Task 14623968
| Name | ParityModified-1647045311-32446-3-0_1 |
| Workunit | 11575730 |
| 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, 19:03:32 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4503 |
| Run time | 39 min 26 sec |
| CPU time | 38 min 53 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 | 4.36 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 574] : INFO : Epoch 1542 | loss: 0.0311496 | val_loss: 0.0311652 | Time: 1155.88 ms [2022-04-18 12:53:09 main:574] : INFO : Epoch 1543 | loss: 0.0311482 | val_loss: 0.0311675 | Time: 1185.21 ms [2022-04-18 12:53:10 main:574] : INFO : Epoch 1544 | loss: 0.0311476 | val_loss: 0.0311654 | Time: 1183.51 ms [2022-04-18 12:53:11 main:574] : INFO : Epoch 1545 | loss: 0.0311511 | val_loss: 0.0311734 | Time: 1191.56 ms [2022-04-18 12:53:13 main:574] : INFO : Epoch 1546 | loss: 0.0311518 | val_loss: 0.0311678 | Time: 1187.47 ms [2022-04-18 12:53:14 main:574] : INFO : Epoch 1547 | loss: 0.0311505 | val_loss: 0.0311691 | Time: 1144.99 ms [2022-04-18 12:53:15 main:574] : INFO : Epoch 1548 | loss: 0.03115 | val_loss: 0.0311698 | Time: 1145.69 ms [2022-04-18 12:53:16 main:574] : INFO : Epoch 1549 | loss: 0.0311535 | val_loss: 0.0311665 | Time: 1137.9 ms [2022-04-18 12:53:17 main:574] : INFO : Epoch 1550 | loss: 0.0311567 | val_loss: 0.031167 | Time: 1136.21 ms [2022-04-18 12:53:18 main:574] : INFO : Epoch 1551 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1147.98 ms [2022-04-18 12:53:20 main:574] : INFO : Epoch 1552 | loss: 0.0311501 | val_loss: 0.031169 | Time: 1135.94 ms [2022-04-18 12:53:21 main:574] : INFO : Epoch 1553 | loss: 0.0311491 | val_loss: 0.0311647 | Time: 1147.33 ms [2022-04-18 12:53:22 main:574] : INFO : Epoch 1554 | loss: 0.0311483 | val_loss: 0.0311672 | Time: 1139.49 ms [2022-04-18 12:53:23 main:574] : INFO : Epoch 1555 | loss: 0.0311475 | val_loss: 0.0311687 | Time: 1139.3 ms [2022-04-18 12:53:24 main:574] : INFO : Epoch 1556 | loss: 0.0311479 | val_loss: 0.0311662 | Time: 1143.76 ms [2022-04-18 12:53:25 main:574] : INFO : Epoch 1557 | loss: 0.0311485 | val_loss: 0.0311664 | Time: 1136.58 ms [2022-04-18 12:53:26 main:574] : INFO : Epoch 1558 | loss: 0.0311474 | val_loss: 0.0311672 | Time: 1162.04 ms [2022-04-18 12:53:28 main:574] : INFO : Epoch 1559 | loss: 0.031147 | val_loss: 0.0311664 | Time: 1146.94 ms [2022-04-18 12:53:29 main:574] : INFO : Epoch 1560 | loss: 0.0311471 | val_loss: 0.0311679 | Time: 1145.31 ms [2022-04-18 12:53:30 main:574] : INFO : Epoch 1561 | loss: 0.0311475 | val_loss: 0.0311675 | Time: 1138.82 ms [2022-04-18 12:53:31 main:574] : INFO : Epoch 1562 | loss: 0.0311489 | val_loss: 0.0311676 | Time: 1144.72 ms [2022-04-18 12:53:32 main:574] : INFO : Epoch 1563 | loss: 0.0311496 | val_loss: 0.0311661 | Time: 1140.15 ms [2022-04-18 12:53:33 main:574] : INFO : Epoch 1564 | loss: 0.0311479 | val_loss: 0.0311672 | Time: 1138.91 ms [2022-04-18 12:53:34 main:574] : INFO : Epoch 1565 | loss: 0.0311479 | val_loss: 0.0311695 | Time: 1150.87 ms [2022-04-18 12:53:36 main:574] : INFO : Epoch 1566 | loss: 0.0311488 | val_loss: 0.0311696 | Time: 1159.04 ms [2022-04-18 12:53:37 main:574] : INFO : Epoch 1567 | loss: 0.0311494 | val_loss: 0.0311688 | Time: 1146.03 ms [2022-04-18 12:53:38 main:574] : INFO : Epoch 1568 | loss: 0.0311476 | val_loss: 0.0311669 | Time: 1135.72 ms [2022-04-18 12:53:39 main:574] : INFO : Epoch 1569 | loss: 0.0311473 | val_loss: 0.0311688 | Time: 1158.43 ms [2022-04-18 12:53:40 main:574] : INFO : Epoch 1570 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 1137.98 ms [2022-04-18 12:53:41 main:574] : INFO : Epoch 1571 | loss: 0.0311481 | val_loss: 0.0311686 | Time: 1138.14 ms [2022-04-18 12:53:43 main:574] : INFO : Epoch 1572 | loss: 0.0311478 | val_loss: 0.0311698 | Time: 1135.52 ms [2022-04-18 12:53:44 main:574] : INFO : Epoch 1573 | loss: 0.0311473 | val_loss: 0.0311688 | Time: 1150.65 ms [2022-04-18 12:53:45 main:574] : INFO : Epoch 1574 | loss: 0.0311473 | val_loss: 0.0311711 | Time: 1150.54 ms [2022-04-18 12:53:46 main:574] : INFO : Epoch 1575 | loss: 0.0311459 | val_loss: 0.0311733 | Time: 1137.64 ms [2022-04-18 12:53:47 main:574] : INFO : Epoch 1576 | loss: 0.0311459 | val_loss: 0.0311699 | Time: 1155.53 ms [2022-04-18 12:53:48 main:574] : INFO : Epoch 1577 | loss: 0.0311464 | val_loss: 0.0311674 | Time: 1147.54 ms [2022-04-18 12:53:49 main:574] : INFO : Epoch 1578 | loss: 0.0311472 | val_loss: 0.0311748 | Time: 1147.57 ms [2022-04-18 12:53:51 main:574] : INFO : Epoch 1579 | loss: 0.0311464 | val_loss: 0.0311689 | Time: 1146.76 ms [2022-04-18 12:53:52 main:574] : INFO : Epoch 1580 | loss: 0.0311456 | val_loss: 0.031167 | Time: 1142.16 ms [2022-04-18 12:53:53 main:574] : INFO : Epoch 1581 | loss: 0.0311464 | val_loss: 0.0311727 | Time: 1148.38 ms [2022-04-18 12:53:54 main:574] : INFO : Epoch 1582 | loss: 0.0311483 | val_loss: 0.031174 | Time: 1139.09 ms [2022-04-18 12:53:55 main:574] : INFO : Epoch 1583 | loss: 0.0311482 | val_loss: 0.0311718 | Time: 1141.36 ms [2022-04-18 12:53:56 main:574] : INFO : Epoch 1584 | loss: 0.031146 | val_loss: 0.0311708 | Time: 1149.4 ms [2022-04-18 12:53:58 main:574] : INFO : Epoch 1585 | loss: 0.0311457 | val_loss: 0.031169 | Time: 1156.84 ms [2022-04-18 12:53:59 main:574] : INFO : Epoch 1586 | loss: 0.0311458 | val_loss: 0.0311678 | Time: 1138.9 ms [2022-04-18 12:54:00 main:574] : INFO : Epoch 1587 | loss: 0.0311452 | val_loss: 0.0311669 | Time: 1133.99 ms [2022-04-18 12:54:01 main:574] : INFO : Epoch 1588 | loss: 0.0311455 | val_loss: 0.031168 | Time: 1128.72 ms [2022-04-18 12:54:02 main:574] : INFO : Epoch 1589 | loss: 0.0311446 | val_loss: 0.0311722 | Time: 1149.72 ms [2022-04-18 12:54:03 main:574] : INFO : Epoch 1590 | loss: 0.0311463 | val_loss: 0.031165 | Time: 1135.13 ms [2022-04-18 12:54:04 main:574] : INFO : Epoch 1591 | loss: 0.0311455 | val_loss: 0.0311751 | Time: 1137.83 ms [2022-04-18 12:54:06 main:574] : INFO : Epoch 1592 | loss: 0.0311454 | val_loss: 0.0311694 | Time: 1139.8 ms [2022-04-18 12:54:07 main:574] : INFO : Epoch 1593 | loss: 0.0311438 | val_loss: 0.0311709 | Time: 1163.85 ms [2022-04-18 12:54:08 main:574] : INFO : Epoch 1594 | loss: 0.0311445 | val_loss: 0.0311691 | Time: 1151.42 ms [2022-04-18 12:54:09 main:574] : INFO : Epoch 1595 | loss: 0.0311445 | val_loss: 0.0311698 | Time: 1153.29 ms [2022-04-18 12:54:10 main:574] : INFO : Epoch 1596 | loss: 0.0311459 | val_loss: 0.031174 | Time: 1132.91 ms [2022-04-18 12:54:11 main:574] : INFO : Epoch 1597 | loss: 0.0311483 | val_loss: 0.0311692 | Time: 1136.01 ms [2022-04-18 12:54:12 main:574] : INFO : Epoch 1598 | loss: 0.0311449 | val_loss: 0.0311716 | Time: 1141.18 ms [2022-04-18 12:54:14 main:574] : INFO : Epoch 1599 | loss: 0.0311466 | val_loss: 0.0311706 | Time: 1163.12 ms [2022-04-18 12:54:15 main:574] : INFO : Epoch 1600 | loss: 0.031147 | val_loss: 0.0311718 | Time: 1133.62 ms [2022-04-18 12:54:16 main:574] : INFO : Epoch 1601 | loss: 0.0311464 | val_loss: 0.0311756 | Time: 1140.64 ms [2022-04-18 12:54:17 main:574] : INFO : Epoch 1602 | loss: 0.0311467 | val_loss: 0.0311679 | Time: 1142.61 ms [2022-04-18 