Task 14623963
| Name | ParityModified-1647045966-6856-3-0_1 |
| Workunit | 11382477 |
| 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 29 sec |
| CPU time | 38 min 59 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: 0.0311534 | val_loss: 0.0311685 | Time: 1145.43 ms [2022-04-18 11:30:52 main:574] : INFO : Epoch 1543 | loss: 0.0311552 | val_loss: 0.0311684 | Time: 1148.01 ms [2022-04-18 11:30:53 main:574] : INFO : Epoch 1544 | loss: 0.0311536 | val_loss: 0.0311657 | Time: 1142.93 ms [2022-04-18 11:30:54 main:574] : INFO : Epoch 1545 | loss: 0.0311538 | val_loss: 0.0311675 | Time: 1149.55 ms [2022-04-18 11:30:55 main:574] : INFO : Epoch 1546 | loss: 0.0311532 | val_loss: 0.0311698 | Time: 1150.57 ms [2022-04-18 11:30:56 main:574] : INFO : Epoch 1547 | loss: 0.0311546 | val_loss: 0.0311703 | Time: 1151.86 ms [2022-04-18 11:30:57 main:574] : INFO : Epoch 1548 | loss: 0.031155 | val_loss: 0.031173 | Time: 1139.34 ms [2022-04-18 11:30:59 main:574] : INFO : Epoch 1549 | loss: 0.0311531 | val_loss: 0.0311662 | Time: 1143.65 ms [2022-04-18 11:31:00 main:574] : INFO : Epoch 1550 | loss: 0.031151 | val_loss: 0.0311672 | Time: 1146.33 ms [2022-04-18 11:31:01 main:574] : INFO : Epoch 1551 | loss: 0.0311515 | val_loss: 0.0311713 | Time: 1145.95 ms [2022-04-18 11:31:02 main:574] : INFO : Epoch 1552 | loss: 0.031154 | val_loss: 0.031167 | Time: 1147.21 ms [2022-04-18 11:31:03 main:574] : INFO : Epoch 1553 | loss: 0.0311536 | val_loss: 0.0311746 | Time: 1142.79 ms [2022-04-18 11:31:04 main:574] : INFO : Epoch 1554 | loss: 0.0311535 | val_loss: 0.0311696 | Time: 1144.19 ms [2022-04-18 11:31:05 main:574] : INFO : Epoch 1555 | loss: 0.0311581 | val_loss: 0.0311721 | Time: 1140.39 ms [2022-04-18 11:31:07 main:574] : INFO : Epoch 1556 | loss: 0.031158 | val_loss: 0.0311695 | Time: 1141.21 ms [2022-04-18 11:31:08 main:574] : INFO : Epoch 1557 | loss: 0.0311546 | val_loss: 0.03117 | Time: 1143.79 ms [2022-04-18 11:31:09 main:574] : INFO : Epoch 1558 | loss: 0.0311538 | val_loss: 0.0311715 | Time: 1148.72 ms [2022-04-18 11:31:10 main:574] : INFO : Epoch 1559 | loss: 0.0311547 | val_loss: 0.0311711 | Time: 1139.22 ms [2022-04-18 11:31:11 main:574] : INFO : Epoch 1560 | loss: 0.0311555 | val_loss: 0.0311712 | Time: 1153.58 ms [2022-04-18 11:31:12 main:574] : INFO : Epoch 1561 | loss: 0.0311539 | val_loss: 0.0311736 | Time: 1138.87 ms [2022-04-18 11:31:14 main:574] : INFO : Epoch 1562 | loss: 0.0311542 | val_loss: 0.0311793 | Time: 1146.8 ms [2022-04-18 11:31:15 main:574] : INFO : Epoch 1563 | loss: 0.0311581 | val_loss: 0.0311762 | Time: 1149.39 ms [2022-04-18 11:31:16 main:574] : INFO : Epoch 1564 | loss: 0.0311536 | val_loss: 0.0311709 | Time: 1144.44 ms [2022-04-18 11:31:17 main:574] : INFO : Epoch 1565 | loss: 0.0311521 | val_loss: 0.0311656 | Time: 1140.99 ms [2022-04-18 11:31:18 main:574] : INFO : Epoch 1566 | loss: 0.0311504 | val_loss: 0.0311664 | Time: 1138.49 ms [2022-04-18 11:31:19 main:574] : INFO : Epoch 1567 | loss: 0.0311511 | val_loss: 0.031176 | Time: 1141.46 ms [2022-04-18 11:31:20 main:574] : INFO : Epoch 1568 | loss: 0.0311513 | val_loss: 0.0311703 | Time: 1136.85 ms [2022-04-18 11:31:32 main:574] : INFO : Epoch 1569 | loss: 0.0311482 | val_loss: 0.0311677 | Time: 11566.9 ms [2022-04-18 11:31:33 main:574] : INFO : Epoch 1570 | loss: 0.0311472 | val_loss: 0.0311676 | Time: 1151.95 ms [2022-04-18 11:31:34 main:574] : INFO : Epoch 1571 | loss: 0.0311494 | val_loss: 0.0311666 | Time: 1143.9 ms [2022-04-18 11:31:35 main:574] : INFO : Epoch 1572 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 1139.47 ms [2022-04-18 11:31:37 main:574] : INFO : Epoch 1573 | loss: 0.0311494 | val_loss: 0.0311694 | Time: 1147.92 ms [2022-04-18 11:31:38 main:574] : INFO : Epoch 1574 | loss: 0.0311498 | val_loss: 0.0311641 | Time: 1144.31 ms [2022-04-18 11:31:39 main:574] : INFO : Epoch 1575 | loss: 0.0311497 | val_loss: 0.0311686 | Time: 1139.92 ms [2022-04-18 11:31:40 main:574] : INFO : Epoch 1576 | loss: 0.0311469 | val_loss: 0.0311668 | Time: 1147.52 ms [2022-04-18 11:31:41 main:574] : INFO : Epoch 1577 | loss: 0.0311478 | val_loss: 0.0311726 | Time: 1149.36 ms [2022-04-18 11:31:42 main:574] : INFO : Epoch 1578 | loss: 0.0311478 | val_loss: 0.0311643 | Time: 1145.74 ms [2022-04-18 11:31:43 main:574] : INFO : Epoch 1579 | loss: 0.0311458 | val_loss: 0.0311659 | Time: 1152.39 ms [2022-04-18 11:31:45 main:574] : INFO : Epoch 1580 | loss: 0.0311493 | val_loss: 0.0311852 | Time: 1145.14 ms [2022-04-18 11:31:46 main:574] : INFO : Epoch 1581 | loss: 0.0311536 | val_loss: 0.0311668 | Time: 1141.14 ms [2022-04-18 11:31:47 main:574] : INFO : Epoch 1582 | loss: 0.0311537 | val_loss: 0.0311675 | Time: 1152.33 ms [2022-04-18 11:31:48 main:574] : INFO : Epoch 1583 | loss: 0.0311497 | val_loss: 0.0311713 | Time: 1143.32 ms [2022-04-18 11:31:49 main:574] : INFO : Epoch 1584 | loss: 0.0311474 | val_loss: 0.031163 | Time: 1150.58 ms [2022-04-18 11:31:50 main:574] : INFO : Epoch 1585 | loss: 0.0311448 | val_loss: 0.0311666 | Time: 1147.09 ms [2022-04-18 11:31:51 main:574] : INFO : Epoch 1586 | loss: 0.0311526 | val_loss: 0.0311653 | Time: 1140.84 ms [2022-04-18 11:31:53 main:574] : INFO : Epoch 1587 | loss: 0.0311564 | val_loss: 0.0311718 | Time: 1148.59 ms [2022-04-18 11:31:54 main:574] : INFO : Epoch 1588 | loss: 0.0311596 | val_loss: 0.0311649 | Time: 1145.44 ms [2022-04-18 11:31:55 main:574] : INFO : Epoch 1589 | loss: 0.0311642 | val_loss: 0.0311678 | Time: 1150.47 ms [2022-04-18 11:31:56 main:574] : INFO : Epoch 1590 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 1141.56 ms [2022-04-18 11:31:57 main:574] : INFO : Epoch 1591 | loss: 0.0311546 | val_loss: 0.0311652 | Time: 1133.95 ms [2022-04-18 11:31:58 main:574] : INFO : Epoch 1592 | loss: 0.0311556 | val_loss: 0.0311639 | Time: 1138.03 ms [2022-04-18 11:32:00 main:574] : INFO : Epoch 1593 | loss: 0.0311518 | val_loss: 0.0311641 | Time: 1171.06 ms [2022-04-18 11:32:01 main:574] : INFO : Epoch 1594 | loss: 0.0311577 | val_loss: 0.0311639 | Time: 1147.55 ms [2022-04-18 11:32:02 main:574] : INFO : Epoch 1595 | loss: 0.0311635 | val_loss: 0.0311651 | Time: 1147.63 ms [2022-04-18 11:32:03 main:574] : INFO : Epoch 1596 | loss: 0.0311606 | val_loss: 0.031167 | Time: 1147.12 ms [2022-04-18 11:32:04 main:574] : INFO : Epoch 1597 | loss: 0.0311692 | val_loss: 0.0311756 | Time: 1143.52 ms [2022-04-18 11:32:05 main:574] : INFO : Epoch 1598 | loss: 0.0311702 | val_loss: 0.0311714 | Time: 1147.29 ms [2022-04-18 11:32:06 main:574] : INFO : Epoch 1599 | loss: 0.0311681 | val_loss: 0.0311688 | Time: 1146.23 ms [2022-04-18 11:32:08 main:574] : INFO : Epoch 1600 | loss: 0.0311643 | val_loss: 0.0311671 | Time: 1139.78 ms [2022-04-18 11:32:09 main:574] : INFO : Epoch 1601 | loss: 0.0311662 | val_loss: 0.0311698 | Time: 1144.04 ms [2022-04-18 11:32:10 main:574] : INFO : Epoch 1602 | loss: 0.0311632 | val_loss: 0.0311654 | Time: 1145.54 ms [2022-04-18 11:32:11 main:574] : INFO : Epoch 1603 | loss: 0.0311603 | val_loss: 0.0311673 | Time: 1142 ms [2022-04-18 11:32:12 