Task 8806259
| Name | ParityModified-1634615019-22732-2_1 |
| Workunit | 6027778 |
| Created | 8 Nov 2021, 21:43:39 UTC |
| Sent | 8 Nov 2021, 21:51:11 UTC |
| Report deadline | 15 Nov 2021, 21:51:11 UTC |
| Received | 8 Nov 2021, 23:22:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 664 |
| Run time | 45 min 58 sec |
| CPU time | 43 min |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 7,316.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311579 | val_loss: 0.0311835 | Time: 1288.14 ms [2021-11-08 15:01:43 main:574] : INFO : Epoch 1543 | loss: 0.0311578 | val_loss: 0.0311808 | Time: 1274.59 ms [2021-11-08 15:01:44 main:574] : INFO : Epoch 1544 | loss: 0.0311578 | val_loss: 0.0311859 | Time: 1235.47 ms [2021-11-08 15:01:46 main:574] : INFO : Epoch 1545 | loss: 0.0311584 | val_loss: 0.0311832 | Time: 1288.66 ms [2021-11-08 15:01:47 main:574] : INFO : Epoch 1546 | loss: 0.0311566 | val_loss: 0.0311835 | Time: 1256.28 ms [2021-11-08 15:01:48 main:574] : INFO : Epoch 1547 | loss: 0.0311649 | val_loss: 0.0311787 | Time: 1240.96 ms [2021-11-08 15:01:50 main:574] : INFO : Epoch 1548 | loss: 0.0311701 | val_loss: 0.031181 | Time: 1312.57 ms [2021-11-08 15:01:51 main:574] : INFO : Epoch 1549 | loss: 0.0311671 | val_loss: 0.0311784 | Time: 1264.19 ms [2021-11-08 15:01:52 main:574] : INFO : Epoch 1550 | loss: 0.0311679 | val_loss: 0.0311789 | Time: 1250.8 ms [2021-11-08 15:01:54 main:574] : INFO : Epoch 1551 | loss: 0.0311672 | val_loss: 0.0311826 | Time: 1308.65 ms [2021-11-08 15:01:55 main:574] : INFO : Epoch 1552 | loss: 0.0311682 | val_loss: 0.0311828 | Time: 1248.13 ms [2021-11-08 15:01:56 main:574] : INFO : Epoch 1553 | loss: 0.0311757 | val_loss: 0.0311833 | Time: 1231.45 ms [2021-11-08 15:01:58 main:574] : INFO : Epoch 1554 | loss: 0.0311729 | val_loss: 0.0311817 | Time: 1306.63 ms [2021-11-08 15:01:59 main:574] : INFO : Epoch 1555 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 1374.97 ms [2021-11-08 15:02:01 main:574] : INFO : Epoch 1556 | loss: 0.0311697 | val_loss: 0.0311798 | Time: 1237.08 ms [2021-11-08 15:02:02 main:574] : INFO : Epoch 1557 | loss: 0.0311679 | val_loss: 0.0311793 | Time: 1291.4 ms [2021-11-08 15:02:03 main:574] : INFO : Epoch 1558 | loss: 0.0311669 | val_loss: 0.0311837 | Time: 1283.11 ms [2021-11-08 15:02:05 main:574] : INFO : Epoch 1559 | loss: 0.031168 | val_loss: 0.0311785 | Time: 1235.96 ms [2021-11-08 15:02:06 main:574] : INFO : Epoch 1560 | loss: 0.0311668 | val_loss: 0.0311799 | Time: 1317.67 ms [2021-11-08 15:02:07 main:574] : INFO : Epoch 1561 | loss: 0.0311655 | val_loss: 0.0311786 | Time: 1257.67 ms [2021-11-08 15:02:09 main:574] : INFO : Epoch 1562 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 1243.89 ms [2021-11-08 15:02:10 main:574] : INFO : Epoch 1563 | loss: 0.0311644 | val_loss: 0.0311802 | Time: 1317.04 ms [2021-11-08 15:02:11 main:574] : INFO : Epoch 1564 | loss: 0.0311646 | val_loss: 0.0311818 | Time: 1282.96 ms [2021-11-08 15:02:13 main:574] : INFO : Epoch 1565 | loss: 0.0311639 | val_loss: 0.0311853 | Time: 1235.09 ms [2021-11-08 15:02:14 main:574] : INFO : Epoch 1566 | loss: 0.031163 | val_loss: 0.0311841 | Time: 1300.21 ms [2021-11-08 15:02:15 main:574] : INFO : Epoch 1567 | loss: 0.0311633 | val_loss: 0.0311851 | Time: 1222.83 ms [2021-11-08 15:02:17 main:574] : INFO : Epoch 1568 | loss: 0.031163 | val_loss: 0.0311807 | Time: 1256.88 ms [2021-11-08 15:02:18 main:574] : INFO : Epoch 1569 | loss: 0.0311641 | val_loss: 0.0311801 | Time: 1321.56 ms [2021-11-08 15:02:19 main:574] : INFO : Epoch 1570 | loss: 0.0311647 | val_loss: 0.0311819 | Time: 1202.68 ms [2021-11-08 15:02:21 main:574] : INFO : Epoch 1571 | loss: 0.0311627 | val_loss: 0.0311811 | Time: 1196.41 ms [2021-11-08 15:02:22 main:574] : INFO : Epoch 1572 | loss: 0.0311613 | val_loss: 0.0311827 | Time: 1316.82 ms [2021-11-08 15:02:24 main:574] : INFO : Epoch 1573 | loss: 0.0311613 | val_loss: 0.0311794 | Time: 1266.4 ms [2021-11-08 15:02:25 main:574] : INFO : Epoch 1574 | loss: 0.0311624 | val_loss: 0.0311879 | Time: 1203.2 ms [2021-11-08 15:02:26 main:574] : INFO : Epoch 1575 | loss: 0.0311659 | val_loss: 0.0311855 | Time: 1205.76 ms [2021-11-08 15:02:27 main:574] : INFO : Epoch 1576 | loss: 0.0311657 | val_loss: 0.0311819 | Time: 1241.14 ms [2021-11-08 15:02:29 main:574] : INFO : Epoch 1577 | loss: 0.0311635 | val_loss: 0.0311804 | Time: 1244.97 ms [2021-11-08 15:02:30 main:574] : INFO : Epoch 1578 | loss: 0.0311626 | val_loss: 0.0311826 | Time: 1229.19 ms [2021-11-08 15:02:31 main:574] : INFO : Epoch 1579 | loss: 0.0311614 | val_loss: 0.0311855 | Time: 1256.1 ms [2021-11-08 15:02:33 main:574] : INFO : Epoch 1580 | loss: 0.0311619 | val_loss: 0.0311819 | Time: 1215.83 ms [2021-11-08 15:02:34 main:574] : INFO : Epoch 1581 | loss: 0.0311618 | val_loss: 0.0311822 | Time: 1232.83 ms [2021-11-08 15:02:35 main:574] : INFO : Epoch 1582 | loss: 0.0311626 | val_loss: 0.031181 | Time: 1237.41 ms [2021-11-08 15:02:37 main:574] : INFO : Epoch 1583 | loss: 0.0311623 | val_loss: 0.0311831 | Time: 1213.33 ms [2021-11-08 15:02:38 main:574] : INFO : Epoch 1584 | loss: 0.0311618 | val_loss: 0.0311824 | Time: 1242.6 ms [2021-11-08 15:02:39 main:574] : INFO : Epoch 1585 | loss: 0.0311608 | val_loss: 0.0311815 | Time: 1229.22 ms [2021-11-08 15:02:41 main:574] : INFO : Epoch 1586 | loss: 0.0311619 | val_loss: 0.0311833 | Time: 1214.68 ms [2021-11-08 15:02:42 main:574] : INFO : Epoch 1587 | loss: 0.0311636 | val_loss: 0.0311825 | Time: 1240.1 ms [2021-11-08 15:02:43 main:574] : INFO : Epoch 1588 | loss: 0.0311663 | val_loss: 0.031187 | Time: 1233.11 ms [2021-11-08 15:02:44 main:574] : INFO : Epoch 1589 | loss: 0.0311623 | val_loss: 0.0311891 | Time: 1238.87 ms [2021-11-08 15:02:46 main:574] : INFO : Epoch 1590 | loss: 0.0311617 | val_loss: 0.0311828 | Time: 1236.1 ms [2021-11-08 15:02:47 main:574] : INFO : Epoch 1591 | loss: 0.0311584 | val_loss: 0.0311821 | Time: 1224.26 ms [2021-11-08 15:02:48 main:574] : INFO : Epoch 1592 | loss: 0.0311621 | val_loss: 0.0311807 | Time: 1228.62 ms [2021-11-08 15:02:50 main:574] : INFO : Epoch 1593 | loss: 0.0311622 | val_loss: 0.0311834 | Time: 1239.24 ms [2021-11-08 15:02:51 main:574] : INFO : Epoch 1594 | loss: 0.0311633 | val_loss: 0.0311856 | Time: 1212.71 ms [2021-11-08 15:02:52 main:574] : INFO : Epoch 1595 | loss: 0.0311653 | val_loss: 0.0311865 | Time: 1227.58 ms [2021-11-08 15:02:54 main:574] : INFO : Epoch 1596 | loss: 0.0311694 | val_loss: 0.0311799 | Time: 1237.11 ms [2021-11-08 15:02:55 main:574] : INFO : Epoch 1597 | loss: 0.0311704 | val_loss: 0.0311821 | Time: 1210.71 ms [2021-11-08 15:02:56 main:574] : INFO : Epoch 1598 | loss: 0.0311691 | val_loss: 0.0311784 | Time: 1258.21 ms [2021-11-08 15:02:58 main:574] : INFO : Epoch 1599 | loss: 0.0311661 | val_loss: 0.0311796 | Time: 1233.47 ms [2021-11-08 15:02:59 main:574] : INFO : Epoch 1600 | loss: 0.0311657 | val_loss: 0.03118 | Time: 1211.96 ms [2021-11-08 15:03:00 main:574] : INFO : Epoch 1601 | loss: 0.0311669 | val_loss: 0.0311776 | Time: 1265.22 ms [2021-11-08 15:03:02 main:574] : INFO : Epoch 1602 | loss: 0.0311658 | val_loss: 0.0311827 | Time: 1235.56 ms [2021-11-08 15:03:03 main:574] : INFO : Epoch 1603 | loss: 0.0311655 | val_loss: 0.031178 | Time: 1218.68 ms [2021-11-08 15:03:04 main:574] : INFO : Epoch 1604 | loss: 0.0311644 | val_loss: 0.0311846 | Time: 1247.77 ms [2021-11-08 15:03:05 main:574] : INFO : Epoch 1605 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 1230.39 ms [2021-11-08 15:03:07 main:574] : INFO : Epoch 1606 | loss: 0.0311624 | val_loss: 0.0311799 | Time: 1223.58 ms [2021-11-08 15:03:08 main:574] : INFO : Epoch 1607 | loss: 0.031163 | val_loss: 0.0311829 | Time: 1253.24 ms [2021-11-08 15:03:09 main:574] : INFO : Epoch 1608 | loss: 0.0311612 | val_loss: 0.0311811 | Time: 1211.76 ms [2021-11-08 15:03:11 main:574] : INFO : Epoch 1609 | loss: 0.0311606 | val_loss: 0.0311804 | Time: 1242.92 ms [2021-11-08 15:03:12 main:574] : INFO : Epoch 1610 | loss: 0.03116 | val_loss: 0.0311803 | Time: 1238.14 ms [2021-11-08 15:03:13 main:574] : INFO : Epoch 1611 | loss: 0.0311609 | val_loss: 0.0311815 | Time: 1219.94 ms [2021-11-08 15:03:15 main:574] : INFO : Epoch 1612 | loss: 0.0311625 | val_loss: 0.0311836 | Time: 1240.91 ms [2021-11-08 15:03:16 main:574] : INFO : Epoch 1613 | loss: 0.0311578 | val_loss: 0.0311804 | Time: 1222.18 ms [2021-11-08 15:03:17 main:574] : INFO : Epoch 1614 | loss: 0.0311586 | val_loss: 0.0311832 | Time: 1222.13 ms [2021-11-08 15:03:19 main:574] : INFO : Epoch 1615 | loss: 0.0311601 | val_loss: 0.0311823 | Time: 1241.41 ms [2021-11-08 15:03:20 main:574] : INFO : Epoch 1616 | loss: 0.031159 | val_loss: 0.031183 | Time: 1231.45 ms [2021-11-08 15:03:21 main:574] : INFO : Epoch 1617 | loss: 0.0311575 | val_loss: 0.0311851 | Time: 1222.14 ms [2021-11-08 15:03:23 main:574] : INFO : Epoch 1618 | loss: 0.031159 | val_loss: 0.0311841 | Time: 1248.65 ms [2021-11-08 15:03:24 main:574] : INFO : Epoch 1619 | loss: 0.0311577 | val_loss: 0.0311867 | Time: 1227.72 ms [2021-11-08 15:03:25 main:574] : INFO : Epoch 1620 | loss: 0.0311575 | val_loss: 0.0311876 | Time: 1235.24 ms [2021-11-08 15:03:26 main:574] : INFO : Epoch 1621 | loss: 0.0311583 | val_loss: 0.0311839 | Time: 1244.81 ms [2021-11-08 15:03:28 main:574] : INFO : Epoch 1622 | loss: 0.0311557 | val_loss: 0.0311862 | Time: 1217.85 ms [2021-11-08 15:03:29 main:574] : INFO : Epoch 1623 | loss: 0.0311574 | val_loss: 0.0311811 | Time: 1230.02 ms [2021-11-08 15:03:30 main:574] : INFO : Epoch 1624 | loss: 0.0311558 | val_loss: 0.0311812 | Time: 1235.95 ms [2021-11-08 15:03:32 main:574] : INFO : Epoch 1625 | loss: 0.0311636 | val_loss: 0.0311868 | Time: 1271.25 ms [2021-11-08 15:03:33 main:574] : INFO : Epoch 1626 | loss: 0.0311598 | val_loss: 0.0311892 | Time: 1240.76 ms [2021-11-08 15:03:34 main:574] : INFO : Epoch 1627 | loss: 0.0311579 | val_loss: 0.0311832 | Time: 1206.92 ms [2021-11-08 15:03:36 main:574] : INFO : Epoch 1628 | loss: 0.0311565 | val_loss: 0.0311841 | Time: 1203.67 ms [2021-11-08 15:03:37 main:574] : INFO : Epoch 1629 | loss: 0.0311546 | val_loss: 0.031184 | Time: 1250.24 ms [2021-11-08 15:03:38 main:574] : INFO : Epoch 1630 | loss: 0.0311547 | val_loss: 0.0311852 | Time: 1224.33 ms [2021-11-08 15:03:39 main:574] : INFO : Epoch 1631 | loss: 0.0311547 | val_loss: 0.0311831 | Time: 1205.57 ms [2021-11-08 15:03:41 main:574] : INFO : Epoch 1632 | loss: 0.0311537 | val_loss: 0.0311861 | Time: 1210.59 ms [2021-11-08 15:03:42 main:574] : INFO : Epoch 1633 | loss: 0.0311567 | val_loss: 0.0311858 | Time: 1253.92 ms [2021-11-08 15:03:43 main:574] : INFO : Epoch 1634 | loss: 0.0311548 | val_loss: 0.0311822 | Time: 1263.43 ms [2021-11-08 15:03:45 main:574] : INFO : Epoch 1635 | loss: 0.0311546 | val_loss: 0.0311869 | Time: 1219.19 ms [2021-11-08 15:03:46 main:574] : INFO : Epoch 1636 | loss: 0.0311533 | val_loss: 0.0311809 | Time: 1257.76 ms [2021-11-08 15:03:47 main:574] : INFO : Epoch 1637 | loss: 0.0311544 | val_loss: 0.0311854 | Time: 1232.7 ms [2021-11-08 15:03:49 main:574] : INFO : Epoch 1638 | loss: 0.0311543 | val_loss: 0.0311827 | Time: 1215.81 ms [2021-11-08 15:03:50 main:574] : INFO : Epoch 1639 | loss: 0.0311529 | val_loss: 0.0311865 | Time: 1253.14 ms [2021-11-08 15:03:51 main:574] : INFO : Epoch 1640 | loss: 0.0311544 | val_loss: 0.0311849 | Time: 1221.33 ms [2021-11-08 15:03:53 main:574] : INFO : Epoch 1641 | loss: 0.0311534 | val_loss: 0.0311869 | Time: 1235.1 ms [2021-11-08 15:03:54 main:574] : INFO : Epoch 1642 | loss: 0.0311542 | val_loss: 0.0311845 | Time: 1252.89 ms [2021-11-08 15:03:55 main:574] : INFO : Epoch 1643 | loss: 0.0311524 | val_loss: 0.031183 | Time: 1211.34 ms [2021-11-08 15:03:57 main:574] : INFO : Epoch 1644 | loss: 0.0311561 | val_loss: 0.0311801 | Time: 1257.4 ms [2021-11-08 15:03:58 main:574] : INFO : Epoch 1645 | loss: 0.031156 | val_loss: 0.0311864 | Time: 1233.42 ms [2021-11-08 15:03:59 main:574] : INFO : Epoch 1646 | loss: 0.0311553 | val_loss: 0.0311858 | Time: 1217.84 ms [2021-11-08 15:04:00 main:574] : INFO : Epoch 1647 | loss: 0.031154 | val_loss: 0.0311825 | Time: 1263.86 ms [2021-11-08 15:04:02 main:574] : INFO : Epoch 1648 | loss: 0.0311525 | val_loss: 0.0311853 | Time: 1234.45 ms [2021-11-08 15:04:03 main:574] : INFO : Epoch 1649 | loss: 0.031155 | val_loss: 0.0311847 | Time: 1221.84 ms [2021-11-08 15:04:04 main:574] : INFO : Epoch 1650 | loss: 0.0311549 | val_loss: 0.0311885 | Time: 1249.05 ms [2021-11-08 15:04:06 main:574] : INFO : Epoch 1651 | loss: 0.0311544 | val_loss: 0.0311877 | Time: 1216.86 ms [2021-11-08 15:04:07 main:574] : INFO : Epoch 1652 | loss: 0.0311543 | val_loss: 0.0311848 | Time: 1219.9 ms [2021-11-08 15:04:08 main:574] : INFO : Epoch 1653 | loss: 0.0311543 | val_loss: 0.0311882 | Time: 1250.55 ms [2021-11-08 15:04:10 main:574] : INFO : Epoch 1654 | loss: 0.031154 | val_loss: 0.0311805 | Time: 1215.78 ms [2021-11-08 15:04:11 main:574] : INFO : Epoch 1655 | loss: 0.0311528 | val_loss: 0.0311927 | Time: 1230.5 ms [2021-11-08 15:04:12 main:574] : INFO : Epoch 1656 | loss: 0.0311586 | val_loss: 0.0311895 | Time: 1245.69 ms [2021-11-08 15:04:14 main:574] : INFO : Epoch 1657 | loss: 0.0311556 | val_loss: 0.0311877 | Time: 1215.56 ms [2021-11-08 15:04:15 main:574] : INFO : Epoch 1658 | loss: 0.031154 | val_loss: 0.0311992 | Time: 1236.43 ms [2021-11-08 15:04:16 main:574] : INFO : Epoch 1659 | loss: 0.0311602 | val_loss: 0.0311821 | Time: 1237.38 ms [2021-11-08 15:04:18 main:574] : INFO : Epoch 1660 | loss: 0.0311605 | val_loss: 0.0311815 | Time: 1221.11 ms [2021-11-08 15:04:19 main:574] : INFO : Epoch 1661 | loss: 0.0311564 | val_loss: 0.031212 | Time: 1237.28 ms [2021-11-08 15:04:20 main:574] : INFO : Epoch 1662 | loss: 0.0311575 | val_loss: 0.0311843 | Time: 1228.33 ms [2021-11-08 15:04:21 main:574] : INFO : Epoch 1663 | loss: 0.0311619 | val_loss: 0.0311822 | Time: 1220.81 ms [2021-11-08 15:04:23 main:574] : INFO : Epoch 1664 | loss: 0.0311664 | val_loss: 0.0311829 | Time: 1246.53 ms [2021-11-08 15:04:24 main:574] : INFO : Epoch 1665 | loss: 0.0311635 | val_loss: 0.031184 | Time: 1237.03 ms [2021-11-08 15:04:25 main:574] : INFO : Epoch 1666 | loss: 0.0311624 | val_loss: 