Task 14623962
| Name | ParityModified-1647049219-28490-3-0_1 |
| Workunit | 11321071 |
| Created | 18 Apr 2022, 14:14:38 UTC |
| Sent | 18 Apr 2022, 14:15:42 UTC |
| Report deadline | 26 Apr 2022, 14:15:42 UTC |
| Received | 18 Apr 2022, 19:46:01 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 14 sec |
| CPU time | 38 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,073.24 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.37 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: 0.0310995 | val_loss: 0.0311588 | Time: 1129.29 ms [2022-04-18 13:34:11 main:574] : INFO : Epoch 1543 | loss: 0.0310991 | val_loss: 0.031164 | Time: 1131.53 ms [2022-04-18 13:34:12 main:574] : INFO : Epoch 1544 | loss: 0.0311026 | val_loss: 0.0311605 | Time: 1151.68 ms [2022-04-18 13:34:13 main:574] : INFO : Epoch 1545 | loss: 0.0311012 | val_loss: 0.0311623 | Time: 1151.18 ms [2022-04-18 13:34:14 main:574] : INFO : Epoch 1546 | loss: 0.0311112 | val_loss: 0.0311637 | Time: 1137.16 ms [2022-04-18 13:34:16 main:574] : INFO : Epoch 1547 | loss: 0.0311245 | val_loss: 0.0311547 | Time: 1138.08 ms [2022-04-18 13:34:17 main:574] : INFO : Epoch 1548 | loss: 0.0311209 | val_loss: 0.0311572 | Time: 1149.32 ms [2022-04-18 13:34:18 main:574] : INFO : Epoch 1549 | loss: 0.031113 | val_loss: 0.0311547 | Time: 1141.08 ms [2022-04-18 13:34:19 main:574] : INFO : Epoch 1550 | loss: 0.0311103 | val_loss: 0.031156 | Time: 1140.86 ms [2022-04-18 13:34:20 main:574] : INFO : Epoch 1551 | loss: 0.0311071 | val_loss: 0.0311614 | Time: 1171.72 ms [2022-04-18 13:34:21 main:574] : INFO : Epoch 1552 | loss: 0.0311065 | val_loss: 0.0311635 | Time: 1175.4 ms [2022-04-18 13:34:23 main:574] : INFO : Epoch 1553 | loss: 0.0311114 | val_loss: 0.0311612 | Time: 1151.97 ms [2022-04-18 13:34:24 main:574] : INFO : Epoch 1554 | loss: 0.0311101 | val_loss: 0.0311545 | Time: 1132.83 ms [2022-04-18 13:34:25 main:574] : INFO : Epoch 1555 | loss: 0.0311109 | val_loss: 0.0311638 | Time: 1142.93 ms [2022-04-18 13:34:26 main:574] : INFO : Epoch 1556 | loss: 0.0311093 | val_loss: 0.031158 | Time: 1137.06 ms [2022-04-18 13:34:27 main:574] : INFO : Epoch 1557 | loss: 0.0311072 | val_loss: 0.031157 | Time: 1138.81 ms [2022-04-18 13:34:28 main:574] : INFO : Epoch 1558 | loss: 0.0311071 | val_loss: 0.0311548 | Time: 1140.87 ms [2022-04-18 13:34:29 main:574] : INFO : Epoch 1559 | loss: 0.0311013 | val_loss: 0.0311589 | Time: 1142.99 ms [2022-04-18 13:34:31 main:574] : INFO : Epoch 1560 | loss: 0.0310991 | val_loss: 0.0311698 | Time: 1140.8 ms [2022-04-18 13:34:32 main:574] : INFO : Epoch 1561 | loss: 0.0310986 | val_loss: 0.0311697 | Time: 1133.2 ms [2022-04-18 13:34:33 main:574] : INFO : Epoch 1562 | loss: 0.0310998 | val_loss: 0.031158 | Time: 1143.69 ms [2022-04-18 13:34:34 main:574] : INFO : Epoch 1563 | loss: 0.0310968 | val_loss: 0.0311602 | Time: 1145.54 ms [2022-04-18 13:34:35 main:574] : INFO : Epoch 1564 | loss: 0.0310953 | val_loss: 0.0311711 | Time: 1137.33 ms [2022-04-18 13:34:36 main:574] : INFO : Epoch 1565 | loss: 0.0310978 | val_loss: 0.0311594 | Time: 1130.76 ms [2022-04-18 13:34:37 main:574] : INFO : Epoch 1566 | loss: 0.0311033 | val_loss: 0.0311592 | Time: 1142.65 ms [2022-04-18 13:34:39 main:574] : INFO : Epoch 1567 | loss: 0.0311037 | val_loss: 0.0311617 | Time: 1138.19 ms [2022-04-18 13:34:40 main:574] : INFO : Epoch 1568 | loss: 0.0311032 | val_loss: 0.0311674 | Time: 1155.8 ms [2022-04-18 13:34:41 main:574] : INFO : Epoch 1569 | loss: 0.0310993 | val_loss: 0.0311628 | Time: 1147.78 ms [2022-04-18 13:34:42 main:574] : INFO : Epoch 1570 | loss: 0.0310979 | val_loss: 0.0311711 | Time: 1137.5 ms [2022-04-18 13:34:43 main:574] : INFO : Epoch 1571 | loss: 0.0311007 | val_loss: 0.0311675 | Time: 1144.98 ms [2022-04-18 13:34:44 main:574] : INFO : Epoch 1572 | loss: 0.0310997 | val_loss: 0.0311558 | Time: 1131.79 ms [2022-04-18 13:34:45 main:574] : INFO : Epoch 1573 | loss: 0.0310968 | val_loss: 0.0311633 | Time: 1134.91 ms [2022-04-18 13:34:47 main:574] : INFO : Epoch 1574 | loss: 0.0310957 | val_loss: 0.0311657 | Time: 1134.71 ms [2022-04-18 13:34:48 main:574] : INFO : Epoch 1575 | loss: 0.0310949 | val_loss: 0.0311648 | Time: 1158.94 ms [2022-04-18 13:34:49 main:574] : INFO : Epoch 1576 | loss: 0.0310936 | val_loss: 0.0311761 | Time: 1155.13 ms [2022-04-18 13:34:50 main:574] : INFO : Epoch 1577 | loss: 0.0310952 | val_loss: 0.0311642 | Time: 1126.57 ms [2022-04-18 13:34:51 main:574] : INFO : Epoch 1578 | loss: 0.0310974 | val_loss: 0.0311642 | Time: 1143.43 ms [2022-04-18 13:34:52 main:574] : INFO : Epoch 1579 | loss: 0.0311024 | val_loss: 0.0311627 | Time: 1153.18 ms [2022-04-18 13:34:54 main:574] : INFO : Epoch 1580 | loss: 0.0311007 | val_loss: 0.0311615 | Time: 1141.2 ms [2022-04-18 13:34:55 main:574] : INFO : Epoch 1581 | loss: 0.0311 | val_loss: 0.0311603 | Time: 1151.01 ms [2022-04-18 13:34:56 main:574] : INFO : Epoch 1582 | loss: 0.0310998 | val_loss: 0.031154 | Time: 1137.02 ms [2022-04-18 13:34:57 main:574] : INFO : Epoch 1583 | loss: 0.0310971 | val_loss: 0.0311582 | Time: 1143.44 ms [2022-04-18 13:34:58 main:574] : INFO : Epoch 1584 | loss: 0.031095 | val_loss: 0.0311564 | Time: 1136.82 ms [2022-04-18 13:34:59 main:574] : INFO : Epoch 1585 | loss: 0.0310953 | val_loss: 0.0311662 | Time: 1130.37 ms [2022-04-18 13:35:00 main:574] : INFO : Epoch 1586 | loss: 0.0310955 | val_loss: 0.0311599 | Time: 1147.65 ms [2022-04-18 13:35:02 main:574] : INFO : Epoch 1587 | loss: 0.0310949 | val_loss: 0.0311593 | Time: 1156.95 ms [2022-04-18 13:35:03 main:574] : INFO : Epoch 1588 | loss: 0.0310937 | val_loss: 0.0311658 | Time: 1139.5 ms [2022-04-18 13:35:04 main:574] : INFO : Epoch 1589 | loss: 0.0310958 | val_loss: 0.0311626 | Time: 1139.29 ms [2022-04-18 13:35:05 main:574] : INFO : Epoch 1590 | loss: 0.031097 | val_loss: 0.0311669 | Time: 1138.37 ms [2022-04-18 13:35:06 main:574] : INFO : Epoch 1591 | loss: 0.0310951 | val_loss: 0.0311665 | Time: 1148.41 ms [2022-04-18 13:35:07 main:574] : INFO : Epoch 1592 | loss: 0.0310962 | val_loss: 0.0311591 | Time: 1136.11 ms [2022-04-18 13:35:08 main:574] : INFO : Epoch 1593 | loss: 0.0310991 | val_loss: 0.031161 | Time: 1141.19 ms [2022-04-18 13:35:10 main:574] : INFO : Epoch 1594 | loss: 0.0310954 | val_loss: 0.0311607 | Time: 1144.83 ms [2022-04-18 13:35:11 main:574] : INFO : Epoch 1595 | loss: 0.0310916 | val_loss: 0.0311635 | Time: 1132.72 ms [2022-04-18 13:35:12 main:574] : INFO : Epoch 1596 | loss: 0.0310919 | val_loss: 0.0311683 | Time: 1135.82 ms [2022-04-18 13:35:13 main:574] : INFO : Epoch 1597 | loss: 0.0310914 | val_loss: 0.0311605 | Time: 1150.16 ms [2022-04-18 13:35:14 main:574] : INFO : Epoch 1598 | loss: 0.0310916 | val_loss: 0.03116 | Time: 1148.81 ms [2022-04-18 13:35:15 main:574] : INFO : Epoch 1599 | loss: 0.0310933 | val_loss: 0.0311665 | Time: 1136.21 ms [2022-04-18 13:35:16 main:574] : INFO : Epoch 1600 | loss: 0.0310955 | val_loss: 0.0311632 | Time: 1129.68 ms [2022-04-18 13:35:18 main:574] : INFO : Epoch 1601 | loss: 0.0310919 | val_loss: 0.0311589 | Time: 1135.92 ms [2022-04-18 13:35:19 main:574] : INFO : Epoch 1602 | loss: 0.0310917 | val_loss: 0.0311718 | Time: 1133.77 ms [2022-04-18 13:35:20 main:574] : INFO : Epoch 1603 | loss: 0.0310958 | val_loss: 0.03116 | Time: 1148.53 ms [2022-04-18 13:35:21 main:574] : INFO : Epoch 1604 | loss: 0.0311166 | val_loss: 0.0311678 | Time: 1132.93 ms [2022-04-18 13:35:22 main:574] : INFO : Epoch 1605 | loss: 0.0311603 | val_loss: 0.0311693 | Time: 1136.81 ms [2022-04-18 13:35:23 main:574] : INFO : Epoch 1606 | loss: 0.0311819 | val_loss: 0.031182 | Time: 1146.27 ms [2022-04-18 13:35:24 main:574] : INFO : Epoch 1607 | loss: 0.0311836 | val_loss: 0.0311823 | Time: 1136.54 ms [2022-04-18 13:35:26 main:574] : INFO : Epoch 1608 | loss: 0.0311853 | val_loss: 0.0311837 | Time: 1136.57 ms [2022-04-18 13:35:27 main:574] : INFO : Epoch 1609 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 1137.44 ms [2022-04-18 13:35:28 main:574] : INFO : Epoch 1610 | loss: 0.0311764 | val_loss: 0.031177 | Time: 1138.62 ms [2022-04-18 13:35:29 main:574] : INFO : Epoch 1611 | loss: 0.0311742 | val_loss: 0.0311779 | Time: 1148.45 ms [2022-04-18 13:35:30 main:574] : INFO : Epoch 1612 | loss: 0.0311724 | val_loss: 0.031176 | Time: 1146.59 ms [2022-04-18 13:35:31 main:574] : INFO : Epoch 1613 | loss: 0.0311791 | val_loss: 0.0313064 | Time: 1137.33 ms [2022-04-18 13:35:33 main:574] : INFO : Epoch 1614 | loss: 0.0323047 | val_loss: 0.0359871 | Time: 1159.11 ms [2022-04-18 13:35:34 main:574] : INFO : Epoch 1615 | loss: 0.0402032 | val_loss: 0.0316417 | Time: 1155.77 ms [2022-04-18 13:35:35 main:574] : INFO : Epoch 1616 | loss: 0.0317039 | val_loss: 0.0312908 | Time: 1153.49 ms [2022-04-18 13:35:36 main:574] : INFO : Epoch 1617 | loss: 0.0313057 | val_loss: 0.0312572 | Time: 1139.34 ms [2022-04-18 13:35:37 main:574] : INFO : Epoch 1618 | loss: 0.0312373 | val_loss: 0.0312215 | Time: 1145.71 ms [2022-04-18 13:35:38 main:574] : INFO : Epoch 1619 | loss: 0.0312139 | val_loss: 0.0312062 | Time: 1130.91 ms [2022-04-18 13:35:39 main:574] : INFO : Epoch 1620 | loss: 0.0311974 | val_loss: 0.0311936 | Time: 1154.6 ms [2022-04-18 13:35:41 main:574] : INFO : Epoch 1621 | loss: 0.0311845 | val_loss: 0.0311839 | Time: 1138.25 ms [2022-04-18 13:35:42 main:574] : INFO : Epoch 1622 | loss: 0.0311772 | val_loss: 0.0311785 | Time: 1123.51 ms [2022-04-18 13:35:43 main:574] : INFO : Epoch 1623 | loss: 0.0311736 | val_loss: 0.0311766 | Time: 1131.47 ms [2022-04-18 13:35:44 main:574] : INFO : Epoch 1624 | loss: 0.031171 | val_loss: 0.0311761 | Time: 1148.43 ms [2022-04-18 13:35:45 main:574] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 1150.35 ms [2022-04-18 13:35:46 main:574] : INFO : Epoch 1626 | loss: 0.0311691 | val_loss: 0.0311763 | Time: 1142.53 ms [2022-04-18 13:35:47 main:574] : INFO : Epoch 1627 | loss: 0.0311689 | val_loss: 0.0311762 | Time: 1140.17 ms [2022-04-18 13:35:49 main:574] : INFO : Epoch 1628 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 1140.26 ms [2022-04-18 13:35:50 main:574] : INFO : Epoch 1629 | loss: 0.0311678 | val_loss: 0.031173 | Time: 1157.11 ms [2022-04-18 13:35:51 main:574] : INFO : Epoch 1630 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 1131.29 ms [2022-04-18 13:35:52 main:574] : INFO : Epoch 1631 | loss: 0.0311643 | val_loss: 0.031171 | Time: 1147.35 ms [2022-04-18 13:35:53 main:574] : INFO : Epoch 1632 | loss: 0.0311625 | val_loss: 0.0311716 | Time: 1138.94 ms [2022-04-18 13:35:54 main:574] : INFO : Epoch 1633 | loss: 0.0311612 | val_loss: 0.0311725 | Time: 1129.25 ms [2022-04-18 13:35:55 main:574] : INFO : Epoch 1634 | loss: 0.0311636 | val_loss: 0.0311722 | Time: 1150.4 ms [2022-04-18 13:35:57 main:574] : INFO : Epoch 1635 | loss: 0.0311662 | val_loss: 0.0311705 | Time: 1143.29 ms [2022-04-18 13:35:58 main:574] : INFO : Epoch 1636 | loss: 0.0311643 | val_loss: 0.0311705 | Time: 1147.35 ms [2022-04-18 13:35:59 main:574] : INFO : Epoch 1637 | loss: 0.0311631 | val_loss: 0.031169 | Time: 1156.53 ms [2022-04-18 13:36:00 main:574] : INFO : Epoch 1638 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 1131.55 ms [2022-04-18 13:36:01 main:574] : INFO : Epoch 1639 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 1145.33 ms [2022-04-18 13:36:02 main:574] : INFO : Epoch 1640 | loss: 0.0311604 | val_loss: 0.0311706 | Time: 1144.06 ms [2022-04-18 13:36:04 main:574] : INFO : Epoch 1641 | loss: 0.0311603 | val_loss: 0.0311709 | Time: 1134.45 ms [2022-04-18 13:36:05 main:574] : INFO : Epoch 1642 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 1133.33 ms [2022-04-18 13:36:06 main:574] : INFO : Epoch 1643 | loss: 0.03116 | val_loss: 0.0311701 | Time: 1143.43 ms [2022-04-18 13:36:07 main:574] : INFO : Epoch 1644 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 1140.84 ms [2022-04-18 13:36:08 main:574] : INFO : Epoch 1645 | loss: 0.0311592 | val_loss: 0.0311703 | Time: 1164.37 ms [2022-04-18 13:36:09 main:574] : INFO : Epoch 1646 | loss: 0.0311577 | val_loss: 0.0311707 | Time: 1137.77 ms [2022-04-18 13:36:10 main:574] : INFO : Epoch 1647 | loss: 0.0311582 | val_loss: 0.0311709 | Time: 1136.44 ms [2022-04-18 13:36:12 main:574] : INFO : Epoch 1648 | loss: 0.031158 | val_loss: 0.0311704 | Time: 1140.08 ms [2022-04-18 13:36:13 main:574] : INFO : Epoch 1649 | loss: 0.0311578 | val_loss: 0.0311713 | Time: 1142.57 ms [2022-04-18 13:36:14 main:574] : INFO : Epoch 1650 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 1148.27 ms [2022-04-18 13:36:15 main:574] : INFO : Epoch 1651 | loss: 0.0311562 | val_loss: 0.0311699 | Time: 1145.05 ms [2022-04-18 13:36:16 main:574] : INFO : Epoch 1652 | loss: 0.0311565 | val_loss: 0.0311706 | Time: 1150.18 ms [2022-04-18 13:36:17 main:574] : INFO : Epoch 1653 | loss: 0.0311561 | val_loss: 0.0311697 | Time: 1143.37 ms [2022-04-18 13:36:18 main:574] : INFO : Epoch 1654 | loss: 0.0311561 | val_loss: 0.03117 | Time: 1129.81 ms [2022-04-18 13:36:20 main:574] : INFO : Epoch 1655 | loss: 0.0311548 | val_loss: 0.0311718 | Time: 1136.09 ms [2022-04-18 13:36:21 main:574] : INFO : Epoch 1656 | loss: 0.0311559 | val_loss: 0.0311701 | Time: 1141.38 ms [2022-04-18 13:36:22 main:574] : INFO : Epoch 1657 | loss: 0.0311549 | val_loss: 0.0311708 | Time: 1138.18 ms [2022-04-18 13:36:23 main:574] : INFO : Epoch 1658 | loss: 0.0311537 | val_loss: 0.0311713 | Time: 1131.98 ms [2022-04-18 13:36:24 main:574] : INFO : Epoch 1659 | loss: 0.0311543 | val_loss: 0.0311705 | Time: 1133.24 ms [2022-04-18 13:36:25 main:574] : INFO : Epoch 1660 | loss: 0.0311541 | val_loss: 0.0311711 | Time: 1133.82 ms [2022-04-18 13:36:26 main:574] : INFO : Epoch 1661 | loss: 0.0311583 | val_loss: 0.0311692 | Time: 1138.53 ms [2022-04-18 13:36:28 main:574] : INFO : Epoch 1662 | loss: 0.0311626 | val_loss: 0.0311668 | Time: 1145.75 ms [2022-04-18 13:36:29 main:574] : INFO : Epoch 1663 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 1142.05 ms [2022-04-18 13:36:30 main:574] : INFO : Epoch 1664 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 1140.33 ms [2022-04-18 13:36:31 main:574] : INFO : Epoch 1665 | loss: 0.0311589 | val_loss: 0.0311692 | Time: 1134.53 ms [2022-04-18 13:36:32 