Task 14260474
| Name | ParityModified-1647048021-22746-2-0_0 |
| Workunit | 11316919 |
| Created | 2 Apr 2022, 17:53:30 UTC |
| Sent | 8 Apr 2022, 18:39:41 UTC |
| Report deadline | 16 Apr 2022, 18:39:41 UTC |
| Received | 8 Apr 2022, 22:36:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 15008 |
| Run time | 37 min 32 sec |
| CPU time | 36 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,608.92 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0310847 | val_loss: 0.0312196 | Time: 1154.1 ms [2022-04-08 12:12:45 main:574] : INFO : Epoch 1543 | loss: 0.0310841 | val_loss: 0.0312064 | Time: 1100.52 ms [2022-04-08 12:12:46 main:574] : INFO : Epoch 1544 | loss: 0.0310818 | val_loss: 0.0312151 | Time: 1120.38 ms [2022-04-08 12:12:48 main:574] : INFO : Epoch 1545 | loss: 0.0310838 | val_loss: 0.0311927 | Time: 1111.31 ms [2022-04-08 12:12:49 main:574] : INFO : Epoch 1546 | loss: 0.031079 | val_loss: 0.0311961 | Time: 1093.66 ms [2022-04-08 12:12:50 main:574] : INFO : Epoch 1547 | loss: 0.0310801 | val_loss: 0.031225 | Time: 1094.5 ms [2022-04-08 12:12:51 main:574] : INFO : Epoch 1548 | loss: 0.0310851 | val_loss: 0.0311945 | Time: 1071.11 ms [2022-04-08 12:12:52 main:574] : INFO : Epoch 1549 | loss: 0.0310877 | val_loss: 0.0312136 | Time: 1092.6 ms [2022-04-08 12:12:53 main:574] : INFO : Epoch 1550 | loss: 0.0310907 | val_loss: 0.0311991 | Time: 1064.96 ms [2022-04-08 12:12:54 main:574] : INFO : Epoch 1551 | loss: 0.0310835 | val_loss: 0.031214 | Time: 1118.25 ms [2022-04-08 12:12:55 main:574] : INFO : Epoch 1552 | loss: 0.031082 | val_loss: 0.0312237 | Time: 1058.22 ms [2022-04-08 12:12:56 main:574] : INFO : Epoch 1553 | loss: 0.0310864 | val_loss: 0.0311983 | Time: 1111.41 ms [2022-04-08 12:12:57 main:574] : INFO : Epoch 1554 | loss: 0.0310814 | val_loss: 0.0312016 | Time: 1069.85 ms [2022-04-08 12:12:59 main:574] : INFO : Epoch 1555 | loss: 0.031081 | val_loss: 0.0312095 | Time: 1108.24 ms [2022-04-08 12:13:00 main:574] : INFO : Epoch 1556 | loss: 0.0310814 | val_loss: 0.0311996 | Time: 1084.42 ms [2022-04-08 12:13:01 main:574] : INFO : Epoch 1557 | loss: 0.0310749 | val_loss: 0.0312094 | Time: 1096.82 ms [2022-04-08 12:13:02 main:574] : INFO : Epoch 1558 | loss: 0.0310741 | val_loss: 0.0312133 | Time: 1088.74 ms [2022-04-08 12:13:03 main:574] : INFO : Epoch 1559 | loss: 0.0310708 | val_loss: 0.0312153 | Time: 1069.1 ms [2022-04-08 12:13:04 main:574] : INFO : Epoch 1560 | loss: 0.0310712 | val_loss: 0.0312035 | Time: 1103.94 ms [2022-04-08 12:13:05 main:574] : INFO : Epoch 1561 | loss: 0.0310704 | val_loss: 0.0312183 | Time: 1070.62 ms [2022-04-08 12:13:06 main:574] : INFO : Epoch 1562 | loss: 0.0310739 | val_loss: 0.0312208 | Time: 1102.24 ms [2022-04-08 12:13:07 main:574] : INFO : Epoch 1563 | loss: 0.031073 | val_loss: 0.0312152 | Time: 1063.34 ms [2022-04-08 12:13:08 main:574] : INFO : Epoch 1564 | loss: 0.0310774 | val_loss: 0.0312001 | Time: 1111.1 ms [2022-04-08 12:13:09 main:574] : INFO : Epoch 1565 | loss: 0.0310775 | val_loss: 0.0312233 | Time: 1059.6 ms [2022-04-08 12:13:11 main:574] : INFO : Epoch 1566 | loss: 0.0310784 | val_loss: 0.031203 | Time: 1111.89 ms [2022-04-08 12:13:12 main:574] : INFO : Epoch 1567 | loss: 0.0310897 | val_loss: 0.0312167 | Time: 1065.06 ms [2022-04-08 12:13:13 main:574] : INFO : Epoch 1568 | loss: 0.0311359 | val_loss: 0.0312715 | Time: 1095.05 ms [2022-04-08 12:13:14 main:574] : INFO : Epoch 1569 | loss: 0.0321187 | val_loss: 0.033299 | Time: 1079.29 ms [2022-04-08 12:13:15 main:574] : INFO : Epoch 1570 | loss: 0.0320909 | val_loss: 0.0312843 | Time: 1100.9 ms [2022-04-08 12:13:16 main:574] : INFO : Epoch 1571 | loss: 0.0313376 | val_loss: 0.0312892 | Time: 1101.05 ms [2022-04-08 12:13:17 main:574] : INFO : Epoch 1572 | loss: 0.0312624 | val_loss: 0.0312501 | Time: 1074.05 ms [2022-04-08 12:13:18 main:574] : INFO : Epoch 1573 | loss: 0.0312481 | val_loss: 0.0312435 | Time: 1092.45 ms [2022-04-08 12:13:19 main:574] : INFO : Epoch 1574 | loss: 0.0312406 | val_loss: 0.0312334 | Time: 1066.47 ms [2022-04-08 12:13:20 main:574] : INFO : Epoch 1575 | loss: 0.0312224 | val_loss: 0.031207 | Time: 1111.69 ms [2022-04-08 12:13:21 main:574] : INFO : Epoch 1576 | loss: 0.0311881 | val_loss: 0.0311779 | Time: 1066.39 ms [2022-04-08 12:13:23 main:574] : INFO : Epoch 1577 | loss: 0.0311631 | val_loss: 0.0311677 | Time: 1121.93 ms [2022-04-08 12:13:24 main:574] : INFO : Epoch 1578 | loss: 0.0311511 | val_loss: 0.0311695 | Time: 1068.29 ms [2022-04-08 12:13:25 main:574] : INFO : Epoch 1579 | loss: 0.0311445 | val_loss: 0.0311724 | Time: 1099.47 ms [2022-04-08 12:13:26 main:574] : INFO : Epoch 1580 | loss: 0.0311414 | val_loss: 0.031184 | Time: 1076.88 ms [2022-04-08 12:13:27 main:574] : INFO : Epoch 1581 | loss: 0.0311363 | val_loss: 0.0311721 | Time: 1112.05 ms [2022-04-08 12:13:28 main:574] : INFO : Epoch 1582 | loss: 0.0311272 | val_loss: 0.0311751 | Time: 1078.36 ms [2022-04-08 12:13:29 main:574] : INFO : Epoch 1583 | loss: 0.0311231 | val_loss: 0.0311759 | Time: 1076.58 ms [2022-04-08 12:13:30 main:574] : INFO : Epoch 1584 | loss: 0.0311162 | val_loss: 0.0311782 | Time: 1098.27 ms [2022-04-08 12:13:31 main:574] : INFO : Epoch 1585 | loss: 0.0311079 | val_loss: 0.0311835 | Time: 1074.32 ms [2022-04-08 12:13:32 main:574] : INFO : Epoch 1586 | loss: 0.0311041 | val_loss: 0.0311912 | Time: 1104.46 ms [2022-04-08 12:13:33 main:574] : INFO : Epoch 1587 | loss: 0.0310998 | val_loss: 0.0311913 | Time: 1061.22 ms [2022-04-08 12:13:35 main:574] : INFO : Epoch 1588 | loss: 0.0310966 | val_loss: 0.0312086 | Time: 1110.17 ms [2022-04-08 12:13:36 main:574] : INFO : Epoch 1589 | loss: 0.0310936 | val_loss: 0.0311991 | Time: 1064.66 ms [2022-04-08 12:13:37 main:574] : INFO : Epoch 1590 | loss: 0.0310891 | val_loss: 0.0312173 | Time: 1133.26 ms [2022-04-08 12:13:38 main:574] : INFO : Epoch 1591 | loss: 0.0310884 | val_loss: 0.0311972 | Time: 1070.66 ms [2022-04-08 12:13:39 main:574] : INFO : Epoch 1592 | loss: 0.0310852 | val_loss: 0.0312196 | Time: 1086.55 ms [2022-04-08 12:13:40 main:574] : INFO : Epoch 1593 | loss: 0.0310813 | val_loss: 0.0312167 | Time: 1080.25 ms [2022-04-08 12:13:41 main:574] : INFO : Epoch 1594 | loss: 0.0310881 | val_loss: 0.0312203 | Time: 1087.59 ms [2022-04-08 12:13:42 main:574] : INFO : Epoch 1595 | loss: 0.0310912 | val_loss: 0.0312156 | Time: 1100.13 ms [2022-04-08 12:13:43 main:574] : INFO : Epoch 1596 | loss: 0.0310864 | val_loss: 0.0312143 | Time: 1079.36 ms [2022-04-08 12:13:44 main:574] : INFO : Epoch 1597 | loss: 0.0310819 | val_loss: 0.031207 | Time: 1097.26 ms [2022-04-08 12:13:46 main:574] : INFO : Epoch 1598 | loss: 0.0310848 | val_loss: 0.0312158 | Time: 1066.41 ms [2022-04-08 12:13:47 main:574] : INFO : Epoch 1599 | loss: 0.0310861 | val_loss: 0.0311956 | Time: 1111.49 ms [2022-04-08 12:13:48 main:574] : INFO : Epoch 1600 | loss: 0.0310861 | val_loss: 0.0312129 | Time: 1057.52 ms [2022-04-08 12:13:49 main:574] : INFO : Epoch 1601 | loss: 0.0310853 | val_loss: 0.0312152 | Time: 1104.7 ms [2022-04-08 12:13:50 main:574] : INFO : Epoch 1602 | loss: 