Task 14624341
| Name | ParityModified-1647049104-18678-3-0_1 |
| Workunit | 11575417 |
| Created | 18 Apr 2022, 22:15:18 UTC |
| Sent | 18 Apr 2022, 22:15:53 UTC |
| Report deadline | 26 Apr 2022, 22:15:53 UTC |
| Received | 24 Apr 2022, 15:34:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11597 |
| Run time | 1 hours 24 min 9 sec |
| CPU time | 1 hours 23 min 56 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 3,095.72 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.42 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.16</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311687 | val_loss: 0.0311728 | Time: 2449.77 ms [2022-04-24 09:12:18 main:581] : INFO : Epoch 1539 | loss: 0.0311661 | val_loss: 0.031172 | Time: 2445.79 ms [2022-04-24 09:12:20 main:581] : INFO : Epoch 1540 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 2451.45 ms [2022-04-24 09:12:22 main:581] : INFO : Epoch 1541 | loss: 0.031168 | val_loss: 0.0311749 | Time: 2449.24 ms [2022-04-24 09:12:25 main:581] : INFO : Epoch 1542 | loss: 0.0311676 | val_loss: 0.0311736 | Time: 2447.94 ms [2022-04-24 09:12:27 main:581] : INFO : Epoch 1543 | loss: 0.0311686 | val_loss: 0.0311723 | Time: 2447.91 ms [2022-04-24 09:12:30 main:581] : INFO : Epoch 1544 | loss: 0.0311676 | val_loss: 0.031174 | Time: 2444.6 ms [2022-04-24 09:12:32 main:581] : INFO : Epoch 1545 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 2452.36 ms [2022-04-24 09:12:35 main:581] : INFO : Epoch 1546 | loss: 0.0311695 | val_loss: 0.0311775 | Time: 2448.32 ms [2022-04-24 09:12:37 main:581] : INFO : Epoch 1547 | loss: 0.0311746 | val_loss: 0.0311734 | Time: 2448.9 ms [2022-04-24 09:12:40 main:581] : INFO : Epoch 1548 | loss: 0.0311723 | val_loss: 0.0311769 | Time: 2446.96 ms [2022-04-24 09:12:42 main:581] : INFO : Epoch 1549 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 2448.47 ms [2022-04-24 09:12:44 main:581] : INFO : Epoch 1550 | loss: 0.0311727 | val_loss: 0.0311781 | Time: 2447.43 ms [2022-04-24 09:12:47 main:581] : INFO : Epoch 1551 | loss: 0.0311702 | val_loss: 0.031173 | Time: 2445.45 ms [2022-04-24 09:12:49 main:581] : INFO : Epoch 1552 | loss: 0.0311698 | val_loss: 0.0311752 | Time: 2443.8 ms [2022-04-24 09:12:52 main:581] : INFO : Epoch 1553 | loss: 0.0311706 | val_loss: 0.031174 | Time: 2452.07 ms [2022-04-24 09:12:54 main:581] : INFO : Epoch 1554 | loss: 0.0311706 | val_loss: 0.0311748 | Time: 2447.49 ms [2022-04-24 09:12:57 main:581] : INFO : Epoch 1555 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 2446.02 ms [2022-04-24 09:12:59 main:581] : INFO : Epoch 1556 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 2448.72 ms [2022-04-24 09:13:02 main:581] : INFO : Epoch 1557 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 2451.73 ms [2022-04-24 09:13:04 main:581] : INFO : Epoch 1558 | loss: 0.0311687 | val_loss: 0.0311772 | Time: 2451.7 ms [2022-04-24 09:13:06 main:581] : INFO : Epoch 1559 | loss: 0.0311696 | val_loss: 0.0311721 | Time: 2445.57 ms [2022-04-24 09:13:09 main:581] : INFO : Epoch 1560 | loss: 0.0311701 | val_loss: 0.0311735 | Time: 2444.07 ms [2022-04-24 09:13:11 main:581] : INFO : Epoch 1561 | loss: 0.0311672 | val_loss: 0.0311742 | Time: 2443.79 ms [2022-04-24 09:13:14 main:581] : INFO : Epoch 1562 | loss: 0.0311683 | val_loss: 0.0311745 | Time: 2451.05 ms [2022-04-24 09:13:16 main:581] : INFO : Epoch 1563 | loss: 0.0311703 | val_loss: 0.0311727 | Time: 2448.26 ms [2022-04-24 09:13:19 main:581] : INFO : Epoch 1564 | loss: 0.0311671 | val_loss: 0.0311754 | Time: 2445.47 ms [2022-04-24 09:13:21 main:581] : INFO : Epoch 1565 | loss: 0.0311687 | val_loss: 0.0311726 | Time: 2450.51 ms [2022-04-24 09:13:24 main:581] : INFO : Epoch 1566 | loss: 0.0311676 | val_loss: 0.031174 | Time: 2448.12 ms [2022-04-24 09:13:26 main:581] : INFO : Epoch 1567 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 2450.04 ms [2022-04-24 09:13:29 main:581] : INFO : Epoch 1568 | loss: 0.031167 | val_loss: 0.0311745 | Time: 2447.12 ms [2022-04-24 09:13:31 main:581] : INFO : Epoch 1569 | loss: 0.0311671 | val_loss: 0.0311728 | Time: 2451.61 ms [2022-04-24 09:13:33 main:581] : INFO : Epoch 1570 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 2449.74 ms [2022-04-24 09:13:36 main:581] : INFO : Epoch 1571 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 2450.44 ms [2022-04-24 09:13:38 main:581] : INFO : Epoch 1572 | loss: 0.031166 | val_loss: 0.0311721 | Time: 2452.72 ms [2022-04-24 09:13:41 main:581] : INFO : Epoch 1573 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 2446.56 ms [2022-04-24 09:13:43 main:581] : INFO : Epoch 1574 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 2445.5 ms [2022-04-24 09:13:46 main:581] : INFO : Epoch 1575 | loss: 0.0311678 | val_loss: 0.0311779 | Time: 2452.47 ms [2022-04-24 09:13:48 main:581] : INFO : Epoch 1576 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 2446.98 ms [2022-04-24 09:13:51 main:581] : INFO : Epoch 1577 | loss: 0.031168 | val_loss: 0.0311728 | Time: 2451.7 ms [2022-04-24 09:13:53 main:581] : INFO : Epoch 1578 | loss: 0.0311666 | val_loss: 0.031174 | Time: 2449.05 ms [2022-04-24 09:13:55 main:581] : INFO : Epoch 1579 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 2445.21 ms [2022-04-24 09:13:58 main:581] : INFO : Epoch 1580 | loss: 0.0311714 | val_loss: 0.0311717 | Time: 2450.75 ms [2022-04-24 09:14:00 main:581] : INFO : Epoch 1581 | loss: 0.0311698 | val_loss: 0.0311721 | Time: 2448.62 ms [2022-04-24 09:14:03 main:581] : INFO : Epoch 1582 | loss: 0.0311674 | val_loss: 0.0311729 | Time: 2449.01 ms [2022-04-24 09:14:05 main:581] : INFO : Epoch 1583 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 2448.95 ms [2022-04-24 09:14:08 main:581] : INFO : Epoch 1584 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 2444.77 ms [2022-04-24 09:14:10 main:581] : INFO : Epoch 1585 | loss: 0.0311662 | val_loss: 0.0311765 | Time: 2446.45 ms [2022-04-24 09:14:13 main:581] : INFO : Epoch 1586 | loss: 0.0311673 | val_loss: 0.0311735 | Time: 2452.13 ms [2022-04-24 09:14:15 main:581] : INFO : Epoch 1587 | loss: 0.0311662 | val_loss: 0.0311715 | Time: 2449.56 ms [2022-04-24 09:14:18 main:581] : INFO : Epoch 1588 | loss: 0.0311683 | val_loss: 0.0311738 | Time: 2451.83 ms [2022-04-24 09:14:20 main:581] : INFO : Epoch 1589 | loss: 0.0311665 | val_loss: 0.0311718 | Time: 2447.48 ms [2022-04-24 09:14:22 main:581] : INFO : Epoch 1590 | loss: 0.0311648 | val_loss: 0.0311718 | Time: 2452.43 ms [2022-04-24 09:14:25 main:581] : INFO : Epoch 1591 | loss: 0.0311647 | val_loss: 0.0311717 | Time: 2449.14 ms [2022-04-24 09:14:27 main:581] : INFO : Epoch 1592 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 2450.75 ms [2022-04-24 09:14:30 main:581] : INFO : Epoch 1593 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 2447.51 ms [2022-04-24 09:14:32 main:581] : INFO : Epoch 1594 | loss: 0.0311639 | val_loss: 0.0311743 | Time: 2446.35 ms [2022-04-24 09:14:35 main:581] : INFO : Epoch 1595 | loss: 0.0311696 | val_loss: 0.0311823 | Time: 2447.54 ms [2022-04-24 09:14:37 main:581] : INFO : Epoch 1596 | loss: 0.0311739 | val_loss: 0.0311743 | Time: 2447.83 ms [2022-04-24 09:14:40 main:581] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 