12:54:18 main:574] : INFO : Epoch 1603 | loss: 0.0311466 | val_loss: 0.0311658 | Time: 1131.07 ms [2022-04-18 12:54:19 main:574] : INFO : Epoch 1604 | loss: 0.0311515 | val_loss: 0.03117 | Time: 1151.96 ms [2022-04-18 12:54:20 main:574] : INFO : Epoch 1605 | loss: 0.0311505 | val_loss: 0.0311664 | Time: 1146.93 ms [2022-04-18 12:54:22 main:574] : INFO : Epoch 1606 | loss: 0.031148 | val_loss: 0.0311714 | Time: 1133.75 ms [2022-04-18 12:54:23 main:574] : INFO : Epoch 1607 | loss: 0.0311477 | val_loss: 0.0311702 | Time: 1135.31 ms [2022-04-18 12:54:24 main:574] : INFO : Epoch 1608 | loss: 0.0311498 | val_loss: 0.0311685 | Time: 1138.17 ms [2022-04-18 12:54:25 main:574] : INFO : Epoch 1609 | loss: 0.0311487 | val_loss: 0.0311729 | Time: 1137.86 ms [2022-04-18 12:54:26 main:574] : INFO : Epoch 1610 | loss: 0.0311473 | val_loss: 0.0311668 | Time: 1146.31 ms [2022-04-18 12:54:27 main:574] : INFO : Epoch 1611 | loss: 0.0311484 | val_loss: 0.0311674 | Time: 1150.28 ms [2022-04-18 12:54:29 main:574] : INFO : Epoch 1612 | loss: 0.031146 | val_loss: 0.0311667 | Time: 1135.37 ms [2022-04-18 12:54:30 main:574] : INFO : Epoch 1613 | loss: 0.0311451 | val_loss: 0.0311686 | Time: 1148.25 ms [2022-04-18 12:54:31 main:574] : INFO : Epoch 1614 | loss: 0.0311458 | val_loss: 0.0311698 | Time: 1138.44 ms [2022-04-18 12:54:32 main:574] : INFO : Epoch 1615 | loss: 0.0311464 | val_loss: 0.0311689 | Time: 1141.89 ms [2022-04-18 12:54:33 main:574] : INFO : Epoch 1616 | loss: 0.0311449 | val_loss: 0.0311688 | Time: 1148.86 ms [2022-04-18 12:54:34 main:574] : INFO : Epoch 1617 | loss: 0.031144 | val_loss: 0.0311703 | Time: 1142.17 ms [2022-04-18 12:54:35 main:574] : INFO : Epoch 1618 | loss: 0.031143 | val_loss: 0.0311675 | Time: 1135.4 ms [2022-04-18 12:54:37 main:574] : INFO : Epoch 1619 | loss: 0.0311423 | val_loss: 0.0311732 | Time: 1132.39 ms [2022-04-18 12:54:38 main:574] : INFO : Epoch 1620 | loss: 0.031144 | val_loss: 0.0311657 | Time: 1143.64 ms [2022-04-18 12:54:39 main:574] : INFO : Epoch 1621 | loss: 0.0311451 | val_loss: 0.0311754 | Time: 1140.05 ms [2022-04-18 12:54:40 main:574] : INFO : Epoch 1622 | loss: 0.0311455 | val_loss: 0.0311716 | Time: 1137.74 ms [2022-04-18 12:54:41 main:574] : INFO : Epoch 1623 | loss: 0.0311444 | val_loss: 0.0311701 | Time: 1137.03 ms [2022-04-18 12:54:42 main:574] : INFO : Epoch 1624 | loss: 0.0311423 | val_loss: 0.0311679 | Time: 1134.72 ms [2022-04-18 12:54:43 main:574] : INFO : Epoch 1625 | loss: 0.031142 | val_loss: 0.0311663 | Time: 1134.62 ms [2022-04-18 12:54:45 main:574] : INFO : Epoch 1626 | loss: 0.0311437 | val_loss: 0.031176 | Time: 1142.9 ms [2022-04-18 12:54:46 main:574] : INFO : Epoch 1627 | loss: 0.031143 | val_loss: 0.031171 | Time: 1136.25 ms [2022-04-18 12:54:47 main:574] : INFO : Epoch 1628 | loss: 0.0311466 | val_loss: 0.031174 | Time: 1146.99 ms [2022-04-18 12:54:48 main:574] : INFO : Epoch 1629 | loss: 0.0311468 | val_loss: 0.0311676 | Time: 1145.31 ms [2022-04-18 12:54:49 main:574] : INFO : Epoch 1630 | loss: 0.0311452 | val_loss: 0.0311696 | Time: 1149.59 ms [2022-04-18 12:54:50 main:574] : INFO : Epoch 1631 | loss: 0.0311442 | val_loss: 0.031172 | Time: 1141.68 ms [2022-04-18 12:54:51 main:574] : INFO : Epoch 1632 | loss: 0.0311425 | val_loss: 0.0311693 | Time: 1137.95 ms [2022-04-18 12:54:53 main:574] : INFO : Epoch 1633 | loss: 0.031144 | val_loss: 0.0311794 | Time: 1137.15 ms [2022-04-18 12:54:54 main:574] : INFO : Epoch 1634 | loss: 0.031146 | val_loss: 0.0311678 | Time: 1138.53 ms [2022-04-18 12:54:55 main:574] : INFO : Epoch 1635 | loss: 0.0311453 | val_loss: 0.0311716 | Time: 1141.01 ms [2022-04-18 12:54:56 main:574] : INFO : Epoch 1636 | loss: 0.0311447 | val_loss: 0.0311705 | Time: 1143.89 ms [2022-04-18 12:54:57 main:574] : INFO : Epoch 1637 | loss: 0.0311419 | val_loss: 0.0311692 | Time: 1134.39 ms [2022-04-18 12:54:58 main:574] : INFO : Epoch 1638 | loss: 0.0311428 | val_loss: 0.0311766 | Time: 1149.82 ms [2022-04-18 12:54:59 main:574] : INFO : Epoch 1639 | loss: 0.0311474 | val_loss: 0.0311684 | Time: 1136.78 ms [2022-04-18 12:55:01 main:574] : INFO : Epoch 1640 | loss: 0.0311445 | val_loss: 0.0311717 | Time: 1145.34 ms [2022-04-18 12:55:02 main:574] : INFO : Epoch 1641 | loss: 0.0311448 | val_loss: 0.0311694 | Time: 1147.37 ms [2022-04-18 12:55:03 main:574] : INFO : Epoch 1642 | loss: 0.0311448 | val_loss: 0.0311727 | Time: 1137.23 ms [2022-04-18 12:55:04 main:574] : INFO : Epoch 1643 | loss: 0.0311463 | val_loss: 0.0311684 | Time: 1143.21 ms [2022-04-18 12:55:05 main:574] : INFO : Epoch 1644 | loss: 0.0311456 | val_loss: 0.0311711 | Time: 1130.39 ms [2022-04-18 12:55:06 main:574] : INFO : Epoch 1645 | loss: 0.0311467 | val_loss: 0.0311663 | Time: 1144.23 ms [2022-04-18 12:55:07 main:574] : INFO : Epoch 1646 | loss: 0.0311452 | val_loss: 0.0311677 | Time: 1144.75 ms [2022-04-18 12:55:09 main:574] : INFO : Epoch 1647 | loss: 0.0311454 | val_loss: 0.0311699 | Time: 1145.97 ms [2022-04-18 12:55:10 main:574] : INFO : Epoch 1648 | loss: 0.0311495 | val_loss: 0.0311685 | Time: 1146.17 ms [2022-04-18 12:55:11 main:574] : INFO : Epoch 1649 | loss: 0.0311503 | val_loss: 0.03117 | Time: 1129.06 ms [2022-04-18 12:55:12 main:574] : INFO : Epoch 1650 | loss: 0.0311494 | val_loss: 0.0311687 | Time: 1152.16 ms [2022-04-18 12:55:13 main:574] : INFO : Epoch 1651 | loss: 0.0311476 | val_loss: 0.031168 | Time: 1150.33 ms [2022-04-18 12:55:14 main:574] : INFO : Epoch 1652 | loss: 0.0311461 | val_loss: 0.031169 | Time: 1153.3 ms [2022-04-18 12:55:16 main:574] : INFO : Epoch 1653 | loss: 0.0311474 | val_loss: 0.0311693 | Time: 1147.6 ms [2022-04-18 12:55:17 main:574] : INFO : Epoch 1654 | loss: 0.0311458 | val_loss: 0.0311697 | Time: 1135.32 ms [2022-04-18 12:55:18 main:574] : INFO : Epoch 1655 | loss: 0.031146 | val_loss: 0.0311696 | Time: 1128.76 ms [2022-04-18 12:55:19 main:574] : INFO : Epoch 1656 | loss: 0.0311452 | val_loss: 0.0311671 | Time: 1141.17 ms [2022-04-18 12:55:20 main:574] : INFO : Epoch 1657 | loss: 0.0311455 | val_loss: 0.0311701 | Time: 1147.55 ms [2022-04-18 12:55:21 main:574] : INFO : Epoch 1658 | loss: 0.031146 | val_loss: 0.0311687 | Time: 1142.78 ms [2022-04-18 12:55:22 main:574] : INFO : Epoch 1659 | loss: 0.0311501 | val_loss: 0.0311683 | Time: 1149.92 ms [2022-04-18 12:55:24 main:574] : INFO : Epoch 1660 | loss: 0.031153 | val_loss: 0.0311716 | Time: 1130.28 ms [2022-04-18 12:55:25 main:574] : INFO : Epoch 1661 | loss: 0.0311544 | val_loss: 0.03117 | Time: 1140.56 ms [2022-04-18 12:55:26 main:574] : INFO : Epoch 1662 | loss: 0.0311725 | val_loss: 0.0312576 | Time: 1156.7 ms [2022-04-18 12:55:27 main:574] : INFO : Epoch 1663 | loss: 0.0331981 | val_loss: 0.0330219 | Time: 1150.56 ms [2022-04-18 12:55:28 main:574] : INFO : Epoch 1664 | loss: 0.0359739 | val_loss: 0.0314393 | Time: 1142.79 ms [2022-04-18 12:55:29 main:574] : INFO : Epoch 1665 | loss: 0.031617 | val_loss: 0.0313563 | Time: 1141.32 ms [2022-04-18 12:55:30 main:574] : INFO : Epoch 1666 | loss: 0.0312719 | val_loss: 0.03122 | Time: 1137.05 ms [2022-04-18 12:55:32 main:574] : INFO : Epoch 1667 | loss: 0.0312076 | val_loss: 