0.031089 | val_loss: 0.0312003 | Time: 1068.5 ms [2022-04-08 12:13:51 main:574] : INFO : Epoch 1603 | loss: 0.0310818 | val_loss: 0.0312087 | Time: 1094.77 ms [2022-04-08 12:13:52 main:574] : INFO : Epoch 1604 | loss: 0.0310775 | val_loss: 0.0312133 | Time: 1081.4 ms [2022-04-08 12:13:53 main:574] : INFO : Epoch 1605 | loss: 0.031073 | val_loss: 0.0312098 | Time: 1095.79 ms [2022-04-08 12:13:54 main:574] : INFO : Epoch 1606 | loss: 0.0310742 | val_loss: 0.0312206 | Time: 1078.32 ms [2022-04-08 12:13:55 main:574] : INFO : Epoch 1607 | loss: 0.0310739 | val_loss: 0.0312146 | Time: 1069.43 ms [2022-04-08 12:13:56 main:574] : INFO : Epoch 1608 | loss: 0.0310726 | val_loss: 0.0312199 | Time: 1097.47 ms [2022-04-08 12:13:58 main:574] : INFO : Epoch 1609 | loss: 0.0310726 | val_loss: 0.031225 | Time: 1068.58 ms [2022-04-08 12:13:59 main:574] : INFO : Epoch 1610 | loss: 0.0310721 | val_loss: 0.0312029 | Time: 1096.42 ms [2022-04-08 12:14:00 main:574] : INFO : Epoch 1611 | loss: 0.0310765 | val_loss: 0.031237 | Time: 1064.02 ms [2022-04-08 12:14:01 main:574] : INFO : Epoch 1612 | loss: 0.0310756 | val_loss: 0.0311887 | Time: 1110.45 ms [2022-04-08 12:14:02 main:574] : INFO : Epoch 1613 | loss: 0.0310751 | val_loss: 0.0312095 | Time: 1061.23 ms [2022-04-08 12:14:03 main:574] : INFO : Epoch 1614 | loss: 0.031071 | val_loss: 0.0312244 | Time: 1097.15 ms [2022-04-08 12:14:04 main:574] : INFO : Epoch 1615 | loss: 0.0310701 | val_loss: 0.0312084 | Time: 1063.16 ms [2022-04-08 12:14:05 main:574] : INFO : Epoch 1616 | loss: 0.0310683 | val_loss: 0.0312307 | Time: 1103.63 ms [2022-04-08 12:14:06 main:574] : INFO : Epoch 1617 | loss: 0.0310682 | val_loss: 0.0312062 | Time: 1082.3 ms [2022-04-08 12:14:07 main:574] : INFO : Epoch 1618 | loss: 0.0310709 | val_loss: 0.0312309 | Time: 1093.74 ms [2022-04-08 12:14:08 main:574] : INFO : Epoch 1619 | loss: 0.0310697 | val_loss: 0.0312162 | Time: 1090.96 ms [2022-04-08 12:14:10 main:574] : INFO : Epoch 1620 | loss: 0.0310669 | val_loss: 0.0312053 | Time: 1067.89 ms [2022-04-08 12:14:11 main:574] : INFO : Epoch 1621 | loss: 0.0310685 | val_loss: 0.0312277 | Time: 1100.08 ms [2022-04-08 12:14:12 main:574] : INFO : Epoch 1622 | loss: 0.0310719 | val_loss: 0.0312079 | Time: 1069.15 ms [2022-04-08 12:14:13 main:574] : INFO : Epoch 1623 | loss: 0.0310711 | val_loss: 0.0311972 | Time: 1114.77 ms [2022-04-08 12:14:14 main:574] : INFO : Epoch 1624 | loss: 0.0310766 | val_loss: 0.0312071 | Time: 1047.45 ms [2022-04-08 12:14:15 main:574] : INFO : Epoch 1625 | loss: 0.0310759 | val_loss: 0.0312147 | Time: 1122.05 ms [2022-04-08 12:14:16 main:574] : INFO : Epoch 1626 | loss: 0.0310686 | val_loss: 0.0312022 | Time: 1072.1 ms [2022-04-08 12:14:17 main:574] : INFO : Epoch 1627 | loss: 0.0310686 | val_loss: 0.0312154 | Time: 1104.06 ms [2022-04-08 12:14:18 main:574] : INFO : Epoch 1628 | loss: 0.0310783 | val_loss: 0.0312236 | Time: 1118.95 ms [2022-04-08 12:14:19 main:574] : INFO : Epoch 1629 | loss: 0.0310705 | val_loss: 0.0312034 | Time: 1087.33 ms [2022-04-08 12:14:20 main:574] : INFO : Epoch 1630 | loss: 0.0310719 | val_loss: 0.031229 | Time: 1091.28 ms [2022-04-08 12:14:22 main:574] : INFO : Epoch 1631 | loss: 0.0310686 | val_loss: 0.0311961 | Time: 1079.79 ms [2022-04-08 12:14:23 main:574] : INFO : Epoch 1632 | loss: 0.0310713 | val_loss: 0.0312068 | Time: 1131.51 ms [2022-04-08 12:14:24 main:574] : INFO : Epoch 1633 | loss: 0.0310645 | val_loss: 0.031234 | Time: 1072.41 ms [2022-04-08 12:14:25 main:574] : INFO : Epoch 1634 | loss: 0.0310657 | val_loss: 0.0312006 | Time: 1107.74 ms [2022-04-08 12:14:26 main:574] : INFO : Epoch 1635 | loss: 0.0310641 | val_loss: 0.0312289 | Time: 1057.1 ms [2022-04-08 12:14:27 main:574] : INFO : Epoch 1636 | loss: 0.0310659 | val_loss: 0.0312149 | Time: 1111.03 ms [2022-04-08 12:14:28 main:574] : INFO : Epoch 1637 | loss: 0.0310696 | val_loss: 0.0312067 | Time: 1069.89 ms [2022-04-08 12:14:29 main:574] : INFO : Epoch 1638 | loss: 0.0310736 | val_loss: 0.0312123 | Time: 1114.82 ms [2022-04-08 12:14:30 main:574] : INFO : Epoch 1639 | loss: 0.0310718 | val_loss: 0.0312404 | Time: 1071.4 ms [2022-04-08 12:14:31 main:574] : INFO : Epoch 1640 | loss: 0.0310661 | val_loss: 0.031209 | Time: 1098.94 ms [2022-04-08 12:14:33 main:574] : INFO : Epoch 1641 | loss: 0.0310672 | val_loss: 0.031231 | Time: 1088.55 ms [2022-04-08 12:14:34 main:574] : INFO : Epoch 1642 | loss: 0.0310698 | val_loss: 0.0312234 | Time: 1099.56 ms [2022-04-08 12:14:35 main:574] : INFO : Epoch 1643 | loss: 0.0310683 | val_loss: 0.0312208 | Time: 1093.51 ms [2022-04-08 12:14:36 main:574] : INFO : Epoch 1644 | loss: 0.0310662 | val_loss: 0.0312326 | Time: 1105.61 ms [2022-04-08 12:14:37 main:574] : INFO : Epoch 1645 | loss: 0.0310751 | val_loss: 0.0312109 | Time: 1160.49 ms [2022-04-08 12:14:38 main:574] : INFO : Epoch 1646 | loss: 0.0310707 | val_loss: 0.0311897 | Time: 1090.37 ms [2022-04-08 12:14:39 main:574] : INFO : Epoch 1647 | loss: 0.0310767 | val_loss: 0.031235 | Time: 1132.29 ms [2022-04-08 12:14:40 main:574] : INFO : Epoch 1648 | loss: 0.0310817 | val_loss: 0.0312183 | Time: 1071.23 ms [2022-04-08 12:14:41 main:574] : INFO : Epoch 1649 | loss: 0.0310672 | val_loss: 0.0312131 | Time: 1094.45 ms [2022-04-08 12:14:43 main:574] : INFO : Epoch 1650 | loss: 0.0310649 | val_loss: 0.0312143 | Time: 1078.88 ms [2022-04-08 12:14:44 main:574] : INFO : Epoch 1651 | loss: 0.0310637 | val_loss: 0.0311918 | Time: 1082.23 ms [2022-04-08 12:14:45 main:574] : INFO : Epoch 1652 | loss: 0.0310638 | val_loss: 0.0312118 | Time: 1085.18 ms [2022-04-08 12:14:46 main:574] : INFO : Epoch 1653 | loss: 0.0310652 | val_loss: 0.0312063 | Time: 1099.21 ms [2022-04-08 12:14:47 main:574] : INFO : Epoch 1654 | loss: 0.0310609 | val_loss: 0.0312207 | Time: 1094.15 ms [2022-04-08 12:14:48 main:574] : INFO : Epoch 1655 | loss: 0.031058 | val_loss: 0.031219 | Time: 1076.81 ms [2022-04-08 12:14:49 main:574] : INFO : Epoch 1656 | loss: 0.0310595 | val_loss: 0.0312376 | Time: 1160.19 ms [2022-04-08 12:14:50 main:574] : INFO : Epoch 1657 | loss: 0.0310587 | val_loss: 0.0312063 | Time: 1062.31 ms [2022-04-08 12:14:51 main:574] : INFO : Epoch 1658 | loss: 0.0310906 | val_loss: 0.0311881 | Time: 1107.66 ms [2022-04-08 12:14:52 main:574] : INFO : Epoch 1659 | loss: 0.0310906 | val_loss: 0.0311995 | Time: 1065.73 ms [2022-04-08 12:14:54 main:574] : INFO : Epoch 1660 | loss: 0.0310792 | val_loss: 0.0312331 | Time: 1102.2 ms [2022-04-08 12:14:55 main:574] : INFO : Epoch 1661 | loss: 0.0310718 | val_loss: 0.031203 | Time: 1118.97 ms [2022-04-08 12:14:56 main:574] : INFO : Epoch 1662 | loss: 0.0310685 | val_loss: 0.0312196 | Time: 1116.17 ms [2022-04-08 12:14:57 main:574] : INFO : Epoch 1663 | loss: 0.0310649 | val_loss: 0.0312157 | Time: 1087.09 ms [2022-04-08 12:14:58 main:574] : INFO : Epoch 1664 | loss: 0.0310697 | val_loss: 0.0312084 | Time: 1076.01 ms [2022-04-08 12:14:59 main:574] : INFO : Epoch 1665 | loss: 0.0310643 | val_loss: 0.0312238 | Time: 1091.68 ms [2022-04-08 12:15:00 main:574] : INFO : Epoch 1666 | loss: 0.0310613 | val_loss: 0.0312492 | Time: 1072.89 ms [2022-04-08 12:15:01 main:574] : INFO : Epoch 1667 | loss: 0.0310577 | val_loss: 0.031224 | Time: 1104.45 ms [2022-04-08 12:15:02 main:574] : INFO : Epoch 1668 | loss: 0.0310578 | val_loss: 0.0312037 | Time: 1059.32 ms [2022-04-08 12:15:03 main:574] : INFO : Epoch 1669 | loss: 0.0310609 | val_loss: 0.0312433 | Time: 1104.28 ms [2022-04-08 12:15:04 main:574] : INFO : Epoch 1670 | loss: 0.0310642 | val_loss: 0.0311998 | Time: 1072.16 ms [2022-04-08 12:15:06 main:574] : INFO : Epoch 1671 | loss: 0.0310659 | val_loss: 0.0312198 | Time: 1098.24 ms [2022-04-08 12:15:07 main:574] : INFO : Epoch 1672 | loss: 0.0310881 | val_loss: 0.0312026 | Time: 1072.65 ms [2022-04-08 12:15:08 main:574] : INFO : Epoch 1673 | loss: 0.0310862 | val_loss: 0.0312051 | Time: 1088.67 ms [2022-04-08 12:15:09 main:574] : INFO : Epoch 1674 | loss: 0.0310713 | val_loss: 0.0312366 | Time: 1090.4 ms [2022-04-08 12:15:10 main:574] : INFO : Epoch 1675 | loss: 0.0310689 | val_loss: 0.0312034 | Time: 1073.37 ms [2022-04-08 12:15:11 main:574] : INFO : Epoch 1676 | loss: 0.031103 | val_loss: 0.0312088 | Time: 1095.74 ms [2022-04-08 12:15:12 main:574] : INFO : Epoch 1677 | loss: 0.0310974 | val_loss: 0.0312086 | Time: 1072.01 ms [2022-04-08 12:15:13 main:574] : INFO : Epoch 1678 | loss: 0.031081 | val_loss: 0.0311988 | Time: 1092.03 ms [2022-04-08 12:15:14 main:574] : INFO : Epoch 1679 | loss: 0.0310718 | val_loss: 0.0312095 | Time: 1094.32 ms [2022-04-08 12:15:15 main:574] : INFO : Epoch 1680 | loss: 0.0310645 | val_loss: 0.031248 | Time: 1116.19 ms [2022-04-08 12:15:16 main:574] : INFO : Epoch 1681 | loss: 0.0310788 | val_loss: 0.0312125 | Time: 1059.57 ms [2022-04-08 12:15:18 main:574] : INFO : Epoch 1682 | loss: 0.0310737 | val_loss: 0.0312185 | Time: 1114.49 ms [2022-04-08 12:15:19 main:574] : INFO : Epoch 1683 | loss: 0.0311278 | val_loss: 0.0311711 | Time: 1067.38 ms [2022-04-08 12:15:20 main:574] : INFO : Epoch 1684 | loss: 0.0311387 | val_loss: 0.0311704 | Time: 1096.37 ms [2022-04-08 12:15:21 main:574] : INFO : Epoch 1685 | loss: 0.0311292 | val_loss: 0.0311709 | Time: 1107.31 ms [2022-04-08 12:15:22 main:574] : INFO : Epoch 1686 | loss: 0.031121 | val_loss: 0.0311785 | Time: 1088.86 ms [2022-04-08 12:15:23 main:574] : INFO : Epoch 1687 | loss: 0.0311153 | val_loss: 0.0311846 | Time: 1097.21 ms [2022-04-08 12:15:24 main:574] : INFO : Epoch 1688 | loss: 0.0311095 | val_loss: 0.0311849 | Time: 1067.12 ms [2022-04-08 12:15:25 main:574] : INFO : Epoch 1689 | loss: 0.0311031 | val_loss: 0.0311871 | Time: 1105.52 ms [2022-04-08 12:15:26 main:574] : INFO : Epoch 1690 | loss: 0.0311 | val_loss: 0.0311868 | Time: 1067.49 ms [2022-04-08 12:15:27 main:574] : INFO : Epoch 1691 | loss: 0.0310967 | val_loss: 0.0311827 | Time: 1110.11 ms [2022-04-08 12:15:29 main:574] : INFO : Epoch 1692 | loss: 0.0310967 | val_loss: 0.0311843 | Time: 1061.39 ms [2022-04-08 12:15:30 main:574] : INFO : Epoch 1693 | loss: 0.0310918 | val_loss: 0.0312087 | Time: 1115.92 ms [2022-04-08 12:15:31 main:574] : INFO : Epoch 1694 | loss: 0.031086 | val_loss: 0.0312101 | Time: 1073.56 ms [2022-04-08 12:15:32 main:574] : INFO : Epoch 1695 | loss: 0.0310834 | val_loss: 0.0312164 | Time: 1100.53 ms [2022-04-08 12:15:33 main:574] : INFO : Epoch 1696 | loss: 0.03108 | val_loss: 0.0312113 | Time: 1077.92 ms [2022-04-08 12:15:34 main:574] : INFO : Epoch 1697 | loss: 0.0310791 | val_loss: 0.0312213 | Time: 1086.03 ms [2022-04-08 12:15:35 main:574] : INFO : Epoch 1698 | loss: 0.031076 | val_loss: 0.0312114 | Time: 1083.52 ms [2022-04-08 12:15:36 main:574] : INFO : Epoch 1699 | loss: 0.0310747 | val_loss: 0.0312087 | Time: 1126.19 ms [2022-04-08 12:15:37 main:574] : INFO : Epoch 1700 | loss: 0.0310812 | val_loss: 0.0312197 | Time: 1112.71 ms [2022-04-08 12:15:38 main:574] : INFO : Epoch 1701 | loss: 0.0310765 | val_loss: 0.0312188 | Time: 1063.32 ms [2022-04-08 12:15:40 main:574] : INFO : Epoch 1702 | loss: 0.0310725 | val_loss: 0.0312065 | Time: 1109.98 ms [2022-04-08 12:15:41 main:574] : INFO : Epoch 1703 | loss: 0.0310706 | val_loss: 0.0312237 | Time: 1071.18 ms [2022-04-08 12:15:42 main:574] : INFO : Epoch 1704 | loss: 0.0310705 | val_loss: 0.0312214 | Time: 1110.54 ms [2022-04-08 12:15:43 main:574] : INFO : Epoch 1705 | loss: 0.0310651 | val_loss: 0.0312322 | Time: 1063.47 ms [2022-04-08 12:15:44 main:574] : INFO : Epoch 1706 | loss: 0.0310657 | val_loss: 0.0312229 | Time: 1107.57 ms [2022-04-08 12:15:45 main:574] : INFO : Epoch 1707 | loss: 0.0310654 | val_loss: 0.0312231 | Time: 1071.6 ms [2022-04-08 12:15:46 main:574] : INFO : Epoch 1708 | loss: 0.0310644 | val_loss: 0.0312467 | Time: 1101.59 ms [2022-04-08 12:15:47 main:574] : INFO : Epoch 1709 | loss: 0.0310684 | val_loss: 0.0312225 | Time: 1079.5 ms [2022-04-08 12:15:48 main:574] : INFO : Epoch 1710 | loss: 0.0310642 | val_loss: 0.0312099 | Time: 1084.48 ms [2022-04-08 12:15:49 main:574] : INFO : Epoch 1711 | loss: 0.0310634 | val_loss: 0.0312484 | Time: 1075.01 ms [2022-04-08 12:15:50 main:574] : INFO : Epoch 1712 | loss: 0.0310687 | val_loss: 0.0312141 | Time: 1075.71 ms [2022-04-08 12:15:51 main:574] : INFO : Epoch 1713 | loss: 0.0310707 | val_loss: 0.0312171 | Time: 1104.29 ms [2022-04-08 12:15:53 main:574] : INFO : Epoch 1714 | loss: 0.0310653 | val_loss: 0.0312472 | Time: 1065.1 ms [2022-04-08 12:15:54 main:574] : INFO : Epoch 1715 | loss: 0.0310607 | val_loss: 0.0312216 | Time: 1126.69 ms [2022-04-08 12:15:55 main:574] : INFO : Epoch 1716 | loss: 0.0310599 | val_loss: 0.0312438 | Time: 1048.4 ms [2022-04-08 12:15:56 main:574] : INFO : Epoch 1717 | loss: 0.0310575 | val_loss: 0.0312413 | Time: 1123.65 ms [2022-04-08 12:15:57 main:574] : INFO : Epoch 1718 | loss: 0.0310573 | val_loss: 0.0312158 | Time: 1067.92 ms [2022-04-08 12:15:58 main:574] : INFO : Epoch 1719 | loss: 0.0310561 | val_loss: 0.0312313 | Time: 1108.03 ms [2022-04-08 12:15:59 main:574] : INFO : Epoch 1720 | loss: 0.0310539 | val_loss: 0.0312311 | Time: 1066.25 ms [2022-04-08 12:16:00 main:574] : INFO : Epoch 1721 | loss: 0.0310551 | val_loss: 0.0312508 | Time: 1093.9 ms [2022-04-08 12:16:01 main:574] : INFO : Epoch 1722 | loss: 0.0310576 | val_loss: 0.031224 | Time: 1083.29 ms [2022-04-08 12:16:02 main:574] : INFO : Epoch 1723 | loss: 0.0310532 | val_loss: 0.03124 | Time: 1090.1 ms [2022-04-08 12:16:04 main:574] : INFO : Epoch 1724 | loss: 0.0310585 | val_loss: 0.0312394 | Time: 1114 ms [2022-04-08 12:16:05 main:574] : INFO : Epoch 1725 | loss: 0.0310518 | val_loss: 0.0312288 | Time: 1089.19 ms [2022-04-08 12:16:06 main:574] : INFO : Epoch 1726 | loss: 0.0310571 | val_loss: 0.0312271 | Time: 1211.15 ms [2022-04-08 12:16:07 main:574] : INFO : Epoch 1727 | loss: 0.0310589 | val_loss: 0.0312362 | Time: 1102.39 ms [2022-04-08 12:16:08 main:574] : INFO : Epoch 1728 | loss: 0.0310544 | val_loss: 0.0312215 | Time: 1159.39 ms [2022-04-08 12:16:09 main:574] : INFO : Epoch 1729 | loss: 0.0310552 | val_loss: 0.0312363 | Time: 1111.62 ms [2022-04-08 12:16:10 main:574] : INFO : Epoch 1730 | loss: 0.0310497 | val_loss: 0.0312297 | Time: 