2446.1 ms [2022-04-24 09:14:42 main:581] : INFO : Epoch 1598 | loss: 0.0311675 | val_loss: 0.0311733 | Time: 2444.5 ms [2022-04-24 09:14:44 main:581] : INFO : Epoch 1599 | loss: 0.0311691 | val_loss: 0.0311735 | Time: 2452.47 ms [2022-04-24 09:14:47 main:581] : INFO : Epoch 1600 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 2446.65 ms [2022-04-24 09:14:49 main:581] : INFO : Epoch 1601 | loss: 0.0311664 | val_loss: 0.0311731 | Time: 2447.11 ms [2022-04-24 09:14:52 main:581] : INFO : Epoch 1602 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2450.28 ms [2022-04-24 09:14:54 main:581] : INFO : Epoch 1603 | loss: 0.0311653 | val_loss: 0.031173 | Time: 2446.67 ms [2022-04-24 09:14:57 main:581] : INFO : Epoch 1604 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 2443.27 ms [2022-04-24 09:14:59 main:581] : INFO : Epoch 1605 | loss: 0.0311639 | val_loss: 0.031171 | Time: 2451.69 ms [2022-04-24 09:15:02 main:581] : INFO : Epoch 1606 | loss: 0.0311658 | val_loss: 0.0311739 | Time: 2447.84 ms [2022-04-24 09:15:04 main:581] : INFO : Epoch 1607 | loss: 0.0311671 | val_loss: 0.0311714 | Time: 2444.12 ms [2022-04-24 09:15:06 main:581] : INFO : Epoch 1608 | loss: 0.0311649 | val_loss: 0.0311744 | Time: 2449.21 ms [2022-04-24 09:15:09 main:581] : INFO : Epoch 1609 | loss: 0.0311646 | val_loss: 0.0311715 | Time: 2449.25 ms [2022-04-24 09:15:11 main:581] : INFO : Epoch 1610 | loss: 0.0311646 | val_loss: 0.0311721 | Time: 2445.95 ms [2022-04-24 09:15:14 main:581] : INFO : Epoch 1611 | loss: 0.0311662 | val_loss: 0.031173 | Time: 2445.95 ms [2022-04-24 09:15:16 main:581] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311743 | Time: 2448.99 ms [2022-04-24 09:15:19 main:581] : INFO : Epoch 1613 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 2447.98 ms [2022-04-24 09:15:21 main:581] : INFO : Epoch 1614 | loss: 0.0311633 | val_loss: 0.0311718 | Time: 2446.16 ms [2022-04-24 09:15:24 main:581] : INFO : Epoch 1615 | loss: 0.031164 | val_loss: 0.0311734 | Time: 2451.21 ms [2022-04-24 09:15:26 main:581] : INFO : Epoch 1616 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 2447.92 ms [2022-04-24 09:15:29 main:581] : INFO : Epoch 1617 | loss: 0.031163 | val_loss: 0.0311722 | Time: 2451.72 ms [2022-04-24 09:15:31 main:581] : INFO : Epoch 1618 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 2445.32 ms [2022-04-24 09:15:33 main:581] : INFO : Epoch 1619 | loss: 0.0311629 | val_loss: 0.0311716 | Time: 2444.6 ms [2022-04-24 09:15:36 main:581] : INFO : Epoch 1620 | loss: 0.0311627 | val_loss: 0.0311719 | Time: 2447.08 ms [2022-04-24 09:15:38 main:581] : INFO : Epoch 1621 | loss: 0.031164 | val_loss: 0.0311721 | Time: 2450 ms [2022-04-24 09:15:41 main:581] : INFO : Epoch 1622 | loss: 0.0311622 | val_loss: 0.0311711 | Time: 2449.26 ms [2022-04-24 09:15:43 main:581] : INFO : Epoch 1623 | loss: 0.0311623 | val_loss: 0.0311763 | Time: 2448.12 ms [2022-04-24 09:15:46 main:581] : INFO : Epoch 1624 | loss: 0.0311643 | val_loss: 0.0311733 | Time: 2453.41 ms [2022-04-24 09:15:48 main:581] : INFO : Epoch 1625 | loss: 0.0311626 | val_loss: 0.031175 | Time: 2447.51 ms [2022-04-24 09:15:51 main:581] : INFO : Epoch 1626 | loss: 0.031162 | val_loss: 0.031171 | Time: 2447.43 ms [2022-04-24 09:15:53 main:581] : INFO : Epoch 1627 | loss: 0.0311614 | val_loss: 0.0311732 | Time: 2445.63 ms [2022-04-24 09:15:55 main:581] : INFO : Epoch 1628 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 2450.46 ms [2022-04-24 09:15:58 main:581] : INFO : Epoch 1629 | loss: 0.0311657 | val_loss: 0.0311779 | Time: 2450.04 ms [2022-04-24 09:16:00 main:581] : INFO : Epoch 1630 | loss: 0.031165 | val_loss: 0.0311839 | Time: 2453.9 ms [2022-04-24 09:16:03 main:581] : INFO : Epoch 1631 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 2447.07 ms [2022-04-24 09:16:05 main:581] : INFO : Epoch 1632 | loss: 0.031165 | val_loss: 0.0311762 | Time: 2448.81 ms [2022-04-24 09:16:08 main:581] : INFO : Epoch 1633 | loss: 0.0311608 | val_loss: 0.0311747 | Time: 2447.82 ms [2022-04-24 09:16:10 main:581] : INFO : Epoch 1634 | loss: 0.0311628 | val_loss: 0.0311736 | Time: 2450.23 ms [2022-04-24 09:16:13 main:581] : INFO : Epoch 1635 | loss: 0.0311637 | val_loss: 0.031173 | Time: 2445.11 ms [2022-04-24 09:16:15 main:581] : INFO : Epoch 1636 | loss: 0.0311622 | val_loss: 0.0311796 | Time: 2448.82 ms [2022-04-24 09:16:18 main:581] : INFO : Epoch 1637 | loss: 0.0311693 | val_loss: 0.0311732 | Time: 2452.72 ms [2022-04-24 09:16:20 main:581] : INFO : Epoch 1638 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 2447.66 ms [2022-04-24 09:16:22 main:581] : INFO : Epoch 1639 | loss: 0.03117 | val_loss: 0.0311748 | Time: 2447.55 ms [2022-04-24 09:16:25 main:581] : INFO : Epoch 1640 | loss: 0.0311681 | val_loss: 0.0311731 | Time: 2442.83 ms [2022-04-24 09:16:27 main:581] : INFO : Epoch 1641 | loss: 0.0311689 | val_loss: 0.0311725 | Time: 2452.11 ms [2022-04-24 09:16:30 main:581] : INFO : Epoch 1642 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 2448.17 ms [2022-04-24 09:16:32 main:581] : INFO : Epoch 1643 | loss: 0.0311672 | val_loss: 0.031173 | Time: 2445.89 ms [2022-04-24 09:16:35 main:581] : INFO : Epoch 1644 | loss: 0.031168 | val_loss: 0.0311761 | Time: 2443.71 ms [2022-04-24 09:16:37 main:581] : INFO : Epoch 1645 | loss: 0.0311696 | val_loss: 0.0311777 | Time: 2449.89 ms [2022-04-24 09:16:40 main:581] : INFO : Epoch 1646 | loss: 0.0311668 | val_loss: 0.0311717 | Time: 2445.9 ms [2022-04-24 09:16:42 main:581] : INFO : Epoch 1647 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 2446.44 ms [2022-04-24 09:16:44 main:581] : INFO : Epoch 1648 | loss: 0.0311644 | val_loss: 0.0311715 | Time: 2445.87 ms [2022-04-24 09:16:47 main:581] : INFO : Epoch 1649 | loss: 0.0311648 | val_loss: 0.031173 | Time: 2450.6 ms [2022-04-24 09:16:49 main:581] : INFO : Epoch 1650 | loss: 0.0311662 | val_loss: 0.0311733 | Time: 2443.6 ms [2022-04-24 09:16:52 main:581] : INFO : Epoch 1651 | loss: 0.0311649 | val_loss: 0.0311721 | Time: 2450.03 ms [2022-04-24 09:16:54 main:581] : INFO : Epoch 1652 | loss: 0.0311639 | val_loss: 0.031173 | Time: 2446.31 ms [2022-04-24 09:16:57 main:581] : INFO : Epoch 1653 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 2446.53 ms [2022-04-24 09:16:59 main:581] : INFO : Epoch 1654 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 2444.67 ms [2022-04-24 09:17:02 main:581] : INFO : Epoch 1655 | loss: 0.0311631 | val_loss: 0.0311736 | Time: 2458.27 ms [2022-04-24 09:17:04 main:581] : INFO : Epoch 1656 | loss: 0.0311644 | val_loss: 0.0311747 | Time: 2446.46 ms [2022-04-24 09:17:06 main:581] : INFO : Epoch 1657 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 2449.5 ms [2022-04-24 09:17:09 main:581] : INFO : Epoch 1658 | loss: 0.0311628 | val_loss: 0.0311692 | Time: 2444.73 ms [2022-04-24 09:17:11 main:581] : INFO : Epoch 1659 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 2447.51 ms [2022-04-24 09:17:14 main:581] : INFO : Epoch 1660 | loss: 0.0311619 | val_loss: 0.031173 | Time: 2444.14 ms [2022-04-24 09:17:16 main:581] : INFO : Epoch 1661 | loss: 0.0311617 | val_loss: 0.0311694 | Time: 2448.14 ms [2022-04-24 09:17:19 main:581] : INFO : Epoch 1662 | loss: 