main:574] : INFO : Epoch 1666 | loss: 0.0311592 | val_loss: 0.0311655 | Time: 1144.43 ms [2022-04-18 13:36:33 main:574] : INFO : Epoch 1667 | loss: 0.0311586 | val_loss: 0.0311671 | Time: 1135.69 ms [2022-04-18 13:36:34 main:574] : INFO : Epoch 1668 | loss: 0.0311563 | val_loss: 0.0311664 | Time: 1128.9 ms [2022-04-18 13:36:36 main:574] : INFO : Epoch 1669 | loss: 0.0311549 | val_loss: 0.0311656 | Time: 1140.01 ms [2022-04-18 13:36:37 main:574] : INFO : Epoch 1670 | loss: 0.0311535 | val_loss: 0.0311675 | Time: 1147.81 ms [2022-04-18 13:36:38 main:574] : INFO : Epoch 1671 | loss: 0.0311536 | val_loss: 0.0311665 | Time: 1135.23 ms [2022-04-18 13:36:39 main:574] : INFO : Epoch 1672 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 1141.57 ms [2022-04-18 13:36:40 main:574] : INFO : Epoch 1673 | loss: 0.031153 | val_loss: 0.0311666 | Time: 1135.1 ms [2022-04-18 13:36:41 main:574] : INFO : Epoch 1674 | loss: 0.0311529 | val_loss: 0.0311664 | Time: 1128.24 ms [2022-04-18 13:36:42 main:574] : INFO : Epoch 1675 | loss: 0.0311527 | val_loss: 0.0311689 | Time: 1136.74 ms [2022-04-18 13:36:44 main:574] : INFO : Epoch 1676 | loss: 0.0311526 | val_loss: 0.0311688 | Time: 1149.49 ms [2022-04-18 13:36:45 main:574] : INFO : Epoch 1677 | loss: 0.0311526 | val_loss: 0.0311661 | Time: 1137.54 ms [2022-04-18 13:36:46 main:574] : INFO : Epoch 1678 | loss: 0.0311511 | val_loss: 0.0311688 | Time: 1138.11 ms [2022-04-18 13:36:47 main:574] : INFO : Epoch 1679 | loss: 0.0311521 | val_loss: 0.0311679 | Time: 1156.19 ms [2022-04-18 13:36:48 main:574] : INFO : Epoch 1680 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 1136.8 ms [2022-04-18 13:36:49 main:574] : INFO : Epoch 1681 | loss: 0.0311518 | val_loss: 0.0311669 | Time: 1158.18 ms [2022-04-18 13:36:51 main:574] : INFO : Epoch 1682 | loss: 0.031151 | val_loss: 0.0311699 | Time: 1138.92 ms [2022-04-18 13:36:52 main:574] : INFO : Epoch 1683 | loss: 0.0311504 | val_loss: 0.0311691 | Time: 1149.76 ms [2022-04-18 13:36:53 main:574] : INFO : Epoch 1684 | loss: 0.0311581 | val_loss: 0.0311683 | Time: 1140.87 ms [2022-04-18 13:36:54 main:574] : INFO : Epoch 1685 | loss: 0.0311588 | val_loss: 0.0311669 | Time: 1143.62 ms [2022-04-18 13:36:55 main:574] : INFO : Epoch 1686 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 1146.89 ms [2022-04-18 13:36:56 main:574] : INFO : Epoch 1687 | loss: 0.0311571 | val_loss: 0.0311698 | Time: 1140.03 ms [2022-04-18 13:36:57 main:574] : INFO : Epoch 1688 | loss: 0.0311568 | val_loss: 0.0311699 | Time: 1147.48 ms [2022-04-18 13:36:59 main:574] : INFO : Epoch 1689 | loss: 0.0311555 | val_loss: 0.0311704 | Time: 1133.93 ms [2022-04-18 13:37:00 main:574] : INFO : Epoch 1690 | loss: 0.0311553 | val_loss: 0.0311671 | Time: 1136.04 ms [2022-04-18 13:37:01 main:574] : INFO : Epoch 1691 | loss: 0.0311552 | val_loss: 0.0311673 | Time: 1148.78 ms [2022-04-18 13:37:02 main:574] : INFO : Epoch 1692 | loss: 0.0311534 | val_loss: 0.0311677 | Time: 1135.87 ms [2022-04-18 13:37:03 main:574] : INFO : Epoch 1693 | loss: 0.0311527 | val_loss: 0.0311695 | Time: 1136.61 ms [2022-04-18 13:37:04 main:574] : INFO : Epoch 1694 | loss: 0.0311529 | val_loss: 0.0311661 | Time: 1154.04 ms [2022-04-18 13:37:05 main:574] : INFO : Epoch 1695 | loss: 0.0311538 | val_loss: 0.03117 | Time: 1125.52 ms [2022-04-18 13:37:07 main:574] : INFO : Epoch 1696 | loss: 0.0311533 | val_loss: 0.0311679 | Time: 1134.66 ms [2022-04-18 13:37:08 main:574] : INFO : Epoch 1697 | loss: 0.0311524 | val_loss: 0.0311666 | Time: 1145.34 ms [2022-04-18 13:37:09 main:574] : INFO : Epoch 1698 | loss: 0.0311515 | val_loss: 0.0311664 | Time: 1147.56 ms [2022-04-18 13:37:10 main:574] : INFO : Epoch 1699 | loss: 0.0311506 | val_loss: 0.031167 | Time: 1142.36 ms [2022-04-18 13:37:11 main:574] : INFO : Epoch 1700 | loss: 0.0311504 | val_loss: 0.0311709 | Time: 1149.11 ms [2022-04-18 13:37:12 main:574] : INFO : Epoch 1701 | loss: 0.0311516 | val_loss: 0.0311677 | Time: 1140.66 ms [2022-04-18 13:37:14 main:574] : INFO : Epoch 1702 | loss: 0.03115 | val_loss: 0.0311651 | Time: 1155.01 ms [2022-04-18 13:37:15 main:574] : INFO : Epoch 1703 | loss: 0.0311497 | val_loss: 0.0311664 | Time: 1155.19 ms [2022-04-18 13:37:16 main:574] : INFO : Epoch 1704 | loss: 0.0311521 | val_loss: 0.0311661 | Time: 1137.88 ms [2022-04-18 13:37:17 main:574] : INFO : Epoch 1705 | loss: 0.0311507 | val_loss: 0.0311656 | Time: 1135.91 ms [2022-04-18 13:37:18 main:574] : INFO : Epoch 1706 | loss: 0.0311493 | val_loss: 0.0311692 | Time: 1142.62 ms [2022-04-18 13:37:19 main:574] : INFO : Epoch 1707 | loss: 0.0311504 | val_loss: 0.0311681 | Time: 1151.56 ms [2022-04-18 13:37:20 main:574] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.031164 | Time: 1126.13 ms [2022-04-18 13:37:22 main:574] : INFO : Epoch 1709 | loss: 0.0311501 | val_loss: 0.0311674 | Time: 1137.69 ms [2022-04-18 13:37:23 main:574] : INFO : Epoch 1710 | loss: 0.0311515 | val_loss: 0.0311638 | Time: 1151.07 ms [2022-04-18 13:37:24 main:574] : INFO : Epoch 1711 | loss: 0.0311489 | val_loss: 0.0311636 | Time: 1131.6 ms [2022-04-18 13:37:25 main:574] : INFO : Epoch 1712 | loss: 0.0311493 | val_loss: 0.0311637 | Time: 1149 ms [2022-04-18 13:37:26 main:574] : INFO : Epoch 1713 | loss: 0.0311485 | val_loss: 0.0311617 | Time: 1135.44 ms [2022-04-18 13:37:27 main:574] : INFO : Epoch 1714 | loss: 0.0311484 | val_loss: 0.0311638 | Time: 1126.24 ms [2022-04-18 13:37:28 main:574] : INFO : Epoch 1715 | loss: 0.031147 | val_loss: 0.0311635 | Time: 1151.82 ms [2022-04-18 13:37:30 main:574] : INFO : Epoch 1716 | loss: 0.0311479 | val_loss: 0.0311621 | Time: 1137.64 ms [2022-04-18 13:37:31 main:574] : INFO : Epoch 1717 | loss: 0.0311484 | val_loss: 0.0311639 | Time: 1150.33 ms [2022-04-18 13:37:32 main:574] : INFO : Epoch 1718 | loss: 0.031147 | val_loss: 0.031161 | Time: 1144.01 ms [2022-04-18 13:37:33 main:574] : INFO : Epoch 1719 | loss: 0.0311452 | val_loss: 0.0311635 | Time: 1142.5 ms [2022-04-18 13:37:34 main:574] : INFO : Epoch 1720 | loss: 0.0311457 | val_loss: 0.031163 | Time: 1152.65 ms [2022-04-18 13:37:35 main:574] : INFO : Epoch 1721 | loss: 0.0311465 | val_loss: 0.0311644 | Time: 1142.89 ms [2022-04-18 13:37:36 main:574] : INFO : Epoch 1722 | loss: 0.0311472 | val_loss: 0.0311646 | Time: 1140.54 ms [2022-04-18 13:37:38 main:574] : INFO : Epoch 1723 | loss: 0.0311467 | val_loss: 0.0311618 | Time: 1141.96 ms [2022-04-18 13:37:39 main:574] : INFO : Epoch 1724 | loss: 0.0311441 | val_loss: 0.0311633 | Time: 1159.1 ms [2022-04-18 13:37:40 main:574] : INFO : Epoch 1725 | loss: 0.0311439 | val_loss: 0.0311648 | Time: 1138.56 ms [2022-04-18 13:37:41 main:574] : INFO : Epoch 1726 | loss: 0.0311433 | val_loss: 0.0311648 | Time: 1139.81 ms [2022-04-18 13:37:42 main:574] : INFO : Epoch 1727 | loss: 0.0311436 | val_loss: 0.0311645 | Time: 1144.29 ms [2022-04-18 13:37:43 main:574] : INFO : Epoch 1728 | loss: 0.0311437 | val_loss: 0.0311638 | Time: 1134.3 ms [2022-04-18 13:37:45 main:574] : INFO : Epoch 1729 | loss: 0.0311438 | val_loss: 0.0311651 | Time: 1135.43 ms [2022-04-18 13:37:46 main:574] : INFO : Epoch 1730 | loss: 0.0311423 | val_loss: 0.031165 | Time: 1133.96 ms [2022-04-18 13:37:47 main:574] : INFO : Epoch 1731 | loss: 0.0311424 | val_loss: 0.0311651 | Time: 1132.25 ms [2022-04-18 13:37:48 main:574] : INFO : Epoch 1732 | loss: 0.0311417 | val_loss: 0.031163 | Time: 1138.68 ms [2022-04-18 13:37:49 main:574] : INFO : Epoch 1733 | loss: 0.031142 | val_loss: 0.0311642 | Time: 1144.29 ms [2022-04-18 13:37:50 main:574] : INFO : Epoch 1734 | loss: 0.0311427 | val_loss: 0.0311656 | Time: 1137.59 ms [2022-04-18 13:37:51 main:574] : INFO : Epoch 1735 | loss: 0.0311434 | val_loss: 0.0311642 | Time: 1147.8 ms [2022-04-18 13:37:53 main:574] : INFO : Epoch 1736 | loss: 0.0311409 | val_loss: 0.0311625 | Time: 1147.55 ms [2022-04-18 13:37:54 main:574] : INFO : Epoch 1737 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 1137.7 ms [2022-04-18 13:37:55 main:574] : INFO : Epoch 1738 | loss: 0.031143 | val_loss: 0.031167 | Time: 1140.48 ms [2022-04-18 13:37:56 main:574] : INFO : Epoch 1739 | loss: 0.0311423 | val_loss: 0.0311668 | Time: 1138.17 ms [2022-04-18 13:37:57 main:574] : INFO : Epoch 1740 | loss: 0.0311426 | val_loss: 0.0311689 | Time: 1138.83 ms [2022-04-18 13:37:58 main:574] : INFO : Epoch 1741 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 1148.14 ms [2022-04-18 13:37:59 main:574] : INFO : Epoch 1742 | loss: 0.0311418 | val_loss: 0.0311627 | Time: 1136.19 ms [2022-04-18 13:38:01 main:574] : INFO : Epoch 1743 | loss: 0.0311422 | val_loss: 0.0311627 | Time: 1142.45 ms [2022-04-18 13:38:02 main:574] : INFO : Epoch 1744 | loss: 0.0311422 | val_loss: 0.0311648 | Time: 1142.5 ms [2022-04-18 13:38:03 main:574] : INFO : Epoch 1745 | loss: 0.0311424 | val_loss: 0.031162 | Time: 1135.73 ms [2022-04-18 13:38:04 main:574] : INFO : Epoch 1746 | loss: 0.0311418 | val_loss: 0.031161 | Time: 1141.22 ms [2022-04-18 13:38:05 main:574] : INFO : Epoch 1747 | loss: 0.0311425 | val_loss: 0.0311641 | Time: 1142.24 ms [2022-04-18 13:38:06 main:574] : INFO : Epoch 1748 | loss: 0.0311407 | val_loss: 0.0311629 | Time: 1148.04 ms [2022-04-18 13:38:07 main:574] : INFO : Epoch 1749 | loss: 0.0311423 | val_loss: 0.0311603 | Time: 1136.13 ms [2022-04-18 13:38:09 main:574] : INFO : Epoch 1750 | loss: 0.0311425 | val_loss: 0.0311602 | Time: 1144.77 ms [2022-04-18 13:38:10 main:574] : INFO : Epoch 1751 | loss: 0.0311409 | val_loss: 0.0311639 | Time: 1136.71 ms [2022-04-18 13:38:11 main:574] : INFO : Epoch 1752 | loss: 0.0311417 | val_loss: 0.0311633 | Time: 1139.82 ms [2022-04-18 13:38:12 main:574] : INFO : Epoch 1753 | loss: 0.0311416 | val_loss: 0.0311666 | Time: 1133.87 ms [2022-04-18 13:38:13 main:574] : INFO : Epoch 1754 | loss: 0.0311455 | val_loss: 0.0311678 | Time: 1133.94 ms [2022-04-18 13:38:14 main:574] : INFO : Epoch 1755 | loss: 0.0311421 | val_loss: 0.0311639 | Time: 1138.75 ms [2022-04-18 13:38:15 main:574] : INFO : Epoch 1756 | loss: 0.0311416 | val_loss: 0.0311656 | Time: 1138.04 ms [2022-04-18 13:38:17 main:574] : INFO : Epoch 1757 | loss: 0.0311406 | val_loss: 0.0311618 | Time: 1146.25 ms [2022-04-18 13:38:18 main:574] : INFO : Epoch 1758 | loss: 0.0311402 | val_loss: 0.0311658 | Time: 1160.5 ms [2022-04-18 13:38:19 main:574] : INFO : Epoch 1759 | loss: 0.031142 | val_loss: 0.0311678 | Time: 1148.25 ms [2022-04-18 13:38:20 main:574] : INFO : Epoch 1760 | loss: 0.0311408 | val_loss: 0.0311645 | Time: 1134.42 ms [2022-04-18 13:38:21 main:574] : INFO : Epoch 1761 | loss: 0.0311411 | val_loss: 0.0311637 | Time: 1144.21 ms [2022-04-18 13:38:22 main:574] : INFO : Epoch 1762 | loss: 0.0311412 | val_loss: 0.0311661 | Time: 1152.96 ms [2022-04-18 13:38:24 main:574] : INFO : Epoch 1763 | loss: 0.0311421 | val_loss: 0.0311636 | Time: 1140.89 ms [2022-04-18 13:38:25 main:574] : INFO : Epoch 1764 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 1134.28 ms [2022-04-18 13:38:26 main:574] : INFO : Epoch 1765 | loss: 0.0311419 | val_loss: 0.0311663 | Time: 1132.52 ms [2022-04-18 13:38:27 main:574] : INFO : Epoch 1766 | loss: 0.0311413 | val_loss: 0.0311642 | Time: 1150.55 ms [2022-04-18 13:38:28 main:574] : INFO : Epoch 1767 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 1144.17 ms [2022-04-18 13:38:29 main:574] : INFO : Epoch 1768 | loss: 0.0311413 | val_loss: 0.0311668 | Time: 1139.17 ms [2022-04-18 13:38:30 main:574] : INFO : Epoch 1769 | loss: 0.0311419 | val_loss: 0.0311665 | Time: 1145.73 ms [2022-04-18 13:38:32 main:574] : INFO : Epoch 1770 | loss: 0.0311429 | val_loss: 0.0311708 | Time: 1137.85 ms [2022-04-18 13:38:33 main:574] : INFO : Epoch 1771 | loss: 0.031145 | val_loss: 0.0311669 | Time: 1130.68 ms [2022-04-18 13:38:34 main:574] : INFO : Epoch 1772 | loss: 0.0311435 | val_loss: 0.0311648 | Time: 1149.15 ms [2022-04-18 13:38:35 main:574] : INFO : Epoch 1773 | loss: 0.0311447 | val_loss: 0.0311695 | Time: 1137.45 ms [2022-04-18 13:38:36 main:574] : INFO : Epoch 1774 | loss: 0.0311418 | val_loss: 0.0311666 | Time: 1146.63 ms [2022-04-18 13:38:37 main:574] : INFO : Epoch 1775 | loss: 0.0311423 | val_loss: 0.0311652 | Time: 1146.99 ms [2022-04-18 13:38:38 main:574] : INFO : Epoch 1776 | loss: 0.0311448 | val_loss: 0.0311639 | Time: 1146.36 ms [2022-04-18 13:38:40 main:574] : INFO : Epoch 1777 | loss: 0.0311464 | val_loss: 0.0311617 | Time: 1136.39 ms [2022-04-18 13:38:41 main:574] : INFO : Epoch 1778 | loss: 0.031145 | val_loss: 0.031164 | Time: 1140.79 ms [2022-04-18 13:38:42 main:574] : INFO : Epoch 1779 | loss: 0.031147 | val_loss: 0.0311638 | Time: 1140.43 ms [2022-04-18 13:38:43 main:574] : INFO : Epoch 1780 | loss: 0.0311481 | val_loss: 0.0311644 | Time: 1138.87 ms [2022-04-18 13:38:44 main:574] : INFO : Epoch 1781 | loss: 0.0311448 | val_loss: 0.0311674 | Time: 1138.38 ms [2022-04-18 13:38:45 main:574] : INFO : Epoch 1782 | loss: 0.0311439 | val_loss: 0.0311621 | Time: 1132.79 ms [2022-04-18 13:38:46 main:574] : INFO : Epoch 1783 | loss: 0.0311412 | val_loss: 0.0311672 | Time: 1137.62 ms [2022-04-18 13:38:48 main:574] : INFO : Epoch 1784 | loss: 0.0311408 | val_loss: 0.031164 | Time: 1125.08 ms [2022-04-18 13:38:49 main:574] : INFO : Epoch 1785 | loss: 0.031142 | val_loss: 0.0311636 | Time: 1152.71 ms [2022-04-18 13:38:50 main:574] : INFO : Epoch 1786 | loss: 0.0311422 | val_loss: 0.0311637 | Time: 1144.5 ms [2022-04-18 13:38:51 main:574] : INFO : Epoch 1787 | loss: 0.0311416 | val_loss: 0.0311647 | Time: 1145.8 ms [2022-04-18 13:38:52 main:574] : INFO : Epoch 1788 | loss: 0.0311431 | val_loss: 0.0311649 | Time: 1159.88 ms [2022-04-18 13:38:53 main:574] : INFO : Epoch 1789 | loss: 0.0311433 | val_loss: 0.0311679 | Time: 1148.35 ms [2022-04-18 13:38:55 main:574] : INFO : Epoch 1790 | loss: 0.0311431 | val_loss: 0.0311652 | Time: 1145.05 ms [2022-04-18 13:38:56 main:574] : INFO : Epoch 1791 | loss: 0.0311423 | val_loss: 0.0311678 | Time: 1142.35 ms [2022-04-18 13:38:57 main:574] : INFO : Epoch 1792 | loss: 0.0311408 | val_loss: 0.0311651 | Time: 1147.39 ms [2022-04-18 13:38:58 main:574] : INFO : Epoch 1793 | loss: 0.0311393 | val_loss: 0.0311678 | Time: 1137.8 ms [2022-04-18 13:38:59 main:574] : INFO : Epoch 