1150.72 ms [2022-04-08 12:16:11 main:574] : INFO : Epoch 1731 | loss: 0.0310563 | val_loss: 0.0312288 | Time: 1118.37 ms [2022-04-08 12:16:13 main:574] : INFO : Epoch 1732 | loss: 0.0310546 | val_loss: 0.0312424 | Time: 1098.05 ms [2022-04-08 12:16:14 main:574] : INFO : Epoch 1733 | loss: 0.0310521 | val_loss: 0.0312188 | Time: 1115.01 ms [2022-04-08 12:16:15 main:574] : INFO : Epoch 1734 | loss: 0.0310566 | val_loss: 0.0312237 | Time: 1071.76 ms [2022-04-08 12:16:16 main:574] : INFO : Epoch 1735 | loss: 0.0310509 | val_loss: 0.0312168 | Time: 1109.69 ms [2022-04-08 12:16:17 main:574] : INFO : Epoch 1736 | loss: 0.0310579 | val_loss: 0.0312171 | Time: 1068.01 ms [2022-04-08 12:16:18 main:574] : INFO : Epoch 1737 | loss: 0.0310596 | val_loss: 0.0312411 | Time: 1100.7 ms [2022-04-08 12:16:19 main:574] : INFO : Epoch 1738 | loss: 0.0310593 | val_loss: 0.0312165 | Time: 1087.63 ms [2022-04-08 12:16:20 main:574] : INFO : Epoch 1739 | loss: 0.0310595 | val_loss: 0.0312126 | Time: 1096.63 ms [2022-04-08 12:16:21 main:574] : INFO : Epoch 1740 | loss: 0.0310646 | val_loss: 0.031243 | Time: 1074.53 ms [2022-04-08 12:16:22 main:574] : INFO : Epoch 1741 | loss: 0.0310617 | val_loss: 0.0312232 | Time: 1080.88 ms [2022-04-08 12:16:24 main:574] : INFO : Epoch 1742 | loss: 0.0310695 | val_loss: 0.0312139 | Time: 1080.51 ms [2022-04-08 12:16:25 main:574] : INFO : Epoch 1743 | loss: 0.0310634 | val_loss: 0.0312407 | Time: 1075.19 ms [2022-04-08 12:16:26 main:574] : INFO : Epoch 1744 | loss: 0.0310601 | val_loss: 0.0312117 | Time: 1126 ms [2022-04-08 12:16:27 main:574] : INFO : Epoch 1745 | loss: 0.0310633 | val_loss: 0.0312309 | Time: 1069.47 ms [2022-04-08 12:16:28 main:574] : INFO : Epoch 1746 | loss: 0.0310642 | val_loss: 0.0312632 | Time: 1099.17 ms [2022-04-08 12:16:29 main:574] : INFO : Epoch 1747 | loss: 0.0310592 | val_loss: 0.0312444 | Time: 1060.97 ms [2022-04-08 12:16:30 main:574] : INFO : Epoch 1748 | loss: 0.0310565 | val_loss: 0.0312161 | Time: 1103.61 ms [2022-04-08 12:16:31 main:574] : INFO : Epoch 1749 | loss: 0.0310559 | val_loss: 0.0312235 | Time: 1061.72 ms [2022-04-08 12:16:32 main:574] : INFO : Epoch 1750 | loss: 0.0310569 | val_loss: 0.0312625 | Time: 1157.32 ms [2022-04-08 12:16:33 main:574] : INFO : Epoch 1751 | loss: 0.0310531 | val_loss: 0.0312221 | Time: 1070.1 ms [2022-04-08 12:16:35 main:574] : INFO : Epoch 1752 | loss: 0.0310542 | val_loss: 0.0312371 | Time: 1106.73 ms [2022-04-08 12:16:36 main:574] : INFO : Epoch 1753 | loss: 0.0310523 | val_loss: 0.0312408 | Time: 1085.64 ms [2022-04-08 12:16:37 main:574] : INFO : Epoch 1754 | loss: 0.0310522 | val_loss: 0.031234 | Time: 1077.66 ms [2022-04-08 12:16:38 main:574] : INFO : Epoch 1755 | loss: 0.0310493 | val_loss: 0.0312332 | Time: 1091.61 ms [2022-04-08 12:16:39 main:574] : INFO : Epoch 1756 | loss: 0.0310431 | val_loss: 0.0312302 | Time: 1069.29 ms [2022-04-08 12:16:40 main:574] : INFO : Epoch 1757 | loss: 0.0310466 | val_loss: 0.0312607 | Time: 1100.02 ms [2022-04-08 12:16:41 main:574] : INFO : Epoch 1758 | loss: 0.0310606 | val_loss: 0.0312292 | Time: 1065.66 ms [2022-04-08 12:16:42 main:574] : INFO : Epoch 1759 | loss: 0.0310582 | val_loss: 0.0312278 | Time: 1107.33 ms [2022-04-08 12:16:43 main:574] : INFO : Epoch 1760 | loss: 0.0310545 | val_loss: 0.0312258 | Time: 1057.41 ms [2022-04-08 12:16:44 main:574] : INFO : Epoch 1761 | loss: 0.0310474 | val_loss: 0.0312429 | Time: 1106.19 ms [2022-04-08 12:16:45 main:574] : INFO : Epoch 1762 | loss: 0.0310459 | val_loss: 0.0312414 | Time: 1065.77 ms [2022-04-08 12:16:46 main:574] : INFO : Epoch 1763 | loss: 0.0310436 | val_loss: 0.0312431 | Time: 1094.7 ms [2022-04-08 12:16:48 main:574] : INFO : Epoch 1764 | loss: 0.0310485 | val_loss: 0.0312321 | Time: 1133.16 ms [2022-04-08 12:16:49 main:574] : INFO : Epoch 1765 | loss: 0.0310513 | val_loss: 0.031224 | Time: 1180 ms [2022-04-08 12:16:50 main:574] : INFO : Epoch 1766 | loss: 0.031052 | val_loss: 0.0312139 | Time: 1179.83 ms [2022-04-08 12:16:51 main:574] : INFO : Epoch 1767 | loss: 0.0310446 | val_loss: 0.0312417 | Time: 1098.3 ms [2022-04-08 12:16:52 main:574] : INFO : Epoch 1768 | loss: 0.0310445 | val_loss: 0.0312303 | Time: 1125.99 ms [2022-04-08 12:16:53 main:574] : INFO : Epoch 1769 | loss: 0.031048 | val_loss: 0.0312727 | Time: 1060.58 ms [2022-04-08 12:16:54 main:574] : INFO : Epoch 1770 | loss: 0.0310523 | val_loss: 0.0312352 | Time: 1111.62 ms [2022-04-08 12:16:56 main:574] : INFO : Epoch 1771 | loss: 0.0310513 | val_loss: 0.0312237 | Time: 1104.01 ms [2022-04-08 12:16:57 main:574] : INFO : Epoch 1772 | loss: 0.0310525 | val_loss: 0.0312442 | Time: 1096.58 ms [2022-04-08 12:16:58 main:574] : INFO : Epoch 1773 | loss: 0.0310563 | val_loss: 0.0312291 | Time: 1079.51 ms [2022-04-08 12:16:59 main:574] : INFO : Epoch 1774 | loss: 0.0310508 | val_loss: 0.0312317 | Time: 1093.79 ms [2022-04-08 12:17:00 main:574] : INFO : Epoch 1775 | loss: 0.031045 | val_loss: 0.0312413 | Time: 1113.94 ms [2022-04-08 12:17:01 main:574] : INFO : Epoch 1776 | loss: 0.0310455 | val_loss: 0.0312448 | Time: 1082.18 ms [2022-04-08 12:17:02 main:574] : INFO : Epoch 1777 | loss: 0.0310449 | val_loss: 0.0312538 | Time: 1101.18 ms [2022-04-08 12:17:03 main:574] : INFO : Epoch 1778 | loss: 0.0310491 | val_loss: 0.0312196 | Time: 1098.16 ms [2022-04-08 12:17:04 main:574] : INFO : Epoch 1779 | loss: 0.0310473 | val_loss: 0.0312166 | Time: 1118.18 ms [2022-04-08 12:17:05 main:574] : INFO : Epoch 1780 | loss: 0.0310508 | val_loss: 0.0312498 | Time: 1051.99 ms [2022-04-08 12:17:07 main:574] : INFO : Epoch 1781 | loss: 0.0310724 | val_loss: 0.0312188 | Time: 1126.63 ms [2022-04-08 12:17:08 main:574] : INFO : Epoch 1782 | loss: 0.031078 | val_loss: 0.0312031 | Time: 1073.27 ms [2022-04-08 12:17:09 main:574] : INFO : Epoch 1783 | loss: 0.031119 | val_loss: 0.0311693 | Time: 1097.8 ms [2022-04-08 12:17:10 main:574] : INFO : Epoch 1784 | loss: 0.0311441 | val_loss: 0.0311684 | Time: 1078.94 ms [2022-04-08 12:17:11 main:574] : INFO : Epoch 1785 | loss: 0.031136 | val_loss: 0.0311724 | Time: 1115.02 ms [2022-04-08 12:17:12 main:574] : INFO : Epoch 1786 | loss: 0.0311276 | val_loss: 0.0311725 | Time: 1083.72 ms [2022-04-08 12:17:13 main:574] : INFO : Epoch 1787 | loss: 0.0311201 | val_loss: 0.0311789 | Time: 1118.39 ms [2022-04-08 12:17:14 main:574] : INFO : Epoch 1788 | loss: 0.0311123 | val_loss: 0.0311883 | Time: 1099.62 ms [2022-04-08 12:17:15 main:574] : INFO : Epoch 1789 | loss: 0.0311069 | val_loss: 0.0312024 | Time: 1071.63 ms [2022-04-08 12:17:16 main:574] : INFO : Epoch 1790 | loss: 0.0311012 | val_loss: 0.0311887 | Time: 1120.37 ms [2022-04-08 12:17:17 main:574] : INFO : Epoch 1791 | loss: 0.0310977 | val_loss: 0.0312037 | Time: 1050.4 ms [2022-04-08 12:17:19 main:574] : INFO : Epoch 1792 | loss: 0.031093 | val_loss: 0.0312096 | Time: 1116.53 ms [2022-04-08 12:17:20 main:574] : INFO : Epoch 1793 | loss: 0.031084 | val_loss: 0.0312083 | Time: 1073.16 ms [2022-04-08 12:17:21 main:574] : INFO : Epoch 1794 | loss: 0.0310777 | val_loss: 0.0312266 | Time: 1097.28 ms [2022-04-08 12:17:22 main:574] : INFO : Epoch 1795 | loss: 0.0310755 | val_loss: 0.0312291 | Time: 1099.71 ms [2022-04-08 12:17:23 main:574] : INFO : Epoch 1796 | loss: 0.0310721 | val_loss: 0.0312171 | Time: 1084.06 ms [2022-04-08 12:17:24 main:574] : INFO : Epoch 1797 | loss: 0.0310693 | val_loss: 0.0312151 | Time: 1081.89 ms [2022-04-08 12:17:25 main:574] : INFO : Epoch 1798 | loss: 0.0310664 | val_loss: 0.0312327 | Time: 1081.34 ms [2022-04-08 12:17:26 main:574] : INFO : Epoch 1799 | loss: 0.031064 | val_loss: 0.0312206 | Time: 1090.01 ms [2022-04-08 12:17:27 main:574] : INFO : Epoch 1800 | loss: 0.0310635 | val_loss: 0.0312259 | Time: 1074.59 ms [2022-04-08 12:17:28 main:574] : INFO : Epoch 1801 | loss: 0.0310604 | val_loss: 0.0312241 | Time: 1092.66 ms [2022-04-08 12:17:29 main:574] : INFO : Epoch 1802 | loss: 0.0310595 | val_loss: 0.0312424 | Time: 1065.91 ms [2022-04-08 12:17:31 main:574] : INFO : Epoch 1803 | loss: 0.0310533 | val_loss: 0.0312194 | Time: 1113.05 ms [2022-04-08 12:17:32 main:574] : INFO : Epoch 1804 | loss: 0.0310502 | val_loss: 0.0312323 | Time: 1060.64 ms [2022-04-08 12:17:33 main:574] : INFO : Epoch 1805 | loss: 0.0310582 | val_loss: 0.031254 | Time: 1100.78 ms [2022-04-08 12:17:34 main:574] : INFO : Epoch 1806 | loss: 0.0310621 | val_loss: 0.0312142 | Time: 1063.82 ms [2022-04-08 12:17:35 main:574] : INFO : Epoch 1807 | loss: 0.0310551 | val_loss: 0.0312144 | Time: 1131.52 ms [2022-04-08 12:17:36 main:574] : INFO : Epoch 1808 | loss: 0.0310618 | val_loss: 0.0312381 | Time: 1089.96 ms [2022-04-08 12:17:37 main:574] : INFO : Epoch 1809 | loss: 0.0310549 | val_loss: 0.0312504 | Time: 1091.97 ms [2022-04-08 12:17:38 main:574] : INFO : Epoch 1810 | loss: 0.0310518 | val_loss: 0.0312098 | Time: 1081.77 ms [2022-04-08 12:17:39 main:574] : INFO : Epoch 1811 | loss: 0.0310523 | val_loss: 0.031231 | Time: 1078.96 ms [2022-04-08 12:17:40 main:574] : INFO : Epoch 1812 | loss: 0.0310551 | val_loss: 0.0312384 | Time: 1099.7 ms [2022-04-08 12:17:42 main:574] : INFO : Epoch 1813 | loss: 0.0310613 | val_loss: 0.0312427 | Time: 1068.41 ms [2022-04-08 12:17:43 main:574] : INFO : Epoch 1814 | loss: 0.0310551 | val_loss: 0.0312299 | Time: 1096.87 ms [2022-04-08 12:17:44 main:574] : INFO : Epoch 1815 | loss: 0.0310558 | val_loss: 0.031223 | Time: 1072.63 ms [2022-04-08 12:17:45 main:574] : INFO : Epoch 1816 | loss: 0.0310563 | val_loss: 0.0312162 | Time: 1104.17 ms [2022-04-08 12:17:46 main:574] : INFO : Epoch 1817 | loss: 0.0310496 | val_loss: 0.0312532 | Time: 1063.77 ms [2022-04-08 12:17:47 main:574] : INFO : Epoch 1818 | loss: 0.0310464 | val_loss: 0.0312262 | Time: 1104.27 ms [2022-04-08 12:17:48 main:574] : INFO : Epoch 1819 | loss: 0.0310483 | val_loss: 0.0312481 | Time: 1106.93 ms [2022-04-08 12:17:49 main:574] : INFO : Epoch 1820 | loss: 0.0310498 | val_loss: 0.0312361 | Time: 1092.14 ms [2022-04-08 12:17:50 main:574] : INFO : Epoch 1821 | loss: 0.0310496 | val_loss: 0.0312289 | Time: 1086.08 ms [2022-04-08 12:17:51 main:574] : INFO : Epoch 1822 | loss: 0.0310476 | val_loss: 0.0312347 | Time: 1075.09 ms [2022-04-08 12:17:52 main:574] : INFO : Epoch 1823 | loss: 0.0310487 | val_loss: 0.0312287 | Time: 1080.12 ms [2022-04-08 12:17:54 main:574] : INFO : Epoch 1824 | loss: 0.0310463 | val_loss: 0.0312422 | Time: 1072.79 ms [2022-04-08 12:17:55 main:574] : INFO : Epoch 1825 | loss: 0.0310475 | val_loss: 0.0312598 | Time: 1091.82 ms [2022-04-08 12:17:56 main:574] : INFO : Epoch 1826 | loss: 0.0310442 | val_loss: 0.0312311 | Time: 1068.55 ms [2022-04-08 12:17:57 main:574] : INFO : Epoch 1827 | loss: 0.0310447 | val_loss: 0.0312334 | Time: 1098.23 ms [2022-04-08 12:17:58 main:574] : INFO : Epoch 1828 | loss: 0.0310516 | val_loss: 0.0312483 | Time: 1069.83 ms [2022-04-08 12:17:59 main:574] : INFO : Epoch 1829 | loss: 0.0310424 | val_loss: 0.0312488 | Time: 1101.02 ms [2022-04-08 12:18:00 main:574] : INFO : Epoch 1830 | loss: 0.0310399 | val_loss: 0.0312216 | Time: 1066.06 ms [2022-04-08 12:18:01 main:574] : INFO : Epoch 1831 | loss: 0.0310426 | val_loss: 0.0312114 | Time: 1095.64 ms [2022-04-08 12:18:02 main:574] : INFO : Epoch 1832 | loss: 0.0310421 | val_loss: 0.0312298 | Time: 1076.27 ms [2022-04-08 12:18:03 main:574] : INFO : Epoch 1833 | loss: 0.0310421 | val_loss: 0.0312605 | Time: 1116.3 ms [2022-04-08 12:18:04 main:574] : INFO : Epoch 1834 | loss: 0.031048 | val_loss: 0.0312079 | Time: 1135.45 ms [2022-04-08 12:18:06 main:574] : INFO : Epoch 1835 | loss: 0.0310788 | val_loss: 0.0312085 | Time: 1087.87 ms [2022-04-08 12:18:07 main:574] : INFO : Epoch 1836 | loss: 0.0310663 | val_loss: 0.0312171 | Time: 1107.34 ms [2022-04-08 12:18:08 main:574] : INFO : Epoch 1837 | loss: 0.0310576 | val_loss: 0.0312151 | Time: 1067.43 ms [2022-04-08 12:18:09 main:574] : INFO : Epoch 1838 | loss: 0.0310527 | val_loss: 0.0312262 | Time: 1105.49 ms [2022-04-08 12:18:10 main:574] : INFO : Epoch 1839 | loss: 0.0310439 | val_loss: 0.0312266 | Time: 1063.54 ms [2022-04-08 12:18:11 main:574] : INFO : Epoch 1840 | loss: 0.0310476 | val_loss: 0.0312174 | Time: 1166.39 ms [2022-04-08 12:18:12 main:574] : INFO : Epoch 1841 | loss: 0.0310442 | val_loss: 0.0312357 | Time: 1075.82 ms [2022-04-08 12:18:13 main:574] : INFO : Epoch 1842 | loss: 0.0310458 | val_loss: 0.0312381 | Time: 1098.49 ms [2022-04-08 12:18:14 main:574] : INFO : Epoch 1843 | loss: 0.0310485 | val_loss: 0.0312959 | Time: 1083.28 ms [2022-04-08 12:18:15 main:574] : INFO : Epoch 1844 | loss: 0.0310476 | val_loss: 0.0312495 | Time: 1133.43 ms [2022-04-08 12:18:17 main:574] : INFO : Epoch 1845 | loss: 0.0310471 | val_loss: 0.031227 | Time: 1103.29 ms [2022-04-08 12:18:18 main:574] : INFO : Epoch 1846 | loss: 0.0310468 | val_loss: 0.031246 | Time: 1074.75 ms [2022-04-08 12:18:19 main:574] : INFO : Epoch 1847 | loss: 0.0310425 | val_loss: 0.0312483 | Time: 1127.16 ms [2022-04-08 12:18:20 main:574] : INFO : Epoch 1848 | loss: 0.0310389 | val_loss: 0.0312301 | Time: 1072.26 ms [2022-04-08 12:18:21 main:574] : INFO : Epoch 1849 | loss: 0.0310425 | val_loss: 0.0312229 | Time: 1109.67 ms [2022-04-08 12:18:22 main:574] : INFO : Epoch 1850 | loss: 0.0310398 | val_loss: 0.0312566 | Time: 1061.03 ms [2022-04-08 12:18:23 main:574] : INFO : Epoch 1851 | loss: 0.0310373 | val_loss: 0.0312473 | Time: 1113.52 ms [2022-04-08 12:18:24 main:574] : INFO : Epoch 1852 | loss: 0.0310433 | val_loss: 0.0312768 | Time: 1062.46 ms [2022-04-08 12:18:25 main:574] : INFO : Epoch 1853 | loss: 0.0310488 | val_loss: 0.031235 | Time: 1120.89 ms [2022-04-08 12:18:26 main:574] : INFO : Epoch 1854 | loss: 0.0310543 | val_loss: 0.0312238 | Time: 1078.56 ms [2022-04-08 12:18:28 main:574] : INFO : Epoch 1855 | loss: 0.0310459 | val_loss: 0.0312741 | Time: 1094.15 ms [2022-04-08 12:18:29 main:574] : INFO : Epoch 1856 | loss: 0.0310488 | val_loss: 0.0312361 | Time: 1090.31 ms [2022-04-08 12:18:30 main:574] : INFO : Epoch 1857 | loss: 0.0310526 | val_loss: 0.0312309 | Time: 1075 ms [2022-04-08 12:18:31 main:574] : INFO : Epoch 1858 | loss: 0.0310527 | val_loss: 0.0312381 | Time: 1107.14 ms [2022-04-08 