0.0311964 | Time: 1135.01 ms [2022-04-18 12:55:33 main:574] : INFO : Epoch 1668 | loss: 0.0311939 | val_loss: 0.031189 | Time: 1142.82 ms [2022-04-18 12:55:34 main:574] : INFO : Epoch 1669 | loss: 0.0311898 | val_loss: 0.0311866 | Time: 1156.18 ms [2022-04-18 12:55:35 main:574] : INFO : Epoch 1670 | loss: 0.0311873 | val_loss: 0.0311855 | Time: 1156.62 ms [2022-04-18 12:55:36 main:574] : INFO : Epoch 1671 | loss: 0.0311861 | val_loss: 0.0311852 | Time: 1146.98 ms [2022-04-18 12:55:37 main:574] : INFO : Epoch 1672 | loss: 0.0311854 | val_loss: 0.0311843 | Time: 1151.49 ms [2022-04-18 12:55:39 main:574] : INFO : Epoch 1673 | loss: 0.0311849 | val_loss: 0.0311838 | Time: 1150.08 ms [2022-04-18 12:55:40 main:574] : INFO : Epoch 1674 | loss: 0.0311843 | val_loss: 0.031183 | Time: 1157.08 ms [2022-04-18 12:55:41 main:574] : INFO : Epoch 1675 | loss: 0.0311834 | val_loss: 0.0311827 | Time: 1142.42 ms [2022-04-18 12:55:42 main:574] : INFO : Epoch 1676 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 1143.96 ms [2022-04-18 12:55:43 main:574] : INFO : Epoch 1677 | loss: 0.0311823 | val_loss: 0.0311802 | Time: 1156.85 ms [2022-04-18 12:55:44 main:574] : INFO : Epoch 1678 | loss: 0.0311799 | val_loss: 0.0311784 | Time: 1164.19 ms [2022-04-18 12:55:46 main:574] : INFO : Epoch 1679 | loss: 0.0311785 | val_loss: 0.0311786 | Time: 1144.91 ms [2022-04-18 12:55:47 main:574] : INFO : Epoch 1680 | loss: 0.0311773 | val_loss: 0.0311775 | Time: 1140.86 ms [2022-04-18 12:55:48 main:574] : INFO : Epoch 1681 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 1144.66 ms [2022-04-18 12:55:49 main:574] : INFO : Epoch 1682 | loss: 0.0311762 | val_loss: 0.0311783 | Time: 1135.36 ms [2022-04-18 12:55:50 main:574] : INFO : Epoch 1683 | loss: 0.0311757 | val_loss: 0.0311774 | Time: 1148.84 ms [2022-04-18 12:55:51 main:574] : INFO : Epoch 1684 | loss: 0.031175 | val_loss: 0.031177 | Time: 1141.48 ms [2022-04-18 12:55:52 main:574] : INFO : Epoch 1685 | loss: 0.0311754 | val_loss: 0.0311775 | Time: 1148.34 ms [2022-04-18 12:55:54 main:574] : INFO : Epoch 1686 | loss: 0.0311751 | val_loss: 0.0311777 | Time: 1154.91 ms [2022-04-18 12:55:55 main:574] : INFO : Epoch 1687 | loss: 0.0311744 | val_loss: 0.0311765 | Time: 1140.86 ms [2022-04-18 12:55:56 main:574] : INFO : Epoch 1688 | loss: 0.031174 | val_loss: 0.0311769 | Time: 1133 ms [2022-04-18 12:55:57 main:574] : INFO : Epoch 1689 | loss: 0.0311739 | val_loss: 0.0311771 | Time: 1144.29 ms [2022-04-18 12:55:58 main:574] : INFO : Epoch 1690 | loss: 0.0311736 | val_loss: 0.0311762 | Time: 1133.84 ms [2022-04-18 12:55:59 main:574] : INFO : Epoch 1691 | loss: 0.0311734 | val_loss: 0.0311772 | Time: 1142.88 ms [2022-04-18 12:56:00 main:574] : INFO : Epoch 1692 | loss: 0.0311735 | val_loss: 0.0311764 | Time: 1144.9 ms [2022-04-18 12:56:02 main:574] : INFO : Epoch 1693 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 1136.81 ms [2022-04-18 12:56:03 main:574] : INFO : Epoch 1694 | loss: 0.0311729 | val_loss: 0.0311769 | Time: 1144.22 ms [2022-04-18 12:56:04 main:574] : INFO : Epoch 1695 | loss: 0.031173 | val_loss: 0.0311769 | Time: 1143.42 ms [2022-04-18 12:56:05 main:574] : INFO : Epoch 1696 | loss: 0.0311727 | val_loss: 0.0311767 | Time: 1145.91 ms [2022-04-18 12:56:06 main:574] : INFO : Epoch 1697 | loss: 0.0311719 | val_loss: 0.0311763 | Time: 1136.46 ms [2022-04-18 12:56:07 main:574] : INFO : Epoch 1698 | loss: 0.0311718 | val_loss: 0.0311753 | Time: 1141.92 ms [2022-04-18 12:56:08 main:574] : INFO : Epoch 1699 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 1128.96 ms [2022-04-18 12:56:10 main:574] : INFO : Epoch 1700 | loss: 0.0311697 | val_loss: 0.0311745 | Time: 1148.73 ms [2022-04-18 12:56:11 main:574] : INFO : Epoch 1701 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 1139.86 ms [2022-04-18 12:56:12 main:574] : INFO : Epoch 1702 | loss: 0.0311681 | val_loss: 0.0311727 | Time: 1142.94 ms [2022-04-18 12:56:13 main:574] : INFO : Epoch 1703 | loss: 0.0311678 | val_loss: 0.0311719 | Time: 1144.26 ms [2022-04-18 12:56:14 main:574] : INFO : Epoch 1704 | loss: 0.0311677 | val_loss: 0.031173 | Time: 1135.38 ms [2022-04-18 12:56:15 main:574] : INFO : Epoch 1705 | loss: 0.0311675 | val_loss: 0.0311722 | Time: 1137.71 ms [2022-04-18 12:56:16 main:574] : INFO : Epoch 1706 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 1131.14 ms [2022-04-18 12:56:18 main:574] : INFO : Epoch 1707 | loss: 0.0311661 | val_loss: 0.0311719 | Time: 1143.01 ms [2022-04-18 12:56:19 main:574] : INFO : Epoch 1708 | loss: 0.0311662 | val_loss: 0.0311725 | Time: 1140.08 ms [2022-04-18 12:56:20 main:574] : INFO : Epoch 1709 | loss: 0.0311657 | val_loss: 0.0311727 | Time: 1139.08 ms [2022-04-18 12:56:21 main:574] : INFO : Epoch 1710 | loss: 0.0311677 | val_loss: 0.0311704 | Time: 1144.02 ms [2022-04-18 12:56:22 main:574] : INFO : Epoch 1711 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 1134.57 ms [2022-04-18 12:56:23 main:574] : INFO : Epoch 1712 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 1147.7 ms [2022-04-18 12:56:25 main:574] : INFO : Epoch 1713 | loss: 0.0311645 | val_loss: 0.0311706 | Time: 1142.89 ms [2022-04-18 12:56:26 main:574] : INFO : Epoch 1714 | loss: 0.0311638 | val_loss: 0.0311708 | Time: 1149.09 ms [2022-04-18 12:56:27 main:574] : INFO : Epoch 1715 | loss: 0.0311635 | val_loss: 0.0311696 | Time: 1142.06 ms [2022-04-18 12:56:28 main:574] : INFO : Epoch 1716 | loss: 0.031163 | val_loss: 0.0311698 | Time: 1150.46 ms [2022-04-18 12:56:29 main:574] : INFO : Epoch 1717 | loss: 0.031164 | val_loss: 0.031171 | Time: 1138.53 ms [2022-04-18 12:56:30 main:574] : INFO : Epoch 1718 | loss: 0.0311637 | val_loss: 0.0311686 | Time: 1143.55 ms [2022-04-18 12:56:31 main:574] : INFO : Epoch 1719 | loss: 0.0311633 | val_loss: 0.0311689 | Time: 1148.5 ms [2022-04-18 12:56:33 main:574] : INFO : Epoch 1720 | loss: 0.0311629 | val_loss: 0.0311684 | Time: 1144.07 ms [2022-04-18 12:56:34 main:574] : INFO : Epoch 1721 | loss: 0.0311618 | val_loss: 0.0311699 | Time: 1156.49 ms [2022-04-18 12:56:35 main:574] : INFO : Epoch 1722 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 1144.93 ms [2022-04-18 12:56:36 main:574] : INFO : Epoch 1723 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 1161.58 ms [2022-04-18 12:56:37 main:574] : INFO : Epoch 1724 | loss: 0.0311599 | val_loss: 0.0311707 | Time: 1134.63 ms [2022-04-18 12:56:38 main:574] : INFO : Epoch 1725 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 1141.85 ms [2022-04-18 12:56:39 main:574] : INFO : Epoch 1726 | loss: 0.03116 | val_loss: 0.0311681 | Time: 1140.02 ms [2022-04-18 12:56:41 main:574] : INFO : Epoch 1727 | loss: 0.0311572 | val_loss: 0.0311666 | Time: 1150.51 ms [2022-04-18 12:56:42 main:574] : INFO : Epoch 1728 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 1135.01 ms [2022-04-18 12:56:43 main:574] : INFO : Epoch 1729 | loss: 0.0311548 | val_loss: 0.0311684 | Time: 1138.92 ms [2022-04-18 12:56:44 main:574] : INFO : Epoch 1730 | loss: 0.031154 | val_loss: 0.0311667 | Time: 1150.09 ms [2022-04-18 12:56:45 main:574] : INFO : Epoch 1731 | loss: 