Task 14109883
| Name | ParityModified-1647041492-9365-3-0_0 |
| Workunit | 11176558 |
| Created | 30 Mar 2022, 22:52:13 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 5 Apr 2022, 4:43:54 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 1 hours 41 min 52 sec |
| CPU time | 1 hours 41 min 44 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.32 GB |
| Peak swap size | 10.54 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> :18:10 main:581] : INFO : Epoch 1538 | loss: 0.0311633 | val_loss: 0.0311777 | Time: 1777.17 ms [2022-04-05 06:18:12 main:581] : INFO : Epoch 1539 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 1781.61 ms [2022-04-05 06:18:14 main:581] : INFO : Epoch 1540 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 1783.57 ms [2022-04-05 06:18:15 main:581] : INFO : Epoch 1541 | loss: 0.0311662 | val_loss: 0.0311719 | Time: 1782.8 ms [2022-04-05 06:18:17 main:581] : INFO : Epoch 1542 | loss: 0.0311646 | val_loss: 0.0311744 | Time: 1756.79 ms [2022-04-05 06:18:19 main:581] : INFO : Epoch 1543 | loss: 0.0311651 | val_loss: 0.0311746 | Time: 1940.69 ms [2022-04-05 06:18:22 main:581] : INFO : Epoch 1544 | loss: 0.0311652 | val_loss: 0.031182 | Time: 3062.84 ms [2022-04-05 06:18:25 main:581] : INFO : Epoch 1545 | loss: 0.0311642 | val_loss: 0.0311732 | Time: 3081.29 ms [2022-04-05 06:18:28 main:581] : INFO : Epoch 1546 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 3087.51 ms [2022-04-05 06:18:31 main:581] : INFO : Epoch 1547 | loss: 0.0311622 | val_loss: 0.031173 | Time: 3092.75 ms [2022-04-05 06:18:35 main:581] : INFO : Epoch 1548 | loss: 0.0311629 | val_loss: 0.0311752 | Time: 3302.84 ms [2022-04-05 06:18:38 main:581] : INFO : Epoch 1549 | loss: 0.0311614 | val_loss: 0.0311734 | Time: 3491.77 ms [2022-04-05 06:18:42 main:581] : INFO : Epoch 1550 | loss: 0.0311602 | val_loss: 0.031172 | Time: 3468.09 ms [2022-04-05 06:18:45 main:581] : INFO : Epoch 1551 | loss: 0.0311604 | val_loss: 0.0311737 | Time: 3408.78 ms [2022-04-05 06:18:48 main:581] : INFO : Epoch 1552 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 3418.94 ms [2022-04-05 06:18:52 main:581] : INFO : Epoch 1553 | loss: 0.0311632 | val_loss: 0.0311758 | Time: 3371.04 ms [2022-04-05 06:18:55 main:581] : INFO : Epoch 1554 | loss: 0.0311623 | val_loss: 0.0311756 | Time: 3431.81 ms [2022-04-05 06:18:59 main:581] : INFO : Epoch 1555 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 3404.38 ms [2022-04-05 06:19:02 main:581] : INFO : Epoch 1556 | loss: 0.0311618 | val_loss: 0.0311769 | Time: 3363.1 ms [2022-04-05 06:19:05 main:581] : INFO : Epoch 1557 | loss: 0.03116 | val_loss: 0.0311744 | Time: 3412.32 ms [2022-04-05 06:19:09 main:581] : INFO : Epoch 1558 | loss: 0.0311606 | val_loss: 