12:18:32 main:574] : INFO : Epoch 1859 | loss: 0.0310464 | val_loss: 0.0312718 | Time: 1079.11 ms [2022-04-08 12:18:33 main:574] : INFO : Epoch 1860 | loss: 0.0310489 | val_loss: 0.0312363 | Time: 1102.74 ms [2022-04-08 12:18:34 main:574] : INFO : Epoch 1861 | loss: 0.0310436 | val_loss: 0.0312246 | Time: 1057.53 ms [2022-04-08 12:18:35 main:574] : INFO : Epoch 1862 | loss: 0.0310478 | val_loss: 0.0312566 | Time: 1116.6 ms [2022-04-08 12:18:36 main:574] : INFO : Epoch 1863 | loss: 0.0310492 | val_loss: 0.0312336 | Time: 1064.52 ms [2022-04-08 12:18:37 main:574] : INFO : Epoch 1864 | loss: 0.0310452 | val_loss: 0.0312537 | Time: 1131.79 ms [2022-04-08 12:18:38 main:574] : INFO : Epoch 1865 | loss: 0.0310422 | val_loss: 0.0312504 | Time: 1070.54 ms [2022-04-08 12:18:40 main:574] : INFO : Epoch 1866 | loss: 0.0310375 | val_loss: 0.0312996 | Time: 1106.91 ms [2022-04-08 12:18:41 main:574] : INFO : Epoch 1867 | loss: 0.0310394 | val_loss: 0.031241 | Time: 1088.21 ms [2022-04-08 12:18:42 main:574] : INFO : Epoch 1868 | loss: 0.0310428 | val_loss: 0.031215 | Time: 1085.94 ms [2022-04-08 12:18:43 main:574] : INFO : Epoch 1869 | loss: 0.0310437 | val_loss: 0.0312614 | Time: 1085.18 ms [2022-04-08 12:18:44 main:574] : INFO : Epoch 1870 | loss: 0.0310427 | val_loss: 0.0312256 | Time: 1079.11 ms [2022-04-08 12:18:45 main:574] : INFO : Epoch 1871 | loss: 0.0310446 | val_loss: 0.0312623 | Time: 1108.27 ms [2022-04-08 12:18:46 main:574] : INFO : Epoch 1872 | loss: 0.0310419 | val_loss: 0.0312283 | Time: 1127.99 ms [2022-04-08 12:18:47 main:574] : INFO : Epoch 1873 | loss: 0.0310434 | val_loss: 0.0312531 | Time: 1121.38 ms [2022-04-08 12:18:48 main:574] : INFO : Epoch 1874 | loss: 0.0310398 | val_loss: 0.0312437 | Time: 1059.43 ms [2022-04-08 12:18:50 main:574] : INFO : Epoch 1875 | loss: 0.0310359 | val_loss: 0.0312824 | Time: 1117.04 ms [2022-04-08 12:18:51 main:574] : INFO : Epoch 1876 | loss: 0.031033 | val_loss: 0.0312662 | Time: 1066.8 ms [2022-04-08 12:18:52 main:574] : INFO : Epoch 1877 | loss: 0.0310547 | val_loss: 0.031222 | Time: 1103.55 ms [2022-04-08 12:18:53 main:574] : INFO : Epoch 1878 | loss: 0.0310668 | val_loss: 0.0312223 | Time: 1081.93 ms [2022-04-08 12:18:54 main:574] : INFO : Epoch 1879 | loss: 0.0310516 | val_loss: 0.0312268 | Time: 1092.18 ms [2022-04-08 12:18:55 main:574] : INFO : Epoch 1880 | loss: 0.0310436 | val_loss: 0.0312439 | Time: 1086.21 ms [2022-04-08 12:18:56 main:574] : INFO : Epoch 1881 | loss: 0.0310436 | val_loss: 0.0312311 | Time: 1112.72 ms [2022-04-08 12:18:57 main:574] : INFO : Epoch 1882 | loss: 0.0310411 | val_loss: 0.0312239 | Time: 1131.99 ms [2022-04-08 12:18:58 main:574] : INFO : Epoch 1883 | loss: 0.0310396 | val_loss: 0.0312581 | Time: 1066.29 ms [2022-04-08 12:18:59 main:574] : INFO : Epoch 1884 | loss: 0.0310391 | val_loss: 0.0312433 | Time: 1103.07 ms [2022-04-08 12:19:00 main:574] : INFO : Epoch 1885 | loss: 0.0310373 | val_loss: 0.0312439 | Time: 1061.56 ms [2022-04-08 12:19:02 main:574] : INFO : Epoch 1886 | loss: 0.0310335 | val_loss: 0.0312316 | Time: 1110.45 ms [2022-04-08 12:19:03 main:574] : INFO : Epoch 1887 | loss: 0.0310399 | val_loss: 0.0312383 | Time: 1055.46 ms [2022-04-08 12:19:04 main:574] : INFO : Epoch 1888 | loss: 0.0310442 | val_loss: 0.0312312 | Time: 1104.08 ms [2022-04-08 12:19:05 main:574] : INFO : Epoch 1889 | loss: 0.0310535 | val_loss: 0.0312633 | Time: 1073.72 ms [2022-04-08 12:19:06 main:574] : INFO : Epoch 1890 | loss: 0.0310435 | val_loss: 0.0312797 | Time: 1170.89 ms [2022-04-08 12:19:07 main:574] : INFO : Epoch 1891 | loss: 0.0310333 | val_loss: 0.0312414 | Time: 1121.79 ms [2022-04-08 12:19:08 main:574] : INFO : Epoch 1892 | loss: 0.0310441 | val_loss: 0.0312197 | Time: 1083.05 ms [2022-04-08 12:19:09 main:574] : INFO : Epoch 1893 | loss: 0.0310363 | val_loss: 0.0312599 | Time: 1099.88 ms [2022-04-08 12:19:10 main:574] : INFO : Epoch 1894 | loss: 0.0310339 | val_loss: 0.0312824 | Time: 1101.27 ms [2022-04-08 12:19:12 main:574] : INFO : Epoch 1895 | loss: 0.0310401 | val_loss: 0.0312252 | Time: 1099.59 ms [2022-04-08 12:19:13 main:574] : INFO : Epoch 1896 | loss: 0.0310536 | val_loss: 0.0312559 | Time: 1062.35 ms [2022-04-08 12:19:14 main:574] : INFO : Epoch 1897 | loss: 0.0310499 | val_loss: 0.0312404 | Time: 1103.84 ms [2022-04-08 12:19:15 main:574] : INFO : Epoch 1898 | loss: 0.031053 | val_loss: 0.0312426 | Time: 1079.23 ms [2022-04-08 12:19:16 main:574] : INFO : Epoch 1899 | loss: 0.031049 | val_loss: 0.0312385 | Time: 1106.4 ms [2022-04-08 12:19:17 main:574] : INFO : Epoch 1900 | loss: 0.031038 | val_loss: 0.0312536 | Time: 1080.42 ms [2022-04-08 12:19:18 main:574] : INFO : Epoch 1901 | loss: 0.0310354 | val_loss: 0.0312685 | Time: 1091.7 ms [2022-04-08 12:19:19 main:574] : INFO : Epoch 1902 | loss: 0.0310376 | val_loss: 0.0312476 | Time: 1088.78 ms [2022-04-08 12:19:20 main:574] : INFO : Epoch 1903 | loss: 0.0310359 | val_loss: 0.0312562 | Time: 1084.28 ms [2022-04-08 12:19:21 main:574] : INFO : Epoch 1904 | loss: 0.0310339 | val_loss: 0.0312488 | Time: 1095.74 ms [2022-04-08 12:19:22 main:574] : INFO : Epoch 1905 | loss: 0.0310377 | val_loss: 0.0312319 | Time: 1099.59 ms [2022-04-08 12:19:24 main:574] : INFO : Epoch 1906 | loss: 0.0310454 | val_loss: 0.0312578 | Time: 1113.3 ms [2022-04-08 12:19:25 main:574] : INFO : Epoch 1907 | loss: 0.0310362 | val_loss: 0.0312581 | Time: 1062.92 ms [2022-04-08 12:19:26 main:574] : INFO : Epoch 1908 | loss: 0.0310379 | val_loss: 0.0312482 | Time: 1120.75 ms [2022-04-08 12:19:27 main:574] : INFO : Epoch 1909 | loss: 0.0310361 | val_loss: 0.0312357 | Time: 1081.05 ms [2022-04-08 12:19:28 main:574] : INFO : Epoch 1910 | loss: 0.0310518 | val_loss: 0.0312341 | Time: 1098.35 ms [2022-04-08 12:19:29 main:574] : INFO : Epoch 1911 | loss: 0.031053 | val_loss: 0.0312173 | Time: 1078.96 ms [2022-04-08 12:19:30 main:574] : INFO : Epoch 1912 | loss: 0.0310764 | val_loss: 0.0312325 | Time: 1094.4 ms [2022-04-08 12:19:31 main:574] : INFO : Epoch 1913 | loss: 0.0310568 | val_loss: 0.0312268 | Time: 1084.79 ms [2022-04-08 12:19:32 main:574] : INFO : Epoch 1914 | loss: 0.0310458 | val_loss: 0.0312284 | Time: 1079.49 ms [2022-04-08 12:19:33 main:574] : INFO : Epoch 1915 | loss: 0.0310428 | val_loss: 0.0312822 | Time: 1096.18 ms [2022-04-08 12:19:34 main:574] : INFO : Epoch 1916 | loss: 0.0310405 | val_loss: 0.0312414 | Time: 1074.42 ms [2022-04-08 12:19:36 main:574] : INFO : Epoch 1917 | loss: 0.0310383 | val_loss: 0.0312355 | Time: 1105.67 ms [2022-04-08 12:19:37 main:574] : INFO : Epoch 1918 | loss: 0.0310372 | val_loss: 0.0312298 | Time: 1053.48 ms [2022-04-08 12:19:38 main:574] : INFO : Epoch 1919 | loss: 0.0310369 | val_loss: 0.0312821 | Time: 1106.95 ms [2022-04-08 12:19:39 main:574] : INFO : Epoch 1920 | loss: 0.0310398 | val_loss: 0.0312412 | Time: 1067.6 ms [2022-04-08 12:19:40 main:574] : INFO : Epoch 1921 | loss: 0.0310378 | val_loss: 0.031241 | Time: 1114.86 ms [2022-04-08 12:19:41 main:574] : INFO : Epoch 1922 | loss: 0.0310437 | val_loss: 0.0312278 | Time: 1074.02 ms [2022-04-08 12:19:42 