0.0311637 | val_loss: 0.0311701 | Time: 2447.99 ms [2022-04-24 09:17:21 main:581] : INFO : Epoch 1663 | loss: 0.0311624 | val_loss: 0.0311689 | Time: 2445.07 ms [2022-04-24 09:17:24 main:581] : INFO : Epoch 1664 | loss: 0.0311628 | val_loss: 0.0311774 | Time: 2449.63 ms [2022-04-24 09:17:26 main:581] : INFO : Epoch 1665 | loss: 0.0311666 | val_loss: 0.0311713 | Time: 2448.69 ms [2022-04-24 09:17:28 main:581] : INFO : Epoch 1666 | loss: 0.0311638 | val_loss: 0.0311747 | Time: 2444.85 ms [2022-04-24 09:17:31 main:581] : INFO : Epoch 1667 | loss: 0.0311636 | val_loss: 0.0311677 | Time: 2445.37 ms [2022-04-24 09:17:33 main:581] : INFO : Epoch 1668 | loss: 0.0311633 | val_loss: 0.0311748 | Time: 2447.27 ms [2022-04-24 09:17:36 main:581] : INFO : Epoch 1669 | loss: 0.0311624 | val_loss: 0.0311706 | Time: 2444.55 ms [2022-04-24 09:17:38 main:581] : INFO : Epoch 1670 | loss: 0.0311602 | val_loss: 0.0311681 | Time: 2445.4 ms [2022-04-24 09:17:41 main:581] : INFO : Epoch 1671 | loss: 0.0311603 | val_loss: 0.0311713 | Time: 2448.79 ms [2022-04-24 09:17:43 main:581] : INFO : Epoch 1672 | loss: 0.0311609 | val_loss: 0.0311713 | Time: 2446.81 ms [2022-04-24 09:17:46 main:581] : INFO : Epoch 1673 | loss: 0.0311619 | val_loss: 0.0311743 | Time: 2446.97 ms [2022-04-24 09:17:48 main:581] : INFO : Epoch 1674 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 2446.68 ms [2022-04-24 09:17:51 main:581] : INFO : Epoch 1675 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 2448.45 ms [2022-04-24 09:17:53 main:581] : INFO : Epoch 1676 | loss: 0.0311622 | val_loss: 0.0311695 | Time: 2451.45 ms [2022-04-24 09:17:55 main:581] : INFO : Epoch 1677 | loss: 0.0311629 | val_loss: 0.0311693 | Time: 2449.31 ms [2022-04-24 09:17:58 main:581] : INFO : Epoch 1678 | loss: 0.0311652 | val_loss: 0.0311687 | Time: 2447.46 ms [2022-04-24 09:18:00 main:581] : INFO : Epoch 1679 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2447.45 ms [2022-04-24 09:18:03 main:581] : INFO : Epoch 1680 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 2452.3 ms [2022-04-24 09:18:05 main:581] : INFO : Epoch 1681 | loss: 0.0311617 | val_loss: 0.0311692 | Time: 2449.63 ms [2022-04-24 09:18:08 main:581] : INFO : Epoch 1682 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 2445.8 ms [2022-04-24 09:18:10 main:581] : INFO : Epoch 1683 | loss: 0.0311613 | val_loss: 0.0311691 | Time: 2449.9 ms [2022-04-24 09:18:13 main:581] : INFO : Epoch 1684 | loss: 0.0311626 | val_loss: 0.031173 | Time: 2448.89 ms [2022-04-24 09:18:15 main:581] : INFO : Epoch 1685 | loss: 0.0311655 | val_loss: 0.0311719 | Time: 2450.16 ms [2022-04-24 09:18:17 main:581] : INFO : Epoch 1686 | loss: 0.0311651 | val_loss: 0.0311704 | Time: 2448.07 ms [2022-04-24 09:18:20 main:581] : INFO : Epoch 1687 | loss: 0.0311623 | val_loss: 0.0311689 | Time: 2451.9 ms [2022-04-24 09:18:22 main:581] : INFO : Epoch 1688 | loss: 0.031165 | val_loss: 0.0311667 | Time: 2447.97 ms [2022-04-24 09:18:25 main:581] : INFO : Epoch 1689 | loss: 0.031163 | val_loss: 0.0311729 | Time: 2451.42 ms [2022-04-24 09:18:27 main:581] : INFO : Epoch 1690 | loss: 0.0311623 | val_loss: 0.0311709 | Time: 2451.8 ms [2022-04-24 09:18:30 main:581] : INFO : Epoch 1691 | loss: 0.0311647 | val_loss: 0.0311792 | Time: 2443.21 ms [2022-04-24 09:18:32 main:581] : INFO : Epoch 1692 | loss: 0.0311688 | val_loss: 0.0311702 | Time: 2448.22 ms [2022-04-24 09:18:35 main:581] : INFO : Epoch 1693 | loss: 0.0311653 | val_loss: 0.0311712 | Time: 2448.96 ms [2022-04-24 09:18:37 main:581] : INFO : Epoch 1694 | loss: 0.0311644 | val_loss: 0.0311703 | Time: 2448.52 ms [2022-04-24 09:18:39 main:581] : INFO : Epoch 1695 | loss: 0.0311642 | val_loss: 0.0311756 | Time: 2452.64 ms [2022-04-24 09:18:42 main:581] : INFO : Epoch 1696 | loss: 0.031164 | val_loss: 0.0311696 | Time: 2448.09 ms [2022-04-24 09:18:44 main:581] : INFO : Epoch 1697 | loss: 0.0311636 | val_loss: 0.0311796 | Time: 2445.48 ms [2022-04-24 09:18:47 main:581] : INFO : Epoch 1698 | loss: 0.0311656 | val_loss: 0.031169 | Time: 2451.01 ms [2022-04-24 09:18:49 main:581] : INFO : Epoch 1699 | loss: 0.0311625 | val_loss: 0.0311684 | Time: 2448.82 ms [2022-04-24 09:18:52 main:581] : INFO : Epoch 1700 | loss: 0.0311764 | val_loss: 0.0311892 | Time: 2451.52 ms [2022-04-24 09:18:54 main:581] : INFO : Epoch 1701 | loss: 0.031179 | val_loss: 0.0311773 | Time: 2449.14 ms [2022-04-24 09:18:57 main:581] : INFO : Epoch 1702 | loss: 0.031176 | val_loss: 0.0311764 | Time: 2443.89 ms [2022-04-24 09:18:59 main:581] : INFO : Epoch 1703 | loss: 0.0311741 | val_loss: 0.0311756 | Time: 2445.16 ms [2022-04-24 09:19:02 main:581] : INFO : Epoch 1704 | loss: 0.0311731 | val_loss: 0.0311739 | Time: 2454.49 ms [2022-04-24 09:19:04 main:581] : INFO : Epoch 1705 | loss: 0.031173 | val_loss: 0.0311758 | Time: 2449.25 ms [2022-04-24 09:19:06 main:581] : INFO : Epoch 1706 | loss: 0.0311719 | val_loss: 0.0311757 | Time: 2448.35 ms [2022-04-24 09:19:09 main:581] : INFO : Epoch 1707 | loss: 0.0311724 | val_loss: 0.0311745 | Time: 2446.83 ms [2022-04-24 09:19:11 main:581] : INFO : Epoch 1708 | loss: 0.0311717 | val_loss: 0.0311729 | Time: 2447.91 ms [2022-04-24 09:19:14 main:581] : INFO : Epoch 1709 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 2447.43 ms [2022-04-24 09:19:16 main:581] : INFO : Epoch 1710 | loss: 0.0311708 | val_loss: 0.0311727 | Time: 2454.77 ms [2022-04-24 09:19:19 main:581] : INFO : Epoch 1711 | loss: 0.0311697 | val_loss: 0.0311729 | Time: 2448.62 ms [2022-04-24 09:19:21 main:581] : INFO : Epoch 1712 | loss: 0.0311701 | val_loss: 0.0311724 | Time: 2447.71 ms [2022-04-24 09:19:24 main:581] : INFO : Epoch 1713 | loss: 0.0311716 | val_loss: 0.0311725 | Time: 2448.53 ms [2022-04-24 09:19:26 main:581] : INFO : Epoch 1714 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 2449.17 ms [2022-04-24 09:19:28 main:581] : INFO : Epoch 1715 | loss: 0.0311696 | val_loss: 0.031173 | Time: 2450.16 ms [2022-04-24 09:19:31 main:581] : INFO : Epoch 1716 | loss: 0.0311692 | val_loss: 0.0311715 | Time: 2446.99 ms [2022-04-24 09:19:33 main:581] : INFO : Epoch 1717 | loss: 0.0311691 | val_loss: 0.0311764 | Time: 2446.62 ms [2022-04-24 09:19:36 main:581] : INFO : Epoch 1718 | loss: 0.0311711 | val_loss: 0.0311745 | Time: 2446.9 ms [2022-04-24 09:19:38 main:581] : INFO : Epoch 1719 | loss: 0.031174 | val_loss: 0.0311767 | Time: 2449.26 ms [2022-04-24 09:19:41 main:581] : INFO : Epoch 1720 | loss: 0.0311703 | val_loss: 0.0311754 | Time: 2444.17 ms [2022-04-24 09:19:43 main:581] : INFO : Epoch 1721 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 2445.96 ms [2022-04-24 09:19:46 main:581] : INFO : Epoch 1722 | loss: 0.0311707 | val_loss: 0.0311765 | Time: 2445.2 ms [2022-04-24 09:19:48 main:581] : INFO : Epoch 1723 | loss: 0.0311703 | val_loss: 0.0311734 | Time: 2449.04 ms [2022-04-24 09:19:51 main:581] : INFO : Epoch 1724 | loss: 0.0311705 | val_loss: 0.0311754 | Time: 2448.44 ms [2022-04-24 09:19:53 main:581] : INFO : Epoch 1725 | loss: 0.0311701 | val_loss: 0.0311764 | Time: 2454.09 ms [2022-04-24 09:19:55 main:581] : INFO : Epoch 1726 | loss: 0.0311714 | val_loss: 0.0311793 | Time: 2446.28 ms [2022-04-24 09:19:58 main:581] : INFO : Epoch 1727 | loss: 