main:574] : INFO : Epoch 1604 | loss: 0.0311592 | val_loss: 0.031165 | Time: 1159.27 ms [2022-04-18 11:32:13 main:574] : INFO : Epoch 1605 | loss: 0.0311577 | val_loss: 0.0311726 | Time: 1147.91 ms [2022-04-18 11:32:14 main:574] : INFO : Epoch 1606 | loss: 0.0311588 | val_loss: 0.0311692 | Time: 1168.35 ms [2022-04-18 11:32:16 main:574] : INFO : Epoch 1607 | loss: 0.0311593 | val_loss: 0.0311697 | Time: 1148.58 ms [2022-04-18 11:32:17 main:574] : INFO : Epoch 1608 | loss: 0.0311619 | val_loss: 0.0311759 | Time: 1139.3 ms [2022-04-18 11:32:18 main:574] : INFO : Epoch 1609 | loss: 0.0311615 | val_loss: 0.0311661 | Time: 1145.71 ms [2022-04-18 11:32:19 main:574] : INFO : Epoch 1610 | loss: 0.0311576 | val_loss: 0.0311628 | Time: 1165.77 ms [2022-04-18 11:32:20 main:574] : INFO : Epoch 1611 | loss: 0.0311595 | val_loss: 0.0311629 | Time: 1152.44 ms [2022-04-18 11:32:21 main:574] : INFO : Epoch 1612 | loss: 0.0311562 | val_loss: 0.0311634 | Time: 1136.49 ms [2022-04-18 11:32:23 main:574] : INFO : Epoch 1613 | loss: 0.0311562 | val_loss: 0.0311642 | Time: 1139.86 ms [2022-04-18 11:32:24 main:574] : INFO : Epoch 1614 | loss: 0.0311562 | val_loss: 0.031166 | Time: 1148.15 ms [2022-04-18 11:32:25 main:574] : INFO : Epoch 1615 | loss: 0.0311553 | val_loss: 0.0311618 | Time: 1140.04 ms [2022-04-18 11:32:26 main:574] : INFO : Epoch 1616 | loss: 0.0311549 | val_loss: 0.0311676 | Time: 1143.78 ms [2022-04-18 11:32:27 main:574] : INFO : Epoch 1617 | loss: 0.031154 | val_loss: 0.0311661 | Time: 1143.17 ms [2022-04-18 11:32:28 main:574] : INFO : Epoch 1618 | loss: 0.0311537 | val_loss: 0.0311608 | Time: 1145.82 ms [2022-04-18 11:32:29 main:574] : INFO : Epoch 1619 | loss: 0.0311509 | val_loss: 0.0311592 | Time: 1137.31 ms [2022-04-18 11:32:31 main:574] : INFO : Epoch 1620 | loss: 0.0311506 | val_loss: 0.0311629 | Time: 1152.56 ms [2022-04-18 11:32:32 main:574] : INFO : Epoch 1621 | loss: 0.03115 | val_loss: 0.0311625 | Time: 1156.69 ms [2022-04-18 11:32:33 main:574] : INFO : Epoch 1622 | loss: 0.0311489 | val_loss: 0.0311631 | Time: 1148.51 ms [2022-04-18 11:32:34 main:574] : INFO : Epoch 1623 | loss: 0.0311493 | val_loss: 0.0311649 | Time: 1141.77 ms [2022-04-18 11:32:35 main:574] : INFO : Epoch 1624 | loss: 0.0311514 | val_loss: 0.0311653 | Time: 1139.41 ms [2022-04-18 11:32:36 main:574] : INFO : Epoch 1625 | loss: 0.0311479 | val_loss: 0.0311621 | Time: 1142.88 ms [2022-04-18 11:32:37 main:574] : INFO : Epoch 1626 | loss: 0.0311485 | val_loss: 0.0311641 | Time: 1145.2 ms [2022-04-18 11:32:39 main:574] : INFO : Epoch 1627 | loss: 0.0311498 | val_loss: 0.0311664 | Time: 1139.47 ms [2022-04-18 11:32:40 main:574] : INFO : Epoch 1628 | loss: 0.0311618 | val_loss: 0.0311647 | Time: 1152.5 ms [2022-04-18 11:32:41 main:574] : INFO : Epoch 1629 | loss: 0.0311603 | val_loss: 0.0311637 | Time: 1140.27 ms [2022-04-18 11:32:42 main:574] : INFO : Epoch 1630 | loss: 0.0311604 | val_loss: 0.0311644 | Time: 1141.94 ms [2022-04-18 11:32:43 main:574] : INFO : Epoch 1631 | loss: 0.0311582 | val_loss: 0.0311613 | Time: 1148.08 ms [2022-04-18 11:32:44 main:574] : INFO : Epoch 1632 | loss: 0.0311587 | val_loss: 0.0311652 | Time: 1145.47 ms [2022-04-18 11:32:45 main:574] : INFO : Epoch 1633 | loss: 0.03116 | val_loss: 0.0311644 | Time: 1151.42 ms [2022-04-18 11:32:47 main:574] : INFO : Epoch 1634 | loss: 0.0311566 | val_loss: 0.0311627 | Time: 1137.33 ms [2022-04-18 11:32:48 main:574] : INFO : Epoch 1635 | loss: 0.031156 | val_loss: 0.0311608 | Time: 1149.71 ms [2022-04-18 11:32:49 main:574] : INFO : Epoch 1636 | loss: 0.0311544 | val_loss: 0.0311599 | Time: 1150.95 ms [2022-04-18 11:32:50 main:574] : INFO : Epoch 1637 | loss: 0.0311539 | val_loss: 0.0311615 | Time: 1137.62 ms [2022-04-18 11:32:51 main:574] : INFO : Epoch 1638 | loss: 0.0311528 | val_loss: 0.0311612 | Time: 1142.24 ms [2022-04-18 11:32:52 main:574] : INFO : Epoch 1639 | loss: 0.0311523 | val_loss: 0.0311657 | Time: 1147.62 ms [2022-04-18 11:33:04 main:574] : INFO : Epoch 1640 | loss: 0.0311547 | val_loss: 0.0311594 | Time: 11473.1 ms [2022-04-18 11:33:05 main:574] : INFO : Epoch 1641 | loss: 0.0311522 | val_loss: 0.0311673 | Time: 1139.06 ms [2022-04-18 11:33:06 main:574] : INFO : Epoch 1642 | loss: 0.0311515 | val_loss: 0.0311645 | Time: 1149.86 ms [2022-04-18 11:33:07 main:574] : INFO : Epoch 1643 | loss: 0.0311552 | val_loss: 0.0311609 | Time: 1145.34 ms [2022-04-18 11:33:08 main:574] : INFO : Epoch 1644 | loss: 0.0311513 | val_loss: 0.0311642 | Time: 1138.03 ms [2022-04-18 11:33:10 main:574] : INFO : Epoch 1645 | loss: 0.0311523 | val_loss: 0.0311614 | Time: 1151.31 ms [2022-04-18 11:33:11 main:574] : INFO : Epoch 1646 | loss: 0.0311523 | val_loss: 0.0311604 | Time: 1149.34 ms [2022-04-18 11:33:12 main:574] : INFO : Epoch 1647 | loss: 0.0311528 | val_loss: 0.0311603 | Time: 1159.96 ms [2022-04-18 11:33:13 main:574] : INFO : Epoch 1648 | loss: 0.0311512 | val_loss: 0.031159 | Time: 1141.73 ms [2022-04-18 11:33:14 main:574] : INFO : Epoch 1649 | loss: 0.0311518 | val_loss: 0.0311614 | Time: 1155.52 ms [2022-04-18 11:33:15 main:574] : INFO : Epoch 1650 | loss: 0.0311519 | val_loss: 0.0311627 | Time: 1149.62 ms [2022-04-18 11:33:17 main:574] : INFO : Epoch 1651 | loss: 0.0311504 | val_loss: 0.0311617 | Time: 1137.75 ms [2022-04-18 11:33:18 main:574] : INFO : Epoch 1652 | loss: 0.03115 | val_loss: 0.03116 | Time: 1150.36 ms [2022-04-18 11:33:19 main:574] : INFO : Epoch 1653 | loss: 0.0311489 | val_loss: 0.0311601 | Time: 1145.11 ms [2022-04-18 11:33:20 main:574] : INFO : Epoch 1654 | loss: 0.0311475 | val_loss: 0.0311613 | Time: 1151.41 ms [2022-04-18 11:33:21 main:574] : INFO : Epoch 1655 | loss: 0.0311487 | val_loss: 0.0311601 | Time: 1144.01 ms [2022-04-18 11:33:22 main:574] : INFO : Epoch 1656 | loss: 0.0311462 | val_loss: 0.0311617 | Time: 1130.74 ms [2022-04-18 11:33:23 main:574] : INFO : Epoch 1657 | loss: 0.0311452 | val_loss: 0.031159 | Time: 1137.56 ms [2022-04-18 11:33:25 main:574] : INFO : Epoch 1658 | loss: 0.0311452 | val_loss: 0.031162 | Time: 1149.64 ms [2022-04-18 11:33:26 main:574] : INFO : Epoch 1659 | loss: 0.0311471 | val_loss: 0.0311592 | Time: 1147.33 ms [2022-04-18 11:33:27 main:574] : INFO : Epoch 1660 | loss: 0.0311449 | val_loss: 0.0311565 | Time: 1154.2 ms [2022-04-18 11:33:28 main:574] : INFO : Epoch 1661 | loss: 0.031149 | val_loss: 0.031173 | Time: 1142.55 ms [2022-04-18 11:33:29 main:574] : INFO : Epoch 1662 | loss: 0.0311566 | val_loss: 0.0311645 | Time: 1148.2 ms [2022-04-18 11:33:30 main:574] : INFO : Epoch 1663 | loss: 0.0311656 | val_loss: 0.031164 | Time: 1143.89 ms [2022-04-18 11:33:31 main:574] : INFO : Epoch 1664 | loss: 0.0311654 | val_loss: 0.0311633 | Time: 1140.84 ms [2022-04-18 11:33:33 main:574] : INFO : Epoch 1665 | loss: 0.0311643 | val_loss: 0.0311624 | Time: 1137.99 ms [2022-04-18 11:33:34 main:574] : INFO : Epoch 1666 | loss: 0.0311613 | val_loss: 0.031158 | Time: 1143.01 ms [2022-04-18 11:33:35 main:574] : INFO : Epoch 1667 | loss: 0.0311589 | val_loss: 0.0311582 | Time: 1149.09 ms [2022-04-18 11:33:36 