0.0311533 | val_loss: 0.0311678 | Time: 1147.04 ms [2022-04-18 12:56:46 main:574] : INFO : Epoch 1732 | loss: 0.0311535 | val_loss: 0.0311672 | Time: 1147.97 ms [2022-04-18 12:56:48 main:574] : INFO : Epoch 1733 | loss: 0.0311553 | val_loss: 0.031166 | Time: 1151.57 ms [2022-04-18 12:56:49 main:574] : INFO : Epoch 1734 | loss: 0.0311538 | val_loss: 0.0311664 | Time: 1142.59 ms [2022-04-18 12:56:50 main:574] : INFO : Epoch 1735 | loss: 0.0311521 | val_loss: 0.031166 | Time: 1152.31 ms [2022-04-18 12:56:51 main:574] : INFO : Epoch 1736 | loss: 0.0311512 | val_loss: 0.031166 | Time: 1143.53 ms [2022-04-18 12:56:52 main:574] : INFO : Epoch 1737 | loss: 0.0311508 | val_loss: 0.031166 | Time: 1146.81 ms [2022-04-18 12:56:53 main:574] : INFO : Epoch 1738 | loss: 0.03115 | val_loss: 0.0311684 | Time: 1144.44 ms [2022-04-18 12:56:54 main:574] : INFO : Epoch 1739 | loss: 0.0311517 | val_loss: 0.0311652 | Time: 1156.33 ms [2022-04-18 12:56:56 main:574] : INFO : Epoch 1740 | loss: 0.0311502 | val_loss: 0.0311661 | Time: 1138.09 ms [2022-04-18 12:56:57 main:574] : INFO : Epoch 1741 | loss: 0.0311502 | val_loss: 0.0311673 | Time: 1138.8 ms [2022-04-18 12:56:58 main:574] : INFO : Epoch 1742 | loss: 0.0311498 | val_loss: 0.0311647 | Time: 1142.82 ms [2022-04-18 12:56:59 main:574] : INFO : Epoch 1743 | loss: 0.0311501 | val_loss: 0.0311674 | Time: 1134.07 ms [2022-04-18 12:57:00 main:574] : INFO : Epoch 1744 | loss: 0.0311512 | val_loss: 0.0311672 | Time: 1141.07 ms [2022-04-18 12:57:01 main:574] : INFO : Epoch 1745 | loss: 0.0311501 | val_loss: 0.0311688 | Time: 1144.09 ms [2022-04-18 12:57:02 main:574] : INFO : Epoch 1746 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 1134.61 ms [2022-04-18 12:57:04 main:574] : INFO : Epoch 1747 | loss: 0.0311493 | val_loss: 0.031167 | Time: 1137.35 ms [2022-04-18 12:57:05 main:574] : INFO : Epoch 1748 | loss: 0.03115 | val_loss: 0.0311674 | Time: 1156.49 ms [2022-04-18 12:57:06 main:574] : INFO : Epoch 1749 | loss: 0.0311499 | val_loss: 0.0311642 | Time: 1143.87 ms [2022-04-18 12:57:07 main:574] : INFO : Epoch 1750 | loss: 0.0311485 | val_loss: 0.0311657 | Time: 1133.34 ms [2022-04-18 12:57:08 main:574] : INFO : Epoch 1751 | loss: 0.0311483 | val_loss: 0.0311658 | Time: 1144.71 ms [2022-04-18 12:57:09 main:574] : INFO : Epoch 1752 | loss: 0.0311477 | val_loss: 0.0311655 | Time: 1149.72 ms [2022-04-18 12:57:11 main:574] : INFO : Epoch 1753 | loss: 0.0311485 | val_loss: 0.0311667 | Time: 1140.05 ms [2022-04-18 12:57:12 main:574] : INFO : Epoch 1754 | loss: 0.031149 | val_loss: 0.0311641 | Time: 1140.57 ms [2022-04-18 12:57:13 main:574] : INFO : Epoch 1755 | loss: 0.0311497 | val_loss: 0.0311662 | Time: 1140.6 ms [2022-04-18 12:57:14 main:574] : INFO : Epoch 1756 | loss: 0.0311494 | val_loss: 0.0311707 | Time: 1153.99 ms [2022-04-18 12:57:15 main:574] : INFO : Epoch 1757 | loss: 0.0311532 | val_loss: 0.0311687 | Time: 1137.92 ms [2022-04-18 12:57:16 main:574] : INFO : Epoch 1758 | loss: 0.0311535 | val_loss: 0.0311691 | Time: 1136.07 ms [2022-04-18 12:57:17 main:574] : INFO : Epoch 1759 | loss: 0.031154 | val_loss: 0.0311706 | Time: 1141.42 ms [2022-04-18 12:57:19 main:574] : INFO : Epoch 1760 | loss: 0.0311544 | val_loss: 0.0311687 | Time: 1127.85 ms [2022-04-18 12:57:20 main:574] : INFO : Epoch 1761 | loss: 0.0311523 | val_loss: 0.0311701 | Time: 1150.38 ms [2022-04-18 12:57:21 main:574] : INFO : Epoch 1762 | loss: 0.0311514 | val_loss: 0.0311695 | Time: 1139.7 ms [2022-04-18 12:57:22 main:574] : INFO : Epoch 1763 | loss: 0.0311502 | val_loss: 0.0311697 | Time: 1150.49 ms [2022-04-18 12:57:23 main:574] : INFO : Epoch 1764 | loss: 0.0311496 | val_loss: 0.0311709 | Time: 1152.31 ms [2022-04-18 12:57:24 main:574] : INFO : Epoch 1765 | loss: 0.0311528 | val_loss: 0.0311662 | Time: 1131.93 ms [2022-04-18 12:57:25 main:574] : INFO : Epoch 1766 | loss: 0.0311544 | val_loss: 0.0311678 | Time: 1152.48 ms [2022-04-18 12:57:27 main:574] : INFO : Epoch 1767 | loss: 0.0311539 | val_loss: 0.0311694 | Time: 1148.46 ms [2022-04-18 12:57:28 main:574] : INFO : Epoch 1768 | loss: 0.0311532 | val_loss: 0.0311652 | Time: 1143.69 ms [2022-04-18 12:57:29 main:574] : INFO : Epoch 1769 | loss: 0.0311518 | val_loss: 0.0311627 | Time: 1141.42 ms [2022-04-18 12:57:30 main:574] : INFO : Epoch 1770 | loss: 0.031154 | val_loss: 0.0311666 | Time: 1148.74 ms [2022-04-18 12:57:31 main:574] : INFO : Epoch 1771 | loss: 0.0311524 | val_loss: 0.0311648 | Time: 1140.95 ms [2022-04-18 12:57:32 main:574] : INFO : Epoch 1772 | loss: 0.0311526 | val_loss: 0.0311684 | Time: 1142.94 ms [2022-04-18 12:57:34 main:574] : INFO : Epoch 1773 | loss: 0.0311516 | val_loss: 0.0311658 | Time: 1149.63 ms [2022-04-18 12:57:35 main:574] : INFO : Epoch 1774 | loss: 0.0311506 | val_loss: 0.0311659 | Time: 1154.82 ms [2022-04-18 12:57:36 main:574] : INFO : Epoch 1775 | loss: 0.0311508 | val_loss: 0.0311658 | Time: 1144.03 ms [2022-04-18 12:57:37 main:574] : INFO : Epoch 1776 | loss: 0.0311511 | val_loss: 0.0311708 | Time: 1156.98 ms [2022-04-18 12:57:38 main:574] : INFO : Epoch 1777 | loss: 0.0311527 | val_loss: 0.0311696 | Time: 1132.48 ms [2022-04-18 12:57:39 main:574] : INFO : Epoch 1778 | loss: 0.0311526 | val_loss: 0.0311672 | Time: 1146.47 ms [2022-04-18 12:57:40 main:574] : INFO : Epoch 1779 | loss: 0.0311517 | val_loss: 0.031169 | Time: 1143.13 ms [2022-04-18 12:57:42 main:574] : INFO : Epoch 1780 | loss: 0.0311533 | val_loss: 0.0311694 | Time: 1146.93 ms [2022-04-18 12:57:43 main:574] : INFO : Epoch 1781 | loss: 0.0311574 | val_loss: 0.0311678 | Time: 1141.63 ms [2022-04-18 12:57:44 main:574] : INFO : Epoch 1782 | loss: 0.0311552 | val_loss: 0.0311656 | Time: 1138.29 ms [2022-04-18 12:57:45 main:574] : INFO : Epoch 1783 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 1157.54 ms [2022-04-18 12:57:46 main:574] : INFO : Epoch 1784 | loss: 0.0311534 | val_loss: 0.0311667 | Time: 1141.63 ms [2022-04-18 12:57:47 main:574] : INFO : Epoch 1785 | loss: 0.0311508 | val_loss: 0.0311664 | Time: 1149.99 ms [2022-04-18 12:57:48 main:574] : INFO : Epoch 1786 | loss: 0.031151 | val_loss: 0.0311668 | Time: 1133.12 ms [2022-04-18 12:57:50 main:574] : INFO : Epoch 1787 | loss: 0.0311511 | val_loss: 0.0311673 | Time: 1156.91 ms [2022-04-18 12:57:51 main:574] : INFO : Epoch 1788 | loss: 0.0311508 | val_loss: 0.0311698 | Time: 1138.97 ms [2022-04-18 12:57:52 main:574] : INFO : Epoch 1789 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 1141.31 ms [2022-04-18 12:57:53 main:574] : INFO : Epoch 1790 | loss: 0.0311547 | val_loss: 0.0311649 | Time: 1137.55 ms [2022-04-18 12:57:54 main:574] : INFO : Epoch 1791 | loss: 0.0311532 | val_loss: 0.0311668 | Time: 1133.71 ms [2022-04-18 12:57:55 main:574] : INFO : Epoch 1792 | loss: 0.031152 | val_loss: 0.0311684 | Time: 1142.08 ms [2022-04-18 12:57:57 main:574] : INFO : Epoch 1793 | loss: 0.0311512 | val_loss: 0.0311669 | Time: 1137.77 ms [2022-04-18 12:57:58 main:574] : INFO : Epoch 1794 | loss: 0.0311506 | val_loss: 0.0311672 | Time: 1143.09 ms [2022-04-18 12:57:59 main:574] : INFO : Epoch 1795 | loss: 0.0311541 | val_loss: 0.0311672 | Time: 1143.31 ms [2022-04-18 12:58:00 main:574] : INFO : Epoch 1796 | loss: 0.0311583 | val_loss: 0.031167 | Time: 1152.78 ms [2022-04-18 12:58:01 main:574] : INFO : Epoch 1797 | loss: 0.0311571 | val_loss: 0.0311687 | Time: 1149.21 ms [2022-04-18 12:58:02 main:574] : INFO : Epoch 1798 | loss: 0.0311583 | val_loss: 0.0311702 | Time: 1135.91 ms [2022-04-18 12:58:03 main:574] : INFO : Epoch 1799 | loss: 0.0311625 | val_loss: 0.0311704 | Time: 1135.72 ms [2022-04-18 12:58:05 main:574] : INFO : Epoch 1800 | loss: 0.0311657 | val_loss: 0.0311724 | Time: 1144.22 ms [2022-04-18 12:58:06 main:574] : INFO : Epoch 1801 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 1139.17 ms [2022-04-18 12:58:07 main:574] : INFO : Epoch 1802 | loss: 0.0311752 | val_loss: 0.0311844 | Time: 1142.67 ms [2022-04-18 12:58:08 main:574] : INFO : Epoch 1803 | loss: 0.0311822 | val_loss: 0.0311864 | Time: 1148.91 ms [2022-04-18 12:58:09 main:574] : INFO : Epoch 1804 | loss: 0.0311837 | val_loss: 0.0311827 | Time: 1148.53 ms [2022-04-18 12:58:10 main:574] : INFO : Epoch 1805 | loss: 0.0311792 | val_loss: 0.0311778 | Time: 1145.26 ms [2022-04-18 12:58:11 main:574] : INFO : Epoch 1806 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 1145.05 ms [2022-04-18 12:58:13 main:574] : INFO : Epoch 1807 | loss: 0.0311721 | val_loss: 0.0311733 | Time: 1132.9 ms [2022-04-18 12:58:14 main:574] : INFO : Epoch 1808 | loss: 0.0311722 | val_loss: 0.0311736 | Time: 1138.96 ms [2022-04-18 12:58:15 main:574] : INFO : Epoch 1809 | loss: 0.031172 | val_loss: 0.0311758 | Time: 1148.7 ms [2022-04-18 12:58:16 main:574] : INFO : Epoch 1810 | loss: 0.0311715 | val_loss: 0.0311734 | Time: 1156.55 ms [2022-04-18 12:58:17 main:574] : INFO : Epoch 1811 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 1144.04 ms [2022-04-18 12:58:18 main:574] : INFO : Epoch 1812 | loss: 0.0311699 | val_loss: 0.0311732 | Time: 1127.16 ms [2022-04-18 12:58:19 main:574] : INFO : Epoch 1813 | loss: 0.0311685 | val_loss: 0.0311729 | Time: 1140.86 ms [2022-04-18 12:58:21 main:574] : INFO : Epoch 1814 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 1143.58 ms [2022-04-18 12:58:22 main:574] : INFO : Epoch 1815 | loss: 0.031167 | val_loss: 0.0311733 | Time: 1136.56 ms [2022-04-18 12:58:23 main:574] : INFO : Epoch 1816 | loss: 0.0311678 | val_loss: 0.0311712 | Time: 1146.8 ms [2022-04-18 12:58:24 main:574] : INFO : Epoch 1817 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 1144.88 ms [2022-04-18 12:58:25 main:574] : INFO : Epoch 1818 | loss: 0.0311665 | val_loss: 0.0311726 | Time: 1125.29 ms [2022-04-18 12:58:26 main:574] : INFO : Epoch 1819 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 1139.25 ms [2022-04-18 12:58:27 main:574] : INFO : Epoch 1820 | loss: 0.0311663 | val_loss: 0.0311714 | Time: 1143.15 ms [2022-04-18 12:58:29 main:574] : INFO : Epoch 1821 | loss: 0.0311672 | val_loss: 0.0311704 | Time: 1136.19 ms [2022-04-18 12:58:30 main:574] : INFO : Epoch 1822 | loss: 0.031166 | val_loss: 0.0311699 | Time: 1142.89 ms [2022-04-18 12:58:31 main:574] : INFO : Epoch 1823 | loss: 0.0311655 | val_loss: 0.0311716 | Time: 1138.88 ms [2022-04-18 12:58:32 main:574] : INFO : Epoch 1824 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 1147.53 ms [2022-04-18 12:58:33 main:574] : INFO : Epoch 1825 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 1155.32 ms [2022-04-18 12:58:34 main:574] : INFO : Epoch 1826 | loss: 0.0311637 | val_loss: 0.0311713 | Time: 1138.76 ms [2022-04-18 12:58:36 main:574] : INFO : Epoch 1827 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 1132.96 ms [2022-04-18 12:58:37 main:574] : INFO : Epoch 1828 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 1144.8 ms [2022-04-18 12:58:38 main:574] : INFO : Epoch 1829 | loss: 0.0311641 | val_loss: 0.0311708 | Time: 1139.89 ms [2022-04-18 12:58:39 main:574] : INFO : Epoch 1830 | loss: 0.0311649 | val_loss: 0.0311732 | Time: 1133.89 ms [2022-04-18 12:58:40 main:574] : INFO : Epoch 1831 | loss: 0.031166 | val_loss: 0.0311733 | Time: 1135.31 ms [2022-04-18 12:58:41 main:574] : INFO : Epoch 1832 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 1146.72 ms [2022-04-18 12:58:42 main:574] : INFO : Epoch 1833 | loss: 0.0311654 | val_loss: 0.0311736 | Time: 1138.63 ms [2022-04-18 12:58:44 main:574] : INFO : Epoch 1834 | loss: 0.0311659 | val_loss: 0.0311742 | Time: 1124.73 ms [2022-04-18 12:58:45 main:574] : INFO : Epoch 1835 | loss: 0.0311648 | val_loss: 0.0311724 | Time: 1139.65 ms [2022-04-18 12:58:46 main:574] : INFO : Epoch 1836 | loss: 0.0311633 | val_loss: 0.0311727 | Time: 1133.61 ms [2022-04-18 12:58:47 main:574] : INFO : Epoch 1837 | loss: 0.0311625 | val_loss: 0.0311715 | Time: 1141.73 ms [2022-04-18 12:58:48 main:574] : INFO : Epoch 1838 | loss: 0.0311619 | val_loss: 0.0311712 | Time: 1143.78 ms [2022-04-18 12:58:49 main:574] : INFO : Epoch 1839 | loss: 0.0311618 | val_loss: 0.031171 | Time: 1142.73 ms [2022-04-18 12:58:50 main:574] : INFO : Epoch 1840 | loss: 0.0311609 | val_loss: 0.0311727 | Time: 1134.39 ms [2022-04-18 12:58:52 main:574] : INFO : Epoch 1841 | loss: 0.0311602 | val_loss: 0.031171 | Time: 1146.44 ms [2022-04-18 12:58:53 main:574] : INFO : Epoch 1842 | loss: 0.0311628 | val_loss: 0.0311742 | Time: 1135.03 ms [2022-04-18 12:58:54 main:574] : INFO : Epoch 1843 | loss: 0.0311671 | val_loss: 0.0311738 | Time: 1141.93 ms [2022-04-18 12:58:55 main:574] : INFO : Epoch 1844 | loss: 0.0311647 | val_loss: 0.0311738 | Time: 1152.81 ms [2022-04-18 12:58:56 main:574] : INFO : Epoch 1845 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 1150.33 ms [2022-04-18 12:58:57 main:574] : INFO : Epoch 1846 | loss: 0.0311625 | val_loss: 0.03117 | Time: 1144.6 ms [2022-04-18 12:58:58 main:574] : INFO : Epoch 1847 | loss: 0.0311627 | val_loss: 0.0311702 | Time: 1137.14 ms [2022-04-18 12:59:00 main:574] : INFO : Epoch 1848 | loss: 0.0311636 | val_loss: 0.0311699 | Time: 1142.96 ms [2022-04-18 12:59:01 main:574] : INFO : Epoch 1849 | loss: 0.0311625 | val_loss: 0.0311706 | Time: 1138.14 ms [2022-04-18 12:59:02 main:574] : INFO : Epoch 1850 | loss: 0.0311608 | val_loss: 0.0311706 | Time: 1144.31 ms [2022-04-18 12:59:03 main:574] : INFO : Epoch 1851 | loss: 0.0311605 | val_loss: 0.0311717 | Time: 1145.88 ms [2022-04-18 12:59:04 main:574] : INFO : Epoch 1852 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 1144.57 ms [2022-04-18 12:59:05 main:574] : INFO : Epoch 1853 | loss: 0.0311595 | val_loss: 0.031171 | Time: 1142.94 ms [2022-04-18 12:59:07 main:574] : INFO : Epoch 1854 | loss: 0.0311585 | val_loss: 0.0311709 | Time: 1162.7 ms [2022-04-18 12:59:08 main:574] : INFO : Epoch 1855 | loss: 0.0311591 | val_loss: 0.0311708 | Time: 1136.7 ms [2022-04-18 12:59:09 main:574] : INFO : Epoch 1856 | loss: 0.0311587 | val_loss: 0.0311708 | Time: 1145.46 ms [2022-04-18 12:59:10 main:574] : INFO : Epoch 1857 | loss: 0.0311592 | val_loss: 0.0311709 | Time: 1139 ms [2022-04-18 12:59:11 main:574] : INFO : Epoch 1858 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 1144.18 ms [2022-04-18 12:59:12 main:574] : INFO : Epoch 1859 | loss: 0.0311613 | val_loss: 0.0311695 | Time: 1138.44 ms [2022-04-18 12:59:13 main:574] : INFO : Epoch 1860 | loss: 0.0311602 | val_loss: 0.0311717 | Time: 1132.21 ms [2022-04-18 12:59:15 main:574] : INFO : Epoch 1861 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 1136.32 ms [2022-04-18 12:59:16 main:574] : INFO : Epoch 1862 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 1137.12 ms [2022-04-18 12:59:17 main:574] : INFO : Epoch 1863 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 1143.73 ms [2022-04-18 12:59:18 main:574] : INFO : Epoch 1864 | loss: 0.0311588 | val_loss: 0.0311705 | Time: 1141.39 ms [2022-04-18 12:59:19 main:574] : INFO : Epoch 1865 | loss: 0.0311599 | val_loss: 0.0311711 | Time: 1147.91 ms [2022-04-18 12:59:20 main:574] : INFO : Epoch 1866 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 1133.91 ms [2022-04-18 12:59:21 main:574] : INFO : Epoch 1867 | loss: 0.0311587 | val_loss: 0.0311724 | Time: 1143.57 ms [2022-04-18 12:59:23 main:574] : INFO : Epoch 1868 | loss: 0.0311631 | val_loss: 0.0311733 | Time: 1149.82 ms [2022-04-18 12:59:24 main:574] : INFO : Epoch 1869 | loss: 0.0311687 | val_loss: 0.0311721 | Time: 1145.98 ms [2022-04-18 12:59:25 main:574] : INFO : Epoch 1870 | loss: 0.0311659 | val_loss: 0.0311718 | Time: 1145.08 ms [2022-04-18 12:59:26 main:574] : INFO : Epoch 1871 | loss: 0.0311631 | val_loss: 0.0311692 | Time: 1134.13 ms [2022-04-18 12:59:27 main:574] : INFO : Epoch 1872 | loss: 0.0311621 | val_loss: 0.0311689 | Time: 1137.59 ms [2022-04-18 12:59:28 main:574] : INFO : Epoch 1873 | loss: 0.0311612 | val_loss: 0.0311682 | Time: 1135.71 ms [2022-04-18 12:59:29 main:574] : INFO : Epoch 1874 | loss: 0.0311632 | val_loss: 0.0311701 | Time: 1144.6 ms [2022-04-18 12:59:31 main:574] : INFO : Epoch 1875 | loss: 0.0311607 | val_loss: 0.0311681 | Time: 1136.43 ms [2022-04-18 12:59:32 main:574] : INFO : Epoch 1876 | loss: 0.0311606 | val_loss: 0.0311678 | Time: 1143.56 ms [2022-04-18 12:59:33 main:574] : INFO : Epoch 1877 | loss: 0.0311611 | val_loss: 0.0311677 | Time: 1143.73 ms [2022-04-18 12:59:34 main:574] : INFO : Epoch 1878 | loss: 0.0311648 | val_loss: 0.0311661 | Time: 1139.5 ms [2022-04-18 12:59:35 main:574] : INFO : Epoch 1879 | loss: 0.0311643 | val_loss: 0.0311653 | Time: 1136.36 ms [2022-04-18 12:59:36 main:574] : INFO : Epoch 1880 | loss: 0.0311629 | val_loss: 0.0311692 | Time: 1138.4 ms [2022-04-18 12:59:37 main:574] : INFO : Epoch 1881 | loss: 0.0311609 | val_loss: 0.0311701 | Time: 1150.44 ms [2022-04-18 12:59:39 main:574] : INFO : Epoch 1882 | loss: 0.0311591 | val_loss: 0.031165 | Time: 1140.07 ms [2022-04-18 12:59:40 main:574] : INFO : Epoch 1883 | loss: 0.031161 | val_loss: 0.0311673 | Time: 1142.36 ms [2022-04-18 12:59:41 main:574] : INFO : Epoch 1884 | loss: 0.0311616 | val_loss: 0.0311695 | Time: 1140.36 ms [2022-04-18 12:59:42 main:574] : INFO : Epoch 1885 | loss: 0.0311628 | val_loss: 0.0311676 | Time: 1137.84 ms [2022-04-18 12:59:43 main:574] : INFO : Epoch 1886 | loss: 0.0311607 | val_loss: 0.0311688 | Time: 1152.91 ms [2022-04-18 12:59:44 main:574] : INFO : Epoch 1887 | loss: 0.0311592 | val_loss: 0.0311669 | Time: 1155.93 ms [2022-04-18 12:59:46 main:574] : INFO : Epoch 1888 | loss: 0.031159 | val_loss: 0.0311675 | Time: 1142.42 ms [2022-04-18 12:59:47 main:574] : INFO : Epoch 1889 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 1138.71 ms [2022-04-18 12:59:48 main:574] : INFO : Epoch 1890 | loss: 0.0311602 | val_loss: 0.0311691 | Time: 1140.04 ms [2022-04-18 12:59:49 main:574] : INFO : Epoch 1891 | loss: 0.0311603 | val_loss: 0.0311678 | Time: 1153.76 ms [2022-04-18 12:59:50 main:574] : INFO : Epoch 1892 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 1131.54 ms [2022-04-18 12:59:51 main:574] : INFO : Epoch 1893 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 1145.22 ms [2022-04-18 13:00:03 main:574] : INFO : Epoch 1894 | loss: 0.0311577 | val_loss: 0.0311655 | Time: 11553.5 ms [2022-04-18 13:00:04 main:574] : INFO : Epoch 1895 | loss: 0.0311585 | val_loss: 0.0311666 | Time: 1135.1 ms [2022-04-18 13:00:05 main:574] : INFO : Epoch 1896 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 1142.9 ms [2022-04-18 13:00:06 main:574] : INFO : Epoch 1897 | loss: 0.0311582 | val_loss: 0.0311677 | Time: 1134.19 ms [2022-04-18 13:00:07 main:574] : INFO : Epoch 1898 | loss: 0.031159 | val_loss: 0.0311662 | Time: 1150.52 ms [2022-04-18 13:00:09 main:574] : INFO : Epoch 1899 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 1140.72 ms [2022-04-18 13:00:10 main:574] : INFO : Epoch 1900 | loss: 0.0311598 | val_loss: 0.0311671 | Time: 1141.87 ms [2022-04-18 13:00:11 main:574] : INFO : Epoch 1901 | loss: 0.0311584 | val_loss: 0.031168 | Time: 1129.54 ms [2022-04-18 13:00:12 main:574] : INFO : Epoch 1902 | loss: 0.0311578 | val_loss: 0.0311663 | Time: 1148.48 ms [2022-04-18 13:00:13 main:574] : INFO : Epoch 1903 | loss: 0.0311577 | val_loss: 0.0311689 | Time: 1143.52 ms [2022-04-18 13:00:14 main:574] : INFO : Epoch 1904 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 1152.66 ms [2022-04-18 13:00:15 main:574] : INFO : Epoch 1905 | loss: 0.031156 | val_loss: 0.0311659 | Time: 1140.94 ms [2022-04-18 13:00:17 main:574] : INFO : Epoch 1906 | loss: 0.0311553 | val_loss: 0.0311689 | Time: 1150.08 ms [2022-04-18 13:00:18 main:574] : INFO : Epoch 1907 | loss: 0.0311575 | val_loss: 0.0311701 | Time: 1156.12 ms [2022-04-18 13:00:19 main:574] : INFO : Epoch 1908 | loss: 0.031156 | val_loss: 0.0311683 | Time: 1134.69 ms [2022-04-18 13:00:20 main:574] : INFO : Epoch 1909 | loss: 0.0311627 | val_loss: 0.0311694 | Time: 1132.89 ms [2022-04-18 13:00:21 main:574] : INFO : Epoch 1910 | loss: 0.0311656 | val_loss: 0.0311687 | Time: 1141.19 ms [2022-04-18 13:00:22 main:574] : INFO : Epoch 1911 | loss: 0.0311643 | val_loss: 0.0311686 | Time: 1148.07 ms [2022-04-18 13:00:24 main:574] : INFO : Epoch 1912 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 1154.13 ms [2022-04-18 13:00:25 main:574] : INFO : Epoch 1913 | loss: 0.0311639 | val_loss: 0.031168 | Time: 1155.07 ms [2022-04-18 13:00:26 main:574] : INFO : Epoch 1914 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 1147.57 ms [2022-04-18 13:00:27 main:574] : INFO : Epoch 1915 | loss: 0.0311624 | val_loss: 0.0311685 | Time: 1148.66 ms [2022-04-18 13:00:28 main:574] : INFO : Epoch 1916 | loss: 0.0311622 | val_loss: 0.0311694 | Time: 1146.66 ms [2022-04-18 13:00:29 main:574] : INFO : Epoch 1917 | loss: 0.031161 | val_loss: 0.0311695 | Time: 1153.42 ms [2022-04-18 13:00:30 main:574] : INFO : Epoch 1918 | loss: 0.0311604 | val_loss: 0.0311696 | Time: 1146.96 ms [2022-04-18 13:00:32 main:574] : INFO : Epoch 1919 | loss: 0.0311601 | val_loss: 0.0311712 | Time: 1139.17 ms [2022-04-18 13:00:33 main:574] : INFO : Epoch 1920 | loss: 0.0311603 | val_loss: 0.0311672 | Time: 1129.87 ms [2022-04-18 13:00:34 main:574] : INFO : Epoch 1921 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 1143.85 ms [2022-04-18 13:00:35 main:574] : INFO : Epoch 1922 | loss: 0.0311594 | val_loss: 0.0311665 | Time: 1140.14 ms [2022-04-18 13:00:36 main:574] : INFO : Epoch 1923 | loss: 0.031159 | val_loss: 0.0311692 | Time: 1144.85 ms [2022-04-18 13:00:37 main:574] : INFO : Epoch 1924 | loss: 0.0311612 | val_loss: 0.0311675 | Time: 1135.41 ms [2022-04-18 13:00:38 main:574] : INFO : Epoch 1925 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 1144.08 ms [2022-04-18 13:00:40 main:574] : INFO : Epoch 1926 | loss: 0.0311592 | val_loss: 0.0311702 | Time: 1141.95 ms [2022-04-18 13:00:41 main:574] : INFO : Epoch 1927 | loss: 0.0311586 | val_loss: 0.0311689 | Time: 1143.59 ms [2022-04-18 13:00:42 main:574] : INFO : Epoch 1928 | loss: 0.0311573 | val_loss: 0.031173 | Time: 1139.2 ms [2022-04-18 13:00:43 main:574] : INFO : Epoch 1929 | loss: 0.0311575 | val_loss: 0.0311708 | Time: 1144.91 ms [2022-04-18 13:00:44 main:574] : INFO : Epoch 1930 | loss: 0.0311575 | val_loss: 0.031174 | Time: 1153.16 ms [2022-04-18 13:00:45 main:574] : INFO : Epoch 1931 | loss: 0.0311573 | val_loss: 0.0311702 | Time: 1170.26 ms [2022-04-18 13:00:47 main:574] : INFO : Epoch 1932 | loss: 0.0311564 | val_loss: 0.0311736 | Time: 1142.95 ms [2022-04-18 13:00:48 main:574] : INFO : Epoch 1933 | loss: 0.0311576 | val_loss: 0.0311743 | Time: 1145.07 ms [2022-04-18 13:00:49 main:574] : INFO : Epoch 1934 | loss: 0.0311583 | val_loss: 0.0311717 | Time: 1138.64 ms [2022-04-18 13:00:50 main:574] : INFO : Epoch 1935 | loss: 0.0311592 | val_loss: 0.0311735 | Time: 1136.04 ms [2022-04-18 13:00:51 main:574] : INFO : Epoch 1936 | loss: 0.0311573 | val_loss: 0.0311708 | Time: 1141.9 ms [2022-04-18 13:00:52 main:574] : INFO : Epoch 1937 | loss: 0.0311565 | val_loss: 0.0311708 | Time: 1151.91 ms [2022-04-18 13:00:53 main:574] : INFO : Epoch 1938 | loss: 0.0311566 | val_loss: 0.0311702 | Time: 1141.97 ms [2022-04-18 13:00:55 main:574] : INFO : Epoch 1939 | loss: 0.0311558 | val_loss: 0.0311683 | Time: 1147.79 ms [2022-04-18 13:00:56 main:574] : INFO : Epoch 1940 | loss: 0.0311553 | val_loss: 0.0311694 | Time: 1154.29 ms [2022-04-18 13:00:57 main:574] : INFO : Epoch 1941 | loss: 0.0311562 | val_loss: 0.0311685 | Time: 1133.42 ms [2022-04-18 13:00:58 main:574] : INFO : Epoch 1942 | loss: 0.0311558 | val_loss: 0.0311662 | Time: 1131.11 ms [2022-04-18 13:00:59 main:574] : INFO : Epoch 1943 | loss: 0.0311557 | val_loss: 0.0311693 | Time: 1134.54 ms [2022-04-18 13:01:00 main:574] : INFO : Epoch 1944 | loss: 0.0311547 | val_loss: 0.031169 | Time: 1146.61 ms [2022-04-18 13:01:01 main:574] : INFO : Epoch 1945 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 1136.25 ms [2022-04-18 13:01:03 main:574] : INFO : Epoch 1946 | loss: 0.0311542 | val_loss: 0.0311681 | Time: 1128.43 ms [2022-04-18 13:01:04 main:574] : INFO : Epoch 1947 | loss: 0.0311561 | val_loss: 0.0311704 | Time: 1141.23 ms [2022-04-18 13:01:05 main:574] : INFO : Epoch 1948 | loss: 0.0311592 | val_loss: 0.0311707 | Time: 1139.77 ms [2022-04-18 13:01:06 main:574] : INFO : Epoch 1949 | loss: 0.0311564 | val_loss: 0.0311687 | Time: 1134.3 ms [2022-04-18 13:01:07 main:574] : INFO : Epoch 1950 | loss: 0.0311543 | val_loss: 0.0311671 | Time: 1140.3 ms [2022-04-18 13:01:08 main:574] : INFO : Epoch 1951 | loss: 0.0311545 | val_loss: 0.0311677 | Time: 1144.5 ms [2022-04-18 13:01:09 main:574] : INFO : Epoch 1952 | loss: 0.0311597 | val_loss: 0.0311759 | Time: 1140.83 ms [2022-04-18 13:01:11 main:574] : INFO : Epoch 1953 | loss: 0.0311671 | val_loss: 0.0311745 | Time: 1137.8 ms [2022-04-18 13:01:12 main:574] : INFO : Epoch 1954 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 1134.61 ms [2022-04-18 13:01:13 main:574] : INFO : Epoch 1955 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 1138.1 ms [2022-04-18 13:01:14 main:574] : INFO : Epoch 1956 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 1147.34 ms [2022-04-18 13:01:15 main:574] : INFO : Epoch 1957 | loss: 0.031164 | val_loss: 0.0311728 | Time: 1139.98 ms [2022-04-18 13:01:16 main:574] : INFO : Epoch 1958 | loss: 0.0311636 | val_loss: 0.03117 | Time: 1155.92 ms [2022-04-18 13:01:18 main:574] : INFO : Epoch 1959 | loss: 0.0311638 | val_loss: 0.03117 | Time: 1144.28 ms [2022-04-18 13:01:19 main:574] : INFO : Epoch 1960 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 1130.17 ms [2022-04-18 13:01:20 main:574] : INFO : Epoch 1961 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 1144.06 ms [2022-04-18 13:01:21 main:574] : INFO : Epoch 1962 | loss: 0.0311649 | val_loss: 0.0311722 | Time: 1140.27 ms [2022-04-18 13:01:22 main:574] : INFO : Epoch 1963 | loss: 0.0311608 | val_loss: 0.0311709 | Time: 1139.46 ms [2022-04-18 13:01:23 main:574] : INFO : Epoch 1964 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 1135.98 ms [2022-04-18 13:01:35 main:574] : INFO : Epoch 1965 | loss: 0.0311617 | val_loss: 0.0311751 | Time: 11324.5 ms [2022-04-18 13:01:36 main:574] : INFO : Epoch 1966 | loss: 0.031167 | val_loss: 0.0311764 | Time: 1141.41 ms [2022-04-18 13:01:37 main:574] : INFO : Epoch 1967 | loss: 0.0311689 | val_loss: 0.0311817 | Time: 1142.06 ms [2022-04-18 13:01:38 main:574] : INFO : Epoch 1968 | loss: 0.0311673 | val_loss: 0.0311748 | Time: 1140.12 ms [2022-04-18 13:01:39 main:574] : INFO : Epoch 1969 | loss: 0.031165 | val_loss: 0.0311734 | Time: 1137.41 ms [2022-04-18 13:01:40 main:574] : INFO : Epoch 1970 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 1150.25 ms [2022-04-18 13:01:41 main:574] : INFO : Epoch 1971 | loss: 0.0311642 | val_loss: 0.0311738 | Time: 1141.04 ms [2022-04-18 13:01:43 main:574] : INFO : Epoch 1972 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 1138.08 ms [2022-04-18 13:01:44 main:574] : INFO : Epoch 1973 | loss: 0.0311624 | val_loss: 0.0311722 | Time: 1151.13 ms [2022-04-18 13:01:45 main:574] : INFO : Epoch 1974 | loss: 0.031161 | val_loss: 0.0311731 | Time: 1136.25 ms [2022-04-18 13:01:46 main:574] : INFO : Epoch 1975 | loss: 0.0311628 | val_loss: 0.0311754 | Time: 1149.39 ms [2022-04-18 13:01:47 main:574] : INFO : Epoch 1976 | loss: 0.0311619 | val_loss: 0.0311739 | Time: 1145.69 ms [2022-04-18 13:01:48 main:574] : INFO : Epoch 1977 | loss: 0.0311606 | val_loss: 0.0311724 | Time: 1132.46 ms [2022-04-18 13:01:50 main:574] : INFO : Epoch 1978 | loss: 0.0311606 | val_loss: 0.0311745 | Time: 1146.27 ms [2022-04-18 13:01:51 main:574] : INFO : Epoch 1979 | loss: 0.03116 | val_loss: 0.0311719 | Time: 1155.86 ms [2022-04-18 13:01:52 main:574] : INFO : Epoch 1980 | loss: 0.031161 | val_loss: 0.0311757 | Time: 1137.88 ms [2022-04-18 13:01:53 main:574] : INFO : Epoch 1981 | loss: 0.0311604 | val_loss: 0.0311748 | Time: 1149.48 ms [2022-04-18 13:01:54 main:574] : INFO : Epoch 1982 | loss: 0.03116 | val_loss: 0.0311748 | Time: 1157.95 ms [2022-04-18 13:01:55 main:574] : INFO : Epoch 1983 | loss: 0.0311593 | val_loss: 0.0311726 | Time: 1150.87 ms [2022-04-18 13:01:56 main:574] : INFO : Epoch 1984 | loss: 0.0311597 | val_loss: 0.0311749 | Time: 1138.77 ms [2022-04-18 13:01:58 main:574] : INFO : Epoch 1985 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 1165.8 ms [2022-04-18 13:01:59 main:574] : INFO : Epoch 1986 | loss: 0.0311602 | val_loss: 0.031173 | Time: 1149.92 ms [2022-04-18 13:02:00 