0.0311774 | Time: 3395.75 ms [2022-04-05 06:19:12 main:581] : INFO : Epoch 1559 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 3343.02 ms [2022-04-05 06:19:16 main:581] : INFO : Epoch 1560 | loss: 0.0311653 | val_loss: 0.0311734 | Time: 3361.43 ms [2022-04-05 06:19:19 main:581] : INFO : Epoch 1561 | loss: 0.0311636 | val_loss: 0.0311754 | Time: 3445.75 ms [2022-04-05 06:19:22 main:581] : INFO : Epoch 1562 | loss: 0.0311638 | val_loss: 0.0311718 | Time: 3435.07 ms [2022-04-05 06:19:26 main:581] : INFO : Epoch 1563 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 3394.05 ms [2022-04-05 06:19:29 main:581] : INFO : Epoch 1564 | loss: 0.0311621 | val_loss: 0.0311729 | Time: 3429.12 ms [2022-04-05 06:19:33 main:581] : INFO : Epoch 1565 | loss: 0.0311615 | val_loss: 0.0311757 | Time: 3430.34 ms [2022-04-05 06:19:36 main:581] : INFO : Epoch 1566 | loss: 0.0311611 | val_loss: 0.0311738 | Time: 3423.93 ms [2022-04-05 06:19:40 main:581] : INFO : Epoch 1567 | loss: 0.0311619 | val_loss: 0.031174 | Time: 3455.09 ms [2022-04-05 06:19:43 main:581] : INFO : Epoch 1568 | loss: 0.0311612 | val_loss: 0.0311755 | Time: 3428.56 ms [2022-04-05 06:19:46 main:581] : INFO : Epoch 1569 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 3452.67 ms [2022-04-05 06:19:50 main:581] : INFO : Epoch 1570 | loss: 0.031167 | val_loss: 0.0311755 | Time: 3420.91 ms [2022-04-05 06:19:53 main:581] : INFO : Epoch 1571 | loss: 0.0311661 | val_loss: 0.0311735 | Time: 3438.56 ms [2022-04-05 06:19:57 main:581] : INFO : Epoch 1572 | loss: 0.0311661 | val_loss: 0.0311723 | Time: 3388.14 ms [2022-04-05 06:20:00 main:581] : INFO : Epoch 1573 | loss: 0.0311681 | val_loss: 0.0311795 | Time: 3369.68 ms [2022-04-05 06:20:03 main:581] : INFO : Epoch 1574 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 3408.33 ms [2022-04-05 06:20:07 main:581] : INFO : Epoch 1575 | loss: 0.0311632 | val_loss: 0.0311743 | Time: 3443.83 ms [2022-04-05 06:20:10 main:581] : INFO : Epoch 1576 | loss: 0.0311646 | val_loss: 0.0311732 | Time: 3410.94 ms [2022-04-05 06:20:14 main:581] : INFO : Epoch 1577 | loss: 0.0311638 | val_loss: 0.0311743 | Time: 3450.31 ms [2022-04-05 06:20:17 main:581] : INFO : Epoch 1578 | loss: 0.0311631 | val_loss: 0.0311749 | Time: 3447.88 ms [2022-04-05 06:20:21 main:581] : INFO : Epoch 1579 | loss: 0.0311622 | val_loss: 0.0311749 | Time: 3426.38 ms [2022-04-05 06:20:24 main:581] : INFO : Epoch 1580 | loss: 0.0311616 | val_loss: 0.0311744 | Time: 3429.31 ms [2022-04-05 06:20:27 main:581] : INFO : Epoch 1581 | loss: 0.0311638 | val_loss: 0.0311722 | Time: 3353.8 ms [2022-04-05 06:20:31 main:581] : INFO : Epoch 1582 | loss: 0.0311642 | val_loss: 0.0311746 | Time: 3383.54 ms [2022-04-05 06:20:34 main:581] : INFO : Epoch 1583 | loss: 0.0311659 | val_loss: 0.0311744 | Time: 3419.23 ms [2022-04-05 06:20:38 main:581] : INFO : Epoch 1584 | loss: 0.0311654 | val_loss: 0.0311833 | Time: 3429.23 ms [2022-04-05 06:20:41 main:581] : INFO : Epoch 1585 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 3383.02 ms [2022-04-05 06:20:44 main:581] : INFO : Epoch 1586 | loss: 0.0311639 | val_loss: 0.0311777 | Time: 3439.53 ms [2022-04-05 06:20:48 main:581] : INFO : Epoch 1587 | loss: 0.0311644 | val_loss: 0.0311758 | Time: 3461.18 ms [2022-04-05 06:20:51 main:581] : INFO : Epoch 1588 | loss: 0.0311613 | val_loss: 0.0311741 | Time: 3328.68 ms [2022-04-05 06:20:55 main:581] : INFO : Epoch 1589 | loss: 0.0311608 | val_loss: 0.0311735 | Time: 3399.31 ms [2022-04-05 06:20:58 main:581] : INFO : Epoch 1590 | loss: 0.0311604 | val_loss: 0.0311732 | Time: 3411.62 ms [2022-04-05 06:21:02 main:581] : INFO : Epoch 1591 | loss: 0.0311595 | val_loss: 0.0311777 | Time: 3450.16 ms [2022-04-05 06:21:05 main:581] : INFO : Epoch 1592 | loss: 0.0311587 | val_loss: 0.0311757 | Time: 3332.01 ms [2022-04-05 06:21:08 main:581] : INFO : Epoch 1593 | loss: 0.0311596 | val_loss: 0.0311777 | Time: 3415.16 ms [2022-04-05 06:21:12 main:581] : INFO : Epoch 1594 | loss: 0.0311598 | val_loss: 0.0311784 | Time: 3440.25 ms [2022-04-05 06:21:15 main:581] : INFO : Epoch 1595 | loss: 0.0311588 | val_loss: 0.0311745 | Time: 3397.35 ms [2022-04-05 06:21:19 main:581] : INFO : Epoch 1596 | loss: 0.0311585 | val_loss: 0.0311755 | Time: 3467.98 ms [2022-04-05 06:21:22 main:581] : INFO : Epoch 1597 | loss: 0.0311599 | val_loss: 0.0311763 | Time: 3458.28 ms [2022-04-05 06:21:25 main:581] : INFO : Epoch 1598 | loss: 0.0311574 | val_loss: 0.0311768 | Time: 3422.39 ms [2022-04-05 06:21:29 main:581] : INFO : Epoch 1599 | loss: 0.031157 | val_loss: 0.0311759 | Time: 3435.7 ms [2022-04-05 06:21:32 main:581] : INFO : Epoch 1600 | loss: 0.031158 | val_loss: 0.0311762 | Time: 3438.8 ms [2022-04-05 06:21:36 main:581] : INFO : Epoch 1601 | loss: 0.0311605 | val_loss: 0.0311752 | Time: 3426.32 ms [2022-04-05 06:21:39 main:581] : INFO : Epoch 1602 | loss: 0.0311594 | val_loss: 0.0311755 | Time: 3451.19 ms [2022-04-05 06:21:43 main:581] : INFO : Epoch 1603 | loss: 0.0311572 | val_loss: 0.0311748 | Time: 3405.77 ms [2022-04-05 06:21:46 main:581] : INFO : Epoch 1604 | loss: 0.0311574 | val_loss: 0.0311766 | Time: 3430.46 ms [2022-04-05 06:21:50 main:581] : INFO : Epoch 1605 | loss: 0.0311578 | val_loss: 0.0311758 | Time: 3434.61 ms [2022-04-05 06:21:53 main:581] : INFO : Epoch 1606 | loss: 0.0311569 | val_loss: 0.0311749 | Time: 3411.64 ms [2022-04-05 06:21:56 main:581] : INFO : Epoch 1607 | loss: 0.0311589 | val_loss: 0.0311786 | Time: 3419.86 ms [2022-04-05 06:22:00 