main:574] : INFO : Epoch 1668 | loss: 0.031158 | val_loss: 0.0311581 | Time: 1172.01 ms [2022-04-18 11:33:37 main:574] : INFO : Epoch 1669 | loss: 0.031156 | val_loss: 0.0311583 | Time: 1141.94 ms [2022-04-18 11:33:38 main:574] : INFO : Epoch 1670 | loss: 0.0311566 | val_loss: 0.0311586 | Time: 1140.55 ms [2022-04-18 11:33:40 main:574] : INFO : Epoch 1671 | loss: 0.0311549 | val_loss: 0.0311575 | Time: 1146.83 ms [2022-04-18 11:33:41 main:574] : INFO : Epoch 1672 | loss: 0.0311544 | val_loss: 0.0311599 | Time: 1144.59 ms [2022-04-18 11:33:42 main:574] : INFO : Epoch 1673 | loss: 0.0311543 | val_loss: 0.0311555 | Time: 1148.07 ms [2022-04-18 11:33:43 main:574] : INFO : Epoch 1674 | loss: 0.0311528 | val_loss: 0.0311588 | Time: 1140.53 ms [2022-04-18 11:33:44 main:574] : INFO : Epoch 1675 | loss: 0.0311525 | val_loss: 0.0311575 | Time: 1140.35 ms [2022-04-18 11:33:45 main:574] : INFO : Epoch 1676 | loss: 0.0311514 | val_loss: 0.0311558 | Time: 1150.72 ms [2022-04-18 11:33:46 main:574] : INFO : Epoch 1677 | loss: 0.0311522 | val_loss: 0.0311585 | Time: 1131.06 ms [2022-04-18 11:33:48 main:574] : INFO : Epoch 1678 | loss: 0.0311577 | val_loss: 0.0311612 | Time: 1158.65 ms [2022-04-18 11:33:49 main:574] : INFO : Epoch 1679 | loss: 0.0311551 | val_loss: 0.0311551 | Time: 1140.81 ms [2022-04-18 11:33:50 main:574] : INFO : Epoch 1680 | loss: 0.0311518 | val_loss: 0.0311572 | Time: 1149 ms [2022-04-18 11:33:51 main:574] : INFO : Epoch 1681 | loss: 0.0311512 | val_loss: 0.0311625 | Time: 1146.72 ms [2022-04-18 11:33:52 main:574] : INFO : Epoch 1682 | loss: 0.0311512 | val_loss: 0.0311545 | Time: 1140.45 ms [2022-04-18 11:33:53 main:574] : INFO : Epoch 1683 | loss: 0.031153 | val_loss: 0.0311675 | Time: 1143.77 ms [2022-04-18 11:33:54 main:574] : INFO : Epoch 1684 | loss: 0.0311569 | val_loss: 0.0311605 | Time: 1145.56 ms [2022-04-18 11:33:56 main:574] : INFO : Epoch 1685 | loss: 0.0311549 | val_loss: 0.0311662 | Time: 1157.09 ms [2022-04-18 11:33:57 main:574] : INFO : Epoch 1686 | loss: 0.0311533 | val_loss: 0.0311568 | Time: 1148.89 ms [2022-04-18 11:33:58 main:574] : INFO : Epoch 1687 | loss: 0.0311503 | val_loss: 0.0311559 | Time: 1147.44 ms [2022-04-18 11:33:59 main:574] : INFO : Epoch 1688 | loss: 0.0311512 | val_loss: 0.0311588 | Time: 1162 ms [2022-04-18 11:34:00 main:574] : INFO : Epoch 1689 | loss: 0.0311522 | val_loss: 0.0311594 | Time: 1149.47 ms [2022-04-18 11:34:01 main:574] : INFO : Epoch 1690 | loss: 0.0311483 | val_loss: 0.0311539 | Time: 1135.9 ms [2022-04-18 11:34:03 main:574] : INFO : Epoch 1691 | loss: 0.031148 | val_loss: 0.0311558 | Time: 1136.02 ms [2022-04-18 11:34:04 main:574] : INFO : Epoch 1692 | loss: 0.0311484 | val_loss: 0.0311597 | Time: 1147.01 ms [2022-04-18 11:34:05 main:574] : INFO : Epoch 1693 | loss: 0.0311479 | val_loss: 0.0311583 | Time: 1141.64 ms [2022-04-18 11:34:06 main:574] : INFO : Epoch 1694 | loss: 0.0311463 | val_loss: 0.0311565 | Time: 1145.59 ms [2022-04-18 11:34:07 main:574] : INFO : Epoch 1695 | loss: 0.0311459 | val_loss: 0.031155 | Time: 1136.3 ms [2022-04-18 11:34:08 main:574] : INFO : Epoch 1696 | loss: 0.0311455 | val_loss: 0.0311562 | Time: 1155.69 ms [2022-04-18 11:34:09 main:574] : INFO : Epoch 1697 | loss: 0.0311488 | val_loss: 0.0311574 | Time: 1154.02 ms [2022-04-18 11:34:11 main:574] : INFO : Epoch 1698 | loss: 0.031148 | val_loss: 0.0311686 | Time: 1148.28 ms [2022-04-18 11:34:12 main:574] : INFO : Epoch 1699 | loss: 0.0311494 | val_loss: 0.0311576 | Time: 1150.41 ms [2022-04-18 11:34:13 main:574] : INFO : Epoch 1700 | loss: 0.0311512 | val_loss: 0.0311556 | Time: 1143.54 ms [2022-04-18 11:34:14 main:574] : INFO : Epoch 1701 | loss: 0.031146 | val_loss: 0.0311567 | Time: 1139.03 ms [2022-04-18 11:34:15 main:574] : INFO : Epoch 1702 | loss: 0.0311492 | val_loss: 0.0311628 | Time: 1141.27 ms [2022-04-18 11:34:16 main:574] : INFO : Epoch 1703 | loss: 0.0311504 | val_loss: 0.0311576 | Time: 1157.4 ms [2022-04-18 11:34:18 main:574] : INFO : Epoch 1704 | loss: 0.0311476 | val_loss: 0.0311654 | Time: 1148.32 ms [2022-04-18 11:34:19 main:574] : INFO : Epoch 1705 | loss: 0.0311496 | val_loss: 0.0311616 | Time: 1147.34 ms [2022-04-18 11:34:20 main:574] : INFO : Epoch 1706 | loss: 0.0311453 | val_loss: 0.0311549 | Time: 1143.31 ms [2022-04-18 11:34:21 main:574] : INFO : Epoch 1707 | loss: 0.0311445 | val_loss: 0.0311562 | Time: 1163.21 ms [2022-04-18 11:34:22 main:574] : INFO : Epoch 1708 | loss: 0.0311446 | val_loss: 0.0311566 | Time: 1139.3 ms [2022-04-18 11:34:23 main:574] : INFO : Epoch 1709 | loss: 0.0311478 | val_loss: 0.031168 | Time: 1156.46 ms [2022-04-18 11:34:24 main:574] : INFO : Epoch 1710 | loss: 0.0311504 | val_loss: 0.031156 | Time: 1154.54 ms [2022-04-18 11:34:26 main:574] : INFO : Epoch 1711 | loss: 0.0311456 | val_loss: 0.0311605 | Time: 1153.54 ms [2022-04-18 11:34:27 main:574] : INFO : Epoch 1712 | loss: 0.0311456 | val_loss: 0.0311556 | Time: 1151.82 ms [2022-04-18 11:34:28 main:574] : INFO : Epoch 1713 | loss: 0.0311477 | val_loss: 0.031159 | Time: 1153.14 ms [2022-04-18 11:34:29 main:574] : INFO : Epoch 1714 | loss: 0.0311439 | val_loss: 0.0311552 | Time: 1144.43 ms [2022-04-18 11:34:30 main:574] : INFO : Epoch 1715 | loss: 0.0311428 | val_loss: 0.0311552 | Time: 1148.04 ms [2022-04-18 11:34:31 main:574] : INFO : Epoch 1716 | loss: 0.0311445 | val_loss: 0.0311621 | Time: 1167.52 ms [2022-04-18 11:34:33 main:574] : INFO : Epoch 1717 | loss: 0.0311454 | val_loss: 0.0311585 | Time: 1145.75 ms [2022-04-18 11:34:34 main:574] : INFO : Epoch 1718 | loss: 0.031144 | val_loss: 0.0311579 | Time: 1150.41 ms [2022-04-18 11:34:35 main:574] : INFO : Epoch 1719 | loss: 0.0311429 | val_loss: 0.0311578 | Time: 1146.77 ms [2022-04-18 11:34:36 main:574] : INFO : Epoch 1720 | loss: 0.0311465 | val_loss: 0.0311573 | Time: 1133.83 ms [2022-04-18 11:34:37 main:574] : INFO : Epoch 1721 | loss: 0.0311462 | val_loss: 0.0311659 | Time: 1148.58 ms [2022-04-18 11:34:38 main:574] : INFO : Epoch 1722 | loss: 0.0311454 | val_loss: 0.0311583 | Time: 1148.21 ms [2022-04-18 11:34:40 main:574] : INFO : Epoch 1723 | loss: 0.0311449 | val_loss: 0.0311556 | Time: 1149.99 ms [2022-04-18 11:34:41 main:574] : INFO : Epoch 1724 | loss: 0.0311467 | val_loss: 0.0311568 | Time: 1155.06 ms [2022-04-18 11:34:42 main:574] : INFO : Epoch 1725 | loss: 0.0311435 | val_loss: 0.0311605 | Time: 1142.78 ms [2022-04-18 11:34:43 main:574] : INFO : Epoch 1726 | loss: 0.0311425 | val_loss: 0.0311546 | Time: 1148.62 ms [2022-04-18 11:34:44 main:574] : INFO : Epoch 1727 | loss: 0.0311437 | val_loss: 0.0311585 | Time: 1158.07 ms [2022-04-18 11:34:45 main:574] : INFO : Epoch 1728 | loss: 0.0311424 | val_loss: 0.0311557 | Time: 1146.16 ms [2022-04-18 11:34:46 main:574] : INFO : Epoch 1729 | loss: 0.0311415 | val_loss: 0.031155 | Time: 1154.16 ms [2022-04-18 11:34:48 main:574] : INFO : Epoch 1730 | loss: 0.0311433 | val_loss: 0.0311572 | Time: 1145.46 ms [2022-04-18 11:34:49 main:574] : INFO : Epoch 1731 | loss: 0.031149 | val_loss: 0.0311654 | Time: 1143.9 ms [2022-04-18 