1794 | loss: 0.0311431 | val_loss: 0.0311716 | Time: 1138.27 ms [2022-04-18 13:39:00 main:574] : INFO : Epoch 1795 | loss: 0.0311427 | val_loss: 0.0311658 | Time: 1137.84 ms [2022-04-18 13:39:01 main:574] : INFO : Epoch 1796 | loss: 0.0311409 | val_loss: 0.0311681 | Time: 1131.22 ms [2022-04-18 13:39:03 main:574] : INFO : Epoch 1797 | loss: 0.0311378 | val_loss: 0.0311698 | Time: 1140.14 ms [2022-04-18 13:39:04 main:574] : INFO : Epoch 1798 | loss: 0.031138 | val_loss: 0.031169 | Time: 1137.38 ms [2022-04-18 13:39:05 main:574] : INFO : Epoch 1799 | loss: 0.0311422 | val_loss: 0.0311674 | Time: 1152.63 ms [2022-04-18 13:39:06 main:574] : INFO : Epoch 1800 | loss: 0.0311422 | val_loss: 0.0311664 | Time: 1158.04 ms [2022-04-18 13:39:07 main:574] : INFO : Epoch 1801 | loss: 0.0311447 | val_loss: 0.0311692 | Time: 1142.96 ms [2022-04-18 13:39:08 main:574] : INFO : Epoch 1802 | loss: 0.0311448 | val_loss: 0.0311632 | Time: 1141.98 ms [2022-04-18 13:39:09 main:574] : INFO : Epoch 1803 | loss: 0.0311434 | val_loss: 0.0311709 | Time: 1131.34 ms [2022-04-18 13:39:11 main:574] : INFO : Epoch 1804 | loss: 0.0311432 | val_loss: 0.0311647 | Time: 1141.09 ms [2022-04-18 13:39:12 main:574] : INFO : Epoch 1805 | loss: 0.0311438 | val_loss: 0.0311634 | Time: 1134.43 ms [2022-04-18 13:39:13 main:574] : INFO : Epoch 1806 | loss: 0.0311439 | val_loss: 0.0311614 | Time: 1134.72 ms [2022-04-18 13:39:14 main:574] : INFO : Epoch 1807 | loss: 0.0311422 | val_loss: 0.0311656 | Time: 1135.55 ms [2022-04-18 13:39:15 main:574] : INFO : Epoch 1808 | loss: 0.0311466 | val_loss: 0.0311639 | Time: 1150.67 ms [2022-04-18 13:39:16 main:574] : INFO : Epoch 1809 | loss: 0.0311489 | val_loss: 0.0311653 | Time: 1133.11 ms [2022-04-18 13:39:17 main:574] : INFO : Epoch 1810 | loss: 0.0311486 | val_loss: 0.0311631 | Time: 1140.37 ms [2022-04-18 13:39:19 main:574] : INFO : Epoch 1811 | loss: 0.0311448 | val_loss: 0.0311646 | Time: 1151.96 ms [2022-04-18 13:39:20 main:574] : INFO : Epoch 1812 | loss: 0.0311432 | val_loss: 0.0311668 | Time: 1145.29 ms [2022-04-18 13:39:21 main:574] : INFO : Epoch 1813 | loss: 0.0311414 | val_loss: 0.0311667 | Time: 1139.35 ms [2022-04-18 13:39:22 main:574] : INFO : Epoch 1814 | loss: 0.0311416 | val_loss: 0.0311646 | Time: 1139.66 ms [2022-04-18 13:39:23 main:574] : INFO : Epoch 1815 | loss: 0.0311411 | val_loss: 0.0311647 | Time: 1134.09 ms [2022-04-18 13:39:24 main:574] : INFO : Epoch 1816 | loss: 0.03114 | val_loss: 0.0311641 | Time: 1144.14 ms [2022-04-18 13:39:25 main:574] : INFO : Epoch 1817 | loss: 0.0311396 | val_loss: 0.0311644 | Time: 1128.92 ms [2022-04-18 13:39:27 main:574] : INFO : Epoch 1818 | loss: 0.0311383 | val_loss: 0.0311662 | Time: 1149.53 ms [2022-04-18 13:39:28 main:574] : INFO : Epoch 1819 | loss: 0.0311381 | val_loss: 0.0311649 | Time: 1145.75 ms [2022-04-18 13:39:29 main:574] : INFO : Epoch 1820 | loss: 0.0311388 | val_loss: 0.0311662 | Time: 1154.08 ms [2022-04-18 13:39:30 main:574] : INFO : Epoch 1821 | loss: 0.0311439 | val_loss: 0.0311686 | Time: 1140.51 ms [2022-04-18 13:39:31 main:574] : INFO : Epoch 1822 | loss: 0.0311436 | val_loss: 0.0311695 | Time: 1130.64 ms [2022-04-18 13:39:32 main:574] : INFO : Epoch 1823 | loss: 0.0311407 | val_loss: 0.0311658 | Time: 1138.3 ms [2022-04-18 13:39:34 main:574] : INFO : Epoch 1824 | loss: 0.0311399 | val_loss: 0.0311671 | Time: 1133.29 ms [2022-04-18 13:39:35 main:574] : INFO : Epoch 1825 | loss: 0.0311397 | val_loss: 0.0311695 | Time: 1131.12 ms [2022-04-18 13:39:36 main:574] : INFO : Epoch 1826 | loss: 0.0311392 | val_loss: 0.0311666 | Time: 1138.07 ms [2022-04-18 13:39:37 main:574] : INFO : Epoch 1827 | loss: 0.0311424 | val_loss: 0.031164 | Time: 1137.48 ms [2022-04-18 13:39:38 main:574] : INFO : Epoch 1828 | loss: 0.031145 | val_loss: 0.0311672 | Time: 1140.96 ms [2022-04-18 13:39:39 main:574] : INFO : Epoch 1829 | loss: 0.0311427 | val_loss: 0.0311622 | Time: 1125.03 ms [2022-04-18 13:39:40 main:574] : INFO : Epoch 1830 | loss: 0.0311389 | val_loss: 0.031169 | Time: 1139.12 ms [2022-04-18 13:39:42 main:574] : INFO : Epoch 1831 | loss: 0.0311393 | val_loss: 0.0311622 | Time: 1142.73 ms [2022-04-18 13:39:43 main:574] : INFO : Epoch 1832 | loss: 0.0311388 | val_loss: 0.0311636 | Time: 1129.43 ms [2022-04-18 13:39:44 main:574] : INFO : Epoch 1833 | loss: 0.0311404 | val_loss: 0.0311631 | Time: 1131.62 ms [2022-04-18 13:39:45 main:574] : INFO : Epoch 1834 | loss: 0.031139 | val_loss: 0.0311691 | Time: 1162.67 ms [2022-04-18 13:39:46 main:574] : INFO : Epoch 1835 | loss: 0.0311407 | val_loss: 0.0311665 | Time: 1139.2 ms [2022-04-18 13:39:47 main:574] : INFO : Epoch 1836 | loss: 0.0311406 | val_loss: 0.0311644 | Time: 1142.15 ms [2022-04-18 13:39:48 main:574] : INFO : Epoch 1837 | loss: 0.0311411 | val_loss: 0.0311669 | Time: 1141.2 ms [2022-04-18 13:39:50 main:574] : INFO : Epoch 1838 | loss: 0.0311406 | val_loss: 0.0311715 | Time: 1150.29 ms [2022-04-18 13:39:51 main:574] : INFO : Epoch 1839 | loss: 0.0311407 | val_loss: 0.0311682 | Time: 1139.25 ms [2022-04-18 13:39:52 main:574] : INFO : Epoch 1840 | loss: 0.0311404 | val_loss: 0.0311703 | Time: 1138.29 ms [2022-04-18 13:39:53 main:574] : INFO : Epoch 1841 | loss: 0.0311416 | val_loss: 0.0311676 | Time: 1133.57 ms [2022-04-18 13:39:54 main:574] : INFO : Epoch 1842 | loss: 0.0311408 | val_loss: 0.0311664 | Time: 1167.49 ms [2022-04-18 13:39:55 main:574] : INFO : Epoch 1843 | loss: 0.0311421 | val_loss: 0.0311702 | Time: 1139.65 ms [2022-04-18 13:39:56 main:574] : INFO : Epoch 1844 | loss: 0.0311414 | val_loss: 0.0311694 | Time: 1138.27 ms [2022-04-18 13:39:58 main:574] : INFO : Epoch 1845 | loss: 0.0311392 | val_loss: 0.0311669 | Time: 1136.02 ms [2022-04-18 13:39:59 main:574] : INFO : Epoch 1846 | loss: 0.0311401 | val_loss: 0.0311684 | Time: 1137.53 ms [2022-04-18 13:40:00 main:574] : INFO : Epoch 1847 | loss: 0.0311387 | val_loss: 0.0311698 | Time: 1142.18 ms [2022-04-18 13:40:01 main:574] : INFO : Epoch 1848 | loss: 0.0311382 | val_loss: 0.0311684 | Time: 1138.5 ms [2022-04-18 13:40:02 main:574] : INFO : Epoch 1849 | loss: 0.0311396 | val_loss: 0.0311727 | Time: 1142.26 ms [2022-04-18 13:40:03 main:574] : INFO : Epoch 1850 | loss: 0.031138 | val_loss: 0.0311696 | Time: 1145.62 ms [2022-04-18 13:40:04 main:574] : INFO : Epoch 1851 | loss: 0.0311405 | val_loss: 0.0311656 | Time: 1141.38 ms [2022-04-18 13:40:06 main:574] : INFO : Epoch 1852 | loss: 0.0311423 | val_loss: 0.0311671 | Time: 1134.74 ms [2022-04-18 13:40:07 main:574] : INFO : Epoch 1853 | loss: 0.0311384 | val_loss: 0.0311673 | Time: 1146.24 ms [2022-04-18 13:40:08 main:574] : INFO : Epoch 1854 | loss: 0.0311382 | val_loss: 0.0311653 | Time: 1134.61 ms [2022-04-18 13:40:09 main:574] : INFO : Epoch 1855 | loss: 0.031137 | val_loss: 0.0311654 | Time: 1135.75 ms [2022-04-18 13:40:10 main:574] : INFO : Epoch 1856 | loss: 0.0311377 | val_loss: 0.031164 | Time: 1140.83 ms [2022-04-18 13:40:11 main:574] : INFO : Epoch 1857 | loss: 0.0311408 | val_loss: 0.0311637 | Time: 1138.33 ms [2022-04-18 13:40:12 main:574] : INFO : Epoch 1858 | loss: 0.03114 | val_loss: 