0.0311739 | val_loss: 0.0311831 | Time: 2444.53 ms [2022-04-24 09:20:00 main:581] : INFO : Epoch 1728 | loss: 0.0311739 | val_loss: 0.0311758 | Time: 2446.76 ms [2022-04-24 09:20:03 main:581] : INFO : Epoch 1729 | loss: 0.0311738 | val_loss: 0.03118 | Time: 2452 ms [2022-04-24 09:20:05 main:581] : INFO : Epoch 1730 | loss: 0.0311742 | val_loss: 0.0311776 | Time: 2447.25 ms [2022-04-24 09:20:08 main:581] : INFO : Epoch 1731 | loss: 0.0311714 | val_loss: 0.0311761 | Time: 2444.15 ms [2022-04-24 09:20:10 main:581] : INFO : Epoch 1732 | loss: 0.0311705 | val_loss: 0.031176 | Time: 2449.97 ms [2022-04-24 09:20:13 main:581] : INFO : Epoch 1733 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2446.96 ms [2022-04-24 09:20:15 main:581] : INFO : Epoch 1734 | loss: 0.0311721 | val_loss: 0.0311805 | Time: 2448.74 ms [2022-04-24 09:20:17 main:581] : INFO : Epoch 1735 | loss: 0.031171 | val_loss: 0.0311749 | Time: 2450.05 ms [2022-04-24 09:20:20 main:581] : INFO : Epoch 1736 | loss: 0.0311703 | val_loss: 0.0311762 | Time: 2448.29 ms [2022-04-24 09:20:22 main:581] : INFO : Epoch 1737 | loss: 0.0311688 | val_loss: 0.031175 | Time: 2445.73 ms [2022-04-24 09:20:25 main:581] : INFO : Epoch 1738 | loss: 0.0311712 | val_loss: 0.0311761 | Time: 2446.85 ms [2022-04-24 09:20:27 main:581] : INFO : Epoch 1739 | loss: 0.0311712 | val_loss: 0.0311757 | Time: 2451.55 ms [2022-04-24 09:20:30 main:581] : INFO : Epoch 1740 | loss: 0.0311687 | val_loss: 0.0311763 | Time: 2449.52 ms [2022-04-24 09:20:32 main:581] : INFO : Epoch 1741 | loss: 0.0311701 | val_loss: 0.0311757 | Time: 2449.14 ms [2022-04-24 09:20:35 main:581] : INFO : Epoch 1742 | loss: 0.0311697 | val_loss: 0.031175 | Time: 2447.13 ms [2022-04-24 09:20:37 main:581] : INFO : Epoch 1743 | loss: 0.0311702 | val_loss: 0.0311809 | Time: 2453.37 ms [2022-04-24 09:20:39 main:581] : INFO : Epoch 1744 | loss: 0.0311713 | val_loss: 0.031179 | Time: 2448.91 ms [2022-04-24 09:20:42 main:581] : INFO : Epoch 1745 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 2448.78 ms [2022-04-24 09:20:44 main:581] : INFO : Epoch 1746 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 2447.03 ms [2022-04-24 09:20:47 main:581] : INFO : Epoch 1747 | loss: 0.0311695 | val_loss: 0.0311824 | Time: 2449.23 ms [2022-04-24 09:20:49 main:581] : INFO : Epoch 1748 | loss: 0.0311691 | val_loss: 0.0311746 | Time: 2448.76 ms [2022-04-24 09:20:52 main:581] : INFO : Epoch 1749 | loss: 0.0311698 | val_loss: 0.0311753 | Time: 2449.6 ms [2022-04-24 09:20:54 main:581] : INFO : Epoch 1750 | loss: 0.0311709 | val_loss: 0.0311769 | Time: 2446.47 ms [2022-04-24 09:20:57 main:581] : INFO : Epoch 1751 | loss: 0.0311736 | val_loss: 0.0311746 | Time: 2448.28 ms [2022-04-24 09:20:59 main:581] : INFO : Epoch 1752 | loss: 0.0311695 | val_loss: 0.0311788 | Time: 2447.31 ms [2022-04-24 09:21:02 main:581] : INFO : Epoch 1753 | loss: 0.0311687 | val_loss: 0.0311751 | Time: 2456.02 ms [2022-04-24 09:21:04 main:581] : INFO : Epoch 1754 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 2448.98 ms [2022-04-24 09:21:06 main:581] : INFO : Epoch 1755 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 2447.94 ms [2022-04-24 09:21:09 main:581] : INFO : Epoch 1756 | loss: 0.0311702 | val_loss: 0.0311853 | Time: 2448.97 ms [2022-04-24 09:21:11 main:581] : INFO : Epoch 1757 | loss: 0.0311752 | val_loss: 0.0311796 | Time: 2445.73 ms [2022-04-24 09:21:14 main:581] : INFO : Epoch 1758 | loss: 0.0311774 | val_loss: 0.031177 | Time: 2447.41 ms [2022-04-24 09:21:16 main:581] : INFO : Epoch 1759 | loss: 0.0311744 | val_loss: 0.0311758 | Time: 2450.48 ms [2022-04-24 09:21:19 main:581] : INFO : Epoch 1760 | loss: 0.0311735 | val_loss: 0.0311781 | Time: 2448.43 ms [2022-04-24 09:21:21 main:581] : INFO : Epoch 1761 | loss: 0.0311756 | val_loss: 0.0311746 | Time: 2443.72 ms [2022-04-24 09:21:24 main:581] : INFO : Epoch 1762 | loss: 0.0311717 | val_loss: 0.0311756 | Time: 2444.84 ms [2022-04-24 09:21:26 main:581] : INFO : Epoch 1763 | loss: 0.0311709 | val_loss: 0.031176 | Time: 2446.8 ms [2022-04-24 09:21:28 main:581] : INFO : Epoch 1764 | loss: 0.031171 | val_loss: 0.031178 | Time: 2445.58 ms [2022-04-24 09:21:31 main:581] : INFO : Epoch 1765 | loss: 0.0311703 | val_loss: 0.0311741 | Time: 2444.93 ms [2022-04-24 09:21:33 main:581] : INFO : Epoch 1766 | loss: 0.0311717 | val_loss: 0.0311786 | Time: 2450.77 ms [2022-04-24 09:21:36 main:581] : INFO : Epoch 1767 | loss: 0.0311698 | val_loss: 0.0311751 | Time: 2451.31 ms [2022-04-24 09:21:38 main:581] : INFO : Epoch 1768 | loss: 0.0311701 | val_loss: 0.0311761 | Time: 2448.26 ms [2022-04-24 09:21:41 main:581] : INFO : Epoch 1769 | loss: 0.0311733 | val_loss: 0.0311798 | Time: 2448.78 ms [2022-04-24 09:21:43 main:581] : INFO : Epoch 1770 | loss: 0.0311719 | val_loss: 0.0311744 | Time: 2448.47 ms [2022-04-24 09:21:46 main:581] : INFO : Epoch 1771 | loss: 0.0311707 | val_loss: 0.0311756 | Time: 2450.78 ms [2022-04-24 09:21:48 main:581] : INFO : Epoch 1772 | loss: 0.0311752 | val_loss: 0.0311791 | Time: 2448.95 ms [2022-04-24 09:21:50 main:581] : INFO : Epoch 1773 | loss: 0.0311791 | val_loss: 0.0311778 | Time: 2446.86 ms [2022-04-24 09:21:53 main:581] : INFO : Epoch 1774 | loss: 0.0311763 | val_loss: 0.0311761 | Time: 2448.39 ms [2022-04-24 09:21:55 main:581] : INFO : Epoch 1775 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 2447.08 ms [2022-04-24 09:21:58 main:581] : INFO : Epoch 1776 | loss: 0.0311791 | val_loss: 0.0311767 | Time: 2451.52 ms [2022-04-24 09:22:00 main:581] : INFO : Epoch 1777 | loss: 0.0311872 | val_loss: 0.0311848 | Time: 2450.38 ms [2022-04-24 09:22:03 main:581] : INFO : Epoch 1778 | loss: 0.0311799 | val_loss: 0.0311766 | Time: 2448.41 ms [2022-04-24 09:22:05 main:581] : INFO : Epoch 1779 | loss: 0.0311747 | val_loss: 0.0311753 | Time: 2447.24 ms [2022-04-24 09:22:08 main:581] : INFO : Epoch 1780 | loss: 0.031175 | val_loss: 0.0311736 | Time: 2444.34 ms [2022-04-24 09:22:10 main:581] : INFO : Epoch 1781 | loss: 0.0311746 | val_loss: 0.0311765 | Time: 2453.88 ms [2022-04-24 09:22:13 main:581] : INFO : Epoch 1782 | loss: 0.031175 | val_loss: 0.0311855 | Time: 2451.84 ms [2022-04-24 09:22:15 main:581] : INFO : Epoch 1783 | loss: 0.0311787 | val_loss: 0.0311767 | Time: 2450.59 ms [2022-04-24 09:22:17 main:581] : INFO : Epoch 1784 | loss: 0.0311739 | val_loss: 0.0311731 | Time: 2448.62 ms [2022-04-24 09:22:20 main:581] : INFO : Epoch 1785 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 2445.24 ms [2022-04-24 09:22:22 main:581] : INFO : Epoch 1786 | loss: 0.0311704 | val_loss: 0.0311743 | Time: 2452.2 ms [2022-04-24 09:22:25 main:581] : INFO : Epoch 1787 | loss: 0.0311703 | val_loss: 0.0311745 | Time: 2448.03 ms [2022-04-24 09:22:27 main:581] : INFO : Epoch 1788 | loss: 0.0311703 | val_loss: 0.0311736 | Time: 2451.92 ms [2022-04-24 09:22:30 main:581] : INFO : Epoch 1789 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 2447.83 ms [2022-04-24 09:22:32 main:581] : INFO : Epoch 1790 | loss: 0.0311702 | val_loss: 0.0311747 | Time: 2447.12 ms [2022-04-24 09:22:35 main:581] : INFO : Epoch 1791 | loss: 0.03117 | val_loss: 0.0311742 | Time: 2451.79 ms [2022-04-24 09:22:37 main:581] : INFO : Epoch 1792 | loss: 0.0311698 | val_loss: 0.0311742 | Time: 2447.22 ms [2022-04-24 09:22:39 main:581] : INFO : Epoch 1793 | loss: 0.0311692 | val_loss: 0.0311739 | Time: 2447.03 ms [2022-04-24 09:22:42 main:581] : INFO : Epoch 1794 | loss: 0.0311694 | val_loss: 0.0311747 | Time: 2449.05 ms [2022-04-24 09:22:44 main:581] : INFO : Epoch 1795 | loss: 0.0311692 | val_loss: 0.0311751 | Time: 2451.34 ms [2022-04-24 09:22:47 main:581] : INFO : Epoch 1796 | loss: 0.0311705 | val_loss: 0.0311746 | Time: 2447.45 ms [2022-04-24 09:22:49 main:581] : INFO : Epoch 1797 | loss: 0.0311693 | val_loss: 0.0311765 | Time: 2445.04 ms [2022-04-24 09:22:52 main:581] : INFO : Epoch 1798 | loss: 0.0311699 | val_loss: 0.031176 | Time: 2449.98 ms [2022-04-24 09:22:54 main:581] : INFO : Epoch 1799 | loss: 0.031168 | val_loss: 0.0311758 | Time: 2447.81 ms [2022-04-24 09:22:57 main:581] : INFO : Epoch 1800 | loss: 0.0311683 | val_loss: 0.0311758 | Time: 2449.35 ms [2022-04-24 09:22:59 main:581] : INFO : Epoch 1801 | loss: 0.0311729 | val_loss: 0.031181 | Time: 2444.17 ms [2022-04-24 09:23:02 main:581] : INFO : Epoch 1802 | loss: 0.0311702 | val_loss: 0.0311761 | Time: 2453.3 ms [2022-04-24 09:23:04 main:581] : INFO : Epoch 1803 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 2450.11 ms [2022-04-24 09:23:06 main:581] : INFO : Epoch 1804 | loss: 0.0311707 | val_loss: 0.031175 | Time: 2448.16 ms [2022-04-24 09:23:09 main:581] : INFO : Epoch 1805 | loss: 0.0311731 | val_loss: 0.031175 | Time: 2448.62 ms [2022-04-24 09:23:11 main:581] : INFO : Epoch 1806 | loss: 0.0311722 | val_loss: 0.0311764 | Time: 2446.91 ms [2022-04-24 09:23:14 main:581] : INFO : Epoch 1807 | loss: 0.0311717 | val_loss: 0.0311758 | Time: 2450.71 ms [2022-04-24 09:23:16 main:581] : INFO : Epoch 1808 | loss: 0.031171 | val_loss: 0.0311773 | Time: 2446.36 ms [2022-04-24 09:23:19 main:581] : INFO : Epoch 1809 | loss: 0.0311721 | val_loss: 0.031174 | Time: 2448.4 ms [2022-04-24 09:23:21 main:581] : INFO : Epoch 1810 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 2448.74 ms [2022-04-24 09:23:24 main:581] : INFO : Epoch 1811 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 2448.85 ms [2022-04-24 09:23:26 main:581] : INFO : Epoch 1812 | loss: 0.0311695 | val_loss: 0.0311736 | Time: 2449.12 ms [2022-04-24 09:23:28 main:581] : INFO : Epoch 1813 | loss: 0.0311704 | val_loss: 0.0311718 | Time: 2454.86 ms [2022-04-24 09:23:31 main:581] : INFO : Epoch 1814 | loss: 0.0311693 | val_loss: 0.0311734 | Time: 2450.47 ms [2022-04-24 09:23:33 main:581] : INFO : Epoch 1815 | loss: 0.0311687 | val_loss: 0.0311752 | Time: 2447.67 ms [2022-04-24 09:23:36 main:581] : INFO : Epoch 1816 | loss: 0.0311693 | val_loss: 0.0311729 | Time: 2452.73 ms [2022-04-24 09:23:38 main:581] : INFO : Epoch 1817 | loss: 0.0311675 | val_loss: 0.0311738 | Time: 2447.13 ms [2022-04-24 09:23:41 main:581] : INFO : Epoch 1818 | loss: 0.0311682 | val_loss: 0.0311745 | Time: 2447.84 ms [2022-04-24 09:23:43 main:581] : INFO : Epoch 1819 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 2451.44 ms [2022-04-24 09:23:46 main:581] : INFO : Epoch 1820 | loss: 0.0311687 | val_loss: 0.0311787 | Time: 2447.9 ms [2022-04-24 09:23:48 main:581] : INFO : Epoch 1821 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 2445.96 ms [2022-04-24 09:23:51 main:581] : INFO : Epoch 1822 | loss: 0.0311667 | val_loss: 0.0311755 | Time: 2447.29 ms [2022-04-24 09:23:53 main:581] : INFO : Epoch 1823 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 2455.75 ms [2022-04-24 09:23:55 main:581] : INFO : Epoch 1824 | loss: 0.0311672 | val_loss: 0.031176 | Time: 2450.35 ms [2022-04-24 09:23:58 main:581] : INFO : Epoch 1825 | loss: 0.0311671 | val_loss: 0.0311715 | Time: 2448.36 ms [2022-04-24 09:24:00 main:581] : INFO : Epoch 1826 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 2454.67 ms [2022-04-24 09:24:03 main:581] : INFO : Epoch 1827 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2453.15 ms [2022-04-24 09:24:05 main:581] : INFO : Epoch 1828 | loss: 0.031168 | val_loss: 0.0311747 | Time: 2446.61 ms [2022-04-24 09:24:08 main:581] : INFO : Epoch 1829 | loss: 0.0311711 | val_loss: 0.0311736 | Time: 2446.81 ms [2022-04-24 09:24:10 main:581] : INFO : Epoch 1830 | loss: 0.0311706 | val_loss: 0.0311741 | Time: 2451.48 ms [2022-04-24 09:24:13 main:581] : INFO : Epoch 1831 | loss: 0.0311688 | val_loss: 0.0311746 | Time: 2449.06 ms [2022-04-24 09:24:15 main:581] : INFO : Epoch 1832 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 2445.99 ms [2022-04-24 09:24:17 main:581] : INFO : Epoch 1833 | loss: 0.0311717 | val_loss: 0.0311765 | Time: 2448.62 ms [2022-04-24 09:24:20 main:581] : INFO : Epoch 1834 | loss: 0.0311747 | val_loss: 0.0311878 | Time: 2450.35 ms [2022-04-24 09:24:22 main:581] : INFO : Epoch 1835 | loss: 0.031172 | val_loss: 0.0311768 | Time: 2452.19 ms [2022-04-24 09:24:25 main:581] : INFO : Epoch 1836 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 2448.59 ms [2022-04-24 09:24:27 main:581] : INFO : Epoch 1837 | loss: 0.0311689 | val_loss: 0.0311755 | Time: 2450.11 ms [2022-04-24 09:24:30 main:581] : INFO : Epoch 1838 | loss: 0.0311676 | val_loss: 0.0311734 | Time: 2446.62 ms [2022-04-24 09:24:32 main:581] : INFO : Epoch 1839 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2452.86 ms [2022-04-24 09:24:35 main:581] : INFO : Epoch 1840 | loss: 0.031167 | val_loss: 0.0311738 | Time: 2446.25 ms [2022-04-24 09:24:37 main:581] : INFO : Epoch 1841 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 2450.82 ms [2022-04-24 09:24:40 main:581] : INFO : Epoch 1842 | loss: 0.0311657 | val_loss: 0.031176 | Time: 2448.76 ms [2022-04-24 09:24:42 main:581] : INFO : Epoch 1843 | loss: 0.0311674 | val_loss: 0.0311742 | Time: 2450.69 ms [2022-04-24 09:24:44 main:581] : INFO : Epoch 1844 | loss: 0.0311657 | val_loss: 0.0311728 | Time: 2449.65 ms [2022-04-24 09:24:47 main:581] : INFO : Epoch 1845 | loss: 0.0311666 | val_loss: 0.031173 | Time: 2450.46 ms [2022-04-24 09:24:49 main:581] : INFO : Epoch 1846 | loss: 0.0311664 | val_loss: 0.0311758 | Time: 2447.98 ms [2022-04-24 09:24:52 main:581] : INFO : Epoch 1847 | loss: 0.0311662 | val_loss: 0.0311737 | Time: 2450.35 ms [2022-04-24 09:24:54 main:581] : INFO : Epoch 1848 | loss: 0.0311656 | val_loss: 0.03118 | Time: 2446.89 ms [2022-04-24 09:24:57 main:581] : INFO : Epoch 1849 | loss: 0.0311668 | val_loss: 0.0311733 | Time: 2446.83 ms [2022-04-24 09:24:59 main:581] : INFO : Epoch 1850 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 2451.16 ms [2022-04-24 09:25:02 main:581] : INFO : Epoch 1851 | loss: 0.031166 | val_loss: 0.0311753 | Time: 2454.33 ms [2022-04-24 09:25:04 main:581] : INFO : Epoch 1852 | loss: 0.031167 | val_loss: 0.0311765 | Time: 2448.46 ms [2022-04-24 09:25:06 main:581] : INFO : Epoch 1853 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 2445.92 ms [2022-04-24 09:25:09 main:581] : INFO : Epoch 1854 | loss: 0.0311651 | val_loss: 0.0311736 | Time: 2451.53 ms [2022-04-24 09:25:11 main:581] : INFO : Epoch 1855 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 2453.04 ms [2022-04-24 09:25:14 main:581] : INFO : Epoch 1856 | loss: 0.031164 | val_loss: 0.031179 | Time: 2445.1 ms [2022-04-24 09:25:16 main:581] : INFO : Epoch 1857 | loss: 0.0311657 | val_loss: 0.0311732 | Time: 2450.1 ms [2022-04-24 09:25:19 main:581] : INFO : Epoch 1858 | loss: 0.0311664 | val_loss: 0.0311778 | Time: 2451.19 ms [2022-04-24 09:25:21 main:581] : INFO : Epoch 1859 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 2448.97 ms [2022-04-24 09:25:24 main:581] : INFO : Epoch 1860 | loss: 0.0311678 | val_loss: 0.0311755 | Time: 2451.57 ms [2022-04-24 09:25:26 main:581] : INFO : Epoch 1861 | loss: 0.0311702 | val_loss: 0.0311775 | Time: 2448.38 ms [2022-04-24 09:25:29 main:581] : INFO : Epoch 1862 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 2446.78 ms [2022-04-24 09:25:31 main:581] : INFO : Epoch 1863 | loss: 0.031166 | val_loss: 0.0311761 | Time: 2443.5 ms [2022-04-24 09:25:33 main:581] : INFO : Epoch 1864 | loss: 0.0311666 | val_loss: 0.0311772 | Time: 2452.77 ms [2022-04-24 09:25:36 main:581] : INFO : Epoch 1865 | loss: 0.0311667 | val_loss: 0.031174 | Time: 2446.85 ms [2022-04-24 09:25:38 main:581] : INFO : Epoch 1866 | loss: 0.0311651 | val_loss: 0.0311786 | Time: 2446.79 ms [2022-04-24 09:25:41 main:581] : INFO : Epoch 1867 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 2450.04 ms [2022-04-24 09:25:43 main:581] : INFO : Epoch 1868 | loss: 0.031167 | val_loss: 0.0311734 | Time: 2449.3 ms [2022-04-24 09:25:46 main:581] : INFO : Epoch 1869 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 2450.45 ms [2022-04-24 09:25:48 main:581] : INFO : Epoch 1870 | loss: 0.0311665 | val_loss: 0.031174 | Time: 2447.69 ms [2022-04-24 09:25:51 main:581] : INFO : Epoch 1871 | loss: 0.0311664 | val_loss: 0.0311767 | Time: 2448.05 ms [2022-04-24 09:25:53 main:581] : INFO : Epoch 1872 | loss: 0.0311668 | val_loss: 0.031175 | Time: 2444.8 ms [2022-04-24 09:25:55 main:581] : INFO : Epoch 1873 | loss: 0.0311672 | val_loss: 0.0311757 | Time: 2455.17 ms [2022-04-24 09:25:58 main:581] : INFO : Epoch 1874 | loss: 0.0311675 | val_loss: 0.0311803 | Time: 2447.94 ms [2022-04-24 09:26:00 main:581] : INFO : Epoch 1875 | loss: 0.0311678 | val_loss: 0.0311739 | Time: 2447.89 ms [2022-04-24 09:26:03 main:581] : INFO : Epoch 1876 | loss: 0.0311676 | val_loss: 0.0311765 | Time: 2448.81 ms [2022-04-24 09:26:05 main:581] : INFO : Epoch 1877 | loss: 0.0311701 | val_loss: 0.031179 | Time: 2447.82 ms [2022-04-24 09:26:08 main:581] : INFO : Epoch 1878 | loss: 0.0311679 | val_loss: 0.031177 | Time: 2446.71 ms [2022-04-24 09:26:10 main:581] : INFO : Epoch 1879 | loss: 0.0311665 | val_loss: 0.0311739 | Time: 2451.67 ms [2022-04-24 09:26:13 main:581] : INFO : Epoch 1880 | loss: 0.0311669 | val_loss: 0.0311752 | Time: 2447.03 ms [2022-04-24 09:26:15 main:581] : INFO : Epoch 1881 | loss: 0.0311658 | val_loss: 0.0311741 | Time: 2448.54 ms [2022-04-24 09:26:17 main:581] : INFO : Epoch 1882 | loss: 0.0311663 | val_loss: 0.0311746 | Time: 2450.39 ms [2022-04-24 09:26:20 main:581] : INFO : Epoch 1883 | loss: 0.031167 | val_loss: 0.0311762 | Time: 2450.54 ms [2022-04-24 09:26:22 main:581] : INFO : Epoch 1884 | loss: 0.0311665 | val_loss: 0.0311735 | Time: 2448.34 ms [2022-04-24 09:26:25 main:581] : INFO : Epoch 1885 | loss: 0.0311651 | val_loss: 0.031175 | Time: 2449.43 ms [2022-04-24 09:26:27 main:581] : INFO : Epoch 1886 | loss: 0.031165 | val_loss: 0.0311808 | Time: 2450.23 ms [2022-04-24 09:26:30 main:581] : INFO : Epoch 1887 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 2452.22 ms [2022-04-24 09:26:32 main:581] : INFO : Epoch 1888 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2444.54 ms [2022-04-24 09:26:35 main:581] : INFO : Epoch 1889 | loss: 0.0311643 | val_loss: 0.0311788 | Time: 2446.71 ms [2022-04-24 09:26:37 main:581] : INFO : Epoch 1890 | loss: 0.0311641 | val_loss: 0.0311726 | Time: 2454.1 ms [2022-04-24 09:26:40 main:581] : INFO : Epoch 1891 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 2447.42 ms [2022-04-24 09:26:42 main:581] : INFO : Epoch 1892 | loss: 0.0311708 | val_loss: 0.0311747 | Time: 2446.89 ms [2022-04-24 09:26:44 main:581] : INFO : Epoch 1893 | loss: 0.0311708 | val_loss: 0.0311742 | Time: 2453.08 ms [2022-04-24 09:26:47 main:581] : INFO : Epoch 1894 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 2453.53 ms [2022-04-24 09:26:49 main:581] : INFO : Epoch 1895 | loss: 0.0311737 | val_loss: 0.0311825 | Time: 2449.07 ms [2022-04-24 09:26:52 main:581] : INFO : Epoch 1896 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 2453.23 ms [2022-04-24 09:26:54 main:581] : INFO : Epoch 1897 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 2446.24 ms [2022-04-24 09:26:57 main:581] : INFO : Epoch 1898 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 2446.12 ms [2022-04-24 09:26:59 main:581] : INFO : Epoch 1899 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 2442.66 ms [2022-04-24 09:27:02 main:581] : INFO : Epoch 1900 | loss: 0.0311685 | val_loss: 0.0311777 | Time: 2451.37 ms [2022-04-24 09:27:04 main:581] : INFO : Epoch 1901 | loss: 0.0311675 | val_loss: 0.0311766 | Time: 2448.14 ms [2022-04-24 09:27:06 main:581] : INFO : Epoch 1902 | loss: 0.0311681 | val_loss: 0.0311803 | Time: 2452.51 ms [2022-04-24 09:27:09 main:581] : INFO : Epoch 1903 | loss: 0.0311687 | val_loss: 0.0311774 | Time: 2449.15 ms [2022-04-24 09:27:11 main:581] : INFO : Epoch 1904 | loss: 0.0311693 | val_loss: 0.0311781 | Time: 2445.63 ms [2022-04-24 09:27:14 main:581] : INFO : Epoch 1905 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 2454.18 ms [2022-04-24 09:27:16 main:581] : INFO : Epoch 1906 | loss: 0.0311679 | val_loss: 0.031175 | Time: 2448.41 ms [2022-04-24 09:27:19 main:581] : INFO : Epoch 1907 | loss: 0.0311667 | val_loss: 0.0311753 | Time: 2445.11 ms [2022-04-24 09:27:21 main:581] : INFO : Epoch 1908 | loss: 0.0311666 | val_loss: 0.0311759 | Time: 2444.66 ms [2022-04-24 09:27:24 main:581] : INFO : Epoch 1909 | loss: 0.031169 | val_loss: 0.031181 | Time: 2452.16 ms [2022-04-24 09:27:26 main:581] : INFO : Epoch 1910 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 2451.07 ms [2022-04-24 09:27:29 main:581] : INFO : Epoch 1911 | loss: 0.0311674 | val_loss: 0.0311777 | Time: 2445.45 ms [2022-04-24 09:27:31 main:581] : INFO : Epoch 1912 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 2451.43 ms [2022-04-24 09:27:33 main:581] : INFO : Epoch 1913 | loss: 0.0311675 | val_loss: 0.0311741 | Time: 2444.64 ms [2022-04-24 09:27:36 main:581] : INFO : Epoch 1914 | loss: 0.0311681 | val_loss: 0.0311732 | Time: 2445.79 ms [2022-04-24 09:27:38 main:581] : INFO : Epoch 1915 | loss: 0.0311658 | val_loss: 0.0311742 | Time: 2450.65 ms [2022-04-24 09:27:41 main:581] : INFO : Epoch 1916 | loss: 0.0311673 | val_loss: 0.0311745 | Time: 2449.56 ms [2022-04-24 09:27:43 main:581] : INFO : Epoch 1917 | loss: 0.031171 | val_loss: 0.0311747 | Time: 2447.26 ms [2022-04-24 09:27:46 main:581] : INFO : Epoch 1918 | loss: 0.0311664 | val_loss: 0.0311759 | Time: 2446.91 ms [2022-04-24 09:27:48 main:581] : INFO : Epoch 1919 | loss: 0.0311683 | val_loss: 0.0311777 | Time: 2450.01 ms [2022-04-24 09:27:51 main:581] : INFO : Epoch 1920 | loss: 0.031167 | val_loss: 0.0311748 | Time: 2445.43 ms [2022-04-24 09:27:53 main:581] : INFO : Epoch 1921 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 2445.49 