main:581] : INFO : Epoch 1608 | loss: 0.031159 | val_loss: 0.0311742 | Time: 3431.14 ms [2022-04-05 06:22:03 main:581] : INFO : Epoch 1609 | loss: 0.0311574 | val_loss: 0.031176 | Time: 3394.75 ms [2022-04-05 06:22:07 main:581] : INFO : Epoch 1610 | loss: 0.0311573 | val_loss: 0.0311746 | Time: 3463.56 ms [2022-04-05 06:22:10 main:581] : INFO : Epoch 1611 | loss: 0.0311585 | val_loss: 0.0311746 | Time: 3425.89 ms [2022-04-05 06:22:13 main:581] : INFO : Epoch 1612 | loss: 0.0311585 | val_loss: 0.031174 | Time: 3431.7 ms [2022-04-05 06:22:17 main:581] : INFO : Epoch 1613 | loss: 0.0311563 | val_loss: 0.0311741 | Time: 3419.11 ms [2022-04-05 06:22:20 main:581] : INFO : Epoch 1614 | loss: 0.031156 | val_loss: 0.031175 | Time: 3280.34 ms [2022-04-05 06:22:24 main:581] : INFO : Epoch 1615 | loss: 0.0311561 | val_loss: 0.031178 | Time: 3440.17 ms [2022-04-05 06:22:27 main:581] : INFO : Epoch 1616 | loss: 0.0311566 | val_loss: 0.0311748 | Time: 3409.39 ms [2022-04-05 06:22:30 main:581] : INFO : Epoch 1617 | loss: 0.031157 | val_loss: 0.0311748 | Time: 3422.13 ms [2022-04-05 06:22:34 main:581] : INFO : Epoch 1618 | loss: 0.0311572 | val_loss: 0.031173 | Time: 3406.45 ms [2022-04-05 06:22:37 main:581] : INFO : Epoch 1619 | loss: 0.0311572 | val_loss: 0.0311766 | Time: 3150.52 ms [2022-04-05 06:22:40 main:581] : INFO : Epoch 1620 | loss: 0.0311583 | val_loss: 0.031176 | Time: 2949.58 ms [2022-04-05 06:22:43 main:581] : INFO : Epoch 1621 | loss: 0.0311573 | val_loss: 0.0311747 | Time: 3024.56 ms [2022-04-05 06:22:46 main:581] : INFO : Epoch 1622 | loss: 0.0311592 | val_loss: 0.031174 | Time: 2931.54 ms [2022-04-05 06:22:49 main:581] : INFO : Epoch 1623 | loss: 0.0311599 | val_loss: 0.0311789 | Time: 3122.11 ms [2022-04-05 06:22:52 main:581] : INFO : Epoch 1624 | loss: 0.0311603 | val_loss: 0.0311752 | Time: 2786.21 ms [2022-04-05 06:22:55 main:581] : INFO : Epoch 1625 | loss: 0.0311617 | val_loss: 0.031174 | Time: 2841.89 ms [2022-04-05 06:22:58 main:581] : INFO : Epoch 1626 | loss: 0.0311611 | val_loss: 0.031174 | Time: 2855.09 ms [2022-04-05 06:23:00 main:581] : INFO : Epoch 1627 | loss: 0.031161 | val_loss: 0.0311762 | Time: 2770.16 ms [2022-04-05 06:23:03 main:581] : INFO : Epoch 1628 | loss: 0.0311599 | val_loss: 0.0311732 | Time: 2802.8 ms [2022-04-05 06:23:06 main:581] : INFO : Epoch 1629 | loss: 0.0311576 | val_loss: 0.0311739 | Time: 2771.34 ms [2022-04-05 06:23:09 main:581] : INFO : Epoch 1630 | loss: 0.031158 | val_loss: 0.0311736 | Time: 2674.04 ms [2022-04-05 06:23:12 main:581] : INFO : Epoch 1631 | loss: 0.0311635 | val_loss: 0.0311799 | Time: 2985.78 ms [2022-04-05 06:23:14 main:581] : INFO : Epoch 1632 | loss: 0.0311613 | val_loss: 0.0311763 | Time: 2702.54 ms [2022-04-05 06:23:17 