Task 14623967
| Name | ParityModified-1647040993-13861-3-0_1 |
| Workunit | 11575224 |
| 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, 18:27:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 22 sec |
| CPU time | 38 min 55 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: 0.0311793 | val_loss: 0.0311773 | Time: 1148.21 ms [2022-04-18 12:11:51 main:574] : INFO : Epoch 1543 | loss: 0.0311782 | val_loss: 0.0311772 | Time: 1143.14 ms [2022-04-18 12:11:52 main:574] : INFO : Epoch 1544 | loss: 0.0311766 | val_loss: 0.0311756 | Time: 1141.34 ms [2022-04-18 12:11:53 main:574] : INFO : Epoch 1545 | loss: 0.0311749 | val_loss: 0.0311752 | Time: 1138.16 ms [2022-04-18 12:11:54 main:574] : INFO : Epoch 1546 | loss: 0.0311739 | val_loss: 0.0311742 | Time: 1138.12 ms [2022-04-18 12:11:55 main:574] : INFO : Epoch 1547 | loss: 0.0311735 | val_loss: 0.0311748 | Time: 1134.53 ms [2022-04-18 12:11:57 main:574] : INFO : Epoch 1548 | loss: 0.0311732 | val_loss: 0.0311736 | Time: 1150.84 ms [2022-04-18 12:11:58 main:574] : INFO : Epoch 1549 | loss: 0.0311722 | val_loss: 0.0311724 | Time: 1162.1 ms [2022-04-18 12:11:59 main:574] : INFO : Epoch 1550 | loss: 0.0311716 | val_loss: 0.0311719 | Time: 1137.1 ms [2022-04-18 12:12:00 main:574] : INFO : Epoch 1551 | loss: 0.0311712 | val_loss: 0.0311714 | Time: 1141.07 ms [2022-04-18 12:12:01 main:574] : INFO : Epoch 1552 | loss: 0.0311714 | val_loss: 0.0311713 | Time: 1145.42 ms [2022-04-18 12:12:02 main:574] : INFO : Epoch 1553 | loss: 0.031171 | val_loss: 0.0311707 | Time: 1134.19 ms [2022-04-18 12:12:03 main:574] : INFO : Epoch 1554 | loss: 0.0311709 | val_loss: 0.0311708 | Time: 1143.83 ms [2022-04-18 12:12:05 main:574] : INFO : Epoch 1555 | loss: 0.0311695 | val_loss: 0.031171 | Time: 1136.24 ms [2022-04-18 12:12:06 main:574] : INFO : Epoch 1556 | loss: 0.0311695 | val_loss: 0.0311706 | Time: 1125.97 ms [2022-04-18 12:12:07 main:574] : INFO : Epoch 1557 | loss: 0.031169 | val_loss: 0.03117 | Time: 1139.33 ms [2022-04-18 12:12:08 main:574] : INFO : Epoch 1558 | loss: 0.0311708 | val_loss: 0.0311707 | Time: 1132.33 ms [2022-04-18 12:12:09 main:574] : INFO : Epoch 1559 | loss: 0.0311692 | val_loss: 0.031174 | Time: 1145.67 ms [2022-04-18 12:12:10 main:574] : INFO : Epoch 1560 | loss: 0.0311691 | val_loss: 0.0311688 | Time: 1130.06 ms [2022-04-18 12:12:11 main:574] : INFO : Epoch 1561 | loss: 0.0311683 | val_loss: 0.0311673 | Time: 1143.92 ms [2022-04-18 12:12:13 main:574] : INFO : Epoch 1562 | loss: 0.0311679 | val_loss: 0.0311682 | Time: 1145.06 ms [2022-04-18 12:12:14 main:574] : INFO : Epoch 1563 | loss: 0.0311678 | val_loss: 0.0311684 | Time: 1142.14 ms [2022-04-18 12:12:15 main:574] : INFO : Epoch 1564 | loss: 0.0311678 | val_loss: 0.0311674 | Time: 1149.04 ms [2022-04-18 12:12:16 main:574] : INFO : Epoch 1565 | loss: 0.031167 | val_loss: 0.031167 | Time: 1137 ms [2022-04-18 12:12:17 main:574] : INFO : Epoch 1566 | loss: 0.0311666 | val_loss: 0.0311662 | Time: 1137.71 ms [2022-04-18 12:12:18 main:574] : INFO : Epoch 1567 | loss: 0.0311672 | val_loss: 0.0311677 | Time: 1144.22 ms [2022-04-18 12:12:19 main:574] : INFO : Epoch 1568 | loss: 0.0311675 | val_loss: 0.0311654 | Time: 1146.26 ms [2022-04-18 12:12:21 main:574] : INFO : Epoch 1569 | loss: 0.031166 | val_loss: 0.0311642 | Time: 1130.42 ms [2022-04-18 12:12:22 main:574] : INFO : Epoch 1570 | loss: 0.0311657 | val_loss: 0.0311657 | Time: 1135.51 ms [2022-04-18 12:12:23 main:574] : INFO : Epoch 1571 | loss: 0.031166 | val_loss: 0.0311652 | Time: 1134.58 ms [2022-04-18 12:12:24 main:574] : INFO : Epoch 1572 | loss: 0.0311649 | val_loss: 0.0311645 | Time: 1143.48 ms [2022-04-18 12:12:25 main:574] : INFO : Epoch 1573 | loss: 0.0311646 | val_loss: 0.0311656 | Time: 1156.12 ms [2022-04-18 12:12:26 main:574] : INFO : Epoch 1574 | loss: 0.0311644 | val_loss: 0.0311649 | Time: 1138.35 ms [2022-04-18 12:12:27 main:574] : INFO : Epoch 1575 | loss: 0.0311638 | val_loss: 0.0311648 | Time: 1137.81 ms [2022-04-18 12:12:29 main:574] : INFO : Epoch 1576 | loss: 0.0311634 | val_loss: 0.0311656 | Time: 1145.86 ms [2022-04-18 12:12:30 main:574] : INFO : Epoch 1577 | loss: 0.0311631 | val_loss: 0.0311653 | Time: 1152.03 ms [2022-04-18 12:12:31 main:574] : INFO : Epoch 1578 | loss: 0.0311633 | val_loss: 0.0311652 | Time: 1136.15 ms [2022-04-18 12:12:32 main:574] : INFO : Epoch 1579 | loss: 0.0311628 | val_loss: 0.0311651 | Time: 1138.2 ms [2022-04-18 12:12:33 main:574] : INFO : Epoch 1580 | loss: 0.0311631 | val_loss: 0.0311662 | Time: 1136.9 ms [2022-04-18 12:12:34 main:574] : INFO : Epoch 1581 | loss: 0.0311631 | val_loss: 0.0311666 | Time: 1141.17 ms [2022-04-18 12:12:35 main:574] : INFO : Epoch 1582 | loss: 0.0311625 | val_loss: 0.0311673 | Time: 1142.31 ms [2022-04-18 12:12:37 main:574] : INFO : Epoch 1583 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 1139.85 ms [2022-04-18 12:12:38 main:574] : INFO : Epoch 1584 | loss: 0.0311633 | val_loss: 0.0311662 | Time: 1138.77 ms [2022-04-18 12:12:39 main:574] : INFO : Epoch 1585 | loss: 0.0311637 | val_loss: 0.0311671 | Time: 1128.19 ms [2022-04-18 12:12:40 main:574] : INFO : Epoch 1586 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 1144.5 ms [2022-04-18 12:12:41 main:574] : INFO : Epoch 1587 | loss: 0.0311622 | val_loss: 0.0311665 | Time: 1140.44 ms [2022-04-18 12:12:42 main:574] : INFO : Epoch 1588 | loss: 0.0311613 | val_loss: 0.0311658 | Time: 1141.87 ms [2022-04-18 12:12:43 main:574] : INFO : Epoch 1589 | loss: 0.0311611 | val_loss: 0.0311653 | Time: 1141.89 ms [2022-04-18 12:12:45 main:574] : INFO : Epoch 1590 | loss: 0.0311618 | val_loss: 0.0311662 | Time: 1141.28 ms [2022-04-18 12:12:46 main:574] : INFO : Epoch 1591 | loss: 0.0311615 | val_loss: 0.0311684 | Time: 1137.97 ms [2022-04-18 12:12:47 main:574] : INFO : Epoch 1592 | loss: 0.0311623 | val_loss: 0.0311666 | Time: 1129.29 ms [2022-04-18 12:12:48 main:574] : INFO : Epoch 1593 | loss: 0.0311612 | val_loss: 0.0311683 | Time: 1144.5 ms [2022-04-18 12:12:49 main:574] : INFO : Epoch 1594 | loss: 0.0311607 | val_loss: 0.0311675 | Time: 1143.4 ms [2022-04-18 12:12:50 main:574] : INFO : Epoch 1595 | loss: 0.0311603 | val_loss: 0.0311679 | Time: 1136.98 ms [2022-04-18 12:12:51 main:574] : INFO : Epoch 1596 | loss: 0.0311602 | val_loss: 0.0311671 | Time: 1143.89 ms [2022-04-18 12:12:53 main:574] : INFO : Epoch 1597 | loss: 0.0311607 | val_loss: 0.0311684 | Time: 1134.68 ms [2022-04-18 12:12:54 main:574] : INFO : Epoch 1598 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 1149.2 ms [2022-04-18 12:12:55 main:574] : INFO : Epoch 1599 | loss: 0.0311597 | val_loss: 0.0311675 | Time: 1139.01 ms [2022-04-18 12:12:56 main:574] : INFO : Epoch 1600 | loss: 0.0311604 | val_loss: 0.0311681 | Time: 1147.73 ms [2022-04-18 12:12:57 main:574] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311694 | Time: 1139.39 ms [2022-04-18 12:12:58 main:574] : INFO : Epoch 1602 | loss: 0.0311591 | val_loss: 0.0311674 | Time: 1136.74 ms [2022-04-18 12:12:59 main:574] : INFO : Epoch 1603 | loss: 0.0311586 | val_loss: 0.0311665 | Time: 1148.87 ms [2022-04-18 12:13:01 main:574] : INFO : Epoch 1604 | loss: 0.03116 | val_loss: 0.0311673 | Time: 1146.79 ms [2022-04-18 12:13:02 main:574] : INFO : Epoch 1605 | loss: 0.031161 | val_loss: 0.0311665 | Time: 1149.75 ms [2022-04-18 12:13:03 main:574] : INFO : Epoch 1606 | loss: 0.0311609 | val_loss: 0.0311677 | Time: 1141.56 ms [2022-04-18 12:13:04 main:574] : INFO : Epoch 1607 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 1139.34 ms [2022-04-18 12:13:05 main:574] : INFO : Epoch 1608 | loss: 0.0311628 | val_loss: 0.0311675 | Time: 1142.2 ms [2022-04-18 12:13:06 main:574] : INFO : Epoch 1609 | loss: 0.0311596 | val_loss: 0.0311664 | Time: 1142.34 ms [2022-04-18 12:13:07 main:574] : INFO : Epoch 1610 | loss: 0.031159 | val_loss: 0.0311656 | Time: 1139.68 ms [2022-04-18 12:13:09 main:574] : INFO : Epoch 1611 | loss: 0.0311592 | val_loss: 0.0311672 | Time: 1138.53 ms [2022-04-18 12:13:10 main:574] : INFO : Epoch 1612 | loss: 0.0311589 | val_loss: 0.0311663 | Time: 1142.92 ms [2022-04-18 12:13:11 main:574] : INFO : Epoch 1613 | loss: 0.0311592 | val_loss: 0.0311661 | Time: 1141.33 ms [2022-04-18 12:13:12 main:574] : INFO : Epoch 1614 | loss: 0.0311591 | val_loss: 0.0311671 | Time: 1148.26 ms [2022-04-18 12:13:13 main:574] : INFO : Epoch 1615 | loss: 0.0311594 | val_loss: 0.0311654 | Time: 1142.73 ms [2022-04-18 12:13:14 main:574] : INFO : Epoch 1616 | loss: 0.0311583 | val_loss: 0.0311673 | Time: 1134.33 ms [2022-04-18 12:13:15 main:574] : INFO : Epoch 1617 | loss: 0.03116 | val_loss: 0.0311657 | Time: 1136.47 ms [2022-04-18 12:13:17 main:574] : INFO : Epoch 1618 | loss: 0.0311606 | val_loss: 0.0311673 | Time: 1135.23 ms [2022-04-18 12:13:18 main:574] : INFO : Epoch 1619 | loss: 0.0311598 | val_loss: 0.0311653 | Time: 1145.91 ms [2022-04-18 12:13:19 main:574] : INFO : Epoch 1620 | loss: 0.0311611 | val_loss: 0.0311645 | Time: 1147.64 ms [2022-04-18 12:13:20 main:574] : INFO : Epoch 1621 | loss: 0.0311626 | val_loss: 0.0311633 | Time: 1146.01 ms [2022-04-18 12:13:21 main:574] : INFO : Epoch 1622 | loss: 0.0311627 | val_loss: 0.0311651 | Time: 1140.12 ms [2022-04-18 12:13:22 main:574] : INFO : Epoch 1623 | loss: 0.031162 | val_loss: 0.0311655 | Time: 1143.96 ms [2022-04-18 12:13:23 main:574] : INFO : Epoch 1624 | loss: 0.0311638 | val_loss: 0.0311674 | Time: 1131.83 ms [2022-04-18 12:13:25 main:574] : INFO : Epoch 1625 | loss: 0.0311616 | val_loss: 0.0311648 | Time: 1150.03 ms [2022-04-18 12:13:26 main:574] : INFO : Epoch 1626 | loss: 0.0311615 | val_loss: 0.0311642 | Time: 1147.65 ms [2022-04-18 12:13:27 main:574] : INFO : Epoch 1627 | loss: 0.0311608 | val_loss: 0.0311652 | Time: 1148.24 ms [2022-04-18 12:13:28 main:574] : INFO : Epoch 1628 | loss: 0.0311601 | val_loss: 0.0311626 | Time: 1140.37 ms [2022-04-18 12:13:29 main:574] : INFO : Epoch 1629 | loss: 0.0311592 | val_loss: 0.0311633 | Time: 1141.42 ms [2022-04-18 12:13:30 main:574] : INFO : Epoch 1630 | loss: 0.0311596 | val_loss: 0.0311641 | Time: 1145.52 ms [2022-04-18 12:13:31 main:574] : INFO : Epoch 1631 | loss: 0.0311587 | val_loss: 0.0311663 | Time: 1136.46 ms [2022-04-18 12:13:33 main:574] : INFO : Epoch 1632 | loss: 0.0311595 | val_loss: 0.031166 | Time: 1143.11 ms [2022-04-18 12:13:34 main:574] : INFO : Epoch 1633 | loss: 0.0311584 | val_loss: 0.0311635 | Time: 1141.73 ms [2022-04-18 12:13:35 main:574] : INFO : Epoch 1634 | loss: 0.0311619 | val_loss: 0.0311653 | Time: 1137.89 ms [2022-04-18 12:13:36 main:574] : INFO : Epoch 1635 | loss: 0.0311636 | val_loss: 0.0311643 | Time: 1149.38 ms [2022-04-18 12:13:37 main:574] : INFO : Epoch 1636 | loss: 0.0311625 | val_loss: 0.0311648 | Time: 1151.15 ms [2022-04-18 12:13:38 main:574] : INFO : Epoch 1637 | loss: 0.031161 | val_loss: 0.0311636 | Time: 1142.61 ms [2022-04-18 12:13:39 main:574] : INFO : Epoch 1638 | loss: 0.0311592 | val_loss: 0.0311649 | Time: 1147.36 ms [2022-04-18 12:13:41 main:574] : INFO : Epoch 1639 | loss: 0.031164 | val_loss: 0.0311654 | Time: 1143.04 ms [2022-04-18 12:13:42 main:574] : INFO : Epoch 1640 | loss: 0.0311609 | val_loss: 0.0311636 | Time: 1143.55 ms [2022-04-18 12:13:43 main:574] : INFO : Epoch 1641 | loss: 0.0311602 | val_loss: 0.0311643 | Time: 1141.36 ms [2022-04-18 12:13:44 main:574] : INFO : Epoch 1642 | loss: 0.0311601 | val_loss: 0.0311619 | Time: 1139.84 ms [2022-04-18 12:13:45 main:574] : INFO : Epoch 1643 | loss: 0.0311609 | val_loss: 0.0311635 | Time: 1147.39 ms [2022-04-18 12:13:46 main:574] : INFO : Epoch 1644 | loss: 0.0311591 | val_loss: 0.031162 | Time: 1146.27 ms [2022-04-18 12:13:47 main:574] : INFO : Epoch 1645 | loss: 0.0311586 | val_loss: 0.0311646 | Time: 1144.15 ms [2022-04-18 12:13:49 main:574] : INFO : Epoch 1646 | loss: 0.0311574 | val_loss: 0.0311618 | Time: 1146.47 ms [2022-04-18 12:13:50 main:574] : INFO : Epoch 1647 | loss: 0.0311607 | val_loss: 0.0311638 | Time: 1142.71 ms [2022-04-18 12:14:01 main:574] : INFO : Epoch 1648 | loss: 0.0311594 | val_loss: 0.0311645 | Time: 11574.4 ms [2022-04-18 12:14:03 main:574] : INFO : Epoch 1649 | loss: 0.0311586 | val_loss: 0.0311615 | Time: 1138.67 ms [2022-04-18 12:14:04 main:574] : INFO : Epoch 1650 | loss: 0.0311564 | val_loss: 0.0311603 | Time: 1145.66 ms [2022-04-18 12:14:05 main:574] : INFO : Epoch 1651 | loss: 0.0311568 | val_loss: 0.0311608 | Time: 1147.7 ms [2022-04-18 12:14:06 main:574] : INFO : Epoch 1652 | loss: 0.0311583 | val_loss: 0.0311633 | Time: 1139.29 ms [2022-04-18 12:14:07 main:574] : INFO : Epoch 1653 | loss: 0.0311571 | val_loss: 0.0311607 | Time: 1137.05 ms [2022-04-18 12:14:08 main:574] : INFO : Epoch 1654 | loss: 0.031155 | val_loss: 0.0311595 | Time: 1146.74 ms [2022-04-18 12:14:09 main:574] : INFO : Epoch 1655 | loss: 0.0311556 | val_loss: 0.0311604 | Time: 1140.51 ms [2022-04-18 12:14:11 main:574] : INFO : Epoch 1656 | loss: 0.0311558 | val_loss: 0.0311598 | Time: 1145.12 ms [2022-04-18 12:14:12 main:574] : INFO : Epoch 1657 | loss: 0.0311548 | val_loss: 0.0311606 | Time: 1140.84 ms [2022-04-18 12:14:13 main:574] : INFO : Epoch 1658 | loss: 0.0311552 | val_loss: 0.0311605 | Time: 1138.75 ms [2022-04-18 12:14:14 main:574] : INFO : Epoch 1659 | loss: 0.0311547 | val_loss: 0.0311609 | Time: 1131 ms [2022-04-18 12:14:15 main:574] : INFO : Epoch 1660 | loss: 0.0311564 | val_loss: 0.0311619 | Time: 1136.95 ms [2022-04-18 12:14:16 main:574] : INFO : Epoch 1661 | loss: 0.0311577 | val_loss: 0.031162 | Time: 1135.11 ms [2022-04-18 12:14:17 main:574] : INFO : Epoch 1662 | loss: 0.0311557 | val_loss: 0.0311597 | Time: 1137.1 ms [2022-04-18 12:14:19 main:574] : INFO : Epoch 1663 | loss: 0.0311552 | val_loss: 0.0311609 | Time: 1145.83 ms [2022-04-18 12:14:20 main:574] : INFO : Epoch 1664 | loss: 0.0311559 | val_loss: 0.0311612 | Time: 1140.44 ms [2022-04-18 12:14:21 main:574] : INFO : Epoch 1665 | loss: 0.0311601 | val_loss: 0.0311643 | Time: 1140.58 ms [2022-04-18 12:14:22 main:574] : INFO : Epoch 1666 | loss: 0.0311619 | val_loss: 0.0311631 | Time: 1142.51 ms [2022-04-18 12:14:23 main:574] : INFO : Epoch 1667 | loss: 0.0311588 | val_loss: 0.0311628 | Time: 