val_loss: 0.0311666 | Time: 1241.76 ms [2022-04-01 17:40:28 main:574] : INFO : Epoch 1764 | loss: 0.0311146 | val_loss: 0.0311636 | Time: 1069.49 ms [2022-04-01 17:40:29 main:574] : INFO : Epoch 1765 | loss: 0.0311153 | val_loss: 0.0311742 | Time: 1228.9 ms [2022-04-01 17:40:30 main:574] : INFO : Epoch 1766 | loss: 0.0311178 | val_loss: 0.0311658 | Time: 1147.04 ms [2022-04-01 17:40:31 main:574] : INFO : Epoch 1767 | loss: 0.0311172 | val_loss: 0.0311621 | Time: 1360.03 ms [2022-04-01 17:40:32 main:574] : INFO : Epoch 1768 | loss: 0.0311148 | val_loss: 0.0311639 | Time: 1066.31 ms [2022-04-01 17:40:34 main:574] : INFO : Epoch 1769 | loss: 0.0311153 | val_loss: 0.0311706 | Time: 1237.23 ms [2022-04-01 17:40:35 main:574] : INFO : Epoch 1770 | loss: 0.031117 | val_loss: 0.0311749 | Time: 1128.45 ms [2022-04-01 17:40:36 main:574] : INFO : Epoch 1771 | loss: 0.0311173 | val_loss: 0.0311649 | Time: 1096.69 ms [2022-04-01 17:40:37 main:574] : INFO : Epoch 1772 | loss: 0.0311164 | val_loss: 0.0311665 | Time: 1344.12 ms [2022-04-01 17:40:39 main:574] : INFO : Epoch 1773 | loss: 0.0311158 | val_loss: 0.0311655 | Time: 1250.99 ms [2022-04-01 17:40:40 main:574] : INFO : Epoch 1774 | loss: 0.0311138 | val_loss: 0.0311631 | Time: 1169.02 ms [2022-04-01 17:40:41 main:574] : INFO : Epoch 1775 | loss: 0.0311118 | val_loss: 0.0311705 | Time: 1164.52 ms [2022-04-01 17:40:42 main:574] : INFO : Epoch 1776 | loss: 0.0311106 | val_loss: 0.0311644 | Time: 1255.5 ms [2022-04-01 17:40:43 main:574] : INFO : Epoch 1777 | loss: 0.0311111 | val_loss: 0.0311697 | Time: 1159.92 ms [2022-04-01 17:40:44 main:574] : INFO : Epoch 1778 | loss: 0.0311098 | val_loss: 0.0311718 | Time: 1139.69 ms [2022-04-01 17:40:46 main:574] : INFO : Epoch 1779 | loss: 0.0311095 | val_loss: 0.0311706 | Time: 1119.46 ms [2022-04-01 17:40:47 main:574] : INFO : Epoch 1780 | loss: 0.031111 | val_loss: 0.0311664 | Time: 1126.25 ms [2022-04-01 17:40:48 main:574] : INFO : Epoch 1781 | loss: 0.0311122 | val_loss: 0.0311676 | Time: 1132.14 ms [2022-04-01 17:40:49 main:574] : INFO : Epoch 1782 | loss: 0.0311123 | val_loss: 0.031165 | Time: 1210.39 ms [2022-04-01 17:40:50 main:574] : INFO : Epoch 1783 | loss: 0.0311102 | val_loss: 0.0311704 | Time: 1194.1 ms [2022-04-01 17:40:51 main:574] : INFO : Epoch 1784 | loss: 0.0311097 | val_loss: 0.0311653 | Time: 1194.88 ms [2022-04-01 17:40:53 main:574] : INFO : Epoch 1785 | loss: 0.0311109 | val_loss: 0.0311658 | Time: 1450.52 ms [2022-04-01 17:40:54 main:574] : INFO : Epoch 1786 | loss: 0.0311116 | val_loss: 0.0311692 | Time: 1220.24 ms [2022-04-01 17:40:55 main:574] : INFO : Epoch 1787 | loss: 0.0311101 | val_loss: 0.0311652 | Time: 1173.51 ms [2022-04-01 17:40:56 main:574] : INFO : Epoch 1788 | loss: 0.0311107 | val_loss: 0.0311706 | Time: 1119.35 ms [2022-04-01 17:40:58 main:574] : INFO : Epoch 1789 | loss: 0.0311098 | val_loss: 0.0311613 | Time: 1113.1 ms [2022-04-01 17:40:59 main:574] : INFO : Epoch 1790 | loss: 0.0311121 | val_loss: 0.0311699 | Time: 1121.12 ms [2022-04-01 17:41:00 main:574] : INFO : Epoch 1791 | loss: 0.0311115 | val_loss: 0.0311675 | Time: 1136.07 ms [2022-04-01 17:41:01 main:574] : INFO : Epoch 1792 | loss: 0.0311104 | val_loss: 0.0311694 | Time: 1319.53 ms [2022-04-01 17:41:02 main:574] : INFO : Epoch 1793 | loss: 0.0311139 | val_loss: 0.0311695 | Time: 1266.8 ms [2022-04-01 17:41:04 main:574] : INFO : Epoch 1794 | loss: 0.0311214 | val_loss: 0.0311712 | Time: 1158.25 ms [2022-04-01 17:41:05 main:574] : INFO : Epoch 1795 | loss: 0.0311224 | val_loss: 0.0311624 | Time: 1190.53 ms [2022-04-01 17:41:06 main:574] : INFO : Epoch 1796 | loss: 0.0311187 | val_loss: 0.0311664 | Time: 1133.66 ms [2022-04-01 17:41:07 main:574] : INFO : Epoch 1797 | loss: 0.0311179 | val_loss: 0.0311667 | Time: 1139.34 ms [2022-04-01 17:41:08 main:574] : INFO : Epoch 1798 | loss: 0.0311202 | val_loss: 0.0311671 | Time: 1289.21 ms [2022-04-01 17:41:10 main:574] : INFO : Epoch 1799 | loss: 0.0311153 | val_loss: 0.0311688 | Time: 1223.69 ms [2022-04-01 17:41:11 main:574] : INFO : Epoch 1800 | loss: 0.0311127 | val_loss: 0.0311735 | Time: 1211.08 ms [2022-04-01 17:41:12 main:574] : INFO : Epoch 1801 | loss: 0.0311142 | val_loss: 0.0311663 | Time: 1122.12 ms [2022-04-01 17:41:13 main:574] : INFO : Epoch 1802 | loss: 0.0311129 | val_loss: 0.0311801 | Time: 1218.06 ms [2022-04-01 17:41:14 main:574] : INFO : Epoch 1803 | loss: 0.0311112 | val_loss: 0.0311764 | Time: 1180.02 ms [2022-04-01 17:41:15 main:574] : INFO : Epoch 1804 | loss: 0.0311088 | val_loss: 0.031172 | Time: 1114.11 ms [2022-04-01 17:41:17 main:574] : INFO : Epoch 1805 | loss: 0.0311082 | val_loss: 0.0311729 | Time: 1127.73 ms [2022-04-01 17:41:18 main:574] : INFO : Epoch 1806 | loss: 0.0311098 | val_loss: 0.0311692 | Time: 1080.66 ms [2022-04-01 17:41:19 main:574] : INFO : Epoch 1807 | loss: 0.0311106 | val_loss: 0.031165 | Time: 1175.35 ms [2022-04-01 17:41:20 main:574] : INFO : Epoch 1808 | loss: 0.0311121 | val_loss: 0.0311664 | Time: 1499.23 ms [2022-04-01 17:41:22 main:574] : INFO : Epoch 1809 | loss: 0.0311118 | val_loss: 0.0311653 | Time: 1380.37 ms [2022-04-01 17:41:23 main:574] : INFO : Epoch 1810 | loss: 0.0311142 | val_loss: 0.0311664 | Time: 1132.86 ms [2022-04-01 17:41:24 main:574] : INFO : Epoch 1811 | loss: 0.031115 | val_loss: 0.0311699 | Time: 1180.97 ms [2022-04-01 17:41:25 main:574] : INFO : Epoch 1812 | loss: 0.0311117 | val_loss: 0.0311606 | Time: 1244.41 ms [2022-04-01 17:41:27 main:574] : INFO : Epoch 1813 | loss: 0.0311102 | val_loss: 0.0311652 | Time: 1383.98 ms [2022-04-01 17:41:28 main:574] : INFO : Epoch 1814 | loss: 0.0311133 | val_loss: 0.0311688 | Time: 1104.74 ms [2022-04-01 17:41:29 main:574] : INFO : Epoch 1815 | loss: 0.0311124 | val_loss: 0.0311642 | Time: 1507.04 ms [2022-04-01 17:41:31 main:574] : INFO : Epoch 1816 | loss: 0.0311112 | val_loss: 0.0311659 | Time: 1303.16 ms [2022-04-01 17:41:32 main:574] : INFO : Epoch 1817 | loss: 0.0311232 | val_loss: 0.0311706 | Time: 1217.96 ms [2022-04-01 17:41:33 main:574] : INFO : Epoch 1818 | loss: 0.0311303 | val_loss: 0.0311703 | Time: 1176.69 ms [2022-04-01 17:41:34 main:574] : INFO : Epoch 1819 | loss: 0.0311297 | val_loss: 0.0311605 | Time: 1129.78 ms [2022-04-01 17:41:36 main:574] : INFO : Epoch 1820 | loss: 0.031128 | val_loss: 0.0311621 | Time: 1457.44 ms [2022-04-01 17:41:37 main:574] : INFO : Epoch 1821 | loss: 0.0311256 | val_loss: 0.0311682 | Time: 1451.89 ms [2022-04-01 17:41:38 main:574] : INFO : Epoch 1822 | loss: 0.0311207 | val_loss: 0.0311633 | Time: 1208.28 ms [2022-04-01 17:41:39 main:574] : INFO : Epoch 1823 | loss: 0.0311189 | val_loss: 0.0311659 | Time: 1192.48 ms [2022-04-01 17:41:41 main:574] : INFO : Epoch 1824 | loss: 0.0311159 | val_loss: 0.0311715 | Time: 1176.75 ms [2022-04-01 17:41:42 main:574] : INFO : Epoch 1825 | loss: 0.0311143 | val_loss: 0.0311674 | Time: 1191.96 ms [2022-04-01 17:41:43 main:574] : INFO : Epoch 1826 | loss: 0.0311144 | val_loss: 0.0311652 | Time: 1387.48 ms [2022-04-01 17:41:45 main:574] : INFO : Epoch 1827 | loss: 0.0311167 | val_loss: 0.0311615 | Time: 1529.34 ms [2022-04-01 17:41:46 main:574] : INFO : Epoch 1828 | loss: 0.0311262 | val_loss: 0.0311618 | Time: 1248.46 ms [2022-04-01 17:41:47 main:574] : INFO : Epoch 1829 | loss: 0.0311247 | val_loss: 0.0311573 | Time: 1319.27 ms [2022-04-01 17:41:49 main:574] : INFO : Epoch 1830 | loss: 0.0311196 | val_loss: 0.0311602 | Time: 1212.1 ms [2022-04-01 17:41:50 main:574] : INFO : Epoch 1831 | loss: 0.0311181 | val_loss: 0.0311585 | Time: 1220.66 ms [2022-04-01 17:41:51 main:574] : INFO : Epoch 1832 | loss: 0.0311177 | val_loss: 0.0311637 | Time: 1198.85 ms [2022-04-01 17:41:52 main:574] : INFO : Epoch 1833 | loss: 0.031118 | val_loss: 0.0311604 | Time: 1395.21 ms [2022-04-01 17:41:54 main:574] : INFO : Epoch 1834 | loss: 0.0311181 | val_loss: 0.0311621 | Time: 1490.09 ms [2022-04-01 17:41:56 main:574] : INFO : Epoch 1835 | loss: 