main:574] : INFO : Epoch 1987 | loss: 0.0311586 | val_loss: 0.0311726 | Time: 1145.26 ms [2022-04-18 13:02:01 main:574] : INFO : Epoch 1988 | loss: 0.0311579 | val_loss: 0.0311739 | Time: 1147.84 ms [2022-04-18 13:02:02 main:574] : INFO : Epoch 1989 | loss: 0.0311574 | val_loss: 0.0311706 | Time: 1141.06 ms [2022-04-18 13:02:03 main:574] : INFO : Epoch 1990 | loss: 0.0311586 | val_loss: 0.0311737 | Time: 1146 ms [2022-04-18 13:02:05 main:574] : INFO : Epoch 1991 | loss: 0.0311586 | val_loss: 0.0311727 | Time: 1160.32 ms [2022-04-18 13:02:06 main:574] : INFO : Epoch 1992 | loss: 0.0311612 | val_loss: 0.0311719 | Time: 1140.1 ms [2022-04-18 13:02:07 main:574] : INFO : Epoch 1993 | loss: 0.0311599 | val_loss: 0.0311741 | Time: 1138.19 ms [2022-04-18 13:02:08 main:574] : INFO : Epoch 1994 | loss: 0.0311586 | val_loss: 0.0311711 | Time: 1137.34 ms [2022-04-18 13:02:09 main:574] : INFO : Epoch 1995 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 1161.94 ms [2022-04-18 13:02:10 main:574] : INFO : Epoch 1996 | loss: 0.0311586 | val_loss: 0.0311732 | Time: 1144.08 ms [2022-04-18 13:02:11 main:574] : INFO : Epoch 1997 | loss: 0.0311586 | val_loss: 0.0311744 | Time: 1143.37 ms [2022-04-18 13:02:13 main:574] : INFO : Epoch 1998 | loss: 0.0311588 | val_loss: 0.0311722 | Time: 1144.21 ms [2022-04-18 13:02:14 main:574] : INFO : Epoch 1999 | loss: 0.0311594 | val_loss: 0.0311747 | Time: 1155.08 ms [2022-04-18 13:02:15 main:574] : INFO : Epoch 2000 | loss: 0.0311582 | val_loss: 0.0311701 | Time: 1146.8 ms [2022-04-18 13:02:16 main:574] : INFO : Epoch 2001 | loss: 0.0311577 | val_loss: 0.0311719 | Time: 1141.2 ms [2022-04-18 13:02:17 main:574] : INFO : Epoch 2002 | loss: 0.0311586 | val_loss: 0.0311678 | Time: 1161.79 ms [2022-04-18 13:02:18 main:574] : INFO : Epoch 2003 | loss: 0.0311581 | val_loss: 0.0311716 | Time: 1147.74 ms [2022-04-18 13:02:20 main:574] : INFO : Epoch 2004 | loss: 0.0311581 | val_loss: 0.0311711 | Time: 1150.31 ms [2022-04-18 13:02:21 main:574] : INFO : Epoch 2005 | loss: 0.0311582 | val_loss: 0.0311687 | Time: 1134.62 ms [2022-04-18 13:02:22 main:574] : INFO : Epoch 2006 | loss: 0.0311576 | val_loss: 0.0311705 | Time: 1160.94 ms [2022-04-18 13:02:23 main:574] : INFO : Epoch 2007 | loss: 0.031158 | val_loss: 0.0311705 | Time: 1144.55 ms [2022-04-18 13:02:24 main:574] : INFO : Epoch 2008 | loss: 0.031157 | val_loss: 0.0311674 | Time: 1139.02 ms [2022-04-18 13:02:25 main:574] : INFO : Epoch 2009 | loss: 0.0311577 | val_loss: 0.0311679 | Time: 1150.37 ms [2022-04-18 13:02:26 main:574] : INFO : Epoch 2010 | loss: 0.0311558 | val_loss: 0.0311696 | Time: 1140.96 ms [2022-04-18 13:02:28 main:574] : INFO : Epoch 2011 | loss: 0.0311564 | val_loss: 0.0311658 | Time: 1139.1 ms [2022-04-18 13:02:29 main:574] : INFO : Epoch 2012 | loss: 0.0311573 | val_loss: 0.0311654 | Time: 1141.01 ms [2022-04-18 13:02:30 main:574] : INFO : Epoch 2013 | loss: 0.0311562 | val_loss: 0.0311682 | Time: 1153.16 ms [2022-04-18 13:02:31 main:574] : INFO : Epoch 2014 | loss: 0.031157 | val_loss: 0.0311692 | Time: 1145.68 ms [2022-04-18 13:02:32 main:574] : INFO : Epoch 2015 | loss: 0.031155 | val_loss: 0.0311689 | Time: 1156.45 ms [2022-04-18 13:02:33 main:574] : INFO : Epoch 2016 | loss: 0.0311538 | val_loss: 0.0311693 | Time: 1140.93 ms [2022-04-18 13:02:34 main:574] : INFO : Epoch 2017 | loss: 0.0311552 | val_loss: 0.0311699 | Time: 1129.16 ms [2022-04-18 13:02:36 main:574] : INFO : Epoch 2018 | loss: 0.0311534 | val_loss: 0.0311676 | Time: 1153.42 ms [2022-04-18 13:02:37 main:574] : INFO : Epoch 2019 | loss: 0.0311531 | val_loss: 0.0311714 | Time: 1147.52 ms [2022-04-18 13:02:38 main:574] : INFO : Epoch 2020 | loss: 0.0311534 | val_loss: 0.0311686 | Time: 1141.64 ms [2022-04-18 13:02:39 main:574] : INFO : Epoch 2021 | loss: 0.0311541 | val_loss: 0.0311675 | Time: 1149.13 ms [2022-04-18 13:02:40 main:574] : INFO : Epoch 2022 | loss: 0.0311553 | val_loss: 0.0311734 | Time: 1144.88 ms [2022-04-18 13:02:41 main:574] : INFO : Epoch 2023 | loss: 0.0311555 | val_loss: 0.0311678 | Time: 1141.06 ms [2022-04-18 13:02:43 main:574] : INFO : Epoch 2024 | loss: 0.0311536 | val_loss: 0.0311687 | Time: 1144.06 ms [2022-04-18 13:02:44 main:574] : INFO : Epoch 2025 | loss: 0.0311535 | val_loss: 0.0311685 | Time: 1166.68 ms [2022-04-18 13:02:55 main:574] : INFO : Epoch 2026 | loss: 0.0311534 | val_loss: 0.0311697 | Time: 11573.4 ms [2022-04-18 13:02:56 main:574] : INFO : Epoch 2027 | loss: 0.0311538 | val_loss: 0.0311674 | Time: 1137.41 ms [2022-04-18 13:02:58 main:574] : INFO : Epoch 2028 | loss: 0.0311528 | val_loss: 0.0311683 | Time: 1129.04 ms [2022-04-18 13:02:59 main:574] : INFO : Epoch 2029 | loss: 0.0311538 | val_loss: 0.0311698 | Time: 1133.53 ms [2022-04-18 13:03:00 main:574] : INFO : Epoch 2030 | loss: 0.0311537 | val_loss: 0.0311698 | Time: 1136.67 ms [2022-04-18 13:03:01 main:574] : INFO : Epoch 2031 | loss: 0.0311531 | val_loss: 0.0311704 | Time: 1144.85 ms [2022-04-18 13:03:02 main:574] : INFO : Epoch 2032 | loss: 0.0311524 | val_loss: 0.0311694 | Time: 1148.19 ms [2022-04-18 13:03:03 main:574] : INFO : Epoch 2033 | loss: 0.0311528 | val_loss: 0.0311692 | Time: 1153.42 ms [2022-04-18 13:03:04 main:574] : INFO : Epoch 2034 | loss: 0.0311518 | val_loss: 0.0311744 | Time: 1134.39 ms [2022-04-18 13:03:06 main:574] : INFO : Epoch 2035 | loss: 0.0311525 | val_loss: 0.0311746 | Time: 1146.22 ms [2022-04-18 13:03:07 main:574] : INFO : Epoch 2036 | loss: 0.0311511 | val_loss: 0.0311686 | Time: 1128.97 ms [2022-04-18 13:03:08 main:574] : INFO : Epoch 2037 | loss: 0.0311507 | val_loss: 0.0311693 | Time: 1135.16 ms [2022-04-18 13:03:09 main:574] : INFO : Epoch 2038 | loss: 0.0311516 | val_loss: 0.0311722 | Time: 1141.91 ms [2022-04-18 13:03:10 main:574] : INFO : Epoch 2039 | loss: 0.0311523 | val_loss: 0.0311736 | Time: 1148.86 ms [2022-04-18 13:03:11 main:574] : INFO : Epoch 2040 | loss: 0.0311532 | val_loss: 0.0311701 | Time: 1144.67 ms [2022-04-18 13:03:12 main:574] : INFO : Epoch 2041 | loss: 0.0311541 | val_loss: 0.0311662 | Time: 1156.68 ms [2022-04-18 13:03:14 main:574] : INFO : Epoch 2042 | loss: 0.0311537 | val_loss: 0.0311715 | Time: 1139.24 ms [2022-04-18 13:03:15 main:574] : INFO : Epoch 2043 | loss: 0.0311554 | val_loss: 0.0311684 | Time: 1151.39 ms [2022-04-18 13:03:16 main:574] : INFO : Epoch 2044 | loss: 0.0311545 | val_loss: 0.0311739 | Time: 1141.66 ms [2022-04-18 13:03:17 main:574] : INFO : Epoch 2045 | loss: 0.0311544 | val_loss: 0.0311681 | Time: 1145.89 ms [2022-04-18 13:03:18 main:574] : INFO : Epoch 2046 | loss: 0.0311524 | val_loss: 0.0311692 | Time: 1142.29 ms [2022-04-18 13:03:19 main:574] : INFO : Epoch 2047 | loss: 0.0311517 | val_loss: 0.031169 | Time: 1141.61 ms [2022-04-18 13:03:21 main:574] : INFO : Epoch 2048 | loss: 0.0311524 | val_loss: 0.0311693 | Time: 1138.01 ms [2022-04-18 13:03:21 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311693 [2022-04-18 13:03:21 main:603] : INFO : Saving end state to config to file [2022-04-18 13:03:21 main:608] : INFO : Success, exiting.. 13:03:21 (6532): 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)