11:34:50 main:574] : INFO : Epoch 1732 | loss: 0.031144 | val_loss: 0.031157 | Time: 1155.14 ms [2022-04-18 11:34:51 main:574] : INFO : Epoch 1733 | loss: 0.0311427 | val_loss: 0.0311646 | Time: 1162.28 ms [2022-04-18 11:34:52 main:574] : INFO : Epoch 1734 | loss: 0.0311442 | val_loss: 0.0311578 | Time: 1142.91 ms [2022-04-18 11:34:53 main:574] : INFO : Epoch 1735 | loss: 0.0311439 | val_loss: 0.0311586 | Time: 1158.63 ms [2022-04-18 11:34:55 main:574] : INFO : Epoch 1736 | loss: 0.0311472 | val_loss: 0.0311581 | Time: 1155.17 ms [2022-04-18 11:34:56 main:574] : INFO : Epoch 1737 | loss: 0.0311468 | val_loss: 0.0311614 | Time: 1153.49 ms [2022-04-18 11:34:57 main:574] : INFO : Epoch 1738 | loss: 0.0311542 | val_loss: 0.0311647 | Time: 1138.36 ms [2022-04-18 11:34:58 main:574] : INFO : Epoch 1739 | loss: 0.0311515 | val_loss: 0.0311583 | Time: 1145.48 ms [2022-04-18 11:34:59 main:574] : INFO : Epoch 1740 | loss: 0.0311484 | val_loss: 0.0311599 | Time: 1154.14 ms [2022-04-18 11:35:00 main:574] : INFO : Epoch 1741 | loss: 0.0311457 | val_loss: 0.0311566 | Time: 1149.92 ms [2022-04-18 11:35:01 main:574] : INFO : Epoch 1742 | loss: 0.0311442 | val_loss: 0.0311571 | Time: 1155.91 ms [2022-04-18 11:35:03 main:574] : INFO : Epoch 1743 | loss: 0.0311441 | val_loss: 0.0311558 | Time: 1147.93 ms [2022-04-18 11:35:04 main:574] : INFO : Epoch 1744 | loss: 0.031151 | val_loss: 0.0311608 | Time: 1161.79 ms [2022-04-18 11:35:05 main:574] : INFO : Epoch 1745 | loss: 0.0311458 | val_loss: 0.031158 | Time: 1149.56 ms [2022-04-18 11:35:06 main:574] : INFO : Epoch 1746 | loss: 0.0311433 | val_loss: 0.0311554 | Time: 1163.22 ms [2022-04-18 11:35:07 main:574] : INFO : Epoch 1747 | loss: 0.0311488 | val_loss: 0.0311586 | Time: 1156.29 ms [2022-04-18 11:35:08 main:574] : INFO : Epoch 1748 | loss: 0.0311478 | val_loss: 0.0311569 | Time: 1152.48 ms [2022-04-18 11:35:10 main:574] : INFO : Epoch 1749 | loss: 0.0311456 | val_loss: 0.0311542 | Time: 1145.15 ms [2022-04-18 11:35:11 main:574] : INFO : Epoch 1750 | loss: 0.0311444 | val_loss: 0.0311532 | Time: 1141.34 ms [2022-04-18 11:35:12 main:574] : INFO : Epoch 1751 | loss: 0.0311437 | val_loss: 0.0311543 | Time: 1148.64 ms [2022-04-18 11:35:13 main:574] : INFO : Epoch 1752 | loss: 0.0311449 | val_loss: 0.0311573 | Time: 1162.21 ms [2022-04-18 11:35:14 main:574] : INFO : Epoch 1753 | loss: 0.0311431 | val_loss: 0.0311542 | Time: 1144.72 ms [2022-04-18 11:35:15 main:574] : INFO : Epoch 1754 | loss: 0.0311423 | val_loss: 0.0311563 | Time: 1141.89 ms [2022-04-18 11:35:17 main:574] : INFO : Epoch 1755 | loss: 0.0311406 | val_loss: 0.0311524 | Time: 1152.89 ms [2022-04-18 11:35:18 main:574] : INFO : Epoch 1756 | loss: 0.0311416 | val_loss: 0.0311601 | Time: 1146.89 ms [2022-04-18 11:35:19 main:574] : INFO : Epoch 1757 | loss: 0.0311459 | val_loss: 0.0311635 | Time: 1153.58 ms [2022-04-18 11:35:20 main:574] : INFO : Epoch 1758 | loss: 0.0311428 | val_loss: 0.0311567 | Time: 1146.87 ms [2022-04-18 11:35:21 main:574] : INFO : Epoch 1759 | loss: 0.0311416 | val_loss: 0.0311562 | Time: 1145.49 ms [2022-04-18 11:35:22 main:574] : INFO : Epoch 1760 | loss: 0.0311429 | val_loss: 0.0311544 | Time: 1149.99 ms [2022-04-18 11:35:23 main:574] : INFO : Epoch 1761 | loss: 0.0311449 | val_loss: 0.0311579 | Time: 1144.17 ms [2022-04-18 11:35:25 main:574] : INFO : Epoch 1762 | loss: 0.0311464 | val_loss: 0.0311635 | Time: 1150.91 ms [2022-04-18 11:35:26 main:574] : INFO : Epoch 1763 | loss: 0.0311425 | val_loss: 0.0311548 | Time: 1141.53 ms [2022-04-18 11:35:27 main:574] : INFO : Epoch 1764 | loss: 0.0311393 | val_loss: 0.0311577 | Time: 1135.38 ms [2022-04-18 11:35:28 main:574] : INFO : Epoch 1765 | loss: 0.0311387 | val_loss: 0.0311613 | Time: 1146.86 ms [2022-04-18 11:35:29 main:574] : INFO : Epoch 1766 | loss: 0.0311403 | val_loss: 0.0311548 | Time: 1142.26 ms [2022-04-18 11:35:30 main:574] : INFO : Epoch 1767 | loss: 0.0311401 | val_loss: 0.0311554 | Time: 1139.82 ms [2022-04-18 11:35:31 main:574] : INFO : Epoch 1768 | loss: 0.0311406 | val_loss: 0.0311599 | Time: 1141.82 ms [2022-04-18 11:35:33 main:574] : INFO : Epoch 1769 | loss: 0.031142 | val_loss: 0.0311558 | Time: 1161.3 ms [2022-04-18 11:35:34 main:574] : INFO : Epoch 1770 | loss: 0.031141 | val_loss: 0.031162 | Time: 1148.15 ms [2022-04-18 11:35:35 main:574] : INFO : Epoch 1771 | loss: 0.0311436 | val_loss: 0.0311592 | Time: 1150.66 ms [2022-04-18 11:35:36 main:574] : INFO : Epoch 1772 | loss: 0.0311402 | val_loss: 0.0311579 | Time: 1137.6 ms [2022-04-18 11:35:37 main:574] : INFO : Epoch 1773 | loss: 0.0311395 | val_loss: 0.031155 | Time: 1147.7 ms [2022-04-18 11:35:38 main:574] : INFO : Epoch 1774 | loss: 0.0311379 | val_loss: 0.0311684 | Time: 1149.68 ms [2022-04-18 11:35:40 main:574] : INFO : Epoch 1775 | loss: 0.0311433 | val_loss: 0.0311605 | Time: 1151.83 ms [2022-04-18 11:35:41 main:574] : INFO : Epoch 1776 | loss: 0.0311388 | val_loss: 0.0311567 | Time: 1150.21 ms [2022-04-18 11:35:42 main:574] : INFO : Epoch 1777 | loss: 0.0311418 | val_loss: 0.0311537 | Time: 1134.43 ms [2022-04-18 11:35:43 main:574] : INFO : Epoch 1778 | loss: 0.0311387 | val_loss: 0.0311554 | Time: 1148.56 ms [2022-04-18 11:35:44 main:574] : INFO : Epoch 1779 | loss: 0.0311377 | val_loss: 0.0311559 | Time: 1154.46 ms [2022-04-18 11:35:45 main:574] : INFO : Epoch 1780 | loss: 0.0311405 | val_loss: 0.0311609 | Time: 1149.28 ms [2022-04-18 11:35:46 main:574] : INFO : Epoch 1781 | loss: 0.0311407 | val_loss: 0.0311571 | Time: 1140.92 ms [2022-04-18 11:35:48 main:574] : INFO : Epoch 1782 | loss: 0.0311402 | val_loss: 0.0311564 | Time: 1150.01 ms [2022-04-18 11:35:49 main:574] : INFO : Epoch 1783 | loss: 0.0311372 | val_loss: 0.0311581 | Time: 1143.04 ms [2022-04-18 11:35:50 main:574] : INFO : Epoch 1784 | loss: 0.0311403 | val_loss: 0.0311569 | Time: 1141.84 ms [2022-04-18 11:35:51 main:574] : INFO : Epoch 1785 | loss: 0.0311408 | val_loss: 0.0311604 | Time: 1144.49 ms [2022-04-18 11:35:52 main:574] : INFO : Epoch 1786 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 1153.47 ms [2022-04-18 11:35:53 main:574] : INFO : Epoch 1787 | loss: 0.0311408 | val_loss: 0.0311553 | Time: 1157.59 ms [2022-04-18 11:35:55 main:574] : INFO : Epoch 1788 | loss: 0.0311382 | val_loss: 0.0311542 | Time: 1134.26 ms [2022-04-18 11:35:56 main:574] : INFO : Epoch 1789 | loss: 0.0311394 | val_loss: 0.0311575 | Time: 1138.36 ms [2022-04-18 11:35:57 main:574] : INFO : Epoch 1790 | loss: 0.0311402 | val_loss: 0.0311607 | Time: 1149.35 ms [2022-04-18 11:35:58 main:574] : INFO : Epoch 1791 | loss: 0.0311463 | val_loss: 0.0311605 | Time: 1135.9 ms [2022-04-18 11:35:59 main:574] : INFO : Epoch 1792 | loss: 0.0311477 | val_loss: 0.0311583 | Time: 1159.71 ms [2022-04-18 11:36:00 main:574] : INFO : Epoch 1793 | loss: 0.0311429 | val_loss: 0.0311571 | Time: 1147.43 ms [2022-04-18 11:36:01 main:574] : INFO : Epoch 1794 | loss: 0.0311412 | val_loss: 0.0311533 | Time: 1134.66 ms [2022-04-18 11:36:03 main:574] : INFO : Epoch 1795 | loss: 0.031142 | val_loss: 0.0311603 | Time: 