1138.51 ms [2022-04-18 12:14:24 main:574] : INFO : Epoch 1668 | loss: 0.0311575 | val_loss: 0.0311628 | Time: 1141.94 ms [2022-04-18 12:14:25 main:574] : INFO : Epoch 1669 | loss: 0.031159 | val_loss: 0.0311624 | Time: 1138.76 ms [2022-04-18 12:14:27 main:574] : INFO : Epoch 1670 | loss: 0.031158 | val_loss: 0.0311627 | Time: 1140.45 ms [2022-04-18 12:14:28 main:574] : INFO : Epoch 1671 | loss: 0.0311573 | val_loss: 0.0311665 | Time: 1146.16 ms [2022-04-18 12:14:29 main:574] : INFO : Epoch 1672 | loss: 0.0311578 | val_loss: 0.0311621 | Time: 1148.16 ms [2022-04-18 12:14:30 main:574] : INFO : Epoch 1673 | loss: 0.0311554 | val_loss: 0.0311629 | Time: 1135.87 ms [2022-04-18 12:14:31 main:574] : INFO : Epoch 1674 | loss: 0.0311552 | val_loss: 0.0311614 | Time: 1143.38 ms [2022-04-18 12:14:32 main:574] : INFO : Epoch 1675 | loss: 0.0311556 | val_loss: 0.0311638 | Time: 1139.02 ms [2022-04-18 12:14:33 main:574] : INFO : Epoch 1676 | loss: 0.0311584 | val_loss: 0.0311643 | Time: 1144.97 ms [2022-04-18 12:14:35 main:574] : INFO : Epoch 1677 | loss: 0.031158 | val_loss: 0.0311623 | Time: 1144.48 ms [2022-04-18 12:14:36 main:574] : INFO : Epoch 1678 | loss: 0.0311556 | val_loss: 0.0311634 | Time: 1144.18 ms [2022-04-18 12:14:37 main:574] : INFO : Epoch 1679 | loss: 0.0311554 | val_loss: 0.0311639 | Time: 1138.24 ms [2022-04-18 12:14:38 main:574] : INFO : Epoch 1680 | loss: 0.0311562 | val_loss: 0.0311658 | Time: 1143.47 ms [2022-04-18 12:14:39 main:574] : INFO : Epoch 1681 | loss: 0.031159 | val_loss: 0.0311776 | Time: 1145.76 ms [2022-04-18 12:14:40 main:574] : INFO : Epoch 1682 | loss: 0.0311597 | val_loss: 0.0311653 | Time: 1141.74 ms [2022-04-18 12:14:41 main:574] : INFO : Epoch 1683 | loss: 0.0311557 | val_loss: 0.031167 | Time: 1141.69 ms [2022-04-18 12:14:43 main:574] : INFO : Epoch 1684 | loss: 0.0311563 | val_loss: 0.0311633 | Time: 1141.14 ms [2022-04-18 12:14:44 main:574] : INFO : Epoch 1685 | loss: 0.0311553 | val_loss: 0.031164 | Time: 1150.55 ms [2022-04-18 12:14:45 main:574] : INFO : Epoch 1686 | loss: 0.0311549 | val_loss: 0.0311622 | Time: 1144.2 ms [2022-04-18 12:14:46 main:574] : INFO : Epoch 1687 | loss: 0.0311546 | val_loss: 0.0311627 | Time: 1144.84 ms [2022-04-18 12:14:47 main:574] : INFO : Epoch 1688 | loss: 0.0311557 | val_loss: 0.0311639 | Time: 1141.28 ms [2022-04-18 12:14:48 main:574] : INFO : Epoch 1689 | loss: 0.0311556 | val_loss: 0.0311648 | Time: 1135.66 ms [2022-04-18 12:14:49 main:574] : INFO : Epoch 1690 | loss: 0.031156 | val_loss: 0.0311637 | Time: 1132.11 ms [2022-04-18 12:14:51 main:574] : INFO : Epoch 1691 | loss: 0.0311584 | val_loss: 0.0311705 | Time: 1139.8 ms [2022-04-18 12:15:02 main:574] : INFO : Epoch 1692 | loss: 0.0311634 | val_loss: 0.0311683 | Time: 11344.8 ms [2022-04-18 12:15:03 main:574] : INFO : Epoch 1693 | loss: 0.0311652 | val_loss: 0.0311676 | Time: 1133.01 ms [2022-04-18 12:15:04 main:574] : INFO : Epoch 1694 | loss: 0.0311645 | val_loss: 0.0311672 | Time: 1142.32 ms [2022-04-18 12:15:05 main:574] : INFO : Epoch 1695 | loss: 0.0311641 | val_loss: 0.0311664 | Time: 1141.86 ms [2022-04-18 12:15:06 main:574] : INFO : Epoch 1696 | loss: 0.0311633 | val_loss: 0.0311671 | Time: 1138.78 ms [2022-04-18 12:15:08 main:574] : INFO : Epoch 1697 | loss: 0.0311648 | val_loss: 0.0311654 | Time: 1134.08 ms [2022-04-18 12:15:09 main:574] : INFO : Epoch 1698 | loss: 0.0311631 | val_loss: 0.0311663 | Time: 1143.43 ms [2022-04-18 12:15:10 main:574] : INFO : Epoch 1699 | loss: 0.0311637 | val_loss: 0.0311624 | Time: 1137.77 ms [2022-04-18 12:15:11 main:574] : INFO : Epoch 1700 | loss: 0.0311636 | val_loss: 0.0311626 | Time: 1141.35 ms [2022-04-18 12:15:12 main:574] : INFO : Epoch 1701 | loss: 0.0311624 | val_loss: 0.0311626 | Time: 1141.27 ms [2022-04-18 12:15:13 main:574] : INFO : Epoch 1702 | loss: 0.0311626 | val_loss: 0.0311647 | Time: 1127.51 ms [2022-04-18 12:15:14 main:574] : INFO : Epoch 1703 | loss: 0.0311624 | val_loss: 0.0311656 | Time: 1140.19 ms [2022-04-18 12:15:16 main:574] : INFO : Epoch 1704 | loss: 0.0311631 | val_loss: 0.0311622 | Time: 1137.96 ms [2022-04-18 12:15:17 main:574] : INFO : Epoch 1705 | loss: 0.03116 | val_loss: 0.0311616 | Time: 1143.31 ms [2022-04-18 12:15:18 main:574] : INFO : Epoch 1706 | loss: 0.0311597 | val_loss: 0.031163 | Time: 1137.16 ms [2022-04-18 12:15:19 main:574] : INFO : Epoch 1707 | loss: 0.0311614 | val_loss: 0.0311633 | Time: 1139.92 ms [2022-04-18 12:15:20 main:574] : INFO : Epoch 1708 | loss: 0.0311626 | val_loss: 0.0311623 | Time: 1137.62 ms [2022-04-18 12:15:21 main:574] : INFO : Epoch 1709 | loss: 0.0311607 | val_loss: 0.031161 | Time: 1138.81 ms [2022-04-18 12:15:22 main:574] : INFO : Epoch 1710 | loss: 0.0311606 | val_loss: 0.031161 | Time: 1138.49 ms [2022-04-18 12:15:24 main:574] : INFO : Epoch 1711 | loss: 0.0311592 | val_loss: 0.0311614 | Time: 1146.89 ms [2022-04-18 12:15:25 main:574] : INFO : Epoch 1712 | loss: 0.0311602 | val_loss: 0.0311626 | Time: 1136.63 ms [2022-04-18 12:15:26 main:574] : INFO : Epoch 1713 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 1145.2 ms [2022-04-18 12:15:27 main:574] : INFO : Epoch 1714 | loss: 0.0311617 | val_loss: 0.0311642 | Time: 1135.29 ms [2022-04-18 12:15:28 main:574] : INFO : Epoch 1715 | loss: 0.0311591 | val_loss: 0.0311618 | Time: 1145.9 ms [2022-04-18 12:15:29 main:574] : INFO : Epoch 1716 | loss: 0.031159 | val_loss: 0.0311654 | Time: 1139.41 ms [2022-04-18 12:15:30 main:574] : INFO : Epoch 1717 | loss: 0.0311603 | val_loss: 0.0311618 | Time: 1138.57 ms [2022-04-18 12:15:32 main:574] : INFO : Epoch 1718 | loss: 0.0311591 | val_loss: 0.0311616 | Time: 1138.38 ms [2022-04-18 12:15:33 main:574] : INFO : Epoch 1719 | loss: 0.0311584 | val_loss: 0.0311608 | Time: 1142.52 ms [2022-04-18 12:15:34 main:574] : INFO : Epoch 1720 | loss: 0.0311579 | val_loss: 0.031161 | Time: 1136.14 ms [2022-04-18 12:15:35 main:574] : INFO : Epoch 1721 | loss: 0.0311591 | val_loss: 0.0311647 | Time: 1146.23 ms [2022-04-18 12:15:36 main:574] : INFO : Epoch 1722 | loss: 0.0311573 | val_loss: 0.0311619 | Time: 1130.22 ms [2022-04-18 12:15:37 main:574] : INFO : Epoch 1723 | loss: 0.0311564 | val_loss: 0.0311621 | Time: 1148.64 ms [2022-04-18 12:15:38 main:574] : INFO : Epoch 1724 | loss: 0.0311577 | val_loss: 0.0311611 | Time: 1154.69 ms [2022-04-18 12:15:40 main:574] : INFO : Epoch 1725 | loss: 0.0311583 | val_loss: 0.0311642 | Time: 1144.38 ms [2022-04-18 12:15:41 main:574] : INFO : Epoch 1726 | loss: 0.0311566 | val_loss: 0.0311603 | Time: 1138.79 ms [2022-04-18 12:15:42 main:574] : INFO : Epoch 1727 | loss: 0.0311555 | val_loss: 0.0311607 | Time: 1144.29 ms [2022-04-18 12:15:43 main:574] : INFO : Epoch 1728 | loss: 0.0311552 | val_loss: 0.0311607 | Time: 1147.67 ms [2022-04-18 12:15:44 main:574] : INFO : Epoch 1729 | loss: 0.0311557 | val_loss: 0.0311628 | Time: 1151.99 ms [2022-04-18 12:15:45 main:574] : INFO : Epoch 1730 | loss: 0.031157 | val_loss: 0.0311641 | Time: 1145.83 ms [2022-04-18 12:15:46 main:574] : INFO : Epoch 1731 | loss: 0.0311566 | val_loss: 0.0311633 | Time: 1144.21 