0.0311654 | Time: 1150.28 ms [2022-04-18 13:40:14 main:574] : INFO : Epoch 1859 | loss: 0.0311383 | val_loss: 0.0311646 | Time: 1140.42 ms [2022-04-18 13:40:15 main:574] : INFO : Epoch 1860 | loss: 0.0311384 | val_loss: 0.0311622 | Time: 1136.73 ms [2022-04-18 13:40:16 main:574] : INFO : Epoch 1861 | loss: 0.0311454 | val_loss: 0.0311604 | Time: 1147.71 ms [2022-04-18 13:40:17 main:574] : INFO : Epoch 1862 | loss: 0.0311446 | val_loss: 0.0311618 | Time: 1144.96 ms [2022-04-18 13:40:18 main:574] : INFO : Epoch 1863 | loss: 0.0311435 | val_loss: 0.0311666 | Time: 1136.47 ms [2022-04-18 13:40:19 main:574] : INFO : Epoch 1864 | loss: 0.0311425 | val_loss: 0.0311671 | Time: 1149.3 ms [2022-04-18 13:40:21 main:574] : INFO : Epoch 1865 | loss: 0.0311423 | val_loss: 0.0311673 | Time: 1131.22 ms [2022-04-18 13:40:22 main:574] : INFO : Epoch 1866 | loss: 0.0311437 | val_loss: 0.0311625 | Time: 1127.31 ms [2022-04-18 13:40:23 main:574] : INFO : Epoch 1867 | loss: 0.0311433 | val_loss: 0.0311651 | Time: 1144.76 ms [2022-04-18 13:40:24 main:574] : INFO : Epoch 1868 | loss: 0.0311454 | val_loss: 0.0311647 | Time: 1149.07 ms [2022-04-18 13:40:25 main:574] : INFO : Epoch 1869 | loss: 0.0311425 | val_loss: 0.0311642 | Time: 1135.58 ms [2022-04-18 13:40:26 main:574] : INFO : Epoch 1870 | loss: 0.0311426 | val_loss: 0.0311678 | Time: 1131.69 ms [2022-04-18 13:40:27 main:574] : INFO : Epoch 1871 | loss: 0.0311399 | val_loss: 0.0311617 | Time: 1148.24 ms [2022-04-18 13:40:29 main:574] : INFO : Epoch 1872 | loss: 0.0311401 | val_loss: 0.0311605 | Time: 1144.16 ms [2022-04-18 13:40:30 main:574] : INFO : Epoch 1873 | loss: 0.0311388 | val_loss: 0.0311618 | Time: 1138.15 ms [2022-04-18 13:40:31 main:574] : INFO : Epoch 1874 | loss: 0.031138 | val_loss: 0.031163 | Time: 1129.33 ms [2022-04-18 13:40:32 main:574] : INFO : Epoch 1875 | loss: 0.0311408 | val_loss: 0.031163 | Time: 1131.4 ms [2022-04-18 13:40:33 main:574] : INFO : Epoch 1876 | loss: 0.0311417 | val_loss: 0.0311612 | Time: 1139.06 ms [2022-04-18 13:40:34 main:574] : INFO : Epoch 1877 | loss: 0.0311432 | val_loss: 0.031165 | Time: 1133.45 ms [2022-04-18 13:40:35 main:574] : INFO : Epoch 1878 | loss: 0.0311412 | val_loss: 0.0311632 | Time: 1132.3 ms [2022-04-18 13:40:37 main:574] : INFO : Epoch 1879 | loss: 0.0311455 | val_loss: 0.0311636 | Time: 1138.77 ms [2022-04-18 13:40:38 main:574] : INFO : Epoch 1880 | loss: 0.031145 | val_loss: 0.0311624 | Time: 1129.64 ms [2022-04-18 13:40:39 main:574] : INFO : Epoch 1881 | loss: 0.0311466 | val_loss: 0.0311653 | Time: 1145.68 ms [2022-04-18 13:40:40 main:574] : INFO : Epoch 1882 | loss: 0.0311467 | val_loss: 0.0311649 | Time: 1140.01 ms [2022-04-18 13:40:41 main:574] : INFO : Epoch 1883 | loss: 0.0311488 | val_loss: 0.0311687 | Time: 1138.33 ms [2022-04-18 13:40:42 main:574] : INFO : Epoch 1884 | loss: 0.0311474 | val_loss: 0.0311653 | Time: 1143.33 ms [2022-04-18 13:40:43 main:574] : INFO : Epoch 1885 | loss: 0.0311474 | val_loss: 0.0311738 | Time: 1144.02 ms [2022-04-18 13:40:45 main:574] : INFO : Epoch 1886 | loss: 0.0311464 | val_loss: 0.0311671 | Time: 1133.45 ms [2022-04-18 13:40:46 main:574] : INFO : Epoch 1887 | loss: 0.0311454 | val_loss: 0.0311691 | Time: 1133.88 ms [2022-04-18 13:40:47 main:574] : INFO : Epoch 1888 | loss: 0.0311428 | val_loss: 0.0311694 | Time: 1142.76 ms [2022-04-18 13:40:48 main:574] : INFO : Epoch 1889 | loss: 0.0311454 | val_loss: 0.0311695 | Time: 1158.67 ms [2022-04-18 13:40:49 main:574] : INFO : Epoch 1890 | loss: 0.0311453 | val_loss: 0.0311736 | Time: 1137.77 ms [2022-04-18 13:40:50 main:574] : INFO : Epoch 1891 | loss: 0.0311445 | val_loss: 0.0311709 | Time: 1132.51 ms [2022-04-18 13:40:51 main:574] : INFO : Epoch 1892 | loss: 0.0311432 | val_loss: 0.0311716 | Time: 1140.76 ms [2022-04-18 13:40:53 main:574] : INFO : Epoch 1893 | loss: 0.0311435 | val_loss: 0.0311694 | Time: 1130.44 ms [2022-04-18 13:40:54 main:574] : INFO : Epoch 1894 | loss: 0.0311425 | val_loss: 0.0311705 | Time: 1135.38 ms [2022-04-18 13:40:55 main:574] : INFO : Epoch 1895 | loss: 0.0311435 | val_loss: 0.0311712 | Time: 1133.26 ms [2022-04-18 13:40:56 main:574] : INFO : Epoch 1896 | loss: 0.0311439 | val_loss: 0.0311701 | Time: 1133.22 ms [2022-04-18 13:40:57 main:574] : INFO : Epoch 1897 | loss: 0.0311434 | val_loss: 0.0311708 | Time: 1137.52 ms [2022-04-18 13:40:58 main:574] : INFO : Epoch 1898 | loss: 0.0311415 | val_loss: 0.03117 | Time: 1132.16 ms [2022-04-18 13:40:59 main:574] : INFO : Epoch 1899 | loss: 0.0311415 | val_loss: 0.0311677 | Time: 1143 ms [2022-04-18 13:41:01 main:574] : INFO : Epoch 1900 | loss: 0.0311395 | val_loss: 0.0311653 | Time: 1149.22 ms [2022-04-18 13:41:02 main:574] : INFO : Epoch 1901 | loss: 0.0311397 | val_loss: 0.0311662 | Time: 1143.35 ms [2022-04-18 13:41:03 main:574] : INFO : Epoch 1902 | loss: 0.0311393 | val_loss: 0.0311656 | Time: 1138.7 ms [2022-04-18 13:41:04 main:574] : INFO : Epoch 1903 | loss: 0.0311388 | val_loss: 0.0311644 | Time: 1132.74 ms [2022-04-18 13:41:05 main:574] : INFO : Epoch 1904 | loss: 0.0311406 | val_loss: 0.0311614 | Time: 1143.98 ms [2022-04-18 13:41:06 main:574] : INFO : Epoch 1905 | loss: 0.0311376 | val_loss: 0.0311637 | Time: 1137.19 ms [2022-04-18 13:41:07 main:574] : INFO : Epoch 1906 | loss: 0.0311383 | val_loss: 0.0311676 | Time: 1146.29 ms [2022-04-18 13:41:09 main:574] : INFO : Epoch 1907 | loss: 0.0311388 | val_loss: 0.0311659 | Time: 1134.56 ms [2022-04-18 13:41:10 main:574] : INFO : Epoch 1908 | loss: 0.0311381 | val_loss: 0.0311652 | Time: 1142.56 ms [2022-04-18 13:41:11 main:574] : INFO : Epoch 1909 | loss: 0.0311367 | val_loss: 0.0311643 | Time: 1132.89 ms [2022-04-18 13:41:12 main:574] : INFO : Epoch 1910 | loss: 0.0311382 | val_loss: 0.0311645 | Time: 1154.41 ms [2022-04-18 13:41:13 main:574] : INFO : Epoch 1911 | loss: 0.0311377 | val_loss: 0.031163 | Time: 1142.82 ms [2022-04-18 13:41:14 main:574] : INFO : Epoch 1912 | loss: 0.0311382 | val_loss: 0.0311614 | Time: 1124.64 ms [2022-04-18 13:41:15 main:574] : INFO : Epoch 1913 | loss: 0.031139 | val_loss: 0.0311652 | Time: 1136.5 ms [2022-04-18 13:41:17 main:574] : INFO : Epoch 1914 | loss: 0.0311407 | val_loss: 0.0311616 | Time: 1142.75 ms [2022-04-18 13:41:18 main:574] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.0311614 | Time: 1137.36 ms [2022-04-18 13:41:19 main:574] : INFO : Epoch 1916 | loss: 0.0311425 | val_loss: 0.0311714 | Time: 1151.44 ms [2022-04-18 13:41:20 main:574] : INFO : Epoch 1917 | loss: 0.0311421 | val_loss: 0.0311703 | Time: 1131.95 ms [2022-04-18 13:41:21 main:574] : INFO : Epoch 1918 | loss: 0.0311411 | val_loss: 0.0311643 | Time: 1135.7 ms [2022-04-18 13:41:22 main:574] : INFO : Epoch 1919 | loss: 0.0311378 | val_loss: 0.0311631 | Time: 1141.22 ms [2022-04-18 13:41:23 main:574] : INFO : Epoch 1920 | loss: 0.0311391 | val_loss: 0.0311668 | Time: 1141.21 ms [2022-04-18 13:41:25 main:574] : INFO : Epoch 1921 | loss: 0.0311393 | val_loss: 0.0311634 | Time: 1141.29 ms [2022-04-18 13:41:26 main:574] : INFO : Epoch 1922 | loss: 0.0311365 | val_loss: 0.0311642 | Time: 1142.47 ms [2022-04-18 13:41:27 main:574] : INFO : Epoch 1923 | loss: 0.0311356 | val_loss: 0.0311658 | Time: 1144.21 ms [2022-04-18 13:41:28 main:574] : INFO : Epoch 1924 | loss: 0.0311365 | val_loss: 0.0311642 | Time: 1135.42 ms [2022-04-18 13:41:29 main:574] : INFO : Epoch 1925 | loss: 0.031137 | val_loss: 0.0311639 | Time: 1131.54 ms [2022-04-18 13:41:30 main:574] : INFO : Epoch 1926 | loss: 0.0311395 | val_loss: 0.0311659 | Time: 1134.66 ms [2022-04-18 13:41:31 main:574] : INFO : Epoch 1927 | loss: 0.0311408 | val_loss: 0.0311635 | Time: 1137.31 ms [2022-04-18 13:41:33 main:574] : INFO : Epoch 1928 | loss: 0.0311404 | val_loss: 0.0311653 | Time: 1132.12 ms [2022-04-18 13:41:34 main:574] : INFO : Epoch 1929 | loss: 0.0311403 | val_loss: 0.0311624 | Time: 1139.75 ms [2022-04-18 13:41:35 main:574] : INFO : Epoch 1930 | loss: 0.0311389 | val_loss: 0.0311635 | Time: 1146.93 ms [2022-04-18 13:41:36 main:574] : INFO : Epoch 1931 | loss: 0.0311397 | val_loss: 0.0311637 | Time: 1135.65 ms [2022-04-18 13:41:37 main:574] : INFO : Epoch 1932 | loss: 0.0311408 | val_loss: 0.0311629 | Time: 1130.24 ms [2022-04-18 13:41:38 main:574] : INFO : Epoch 1933 | loss: 0.0311394 | val_loss: 0.0311607 | Time: 1136.51 ms [2022-04-18 13:41:39 main:574] : INFO : Epoch 1934 | loss: 0.0311389 | val_loss: 0.0311609 | Time: 1138.22 ms [2022-04-18 13:41:41 main:574] : INFO : Epoch 1935 | loss: 0.0311375 | val_loss: 0.0311606 | Time: 1148.07 ms [2022-04-18 13:41:42 main:574] : INFO : Epoch 1936 | loss: 0.0311395 | val_loss: 0.0311668 | Time: 1149.62 ms [2022-04-18 13:41:43 main:574] : INFO : Epoch 1937 | loss: 0.0311431 | val_loss: 0.031163 | Time: 1137.98 ms [2022-04-18 13:41:44 main:574] : INFO : Epoch 1938 | loss: 0.0311406 | val_loss: 0.0311627 | Time: 1138.99 ms [2022-04-18 13:41:45 main:574] : INFO : Epoch 1939 | loss: 0.0311373 | val_loss: 0.0311638 | Time: 1160.43 ms [2022-04-18 13:41:46 main:574] : INFO : Epoch 1940 | loss: 0.0311367 | val_loss: 0.0311603 | Time: 1136.02 ms [2022-04-18 13:41:48 main:574] : INFO : Epoch 1941 | loss: 0.0311367 | val_loss: 0.0311626 | Time: 1143.6 ms [2022-04-18 13:41:49 main:574] : INFO : Epoch 1942 | loss: 0.0311349 | val_loss: 0.0311666 | Time: 1144.89 ms [2022-04-18 13:41:50 main:574] : INFO : Epoch 1943 | loss: 0.0311358 | val_loss: 0.0311652 | Time: 1139.11 ms [2022-04-18 13:41:51 main:574] : INFO : Epoch 1944 | loss: 0.031136 | val_loss: 0.0311617 | Time: 1147.17 ms [2022-04-18 13:41:52 main:574] : INFO : Epoch 1945 | loss: 0.0311351 | val_loss: 0.031165 | Time: 1157.66 ms [2022-04-18 13:41:53 main:574] : INFO : Epoch 1946 | loss: 0.0311343 | val_loss: 0.0311639 | Time: 1136.04 ms [2022-04-18 13:41:54 main:574] : INFO : Epoch 1947 | loss: 0.0311334 | val_loss: 0.0311668 | Time: 1130.35 ms [2022-04-18 13:41:56 main:574] : INFO : Epoch 1948 | loss: 0.031134 | val_loss: 0.0311654 | Time: 1141.13 ms [2022-04-18 13:41:57 main:574] : INFO : Epoch 1949 | loss: 0.0311359 | val_loss: 0.0311679 | Time: 1132.23 ms [2022-04-18 13:41:58 main:574] : INFO : Epoch 1950 | loss: 0.0311375 | val_loss: 0.0311692 | Time: 1126.99 ms [2022-04-18 13:41:59 main:574] : INFO : Epoch 1951 | loss: 0.0311365 | val_loss: 0.0311662 | Time: 1134.9 ms [2022-04-18 13:42:00 main:574] : INFO : Epoch 1952 | loss: 0.0311365 | val_loss: 0.0311632 | Time: 1149.44 ms [2022-04-18 13:42:01 main:574] : INFO : Epoch 1953 | loss: 0.03114 | val_loss: 0.0311643 | Time: 1132.25 ms [2022-04-18 13:42:02 main:574] : INFO : Epoch 1954 | loss: 0.0311402 | val_loss: 0.0311659 | Time: 1143.49 ms [2022-04-18 13:42:04 main:574] : INFO : Epoch 1955 | loss: 0.0311388 | val_loss: 0.0311639 | Time: 1149.72 ms [2022-04-18 13:42:05 main:574] : INFO : Epoch 1956 | loss: 0.0311361 | val_loss: 0.0311631 | Time: 1134.54 ms [2022-04-18 13:42:06 main:574] : INFO : Epoch 1957 | loss: 0.0311371 | val_loss: 0.0311623 | Time: 1149.61 ms [2022-04-18 13:42:07 main:574] : INFO : Epoch 1958 | loss: 0.0311379 | val_loss: 0.0311623 | Time: 1152.02 ms [2022-04-18 13:42:08 main:574] : INFO : Epoch 1959 | loss: 0.0311343 | val_loss: 0.0311644 | Time: 1132.12 ms [2022-04-18 13:42:09 main:574] : INFO : Epoch 1960 | loss: 0.0311342 | val_loss: 0.0311643 | Time: 1143.78 ms [2022-04-18 13:42:10 main:574] : INFO : Epoch 1961 | loss: 0.0311353 | val_loss: 0.0311681 | Time: 1144.38 ms [2022-04-18 13:42:12 main:574] : INFO : Epoch 1962 | loss: 0.0311424 | val_loss: 0.0311701 | Time: 1136.51 ms [2022-04-18 13:42:13 main:574] : INFO : Epoch 1963 | loss: 0.031142 | val_loss: 0.0311642 | Time: 1129.91 ms [2022-04-18 13:42:14 main:574] : INFO : Epoch 1964 | loss: 0.0311383 | val_loss: 0.0311617 | Time: 1134.64 ms [2022-04-18 13:42:15 main:574] : INFO : Epoch 1965 | loss: 0.031139 | val_loss: 0.0311666 | Time: 1137.78 ms [2022-04-18 13:42:16 main:574] : INFO : Epoch 1966 | loss: 0.0311375 | val_loss: 0.0311602 | Time: 1146.65 ms [2022-04-18 13:42:17 main:574] : INFO : Epoch 1967 | loss: 0.0311369 | val_loss: 0.031158 | Time: 1138.78 ms [2022-04-18 13:42:18 main:574] : INFO : Epoch 1968 | loss: 0.0311397 | val_loss: 0.0311618 | Time: 1154.32 ms [2022-04-18 13:42:20 main:574] : INFO : Epoch 1969 | loss: 0.0311456 | val_loss: 0.0311628 | Time: 1139.64 ms [2022-04-18 13:42:21 main:574] : INFO : Epoch 1970 | loss: 0.0311426 | val_loss: 0.0311601 | Time: 1143.24 ms [2022-04-18 13:42:22 main:574] : INFO : Epoch 1971 | loss: 0.0311429 | val_loss: 0.0311667 | Time: 1138.32 ms [2022-04-18 13:42:23 main:574] : INFO : Epoch 1972 | loss: 0.0311398 | val_loss: 0.031162 | Time: 1144.49 ms [2022-04-18 13:42:24 main:574] : INFO : Epoch 1973 | loss: 0.0311399 | val_loss: 0.0311604 | Time: 1138.78 ms [2022-04-18 13:42:25 main:574] : INFO : Epoch 1974 | loss: 0.0311413 | val_loss: 0.0311636 | Time: 1140.99 ms [2022-04-18 13:42:27 main:574] : INFO : Epoch 1975 | loss: 0.0311382 | val_loss: 0.0311568 | Time: 1138.91 ms [2022-04-18 13:42:28 main:574] : INFO : Epoch 1976 | loss: 0.0311355 | val_loss: 0.0311613 | Time: 1134.51 ms [2022-04-18 13:42:29 main:574] : INFO : Epoch 1977 | loss: 0.0311353 | val_loss: 0.031164 | Time: 1147.67 ms [2022-04-18 13:42:30 main:574] : INFO : Epoch 1978 | loss: 0.0311357 | val_loss: 0.031159 | Time: 1153.26 ms [2022-04-18 13:42:31 main:574] : INFO : Epoch 1979 | loss: 0.0311345 | val_loss: 0.0311616 | Time: 1139.03 ms [2022-04-18 13:42:32 main:574] : INFO : Epoch 1980 | loss: 0.0311338 | val_loss: 0.0311592 | Time: 1157.9 ms [2022-04-18 13:42:33 main:574] : INFO : Epoch 1981 | loss: 0.0311359 | val_loss: 0.0311608 | Time: 1132.78 ms [2022-04-18 13:42:35 main:574] : INFO : Epoch 1982 | loss: 0.0311405 | val_loss: 0.0311617 | Time: 1146.35 ms [2022-04-18 13:42:36 main:574] : INFO : Epoch 1983 | loss: 0.0311393 | val_loss: 0.0311655 | Time: 1137.54 ms [2022-04-18 13:42:37 main:574] : INFO : Epoch 1984 | loss: 0.0311345 | val_loss: 0.0311591 | Time: 1160.6 ms [2022-04-18 13:42:38 main:574] : INFO : Epoch 1985 | loss: 0.0311365 | val_loss: 0.031169 | Time: 1133.65 ms [2022-04-18 13:42:39 main:574] : INFO : Epoch 1986 | loss: 0.0311433 | val_loss: 0.031171 | Time: 1141.65 ms [2022-04-18 13:42:40 main:574] : INFO : Epoch 1987 | loss: 0.0311405 | val_loss: 0.0311635 | Time: 1137.81 ms [2022-04-18 13:42:41 main:574] : INFO : Epoch 1988 | loss: 0.0311413 | val_loss: 0.0311576 | Time: 1146.94 ms [2022-04-18 13:42:43 main:574] : INFO : Epoch 1989 | loss: 0.0311413 | val_loss: 0.031162 | Time: 1137.92 ms [2022-04-18 13:42:44 main:574] : INFO : Epoch 1990 | loss: 0.0311433 | val_loss: 0.0311598 | Time: 1133.45 ms [2022-04-18 13:42:45 main:574] : INFO : Epoch 1991 | loss: 0.0311397 | val_loss: 0.0311611 | Time: 1143.4 ms [2022-04-18 13:42:46 main:574] : INFO : Epoch 1992 | loss: 0.0311385 | val_loss: 0.0311575 | Time: 1135.63 ms [2022-04-18 13:42:47 main:574] : INFO : Epoch 1993 | loss: 0.0311361 | val_loss: 0.0311572 | Time: 1135.8 ms [2022-04-18 13:42:48 main:574] : INFO : Epoch 1994 | loss: 0.0311384 | val_loss: 0.0311556 | Time: 1139.48 ms [2022-04-18 13:42:49 main:574] : INFO : Epoch 1995 | loss: 0.0311368 | val_loss: 0.0311599 | Time: 1148 ms [2022-04-18 13:42:51 main:574] : INFO : Epoch 1996 | loss: 0.0311365 | val_loss: 0.0311618 | Time: 1133.99 ms [2022-04-18 13:42:52 main:574] : INFO : Epoch 1997 | loss: 0.0311366 | val_loss: 0.0311591 | Time: 1136.21 ms [2022-04-18 13:42:53 main:574] : INFO : Epoch 1998 | loss: 0.0311349 | val_loss: 0.0311599 | Time: 1131.48 ms [2022-04-18 13:42:54 main:574] : INFO : Epoch 1999 | loss: 0.0311357 | val_loss: 0.0311613 | Time: 1148.29 ms [2022-04-18 13:42:55 main:574] : INFO : Epoch 2000 | loss: 0.0311355 | val_loss: 0.0311586 | Time: 1143.27 ms [2022-04-18 13:42:56 main:574] : INFO : Epoch 2001 | loss: 0.0311359 | val_loss: 0.0311607 | Time: 1136.47 ms [2022-04-18 13:42:57 main:574] : INFO : Epoch 2002 | loss: 0.0311361 | val_loss: 0.031163 | Time: 1128.28 ms [2022-04-18 13:42:59 main:574] : INFO : Epoch 2003 | loss: 0.0311364 | val_loss: 0.0311664 | Time: 1143.2 ms [2022-04-18 13:43:00 main:574] : INFO : Epoch 2004 | loss: 0.0311407 | val_loss: 0.0311628 | Time: 1137.08 ms [2022-04-18 13:43:01 main:574] : INFO : Epoch 2005 | loss: 0.0311409 | val_loss: 0.0311618 | Time: 1144.4 ms [2022-04-18 13:43:02 main:574] : INFO : Epoch 2006 | loss: 0.0311374 | val_loss: 0.0311578 | Time: 1140.85 ms [2022-04-18 13:43:03 main:574] : INFO : Epoch 2007 | loss: 0.0311427 | val_loss: 0.0311629 | Time: 1146.49 ms [2022-04-18 13:43:04 main:574] : INFO : Epoch 2008 | loss: 0.0311518 | val_loss: 0.0311608 | Time: 1135.36 ms [2022-04-18 13:43:06 main:574] : INFO : Epoch 2009 | loss: 0.03115 | val_loss: 0.0311608 | Time: 1148.82 ms [2022-04-18 13:43:07 main:574] : INFO : Epoch 2010 | loss: 0.0311494 | val_loss: 0.0311573 | Time: 1134.53 ms [2022-04-18 13:43:08 main:574] : INFO : Epoch 2011 | loss: 0.0311485 | val_loss: 0.0311593 | Time: 1136.14 ms [2022-04-18 13:43:09 main:574] : INFO : Epoch 2012 | loss: 0.0311484 | val_loss: 0.0311631 | Time: 1133.82 ms [2022-04-18 13:43:10 main:574] : INFO : Epoch 2013 | loss: 0.0311448 | val_loss: 0.0311567 | Time: 1145.56 ms [2022-04-18 13:43:11 main:574] : INFO : Epoch 2014 | loss: 0.0311428 | val_loss: 0.0311588 | Time: 1140.39 ms [2022-04-18 13:43:12 main:574] : INFO : Epoch 2015 | loss: 0.0311412 | val_loss: 0.0311575 | Time: 1138.19 ms [2022-04-18 13:43:14 main:574] : INFO : Epoch 2016 | loss: 0.0311409 | val_loss: 0.0311564 | Time: 1139.58 ms [2022-04-18 13:43:15 main:574] : INFO : Epoch 2017 | loss: 0.0311409 | val_loss: 0.0311613 | Time: 1143.01 ms [2022-04-18 13:43:16 main:574] : INFO : Epoch 2018 | loss: 0.0311437 | val_loss: 0.0311611 | Time: 1147.52 ms [2022-04-18 13:43:17 main:574] : INFO : Epoch 2019 | loss: 0.031145 | val_loss: 0.0311624 | Time: 1131.44 ms [2022-04-18 13:43:18 main:574] : INFO : Epoch 2020 | loss: 0.0311415 | val_loss: 0.0311569 | Time: 1138.59 ms [2022-04-18 13:43:19 main:574] : INFO : Epoch 2021 | loss: 0.0311388 | val_loss: 0.0311567 | Time: 1138.54 ms [2022-04-18 13:43:20 main:574] : INFO : Epoch 2022 | loss: 0.0311411 | val_loss: 0.0311608 | Time: 1145.07 ms [2022-04-18 13:43:22 main:574] : INFO : Epoch 2023 | loss: 0.0311397 | val_loss: 0.0311575 | Time: 1135.6 ms [2022-04-18 13:43:23 main:574] : INFO : Epoch 2024 | loss: 0.0311384 | val_loss: 0.0311605 | Time: 1127.35 ms [2022-04-18 13:43:24 main:574] : INFO : Epoch 2025 | loss: 0.0311381 | val_loss: 0.0311564 | Time: 1137.93 ms [2022-04-18 13:43:25 main:574] : INFO : Epoch 2026 | loss: 0.0311368 | val_loss: 0.0311613 | Time: 1167.24 ms [2022-04-18 13:43:26 main:574] : INFO : Epoch 2027 | loss: 0.0311395 | val_loss: 0.0311553 | Time: 1135.82 ms [2022-04-18 13:43:27 main:574] : INFO : Epoch 2028 | loss: 0.0311369 | val_loss: 0.0311569 | Time: 1142.66 ms [2022-04-18 13:43:28 main:574] : INFO : Epoch 2029 | loss: 0.03114 | val_loss: 0.0311597 | Time: 1146.8 ms [2022-04-18 13:43:30 main:574] : INFO : Epoch 2030 | loss: 0.0311373 | val_loss: 0.0311585 | Time: 1143.54 ms [2022-04-18 13:43:31 main:574] : INFO : Epoch 2031 | loss: 0.0311409 | val_loss: 0.0311632 | Time: 1146.25 ms [2022-04-18 13:43:32 main:574] : INFO : Epoch 2032 | loss: 0.0311429 | val_loss: 0.031163 | Time: 1141.54 ms [2022-04-18 13:43:33 main:574] : INFO : Epoch 2033 | loss: 0.0311446 | val_loss: 0.0311623 | Time: 1129.05 ms [2022-04-18 13:43:34 main:574] : INFO : Epoch 2034 | loss: 0.0311435 | val_loss: 0.0311669 | Time: 1130.29 ms [2022-04-18 13:43:35 main:574] : INFO : Epoch 2035 | loss: 0.0311475 | val_loss: 0.0311625 | Time: 1130.68 ms [2022-04-18 13:43:36 main:574] : INFO : Epoch 2036 | loss: 0.0311391 | val_loss: 0.0311615 | Time: 1157.48 ms [2022-04-18 13:43:38 main:574] : INFO : Epoch 2037 | loss: 0.0311368 | val_loss: 0.0311587 | Time: 1133.17 ms [2022-04-18 13:43:39 main:574] : INFO : Epoch 2038 | loss: 0.0311363 | val_loss: 0.0311607 | Time: 1143.38 ms [2022-04-18 13:43:40 main:574] : INFO : Epoch 2039 | loss: 0.0311351 | val_loss: 0.031163 | Time: 1152.89 ms [2022-04-18 13:43:41 main:574] : INFO : Epoch 2040 | loss: 0.0311344 | val_loss: 0.0311609 | Time: 1136.73 ms [2022-04-18 13:43:42 main:574] : INFO : Epoch 2041 | loss: 0.0311342 | val_loss: 0.0311579 | Time: 1134.78 ms [2022-04-18 13:43:43 main:574] : INFO : Epoch 2042 | loss: 0.0311337 | val_loss: 0.0311655 | Time: 1141.96 ms [2022-04-18 13:43:45 main:574] : INFO : Epoch 2043 | loss: 0.0311348 | val_loss: 0.0311618 | Time: 1160.63 ms [2022-04-18 13:43:46 main:574] : INFO : Epoch 2044 | loss: 0.031135 | val_loss: 0.0311606 | Time: 1142.29 ms [2022-04-18 13:43:47 main:574] : INFO : Epoch 2045 | loss: 0.0311352 | val_loss: 0.0311609 | Time: 1138.02 ms [2022-04-18 13:43:48 main:574] : INFO : Epoch 2046 | loss: 0.0311387 | val_loss: 0.0311651 | Time: 1144.08 ms [2022-04-18 13:43:49 main:574] : INFO : Epoch 2047 | loss: 0.0311365 | val_loss: 0.031158 | Time: 1149.77 ms [2022-04-18 13:43:50 main:574] : INFO : Epoch 2048 | loss: 0.0311335 | val_loss: 0.0311626 | Time: 1144.52 ms [2022-04-18 13:43:50 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311626 [2022-04-18 13:43:50 main:603] : INFO : Saving end state to config to file [2022-04-18 13:43:50 main:608] : INFO : Success, exiting.. 13:43:50 (11176): 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)