main:581] : INFO : Epoch 1633 | loss: 0.0311579 | val_loss: 0.0311758 | Time: 2744.09 ms [2022-04-05 06:23:20 main:581] : INFO : Epoch 1634 | loss: 0.0311569 | val_loss: 0.031175 | Time: 2553.16 ms [2022-04-05 06:23:22 main:581] : INFO : Epoch 1635 | loss: 0.0311574 | val_loss: 0.0311756 | Time: 2472.04 ms [2022-04-05 06:23:24 main:581] : INFO : Epoch 1636 | loss: 0.0311578 | val_loss: 0.0311782 | Time: 2465.99 ms [2022-04-05 06:23:27 main:581] : INFO : Epoch 1637 | loss: 0.0311571 | val_loss: 0.0311769 | Time: 2096.04 ms [2022-04-05 06:23:29 main:581] : INFO : Epoch 1638 | loss: 0.0311559 | val_loss: 0.031176 | Time: 2092 ms [2022-04-05 06:23:31 main:581] : INFO : Epoch 1639 | loss: 0.0311567 | val_loss: 0.0311759 | Time: 2096.14 ms [2022-04-05 06:23:33 main:581] : INFO : Epoch 1640 | loss: 0.0311582 | val_loss: 0.0311767 | Time: 2085.55 ms [2022-04-05 06:23:35 main:581] : INFO : Epoch 1641 | loss: 0.031158 | val_loss: 0.0311756 | Time: 2088.24 ms [2022-04-05 06:23:37 main:581] : INFO : Epoch 1642 | loss: 0.0311571 | val_loss: 0.0311784 | Time: 2082.04 ms [2022-04-05 06:23:39 main:581] : INFO : Epoch 1643 | loss: 0.0311578 | val_loss: 0.0311768 | Time: 2072.16 ms [2022-04-05 06:23:41 main:581] : INFO : Epoch 1644 | loss: 0.0311569 | val_loss: 0.0311726 | Time: 2071.57 ms [2022-04-05 06:23:43 main:581] : INFO : Epoch 1645 | loss: 0.0311555 | val_loss: 0.0311773 | Time: 2064.58 ms [2022-04-05 06:23:45 main:581] : INFO : Epoch 1646 | loss: 0.0311566 | val_loss: 0.0311725 | Time: 2033.01 ms [2022-04-05 06:23:47 main:581] : INFO : Epoch 1647 | loss: 0.031155 | val_loss: 0.0311765 | Time: 2020.74 ms [2022-04-05 06:23:49 main:581] : INFO : Epoch 1648 | loss: 0.0311571 | val_loss: 0.0311741 | Time: 2020.67 ms [2022-04-05 06:23:51 main:581] : INFO : Epoch 1649 | loss: 0.0311547 | val_loss: 0.0311755 | Time: 2022.77 ms [2022-04-05 06:23:53 main:581] : INFO : Epoch 1650 | loss: 0.0311546 | val_loss: 0.031176 | Time: 1981.3 ms [2022-04-05 06:23:55 main:581] : INFO : Epoch 1651 | loss: 0.0311579 | val_loss: 0.031174 | Time: 1960.49 ms [2022-04-05 06:23:57 main:581] : INFO : Epoch 1652 | loss: 0.0311589 | val_loss: 0.0311783 | Time: 1952.66 ms [2022-04-05 06:23:59 main:581] : INFO : Epoch 1653 | loss: 0.0311583 | val_loss: 0.0311724 | Time: 1897.07 ms [2022-04-05 06:24:01 main:581] : INFO : Epoch 1654 | loss: 0.0311577 | val_loss: 0.0311783 | Time: 1898.76 ms [2022-04-05 06:24:03 main:581] : INFO : Epoch 1655 | loss: 0.031156 | val_loss: 0.0311796 | Time: 1893.06 ms [2022-04-05 06:24:05 main:581] : INFO : Epoch 1656 | loss: 0.0311558 | val_loss: 0.0311765 | Time: 1900.34 ms [2022-04-05 06:24:07 main:581] : INFO : Epoch 1657 | loss: 0.0311553 | val_loss: 0.0311746 | Time: 1894.87 ms [2022-04-05 