ms [2022-04-18 12:15:48 main:574] : INFO : Epoch 1732 | loss: 0.0311563 | val_loss: 0.0311628 | Time: 1144.74 ms [2022-04-18 12:15:49 main:574] : INFO : Epoch 1733 | loss: 0.0311563 | val_loss: 0.0311618 | Time: 1134.94 ms [2022-04-18 12:15:50 main:574] : INFO : Epoch 1734 | loss: 0.0311547 | val_loss: 0.0311644 | Time: 1144.86 ms [2022-04-18 12:15:51 main:574] : INFO : Epoch 1735 | loss: 0.0311555 | val_loss: 0.031165 | Time: 1142.78 ms [2022-04-18 12:15:52 main:574] : INFO : Epoch 1736 | loss: 0.0311549 | val_loss: 0.0311608 | Time: 1146.24 ms [2022-04-18 12:15:53 main:574] : INFO : Epoch 1737 | loss: 0.0311557 | val_loss: 0.031164 | Time: 1145.4 ms [2022-04-18 12:15:54 main:574] : INFO : Epoch 1738 | loss: 0.0311581 | val_loss: 0.031165 | Time: 1135.17 ms [2022-04-18 12:15:56 main:574] : INFO : Epoch 1739 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 1141.3 ms [2022-04-18 12:15:57 main:574] : INFO : Epoch 1740 | loss: 0.0311594 | val_loss: 0.0311628 | Time: 1137.82 ms [2022-04-18 12:15:58 main:574] : INFO : Epoch 1741 | loss: 0.0311561 | val_loss: 0.0311648 | Time: 1152.25 ms [2022-04-18 12:15:59 main:574] : INFO : Epoch 1742 | loss: 0.0311554 | val_loss: 0.0311635 | Time: 1152.95 ms [2022-04-18 12:16:00 main:574] : INFO : Epoch 1743 | loss: 0.0311576 | val_loss: 0.0311642 | Time: 1145.17 ms [2022-04-18 12:16:01 main:574] : INFO : Epoch 1744 | loss: 0.031159 | val_loss: 0.031168 | Time: 1146.18 ms [2022-04-18 12:16:03 main:574] : INFO : Epoch 1745 | loss: 0.0311565 | val_loss: 0.0311637 | Time: 1139.43 ms [2022-04-18 12:16:04 main:574] : INFO : Epoch 1746 | loss: 0.0311559 | val_loss: 0.0311631 | Time: 1144.37 ms [2022-04-18 12:16:05 main:574] : INFO : Epoch 1747 | loss: 0.0311557 | val_loss: 0.0311634 | Time: 1140.9 ms [2022-04-18 12:16:06 main:574] : INFO : Epoch 1748 | loss: 0.0311548 | val_loss: 0.0311617 | Time: 1142.14 ms [2022-04-18 12:16:07 main:574] : INFO : Epoch 1749 | loss: 0.0311543 | val_loss: 0.031162 | Time: 1152.09 ms [2022-04-18 12:16:08 main:574] : INFO : Epoch 1750 | loss: 0.031154 | val_loss: 0.0311618 | Time: 1140.02 ms [2022-04-18 12:16:09 main:574] : INFO : Epoch 1751 | loss: 0.0311572 | val_loss: 0.0311635 | Time: 1137.37 ms [2022-04-18 12:16:11 main:574] : INFO : Epoch 1752 | loss: 0.0311576 | val_loss: 0.0311625 | Time: 1140.31 ms [2022-04-18 12:16:12 main:574] : INFO : Epoch 1753 | loss: 0.0311568 | val_loss: 0.031162 | Time: 1144.19 ms [2022-04-18 12:16:13 main:574] : INFO : Epoch 1754 | loss: 0.0311557 | val_loss: 0.031162 | Time: 1200.44 ms [2022-04-18 12:16:14 main:574] : INFO : Epoch 1755 | loss: 0.0311552 | val_loss: 0.0311637 | Time: 1139.05 ms [2022-04-18 12:16:15 main:574] : INFO : Epoch 1756 | loss: 0.0311562 | val_loss: 0.0311606 | Time: 1136.53 ms [2022-04-18 12:16:16 main:574] : INFO : Epoch 1757 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 1135.79 ms [2022-04-18 12:16:17 main:574] : INFO : Epoch 1758 | loss: 0.0311543 | val_loss: 0.0311651 | Time: 1146.8 ms [2022-04-18 12:16:19 main:574] : INFO : Epoch 1759 | loss: 0.0311583 | val_loss: 0.0311651 | Time: 1138.48 ms [2022-04-18 12:16:20 main:574] : INFO : Epoch 1760 | loss: 0.0311568 | val_loss: 0.0311625 | Time: 1137.8 ms [2022-04-18 12:16:21 main:574] : INFO : Epoch 1761 | loss: 0.0311551 | val_loss: 0.0311637 | Time: 1137.44 ms [2022-04-18 12:16:22 main:574] : INFO : Epoch 1762 | loss: 0.0311549 | val_loss: 0.0311627 | Time: 1148.95 ms [2022-04-18 12:16:23 main:574] : INFO : Epoch 1763 | loss: 0.0311537 | val_loss: 0.0311652 | Time: 1132.62 ms [2022-04-18 12:16:24 main:574] : INFO : Epoch 1764 | loss: 0.0311552 | val_loss: 0.0311634 | Time: 1145.5 ms [2022-04-18 12:16:25 main:574] : INFO : Epoch 1765 | loss: 0.0311552 | val_loss: 0.0311631 | Time: 1150.08 ms [2022-04-18 12:16:27 main:574] : INFO : Epoch 1766 | loss: 0.0311554 | val_loss: 0.0311689 | Time: 1135.89 ms [2022-04-18 12:16:28 main:574] : INFO : Epoch 1767 | loss: 0.0311611 | val_loss: 0.0311657 | Time: 1149.24 ms [2022-04-18 12:16:29 main:574] : INFO : Epoch 1768 | loss: 0.0311598 | val_loss: 0.0311649 | Time: 1147.6 ms [2022-04-18 12:16:30 main:574] : INFO : Epoch 1769 | loss: 0.0311591 | val_loss: 0.0311627 | Time: 1142.43 ms [2022-04-18 12:16:31 main:574] : INFO : Epoch 1770 | loss: 0.0311592 | val_loss: 0.0311619 | Time: 1139.57 ms [2022-04-18 12:16:32 main:574] : INFO : Epoch 1771 | loss: 0.0311586 | val_loss: 0.0311636 | Time: 1139.56 ms [2022-04-18 12:16:33 main:574] : INFO : Epoch 1772 | loss: 0.0311591 | val_loss: 0.0311667 | Time: 1145.42 ms [2022-04-18 12:16:35 main:574] : INFO : Epoch 1773 | loss: 0.0311606 | val_loss: 0.0311732 | Time: 1136.09 ms [2022-04-18 12:16:36 main:574] : INFO : Epoch 1774 | loss: 0.0311625 | val_loss: 0.0311701 | Time: 1143.27 ms [2022-04-18 12:16:37 main:574] : INFO : Epoch 1775 | loss: 0.0311606 | val_loss: 0.0311671 | Time: 1137.46 ms [2022-04-18 12:16:38 main:574] : INFO : Epoch 1776 | loss: 0.0311672 | val_loss: 0.0311707 | Time: 1142.78 ms [2022-04-18 12:16:39 main:574] : INFO : Epoch 1777 | loss: 0.0311671 | val_loss: 0.0311692 | Time: 1138.32 ms [2022-04-18 12:16:40 main:574] : INFO : Epoch 1778 | loss: 0.0311652 | val_loss: 0.0311729 | Time: 1142.73 ms [2022-04-18 12:16:41 main:574] : INFO : Epoch 1779 | loss: 0.0311621 | val_loss: 0.0311649 | Time: 1140.62 ms [2022-04-18 12:16:43 main:574] : INFO : Epoch 1780 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 1148.13 ms [2022-04-18 12:16:44 main:574] : INFO : Epoch 1781 | loss: 0.0311639 | val_loss: 0.0311692 | Time: 1145.27 ms [2022-04-18 12:16:45 main:574] : INFO : Epoch 1782 | loss: 0.0311613 | val_loss: 0.0311663 | Time: 1144.65 ms [2022-04-18 12:16:46 main:574] : INFO : Epoch 1783 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 1138 ms [2022-04-18 12:16:47 main:574] : INFO : Epoch 1784 | loss: 0.0311597 | val_loss: 0.0311696 | Time: 1138.4 ms [2022-04-18 12:16:48 main:574] : INFO : Epoch 1785 | loss: 0.0311575 | val_loss: 0.0311663 | Time: 1154.82 ms [2022-04-18 12:16:50 main:574] : INFO : Epoch 1786 | loss: 0.0311623 | val_loss: 0.0311731 | Time: 1139.21 ms [2022-04-18 12:16:51 main:574] : INFO : Epoch 1787 | loss: 0.0311613 | val_loss: 0.0311687 | Time: 1140.51 ms [2022-04-18 12:16:52 main:574] : INFO : Epoch 1788 | loss: 0.0311599 | val_loss: 0.0311647 | Time: 1141.94 ms [2022-04-18 12:16:53 main:574] : INFO : Epoch 1789 | loss: 0.0311582 | val_loss: 0.0311659 | Time: 1134.77 ms [2022-04-18 12:16:54 main:574] : INFO : Epoch 1790 | loss: 0.0311585 | val_loss: 0.0311641 | Time: 1140.12 ms [2022-04-18 12:16:55 main:574] : INFO : Epoch 1791 | loss: 0.0311566 | val_loss: 0.0311658 | Time: 1139.11 ms [2022-04-18 12:16:56 main:574] : INFO : Epoch 1792 | loss: 0.0311581 | val_loss: 0.031165 | Time: 1146.6 ms [2022-04-18 12:16:57 main:574] : INFO : Epoch 1793 | loss: 0.0311584 | val_loss: 0.0311666 | Time: 1138.06 ms [2022-04-18 12:16:59 main:574] : INFO : Epoch 1794 | loss: 0.031158 | val_loss: 0.0311651 | Time: 1144.95 ms [2022-04-18 12:17:00 main:574] : INFO : Epoch 1795 | loss: 0.0311588 | val_loss: 0.0311643 | Time: 1147.92 ms [2022-04-18 12:17:01 main:574] : INFO : Epoch 1796 | loss: 0.0311569 | val_loss: 0.0311647 | Time: 1144.77 ms [2022-04-18 12:17:02 main:574] : INFO : Epoch 1797 | loss: 0.0311579 | val_loss: 0.0311672 | Time: 1142.91 ms [2022-04-18 12:17:14 main:574] : INFO : Epoch 1798 | loss: 0.0311599 | val_loss: 0.0311655 | Time: 11440.4 ms [2022-04-18 12:17:15 main:574] : INFO : Epoch 1799 | loss: 0.0311577 | val_loss: 0.0311657 | Time: 1136.33 ms [2022-04-18 12:17:16 main:574] : INFO : Epoch 1800 | loss: 0.0311564 | val_loss: 0.0311639 | Time: 1141.06 ms [2022-04-18 12:17:17 main:574] : INFO : Epoch 1801 | loss: 0.0311577 | val_loss: 0.0311667 | Time: 1138.45 ms [2022-04-18 12:17:18 main:574] : INFO : Epoch 1802 | loss: 0.031159 | val_loss: 0.0311666 | Time: 1146.75 ms [2022-04-18 12:17:19 main:574] : INFO : Epoch 1803 | loss: 0.0311575 | val_loss: 0.0311646 | Time: 1149 ms [2022-04-18 12:17:20 main:574] : INFO : Epoch 1804 | loss: 0.0311582 | val_loss: 0.0311674 | Time: 1135.03 ms [2022-04-18 12:17:22 main:574] : INFO : Epoch 1805 | loss: 0.031159 | val_loss: 0.0311678 | Time: 1138.21 ms [2022-04-18 12:17:23 main:574] : INFO : Epoch 1806 | loss: 0.0311578 | val_loss: 0.031165 | Time: 1144.87 ms [2022-04-18 12:17:24 main:574] : INFO : Epoch 1807 | loss: 0.031157 | val_loss: 0.0311655 | Time: 1148.29 ms [2022-04-18 12:17:25 main:574] : INFO : Epoch 1808 | loss: 0.0311582 | val_loss: 0.0311647 | Time: 1145.69 ms [2022-04-18 12:17:26 main:574] : INFO : Epoch 1809 | loss: 0.0311569 | val_loss: 0.0311636 | Time: 1139.13 ms [2022-04-18 12:17:27 main:574] : INFO : Epoch 1810 | loss: 0.0311633 | val_loss: 0.0311701 | Time: 1145.34 ms [2022-04-18 12:17:28 main:574] : INFO : Epoch 1811 | loss: 0.0311699 | val_loss: 0.0311638 | Time: 1142.68 ms [2022-04-18 12:17:30 main:574] : INFO : Epoch 1812 | loss: 0.0311677 | val_loss: 0.0311671 | Time: 1143.16 ms [2022-04-18 12:17:31 main:574] : INFO : Epoch 1813 | loss: 0.0311707 | val_loss: 0.0311705 | Time: 1141.27 ms [2022-04-18 12:17:32 main:574] : INFO : Epoch 1814 | loss: 0.0311691 | val_loss: 0.0311667 | Time: 1137.89 ms [2022-04-18 12:17:33 main:574] : INFO : Epoch 1815 | loss: 0.0311653 | val_loss: 0.0311629 | Time: 1138.92 ms [2022-04-18 12:17:34 main:574] : INFO : Epoch 1816 | loss: 0.0311642 | val_loss: 0.0311649 | Time: 1137.32 ms [2022-04-18 12:17:35 main:574] : INFO : Epoch 1817 | loss: 0.0311661 | val_loss: 0.031168 | Time: 1144.08 ms [2022-04-18 12:17:36 main:574] : INFO : Epoch 1818 | loss: 0.0311649 | val_loss: 0.0311687 | Time: 1138.92 ms [2022-04-18 12:17:38 main:574] : INFO : Epoch 1819 | loss: 0.0311644 | val_loss: 0.0311663 | Time: 1144.43 ms [2022-04-18 12:17:39 main:574] : INFO : Epoch 1820 | loss: 0.0311637 | val_loss: 0.0311682 | Time: 1145.33 ms [2022-04-18 12:17:40 main:574] : INFO : Epoch 1821 | loss: 0.0311642 | val_loss: 0.031165 | Time: 1131.65 ms [2022-04-18 12:17:41 main:574] : INFO : Epoch 1822 | loss: 0.0311637 | val_loss: 0.031169 | Time: 1141.72 ms [2022-04-18 12:17:42 main:574] : INFO : Epoch 1823 | loss: 0.0311637 | val_loss: 0.0311649 | Time: 1138 ms [2022-04-18 12:17:43 main:574] : INFO : Epoch 1824 | loss: 0.0311637 | val_loss: 0.031167 | Time: 1150.21 ms [2022-04-18 12:17:44 main:574] : INFO : Epoch 1825 | loss: 0.0311631 | val_loss: 0.0311638 | Time: 1153.83 ms [2022-04-18 12:17:46 main:574] : INFO : Epoch 1826 | loss: 0.0311633 | val_loss: 0.0311639 | Time: 1143.96 ms [2022-04-18 12:17:47 main:574] : INFO : Epoch 1827 | loss: 0.0311622 | val_loss: 0.0311673 | Time: 1147.22 ms [2022-04-18 12:17:48 main:574] : INFO : Epoch 1828 | loss: 0.0311623 | val_loss: 0.0311667 | Time: 1131.38 ms [2022-04-18 12:17:49 main:574] : INFO : Epoch 1829 | loss: 0.0311629 | val_loss: 0.0311705 | Time: 1140.68 ms [2022-04-18 12:17:50 main:574] : INFO : Epoch 1830 | loss: 0.0311637 | val_loss: 0.0311651 | Time: 1143.14 ms [2022-04-18 12:17:51 main:574] : INFO : Epoch 1831 | loss: 0.0311617 | val_loss: 0.0311634 | Time: 1141.65 ms [2022-04-18 12:17:52 main:574] : INFO : Epoch 1832 | loss: 0.031164 | val_loss: 0.0311628 | Time: 1149.82 ms [2022-04-18 12:18:04 main:574] : INFO : Epoch 1833 | loss: 0.0311647 | val_loss: 0.031167 | Time: 11498.4 ms [2022-04-18 12:18:05 main:574] : INFO : Epoch 1834 | loss: 0.0311638 | val_loss: 0.0311648 | Time: 1147.92 ms [2022-04-18 12:18:06 main:574] : INFO : Epoch 1835 | loss: 0.0311649 | val_loss: 0.0311645 | Time: 1141.15 ms [2022-04-18 12:18:07 main:574] : INFO : Epoch 1836 | loss: 0.0311663 | val_loss: 0.0311655 | Time: 1131.49 ms [2022-04-18 12:18:09 main:574] : INFO : Epoch 1837 | loss: 0.0311633 | val_loss: 0.0311652 | Time: 1137.75 ms [2022-04-18 12:18:10 main:574] : INFO : Epoch 1838 | loss: 0.0311622 | val_loss: 0.0311659 | Time: 1135.36 ms [2022-04-18 12:18:11 main:574] : INFO : Epoch 1839 | loss: 0.0311665 | val_loss: 0.0311683 | Time: 1136.12 ms [2022-04-18 12:18:12 main:574] : INFO : Epoch 1840 | loss: 0.0311675 | val_loss: 0.0311645 | Time: 1145.17 ms [2022-04-18 12:18:13 main:574] : INFO : Epoch 1841 | loss: 0.03117 | val_loss: 0.0311701 | Time: 1138.05 ms [2022-04-18 12:18:14 main:574] : INFO : Epoch 1842 | loss: 0.0311659 | val_loss: 0.0311686 | Time: 1133.03 ms [2022-04-18 12:18:15 main:574] : INFO : Epoch 1843 | loss: 0.0311655 | val_loss: 0.0311665 | Time: 1143.13 ms [2022-04-18 12:18:16 main:574] : INFO : Epoch 1844 | loss: 0.0311663 | val_loss: 0.0311669 | Time: 1135.25 ms [2022-04-18 12:18:18 main:574] : INFO : Epoch 1845 | loss: 0.031162 | val_loss: 0.0311647 | Time: 1140.27 ms [2022-04-18 12:18:19 main:574] : INFO : Epoch 1846 | loss: 0.0311612 | val_loss: 0.0311654 | Time: 1141.15 ms [2022-04-18 12:18:20 main:574] : INFO : Epoch 1847 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 1138.92 ms [2022-04-18 12:18:21 main:574] : INFO : Epoch 1848 | loss: 0.0311652 | val_loss: 0.0311672 | Time: 1143.85 ms [2022-04-18 12:18:22 main:574] : INFO : Epoch 1849 | loss: 0.0311641 | val_loss: 0.0311687 | Time: 1143.33 ms [2022-04-18 12:18:23 main:574] : INFO : Epoch 1850 | loss: 0.031163 | val_loss: 0.0311678 | Time: 1138.65 ms [2022-04-18 12:18:25 main:574] : INFO : Epoch 1851 | loss: 0.031163 | val_loss: 0.031169 | Time: 1147.28 ms [2022-04-18 12:18:26 main:574] : INFO : Epoch 1852 | loss: 0.0311653 | val_loss: 0.0311707 | Time: 1144.51 ms [2022-04-18 12:18:27 main:574] : INFO : Epoch 1853 | loss: 0.0311648 | val_loss: 0.0311713 | Time: 1140.61 ms [2022-04-18 12:18:28 main:574] : INFO : Epoch 1854 | loss: 0.0311623 | val_loss: 0.0311671 | Time: 1146.87 ms [2022-04-18 12:18:29 main:574] : INFO : Epoch 1855 | loss: 0.0311618 | val_loss: 0.0311664 | Time: 1145.68 ms [2022-04-18 12:18:30 main:574] : INFO : Epoch 1856 | loss: 0.0311624 | val_loss: 0.0311657 | Time: 1131.06 ms [2022-04-18 12:18:31 main:574] : INFO : Epoch 1857 | loss: 0.0311624 | val_loss: 0.0311652 | Time: 1140.63 ms [2022-04-18 12:18:33 main:574] : INFO : Epoch 1858 | loss: 0.0311628 | val_loss: 0.0311697 | Time: 1138.06 ms [2022-04-18 12:18:34 main:574] : INFO : Epoch 1859 | loss: 0.0311625 | val_loss: 0.0311691 | Time: 