main:574] : INFO : Epoch 1923 | loss: 0.0310425 | val_loss: 0.0312361 | Time: 1145.89 ms [2022-04-08 12:19:43 main:574] : INFO : Epoch 1924 | loss: 0.0310405 | val_loss: 0.0312298 | Time: 1092.53 ms [2022-04-08 12:19:44 main:574] : INFO : Epoch 1925 | loss: 0.0310446 | val_loss: 0.0312362 | Time: 1085.82 ms [2022-04-08 12:19:45 main:574] : INFO : Epoch 1926 | loss: 0.0310422 | val_loss: 0.0312393 | Time: 1099.78 ms [2022-04-08 12:19:47 main:574] : INFO : Epoch 1927 | loss: 0.0310407 | val_loss: 0.0312421 | Time: 1071.17 ms [2022-04-08 12:19:48 main:574] : INFO : Epoch 1928 | loss: 0.0310379 | val_loss: 0.031248 | Time: 1101.57 ms [2022-04-08 12:19:49 main:574] : INFO : Epoch 1929 | loss: 0.0310356 | val_loss: 0.0312613 | Time: 1060.16 ms [2022-04-08 12:19:50 main:574] : INFO : Epoch 1930 | loss: 0.0310349 | val_loss: 0.031271 | Time: 1119.96 ms [2022-04-08 12:19:51 main:574] : INFO : Epoch 1931 | loss: 0.0310435 | val_loss: 0.0312545 | Time: 1058.46 ms [2022-04-08 12:19:52 main:574] : INFO : Epoch 1932 | loss: 0.0310414 | val_loss: 0.0312354 | Time: 1113.33 ms [2022-04-08 12:19:53 main:574] : INFO : Epoch 1933 | loss: 0.0310375 | val_loss: 0.0312194 | Time: 1069.57 ms [2022-04-08 12:19:54 main:574] : INFO : Epoch 1934 | loss: 0.0310394 | val_loss: 0.0312525 | Time: 1114.74 ms [2022-04-08 12:19:55 main:574] : INFO : Epoch 1935 | loss: 0.0310394 | val_loss: 0.0312738 | Time: 1095 ms [2022-04-08 12:19:56 main:574] : INFO : Epoch 1936 | loss: 0.031038 | val_loss: 0.0312678 | Time: 1100.53 ms [2022-04-08 12:19:57 main:574] : INFO : Epoch 1937 | loss: 0.031035 | val_loss: 0.0312436 | Time: 1091.63 ms [2022-04-08 12:19:59 main:574] : INFO : Epoch 1938 | loss: 0.0310313 | val_loss: 0.0312547 | Time: 1076.93 ms [2022-04-08 12:20:00 main:574] : INFO : Epoch 1939 | loss: 0.0310348 | val_loss: 0.0312385 | Time: 1109.11 ms [2022-04-08 12:20:01 main:574] : INFO : Epoch 1940 | loss: 0.0310395 | val_loss: 0.0312369 | Time: 1062.37 ms [2022-04-08 12:20:02 main:574] : INFO : Epoch 1941 | loss: 0.0310429 | val_loss: 0.0312583 | Time: 1115.57 ms [2022-04-08 12:20:03 main:574] : INFO : Epoch 1942 | loss: 0.0310441 | val_loss: 0.031262 | Time: 1060.44 ms [2022-04-08 12:20:04 main:574] : INFO : Epoch 1943 | loss: 0.0310378 | val_loss: 0.0312417 | Time: 1123.54 ms [2022-04-08 12:20:05 main:574] : INFO : Epoch 1944 | loss: 0.0310746 | val_loss: 0.0312374 | Time: 1065.63 ms [2022-04-08 12:20:06 main:574] : INFO : Epoch 1945 | loss: 0.0311156 | val_loss: 0.0312044 | Time: 1107.39 ms [2022-04-08 12:20:07 main:574] : INFO : Epoch 1946 | loss: 0.031097 | val_loss: 0.0312357 | Time: 1066.54 ms [2022-04-08 12:20:08 main:574] : INFO : Epoch 1947 | loss: 0.0310716 | val_loss: 0.0312192 | Time: 1104.01 ms [2022-04-08 12:20:10 main:574] : INFO : Epoch 1948 | loss: 0.0310583 | val_loss: 0.0312465 | Time: 1110.05 ms [2022-04-08 12:20:11 main:574] : INFO : Epoch 1949 | loss: 0.031048 | val_loss: 0.0312661 | Time: 1092.94 ms [2022-04-08 12:20:12 main:574] : INFO : Epoch 1950 | loss: 0.0310408 | val_loss: 0.0312275 | Time: 1088.32 ms [2022-04-08 12:20:13 main:574] : INFO : Epoch 1951 | loss: 0.0310347 | val_loss: 0.0312732 | Time: 1071.82 ms [2022-04-08 12:20:14 main:574] : INFO : Epoch 1952 | loss: 0.0310337 | val_loss: 0.0312614 | Time: 1102.71 ms [2022-04-08 12:20:15 main:574] : INFO : Epoch 1953 | loss: 0.0310382 | val_loss: 0.0312637 | Time: 1071.34 ms [2022-04-08 12:20:16 main:574] : INFO : Epoch 1954 | loss: 0.0310364 | val_loss: 0.0312529 | Time: 1113.88 ms [2022-04-08 12:20:17 main:574] : INFO : Epoch 1955 | loss: 0.0310284 | val_loss: 0.0312435 | Time: 1084.74 ms [2022-04-08 12:20:18 main:574] : INFO : Epoch 1956 | loss: 0.0310367 | val_loss: 0.0312468 | Time: 1137.69 ms [2022-04-08 12:20:19 main:574] : INFO : Epoch 1957 | loss: 0.0310394 | val_loss: 0.0312375 | Time: 1094.64 ms [2022-04-08 12:20:21 main:574] : INFO : Epoch 1958 | loss: 0.0310408 | val_loss: 0.0312499 | Time: 1128.39 ms [2022-04-08 12:20:22 main:574] : INFO : Epoch 1959 | loss: 0.0310349 | val_loss: 0.0312645 | Time: 1118.71 ms [2022-04-08 12:20:23 main:574] : INFO : Epoch 1960 | loss: 0.0310341 | val_loss: 0.0312664 | Time: 1107.64 ms [2022-04-08 12:20:24 main:574] : INFO : Epoch 1961 | loss: 0.031031 | val_loss: 0.031255 | Time: 1128.73 ms [2022-04-08 12:20:25 main:574] : INFO : Epoch 1962 | loss: 0.0310341 | val_loss: 0.0312571 | Time: 1082.85 ms [2022-04-08 12:20:26 main:574] : INFO : Epoch 1963 | loss: 0.0310421 | val_loss: 0.0312854 | Time: 1189.66 ms [2022-04-08 12:20:27 main:574] : INFO : Epoch 1964 | loss: 0.031038 | val_loss: 0.0312406 | Time: 1078.09 ms [2022-04-08 12:20:28 main:574] : INFO : Epoch 1965 | loss: 0.0310355 | val_loss: 0.0312605 | Time: 1125.68 ms [2022-04-08 12:20:30 main:574] : INFO : Epoch 1966 | loss: 0.031034 | val_loss: 0.0312416 | Time: 1103.18 ms [2022-04-08 12:20:31 main:574] : INFO : Epoch 1967 | loss: 0.0310307 | val_loss: 0.0312721 | Time: 1130.37 ms [2022-04-08 12:20:32 main:574] : INFO : Epoch 1968 | loss: 0.0310301 | val_loss: 0.0312614 | Time: 1086.52 ms [2022-04-08 12:20:33 main:574] : INFO : Epoch 1969 | loss: 0.0310368 | val_loss: 0.0312353 | Time: 1083.25 ms [2022-04-08 12:20:34 main:574] : INFO : Epoch 1970 | loss: 0.0310404 | val_loss: 0.0312564 | Time: 1096.98 ms [2022-04-08 12:20:35 main:574] : INFO : Epoch 1971 | loss: 0.0310436 | val_loss: 0.0312363 | Time: 1074.73 ms [2022-04-08 12:20:36 main:574] : INFO : Epoch 1972 | loss: 0.0310407 | val_loss: 0.0312466 | Time: 1115.95 ms [2022-04-08 12:20:37 main:574] : INFO : Epoch 1973 | loss: 0.0310481 | val_loss: 0.0312386 | Time: 1063.41 ms [2022-04-08 12:20:38 main:574] : INFO : Epoch 1974 | loss: 0.0310419 | val_loss: 0.031244 | Time: 1111.27 ms [2022-04-08 12:20:39 main:574] : INFO : Epoch 1975 | loss: 0.0311034 | val_loss: 0.0312046 | Time: 1068.24 ms [2022-04-08 12:20:41 main:574] : INFO : Epoch 1976 | loss: 0.0311219 | val_loss: 0.0311933 | Time: 1092.13 ms [2022-04-08 12:20:42 main:574] : INFO : Epoch 1977 | loss: 0.0311087 | val_loss: 0.0312005 | Time: 1074.88 ms [2022-04-08 12:20:43 main:574] : INFO : Epoch 1978 | loss: 0.0310972 | val_loss: 0.0312057 | Time: 1096.05 ms [2022-04-08 12:20:44 main:574] : INFO : Epoch 1979 | loss: 0.0310814 | val_loss: 0.0312246 | Time: 1083.47 ms [2022-04-08 12:20:45 main:574] : INFO : Epoch 1980 | loss: 0.0310689 | val_loss: 0.0312319 | Time: 1080.85 ms [2022-04-08 12:20:46 main:574] : INFO : Epoch 1981 | loss: 0.0310587 | val_loss: 0.0312372 | Time: 1098.76 ms [2022-04-08 12:20:47 main:574] : INFO : Epoch 1982 | loss: 0.0310524 | val_loss: 0.0312372 | Time: 1080.37 ms [2022-04-08 12:20:48 main:574] : INFO : Epoch 1983 | loss: 0.0310496 | val_loss: 0.0312245 | Time: 1091.92 ms [2022-04-08 12:20:49 main:574] : INFO : Epoch 1984 | loss: 0.0310473 | val_loss: 0.0312734 | Time: 1064.97 ms [2022-04-08 12:20:50 main:574] : INFO : Epoch 1985 | loss: 0.0310386 | val_loss: 0.0312576 | Time: 1101.7 ms [2022-04-08 12:20:51 main:574] : INFO : Epoch 1986 | loss: 0.0310368 | val_loss: 0.0312271 | Time: 1062.5 ms [2022-04-08 12:20:53 main:574] : INFO : Epoch 