0.0311814 | Time: 1223.03 ms [2021-11-08 15:04:27 main:574] : INFO : Epoch 1667 | loss: 0.031162 | val_loss: 0.0311816 | Time: 1252.15 ms [2021-11-08 15:04:28 main:574] : INFO : Epoch 1668 | loss: 0.0311609 | val_loss: 0.0311885 | Time: 1216.76 ms [2021-11-08 15:04:29 main:574] : INFO : Epoch 1669 | loss: 0.031162 | val_loss: 0.0311821 | Time: 1227.96 ms [2021-11-08 15:04:31 main:574] : INFO : Epoch 1670 | loss: 0.0311629 | val_loss: 0.0312044 | Time: 1236.19 ms [2021-11-08 15:04:32 main:574] : INFO : Epoch 1671 | loss: 0.0311873 | val_loss: 0.0312365 | Time: 1222.95 ms [2021-11-08 15:04:33 main:574] : INFO : Epoch 1672 | loss: 0.031327 | val_loss: 0.0312673 | Time: 1241.48 ms [2021-11-08 15:04:35 main:574] : INFO : Epoch 1673 | loss: 0.0332098 | val_loss: 0.032242 | Time: 1234.7 ms [2021-11-08 15:04:36 main:574] : INFO : Epoch 1674 | loss: 0.0315444 | val_loss: 0.0313497 | Time: 1215.15 ms [2021-11-08 15:04:37 main:574] : INFO : Epoch 1675 | loss: 0.0312874 | val_loss: 0.0312607 | Time: 1252.39 ms [2021-11-08 15:04:38 main:574] : INFO : Epoch 1676 | loss: 0.0312511 | val_loss: 0.0312426 | Time: 1221.38 ms [2021-11-08 15:04:40 main:574] : INFO : Epoch 1677 | loss: 0.0312359 | val_loss: 0.0312284 | Time: 1234.24 ms [2021-11-08 15:04:41 main:574] : INFO : Epoch 1678 | loss: 0.0312221 | val_loss: 0.0312133 | Time: 1246.86 ms [2021-11-08 15:04:42 main:574] : INFO : Epoch 1679 | loss: 0.0312087 | val_loss: 0.0312002 | Time: 1224.37 ms [2021-11-08 15:04:44 main:574] : INFO : Epoch 1680 | loss: 0.0312016 | val_loss: 0.0311966 | Time: 1233.51 ms [2021-11-08 15:04:45 main:574] : INFO : Epoch 1681 | loss: 0.0311981 | val_loss: 0.0311947 | Time: 1241.77 ms [2021-11-08 15:04:46 main:574] : INFO : Epoch 1682 | loss: 0.0311965 | val_loss: 0.0311957 | Time: 1210.24 ms [2021-11-08 15:04:48 main:574] : INFO : Epoch 1683 | loss: 0.0311951 | val_loss: 0.0311911 | Time: 1262.06 ms [2021-11-08 15:04:49 main:574] : INFO : Epoch 1684 | loss: 0.0311931 | val_loss: 0.0311994 | Time: 1245.8 ms [2021-11-08 15:04:50 main:574] : INFO : Epoch 1685 | loss: 0.0311928 | val_loss: 0.0311898 | Time: 1218.48 ms [2021-11-08 15:04:52 main:574] : INFO : Epoch 1686 | loss: 0.0311917 | val_loss: 0.0311908 | Time: 1263.85 ms [2021-11-08 15:04:53 main:574] : INFO : Epoch 1687 | loss: 0.0311914 | val_loss: 0.0311903 | Time: 1258.06 ms [2021-11-08 15:04:54 main:574] : INFO : Epoch 1688 | loss: 0.0311899 | val_loss: 0.0311891 | Time: 1217.37 ms [2021-11-08 15:04:56 main:574] : INFO : Epoch 1689 | loss: 0.0311909 | val_loss: 0.031196 | Time: 1205.44 ms [2021-11-08 15:04:57 main:574] : INFO : Epoch 1690 | loss: 0.0311893 | val_loss: 0.0311864 | Time: 1207.9 ms [2021-11-08 15:04:58 main:574] : INFO : Epoch 1691 | loss: 0.0311861 | val_loss: 0.031185 | Time: 1238.68 ms [2021-11-08 15:05:00 main:574] : INFO : Epoch 1692 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 1212.67 ms [2021-11-08 15:05:01 main:574] : INFO : Epoch 1693 | loss: 0.0311772 | val_loss: 0.0311839 | Time: 1273.51 ms [2021-11-08 15:05:02 main:574] : INFO : Epoch 1694 | loss: 0.0311759 | val_loss: 0.03118 | Time: 1232.29 ms [2021-11-08 15:05:03 main:574] : INFO : Epoch 1695 | loss: 0.031177 | val_loss: 0.0311871 | Time: 1217.15 ms [2021-11-08 15:05:05 main:574] : INFO : Epoch 1696 | loss: 0.0311786 | val_loss: 0.0311846 | Time: 1241.41 ms [2021-11-08 15:05:06 main:574] : INFO : Epoch 1697 | loss: 0.0311753 | val_loss: 0.0311812 | Time: 1236.93 ms [2021-11-08 15:05:07 main:574] : INFO : Epoch 1698 | loss: 0.0311756 | val_loss: 0.0311798 | Time: 1218.53 ms [2021-11-08 15:05:09 main:574] : INFO : Epoch 1699 | loss: 0.0311758 | val_loss: 0.0311817 | Time: 1239.28 ms [2021-11-08 15:05:10 main:574] : INFO : Epoch 1700 | loss: 0.0311737 | val_loss: 0.0311785 | Time: 1220.09 ms [2021-11-08 15:05:11 main:574] : INFO : Epoch 1701 | loss: 0.03117 | val_loss: 0.0311754 | Time: 1226.95 ms [2021-11-08 15:05:13 main:574] : INFO : Epoch 1702 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 1240.22 ms [2021-11-08 15:05:14 main:574] : INFO : Epoch 1703 | loss: 0.031168 | val_loss: 0.0311806 | Time: 1216.17 ms [2021-11-08 15:05:15 main:574] : INFO : Epoch 1704 | loss: 0.0311693 | val_loss: 0.0311807 | Time: 1232.17 ms [2021-11-08 15:05:17 main:574] : INFO : Epoch 1705 | loss: 0.0311679 | val_loss: 0.0311768 | Time: 1243.21 ms [2021-11-08 15:05:18 main:574] : INFO : Epoch 1706 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 1216.53 ms [2021-11-08 15:05:19 main:574] : INFO : Epoch 1707 | loss: 0.0311654 | val_loss: 0.0311779 | Time: 1237.07 ms [2021-11-08 15:05:20 main:574] : INFO : Epoch 1708 | loss: 0.0311639 | val_loss: 0.0311797 | Time: 1239.24 ms [2021-11-08 15:05:22 main:574] : INFO : Epoch 1709 | loss: 0.0311636 | val_loss: 0.0311764 | Time: 1216.77 ms [2021-11-08 15:05:23 main:574] : INFO : Epoch 1710 | loss: 0.0311629 | val_loss: 0.0311779 | Time: 1244.11 ms [2021-11-08 15:05:24 main:574] : INFO : Epoch 1711 | loss: 0.0311632 | val_loss: 0.0311762 | Time: 1225.14 ms [2021-11-08 15:05:26 main:574] : INFO : Epoch 1712 | loss: 0.0311648 | val_loss: 0.031181 | Time: 1219.32 ms [2021-11-08 15:05:27 main:574] : INFO : Epoch 1713 | loss: 0.0311658 | val_loss: 0.0311816 | Time: 1243.24 ms [2021-11-08 15:05:28 main:574] : INFO : Epoch 1714 | loss: 0.0311632 | val_loss: 0.0311798 | Time: 1225.15 ms [2021-11-08 15:05:30 main:574] : INFO : Epoch 1715 | loss: 0.0311621 | val_loss: 0.0311775 | Time: 1224.4 ms [2021-11-08 15:05:31 main:574] : INFO : Epoch 1716 | loss: 0.0311601 | val_loss: 0.0311787 | Time: 1239.36 ms [2021-11-08 15:05:32 main:574] : INFO : Epoch 1717 | loss: 0.031161 | val_loss: 0.0311796 | Time: 1213.26 ms [2021-11-08 15:05:34 main:574] : INFO : Epoch 1718 | loss: 0.0311606 | val_loss: 0.0311792 | Time: 1253.53 ms [2021-11-08 15:05:35 main:574] : INFO : Epoch 1719 | loss: 0.0311608 | val_loss: 0.0311818 | Time: 1231.44 ms [2021-11-08 15:05:36 main:574] : INFO : Epoch 1720 | loss: 0.0311605 | val_loss: 0.0311803 | Time: 1215.39 ms [2021-11-08 15:05:37 main:574] : INFO : Epoch 1721 | loss: 0.0311617 | val_loss: 0.0311798 | Time: 1246.12 ms [2021-11-08 15:05:39 main:574] : INFO : Epoch 1722 | loss: 0.0311593 | val_loss: 0.0311808 | Time: 1230.81 ms [2021-11-08 15:05:40 main:574] : INFO : Epoch 1723 | loss: 0.031159 | val_loss: 0.0311816 | Time: 1227.94 ms [2021-11-08 15:05:41 main:574] : INFO : Epoch 1724 | loss: 0.0311611 | val_loss: 0.0311823 | Time: 1246.56 ms [2021-11-08 15:05:43 main:574] : INFO : Epoch 1725 | loss: 0.0311624 | val_loss: 0.0311884 | Time: 1223.88 ms [2021-11-08 15:05:44 main:574] : INFO : Epoch 1726 | loss: 0.0311605 | val_loss: 0.0311811 | Time: 1233.92 ms [2021-11-08 15:05:45 main:574] : INFO : Epoch 1727 | loss: 0.0311618 | val_loss: 0.0311795 | Time: 1247.36 ms [2021-11-08 15:05:47 main:574] : INFO : Epoch 1728 | loss: 0.0311649 | val_loss: 0.0311828 | Time: 1216.16 ms [2021-11-08 15:05:48 main:574] : INFO : Epoch 1729 | loss: 0.0311689 | val_loss: 0.0311813 | Time: 1231 ms [2021-11-08 15:05:49 main:574] : INFO : Epoch 1730 | loss: 0.0311675 | val_loss: 0.0311808 | Time: 1233.11 ms [2021-11-08 15:05:51 main:574] : INFO : Epoch 1731 | loss: 0.0311657 | val_loss: 0.0311824 | Time: 1221.62 ms [2021-11-08 15:05:52 main:574] : INFO : Epoch 1732 | loss: 0.0311636 | val_loss: 0.0311798 | Time: 1245.71 ms [2021-11-08 15:05:53 main:574] : INFO : Epoch 1733 | loss: 0.0311623 | val_loss: 0.031182 | Time: 1239.07 ms [2021-11-08 15:05:55 main:574] : INFO : Epoch 1734 | loss: 0.031162 | val_loss: 0.0311802 | Time: 1248.17 ms [2021-11-08 15:05:56 main:574] : INFO : Epoch 1735 | loss: 0.0311626 | val_loss: 0.0311812 | Time: 1243.18 ms [2021-11-08 15:05:57 main:574] : INFO : Epoch 1736 | loss: 0.0311673 | val_loss: 0.0311832 | Time: 1222.82 ms [2021-11-08 15:05:59 main:574] : INFO : Epoch 1737 | loss: 0.0311652 | val_loss: 0.0311803 | Time: 1221.24 ms [2021-11-08 15:06:00 main:574] : INFO : Epoch 1738 | loss: 0.0311648 | val_loss: 0.0311845 | Time: 1251.56 ms [2021-11-08 15:06:01 main:574] : INFO : Epoch 1739 | loss: 0.0311621 | val_loss: 0.0311802 | Time: 1281.27 ms [2021-11-08 15:06:02 main:574] : INFO : Epoch 1740 | loss: 0.0311612 | val_loss: 0.0311826 | Time: 1223.27 ms [2021-11-08 15:06:04 main:574] : INFO : Epoch 1741 | loss: 0.0311617 | val_loss: 0.0311834 | Time: 1247.43 ms [2021-11-08 15:06:05 main:574] : INFO : Epoch 1742 | loss: 0.0311612 | val_loss: 0.0311839 | Time: 1205.42 ms [2021-11-08 15:06:06 main:574] : INFO : Epoch 1743 | loss: 0.0311597 | val_loss: 0.0311888 | Time: 1222.75 ms [2021-11-08 15:06:08 main:574] : INFO : Epoch 1744 | loss: 0.0311582 | val_loss: 0.0311856 | Time: 1229.49 ms [2021-11-08 15:06:09 main:574] : INFO : Epoch 1745 | loss: 0.0311581 | val_loss: 0.0311868 | Time: 1242.88 ms [2021-11-08 15:06:10 main:574] : INFO : Epoch 1746 | loss: 0.0311589 | val_loss: 0.0311896 | Time: 1227.68 ms [2021-11-08 15:06:12 main:574] : INFO : Epoch 1747 | loss: 0.0311606 | val_loss: 0.0311888 | Time: 1232.62 ms [2021-11-08 15:06:13 main:574] : INFO : Epoch 1748 | loss: 0.0311615 | val_loss: 0.0311913 | Time: 1246.95 ms [2021-11-08 15:06:14 main:574] : INFO : Epoch 1749 | loss: 0.0311588 | val_loss: 0.0311836 | Time: 1216.2 ms [2021-11-08 15:06:16 main:574] : INFO : Epoch 1750 | loss: 0.0311585 | val_loss: 0.0311817 | Time: 1240.24 ms [2021-11-08 15:06:17 main:574] : INFO : Epoch 1751 | loss: 0.0311581 | val_loss: 0.0311828 | Time: 1236.73 ms [2021-11-08 15:06:18 main:574] : INFO : Epoch 1752 | loss: 0.0311586 | val_loss: 0.0311873 | Time: 1221.19 ms [2021-11-08 15:06:19 main:574] : INFO : Epoch 1753 | loss: 0.0311574 | val_loss: 0.031186 | Time: 1239.16 ms [2021-11-08 15:06:21 main:574] : INFO : Epoch 1754 | loss: 0.0311565 | val_loss: 0.0311875 | Time: 1227.21 ms [2021-11-08 15:06:22 main:574] : INFO : Epoch 1755 | loss: 0.0311549 | val_loss: 0.0311835 | Time: 1223.85 ms [2021-11-08 15:06:23 main:574] : INFO : Epoch 1756 | loss: 0.031155 | val_loss: 0.0311851 | Time: 1259.12 ms [2021-11-08 15:06:25 main:574] : INFO : Epoch 1757 | loss: 0.0311551 | val_loss: 0.0311862 | Time: 1237.53 ms [2021-11-08 15:06:26 main:574] : INFO : Epoch 1758 | loss: 0.0311557 | val_loss: 0.0311876 | Time: 1227.51 ms [2021-11-08 15:06:27 main:574] : INFO : Epoch 1759 | loss: 0.0311563 | val_loss: 0.0311965 | Time: 1250.07 ms [2021-11-08 15:06:29 main:574] : INFO : Epoch 1760 | loss: 0.0311576 | val_loss: 0.0311935 | Time: 1216.87 ms [2021-11-08 15:06:30 main:574] : INFO : Epoch 1761 | loss: 0.0311553 | val_loss: 0.031191 | Time: 1235.02 ms [2021-11-08 15:06:31 main:574] : INFO : Epoch 1762 | loss: 0.0311536 | val_loss: 0.0311856 | Time: 1244.59 ms [2021-11-08 15:06:33 main:574] : INFO : Epoch 1763 | loss: 0.0311588 | val_loss: 0.0312022 | Time: 1220.77 ms [2021-11-08 15:06:34 main:574] : INFO : Epoch 1764 | loss: 0.0311596 | val_loss: 0.0312047 | Time: 1269.12 ms [2021-11-08 15:06:35 main:574] : INFO : Epoch 1765 | loss: 0.0311594 | val_loss: 0.0311884 | Time: 1228.92 ms [2021-11-08 15:06:37 main:574] : INFO : Epoch 1766 | loss: 0.0311591 | val_loss: 0.0311926 | Time: 1216.93 ms [2021-11-08 15:06:38 main:574] : INFO : Epoch 1767 | loss: 0.0311607 | val_loss: 0.0311852 | Time: 1243.73 ms [2021-11-08 15:06:39 main:574] : INFO : Epoch 1768 | loss: 0.0311772 | val_loss: 0.0312003 | Time: 1229.14 ms [2021-11-08 15:06:40 main:574] : INFO : Epoch 1769 | loss: 0.0311956 | val_loss: 0.031199 | Time: 1220.26 ms [2021-11-08 15:06:42 main:574] : INFO : Epoch 1770 | loss: 0.0311924 | val_loss: 0.0311972 | Time: 1241.51 ms [2021-11-08 15:06:43 main:574] : INFO : Epoch 1771 | loss: 0.0311917 | val_loss: 0.0311972 | Time: 1229.93 ms [2021-11-08 15:06:44 main:574] : INFO : Epoch 1772 | loss: 0.031187 | val_loss: 0.0311892 | Time: 1228.41 ms [2021-11-08 15:06:46 main:574] : INFO : Epoch 1773 | loss: 0.0311832 | val_loss: 0.0311873 | Time: 1254.64 ms [2021-11-08 15:06:47 main:574] : INFO : Epoch 1774 | loss: 0.0311806 | val_loss: 0.0311858 | Time: 1222.37 ms [2021-11-08 15:06:48 main:574] : INFO : Epoch 1775 | loss: 0.0311788 | val_loss: 0.0311853 | Time: 1232.21 ms [2021-11-08 15:06:50 main:574] : INFO : Epoch 1776 | loss: 0.0311776 | val_loss: 0.0311856 | Time: 1235.89 ms [2021-11-08 15:06:51 main:574] : INFO : Epoch 1777 | loss: 0.031177 | val_loss: 0.0311854 | Time: 1220.27 ms [2021-11-08 15:06:52 main:574] : INFO : Epoch 1778 | loss: 0.0311758 | val_loss: 0.0311847 | Time: 1250.08 ms [2021-11-08 15:06:54 main:574] : INFO : Epoch 1779 | loss: 0.0311741 | val_loss: 0.0311842 | Time: 1239.66 ms [2021-11-08 15:06:55 main:574] : INFO : Epoch 1780 | loss: 0.0311736 | val_loss: 0.0311845 | Time: 1223.66 ms [2021-11-08 15:06:56 main:574] : INFO : Epoch 1781 | loss: 0.0311721 | val_loss: 0.0311846 | Time: 1248.17 ms [2021-11-08 15:06:58 main:574] : INFO : Epoch 1782 | loss: 0.0311732 | val_loss: 0.0311905 | Time: 1227.62 ms [2021-11-08 15:06:59 main:574] : INFO : Epoch 1783 | loss: 0.0311751 | val_loss: 0.031186 | Time: 1216.26 ms [2021-11-08 15:07:00 main:574] : INFO : Epoch 1784 | loss: 0.0311729 | val_loss: 0.0311865 | Time: 1274.92 ms [2021-11-08 15:07:01 main:574] : INFO : Epoch 1785 | loss: 0.031171 | val_loss: 0.0311836 | Time: 1227.26 ms [2021-11-08 15:07:03 main:574] : INFO : Epoch 1786 | loss: 0.0311699 | val_loss: 0.0311856 | Time: 1221.38 ms [2021-11-08 15:07:04 main:574] : INFO : Epoch 1787 | loss: 0.0311696 | val_loss: 0.0311851 | Time: 1263.91 ms [2021-11-08 15:07:05 main:574] : INFO : Epoch 1788 | loss: 0.0311688 | val_loss: 0.0311844 | Time: 1230.06 ms [2021-11-08 15:07:07 main:574] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.0311852 | Time: 1234.09 ms [2021-11-08 15:07:08 main:574] : INFO : Epoch 1790 | loss: 0.0311716 | val_loss: 0.0311863 | Time: 1245.12 ms [2021-11-08 15:07:09 main:574] : INFO : Epoch 1791 | loss: 0.0311699 | val_loss: 0.0311839 | Time: 1208.59 ms [2021-11-08 15:07:11 main:574] : INFO : Epoch 1792 | loss: 0.0311688 | val_loss: 0.0311861 | Time: 1247.3 ms [2021-11-08 15:07:12 main:574] : INFO : Epoch 1793 | loss: 0.0311713 | val_loss: 0.0311865 | Time: 1235.28 ms [2021-11-08 15:07:13 main:574] : INFO : Epoch 1794 | loss: 0.0311712 | val_loss: 0.0311848 | Time: 1223.74 