1153.75 ms [2022-04-18 11:36:04 main:574] : INFO : Epoch 1796 | loss: 0.031141 | val_loss: 0.0311602 | Time: 1146.26 ms [2022-04-18 11:36:05 main:574] : INFO : Epoch 1797 | loss: 0.0311593 | val_loss: 0.0311675 | Time: 1146.99 ms [2022-04-18 11:36:06 main:574] : INFO : Epoch 1798 | loss: 0.0311632 | val_loss: 0.0311669 | Time: 1145.17 ms [2022-04-18 11:36:07 main:574] : INFO : Epoch 1799 | loss: 0.0311634 | val_loss: 0.0311573 | Time: 1140.67 ms [2022-04-18 11:36:08 main:574] : INFO : Epoch 1800 | loss: 0.0311569 | val_loss: 0.0311595 | Time: 1145.78 ms [2022-04-18 11:36:10 main:574] : INFO : Epoch 1801 | loss: 0.0311537 | val_loss: 0.0311626 | Time: 1150.88 ms [2022-04-18 11:36:11 main:574] : INFO : Epoch 1802 | loss: 0.0311525 | val_loss: 0.0311593 | Time: 1145.26 ms [2022-04-18 11:36:12 main:574] : INFO : Epoch 1803 | loss: 0.0311584 | val_loss: 0.031164 | Time: 1152.1 ms [2022-04-18 11:36:13 main:574] : INFO : Epoch 1804 | loss: 0.0311592 | val_loss: 0.0311579 | Time: 1154.49 ms [2022-04-18 11:36:14 main:574] : INFO : Epoch 1805 | loss: 0.0311546 | val_loss: 0.0311599 | Time: 1149.58 ms [2022-04-18 11:36:15 main:574] : INFO : Epoch 1806 | loss: 0.0311532 | val_loss: 0.031159 | Time: 1151.62 ms [2022-04-18 11:36:16 main:574] : INFO : Epoch 1807 | loss: 0.031151 | val_loss: 0.0311606 | Time: 1154.17 ms [2022-04-18 11:36:18 main:574] : INFO : Epoch 1808 | loss: 0.0311502 | val_loss: 0.0311569 | Time: 1148.59 ms [2022-04-18 11:36:19 main:574] : INFO : Epoch 1809 | loss: 0.0311494 | val_loss: 0.0311577 | Time: 1136.03 ms [2022-04-18 11:36:20 main:574] : INFO : Epoch 1810 | loss: 0.0311485 | val_loss: 0.031159 | Time: 1156.8 ms [2022-04-18 11:36:21 main:574] : INFO : Epoch 1811 | loss: 0.0311484 | val_loss: 0.0311534 | Time: 1145.82 ms [2022-04-18 11:36:22 main:574] : INFO : Epoch 1812 | loss: 0.0311493 | val_loss: 0.0311541 | Time: 1147.26 ms [2022-04-18 11:36:23 main:574] : INFO : Epoch 1813 | loss: 0.0311467 | val_loss: 0.0311548 | Time: 1136.61 ms [2022-04-18 11:36:25 main:574] : INFO : Epoch 1814 | loss: 0.0311439 | val_loss: 0.0311522 | Time: 1152.03 ms [2022-04-18 11:36:26 main:574] : INFO : Epoch 1815 | loss: 0.0311461 | val_loss: 0.0311534 | Time: 1155.43 ms [2022-04-18 11:36:27 main:574] : INFO : Epoch 1816 | loss: 0.0311448 | val_loss: 0.0311541 | Time: 1149.08 ms [2022-04-18 11:36:28 main:574] : INFO : Epoch 1817 | loss: 0.0311463 | val_loss: 0.0311603 | Time: 1143.62 ms [2022-04-18 11:36:29 main:574] : INFO : Epoch 1818 | loss: 0.0311459 | val_loss: 0.0311526 | Time: 1137.66 ms [2022-04-18 11:36:30 main:574] : INFO : Epoch 1819 | loss: 0.0311424 | val_loss: 0.0311522 | Time: 1142.18 ms [2022-04-18 11:36:31 main:574] : INFO : Epoch 1820 | loss: 0.0311436 | val_loss: 0.0311534 | Time: 1149.27 ms [2022-04-18 11:36:33 main:574] : INFO : Epoch 1821 | loss: 0.0311474 | val_loss: 0.0311521 | Time: 1144.39 ms [2022-04-18 11:36:34 main:574] : INFO : Epoch 1822 | loss: 0.0311434 | val_loss: 0.0311534 | Time: 1146.05 ms [2022-04-18 11:36:35 main:574] : INFO : Epoch 1823 | loss: 0.0311422 | val_loss: 0.0311532 | Time: 1162.35 ms [2022-04-18 11:36:36 main:574] : INFO : Epoch 1824 | loss: 0.031143 | val_loss: 0.0311525 | Time: 1137.92 ms [2022-04-18 11:36:37 main:574] : INFO : Epoch 1825 | loss: 0.0311417 | val_loss: 0.0311551 | Time: 1151.53 ms [2022-04-18 11:36:38 main:574] : INFO : Epoch 1826 | loss: 0.0311439 | val_loss: 0.0311598 | Time: 1154.82 ms [2022-04-18 11:36:40 main:574] : INFO : Epoch 1827 | loss: 0.0311432 | val_loss: 0.0311555 | Time: 1146.72 ms [2022-04-18 11:36:41 main:574] : INFO : Epoch 1828 | loss: 0.0311424 | val_loss: 0.0311585 | Time: 1147.08 ms [2022-04-18 11:36:42 main:574] : INFO : Epoch 1829 | loss: 0.0311421 | val_loss: 0.0311541 | Time: 1148.24 ms [2022-04-18 11:36:43 main:574] : INFO : Epoch 1830 | loss: 0.0311424 | val_loss: 0.0311517 | Time: 1158.87 ms [2022-04-18 11:36:44 main:574] : INFO : Epoch 1831 | loss: 0.0311387 | val_loss: 0.0311529 | Time: 1158.01 ms [2022-04-18 11:36:45 main:574] : INFO : Epoch 1832 | loss: 0.0311396 | val_loss: 0.0311559 | Time: 1146.9 ms [2022-04-18 11:36:47 main:574] : INFO : Epoch 1833 | loss: 0.0311418 | val_loss: 0.0311567 | Time: 1152.66 ms [2022-04-18 11:36:48 main:574] : INFO : Epoch 1834 | loss: 0.0311393 | val_loss: 0.0311542 | Time: 1150.79 ms [2022-04-18 11:36:49 main:574] : INFO : Epoch 1835 | loss: 0.0311373 | val_loss: 0.0311589 | Time: 1143.67 ms [2022-04-18 11:36:50 main:574] : INFO : Epoch 1836 | loss: 0.0311394 | val_loss: 0.031156 | Time: 1151.04 ms [2022-04-18 11:36:51 main:574] : INFO : Epoch 1837 | loss: 0.0311392 | val_loss: 0.0311551 | Time: 1162.49 ms [2022-04-18 11:36:52 main:574] : INFO : Epoch 1838 | loss: 0.0311391 | val_loss: 0.0311548 | Time: 1163.41 ms [2022-04-18 11:36:53 main:574] : INFO : Epoch 1839 | loss: 0.0311394 | val_loss: 0.0311521 | Time: 1142.45 ms [2022-04-18 11:36:55 main:574] : INFO : Epoch 1840 | loss: 0.0311401 | val_loss: 0.0311525 | Time: 1146.68 ms [2022-04-18 11:36:56 main:574] : INFO : Epoch 1841 | loss: 0.0311375 | val_loss: 0.0311527 | Time: 1150.15 ms [2022-04-18 11:36:57 main:574] : INFO : Epoch 1842 | loss: 0.0311379 | val_loss: 0.0311529 | Time: 1149.01 ms [2022-04-18 11:36:58 main:574] : INFO : Epoch 1843 | loss: 0.0311377 | val_loss: 0.0311542 | Time: 1148.31 ms [2022-04-18 11:36:59 main:574] : INFO : Epoch 1844 | loss: 0.0311368 | val_loss: 0.0311542 | Time: 1150.29 ms [2022-04-18 11:37:00 main:574] : INFO : Epoch 1845 | loss: 0.0311399 | val_loss: 0.0311541 | Time: 1144.29 ms [2022-04-18 11:37:02 main:574] : INFO : Epoch 1846 | loss: 0.0311399 | val_loss: 0.0311537 | Time: 1165.55 ms [2022-04-18 11:37:03 main:574] : INFO : Epoch 1847 | loss: 0.0311383 | val_loss: 0.0311552 | Time: 1156.28 ms [2022-04-18 11:37:04 main:574] : INFO : Epoch 1848 | loss: 0.0311412 | val_loss: 0.0311564 | Time: 1151.49 ms [2022-04-18 11:37:05 main:574] : INFO : Epoch 1849 | loss: 0.0311485 | val_loss: 0.0311668 | Time: 1148.01 ms [2022-04-18 11:37:06 main:574] : INFO : Epoch 1850 | loss: 0.0311464 | val_loss: 0.03116 | Time: 1134.56 ms [2022-04-18 11:37:07 main:574] : INFO : Epoch 1851 | loss: 0.0311485 | val_loss: 0.0311581 | Time: 1148.41 ms [2022-04-18 11:37:08 main:574] : INFO : Epoch 1852 | loss: 0.0311475 | val_loss: 0.0311592 | Time: 1154.35 ms [2022-04-18 11:37:10 main:574] : INFO : Epoch 1853 | loss: 0.0311437 | val_loss: 0.0311592 | Time: 1130.5 ms [2022-04-18 11:37:11 main:574] : INFO : Epoch 1854 | loss: 0.031145 | val_loss: 0.0311589 | Time: 1149.36 ms [2022-04-18 11:37:12 main:574] : INFO : Epoch 1855 | loss: 0.0311411 | val_loss: 0.0311551 | Time: 1141.63 ms [2022-04-18 11:37:13 main:574] : INFO : Epoch 1856 | loss: 0.0311421 | val_loss: 0.0311613 | Time: 1156.11 ms [2022-04-18 11:37:14 main:574] : INFO : Epoch 1857 | loss: 0.031142 | val_loss: 0.031165 | Time: 1138.37 ms [2022-04-18 11:37:15 main:574] : INFO : Epoch 1858 | loss: 0.031146 | val_loss: 0.0311723 | Time: 1146.14 ms [2022-04-18 11:37:17 main:574] : INFO : Epoch 1859 | loss: 0.031143 | val_loss: 0.0311668 | Time: 1145.07 ms [2022-04-18 11:37:18 main:574] : INFO : Epoch 1860 | loss: 0.0311389 | val_loss: 0.0311585 | Time: 1143.12 ms [2022-04-18 11:37:19 main:574] : INFO : Epoch 1861 | loss: 0.0311382 | val_loss: 0.0311569 | Time: 1148.39 ms [2022-04-18 11:37:20 main:574] : INFO : Epoch 1862 | loss: 0.0311386 | val_loss: 0.0311566 | Time: 1137.65 ms [2022-04-18 11:37:21 main:574] : INFO : Epoch 1863 | loss: 0.0311388 | val_loss: 0.0311634 | Time: 1154.32 ms [2022-04-18 11:37:22 main:574] : INFO : Epoch 1864 | loss: 0.0311379 | val_loss: 0.0311539 | Time: 1143.12 ms [2022-04-18 11:37:23 main:574] : INFO : Epoch 1865 | loss: 0.0311375 | val_loss: 0.0311666 | Time: 1137.71 ms [2022-04-18 11:37:25 main:574] : INFO : Epoch 1866 | loss: 0.0311362 | val_loss: 0.031158 | Time: 1148.44 ms [2022-04-18 11:37:26 main:574] : INFO : Epoch 1867 | loss: 0.0311396 | val_loss: 0.031157 | Time: 1149.29 ms [2022-04-18 11:37:27 main:574] : INFO : Epoch 1868 | loss: 0.0311351 | val_loss: 0.0311581 | Time: 1148.64 ms [2022-04-18 11:37:28 main:574] : INFO : Epoch 1869 | loss: 0.031135 | val_loss: 0.0311535 | Time: 1150.87 ms [2022-04-18 11:37:29 main:574] : INFO : Epoch 1870 | loss: 0.0311391 | val_loss: 0.0311578 | Time: 1147.46 ms [2022-04-18 11:37:30 main:574] : INFO : Epoch 1871 | loss: 0.0311355 | val_loss: 0.0311568 | Time: 1140.24 ms [2022-04-18 11:37:32 main:574] : INFO : Epoch 1872 | loss: 0.0311338 | val_loss: 0.0311578 | Time: 1163.16 ms [2022-04-18 11:37:33 main:574] : INFO : Epoch 1873 | loss: 0.0311384 | val_loss: 0.0311612 | Time: 1140.62 ms [2022-04-18 11:37:34 main:574] : INFO : Epoch 1874 | loss: 0.0311444 | val_loss: 0.031163 | Time: 1144.36 ms [2022-04-18 11:37:35 main:574] : INFO : Epoch 1875 | loss: 0.0311451 | val_loss: 0.0311547 | Time: 1152.12 ms [2022-04-18 11:37:36 main:574] : INFO : Epoch 1876 | loss: 0.0311401 | val_loss: 0.0311557 | Time: 1150.75 ms [2022-04-18 11:37:37 main:574] : INFO : Epoch 1877 | loss: 0.0311404 | val_loss: 0.0311524 | Time: 1137.61 ms [2022-04-18 11:37:38 main:574] : INFO : Epoch 1878 | loss: 0.0311418 | val_loss: 0.0311567 | Time: 1137.99 ms [2022-04-18 11:37:40 main:574] : INFO : Epoch 1879 | loss: 0.03114 | val_loss: 0.0311533 | Time: 1151.77 ms [2022-04-18 11:37:41 main:574] : INFO : Epoch 1880 | loss: 0.0311362 | val_loss: 0.0311528 | Time: 1136.58 ms [2022-04-18 11:37:42 main:574] : INFO : Epoch 1881 | loss: 0.0311376 | val_loss: 0.0311516 | Time: 1155.72 ms [2022-04-18 11:37:43 main:574] : INFO : Epoch 1882 | loss: 0.0311361 | val_loss: 0.031152 | Time: 1138.5 ms [2022-04-18 11:37:44 main:574] : INFO : Epoch 1883 | loss: 0.0311352 | val_loss: 0.0311535 | Time: 1142.51 ms [2022-04-18 11:37:45 main:574] : INFO : Epoch 1884 | loss: 0.0311396 | val_loss: 0.0311496 | Time: 1141.63 ms [2022-04-18 11:37:46 main:574] : INFO : Epoch 1885 | loss: 0.0311357 | val_loss: 0.0311582 | Time: 1153.95 ms [2022-04-18 11:37:48 main:574] : INFO : Epoch 1886 | loss: 0.0311358 | val_loss: 0.0311528 | Time: 1152.01 ms [2022-04-18 11:37:49 main:574] : INFO : Epoch 1887 | loss: 0.0311348 | val_loss: 0.0311526 | Time: 1158.25 ms [2022-04-18 11:37:50 main:574] : INFO : Epoch 1888 | loss: 0.0311331 | val_loss: 0.0311548 | Time: 1146.27 ms [2022-04-18 11:37:51 main:574] : INFO : Epoch 1889 | loss: 0.0311337 | val_loss: 0.0311551 | Time: 1139.84 ms [2022-04-18 11:37:52 main:574] : INFO : Epoch 1890 | loss: 0.0311332 | val_loss: 0.0311507 | Time: 1138.44 ms [2022-04-18 11:37:53 main:574] : INFO : Epoch 1891 | loss: 0.0311355 | val_loss: 0.0311578 | Time: 1132.89 ms [2022-04-18 11:37:55 main:574] : INFO : Epoch 1892 | loss: 0.0311357 | val_loss: 0.0311525 | Time: 1146.29 ms [2022-04-18 11:37:56 main:574] : INFO : Epoch 1893 | loss: 0.0311364 | val_loss: 0.0311548 | Time: 1134.99 ms [2022-04-18 11:37:57 main:574] : INFO : Epoch 1894 | loss: 0.0311356 | val_loss: 0.0311525 | Time: 1141.82 ms [2022-04-18 11:37:58 main:574] : INFO : Epoch 1895 | loss: 0.0311344 | val_loss: 0.0311562 | Time: 1140.21 ms [2022-04-18 11:37:59 main:574] : INFO : Epoch 1896 | loss: 0.0311342 | val_loss: 0.0311564 | Time: 1147.83 ms [2022-04-18 11:38:00 main:574] : INFO : Epoch 1897 | loss: 0.0311322 | val_loss: 0.0311515 | Time: 1144.43 ms [2022-04-18 11:38:01 main:574] : INFO : Epoch 1898 | loss: 0.0311305 | val_loss: 0.0311547 | Time: 1153.63 ms [2022-04-18 11:38:03 main:574] : INFO : Epoch 1899 | loss: 0.0311297 | val_loss: 0.0311562 | Time: 1151.01 ms [2022-04-18 11:38:04 main:574] : INFO : Epoch 1900 | loss: 0.0311339 | val_loss: 0.0311507 | Time: 1158.2 ms [2022-04-18 11:38:05 main:574] : INFO : Epoch 1901 | loss: 0.0311331 | val_loss: 0.0311579 | Time: 1135.98 ms [2022-04-18 11:38:06 main:574] : INFO : Epoch 1902 | loss: 0.0311342 | val_loss: 0.0311496 | Time: 1139.8 ms [2022-04-18 11:38:07 main:574] : INFO : Epoch 1903 | loss: 0.0311381 | val_loss: 0.0311515 | Time: 1139.7 ms [2022-04-18 11:38:08 main:574] : INFO : Epoch 1904 | loss: 0.0311416 | val_loss: 0.0311562 | Time: 1156.09 ms [2022-04-18 11:38:09 main:574] : INFO : Epoch 1905 | loss: 0.031151 | val_loss: 0.0311565 | Time: 1140.84 ms [2022-04-18 11:38:11 main:574] : INFO : Epoch 1906 | loss: 0.0311468 | val_loss: 0.0311549 | Time: 1132.88 ms [2022-04-18 11:38:12 main:574] : INFO : Epoch 1907 | loss: 0.0311434 | val_loss: 0.0311553 | Time: 1152.63 ms [2022-04-18 11:38:13 main:574] : INFO : Epoch 1908 | loss: 0.0311396 | val_loss: 0.0311546 | Time: 1142.84 ms [2022-04-18 11:38:14 main:574] : INFO : Epoch 1909 | loss: 0.0311379 | val_loss: 0.0311535 | Time: 1134.25 ms [2022-04-18 11:38:15 main:574] : INFO : Epoch 1910 | loss: 0.0311364 | val_loss: 0.031154 | Time: 1136.52 ms [2022-04-18 11:38:16 main:574] : INFO : Epoch 1911 | loss: 0.0311372 | val_loss: 0.0311543 | Time: 1135.15 ms [2022-04-18 11:38:18 main:574] : INFO : Epoch 1912 | loss: 0.0311343 | val_loss: 0.0311557 | Time: 1146.41 ms [2022-04-18 11:38:19 main:574] : INFO : Epoch 1913 | loss: 0.0311329 | val_loss: 0.0311595 | Time: 1153.45 ms [2022-04-18 11:38:20 main:574] : INFO : Epoch 1914 | loss: 0.0311386 | val_loss: 0.0311671 | Time: 1152.28 ms [2022-04-18 11:38:21 main:574] : INFO : Epoch 1915 | loss: 0.0311419 | val_loss: 0.0311566 | Time: 1148.5 ms [2022-04-18 11:38:22 main:574] : INFO : Epoch 1916 | loss: 0.031136 | val_loss: 0.0311526 | Time: 1146.09 ms [2022-04-18 11:38:23 main:574] : INFO : Epoch 1917 | loss: 0.0311342 | val_loss: 0.0311555 | Time: 1139.5 ms [2022-04-18 11:38:24 main:574] : INFO : Epoch 1918 | loss: 0.0311338 | val_loss: 0.031152 | Time: 1145.46 ms [2022-04-18 11:38:26 main:574] : INFO : Epoch 1919 | loss: 0.031132 | val_loss: 0.0311547 | Time: 1145.04 ms [2022-04-18 11:38:27 main:574] : INFO : Epoch 1920 | loss: 0.031131 | val_loss: 0.0311564 | Time: 1143.63 ms [2022-04-18 11:38:28 main:574] : INFO : Epoch 1921 | loss: 0.031136 | val_loss: 0.0311616 | Time: 1148.06 ms [2022-04-18 11:38:29 main:574] : INFO : Epoch 1922 | loss: 0.0311335 | val_loss: 0.0311527 | Time: 1141.31 ms [2022-04-18 11:38:30 main:574] : INFO : Epoch 1923 | loss: 0.0311367 | val_loss: 