0.0311207 | val_loss: 0.0311606 | Time: 1786.83 ms [2022-04-01 17:41:57 main:574] : INFO : Epoch 1836 | loss: 0.0311175 | val_loss: 0.0311607 | Time: 1516.74 ms [2022-04-01 17:41:59 main:574] : INFO : Epoch 1837 | loss: 0.0311164 | val_loss: 0.0311614 | Time: 1378.05 ms [2022-04-01 17:42:00 main:574] : INFO : Epoch 1838 | loss: 0.0311158 | val_loss: 0.0311649 | Time: 1394.37 ms [2022-04-01 17:42:01 main:574] : INFO : Epoch 1839 | loss: 0.0311185 | val_loss: 0.0311562 | Time: 1270.36 ms [2022-04-01 17:42:02 main:574] : INFO : Epoch 1840 | loss: 0.0311157 | val_loss: 0.0311596 | Time: 1167.8 ms [2022-04-01 17:42:04 main:574] : INFO : Epoch 1841 | loss: 0.0311127 | val_loss: 0.031163 | Time: 1173.55 ms [2022-04-01 17:42:05 main:574] : INFO : Epoch 1842 | loss: 0.0311111 | val_loss: 0.0311649 | Time: 1297.6 ms [2022-04-01 17:42:06 main:574] : INFO : Epoch 1843 | loss: 0.0311117 | val_loss: 0.0311712 | Time: 1201.4 ms [2022-04-01 17:42:07 main:574] : INFO : Epoch 1844 | loss: 0.0311106 | val_loss: 0.0311631 | Time: 1201.85 ms [2022-04-01 17:42:09 main:574] : INFO : Epoch 1845 | loss: 0.0311213 | val_loss: 0.0311595 | Time: 1189.28 ms [2022-04-01 17:42:10 main:574] : INFO : Epoch 1846 | loss: 0.0311197 | val_loss: 0.0311589 | Time: 1420.01 ms [2022-04-01 17:42:11 main:574] : INFO : Epoch 1847 | loss: 0.0311204 | val_loss: 0.0311645 | Time: 1238.72 ms [2022-04-01 17:42:12 main:574] : INFO : Epoch 1848 | loss: 0.0311172 | val_loss: 0.0311662 | Time: 1164.27 ms [2022-04-01 17:42:14 main:574] : INFO : Epoch 1849 | loss: 0.0311195 | val_loss: 0.0311641 | Time: 1174 ms [2022-04-01 17:42:15 main:574] : INFO : Epoch 1850 | loss: 0.0311198 | val_loss: 0.0311582 | Time: 1188.41 ms [2022-04-01 17:42:16 main:574] : INFO : Epoch 1851 | loss: 0.0311154 | val_loss: 0.0311647 | Time: 1162.57 ms [2022-04-01 17:42:17 main:574] : INFO : Epoch 1852 | loss: 0.0311267 | val_loss: 0.0311616 | Time: 1169.18 ms [2022-04-01 17:42:18 main:574] : INFO : Epoch 1853 | loss: 0.031125 | val_loss: 0.0311579 | Time: 1165.96 ms [2022-04-01 17:42:19 main:574] : INFO : Epoch 1854 | loss: 0.0311186 | val_loss: 0.0311585 | Time: 1220.72 ms [2022-04-01 17:42:21 main:574] : INFO : Epoch 1855 | loss: 0.0311147 | val_loss: 0.0311599 | Time: 1379.71 ms [2022-04-01 17:42:22 main:574] : INFO : Epoch 1856 | loss: 0.0311139 | val_loss: 0.0311616 | Time: 1142.02 ms [2022-04-01 17:42:23 main:574] : INFO : Epoch 1857 | loss: 0.0311171 | val_loss: 0.0311639 | Time: 1172.14 ms [2022-04-01 17:42:24 main:574] : INFO : Epoch 1858 | loss: 0.0311177 | val_loss: 0.0311662 | Time: 1151.53 ms [2022-04-01 17:42:25 main:574] : INFO : Epoch 1859 | loss: 0.0311153 | val_loss: 0.031163 | Time: 1160.36 ms [2022-04-01 17:42:27 main:574] : INFO : Epoch 1860 | loss: 0.031113 | val_loss: 0.0311601 | Time: 1511.65 ms [2022-04-01 17:42:28 main:574] : INFO : Epoch 1861 | loss: 0.031113 | val_loss: 0.0311648 | Time: 1438.2 ms [2022-04-01 17:42:30 main:574] : INFO : Epoch 1862 | loss: 0.031114 | val_loss: 0.0311633 | Time: 1212.43 ms [2022-04-01 17:42:31 main:574] : INFO : Epoch 1863 | loss: 0.031111 | val_loss: 0.031168 | Time: 1166.12 ms [2022-04-01 17:42:32 main:574] : INFO : Epoch 1864 | loss: 0.0311109 | val_loss: 0.0311636 | Time: 1628.4 ms [2022-04-01 17:42:34 main:574] : INFO : Epoch 1865 | loss: 0.0311079 | val_loss: 0.0311661 | Time: 1552.21 ms [2022-04-01 17:42:35 main:574] : INFO : Epoch 1866 | loss: 0.0311079 | val_loss: 0.0311668 | Time: 1166.92 ms [2022-04-01 17:42:36 main:574] : INFO : Epoch 1867 | loss: 0.0311094 | val_loss: 0.031174 | Time: 1160.83 ms [2022-04-01 17:42:38 main:574] : INFO : Epoch 1868 | loss: 0.0311105 | val_loss: 0.0311652 | Time: 1186.15 ms [2022-04-01 17:42:39 main:574] : INFO : Epoch 1869 | loss: 0.031108 | val_loss: 0.0311693 | Time: 1152.87 ms [2022-04-01 17:42:40 main:574] : INFO : Epoch 1870 | loss: 0.0311079 | val_loss: 0.0311653 | Time: 1351.34 ms [2022-04-01 17:42:41 main:574] : INFO : Epoch 1871 | loss: 