ms [2021-11-08 15:07:15 main:574] : INFO : Epoch 1795 | loss: 0.0311691 | val_loss: 0.0311848 | Time: 1252.17 ms [2021-11-08 15:07:16 main:574] : INFO : Epoch 1796 | loss: 0.0311707 | val_loss: 0.0311852 | Time: 1231.72 ms [2021-11-08 15:07:17 main:574] : INFO : Epoch 1797 | loss: 0.0311697 | val_loss: 0.0311895 | Time: 1206.33 ms [2021-11-08 15:07:19 main:574] : INFO : Epoch 1798 | loss: 0.0311704 | val_loss: 0.031186 | Time: 1215.64 ms [2021-11-08 15:07:20 main:574] : INFO : Epoch 1799 | loss: 0.0311687 | val_loss: 0.031186 | Time: 1255.66 ms [2021-11-08 15:07:21 main:574] : INFO : Epoch 1800 | loss: 0.0311672 | val_loss: 0.0311883 | Time: 1250.86 ms [2021-11-08 15:07:23 main:574] : INFO : Epoch 1801 | loss: 0.0311656 | val_loss: 0.0311879 | Time: 1213.41 ms [2021-11-08 15:07:24 main:574] : INFO : Epoch 1802 | loss: 0.031164 | val_loss: 0.0311874 | Time: 1267.9 ms [2021-11-08 15:07:25 main:574] : INFO : Epoch 1803 | loss: 0.0311647 | val_loss: 0.0311861 | Time: 1226.33 ms [2021-11-08 15:07:26 main:574] : INFO : Epoch 1804 | loss: 0.0311667 | val_loss: 0.0311851 | Time: 1218.27 ms [2021-11-08 15:07:28 main:574] : INFO : Epoch 1805 | loss: 0.0311661 | val_loss: 0.0311879 | Time: 1252.05 ms [2021-11-08 15:07:29 main:574] : INFO : Epoch 1806 | loss: 0.0311665 | val_loss: 0.0311848 | Time: 1217.03 ms [2021-11-08 15:07:30 main:574] : INFO : Epoch 1807 | loss: 0.0311662 | val_loss: 0.0311874 | Time: 1236 ms [2021-11-08 15:07:32 main:574] : INFO : Epoch 1808 | loss: 0.0311635 | val_loss: 0.0311872 | Time: 1257.22 ms [2021-11-08 15:07:33 main:574] : INFO : Epoch 1809 | loss: 0.0311657 | val_loss: 0.0311862 | Time: 1213.13 ms [2021-11-08 15:07:34 main:574] : INFO : Epoch 1810 | loss: 0.0311631 | val_loss: 0.0311898 | Time: 1245.7 ms [2021-11-08 15:07:36 main:574] : INFO : Epoch 1811 | loss: 0.0311622 | val_loss: 0.0311873 | Time: 1237.09 ms [2021-11-08 15:07:37 main:574] : INFO : Epoch 1812 | loss: 0.0311617 | val_loss: 0.0311872 | Time: 1216.67 ms [2021-11-08 15:07:38 main:574] : INFO : Epoch 1813 | loss: 0.0311629 | val_loss: 0.03119 | Time: 1233.84 ms [2021-11-08 15:07:40 main:574] : INFO : Epoch 1814 | loss: 0.031165 | val_loss: 0.0311888 | Time: 1229.39 ms [2021-11-08 15:07:41 main:574] : INFO : Epoch 1815 | loss: 0.0311625 | val_loss: 0.0311905 | Time: 1217.42 ms [2021-11-08 15:07:42 main:574] : INFO : Epoch 1816 | loss: 0.0311609 | val_loss: 0.031188 | Time: 1244.01 ms [2021-11-08 15:07:44 main:574] : INFO : Epoch 1817 | loss: 0.0311596 | val_loss: 0.0311894 | Time: 1234.47 ms [2021-11-08 15:07:45 main:574] : INFO : Epoch 1818 | loss: 0.0311588 | val_loss: 0.0311895 | Time: 1232.51 ms [2021-11-08 15:07:46 main:574] : INFO : Epoch 1819 | loss: 0.0311597 | val_loss: 0.0311929 | Time: 1244.47 ms [2021-11-08 15:07:47 main:574] : INFO : Epoch 1820 | loss: 0.031159 | val_loss: 0.0311875 | Time: 1225.22 ms [2021-11-08 15:07:49 main:574] : INFO : Epoch 1821 | loss: 0.031158 | val_loss: 0.0311904 | Time: 1235.3 ms [2021-11-08 15:07:50 main:574] : INFO : Epoch 1822 | loss: 0.0311588 | val_loss: 0.031187 | Time: 1244.72 ms [2021-11-08 15:07:51 main:574] : INFO : Epoch 1823 | loss: 0.0311582 | val_loss: 0.0311886 | Time: 1225.42 ms [2021-11-08 15:07:53 main:574] : INFO : Epoch 1824 | loss: 0.0311579 | val_loss: 0.0311914 | Time: 1231.09 ms [2021-11-08 15:07:54 main:574] : INFO : Epoch 1825 | loss: 0.0311578 | val_loss: 0.031189 | Time: 1234.11 ms [2021-11-08 15:07:55 main:574] : INFO : Epoch 1826 | loss: 0.0311578 | val_loss: 0.0311879 | Time: 1223.16 ms [2021-11-08 15:07:57 main:574] : INFO : Epoch 1827 | loss: 0.0311578 | val_loss: 0.0311881 | Time: 1228 ms [2021-11-08 15:07:58 main:574] : INFO : Epoch 1828 | loss: 0.0311591 | val_loss: 0.031196 | Time: 1238.68 ms [2021-11-08 15:07:59 main:574] : INFO : Epoch 1829 | loss: 0.0311604 | val_loss: 0.0311905 | Time: 1225.39 ms [2021-11-08 15:08:01 main:574] : INFO : Epoch 1830 | loss: 0.031159 | val_loss: 0.0311927 | Time: 1254.8 ms [2021-11-08 15:08:02 main:574] : INFO : Epoch 1831 | loss: 0.0311592 | val_loss: 0.0311915 | Time: 1238.35 ms [2021-11-08 15:08:03 main:574] : INFO : Epoch 1832 | loss: 0.0311579 | val_loss: 0.0311876 | Time: 1220.09 ms [2021-11-08 15:08:04 main:574] : INFO : Epoch 1833 | loss: 0.0311565 | val_loss: 0.0311882 | Time: 1262.02 ms [2021-11-08 15:08:06 main:574] : INFO : Epoch 1834 | loss: 0.0311569 | val_loss: 0.0311886 | Time: 1224.2 ms [2021-11-08 15:08:07 main:574] : INFO : Epoch 1835 | loss: 0.0311571 | val_loss: 0.0311852 | Time: 1226.61 ms [2021-11-08 15:08:09 main:574] : INFO : Epoch 1836 | loss: 0.0311571 | val_loss: 0.0311899 | Time: 1241.83 ms [2021-11-08 15:08:10 main:574] : INFO : Epoch 1837 | loss: 0.0311559 | val_loss: 0.0311899 | Time: 1223.91 ms [2021-11-08 15:08:11 main:574] : INFO : Epoch 1838 | loss: 0.0311574 | val_loss: 0.031188 | Time: 1228.69 ms [2021-11-08 15:08:12 main:574] : INFO : Epoch 1839 | loss: 0.0311615 | val_loss: 0.0311879 | Time: 1231.69 ms [2021-11-08 15:08:14 main:574] : INFO : Epoch 1840 | loss: 0.0311611 | val_loss: 0.0311883 | Time: 1214.57 ms [2021-11-08 15:08:15 main:574] : INFO : Epoch 1841 | loss: 0.0311599 | val_loss: 0.0311923 | Time: 1251.05 ms [2021-11-08 15:08:16 main:574] : INFO : Epoch 1842 | loss: 0.0311626 | val_loss: 0.0311922 | Time: 1236.52 ms [2021-11-08 15:08:18 main:574] : INFO : Epoch 1843 | loss: 0.0311577 | val_loss: 0.0311914 | Time: 1219.95 ms [2021-11-08 15:08:19 main:574] : INFO : Epoch 1844 | loss: 0.0311582 | val_loss: 0.0311926 | Time: 1248.2 ms [2021-11-08 15:08:20 main:574] : INFO : Epoch 1845 | loss: 0.0311569 | val_loss: 0.0311883 | Time: 1232.8 ms [2021-11-08 15:08:22 main:574] : INFO : Epoch 1846 | loss: 0.0311554 | val_loss: 0.0311898 | Time: 1219.67 ms [2021-11-08 15:08:23 main:574] : INFO : Epoch 1847 | loss: 0.0311567 | val_loss: 0.0311858 | Time: 1249.83 ms [2021-11-08 15:08:24 main:574] : INFO : Epoch 1848 | loss: 0.0311572 | val_loss: 0.0311874 | Time: 1224.65 ms [2021-11-08 15:08:26 main:574] : INFO : Epoch 1849 | loss: 0.0311581 | val_loss: 0.0311971 | Time: 1236.93 ms [2021-11-08 15:08:27 main:574] : INFO : Epoch 1850 | loss: 0.0311589 | val_loss: 0.0311865 | Time: 1238.99 ms [2021-11-08 15:08:28 main:574] : INFO : Epoch 1851 | loss: 0.0311559 | val_loss: 0.0311873 | Time: 1218.89 ms [2021-11-08 15:08:30 main:574] : INFO : Epoch 1852 | loss: 0.0311632 | val_loss: 0.0311902 | Time: 1230.83 ms [2021-11-08 15:08:31 main:574] : INFO : Epoch 1853 | loss: 0.0311686 | val_loss: 0.0311844 | Time: 1209.06 ms [2021-11-08 15:08:32 main:574] : INFO : Epoch 1854 | loss: 0.0311686 | val_loss: 0.0311896 | Time: 1213.49 ms [2021-11-08 15:08:34 main:574] : INFO : Epoch 1855 | loss: 0.0311702 | val_loss: 0.0311844 | Time: 1263.16 ms [2021-11-08 15:08:35 main:574] : INFO : Epoch 1856 | loss: 0.0311707 | val_loss: 0.0311917 | Time: 1244.54 ms [2021-11-08 15:08:36 main:574] : INFO : Epoch 1857 | loss: 0.0311672 | val_loss: 0.0311834 | Time: 1205.45 ms [2021-11-08 15:08:37 main:574] : INFO : Epoch 1858 | loss: 0.0311629 | val_loss: 0.0311856 | Time: 1223.74 ms [2021-11-08 15:08:39 