1128.93 ms [2022-04-18 12:18:35 main:574] : INFO : Epoch 1860 | loss: 0.0311639 | val_loss: 0.0311729 | Time: 1146.44 ms [2022-04-18 12:18:36 main:574] : INFO : Epoch 1861 | loss: 0.0311634 | val_loss: 0.0311661 | Time: 1136.93 ms [2022-04-18 12:18:37 main:574] : INFO : Epoch 1862 | loss: 0.0311624 | val_loss: 0.0311683 | Time: 1139.49 ms [2022-04-18 12:18:38 main:574] : INFO : Epoch 1863 | loss: 0.0311629 | val_loss: 0.031169 | Time: 1129.14 ms [2022-04-18 12:18:39 main:574] : INFO : Epoch 1864 | loss: 0.0311615 | val_loss: 0.031166 | Time: 1141.36 ms [2022-04-18 12:18:40 main:574] : INFO : Epoch 1865 | loss: 0.0311623 | val_loss: 0.0311655 | Time: 1144.82 ms [2022-04-18 12:18:42 main:574] : INFO : Epoch 1866 | loss: 0.0311613 | val_loss: 0.0311664 | Time: 1146.49 ms [2022-04-18 12:18:43 main:574] : INFO : Epoch 1867 | loss: 0.0311659 | val_loss: 0.0311678 | Time: 1145.36 ms [2022-04-18 12:18:44 main:574] : INFO : Epoch 1868 | loss: 0.0311596 | val_loss: 0.0311652 | Time: 1137.99 ms [2022-04-18 12:18:45 main:574] : INFO : Epoch 1869 | loss: 0.0311593 | val_loss: 0.0311642 | Time: 1140.85 ms [2022-04-18 12:18:46 main:574] : INFO : Epoch 1870 | loss: 0.0311613 | val_loss: 0.0311647 | Time: 1153.77 ms [2022-04-18 12:18:47 main:574] : INFO : Epoch 1871 | loss: 0.0311601 | val_loss: 0.0311656 | Time: 1137.93 ms [2022-04-18 12:18:49 main:574] : INFO : Epoch 1872 | loss: 0.0311594 | val_loss: 0.0311631 | Time: 1143.89 ms [2022-04-18 12:18:50 main:574] : INFO : Epoch 1873 | loss: 0.0311589 | val_loss: 0.0311655 | Time: 1142.77 ms [2022-04-18 12:18:51 main:574] : INFO : Epoch 1874 | loss: 0.0311596 | val_loss: 0.0311634 | Time: 1141.35 ms [2022-04-18 12:18:52 main:574] : INFO : Epoch 1875 | loss: 0.0311584 | val_loss: 0.0311644 | Time: 1150.04 ms [2022-04-18 12:18:53 main:574] : INFO : Epoch 1876 | loss: 0.0311582 | val_loss: 0.0311639 | Time: 1141.11 ms [2022-04-18 12:18:54 main:574] : INFO : Epoch 1877 | loss: 0.0311583 | val_loss: 0.031163 | Time: 1141.5 ms [2022-04-18 12:18:55 main:574] : INFO : Epoch 1878 | loss: 0.0311583 | val_loss: 0.0311628 | Time: 1139.85 ms [2022-04-18 12:18:57 main:574] : INFO : Epoch 1879 | loss: 0.0311573 | val_loss: 0.0311646 | Time: 1140.52 ms [2022-04-18 12:18:58 main:574] : INFO : Epoch 1880 | loss: 0.0311585 | val_loss: 0.0311637 | Time: 1140.2 ms [2022-04-18 12:18:59 main:574] : INFO : Epoch 1881 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 1134.41 ms [2022-04-18 12:19:00 main:574] : INFO : Epoch 1882 | loss: 0.0311606 | val_loss: 0.0311672 | Time: 1146.32 ms [2022-04-18 12:19:01 main:574] : INFO : Epoch 1883 | loss: 0.0311606 | val_loss: 0.0311638 | Time: 1140.65 ms [2022-04-18 12:19:02 main:574] : INFO : Epoch 1884 | loss: 0.0311605 | val_loss: 0.0311667 | Time: 1147.28 ms [2022-04-18 12:19:03 main:574] : INFO : Epoch 1885 | loss: 0.0311598 | val_loss: 0.0311645 | Time: 1141.51 ms [2022-04-18 12:19:05 main:574] : INFO : Epoch 1886 | loss: 0.0311604 | val_loss: 0.0311668 | Time: 1143.91 ms [2022-04-18 12:19:06 main:574] : INFO : Epoch 1887 | loss: 0.0311594 | val_loss: 0.0311642 | Time: 1141.99 ms [2022-04-18 12:19:07 main:574] : INFO : Epoch 1888 | loss: 0.0311585 | val_loss: 0.0311671 | Time: 1142.83 ms [2022-04-18 12:19:08 main:574] : INFO : Epoch 1889 | loss: 0.0311591 | val_loss: 0.0311654 | Time: 1136.85 ms [2022-04-18 12:19:09 main:574] : INFO : Epoch 1890 | loss: 0.0311593 | val_loss: 0.0311645 | Time: 1149.54 ms [2022-04-18 12:19:10 main:574] : INFO : Epoch 1891 | loss: 0.0311604 | val_loss: 0.0311645 | Time: 1144.5 ms [2022-04-18 12:19:11 main:574] : INFO : Epoch 1892 | loss: 0.0311621 | val_loss: 0.0311675 | Time: 1148.51 ms [2022-04-18 12:19:13 main:574] : INFO : Epoch 1893 | loss: 0.0311606 | val_loss: 0.0311709 | Time: 1143.23 ms [2022-04-18 12:19:14 main:574] : INFO : Epoch 1894 | loss: 0.0311606 | val_loss: 0.0311647 | Time: 1141.11 ms [2022-04-18 12:19:15 main:574] : INFO : Epoch 1895 | loss: 0.031162 | val_loss: 0.0311666 | Time: 1146.38 ms [2022-04-18 12:19:16 main:574] : INFO : Epoch 1896 | loss: 0.0311603 | val_loss: 0.0311642 | Time: 1138.76 ms [2022-04-18 12:19:17 main:574] : INFO : Epoch 1897 | loss: 0.0311575 | val_loss: 0.0311651 | Time: 1146.44 ms [2022-04-18 12:19:18 main:574] : INFO : Epoch 1898 | loss: 0.0311596 | val_loss: 0.0311653 | Time: 1141.57 ms [2022-04-18 12:19:19 main:574] : INFO : Epoch 1899 | loss: 0.0311585 | val_loss: 0.0311652 | Time: 1148.18 ms [2022-04-18 12:19:21 main:574] : INFO : Epoch 1900 | loss: 0.0311578 | val_loss: 0.0311643 | Time: 1143.44 ms [2022-04-18 12:19:22 main:574] : INFO : Epoch 1901 | loss: 0.0311588 | val_loss: 0.0311647 | Time: 1138.25 ms [2022-04-18 12:19:23 main:574] : INFO : Epoch 1902 | loss: 0.0311601 | val_loss: 0.0311682 | Time: 1136.19 ms [2022-04-18 12:19:24 main:574] : INFO : Epoch 1903 | loss: 0.0311617 | val_loss: 0.0311659 | Time: 1155.37 ms [2022-04-18 12:19:25 main:574] : INFO : Epoch 1904 | loss: 0.0311597 | val_loss: 0.0311644 | Time: 1152.3 ms [2022-04-18 12:19:26 main:574] : INFO : Epoch 1905 | loss: 0.031158 | val_loss: 0.0311633 | Time: 1143 ms [2022-04-18 12:19:27 main:574] : INFO : Epoch 1906 | loss: 0.0311577 | val_loss: 0.0311638 | Time: 1151.49 ms [2022-04-18 12:19:29 main:574] : INFO : Epoch 1907 | loss: 0.0311601 | val_loss: 0.0311647 | Time: 1134.83 ms [2022-04-18 12:19:30 main:574] : INFO : Epoch 1908 | loss: 0.0311616 | val_loss: 0.0311664 | Time: 1144.86 ms [2022-04-18 12:19:31 main:574] : INFO : Epoch 1909 | loss: 0.0311605 | val_loss: 0.0311654 | Time: 1144.2 ms [2022-04-18 12:19:32 main:574] : INFO : Epoch 1910 | loss: 0.0311604 | val_loss: 0.0311713 | Time: 1146.02 ms [2022-04-18 12:19:33 main:574] : INFO : Epoch 1911 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 1150.34 ms [2022-04-18 12:19:34 main:574] : INFO : Epoch 1912 | loss: 0.0311617 | val_loss: 0.0311641 | Time: 1139.21 ms [2022-04-18 12:19:36 main:574] : INFO : Epoch 1913 | loss: 0.031163 | val_loss: 0.0311671 | Time: 1132.92 ms [2022-04-18 12:19:37 main:574] : INFO : Epoch 1914 | loss: 0.0311611 | val_loss: 0.031173 | Time: 1143.97 ms [2022-04-18 12:19:38 main:574] : INFO : Epoch 1915 | loss: 0.0311663 | val_loss: 0.0311647 | Time: 1136.21 ms [2022-04-18 12:19:39 main:574] : INFO : Epoch 1916 | loss: 0.0311629 | val_loss: 0.0311635 | Time: 1139.22 ms [2022-04-18 12:19:40 main:574] : INFO : Epoch 1917 | loss: 0.0311594 | val_loss: 0.0311644 | Time: 1128.76 ms [2022-04-18 12:19:41 main:574] : INFO : Epoch 1918 | loss: 0.0311604 | val_loss: 0.0311669 | Time: 1156.36 ms [2022-04-18 12:19:42 main:574] : INFO : Epoch 1919 | loss: 0.0311614 | val_loss: 0.0311642 | Time: 1146.02 ms [2022-04-18 12:19:44 main:574] : INFO : Epoch 1920 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 1149.69 ms [2022-04-18 12:19:45 main:574] : INFO : Epoch 1921 | loss: 0.0311613 | val_loss: 0.0311675 | Time: 1154.68 ms [2022-04-18 12:19:46 main:574] : INFO : Epoch 1922 | loss: 0.0311601 | val_loss: 0.0311644 | Time: 1143.37 ms [2022-04-18 12:19:47 main:574] : INFO : Epoch 1923 | loss: 0.0311598 | val_loss: 0.0311698 | Time: 1156.4 ms [2022-04-18 12:19:48 main:574] : INFO : Epoch 1924 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 1146.57 ms [2022-04-18 12:19:49 main:574] : INFO : Epoch 1925 | loss: 0.0311629 | val_loss: 0.0311666 | Time: 1164.75 ms [2022-04-18 12:19:51 main:574] : INFO : Epoch 1926 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 1149.13 ms [2022-04-18 12:19:52 main:574] : INFO : Epoch 1927 | loss: 0.0311588 | val_loss: 0.031164 | Time: 1150.5 ms [2022-04-18 12:19:53 main:574] : INFO : Epoch 1928 | loss: 0.0311594 | val_loss: 0.031167 | Time: 1161.55 ms [2022-04-18 12:19:54 main:574] : INFO : Epoch 1929 | loss: 0.0311614 | val_loss: 0.0311689 | Time: 1142.12 ms [2022-04-18 12:19:55 main:574] : INFO : Epoch 1930 | loss: 0.0311607 | val_loss: 0.0311654 | Time: 1140.35 ms [2022-04-18 12:19:56 main:574] : INFO : Epoch 1931 | loss: 0.0311599 | val_loss: 0.0311655 | Time: 1141.55 ms [2022-04-18 12:19:57 main:574] : INFO : Epoch 1932 | loss: 0.0311589 | val_loss: 0.0311637 | Time: 1143.7 ms [2022-04-18 12:19:59 main:574] : INFO : Epoch 1933 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 1156.11 ms [2022-04-18 12:20:00 main:574] : INFO : Epoch 1934 | loss: 0.0311616 | val_loss: 0.0311727 | Time: 1139.62 ms [2022-04-18 12:20:01 main:574] : INFO : Epoch 1935 | loss: 0.0311679 | val_loss: 0.0311705 | Time: 1144.23 ms [2022-04-18 12:20:02 main:574] : INFO : Epoch 1936 | loss: 0.0311643 | val_loss: 0.0311672 | Time: 1141.29 ms [2022-04-18 12:20:03 main:574] : INFO : Epoch 1937 | loss: 0.0311632 | val_loss: 0.0311648 | Time: 1141.38 ms [2022-04-18 12:20:04 main:574] : INFO : Epoch 1938 | loss: 0.03116 | val_loss: 0.0311645 | Time: 1146.86 ms [2022-04-18 12:20:05 main:574] : INFO : Epoch 1939 | loss: 0.0311593 | val_loss: 0.0311648 | Time: 1145.11 ms [2022-04-18 12:20:07 main:574] : INFO : Epoch 1940 | loss: 0.0311583 | val_loss: 0.0311629 | Time: 1144.53 ms [2022-04-18 12:20:08 main:574] : INFO : Epoch 1941 | loss: 0.0311578 | val_loss: 0.0311644 | Time: 1144.09 ms [2022-04-18 12:20:09 main:574] : INFO : Epoch 1942 | loss: 0.0311571 | val_loss: 0.0311651 | Time: 1155.68 ms [2022-04-18 12:20:10 main:574] : INFO : Epoch 1943 | loss: 0.0311565 | val_loss: 0.0311621 | Time: 1146.98 ms [2022-04-18 12:20:11 main:574] : INFO : Epoch 1944 | loss: 0.0311574 | val_loss: 0.0311627 | Time: 1146.22 ms [2022-04-18 12:20:12 main:574] : INFO : Epoch 1945 | loss: 0.0311575 | val_loss: 0.0311633 | Time: 1143.32 ms [2022-04-18 12:20:14 main:574] : INFO : Epoch 1946 | loss: 0.0311594 | val_loss: 0.0311666 | Time: 1144.21 ms [2022-04-18 12:20:15 main:574] : INFO : Epoch 1947 | loss: 0.0311591 | val_loss: 0.0311665 | Time: 1146.14 ms [2022-04-18 12:20:16 main:574] : INFO : Epoch 1948 | loss: 0.0311576 | val_loss: 0.0311629 | Time: 1154.41 ms [2022-04-18 12:20:17 main:574] : INFO : Epoch 1949 | loss: 0.0311572 | val_loss: 0.0311649 | Time: 1141.23 ms [2022-04-18 12:20:18 main:574] : INFO : Epoch 1950 | loss: 0.031158 | val_loss: 0.0311687 | Time: 1151.68 ms [2022-04-18 12:20:19 main:574] : INFO : Epoch 1951 | loss: 0.0311587 | val_loss: 0.0311651 | Time: 1147.05 ms [2022-04-18 12:20:20 main:574] : INFO : Epoch 1952 | loss: 0.0311558 | val_loss: 0.0311647 | Time: 1150.39 ms [2022-04-18 12:20:22 main:574] : INFO : Epoch 1953 | loss: 0.0311573 | val_loss: 0.0311641 | Time: 1147.14 ms [2022-04-18 12:20:23 main:574] : INFO : Epoch 1954 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 1139.91 ms [2022-04-18 12:20:24 main:574] : INFO : Epoch 1955 | loss: 0.0311596 | val_loss: 0.031167 | Time: 1150.52 ms [2022-04-18 12:20:25 main:574] : INFO : Epoch 1956 | loss: 0.0311561 | val_loss: 0.0311654 | Time: 1140.56 ms [2022-04-18 12:20:26 main:574] : INFO : Epoch 1957 | loss: 0.0311557 | val_loss: 0.0311647 | Time: 1143.54 ms [2022-04-18 12:20:27 main:574] : INFO : Epoch 1958 | loss: 0.0311563 | val_loss: 0.0311691 | Time: 1144.71 ms [2022-04-18 12:20:29 main:574] : INFO : Epoch 1959 | loss: 0.0311578 | val_loss: 0.0311664 | Time: 1126.89 ms [2022-04-18 12:20:30 main:574] : INFO : Epoch 1960 | loss: 0.0311576 | val_loss: 0.031166 | Time: 1132.42 ms [2022-04-18 12:20:31 main:574] : INFO : Epoch 1961 | loss: 0.0311566 | val_loss: 0.0311647 | Time: 1143.09 ms [2022-04-18 12:20:32 main:574] : INFO : Epoch 1962 | loss: 0.0311566 | val_loss: 0.0311649 | Time: 1145.93 ms [2022-04-18 12:20:33 main:574] : INFO : Epoch 1963 | loss: 0.0311557 | val_loss: 0.0311635 | Time: 1139.06 ms [2022-04-18 12:20:34 main:574] : INFO : Epoch 1964 | loss: 0.0311564 | val_loss: 0.0311654 | Time: 1128.8 ms [2022-04-18 12:20:35 main:574] : INFO : Epoch 1965 | loss: 0.0311585 | val_loss: 0.0311717 | Time: 1144.98 ms [2022-04-18 12:20:37 main:574] : INFO : Epoch 1966 | loss: 0.0311589 | val_loss: 0.031163 | Time: 1138.76 ms [2022-04-18 12:20:38 main:574] : INFO : Epoch 1967 | loss: 0.0311573 | val_loss: 0.0311655 | Time: 1145.52 ms [2022-04-18 12:20:39 main:574] : INFO : Epoch 1968 | loss: 0.0311602 | val_loss: 0.0311729 | Time: 1133.6 ms [2022-04-18 12:20:40 main:574] : INFO : Epoch 1969 | loss: 0.0311608 | val_loss: 0.0311668 | Time: 1133.11 ms [2022-04-18 12:20:41 main:574] : INFO : Epoch 1970 | loss: 0.0311577 | val_loss: 0.0311627 | Time: 1143.73 ms [2022-04-18 12:20:42 main:574] : INFO : Epoch 1971 | loss: 0.0311563 | val_loss: 0.0311635 | Time: 1146.88 ms [2022-04-18 12:20:43 main:574] : INFO : Epoch 1972 | loss: 0.0311569 | val_loss: 0.0311627 | Time: 1133.47 ms [2022-04-18 12:20:45 main:574] : INFO : Epoch 1973 | loss: 0.0311558 | val_loss: 0.0311635 | Time: 1146.64 ms [2022-04-18 12:20:46 main:574] : INFO : Epoch 1974 | loss: 0.0311561 | val_loss: 0.0311649 | Time: 1152.4 ms [2022-04-18 12:20:47 main:574] : INFO : Epoch 1975 | loss: 0.0311558 | val_loss: 0.0311619 | Time: 1150.67 ms [2022-04-18 12:20:48 main:574] : INFO : Epoch 1976 | loss: 0.0311559 | val_loss: 0.0311672 | Time: 1147.71 ms [2022-04-18 12:20:49 main:574] : INFO : Epoch 1977 | loss: 0.0311603 | val_loss: 0.031164 | Time: 1141.22 ms [2022-04-18 12:20:50 main:574] : INFO : Epoch 1978 | loss: 0.0311576 | val_loss: 0.0311641 | Time: 1133.09 ms [2022-04-18 12:20:51 main:574] : INFO : Epoch 1979 | loss: 0.0311571 | val_loss: 0.0311638 | Time: 1139.59 ms [2022-04-18 12:20:53 main:574] : INFO : Epoch 1980 | loss: 0.0311573 | val_loss: 0.0311632 | Time: 1133.57 ms [2022-04-18 12:20:54 main:574] : INFO : Epoch 1981 | loss: 0.0311566 | val_loss: 0.0311638 | Time: 1145.9 ms [2022-04-18 12:20:55 main:574] : INFO : Epoch 1982 | loss: 0.0311592 | val_loss: 0.0311647 | Time: 1147.44 ms [2022-04-18 12:20:56 main:574] : INFO : Epoch 1983 | loss: 0.0311594 | val_loss: 0.0311697 | Time: 1142.78 ms [2022-04-18 12:20:57 main:574] : INFO : Epoch 1984 | loss: 0.0311589 | val_loss: 0.0311675 | Time: 1151.12 ms [2022-04-18 12:20:58 main:574] : INFO : Epoch 1985 | loss: 0.0311604 | val_loss: 0.0311657 | Time: 1142.36 ms [2022-04-18 12:20:59 main:574] : INFO : Epoch 1986 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 1141.98 ms [2022-04-18 12:21:01 main:574] : INFO : Epoch 1987 | loss: 0.0311618 | val_loss: 0.0311656 | Time: 1142.78 ms [2022-04-18 12:21:02 main:574] : INFO : Epoch 1988 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 1147.53 ms [2022-04-18 12:21:03 main:574] : INFO : Epoch 1989 | loss: 0.0311594 | val_loss: 0.0311632 | Time: 1146.95 ms [2022-04-18 12:21:04 main:574] : INFO : Epoch 1990 | loss: 0.0311568 | val_loss: 0.0311629 | Time: 1144.45 ms [2022-04-18 12:21:05 main:574] : INFO : Epoch 1991 | loss: 0.0311567 | val_loss: 0.0311642 | Time: 1134.94 ms [2022-04-18 12:21:06 main:574] : INFO : Epoch 1992 | loss: 0.0311569 | val_loss: 0.0311649 | Time: 1149.62 ms [2022-04-18 12:21:08 main:574] : INFO : Epoch 1993 | loss: 0.0311551 | val_loss: 0.0311641 | Time: 1142.17 ms [2022-04-18 12:21:09 main:574] : INFO : Epoch 1994 | loss: 0.0311553 | val_loss: 0.0311636 | Time: 1141.6 ms [2022-04-18 12:21:10 main:574] : INFO : Epoch 1995 | loss: 0.0311559 | val_loss: 0.0311674 | Time: 1135.23 ms [2022-04-18 12:21:11 main:574] : INFO : Epoch 1996 | loss: 0.0311558 | val_loss: 0.0311646 | Time: 1137.06 ms [2022-04-18 12:21:12 main:574] : INFO : Epoch 1997 | loss: 0.0311577 | val_loss: 0.0311637 | Time: 1143.34 ms [2022-04-18 12:21:13 main:574] : INFO : Epoch 1998 | loss: 0.0311565 | val_loss: 0.031167 | Time: 1161.42 ms [2022-04-18 12:21:14 main:574] : INFO : Epoch 1999 | loss: 0.0311559 | val_loss: 0.0311628 | Time: 1145.31 ms [2022-04-18 12:21:16 main:574] : INFO : Epoch 2000 | loss: 0.0311551 | val_loss: 0.0311636 | Time: 1136.04 ms [2022-04-18 12:21:17 main:574] : INFO : Epoch 2001 | loss: 0.0311545 | val_loss: 0.0311646 | Time: 1144.29 ms [2022-04-18 12:21:18 main:574] : INFO : Epoch 2002 | loss: 0.0311557 | val_loss: 0.0311711 | Time: 1153.79 ms [2022-04-18 12:21:19 main:574] : INFO : Epoch 2003 | loss: 0.0311565 | val_loss: 0.0311657 | Time: 1152.16 ms [2022-04-18 12:21:20 main:574] : INFO : Epoch 2004 | loss: 0.0311559 | val_loss: 0.0311662 | Time: 1144.39 ms [2022-04-18 12:21:21 main:574] : INFO : Epoch 2005 | loss: 0.0311547 | val_loss: 0.0311696 | Time: 1136.68 ms [2022-04-18 12:21:22 main:574] : INFO : Epoch 2006 | loss: 0.0311543 | val_loss: 0.0311666 | Time: 1142.67 ms [2022-04-18 12:21:24 main:574] : INFO : Epoch 2007 | loss: 0.031154 | val_loss: 0.0311648 | Time: 1138.78 ms [2022-04-18 12:21:25 main:574] : INFO : Epoch 2008 | loss: 0.0311551 | val_loss: 0.0311692 | Time: 1146.44 ms [2022-04-18 12:21:26 main:574] : INFO : Epoch 2009 | loss: 0.031156 | val_loss: 0.0311658 | Time: 1148.06 ms [2022-04-18 12:21:27 main:574] : INFO : Epoch 2010 | loss: 0.031157 | val_loss: 0.0311642 | Time: 1142.74 ms [2022-04-18 12:21:28 main:574] : INFO : Epoch 2011 | loss: 0.031155 | val_loss: 0.0311656 | Time: 1144.51 ms [2022-04-18 12:21:29 main:574] : INFO : Epoch 2012 | loss: 0.0311565 | val_loss: 0.0311663 | Time: 1144.3 ms [2022-04-18 12:21:31 main:574] : INFO : Epoch 2013 | loss: 0.0311573 | val_loss: 0.0311685 | Time: 1145.64 ms [2022-04-18 12:21:32 main:574] : INFO : Epoch 2014 | loss: 0.031159 | val_loss: 0.0311669 | Time: 1155.22 ms [2022-04-18 12:21:33 main:574] : INFO : Epoch 2015 | loss: 0.031157 | val_loss: 0.031167 | Time: 1149.08 ms [2022-04-18 12:21:34 main:574] : INFO : Epoch 2016 | loss: 0.0311583 | val_loss: 0.0311646 | Time: 1148.83 ms [2022-04-18 12:21:35 main:574] : INFO : Epoch 2017 | loss: 0.0311576 | val_loss: 0.0311651 | Time: 1141.33 ms [2022-04-18 12:21:36 main:574] : INFO : Epoch 2018 | loss: 0.0311561 | val_loss: 0.0311659 | Time: 1143.15 ms [2022-04-18 12:21:37 main:574] : INFO : Epoch 2019 | loss: 0.0311574 | val_loss: 0.0311661 | Time: 1133.35 ms [2022-04-18 12:21:39 main:574] : INFO : Epoch 2020 | loss: 0.0311586 | val_loss: 0.031166 | Time: 1145.69 ms [2022-04-18 12:21:40 main:574] : INFO : Epoch 2021 | loss: 0.0311594 | val_loss: 0.031165 | Time: 1132.91 ms [2022-04-18 12:21:41 main:574] : INFO : Epoch 2022 | loss: 0.0311605 | val_loss: 0.0311672 | Time: 1143.58 ms [2022-04-18 12:21:42 main:574] : INFO : Epoch 2023 | loss: 0.0311564 | val_loss: 0.0311653 | Time: 1139.9 ms [2022-04-18 12:21:43 main:574] : INFO : Epoch 2024 | loss: 0.0311568 | val_loss: 0.0311653 | Time: 1144.19 ms [2022-04-18 12:21:44 main:574] : INFO : Epoch 2025 | loss: 0.0311564 | val_loss: 0.0311632 | Time: 1149.62 ms [2022-04-18 12:21:45 main:574] : INFO : Epoch 2026 | loss: 0.0311552 | val_loss: 0.0311668 | Time: 1139.57 ms [2022-04-18 12:21:47 main:574] : INFO : Epoch 2027 | loss: 0.0311578 | val_loss: 0.0311634 | Time: 1134.28 ms [2022-04-18 12:21:48 main:574] : INFO : Epoch 2028 | loss: 0.0311562 | val_loss: 0.0311656 | Time: 1158.62 ms [2022-04-18 12:21:49 main:574] : INFO : Epoch 2029 | loss: 0.0311558 | val_loss: 0.0311645 | Time: 1147.19 ms [2022-04-18 12:21:50 main:574] : INFO : Epoch 2030 | loss: 0.0311541 | val_loss: 0.0311642 | Time: 1154.44 ms [2022-04-18 12:21:51 main:574] : INFO : Epoch 2031 | loss: 0.0311553 | val_loss: 0.0311703 | Time: 1159.07 ms [2022-04-18 12:21:52 main:574] : INFO : Epoch 2032 | loss: 0.031163 | val_loss: 0.0311683 | Time: 1141.03 ms [2022-04-18 12:21:54 main:574] : INFO : Epoch 2033 | loss: 0.0311582 | val_loss: 0.0311713 | Time: 1136.18 ms [2022-04-18 12:21:55 main:574] : INFO : Epoch 2034 | loss: 0.0311555 | val_loss: 0.031167 | Time: 1162.25 ms [2022-04-18 12:21:56 main:574] : INFO : Epoch 2035 | loss: 0.0311571 | val_loss: 0.0311694 | Time: 1137.22 ms [2022-04-18 12:21:57 main:574] : INFO : Epoch 2036 | loss: 0.0311545 | val_loss: 0.0311662 | Time: 1137.17 ms [2022-04-18 12:21:58 main:574] : INFO : Epoch 2037 | loss: 0.0311545 | val_loss: 0.0311657 | Time: 1145.38 ms [2022-04-18 12:21:59 main:574] : INFO : Epoch 2038 | loss: 0.0311531 | val_loss: 0.0311636 | Time: 1149.63 ms [2022-04-18 12:22:00 main:574] : INFO : Epoch 2039 | loss: 0.0311534 | val_loss: 0.0311647 | Time: 1140.51 ms [2022-04-18 12:22:02 main:574] : INFO : Epoch 2040 | loss: 0.0311537 | val_loss: 0.0311639 | Time: 1154.2 ms [2022-04-18 12:22:03 main:574] : INFO : Epoch 2041 | loss: 0.0311549 | val_loss: 0.0311681 | Time: 1143.77 ms [2022-04-18 12:22:04 main:574] : INFO : Epoch 2042 | loss: 0.031157 | val_loss: 0.0311637 | Time: 1144.12 ms [2022-04-18 12:22:05 main:574] : INFO : Epoch 2043 | loss: 0.0311535 | val_loss: 0.0311703 | Time: 1150.97 ms [2022-04-18 12:22:06 main:574] : INFO : Epoch 2044 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1143.74 ms [2022-04-18 12:22:07 main:574] : INFO : Epoch 2045 | loss: 0.0311528 | val_loss: 0.0311635 | Time: 1139.57 ms [2022-04-18 12:22:09 main:574] : INFO : Epoch 2046 | loss: 0.0311528 | val_loss: 0.0311644 | Time: 1142.82 ms [2022-04-18 12:22:10 main:574] : INFO : Epoch 2047 | loss: 0.0311548 | val_loss: 0.0311688 | Time: 1168.49 ms [2022-04-18 12:22:11 main:574] : INFO : Epoch 2048 | loss: 0.0311535 | val_loss: 0.0311659 | Time: 1144.37 ms [2022-04-18 12:22:11 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311659 [2022-04-18 12:22:11 main:603] : INFO : Saving end state to config to file [2022-04-18 12:22:11 main:608] : INFO : Success, exiting.. 12:22:11 (1312): 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)