1987 | loss: 0.0310464 | val_loss: 0.031276 | Time: 1101.88 ms [2022-04-08 12:20:54 main:574] : INFO : Epoch 1988 | loss: 0.0310364 | val_loss: 0.0312472 | Time: 1067.19 ms [2022-04-08 12:20:55 main:574] : INFO : Epoch 1989 | loss: 0.0310351 | val_loss: 0.0312394 | Time: 1102.47 ms [2022-04-08 12:20:56 main:574] : INFO : Epoch 1990 | loss: 0.0310345 | val_loss: 0.0312379 | Time: 1071.45 ms [2022-04-08 12:20:57 main:574] : INFO : Epoch 1991 | loss: 0.0310302 | val_loss: 0.0312408 | Time: 1096.03 ms [2022-04-08 12:20:58 main:574] : INFO : Epoch 1992 | loss: 0.0310342 | val_loss: 0.0312378 | Time: 1088.45 ms [2022-04-08 12:20:59 main:574] : INFO : Epoch 1993 | loss: 0.0310297 | val_loss: 0.0312665 | Time: 1079.47 ms [2022-04-08 12:21:00 main:574] : INFO : Epoch 1994 | loss: 0.0310238 | val_loss: 0.0312795 | Time: 1105.85 ms [2022-04-08 12:21:01 main:574] : INFO : Epoch 1995 | loss: 0.0310311 | val_loss: 0.0312476 | Time: 1069.27 ms [2022-04-08 12:21:02 main:574] : INFO : Epoch 1996 | loss: 0.0310313 | val_loss: 0.0312444 | Time: 1107.97 ms [2022-04-08 12:21:03 main:574] : INFO : Epoch 1997 | loss: 0.0310395 | val_loss: 0.0312845 | Time: 1125.95 ms [2022-04-08 12:21:05 main:574] : INFO : Epoch 1998 | loss: 0.0310311 | val_loss: 0.0312363 | Time: 1113.08 ms [2022-04-08 12:21:06 main:574] : INFO : Epoch 1999 | loss: 0.0310313 | val_loss: 0.0312426 | Time: 1073.56 ms [2022-04-08 12:21:07 main:574] : INFO : Epoch 2000 | loss: 0.0310281 | val_loss: 0.0312553 | Time: 1107.36 ms [2022-04-08 12:21:08 main:574] : INFO : Epoch 2001 | loss: 0.0310407 | val_loss: 0.0312457 | Time: 1085.71 ms [2022-04-08 12:21:09 main:574] : INFO : Epoch 2002 | loss: 0.031045 | val_loss: 0.0312541 | Time: 1088.69 ms [2022-04-08 12:21:10 main:574] : INFO : Epoch 2003 | loss: 0.0310364 | val_loss: 0.0312342 | Time: 1095.28 ms [2022-04-08 12:21:11 main:574] : INFO : Epoch 2004 | loss: 0.0310397 | val_loss: 0.031216 | Time: 1084.66 ms [2022-04-08 12:21:12 main:574] : INFO : Epoch 2005 | loss: 0.0310407 | val_loss: 0.0312587 | Time: 1094.24 ms [2022-04-08 12:21:13 main:574] : INFO : Epoch 2006 | loss: 0.031038 | val_loss: 0.0312162 | Time: 1071.27 ms [2022-04-08 12:21:14 main:574] : INFO : Epoch 2007 | loss: 0.0310525 | val_loss: 0.0312321 | Time: 1118.83 ms [2022-04-08 12:21:16 main:574] : INFO : Epoch 2008 | loss: 0.03104 | val_loss: 0.031268 | Time: 1069.32 ms [2022-04-08 12:21:17 main:574] : INFO : Epoch 2009 | loss: 0.0310395 | val_loss: 0.0312582 | Time: 1118.26 ms [2022-04-08 12:21:18 main:574] : INFO : Epoch 2010 | loss: 0.0310353 | val_loss: 0.0312304 | Time: 1058.34 ms [2022-04-08 12:21:19 main:574] : INFO : Epoch 2011 | loss: 0.031029 | val_loss: 0.0312599 | Time: 1100.15 ms [2022-04-08 12:21:20 main:574] : INFO : Epoch 2012 | loss: 0.0310314 | val_loss: 0.0312565 | Time: 1069.55 ms [2022-04-08 12:21:21 main:574] : INFO : Epoch 2013 | loss: 0.0310429 | val_loss: 0.0312332 | Time: 1107.3 ms [2022-04-08 12:21:22 main:574] : INFO : Epoch 2014 | loss: 0.0310377 | val_loss: 0.0312108 | Time: 1068.23 ms [2022-04-08 12:21:23 main:574] : INFO : Epoch 2015 | loss: 0.0310511 | val_loss: 0.03123 | Time: 1089.8 ms [2022-04-08 12:21:24 main:574] : INFO : Epoch 2016 | loss: 0.0310471 | val_loss: 0.0312597 | Time: 1194.81 ms [2022-04-08 12:21:25 main:574] : INFO : Epoch 2017 | loss: 0.0310642 | val_loss: 0.0312104 | Time: 1071.35 ms [2022-04-08 12:21:27 main:574] : INFO : Epoch 2018 | loss: 0.0310464 | val_loss: 0.0312436 | Time: 1129.31 ms [2022-04-08 12:21:28 main:574] : INFO : Epoch 2019 | loss: 0.0310439 | val_loss: 0.0312387 | Time: 1057.32 ms [2022-04-08 12:21:29 main:574] : INFO : Epoch 2020 | loss: 0.0310377 | val_loss: 0.0312598 | Time: 1140.81 ms [2022-04-08 12:21:30 main:574] : INFO : Epoch 2021 | loss: 0.0310399 | val_loss: 0.0312225 | Time: 1052.86 ms [2022-04-08 12:21:31 main:574] : INFO : Epoch 2022 | loss: 0.0310368 | val_loss: 0.0312282 | Time: 1111.61 ms [2022-04-08 12:21:32 main:574] : INFO : Epoch 2023 | loss: 0.0310426 | val_loss: 0.0312367 | Time: 1072.22 ms [2022-04-08 12:21:33 main:574] : INFO : Epoch 2024 | loss: 0.031036 | val_loss: 0.0312398 | Time: 1097.47 ms [2022-04-08 12:21:34 main:574] : INFO : Epoch 2025 | loss: 0.0310289 | val_loss: 0.0312296 | Time: 1070.54 ms [2022-04-08 12:21:35 main:574] : INFO : Epoch 2026 | loss: 0.0310271 | val_loss: 0.0312623 | Time: 1108.24 ms [2022-04-08 12:21:36 main:574] : INFO : Epoch 2027 | loss: 0.0310497 | val_loss: 0.0312526 | Time: 1084.5 ms [2022-04-08 12:21:37 main:574] : INFO : Epoch 2028 | loss: 0.031053 | val_loss: 0.0312507 | Time: 1101.96 ms [2022-04-08 12:21:39 main:574] : INFO : Epoch 2029 | loss: 0.0310417 | val_loss: 0.0312554 | Time: 1086.12 ms [2022-04-08 12:21:40 main:574] : INFO : Epoch 2030 | loss: 0.0310369 | val_loss: 0.0312482 | Time: 1073.87 ms [2022-04-08 12:21:41 main:574] : INFO : Epoch 2031 | loss: 0.0310436 | val_loss: 0.0312616 | Time: 1110.1 ms [2022-04-08 12:21:42 main:574] : INFO : Epoch 2032 | loss: 0.0310365 | val_loss: 0.0312621 | Time: 1068.23 ms [2022-04-08 12:21:43 main:574] : INFO : Epoch 2033 | loss: 0.0310517 | val_loss: 0.0312344 | Time: 1110.11 ms [2022-04-08 12:21:44 main:574] : INFO : Epoch 2034 | loss: 0.0310435 | val_loss: 0.0312563 | Time: 1083.24 ms [2022-04-08 12:21:45 main:574] : INFO : Epoch 2035 | loss: 0.0310408 | val_loss: 0.0312308 | Time: 1105.37 ms [2022-04-08 12:21:46 main:574] : INFO : Epoch 2036 | loss: 0.0310433 | val_loss: 0.0312724 | Time: 1067.48 ms [2022-04-08 12:21:47 main:574] : INFO : Epoch 2037 | loss: 0.031042 | val_loss: 0.0312299 | Time: 1114.78 ms [2022-04-08 12:21:48 main:574] : INFO : Epoch 2038 | loss: 0.031033 | val_loss: 0.0312441 | Time: 1105.29 ms [2022-04-08 12:21:50 main:574] : INFO : Epoch 2039 | loss: 0.0310271 | val_loss: 0.0312671 | Time: 1087.21 ms [2022-04-08 12:21:51 main:574] : INFO : Epoch 2040 | loss: 0.0310245 | val_loss: 0.0312412 | Time: 1091 ms [2022-04-08 12:21:52 main:574] : INFO : Epoch 2041 | loss: 0.0310269 | val_loss: 0.0312641 | Time: 1074.66 ms [2022-04-08 12:21:53 main:574] : INFO : Epoch 2042 | loss: 0.0310329 | val_loss: 0.031253 | Time: 1093.27 ms [2022-04-08 12:21:54 main:574] : INFO : Epoch 2043 | loss: 0.031028 | val_loss: 0.0312367 | Time: 1085.89 ms [2022-04-08 12:21:55 main:574] : INFO : Epoch 2044 | loss: 0.0310252 | val_loss: 0.0312673 | Time: 1109.93 ms [2022-04-08 12:21:56 main:574] : INFO : Epoch 2045 | loss: 0.031028 | val_loss: 0.0312406 | Time: 1054.7 ms [2022-04-08 12:21:57 main:574] : INFO : Epoch 2046 | loss: 0.0310222 | val_loss: 0.0312378 | Time: 1111.39 ms [2022-04-08 12:21:58 main:574] : INFO : Epoch 2047 | loss: 0.0310204 | val_loss: 0.0312421 | Time: 1057.03 ms [2022-04-08 12:21:59 main:574] : INFO : Epoch 2048 | loss: 0.0310291 | val_loss: 0.0312266 | Time: 1101.5 ms [2022-04-08 12:21:59 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312266 [2022-04-08 12:21:59 main:603] : INFO : Saving end state to config to file [2022-04-08 12:21:59 main:608] : INFO : Success, exiting.. 12:21:59 (20708): 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)