0.0311572 | Time: 1149.24 ms [2022-04-18 11:38:31 main:574] : INFO : Epoch 1924 | loss: 0.0311326 | val_loss: 0.0311558 | Time: 1144.99 ms [2022-04-18 11:38:32 main:574] : INFO : Epoch 1925 | loss: 0.0311314 | val_loss: 0.0311534 | Time: 1141.38 ms [2022-04-18 11:38:34 main:574] : INFO : Epoch 1926 | loss: 0.0311297 | val_loss: 0.0311521 | Time: 1153.34 ms [2022-04-18 11:38:35 main:574] : INFO : Epoch 1927 | loss: 0.031142 | val_loss: 0.0311642 | Time: 1147.33 ms [2022-04-18 11:38:36 main:574] : INFO : Epoch 1928 | loss: 0.0311541 | val_loss: 0.0311602 | Time: 1163.19 ms [2022-04-18 11:38:37 main:574] : INFO : Epoch 1929 | loss: 0.0311537 | val_loss: 0.0311671 | Time: 1149.09 ms [2022-04-18 11:38:38 main:574] : INFO : Epoch 1930 | loss: 0.0311525 | val_loss: 0.0311582 | Time: 1140.66 ms [2022-04-18 11:38:39 main:574] : INFO : Epoch 1931 | loss: 0.0311469 | val_loss: 0.0311568 | Time: 1151.66 ms [2022-04-18 11:38:41 main:574] : INFO : Epoch 1932 | loss: 0.0311449 | val_loss: 0.0311537 | Time: 1146.91 ms [2022-04-18 11:38:42 main:574] : INFO : Epoch 1933 | loss: 0.0311416 | val_loss: 0.0311547 | Time: 1139.64 ms [2022-04-18 11:38:43 main:574] : INFO : Epoch 1934 | loss: 0.0311393 | val_loss: 0.0311553 | Time: 1146.4 ms [2022-04-18 11:38:44 main:574] : INFO : Epoch 1935 | loss: 0.0311405 | val_loss: 0.0311557 | Time: 1156.77 ms [2022-04-18 11:38:45 main:574] : INFO : Epoch 1936 | loss: 0.0311391 | val_loss: 0.0311582 | Time: 1149.76 ms [2022-04-18 11:38:46 main:574] : INFO : Epoch 1937 | loss: 0.0311406 | val_loss: 0.031159 | Time: 1141.33 ms [2022-04-18 11:38:47 main:574] : INFO : Epoch 1938 | loss: 0.0311412 | val_loss: 0.0311597 | Time: 1146.56 ms [2022-04-18 11:38:49 main:574] : INFO : Epoch 1939 | loss: 0.0311395 | val_loss: 0.0311589 | Time: 1136.47 ms [2022-04-18 11:38:50 main:574] : INFO : Epoch 1940 | loss: 0.0311455 | val_loss: 0.0311528 | Time: 1151.88 ms [2022-04-18 11:38:51 main:574] : INFO : Epoch 1941 | loss: 0.0311405 | val_loss: 0.0311567 | Time: 1144.45 ms [2022-04-18 11:38:52 main:574] : INFO : Epoch 1942 | loss: 0.0311358 | val_loss: 0.031158 | Time: 1141.01 ms [2022-04-18 11:38:53 main:574] : INFO : Epoch 1943 | loss: 0.0311418 | val_loss: 0.0311548 | Time: 1142.66 ms [2022-04-18 11:38:54 main:574] : INFO : Epoch 1944 | loss: 0.0311402 | val_loss: 0.0311543 | Time: 1147.39 ms [2022-04-18 11:38:56 main:574] : INFO : Epoch 1945 | loss: 0.0311384 | val_loss: 0.0311526 | Time: 1143.09 ms [2022-04-18 11:38:57 main:574] : INFO : Epoch 1946 | loss: 0.0311374 | val_loss: 0.0311574 | Time: 1156.55 ms [2022-04-18 11:38:58 main:574] : INFO : Epoch 1947 | loss: 0.0311369 | val_loss: 0.0311542 | Time: 1150.46 ms [2022-04-18 11:38:59 main:574] : INFO : Epoch 1948 | loss: 0.0311378 | val_loss: 0.0311562 | Time: 1154.9 ms [2022-04-18 11:39:00 main:574] : INFO : Epoch 1949 | loss: 0.031137 | val_loss: 0.0311558 | Time: 1148.35 ms [2022-04-18 11:39:01 main:574] : INFO : Epoch 1950 | loss: 0.0311361 | val_loss: 0.0311578 | Time: 1136.22 ms [2022-04-18 11:39:02 main:574] : INFO : Epoch 1951 | loss: 0.0311359 | val_loss: 0.031164 | Time: 1136.9 ms [2022-04-18 11:39:04 main:574] : INFO : Epoch 1952 | loss: 0.0311369 | val_loss: 0.0311548 | Time: 1151.73 ms [2022-04-18 11:39:05 main:574] : INFO : Epoch 1953 | loss: 0.0311361 | val_loss: 0.0311551 | Time: 1149.28 ms [2022-04-18 11:39:06 main:574] : INFO : Epoch 1954 | loss: 0.0311361 | val_loss: 0.031156 | Time: 1142.59 ms [2022-04-18 11:39:07 main:574] : INFO : Epoch 1955 | loss: 0.031137 | val_loss: 0.0311552 | Time: 1144.12 ms [2022-04-18 11:39:08 main:574] : INFO : Epoch 1956 | loss: 0.031134 | val_loss: 0.0311548 | Time: 1146.65 ms [2022-04-18 11:39:09 main:574] : INFO : Epoch 1957 | loss: 0.0311339 | val_loss: 0.0311552 | Time: 1145.74 ms [2022-04-18 11:39:11 main:574] : INFO : Epoch 1958 | loss: 0.0311322 | val_loss: 0.0311529 | Time: 1131.56 ms [2022-04-18 11:39:12 main:574] : INFO : Epoch 1959 | loss: 0.0311384 | val_loss: 0.031164 | Time: 1151.93 ms [2022-04-18 11:39:13 main:574] : INFO : Epoch 1960 | loss: 0.0311461 | val_loss: 0.0311571 | Time: 1144.83 ms [2022-04-18 11:39:14 main:574] : INFO : Epoch 1961 | loss: 0.0311419 | val_loss: 0.0311533 | Time: 1141.53 ms [2022-04-18 11:39:15 main:574] : INFO : Epoch 1962 | loss: 0.0311475 | val_loss: 0.0311667 | Time: 1150.67 ms [2022-04-18 11:39:16 main:574] : INFO : Epoch 1963 | loss: 0.0311507 | val_loss: 0.0311645 | Time: 1146.04 ms [2022-04-18 11:39:17 main:574] : INFO : Epoch 1964 | loss: 0.031162 | val_loss: 0.0311706 | Time: 1144.39 ms [2022-04-18 11:39:19 main:574] : INFO : Epoch 1965 | loss: 0.0311579 | val_loss: 0.0311688 | Time: 1144.65 ms [2022-04-18 11:39:20 main:574] : INFO : Epoch 1966 | loss: 0.0311526 | val_loss: 0.0311687 | Time: 1148.2 ms [2022-04-18 11:39:21 main:574] : INFO : Epoch 1967 | loss: 0.0311489 | val_loss: 0.0311643 | Time: 1135.16 ms [2022-04-18 11:39:22 main:574] : INFO : Epoch 1968 | loss: 0.0311479 | val_loss: 0.031166 | Time: 1147.42 ms [2022-04-18 11:39:23 main:574] : INFO : Epoch 1969 | loss: 0.0311463 | val_loss: 0.0311577 | Time: 1152.45 ms [2022-04-18 11:39:24 main:574] : INFO : Epoch 1970 | loss: 0.0311414 | val_loss: 0.0311587 | Time: 1142.2 ms [2022-04-18 11:39:25 main:574] : INFO : Epoch 1971 | loss: 0.0311412 | val_loss: 0.0311593 | Time: 1145.98 ms [2022-04-18 11:39:27 main:574] : INFO : Epoch 1972 | loss: 0.0311427 | val_loss: 0.0311568 | Time: 1140.75 ms [2022-04-18 11:39:28 main:574] : INFO : Epoch 1973 | loss: 0.0311376 | val_loss: 0.0311547 | Time: 1147.54 ms [2022-04-18 11:39:29 main:574] : INFO : Epoch 1974 | loss: 0.0311377 | val_loss: 0.0311567 | Time: 1147.9 ms [2022-04-18 11:39:30 main:574] : INFO : Epoch 1975 | loss: 0.0311353 | val_loss: 0.0311543 | Time: 1135.97 ms [2022-04-18 11:39:31 main:574] : INFO : Epoch 1976 | loss: 0.0311351 | val_loss: 0.0311533 | Time: 1144.49 ms [2022-04-18 11:39:32 main:574] : INFO : Epoch 1977 | loss: 0.0311348 | val_loss: 0.031162 | Time: 1134.28 ms [2022-04-18 11:39:34 main:574] : INFO : Epoch 1978 | loss: 0.0311357 | val_loss: 0.0311552 | Time: 1144.11 ms [2022-04-18 11:39:35 main:574] : INFO : Epoch 1979 | loss: 0.0311341 | val_loss: 0.0311543 | Time: 1146.54 ms [2022-04-18 11:39:36 main:574] : INFO : Epoch 1980 | loss: 0.0311331 | val_loss: 0.0311542 | Time: 1153.44 ms [2022-04-18 11:39:37 main:574] : INFO : Epoch 1981 | loss: 0.0311329 | val_loss: 0.0311538 | Time: 1136.62 ms [2022-04-18 11:39:38 main:574] : INFO : Epoch 1982 | loss: 0.0311329 | val_loss: 0.0311554 | Time: 1127.37 ms [2022-04-18 11:39:39 main:574] : INFO : Epoch 1983 | loss: 0.031134 | val_loss: 0.0311533 | Time: 1151.3 ms [2022-04-18 11:39:40 main:574] : INFO : Epoch 1984 | loss: 0.0311337 | val_loss: 0.0311543 | Time: 1156.13 ms [2022-04-18 11:39:42 main:574] : INFO : Epoch 1985 | loss: 0.031131 | val_loss: 0.0311628 | Time: 1145.25 ms [2022-04-18 11:39:43 main:574] : INFO : Epoch 1986 | loss: 0.0311342 | val_loss: 0.0311545 | Time: 1143.77 ms [2022-04-18 11:39:44 main:574] : INFO : Epoch 1987 | loss: 0.0311302 | val_loss: 0.0311548 | Time: 1147.35 ms [2022-04-18 11:39:45 main:574] : INFO : Epoch 1988 | loss: 0.0311297 | val_loss: 0.0311553 | Time: 1170.09 ms [2022-04-18 11:39:46 main:574] : INFO : Epoch 1989 | loss: 0.0311292 | val_loss: 0.031158 | Time: 1146.75 ms [2022-04-18 11:39:47 main:574] : INFO : Epoch 1990 | loss: 0.0311297 | val_loss: 0.0311566 | Time: 1144.55 ms [2022-04-18 11:39:49 main:574] : INFO : Epoch 1991 | loss: 0.03113 | val_loss: 0.0311579 | Time: 1153.53 ms [2022-04-18 11:39:50 main:574] : INFO : Epoch 1992 | loss: 0.0311308 | val_loss: 0.031156 | Time: 1136.69 ms [2022-04-18 11:39:51 main:574] : INFO : Epoch 1993 | loss: 0.0311282 | val_loss: 0.0311544 | Time: 1138.29 ms [2022-04-18 11:39:52 main:574] : INFO : Epoch 1994 | loss: 0.031129 | val_loss: 0.0311583 | Time: 1136.3 ms [2022-04-18 11:39:53 main:574] : INFO : Epoch 1995 | loss: 0.0311288 | val_loss: 0.0311564 | Time: 1147.52 ms [2022-04-18 11:39:54 main:574] : INFO : Epoch 1996 | loss: 0.0311304 | val_loss: 0.0311568 | Time: 1149.55 ms [2022-04-18 11:39:55 main:574] : INFO : Epoch 1997 | loss: 0.03113 | val_loss: 0.0311574 | Time: 1147.58 ms [2022-04-18 11:39:57 main:574] : INFO : Epoch 1998 | loss: 0.0311325 | val_loss: 0.0311575 | Time: 1143.67 ms [2022-04-18 11:39:58 main:574] : INFO : Epoch 1999 | loss: 0.0311285 | val_loss: 0.0311591 | Time: 1151.64 ms [2022-04-18 11:39:59 main:574] : INFO : Epoch 2000 | loss: 0.031128 | val_loss: 0.0311623 | Time: 1143.7 ms [2022-04-18 11:40:00 main:574] : INFO : Epoch 2001 | loss: 0.0311288 | val_loss: 0.0311556 | Time: 1139.81 ms [2022-04-18 11:40:01 main:574] : INFO : Epoch 2002 | loss: 0.0311286 | val_loss: 0.0311535 | Time: 1141.05 ms [2022-04-18 11:40:02 main:574] : INFO : Epoch 2003 | loss: 0.0311295 | val_loss: 0.0311566 | Time: 1134.34 ms [2022-04-18 11:40:03 main:574] : INFO : Epoch 2004 | loss: 0.0311298 | val_loss: 0.0311587 | Time: 1142.68 ms [2022-04-18 11:40:05 main:574] : INFO : Epoch 2005 | loss: 0.0311335 | val_loss: 0.0311605 | Time: 1147.05 ms [2022-04-18 11:40:06 main:574] : INFO : Epoch 2006 | loss: 0.0311341 | val_loss: 0.0311585 | Time: 1148.35 ms [2022-04-18 11:40:07 main:574] : INFO : Epoch 2007 | loss: 0.0311325 | val_loss: 0.0311603 | Time: 1154.75 ms [2022-04-18 11:40:08 main:574] : INFO : Epoch 2008 | loss: 0.0311358 | val_loss: 0.031157 | Time: 1157.85 ms [2022-04-18 11:40:09 main:574] : INFO : Epoch 2009 | loss: 0.0311322 | val_loss: 0.0311583 | Time: 1144.35 ms [2022-04-18 11:40:10 main:574] : INFO : Epoch 2010 | loss: 0.0311322 | val_loss: 0.0311584 | Time: 1148.98 ms [2022-04-18 11:40:12 main:574] : INFO : Epoch 2011 | loss: 0.0311326 | val_loss: 0.0311649 | Time: 1153.98 ms [2022-04-18 11:40:13 main:574] : INFO : Epoch 2012 | loss: 0.0311355 | val_loss: 0.0311618 | Time: 1162.97 ms [2022-04-18 11:40:14 main:574] : INFO : Epoch 2013 | loss: 0.0311304 | val_loss: 0.031158 | Time: 1138.79 ms [2022-04-18 11:40:15 main:574] : INFO : Epoch 2014 | loss: 0.0311312 | val_loss: 0.0311633 | Time: 1140.43 ms [2022-04-18 11:40:16 main:574] : INFO : Epoch 2015 | loss: 0.0311293 | val_loss: 0.0311594 | Time: 1143.61 ms [2022-04-18 11:40:17 main:574] : INFO : Epoch 2016 | loss: 0.0311279 | val_loss: 0.0311573 | Time: 1145.24 ms [2022-04-18 11:40:18 main:574] : INFO : Epoch 2017 | loss: 0.0311277 | val_loss: 0.0311564 | Time: 1137.89 ms [2022-04-18 11:40:20 main:574] : INFO : Epoch 2018 | loss: 0.0311297 | val_loss: 0.0311705 | Time: 1150.86 ms [2022-04-18 11:40:21 main:574] : INFO : Epoch 2019 | loss: 0.0311296 | val_loss: 0.0311662 | Time: 1141.94 ms [2022-04-18 11:40:22 main:574] : INFO : Epoch 2020 | loss: 0.0311319 | val_loss: 0.0311591 | Time: 1152.42 ms [2022-04-18 11:40:23 main:574] : INFO : Epoch 2021 | loss: 0.0311328 | val_loss: 0.0311543 | Time: 1151.39 ms [2022-04-18 11:40:24 main:574] : INFO : Epoch 2022 | loss: 0.0311306 | val_loss: 0.0311563 | Time: 1153.05 ms [2022-04-18 11:40:25 main:574] : INFO : Epoch 2023 | loss: 0.0311294 | val_loss: 0.0311582 | Time: 1150.72 ms [2022-04-18 11:40:27 main:574] : INFO : Epoch 2024 | loss: 0.0311299 | val_loss: 0.0311616 | Time: 1139.69 ms [2022-04-18 11:40:28 main:574] : INFO : Epoch 2025 | loss: 0.0311287 | val_loss: 0.0311578 | Time: 1138.03 ms [2022-04-18 11:40:29 main:574] : INFO : Epoch 2026 | loss: 0.0311259 | val_loss: 0.0311571 | Time: 1143.29 ms [2022-04-18 11:40:30 main:574] : INFO : Epoch 2027 | loss: 0.0311266 | val_loss: 0.0311547 | Time: 1149.32 ms [2022-04-18 11:40:31 main:574] : INFO : Epoch 2028 | loss: 0.0311334 | val_loss: 0.0311566 | Time: 1144.28 ms [2022-04-18 11:40:32 main:574] : INFO : Epoch 2029 | loss: 0.0311366 | val_loss: 0.0311695 | Time: 1141.75 ms [2022-04-18 11:40:33 main:574] : INFO : Epoch 2030 | loss: 0.0311395 | val_loss: 0.0311663 | Time: 1176.61 ms [2022-04-18 11:40:35 main:574] : INFO : Epoch 2031 | loss: 0.0311351 | val_loss: 0.0311571 | Time: 1142.08 ms [2022-04-18 11:40:36 main:574] : INFO : Epoch 2032 | loss: 0.0311304 | val_loss: 0.0311593 | Time: 1146.8 ms [2022-04-18 11:40:37 main:574] : INFO : Epoch 2033 | loss: 0.0311306 | val_loss: 0.0311563 | Time: 1146.12 ms [2022-04-18 11:40:38 main:574] : INFO : Epoch 2034 | loss: 0.0311283 | val_loss: 0.0311588 | Time: 1141.54 ms [2022-04-18 11:40:39 main:574] : INFO : Epoch 2035 | loss: 0.0311278 | val_loss: 0.0311612 | Time: 1145.02 ms [2022-04-18 11:40:40 main:574] : INFO : Epoch 2036 | loss: 0.0311274 | val_loss: 0.0311557 | Time: 1141.81 ms [2022-04-18 11:40:41 main:574] : INFO : Epoch 2037 | loss: 0.0311285 | val_loss: 0.0311593 | Time: 1132.1 ms [2022-04-18 11:40:43 main:574] : INFO : Epoch 2038 | loss: 0.0311272 | val_loss: 0.0311644 | Time: 1140.28 ms [2022-04-18 11:40:44 main:574] : INFO : Epoch 2039 | loss: 0.0311265 | val_loss: 0.0311568 | Time: 1146.63 ms [2022-04-18 11:40:45 main:574] : INFO : Epoch 2040 | loss: 0.0311275 | val_loss: 0.0311696 | Time: 1154.44 ms [2022-04-18 11:40:46 main:574] : INFO : Epoch 2041 | loss: 0.0311287 | val_loss: 0.0311636 | Time: 1158.13 ms [2022-04-18 11:40:47 main:574] : INFO : Epoch 2042 | loss: 0.0311262 | val_loss: 0.0311572 | Time: 1153.68 ms [2022-04-18 11:40:48 main:574] : INFO : Epoch 2043 | loss: 0.0311315 | val_loss: 0.0311581 | Time: 1145.5 ms [2022-04-18 11:40:50 main:574] : INFO : Epoch 2044 | loss: 0.0311336 | val_loss: 0.0311578 | Time: 1145.67 ms [2022-04-18 11:40:51 main:574] : INFO : Epoch 2045 | loss: 0.0311375 | val_loss: 0.03116 | Time: 1147.36 ms [2022-04-18 11:40:52 main:574] : INFO : Epoch 2046 | loss: 0.0311474 | val_loss: 0.0311694 | Time: 1145.58 ms [2022-04-18 11:40:53 main:574] : INFO : Epoch 2047 | loss: 0.031143 | val_loss: 0.0311594 | Time: 1149.39 ms [2022-04-18 11:40:54 main:574] : INFO : Epoch 2048 | loss: 0.0311371 | val_loss: 0.031159 | Time: 1139.13 ms [2022-04-18 11:40:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031159 [2022-04-18 11:40:54 main:603] : INFO : Saving end state to config to file [2022-04-18 11:40:54 main:608] : INFO : Success, exiting.. 11:40:54 (9576): 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)