ms [2022-04-24 09:27:55 main:581] : INFO : Epoch 1922 | loss: 0.0311661 | val_loss: 0.0311789 | Time: 2444.04 ms [2022-04-24 09:27:58 main:581] : INFO : Epoch 1923 | loss: 0.0311659 | val_loss: 0.0311757 | Time: 2451.83 ms [2022-04-24 09:28:00 main:581] : INFO : Epoch 1924 | loss: 0.0311657 | val_loss: 0.0311784 | Time: 2451.49 ms [2022-04-24 09:28:03 main:581] : INFO : Epoch 1925 | loss: 0.0311671 | val_loss: 0.0311744 | Time: 2447.05 ms [2022-04-24 09:28:05 main:581] : INFO : Epoch 1926 | loss: 0.031166 | val_loss: 0.031175 | Time: 2449.75 ms [2022-04-24 09:28:08 main:581] : INFO : Epoch 1927 | loss: 0.0311655 | val_loss: 0.0311748 | Time: 2446.88 ms [2022-04-24 09:28:10 main:581] : INFO : Epoch 1928 | loss: 0.031165 | val_loss: 0.0311739 | Time: 2450.43 ms [2022-04-24 09:28:13 main:581] : INFO : Epoch 1929 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 2449.37 ms [2022-04-24 09:28:15 main:581] : INFO : Epoch 1930 | loss: 0.0311643 | val_loss: 0.0311752 | Time: 2452.01 ms [2022-04-24 09:28:17 main:581] : INFO : Epoch 1931 | loss: 0.031166 | val_loss: 0.0311757 | Time: 2452.91 ms [2022-04-24 09:28:20 main:581] : INFO : Epoch 1932 | loss: 0.0311674 | val_loss: 0.0311768 | Time: 2446.19 ms [2022-04-24 09:28:22 main:581] : INFO : Epoch 1933 | loss: 0.031169 | val_loss: 0.0311748 | Time: 2447.37 ms [2022-04-24 09:28:25 main:581] : INFO : Epoch 1934 | loss: 0.0311688 | val_loss: 0.0311749 | Time: 2445.51 ms [2022-04-24 09:28:27 main:581] : INFO : Epoch 1935 | loss: 0.0311677 | val_loss: 0.0311758 | Time: 2451.72 ms [2022-04-24 09:28:30 main:581] : INFO : Epoch 1936 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 2447.31 ms [2022-04-24 09:28:32 main:581] : INFO : Epoch 1937 | loss: 0.0311678 | val_loss: 0.0311747 | Time: 2443.15 ms [2022-04-24 09:28:35 main:581] : INFO : Epoch 1938 | loss: 0.0311673 | val_loss: 0.0311803 | Time: 2450.39 ms [2022-04-24 09:28:37 main:581] : INFO : Epoch 1939 | loss: 0.0311671 | val_loss: 0.0311759 | Time: 2450.91 ms [2022-04-24 09:28:40 main:581] : INFO : Epoch 1940 | loss: 0.031165 | val_loss: 0.0311754 | Time: 2452.24 ms [2022-04-24 09:28:42 main:581] : INFO : Epoch 1941 | loss: 0.0311639 | val_loss: 0.0311757 | Time: 2446.91 ms [2022-04-24 09:28:44 main:581] : INFO : Epoch 1942 | loss: 0.0311671 | val_loss: 0.0311753 | Time: 2446.46 ms [2022-04-24 09:28:47 main:581] : INFO : Epoch 1943 | loss: 0.0311672 | val_loss: 0.0311776 | Time: 2456.34 ms [2022-04-24 09:28:49 main:581] : INFO : Epoch 1944 | loss: 0.0311743 | val_loss: 0.0311965 | Time: 2448.71 ms [2022-04-24 09:28:52 main:581] : INFO : Epoch 1945 | loss: 0.0359501 | val_loss: 0.0531455 | Time: 2446.86 ms [2022-04-24 09:28:54 main:581] : INFO : Epoch 1946 | loss: 0.0361631 | val_loss: 0.0369013 | Time: 2447.65 ms [2022-04-24 09:28:57 main:581] : INFO : Epoch 1947 | loss: 0.0322644 | val_loss: 0.0314984 | Time: 2448.67 ms [2022-04-24 09:28:59 main:581] : INFO : Epoch 1948 | loss: 0.0313484 | val_loss: 0.0312615 | Time: 2451.72 ms [2022-04-24 09:29:02 main:581] : INFO : Epoch 1949 | loss: 0.0312437 | val_loss: 0.0312175 | Time: 2451.04 ms [2022-04-24 09:29:04 main:581] : INFO : Epoch 1950 | loss: 0.0312088 | val_loss: 0.0311976 | Time: 2445.94 ms [2022-04-24 09:29:06 main:581] : INFO : Epoch 1951 | loss: 0.0311893 | val_loss: 0.0311842 | Time: 2452.96 ms [2022-04-24 09:29:09 main:581] : INFO : Epoch 1952 | loss: 0.0311778 | val_loss: 0.0311783 | Time: 2450.15 ms [2022-04-24 09:29:11 main:581] : INFO : Epoch 1953 | loss: 0.0311723 | val_loss: 0.0311771 | Time: 2452.58 ms [2022-04-24 09:29:14 main:581] : INFO : Epoch 1954 | loss: 0.0311699 | val_loss: 0.0311736 | Time: 2448.85 ms [2022-04-24 09:29:16 main:581] : INFO : Epoch 1955 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 2445.14 ms [2022-04-24 09:29:19 main:581] : INFO : Epoch 1956 | loss: 0.0311666 | val_loss: 0.0311726 | Time: 2448.61 ms [2022-04-24 09:29:21 main:581] : INFO : Epoch 1957 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 2449.9 ms [2022-04-24 09:29:24 main:581] : INFO : Epoch 1958 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 2448.53 ms [2022-04-24 09:29:26 main:581] : INFO : Epoch 1959 | loss: 0.0311643 | val_loss: 0.0311728 | Time: 2450.79 ms [2022-04-24 09:29:29 main:581] : INFO : Epoch 1960 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 2449.64 ms [2022-04-24 09:29:31 main:581] : INFO : Epoch 1961 | loss: 0.0311636 | val_loss: 0.0311725 | Time: 2448.49 ms [2022-04-24 09:29:33 main:581] : INFO : Epoch 1962 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 2450.3 ms [2022-04-24 09:29:36 main:581] : INFO : Epoch 1963 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 2449.23 ms [2022-04-24 09:29:38 main:581] : INFO : Epoch 1964 | loss: 0.031163 | val_loss: 0.0311719 | Time: 2448.46 ms [2022-04-24 09:29:41 main:581] : INFO : Epoch 1965 | loss: 0.0311636 | val_loss: 0.0311724 | Time: 2445.17 ms [2022-04-24 09:29:43 main:581] : INFO : Epoch 1966 | loss: 0.0311634 | val_loss: 0.0311721 | Time: 2447.82 ms [2022-04-24 09:29:46 main:581] : INFO : Epoch 1967 | loss: 0.0311639 | val_loss: 0.0311747 | Time: 2453.14 ms [2022-04-24 09:29:48 main:581] : INFO : Epoch 1968 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 2445.61 ms [2022-04-24 09:29:51 main:581] : INFO : Epoch 1969 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 2447.89 ms [2022-04-24 09:29:53 main:581] : INFO : Epoch 1970 | loss: 0.0311628 | val_loss: 0.0311737 | Time: 2447.56 ms [2022-04-24 09:29:55 main:581] : INFO : Epoch 1971 | loss: 0.0311629 | val_loss: 0.0311754 | Time: 2447.69 ms [2022-04-24 09:29:58 main:581] : INFO : Epoch 1972 | loss: 0.031162 | val_loss: 0.031174 | Time: 2448.03 ms [2022-04-24 09:30:00 main:581] : INFO : Epoch 1973 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2449.34 ms [2022-04-24 09:30:03 main:581] : INFO : Epoch 1974 | loss: 0.0311621 | val_loss: 0.0311721 | Time: 2452.99 ms [2022-04-24 09:30:05 main:581] : INFO : Epoch 1975 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 2448.89 ms [2022-04-24 09:30:08 main:581] : INFO : Epoch 1976 | loss: 0.0311621 | val_loss: 0.0311741 | Time: 2446.68 ms [2022-04-24 09:30:10 main:581] : INFO : Epoch 1977 | loss: 0.0311629 | val_loss: 0.0311742 | Time: 2451.74 ms [2022-04-24 09:30:13 main:581] : INFO : Epoch 1978 | loss: 0.0311626 | val_loss: 0.031174 | Time: 2447.74 ms [2022-04-24 09:30:15 main:581] : INFO : Epoch 1979 | loss: 0.0311625 | val_loss: 0.031174 | Time: 2449.79 ms [2022-04-24 09:30:18 main:581] : INFO : Epoch 1980 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 2444.65 ms [2022-04-24 09:30:20 main:581] : INFO : Epoch 1981 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 2449.87 ms [2022-04-24 09:30:22 main:581] : INFO : Epoch 1982 | loss: 0.0311636 | val_loss: 0.031175 | Time: 2449.2 ms [2022-04-24 09:30:25 main:581] : INFO : Epoch 1983 | loss: 0.0311619 | val_loss: 0.0311724 | Time: 2451.89 ms [2022-04-24 09:30:27 main:581] : INFO : Epoch 1984 | loss: 0.0311616 | val_loss: 0.0311726 | Time: 2448 ms [2022-04-24 09:30:30 main:581] : INFO : Epoch 1985 | loss: 0.0311613 | val_loss: 0.031172 | Time: 2446.11 ms [2022-04-24 09:30:32 main:581] : INFO : Epoch 1986 | loss: 0.0311615 | val_loss: 