0.0311083 | val_loss: 0.0311674 | Time: 1211.37 ms [2022-04-01 17:42:42 main:574] : INFO : Epoch 1872 | loss: 0.0311073 | val_loss: 0.0311733 | Time: 1162.9 ms [2022-04-01 17:42:44 main:574] : INFO : Epoch 1873 | loss: 0.0311146 | val_loss: 0.031182 | Time: 1060.58 ms [2022-04-01 17:42:45 main:574] : INFO : Epoch 1874 | loss: 0.0311231 | val_loss: 0.0311763 | Time: 1159.99 ms [2022-04-01 17:42:46 main:574] : INFO : Epoch 1875 | loss: 0.0311228 | val_loss: 0.0311777 | Time: 1122 ms [2022-04-01 17:42:47 main:574] : INFO : Epoch 1876 | loss: 0.0311131 | val_loss: 0.0311692 | Time: 1175.02 ms [2022-04-01 17:42:48 main:574] : INFO : Epoch 1877 | loss: 0.031107 | val_loss: 0.0311654 | Time: 1184.61 ms [2022-04-01 17:42:50 main:574] : INFO : Epoch 1878 | loss: 0.0311057 | val_loss: 0.0311743 | Time: 1419.3 ms [2022-04-01 17:42:51 main:574] : INFO : Epoch 1879 | loss: 0.0311177 | val_loss: 0.031163 | Time: 1168.52 ms [2022-04-01 17:42:52 main:574] : INFO : Epoch 1880 | loss: 0.0311255 | val_loss: 0.0311624 | Time: 1185.09 ms [2022-04-01 17:42:53 main:574] : INFO : Epoch 1881 | loss: 0.0311212 | val_loss: 0.0311614 | Time: 1144.05 ms [2022-04-01 17:42:54 main:574] : INFO : Epoch 1882 | loss: 0.0311167 | val_loss: 0.0311679 | Time: 1141.19 ms [2022-04-01 17:42:55 main:574] : INFO : Epoch 1883 | loss: 0.0311137 | val_loss: 0.0311646 | Time: 1150.89 ms [2022-04-01 17:42:57 main:574] : INFO : Epoch 1884 | loss: 0.0311134 | val_loss: 0.0311642 | Time: 1122.61 ms [2022-04-01 17:42:58 main:574] : INFO : Epoch 1885 | loss: 0.0311189 | val_loss: 0.0311647 | Time: 1180.65 ms [2022-04-01 17:42:59 main:574] : INFO : Epoch 1886 | loss: 0.0311214 | val_loss: 0.0311628 | Time: 1259.94 ms [2022-04-01 17:43:00 main:574] : INFO : Epoch 1887 | loss: 0.0311239 | val_loss: 0.0311566 | Time: 1191.02 ms [2022-04-01 17:43:01 main:574] : INFO : Epoch 1888 | loss: 0.031125 | val_loss: 0.03116 | Time: 1159.08 ms [2022-04-01 17:43:03 main:574] : INFO : Epoch 1889 | loss: 0.0311242 | val_loss: 0.0311605 | Time: 1087.45 ms [2022-04-01 17:43:04 main:574] : INFO : Epoch 1890 | loss: 0.0311216 | val_loss: 0.031162 | Time: 1110.53 ms [2022-04-01 17:43:05 main:574] : INFO : Epoch 1891 | loss: 0.0311218 | val_loss: 0.0311643 | Time: 1067.97 ms [2022-04-01 17:43:06 main:574] : INFO : Epoch 1892 | loss: 0.0311186 | val_loss: 0.0311628 | Time: 1023.2 ms [2022-04-01 17:43:07 main:574] : INFO : Epoch 1893 | loss: 0.0311187 | val_loss: 0.03116 | Time: 1156.72 ms [2022-04-01 17:43:08 main:574] : INFO : Epoch 1894 | loss: 0.0311157 | val_loss: 0.0311598 | Time: 1361.05 ms [2022-04-01 17:43:10 main:574] : INFO : Epoch 1895 | loss: 0.0311146 | val_loss: 0.0311597 | Time: 1180.95 ms [2022-04-01 17:43:11 main:574] : INFO : Epoch 1896 | loss: 0.0311136 | val_loss: 0.0311609 | Time: 1150.08 ms [2022-04-01 17:43:12 main:574] : INFO : Epoch 1897 | loss: 0.0311135 | val_loss: 0.0311652 | Time: 1119.82 ms [2022-04-01 17:43:13 main:574] : INFO : Epoch 1898 | loss: 0.0311148 | val_loss: 0.0311625 | Time: 1044.35 ms [2022-04-01 17:43:14 main:574] : INFO : Epoch 1899 | loss: 0.0311141 | val_loss: 0.0311632 | Time: 1055.63 ms [2022-04-01 17:43:15 main:574] : INFO : Epoch 1900 | loss: 0.031114 | val_loss: 0.0311618 | Time: 1080.18 ms [2022-04-01 17:43:16 main:574] : INFO : Epoch 1901 | loss: 0.0311126 | val_loss: 0.031155 | Time: 1244.15 ms [2022-04-01 17:43:17 main:574] : INFO : Epoch 1902 | loss: 0.0311127 | val_loss: 0.0311585 | Time: 1245.03 ms [2022-04-01 17:43:19 main:574] : INFO : Epoch 1903 | loss: 0.0311128 | val_loss: 0.031163 | Time: 1261.22 ms [2022-04-01 17:43:20 main:574] : INFO : Epoch 1904 | loss: 0.0311113 | val_loss: 0.0311607 | Time: 1164.92 ms [2022-04-01 17:43:21 main:574] : INFO : Epoch 1905 | loss: 0.0311084 | val_loss: 0.0311566 | Time: 1140.29 ms [2022-04-01 17:43:22 main:574] : INFO : Epoch 1906 | loss: 0.0311115 | val_loss: 0.0311722 | Time: 1162.15 ms [2022-04-01 17:43:23 main:574] : INFO : Epoch 1907 | loss: 0.031113 | val_loss: 0.0311643 | Time: 1102.57 ms [2022-04-01 17:43:25 main:574] : INFO : Epoch 1908 | loss: 0.0311193 | val_loss: 0.0311612 | Time: 1353.21 ms [2022-04-01 17:43:26 main:574] : INFO : Epoch 1909 | loss: 0.0311201 | val_loss: 0.0311636 | Time: 1233.45 ms [2022-04-01 17:43:27 main:574] : INFO : Epoch 1910 | loss: 0.0311213 | val_loss: 0.0311577 | Time: 1147.16 ms [2022-04-01 17:43:28 main:574] : INFO : Epoch 1911 | loss: 0.0311187 | val_loss: 0.0311585 | Time: 1062.14 ms [2022-04-01 17:43:29 main:574] : INFO : Epoch 1912 | loss: 0.0311154 | val_loss: 0.0311664 | Time: 1117.97 ms [2022-04-01 17:43:30 main:574] : INFO : Epoch 1913 | loss: 0.0311134 | val_loss: 0.0311597 | Time: 1056.16 ms [2022-04-01 17:43:31 main:574] : INFO : Epoch 1914 | loss: 0.0311181 | val_loss: 0.0311601 | Time: 1079.7 ms [2022-04-01 17:43:33 main:574] : INFO : Epoch 1915 | loss: 0.031114 | val_loss: 0.0311604 | Time: 1147.12 ms [2022-04-01 17:43:34 main:574] : INFO : Epoch 1916 | loss: 0.0311126 | val_loss: 0.0311529 | Time: 1440.4 ms [2022-04-01 17:43:35 main:574] : INFO : Epoch 1917 | loss: 0.0311115 | val_loss: 0.0311602 | Time: 1074.81 ms [2022-04-01 17:43:36 main:574] : INFO : Epoch 1918 | loss: 0.0311226 | val_loss: 0.0311679 | Time: 1096.89 ms [2022-04-01 17:43:37 main:574] : INFO : Epoch 1919 | loss: 0.0311264 | val_loss: 0.031173 | Time: 1088.88 ms [2022-04-01 17:43:38 main:574] : INFO : Epoch 1920 | loss: 0.0311208 | val_loss: 0.0311669 | Time: 1136.74 ms [2022-04-01 17:43:39 main:574] : INFO : Epoch 1921 | loss: 0.0311145 | val_loss: 0.0311682 | Time: 1082.17 ms [2022-04-01 17:43:41 main:574] : INFO : Epoch 1922 | loss: 0.0311137 | val_loss: 0.0311628 | Time: 1165.25 ms [2022-04-01 17:43:42 main:574] : INFO : Epoch 1923 | loss: 0.0311135 | val_loss: 0.0311704 | Time: 1475.44 ms [2022-04-01 17:43:44 main:574] : INFO : Epoch 1924 | loss: 0.0311144 | val_loss: 0.0311632 | Time: 2027.25 ms [2022-04-01 17:43:46 main:574] : INFO : Epoch 1925 | loss: 0.0311135 | val_loss: 0.0311695 | Time: 1550.38 ms [2022-04-01 17:43:47 main:574] : INFO : Epoch 1926 | loss: 0.0311145 | val_loss: 0.0311618 | Time: 1179.48 ms [2022-04-01 17:43:48 main:574] : INFO : Epoch 1927 | loss: 0.0311127 | val_loss: 0.0311674 | Time: 1149.33 ms [2022-04-01 17:43:49 main:574] : INFO : Epoch 1928 | loss: 0.0311115 | val_loss: 0.0311678 | Time: 1206.06 ms [2022-04-01 17:43:51 main:574] : INFO : Epoch 1929 | loss: 0.0311118 | val_loss: 0.0311657 | Time: 1356.28 ms [2022-04-01 17:43:52 main:574] : INFO : Epoch 1930 | loss: 0.0311129 | val_loss: 0.0311694 | Time: 1199.88 ms [2022-04-01 17:43:53 main:574] : INFO : Epoch 1931 | loss: 0.0311131 | val_loss: 0.0311662 | Time: 1123.43 ms [2022-04-01 17:43:55 main:574] : INFO : Epoch 1932 | loss: 0.031109 | val_loss: 0.0311684 | Time: 1760.78 ms [2022-04-01 17:43:56 main:574] : INFO : Epoch 1933 | loss: 0.0311084 | val_loss: 0.0311728 | Time: 1235.4 ms [2022-04-01 17:43:58 main:574] : INFO : Epoch 1934 | loss: 0.0311081 | val_loss: 0.0311734 | Time: 1945.6 ms [2022-04-01 17:43:59 main:574] : INFO : Epoch 1935 | loss: 0.0311116 | val_loss: 0.0311642 | Time: 1206.8 ms [2022-04-01 17:44:00 main:574] : INFO : Epoch 1936 | loss: 0.0311092 | val_loss: 0.0311733 | Time: 1339.47 ms [2022-04-01 17:44:02 main:574] : INFO : Epoch 1937 | loss: 0.0311074 | val_loss: 0.0311673 | Time: 1115.8 ms [2022-04-01 17:44:03 main:574] : INFO : Epoch 1938 | loss: 0.0311074 | val_loss: 0.0311758 | Time: 1150.09 ms [2022-04-01 17:44:04 main:574] : INFO : Epoch 1939 | loss: 0.0311059 | val_loss: 0.0311697 | Time: 1078.05 ms [2022-04-01 17:44:05 main:574] : INFO : Epoch 1940 | loss: 0.0311068 | val_loss: 0.0311775 | Time: 1132.8 ms [2022-04-01 17:44:06 main:574] : INFO : Epoch 1941 | loss: 0.031108 | val_loss: 0.0311752 | Time: 1110.81 ms [2022-04-01 17:44:07 main:574] : INFO : Epoch 1942 | loss: 0.0311126 | val_loss: 0.0311694 | Time: 1057.27 ms [2022-04-01 17:44:08 main:574] : INFO : Epoch 1943 | loss: 0.0311135 | val_loss: 0.0311657 | Time: 1175.85 ms [2022-04-01 17:44:09 main:574] : INFO : Epoch 1944 | loss: 0.0311112 | val_loss: 0.0311654 | Time: 1072.36 ms [2022-04-01 17:44:10 main:574] : INFO : Epoch 1945 | loss: 0.031109 | val_loss: 0.0311609 | Time: 1044.75 ms [2022-04-01 17:44:12 main:574] : INFO : Epoch 1946 | loss: 0.0311091 | val_loss: 0.0311709 | Time: 1183.66 ms [2022-04-01 17:44:13 main:574] : INFO : Epoch 1947 | loss: 0.0311093 | val_loss: 0.0311665 | Time: 1154.91 ms [2022-04-01 17:44:14 main:574] : INFO : Epoch 1948 | loss: 0.0311096 | val_loss: 0.0311727 | Time: 1212.59 ms [2022-04-01 17:44:15 main:574] : INFO : Epoch 1949 | loss: 0.0311136 | val_loss: 0.0311609 | Time: 1366.59 ms [2022-04-01 17:44:17 main:574] : INFO : Epoch 1950 | loss: 0.0311135 | val_loss: 0.0311615 | Time: 1151.97 ms [2022-04-01 17:44:18 main:574] : INFO : Epoch 1951 | loss: 0.0311179 | val_loss: 0.0311615 | Time: 1101.86 ms [2022-04-01 17:44:19 main:574] : INFO : Epoch 1952 | loss: 0.0311145 | val_loss: 0.0311624 | Time: 1077.71 ms [2022-04-01 17:44:20 main:574] : INFO : Epoch 1953 | loss: 0.0311155 | val_loss: 0.0311697 | Time: 1185.92 ms [2022-04-01 17:44:21 main:574] : INFO : Epoch 1954 | loss: 0.0311144 | val_loss: 0.03116 | Time: 1269.09 ms [2022-04-01 17:44:22 main:574] : INFO : Epoch 1955 | loss: 0.0311094 | val_loss: 0.0311623 | Time: 1171.53 ms [2022-04-01 17:44:24 main:574] : INFO : Epoch 1956 | loss: 0.0311064 | val_loss: 0.0311662 | Time: 1154.23 ms [2022-04-01 17:44:25 main:574] : INFO : Epoch 1957 | loss: 0.0311061 | val_loss: 0.0311628 | Time: 1557.31 ms [2022-04-01 17:44:26 main:574] : INFO : Epoch 1958 | loss: 0.0311088 | val_loss: 0.0311635 | Time: 1214.7 ms [2022-04-01 17:44:28 main:574] : INFO : Epoch 1959 | loss: 0.031107 | val_loss: 0.0311669 | Time: 1266.97 ms [2022-04-01 17:44:29 main:574] : INFO : Epoch 1960 | loss: 0.0311073 | val_loss: 0.0311653 | Time: 1396.41 ms [2022-04-01 17:44:30 main:574] : INFO : Epoch 1961 | loss: 0.0311095 | val_loss: 0.0311675 | Time: 1173.21 ms [2022-04-01 17:44:31 main:574] : INFO : Epoch 1962 | loss: 0.0311074 | val_loss: 0.0311658 | Time: 1205.62 ms [2022-04-01 17:44:32 main:574] : INFO : Epoch 1963 | loss: 0.0311071 | val_loss: 0.031167 | Time: 1088.33 ms [2022-04-01 17:44:34 main:574] : INFO : Epoch 1964 | loss: 0.0311075 | val_loss: 0.0311744 | Time: 1093.41 ms [2022-04-01 17:44:35 main:574] : INFO : Epoch 1965 | loss: 0.0311071 | val_loss: 0.0311693 | Time: 1687.96 ms [2022-04-01 17:44:36 main:574] : INFO : Epoch 1966 | loss: 0.0311065 | val_loss: 0.0311687 | Time: 1069.88 ms [2022-04-01 17:44:37 main:574] : INFO : Epoch 1967 | loss: 0.0311086 | val_loss: 0.0311727 | Time: 1104.3 ms [2022-04-01 17:44:38 main:574] : INFO : Epoch 1968 | loss: 0.0311065 | val_loss: 0.0311681 | Time: 1073.25 ms [2022-04-01 17:44:40 main:574] : INFO : Epoch 1969 | loss: 0.0311075 | val_loss: 0.0311705 | Time: 1126.2 ms [2022-04-01 17:44:41 main:574] : INFO : Epoch 1970 | loss: 0.0311074 | val_loss: 0.0311718 | Time: 1288.48 ms [2022-04-01 17:44:42 main:574] : INFO : Epoch 1971 | loss: 0.0311074 | val_loss: 0.0311688 | Time: 1131.91 ms [2022-04-01 17:44:43 main:574] : INFO : Epoch 1972 | loss: 0.0311045 | val_loss: 0.031166 | Time: 1283.26 ms [2022-04-01 17:44:45 main:574] : INFO : Epoch 1973 | loss: 0.0311035 | val_loss: 0.0311725 | Time: 1575.23 ms [2022-04-01 17:44:46 main:574] : INFO : Epoch 1974 | loss: 0.0311059 | val_loss: 0.0311652 | Time: 1360.78 ms [2022-04-01 17:44:48 main:574] : INFO : Epoch 1975 | loss: 0.03111 | val_loss: 0.0311737 | Time: 1602.7 ms [2022-04-01 17:44:50 main:574] : INFO : Epoch 1976 | loss: 0.0311096 | val_loss: 0.0311706 | Time: 1744.8 ms [2022-04-01 17:44:51 main:574] : INFO : Epoch 1977 | loss: 0.0311112 | val_loss: 0.0311735 | Time: 1335.8 ms [2022-04-01 17:44:53 main:574] : INFO : Epoch 1978 | loss: 0.0311149 | val_loss: 0.0311774 | Time: 2260.17 ms [2022-04-01 17:44:55 main:574] : INFO : Epoch 1979 | loss: 0.0311114 | val_loss: 0.031173 | Time: 1682.18 ms [2022-04-01 17:44:56 main:574] : INFO : Epoch 1980 | loss: 0.0311095 | val_loss: 0.0311689 | Time: 1351.3 ms [2022-04-01 17:44:58 main:574] : INFO : Epoch 1981 | loss: 0.0311079 | val_loss: 0.0311587 | Time: 1325.44 ms [2022-04-01 17:44:59 main:574] : INFO : Epoch 1982 | loss: 0.0311113 | val_loss: 0.0311692 | Time: 1754.58 ms [2022-04-01 17:45:01 main:574] : INFO : Epoch 1983 | loss: 0.0311107 | val_loss: 0.0311691 | Time: 1218.03 ms [2022-04-01 17:45:02 main:574] : INFO : Epoch 1984 | loss: 0.03111 | val_loss: 0.0311672 | Time: 1079.65 ms [2022-04-01 17:45:03 main:574] : INFO : Epoch 1985 | loss: 0.0311073 | val_loss: 0.0311611 | Time: 1151.01 ms [2022-04-01 17:45:04 main:574] : INFO : Epoch 1986 | loss: 0.031107 | val_loss: 0.0311791 | Time: 1092.77 ms [2022-04-01 17:45:05 main:574] : INFO : Epoch 1987 | loss: 0.0311087 | val_loss: 0.0311655 | Time: 1127.57 ms [2022-04-01 17:45:06 main:574] : INFO : Epoch 1988 | loss: 0.0311078 | val_loss: 0.0311619 | Time: 1075.09 ms [2022-04-01 17:45:07 main:574] : INFO : Epoch 1989 | loss: 0.0311119 | val_loss: 0.0311651 | Time: 1099.74 ms [2022-04-01 17:45:08 main:574] : INFO : Epoch 1990 | loss: 0.0311119 | val_loss: 0.0311636 | Time: 1128.02 ms [2022-04-01 17:45:10 main:574] : INFO : Epoch 1991 | loss: 0.0311109 | val_loss: 0.0311678 | Time: 1264.02 ms [2022-04-01 17:45:11 main:574] : INFO : Epoch 1992 | loss: 0.0311101 | val_loss: 0.031168 | Time: 1115.48 ms [2022-04-01 17:45:12 main:574] : INFO : Epoch 1993 | loss: 0.0311118 | val_loss: 0.0311645 | Time: 1365.92 ms [2022-04-01 17:45:13 main:574] : INFO : Epoch 1994 | loss: 0.0311171 | val_loss: 0.0311677 | Time: 1084.33 ms [2022-04-01 17:45:14 main:574] : INFO : Epoch 1995 | loss: 0.0311224 | val_loss: 0.0311639 | Time: 1089.47 ms [2022-04-01 17:45:15 main:574] : INFO : Epoch 1996 | loss: 0.031119 | val_loss: 0.0311608 | Time: 1071.71 ms [2022-04-01 17:45:16 main:574] : INFO : Epoch 1997 | loss: 0.0311113 | val_loss: 0.0311625 | Time: 1074.17 ms [2022-04-01 17:45:18 main:574] : INFO : Epoch 1998 | loss: 0.0311097 | val_loss: 0.0311647 | Time: 1126.77 ms [2022-04-01 17:45:19 main:574] : INFO : Epoch 1999 | loss: 0.0311176 | val_loss: 0.0311623 | Time: 1201.49 ms [2022-04-01 17:45:20 main:574] : INFO : Epoch 2000 | loss: 0.0311175 | val_loss: 0.0311618 | Time: 1120.01 ms [2022-04-01 17:45:21 main:574] : INFO : Epoch 2001 | loss: 0.0311196 | val_loss: 0.0311543 | Time: 1118.4 ms [2022-04-01 17:45:22 main:574] : INFO : Epoch 2002 | loss: 0.0311151 | val_loss: 0.0311555 | Time: 1263.07 ms [2022-04-01 17:45:24 main:574] : INFO : Epoch 2003 | loss: 0.031114 | val_loss: 0.0311534 | Time: 1292.4 ms [2022-04-01 17:45:25 main:574] : INFO : Epoch 2004 | loss: 0.0311116 | val_loss: 0.0311617 | Time: 1120.99 ms [2022-04-01 17:45:26 main:574] : INFO : Epoch 2005 | loss: 0.0311135 | val_loss: 0.0311566 | Time: 1181.38 ms [2022-04-01 17:45:27 main:574] : INFO : Epoch 2006 | loss: 0.0311131 | val_loss: 0.0311627 | Time: 1204.88 ms [2022-04-01 17:45:28 main:574] : INFO : Epoch 2007 | loss: 0.0311139 | val_loss: 0.0311642 | Time: 1270.82 ms [2022-04-01 17:45:30 main:574] : INFO : Epoch 2008 | loss: 0.03111 | val_loss: 0.0311557 | Time: 1387.16 ms [2022-04-01 17:45:31 main:574] : INFO : Epoch 2009 | loss: 0.0311102 | val_loss: 0.0311568 | Time: 1166.76 ms [2022-04-01 17:45:32 main:574] : INFO : Epoch 2010 | loss: 0.0311112 | val_loss: 0.0311578 | Time: 1163.78 ms [2022-04-01 17:45:33 main:574] : INFO : Epoch 2011 | loss: 0.0311067 | val_loss: 0.0311581 | Time: 1161.23 ms [2022-04-01 17:45:35 main:574] : INFO : Epoch 2012 | loss: 0.0311075 | val_loss: 0.0311584 | Time: 1546.18 ms [2022-04-01 17:45:37 main:574] : INFO : Epoch 2013 | loss: 0.0311066 | val_loss: 0.0311724 | Time: 1818.86 ms [2022-04-01 17:45:38 main:574] : INFO : Epoch 2014 | loss: 0.0311079 | val_loss: 0.0311652 | Time: 1144.19 ms [2022-04-01 17:45:39 main:574] : INFO : Epoch 2015 | loss: 0.0311186 | val_loss: 0.0311586 | Time: 1588.02 ms [2022-04-01 17:45:41 main:574] : INFO : Epoch 2016 | loss: 0.0311289 | val_loss: 0.0311535 | Time: 1795.02 ms [2022-04-01 17:45:43 main:574] : INFO : Epoch 2017 | loss: 0.0311257 | val_loss: 0.0311557 | Time: 1388.58 ms [2022-04-01 17:45:44 main:574] : INFO : Epoch 2018 | loss: 0.0311236 | val_loss: 0.0311565 | Time: 1083.42 ms [2022-04-01 17:45:45 main:574] : INFO : Epoch 2019 | loss: 0.031122 | val_loss: 0.0311593 | Time: 1106.48 ms [2022-04-01 17:45:46 main:574] : INFO : Epoch 2020 | loss: 0.0311196 | val_loss: 0.0311582 | Time: 1306.23 ms [2022-04-01 17:45:48 main:574] : INFO : Epoch 2021 | loss: 0.0311162 | val_loss: 0.0311598 | Time: 1511.56 ms [2022-04-01 17:45:49 main:574] : INFO : Epoch 2022 | loss: 0.0311145 | val_loss: 0.0311579 | Time: 1348.42 ms [2022-04-01 17:45:50 main:574] : INFO : Epoch 2023 | loss: 0.0311143 | val_loss: 0.0311594 | Time: 1280.44 ms [2022-04-01 17:45:52 main:574] : INFO : Epoch 2024 | loss: 0.0311148 | val_loss: 0.0311572 | Time: 1769.57 ms [2022-04-01 17:45:53 main:574] : INFO : Epoch 2025 | loss: 0.0311138 | val_loss: 0.0311659 | Time: 1469.17 ms [2022-04-01 17:45:55 main:574] : INFO : Epoch 2026 | loss: 0.0311156 | val_loss: 0.0311621 | Time: 1207 ms [2022-04-01 17:45:56 main:574] : INFO : Epoch 2027 | loss: 0.0311186 | val_loss: 0.0311654 | Time: 1336.6 ms [2022-04-01 17:45:57 main:574] : INFO : Epoch 2028 | loss: 0.0311151 | val_loss: 0.0311641 | Time: 1470.71 ms [2022-04-01 17:45:59 main:574] : INFO : Epoch 2029 | loss: 0.0311203 | val_loss: 0.0311642 | Time: 1331.23 ms [2022-04-01 17:46:00 main:574] : INFO : Epoch 2030 | loss: 0.0311209 | val_loss: 0.0311685 | Time: 1412.09 ms [2022-04-01 17:46:01 main:574] : INFO : Epoch 2031 | loss: 0.03112 | val_loss: 0.0311587 | Time: 1187.2 ms [2022-04-01 17:46:03 main:574] : INFO : Epoch 2032 | loss: 0.0311166 | val_loss: 0.0311598 | Time: 1200.81 ms [2022-04-01 17:46:04 main:574] : INFO : Epoch 2033 | loss: 0.0311164 | val_loss: 0.0311559 | Time: 1266.17 ms [2022-04-01 17:46:05 main:574] : INFO : Epoch 2034 | loss: 0.0311163 | val_loss: 0.0311608 | Time: 1199.76 ms [2022-04-01 17:46:06 main:574] : INFO : Epoch 2035 | loss: 0.0311152 | val_loss: 0.0311614 | Time: 1087.99 ms [2022-04-01 17:46:07 main:574] : INFO : Epoch 2036 | loss: 0.0311127 | val_loss: 0.0311617 | Time: 1169.72 ms [2022-04-01 17:46:08 main:574] : INFO : Epoch 2037 | loss: 0.031114 | val_loss: 0.0311596 | Time: 1112.1 ms [2022-04-01 17:46:10 main:574] : INFO : Epoch 2038 | loss: 0.0311107 | val_loss: 0.0311612 | Time: 1136.34 ms [2022-04-01 17:46:11 main:574] : INFO : Epoch 2039 | loss: 0.0311095 | val_loss: 0.0311573 | Time: 1552.67 ms [2022-04-01 17:46:12 main:574] : INFO : Epoch 2040 | loss: 0.0311076 | val_loss: 0.0311619 | Time: 1202.39 ms [2022-04-01 17:46:14 main:574] : INFO : Epoch 2041 | loss: 0.0311079 | val_loss: 0.0311648 | Time: 1252.84 ms [2022-04-01 17:46:15 main:574] : INFO : Epoch 2042 | loss: 0.0311099 | val_loss: 0.031162 | Time: 1389.38 ms [2022-04-01 17:46:16 main:574] : INFO : Epoch 2043 | loss: 0.0311087 | val_loss: 0.0311647 | Time: 1193.45 ms [2022-04-01 17:46:17 main:574] : INFO : Epoch 2044 | loss: 0.0311082 | val_loss: 0.0311618 | Time: 1089.5 ms [2022-04-01 17:46:18 main:574] : INFO : Epoch 2045 | loss: 0.031108 | val_loss: 0.0311606 | Time: 1080.44 ms [2022-04-01 17:46:20 main:574] : INFO : Epoch 2046 | loss: 0.0311076 | val_loss: 0.0311619 | Time: 1087.55 ms [2022-04-01 17:46:21 main:574] : INFO : Epoch 2047 | loss: 0.031108 | val_loss: 0.031162 | Time: 1482.67 ms [2022-04-01 17:46:22 main:574] : INFO : Epoch 2048 | loss: 0.0311103 | val_loss: 0.0311606 | Time: 1420.44 ms [2022-04-01 17:46:22 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311606 [2022-04-01 17:46:22 main:603] : INFO : Saving end state to config to file [2022-04-01 17:46:22 main:608] : INFO : Success, exiting.. 17:46:22 (1192): 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)