main:574] : INFO : Epoch 1859 | loss: 0.0311615 | val_loss: 0.0311865 | Time: 1271.14 ms [2021-11-08 15:08:40 main:574] : INFO : Epoch 1860 | loss: 0.0311601 | val_loss: 0.0311863 | Time: 1246.8 ms [2021-11-08 15:08:41 main:574] : INFO : Epoch 1861 | loss: 0.0311582 | val_loss: 0.031185 | Time: 1219.74 ms [2021-11-08 15:08:43 main:574] : INFO : Epoch 1862 | loss: 0.0311568 | val_loss: 0.0311844 | Time: 1231.69 ms [2021-11-08 15:08:44 main:574] : INFO : Epoch 1863 | loss: 0.0311575 | val_loss: 0.0311836 | Time: 1249.26 ms [2021-11-08 15:08:45 main:574] : INFO : Epoch 1864 | loss: 0.0311567 | val_loss: 0.0311881 | Time: 1213.59 ms [2021-11-08 15:08:47 main:574] : INFO : Epoch 1865 | loss: 0.0311568 | val_loss: 0.0311873 | Time: 1238.54 ms [2021-11-08 15:08:48 main:574] : INFO : Epoch 1866 | loss: 0.0311569 | val_loss: 0.0311857 | Time: 1246.7 ms [2021-11-08 15:08:49 main:574] : INFO : Epoch 1867 | loss: 0.0311575 | val_loss: 0.0311885 | Time: 1217.85 ms [2021-11-08 15:08:51 main:574] : INFO : Epoch 1868 | loss: 0.0311573 | val_loss: 0.0311835 | Time: 1241.35 ms [2021-11-08 15:08:52 main:574] : INFO : Epoch 1869 | loss: 0.0311576 | val_loss: 0.0311901 | Time: 1228.49 ms [2021-11-08 15:08:53 main:574] : INFO : Epoch 1870 | loss: 0.0311585 | val_loss: 0.0311885 | Time: 1216.59 ms [2021-11-08 15:08:55 main:574] : INFO : Epoch 1871 | loss: 0.0311549 | val_loss: 0.0311856 | Time: 1270.65 ms [2021-11-08 15:08:56 main:574] : INFO : Epoch 1872 | loss: 0.0311554 | val_loss: 0.0311947 | Time: 1232.76 ms [2021-11-08 15:08:57 main:574] : INFO : Epoch 1873 | loss: 0.0311577 | val_loss: 0.0311908 | Time: 1222.79 ms [2021-11-08 15:08:59 main:574] : INFO : Epoch 1874 | loss: 0.0311556 | val_loss: 0.0311861 | Time: 1257.17 ms [2021-11-08 15:09:00 main:574] : INFO : Epoch 1875 | loss: 0.0311552 | val_loss: 0.0311845 | Time: 1229.2 ms [2021-11-08 15:09:01 main:574] : INFO : Epoch 1876 | loss: 0.0311537 | val_loss: 0.0311903 | Time: 1232.67 ms [2021-11-08 15:09:03 main:574] : INFO : Epoch 1877 | loss: 0.031154 | val_loss: 0.0311855 | Time: 1255.86 ms [2021-11-08 15:09:04 main:574] : INFO : Epoch 1878 | loss: 0.0311535 | val_loss: 0.0311885 | Time: 1208.31 ms [2021-11-08 15:09:05 main:574] : INFO : Epoch 1879 | loss: 0.0311578 | val_loss: 0.0311909 | Time: 1239.98 ms [2021-11-08 15:09:06 main:574] : INFO : Epoch 1880 | loss: 0.0311569 | val_loss: 0.0311852 | Time: 1235.21 ms [2021-11-08 15:09:08 main:574] : INFO : Epoch 1881 | loss: 0.0311533 | val_loss: 0.0311881 | Time: 1221.59 ms [2021-11-08 15:09:09 main:574] : INFO : Epoch 1882 | loss: 0.0311521 | val_loss: 0.0311853 | Time: 1243.48 ms [2021-11-08 15:09:10 main:574] : INFO : Epoch 1883 | loss: 0.0311538 | val_loss: 0.0311913 | Time: 1224.45 ms [2021-11-08 15:09:12 main:574] : INFO : Epoch 1884 | loss: 0.0311559 | val_loss: 0.0311917 | Time: 1222.89 ms [2021-11-08 15:09:13 main:574] : INFO : Epoch 1885 | loss: 0.0312058 | val_loss: 0.0312018 | Time: 1243.98 ms [2021-11-08 15:09:14 main:574] : INFO : Epoch 1886 | loss: 0.0311909 | val_loss: 0.0311855 | Time: 1227.91 ms [2021-11-08 15:09:16 main:574] : INFO : Epoch 1887 | loss: 0.0311819 | val_loss: 0.0311854 | Time: 1225.71 ms [2021-11-08 15:09:17 main:574] : INFO : Epoch 1888 | loss: 0.0311778 | val_loss: 0.0311833 | Time: 1256.32 ms [2021-11-08 15:09:18 main:574] : INFO : Epoch 1889 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 1217.39 ms [2021-11-08 15:09:20 main:574] : INFO : Epoch 1890 | loss: 0.0311752 | val_loss: 0.0311814 | Time: 1237.65 ms [2021-11-08 15:09:21 main:574] : INFO : Epoch 1891 | loss: 0.0311737 | val_loss: 0.0311813 | Time: 1230.47 ms [2021-11-08 15:09:22 main:574] : INFO : Epoch 1892 | loss: 0.0311746 | val_loss: 0.0311844 | Time: 1220 ms [2021-11-08 15:09:23 main:574] : INFO : Epoch 1893 | loss: 0.0311738 | val_loss: 0.0311834 | Time: 1237.53 ms [2021-11-08 15:09:25 main:574] : INFO : Epoch 1894 | loss: 0.0311713 | val_loss: 0.0311815 | Time: 1229.39 ms [2021-11-08 15:09:26 main:574] : INFO : Epoch 1895 | loss: 0.0311704 | val_loss: 0.0311799 | Time: 1215.23 ms [2021-11-08 15:09:27 main:574] : INFO : Epoch 1896 | loss: 0.031171 | val_loss: 0.0311866 | Time: 1233.69 ms [2021-11-08 15:09:29 main:574] : INFO : Epoch 1897 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 1221.03 ms [2021-11-08 15:09:30 main:574] : INFO : Epoch 1898 | loss: 0.0311777 | val_loss: 0.0311811 | Time: 1221.69 ms [2021-11-08 15:09:31 main:574] : INFO : Epoch 1899 | loss: 0.031175 | val_loss: 0.0311787 | Time: 1244.13 ms [2021-11-08 15:09:33 main:574] : INFO : Epoch 1900 | loss: 0.0311749 | val_loss: 0.0311863 | Time: 1236.01 ms [2021-11-08 15:09:34 main:574] : INFO : Epoch 1901 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 1228.29 ms [2021-11-08 15:09:35 main:574] : INFO : Epoch 1902 | loss: 0.0311723 | val_loss: 0.0311881 | Time: 1240.99 ms [2021-11-08 15:09:37 main:574] : INFO : Epoch 1903 | loss: 0.0311716 | val_loss: 0.031181 | Time: 1207.54 ms [2021-11-08 15:09:38 main:574] : INFO : Epoch 1904 | loss: 0.0311703 | val_loss: 0.0311854 | Time: 1233.59 ms [2021-11-08 15:09:39 main:574] : INFO : Epoch 1905 | loss: 0.031171 | val_loss: 0.0311811 | Time: 1231.95 ms [2021-11-08 15:09:40 main:574] : INFO : Epoch 1906 | loss: 0.0311697 | val_loss: 0.0311836 | Time: 1215.96 ms [2021-11-08 15:09:42 main:574] : INFO : Epoch 1907 | loss: 0.031168 | val_loss: 0.0311796 | Time: 1249.53 ms [2021-11-08 15:09:43 main:574] : INFO : Epoch 1908 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 1220.69 ms [2021-11-08 15:09:44 main:574] : INFO : Epoch 1909 | loss: 0.0311693 | val_loss: 0.0311824 | Time: 1233.04 ms [2021-11-08 15:09:46 main:574] : INFO : Epoch 1910 | loss: 0.0311717 | val_loss: 0.0311846 | Time: 1247.44 ms [2021-11-08 15:09:47 main:574] : INFO : Epoch 1911 | loss: 0.0311673 | val_loss: 0.0311824 | Time: 1221.44 ms [2021-11-08 15:09:48 main:574] : INFO : Epoch 1912 | loss: 0.0311686 | val_loss: 0.0311839 | Time: 1228.18 ms [2021-11-08 15:09:50 main:574] : INFO : Epoch 1913 | loss: 0.0311703 | val_loss: 0.031183 | Time: 1245.89 ms [2021-11-08 15:09:51 main:574] : INFO : Epoch 1914 | loss: 0.0311747 | val_loss: 0.0311834 | Time: 1207.67 ms [2021-11-08 15:09:52 main:574] : INFO : Epoch 1915 | loss: 0.0311744 | val_loss: 0.0311832 | Time: 1206.52 ms [2021-11-08 15:09:54 main:574] : INFO : Epoch 1916 | loss: 0.0311683 | val_loss: 0.0311817 | Time: 1230 ms [2021-11-08 15:09:55 main:574] : INFO : Epoch 1917 | loss: 0.0311657 | val_loss: 0.0311812 | Time: 1272.34 ms [2021-11-08 15:09:56 main:574] : INFO : Epoch 1918 | loss: 0.0311657 | val_loss: 0.0311822 | Time: 1204.48 ms [2021-11-08 15:09:57 main:574] : INFO : Epoch 1919 | loss: 0.0311678 | val_loss: 0.0311785 | Time: 1204.89 ms [2021-11-08 15:09:59 main:574] : INFO : Epoch 1920 | loss: 0.0311701 | val_loss: 0.0311798 | Time: 1244.6 ms [2021-11-08 15:10:00 main:574] : INFO : Epoch 1921 | loss: 0.0311714 | val_loss: 0.0311769 | Time: 1250.31 ms [2021-11-08 15:10:01 main:574] : INFO : Epoch 1922 | loss: 0.0311684 | val_loss: 0.0311799 | Time: 1231.62 ms [2021-11-08 15:10:03 main:574] : INFO : Epoch 1923 | loss: 0.0311659 | val_loss: 0.0311764 | Time: 1239.33 ms [2021-11-08 15:10:04 main:574] : INFO : Epoch 1924 | loss: 0.0311639 | val_loss: 0.0311776 | Time: 1209.82 ms [2021-11-08 15:10:05 main:574] : INFO : Epoch 1925 | loss: 0.0311647 | val_loss: 0.031176 | Time: 1232.27 ms [2021-11-08 15:10:07 main:574] : INFO : Epoch 1926 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 1251.83 ms [2021-11-08 15:10:08 main:574] : INFO : Epoch 1927 | loss: 0.0311753 | val_loss: 0.0311979 | Time: 1267.55 ms [2021-11-08 15:10:09 main:574] : INFO : Epoch 1928 | loss: 0.0311966 | val_loss: 0.0312005 | Time: 1204.96 ms [2021-11-08 15:10:11 main:574] : INFO : Epoch 1929 | loss: 0.0311943 | val_loss: 0.0311993 | Time: 1225.25 ms [2021-11-08 15:10:12 main:574] : INFO : Epoch 1930 | loss: 0.0311925 | val_loss: 0.0311944 | Time: 1220.61 ms [2021-11-08 15:10:13 main:574] : INFO : Epoch 1931 | loss: 0.0311892 | val_loss: 0.0311934 | Time: 1243.63 ms [2021-11-08 15:10:14 main:574] : INFO : Epoch 1932 | loss: 0.0311869 | val_loss: 0.0311918 | Time: 1219.89 ms [2021-11-08 15:10:16 main:574] : INFO : Epoch 1933 | loss: 0.031186 | val_loss: 0.0311904 | Time: 1221.14 ms [2021-11-08 15:10:17 main:574] : INFO : Epoch 1934 | loss: 0.0311847 | val_loss: 0.0311947 | Time: 1238.16 ms [2021-11-08 15:10:18 main:574] : INFO : Epoch 1935 | loss: 0.0311843 | val_loss: 0.0311901 | Time: 1212.87 ms [2021-11-08 15:10:20 main:574] : INFO : Epoch 1936 | loss: 0.0311824 | val_loss: 0.0311902 | Time: 1228.16 ms [2021-11-08 15:10:21 main:574] : INFO : Epoch 1937 | loss: 0.0311824 | val_loss: 0.0311896 | Time: 1225.51 ms [2021-11-08 15:10:22 main:574] : INFO : Epoch 1938 | loss: 0.0311806 | val_loss: 0.03119 | Time: 1213.56 ms [2021-11-08 15:10:24 main:574] : INFO : Epoch 1939 | loss: 0.0311797 | val_loss: 0.031193 | Time: 1245.42 ms [2021-11-08 15:10:25 main:574] : INFO : Epoch 1940 | loss: 0.0311819 | val_loss: 0.0311938 | Time: 1242.88 ms [2021-11-08 15:10:26 main:574] : INFO : Epoch 1941 | loss: 0.0311798 | val_loss: 0.031191 | Time: 1209.64 ms [2021-11-08 15:10:28 main:574] : INFO : Epoch 1942 | loss: 0.0311791 | val_loss: 0.031192 | Time: 1247.31 ms [2021-11-08 15:10:29 main:574] : INFO : Epoch 1943 | loss: 0.0311812 | val_loss: 0.0311928 | Time: 1235.24 ms [2021-11-08 15:10:30 main:574] : INFO : Epoch 1944 | loss: 0.0311797 | val_loss: 0.0311923 | Time: 1213.51 ms [2021-11-08 15:10:32 main:574] : INFO : Epoch 1945 | loss: 0.0311792 | val_loss: 0.0311914 | Time: 1242.58 ms [2021-11-08 15:10:33 main:574] : INFO : Epoch 1946 | loss: 0.0311775 | val_loss: 0.0311894 | Time: 1224.73 ms [2021-11-08 15:10:34 main:574] : INFO : Epoch 1947 | loss: 0.0311755 | val_loss: 0.0311874 | Time: 1219.9 ms [2021-11-08 15:10:36 main:574] : INFO : Epoch 1948 | loss: 0.0311753 | val_loss: 0.0311909 | Time: 1264.17 ms [2021-11-08 15:10:37 main:574] : INFO : Epoch 1949 | loss: 0.0311773 | val_loss: 0.0311875 | Time: 1210.2 ms [2021-11-08 15:10:38 main:574] : INFO : Epoch 1950 | loss: 0.0311763 | val_loss: 0.0311897 | Time: 1242.03 ms [2021-11-08 15:10:39 main:574] : INFO : Epoch 1951 | loss: 0.031175 | val_loss: 0.0311905 | Time: 1236.42 ms [2021-11-08 15:10:41 main:574] : INFO : Epoch 1952 | loss: 0.0311866 | val_loss: 0.0311935 | Time: 1210.76 ms [2021-11-08 15:10:42 main:574] : INFO : Epoch 1953 | loss: 0.0311925 | val_loss: 0.0311894 | Time: 1244.33 ms [2021-11-08 15:10:43 main:574] : INFO : Epoch 1954 | loss: 0.0311876 | val_loss: 0.0311884 | Time: 1224.99 ms [2021-11-08 15:10:45 main:574] : INFO : Epoch 1955 | loss: 0.0311847 | val_loss: 0.0311887 | Time: 1224.27 ms [2021-11-08 15:10:46 main:574] : INFO : Epoch 1956 | loss: 0.0311839 | val_loss: 0.0311859 | Time: 1233.78 ms [2021-11-08 15:10:47 main:574] : INFO : Epoch 1957 | loss: 0.0311865 | val_loss: 0.0311948 | Time: 1220.11 ms [2021-11-08 15:10:49 main:574] : INFO : Epoch 1958 | loss: 0.0311845 | val_loss: 0.0311869 | Time: 1225.11 ms [2021-11-08 15:10:50 main:574] : INFO : Epoch 1959 | loss: 0.0311808 | val_loss: 0.0311881 | Time: 1246.53 ms [2021-11-08 15:10:51 main:574] : INFO : Epoch 1960 | loss: 0.0311836 | val_loss: 0.0311891 | Time: 1216.36 ms [2021-11-08 15:10:53 main:574] : INFO : Epoch 1961 | loss: 0.0311816 | val_loss: 0.0311898 | Time: 1227.59 ms [2021-11-08 15:10:54 main:574] : INFO : Epoch 1962 | loss: 0.0311797 | val_loss: 0.031185 | Time: 1246.14 ms [2021-11-08 15:10:55 main:574] : INFO : Epoch 1963 | loss: 0.0311793 | val_loss: 0.0311882 | Time: 1211.95 ms [2021-11-08 15:10:56 main:574] : INFO : Epoch 1964 | loss: 0.0311781 | val_loss: 0.0311854 | Time: 1233.41 ms [2021-11-08 15:10:58 main:574] : INFO : Epoch 1965 | loss: 0.0311763 | val_loss: 0.0311843 | Time: 1234.32 ms [2021-11-08 15:10:59 main:574] : INFO : Epoch 1966 | loss: 0.031176 | val_loss: 0.0311883 | Time: 1214.07 ms [2021-11-08 15:11:00 main:574] : INFO : Epoch 1967 | loss: 0.0311764 | val_loss: 0.0311842 | Time: 1242.03 ms [2021-11-08 15:11:02 main:574] : INFO : Epoch 1968 | loss: 0.0311743 | val_loss: 0.0311842 | Time: 1218.59 ms [2021-11-08 15:11:03 main:574] : INFO : Epoch 1969 | loss: 0.031174 | val_loss: 0.0311867 | Time: 1224.68 ms [2021-11-08 15:11:04 main:574] : INFO : Epoch 1970 | loss: 0.0311751 | val_loss: 0.0311856 | Time: 1246.56 ms [2021-11-08 15:11:06 main:574] : INFO : Epoch 1971 | loss: 0.0311747 | val_loss: 0.0311848 | Time: 1219.2 ms [2021-11-08 15:11:07 main:574] : INFO : Epoch 1972 | loss: 0.0311743 | val_loss: 0.0311894 | Time: 1223.83 ms [2021-11-08 15:11:08 main:574] : INFO : Epoch 1973 | loss: 0.0311731 | val_loss: 0.0311859 | Time: 1243.23 ms [2021-11-08 15:11:09 main:574] : INFO : Epoch 1974 | loss: 0.0311723 | val_loss: 0.031185 | Time: 1216.25 ms [2021-11-08 15:11:11 main:574] : INFO : Epoch 1975 | loss: 0.0311731 | val_loss: 0.0311863 | Time: 1229.29 ms [2021-11-08 15:11:12 main:574] : INFO : Epoch 1976 | loss: 0.0311713 | val_loss: 0.0311854 | Time: 1229.78 ms [2021-11-08 15:11:13 main:574] : INFO : Epoch 1977 | loss: 0.0311753 | val_loss: 0.0311869 | Time: 1214.78 ms [2021-11-08 15:11:15 main:574] : INFO : Epoch 1978 | loss: 0.0311753 | val_loss: 0.0311896 | Time: 1243.85 ms [2021-11-08 15:11:16 main:574] : INFO : Epoch 1979 | loss: 0.0311763 | val_loss: 0.0311856 | Time: 1223.19 ms [2021-11-08 15:11:17 main:574] : INFO : Epoch 1980 | loss: 0.0311726 | val_loss: 0.0311853 | Time: 1242.22 ms [2021-11-08 15:11:19 main:574] : INFO : Epoch 1981 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 1244.74 ms [2021-11-08 15:11:20 main:574] : INFO : Epoch 1982 | loss: 0.0311715 | val_loss: 0.0311851 | Time: 1260.36 ms [2021-11-08 15:11:21 main:574] : INFO : Epoch 1983 | loss: 0.0311711 | val_loss: 0.0311859 | Time: 1228.1 ms [2021-11-08 15:11:23 main:574] : INFO : Epoch 1984 | loss: 0.0311717 | val_loss: 0.0311885 | Time: 1201.47 ms [2021-11-08 15:11:24 main:574] : INFO : Epoch 1985 | loss: 0.0311721 | val_loss: 0.0311852 | Time: 1213.47 ms [2021-11-08 15:11:25 main:574] : INFO : Epoch 1986 | loss: 0.0311734 | val_loss: 0.0311844 | Time: 1250.68 ms [2021-11-08 15:11:27 main:574] : INFO : Epoch 1987 | loss: 0.0311716 | val_loss: 0.0311859 | Time: 1214.99 ms [2021-11-08 15:11:28 main:574] : INFO : Epoch 1988 | loss: 0.031171 | val_loss: 0.0311862 | Time: 1239.58 ms [2021-11-08 15:11:29 main:574] : INFO : Epoch 1989 | loss: 0.0311704 | val_loss: 0.0311878 | Time: 1229.52 ms [2021-11-08 15:11:30 main:574] : INFO : Epoch 1990 | loss: 0.0311712 | val_loss: 0.0311867 | Time: 1220.98 ms [2021-11-08 15:11:32 main:574] : INFO : Epoch 1991 | loss: 0.0311696 | val_loss: 0.0311858 | Time: 1236.4 ms [2021-11-08 15:11:33 main:574] : INFO : Epoch 1992 | loss: 0.0311713 | val_loss: 0.0311865 | Time: 1215.54 ms [2021-11-08 15:11:34 main:574] : INFO : Epoch 1993 | loss: 0.0311724 | val_loss: 0.0311869 | Time: 1238.97 ms [2021-11-08 15:11:36 main:574] : INFO : Epoch 1994 | loss: 0.0311685 | val_loss: 0.0311851 | Time: 1250.58 ms [2021-11-08 15:11:37 main:574] : INFO : Epoch 1995 | loss: 0.0311683 | val_loss: 0.0311846 | Time: 1211.72 ms [2021-11-08 15:11:38 main:574] : INFO : Epoch 1996 | loss: 0.0311706 | val_loss: 0.031195 | Time: 1237.8 ms [2021-11-08 15:11:40 main:574] : INFO : Epoch 1997 | loss: 0.0311678 | val_loss: 0.0311864 | Time: 1231.89 ms [2021-11-08 15:11:41 main:574] : INFO : Epoch 1998 | loss: 0.0311682 | val_loss: 0.0311914 | Time: 1218.43 ms [2021-11-08 15:11:42 main:574] : INFO : Epoch 1999 | loss: 0.0311679 | val_loss: 0.0311856 | Time: 1240.82 ms [2021-11-08 15:11:44 main:574] : INFO : Epoch 2000 | loss: 0.0311676 | val_loss: 0.0311856 | Time: 1219.27 ms [2021-11-08 15:11:45 main:574] : INFO : Epoch 2001 | loss: 0.0311683 | val_loss: 0.0311852 | Time: 1228.59 ms [2021-11-08 15:11:46 main:574] : INFO : Epoch 2002 | loss: 0.0311667 | val_loss: 0.0311914 | Time: 1248.77 ms [2021-11-08 15:11:48 main:574] : INFO : Epoch 2003 | loss: 0.0311681 | val_loss: 0.0311883 | Time: 1221.56 ms [2021-11-08 15:11:49 main:574] : INFO : Epoch 2004 | loss: 0.0311686 | val_loss: 0.0311948 | Time: 1222.52 ms [2021-11-08 15:11:50 main:574] : INFO : Epoch 2005 | loss: 0.0311677 | val_loss: 0.0311854 | Time: 1241.84 ms [2021-11-08 15:11:51 main:574] : INFO : Epoch 2006 | loss: 0.031166 | val_loss: 0.0311927 | Time: 1225.83 ms [2021-11-08 15:11:53 main:574] : INFO : Epoch 2007 | loss: 0.0311689 | val_loss: 0.0311876 | Time: 1226.3 ms [2021-11-08 15:11:54 main:574] : INFO : Epoch 2008 | loss: 0.0311667 | val_loss: 0.0311876 | Time: 1232.21 ms [2021-11-08 15:11:55 main:574] : INFO : Epoch 2009 | loss: 0.0311651 | val_loss: 0.0311883 | Time: 1220.94 ms [2021-11-08 15:11:57 main:574] : INFO : Epoch 2010 | loss: 0.0311647 | val_loss: 0.0311874 | Time: 1231.85 ms [2021-11-08 15:11:58 main:574] : INFO : Epoch 2011 | loss: 0.0311653 | val_loss: 0.0311875 | Time: 1225.98 ms [2021-11-08 15:11:59 main:574] : INFO : Epoch 2012 | loss: 0.0311668 | val_loss: 0.0311921 | Time: 1213.45 ms [2021-11-08 15:12:01 main:574] : INFO : Epoch 2013 | loss: 0.0311719 | val_loss: 0.0311923 | Time: 1251.35 ms [2021-11-08 15:12:02 main:574] : INFO : Epoch 2014 | loss: 0.0311672 | val_loss: 0.0311848 | Time: 1214.61 ms [2021-11-08 15:12:03 main:574] : INFO : Epoch 2015 | loss: 0.0311658 | val_loss: 0.031193 | Time: 1239.34 ms [2021-11-08 15:12:04 main:574] : INFO : Epoch 2016 | loss: 0.0311666 | val_loss: 0.0311877 | Time: 1267.03 ms [2021-11-08 15:12:06 main:574] : INFO : Epoch 2017 | loss: 0.0311682 | val_loss: 0.0311896 | Time: 1219.83 ms [2021-11-08 15:12:07 main:574] : INFO : Epoch 2018 | loss: 0.0311653 | val_loss: 0.0311913 | Time: 1228.72 ms [2021-11-08 15:12:08 main:574] : INFO : Epoch 2019 | loss: 0.0311656 | val_loss: 0.0311878 | Time: 1235 ms [2021-11-08 15:12:10 main:574] : INFO : Epoch 2020 | loss: 0.0311668 | val_loss: 0.031186 | Time: 1211.29 ms [2021-11-08 15:12:11 main:574] : INFO : Epoch 2021 | loss: 0.0311691 | val_loss: 0.0311875 | Time: 1240.82 ms [2021-11-08 15:12:12 main:574] : INFO : Epoch 2022 | loss: 0.0311646 | val_loss: 0.0311866 | Time: 1228.14 ms [2021-11-08 15:12:14 main:574] : INFO : Epoch 2023 | loss: 0.0311643 | val_loss: 0.0311908 | Time: 1215.9 ms [2021-11-08 15:12:15 main:574] : INFO : Epoch 2024 | loss: 0.0311667 | val_loss: 0.0311895 | Time: 1252.05 ms [2021-11-08 15:12:16 main:574] : INFO : Epoch 2025 | loss: 0.0311649 | val_loss: 0.0311881 | Time: 1225.18 ms [2021-11-08 15:12:18 main:574] : INFO : Epoch 2026 | loss: 0.0311676 | val_loss: 0.0311872 | Time: 1234.57 ms [2021-11-08 15:12:19 main:574] : INFO : Epoch 2027 | loss: 0.0311699 | val_loss: 0.0311914 | Time: 1255.4 ms [2021-11-08 15:12:20 main:574] : INFO : Epoch 2028 | loss: 0.03117 | val_loss: 0.0311847 | Time: 1211.59 ms [2021-11-08 15:12:22 main:574] : INFO : Epoch 2029 | loss: 0.0311677 | val_loss: 0.0311875 | Time: 1236.14 ms [2021-11-08 15:12:23 main:574] : INFO : Epoch 2030 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 1239.91 ms [2021-11-08 15:12:24 main:574] : INFO : Epoch 2031 | loss: 0.0311668 | val_loss: 0.0311857 | Time: 1216.17 ms [2021-11-08 15:12:25 main:574] : INFO : Epoch 2032 | loss: 0.0311662 | val_loss: 0.0311856 | Time: 1233.55 ms [2021-11-08 15:12:27 main:574] : INFO : Epoch 2033 | loss: 0.0311636 | val_loss: 0.0311862 | Time: 1236.04 ms [2021-11-08 15:12:28 main:574] : INFO : Epoch 2034 | loss: 0.0311631 | val_loss: 0.0311886 | Time: 1213.88 ms [2021-11-08 15:12:29 main:574] : INFO : Epoch 2035 | loss: 0.0311628 | val_loss: 0.0311867 | Time: 1232.11 ms [2021-11-08 15:12:31 main:574] : INFO : Epoch 2036 | loss: 0.0311629 | val_loss: 0.0311866 | Time: 1227.66 ms [2021-11-08 15:12:32 main:574] : INFO : Epoch 2037 | loss: 0.0311679 | val_loss: 0.0311903 | Time: 1217.01 ms [2021-11-08 15:12:33 main:574] : INFO : Epoch 2038 | loss: 0.0311664 | val_loss: 0.0311858 | Time: 1240.92 ms [2021-11-08 15:12:35 main:574] : INFO : Epoch 2039 | loss: 0.0311638 | val_loss: 0.0311922 | Time: 1207.65 ms [2021-11-08 15:12:36 main:574] : INFO : Epoch 2040 | loss: 0.0311624 | val_loss: 0.0311884 | Time: 1210.98 ms [2021-11-08 15:12:37 main:574] : INFO : Epoch 2041 | loss: 0.0311622 | val_loss: 0.0311922 | Time: 1234.97 ms [2021-11-08 15:12:38 main:574] : INFO : Epoch 2042 | loss: 0.0311623 | val_loss: 0.0311924 | Time: 1243.16 ms [2021-11-08 15:12:40 main:574] : INFO : Epoch 2043 | loss: 0.0311617 | val_loss: 0.0311899 | Time: 1228.11 ms [2021-11-08 15:12:41 main:574] : INFO : Epoch 2044 | loss: 0.0311641 | val_loss: 0.0311943 | Time: 1206 ms [2021-11-08 15:12:42 main:574] : INFO : Epoch 2045 | loss: 0.0311649 | val_loss: 0.0311965 | Time: 1249.64 ms [2021-11-08 15:12:44 main:574] : INFO : Epoch 2046 | loss: 0.0311636 | val_loss: 0.0311882 | Time: 1216.71 ms [2021-11-08 15:12:45 main:574] : INFO : Epoch 2047 | loss: 0.0311631 | val_loss: 0.0311902 | Time: 1230.6 ms [2021-11-08 15:12:46 main:574] : INFO : Epoch 2048 | loss: 0.0311617 | val_loss: 0.031187 | Time: 1250.75 ms [2021-11-08 15:12:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031187 [2021-11-08 15:12:47 main:603] : INFO : Saving end state to config to file [2021-11-08 15:12:47 main:608] : INFO : Success, exiting.. 15:12:47 (9820): 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)