0.0311718 | Time: 2449.63 ms [2022-04-24 09:30:35 main:581] : INFO : Epoch 1987 | loss: 0.031161 | val_loss: 0.0311719 | Time: 2448.08 ms [2022-04-24 09:30:37 main:581] : INFO : Epoch 1988 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 2450.59 ms [2022-04-24 09:30:40 main:581] : INFO : Epoch 1989 | loss: 0.0311616 | val_loss: 0.0311723 | Time: 2452.93 ms [2022-04-24 09:30:42 main:581] : INFO : Epoch 1990 | loss: 0.0311621 | val_loss: 0.0311731 | Time: 2447.82 ms [2022-04-24 09:30:44 main:581] : INFO : Epoch 1991 | loss: 0.0311628 | val_loss: 0.031173 | Time: 2450.95 ms [2022-04-24 09:30:47 main:581] : INFO : Epoch 1992 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 2445.05 ms [2022-04-24 09:30:49 main:581] : INFO : Epoch 1993 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 2450.8 ms [2022-04-24 09:30:52 main:581] : INFO : Epoch 1994 | loss: 0.0311614 | val_loss: 0.0311736 | Time: 2446.86 ms [2022-04-24 09:30:54 main:581] : INFO : Epoch 1995 | loss: 0.031161 | val_loss: 0.0311732 | Time: 2453.39 ms [2022-04-24 09:30:57 main:581] : INFO : Epoch 1996 | loss: 0.0311616 | val_loss: 0.0311734 | Time: 2452.84 ms [2022-04-24 09:30:59 main:581] : INFO : Epoch 1997 | loss: 0.0311617 | val_loss: 0.0311728 | Time: 2445.82 ms [2022-04-24 09:31:02 main:581] : INFO : Epoch 1998 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 2447.85 ms [2022-04-24 09:31:04 main:581] : INFO : Epoch 1999 | loss: 0.0311631 | val_loss: 0.0311772 | Time: 2449.92 ms [2022-04-24 09:31:07 main:581] : INFO : Epoch 2000 | loss: 0.0311636 | val_loss: 0.0311737 | Time: 2446.78 ms [2022-04-24 09:31:09 main:581] : INFO : Epoch 2001 | loss: 0.0311629 | val_loss: 0.0311736 | Time: 2450.72 ms [2022-04-24 09:31:11 main:581] : INFO : Epoch 2002 | loss: 0.0311628 | val_loss: 0.0311733 | Time: 2447.24 ms [2022-04-24 09:31:14 main:581] : INFO : Epoch 2003 | loss: 0.0311644 | val_loss: 0.0311735 | Time: 2445.35 ms [2022-04-24 09:31:16 main:581] : INFO : Epoch 2004 | loss: 0.0311634 | val_loss: 0.0311719 | Time: 2451.2 ms [2022-04-24 09:31:19 main:581] : INFO : Epoch 2005 | loss: 0.0311646 | val_loss: 0.0311725 | Time: 2448.05 ms [2022-04-24 09:31:21 main:581] : INFO : Epoch 2006 | loss: 0.0311632 | val_loss: 0.0311723 | Time: 2447.71 ms [2022-04-24 09:31:24 main:581] : INFO : Epoch 2007 | loss: 0.0311625 | val_loss: 0.031172 | Time: 2447.93 ms [2022-04-24 09:31:26 main:581] : INFO : Epoch 2008 | loss: 0.0311626 | val_loss: 0.0311728 | Time: 2446.7 ms [2022-04-24 09:31:29 main:581] : INFO : Epoch 2009 | loss: 0.0311618 | val_loss: 0.031172 | Time: 2446.8 ms [2022-04-24 09:31:31 main:581] : INFO : Epoch 2010 | loss: 0.0311616 | val_loss: 0.0311721 | Time: 2452.81 ms [2022-04-24 09:31:33 main:581] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 2447.92 ms [2022-04-24 09:31:36 main:581] : INFO : Epoch 2012 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 2446.13 ms [2022-04-24 09:31:38 main:581] : INFO : Epoch 2013 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 2449.68 ms [2022-04-24 09:31:41 main:581] : INFO : Epoch 2014 | loss: 0.031161 | val_loss: 0.0311721 | Time: 2446.83 ms [2022-04-24 09:31:43 main:581] : INFO : Epoch 2015 | loss: 0.0311607 | val_loss: 0.0311732 | Time: 2447.21 ms [2022-04-24 09:31:46 main:581] : INFO : Epoch 2016 | loss: 0.0311603 | val_loss: 0.0311715 | Time: 2448.26 ms [2022-04-24 09:31:48 main:581] : INFO : Epoch 2017 | loss: 0.0311614 | val_loss: 0.0311743 | Time: 2447.41 ms [2022-04-24 09:31:51 main:581] : INFO : Epoch 2018 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 2451.26 ms [2022-04-24 09:31:53 main:581] : INFO : Epoch 2019 | loss: 0.031162 | val_loss: 0.0311755 | Time: 2447.18 ms [2022-04-24 09:31:55 main:581] : INFO : Epoch 2020 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 2452.47 ms [2022-04-24 09:31:58 main:581] : INFO : Epoch 2021 | loss: 0.0311705 | val_loss: 0.0311773 | Time: 2447.98 ms [2022-04-24 09:32:00 main:581] : INFO : Epoch 2022 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 2447.31 ms [2022-04-24 09:32:03 main:581] : INFO : Epoch 2023 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 2447.74 ms [2022-04-24 09:32:05 main:581] : INFO : Epoch 2024 | loss: 0.0311723 | val_loss: 0.0311794 | Time: 2451.63 ms [2022-04-24 09:32:08 main:581] : INFO : Epoch 2025 | loss: 0.0311722 | val_loss: 0.0311771 | Time: 2449.88 ms [2022-04-24 09:32:10 main:581] : INFO : Epoch 2026 | loss: 0.0311792 | val_loss: 0.0311827 | Time: 2448.48 ms [2022-04-24 09:32:13 main:581] : INFO : Epoch 2027 | loss: 0.0311811 | val_loss: 0.0311776 | Time: 2447.21 ms [2022-04-24 09:32:15 main:581] : INFO : Epoch 2028 | loss: 0.0311805 | val_loss: 0.0311809 | Time: 2451.71 ms [2022-04-24 09:32:18 main:581] : INFO : Epoch 2029 | loss: 0.0311809 | val_loss: 0.0311775 | Time: 2447.66 ms [2022-04-24 09:32:20 main:581] : INFO : Epoch 2030 | loss: 0.0311782 | val_loss: 0.0311778 | Time: 2449.08 ms [2022-04-24 09:32:22 main:581] : INFO : Epoch 2031 | loss: 0.0311769 | val_loss: 0.0311784 | Time: 2448.69 ms [2022-04-24 09:32:25 main:581] : INFO : Epoch 2032 | loss: 0.0311755 | val_loss: 0.0311782 | Time: 2447.73 ms [2022-04-24 09:32:27 main:581] : INFO : Epoch 2033 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 2444.28 ms [2022-04-24 09:32:30 main:581] : INFO : Epoch 2034 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 2449.14 ms [2022-04-24 09:32:32 main:581] : INFO : Epoch 2035 | loss: 0.0311746 | val_loss: 0.0311774 | Time: 2448.04 ms [2022-04-24 09:32:35 main:581] : INFO : Epoch 2036 | loss: 0.0311738 | val_loss: 0.0311787 | Time: 2450.24 ms [2022-04-24 09:32:37 main:581] : INFO : Epoch 2037 | loss: 0.0311755 | val_loss: 0.031178 | Time: 2446.24 ms [2022-04-24 09:32:40 main:581] : INFO : Epoch 2038 | loss: 0.0311743 | val_loss: 0.0311768 | Time: 2449.56 ms [2022-04-24 09:32:42 main:581] : INFO : Epoch 2039 | loss: 0.0311741 | val_loss: 0.0311779 | Time: 2449.79 ms [2022-04-24 09:32:44 main:581] : INFO : Epoch 2040 | loss: 0.0311746 | val_loss: 0.0311766 | Time: 2448.22 ms [2022-04-24 09:32:47 main:581] : INFO : Epoch 2041 | loss: 0.0311749 | val_loss: 0.0311794 | Time: 2452.95 ms [2022-04-24 09:32:49 main:581] : INFO : Epoch 2042 | loss: 0.0311757 | val_loss: 0.0311797 | Time: 2447.33 ms [2022-04-24 09:32:52 main:581] : INFO : Epoch 2043 | loss: 0.0311748 | val_loss: 0.0311766 | Time: 2446.62 ms [2022-04-24 09:32:54 main:581] : INFO : Epoch 2044 | loss: 0.031173 | val_loss: 0.0311776 | Time: 2446.25 ms [2022-04-24 09:32:57 main:581] : INFO : Epoch 2045 | loss: 0.031173 | val_loss: 0.0311776 | Time: 2448.88 ms [2022-04-24 09:32:59 main:581] : INFO : Epoch 2046 | loss: 0.031173 | val_loss: 0.0311759 | Time: 2448.86 ms [2022-04-24 09:33:02 main:581] : INFO : Epoch 2047 | loss: 0.0311741 | val_loss: 0.0311765 | Time: 2448.43 ms [2022-04-24 09:33:04 main:581] : INFO : Epoch 2048 | loss: 0.0311737 | val_loss: 0.0311753 | Time: 2450.42 ms [2022-04-24 09:33:04 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311753 [2022-04-24 09:33:04 main:610] : INFO : Saving end state to config to file [2022-04-24 09:33:04 main:615] : INFO : Success, exiting.. 09:33:04 (262225): 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)