06:24:09 main:581] : INFO : Epoch 1658 | loss: 0.0311561 | val_loss: 0.0311757 | Time: 1896.46 ms [2022-04-05 06:24:11 main:581] : INFO : Epoch 1659 | loss: 0.0311557 | val_loss: 0.0311766 | Time: 1901.68 ms [2022-04-05 06:24:12 main:581] : INFO : Epoch 1660 | loss: 0.0311566 | val_loss: 0.031176 | Time: 1870.63 ms [2022-04-05 06:24:14 main:581] : INFO : Epoch 1661 | loss: 0.0311583 | val_loss: 0.0311737 | Time: 1792.17 ms [2022-04-05 06:24:16 main:581] : INFO : Epoch 1662 | loss: 0.0311584 | val_loss: 0.0311775 | Time: 1789.22 ms [2022-04-05 06:24:18 main:581] : INFO : Epoch 1663 | loss: 0.0311578 | val_loss: 0.031175 | Time: 1787.93 ms [2022-04-05 06:24:20 main:581] : INFO : Epoch 1664 | loss: 0.0311595 | val_loss: 0.031177 | Time: 1790.53 ms [2022-04-05 06:24:21 main:581] : INFO : Epoch 1665 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 1793.48 ms [2022-04-05 06:24:23 main:581] : INFO : Epoch 1666 | loss: 0.0311589 | val_loss: 0.031174 | Time: 1792.04 ms [2022-04-05 06:24:25 main:581] : INFO : Epoch 1667 | loss: 0.0311583 | val_loss: 0.0311729 | Time: 1816.73 ms [2022-04-05 06:24:28 main:581] : INFO : Epoch 1668 | loss: 0.0311588 | val_loss: 0.0311743 | Time: 3019.49 ms [2022-04-05 06:24:31 main:581] : INFO : Epoch 1669 | loss: 0.0311577 | val_loss: 0.0311759 | Time: 3073.92 ms [2022-04-05 06:24:34 main:581] : INFO : Epoch 1670 | loss: 0.0311591 | val_loss: 0.0311728 | Time: 3080.39 ms [2022-04-05 06:24:37 main:581] : INFO : Epoch 1671 | loss: 0.0311579 | val_loss: 0.0311756 | Time: 3063.64 ms [2022-04-05 06:24:40 main:581] : INFO : Epoch 1672 | loss: 0.0311576 | val_loss: 0.0311742 | Time: 3165.88 ms [2022-04-05 06:24:44 main:581] : INFO : Epoch 1673 | loss: 0.0311573 | val_loss: 0.0311765 | Time: 3420.48 ms [2022-04-05 06:24:47 main:581] : INFO : Epoch 1674 | loss: 0.0311597 | val_loss: 0.0311742 | Time: 3392.59 ms [2022-04-05 06:24:51 main:581] : INFO : Epoch 1675 | loss: 0.031163 | val_loss: 0.0311749 | Time: 3401.77 ms [2022-04-05 06:24:54 main:581] : INFO : Epoch 1676 | loss: 0.0311615 | val_loss: 0.0311781 | Time: 3426.84 ms [2022-04-05 06:24:57 main:581] : INFO : Epoch 1677 | loss: 0.0311621 | val_loss: 0.0311775 | Time: 3450.93 ms [2022-04-05 06:25:01 main:581] : INFO : Epoch 1678 | loss: 0.031161 | val_loss: 0.0311772 | Time: 3435.64 ms [2022-04-05 06:25:04 main:581] : INFO : Epoch 1679 | loss: 0.0311603 | val_loss: 0.0311778 | Time: 3457.98 ms [2022-04-05 06:25:08 main:581] : INFO : Epoch 1680 | loss: 0.0311631 | val_loss: 0.0311802 | Time: 3454.61 ms [2022-04-05 06:25:11 main:581] : INFO : Epoch 1681 | loss: 0.0311672 | val_loss: 0.0312416 | Time: 3477.44 ms [2022-04-05 06:25:15 main:581] : INFO : Epoch 1682 | loss: 0.0343434 | val_loss: 0.0443507 | Time: 3460.64 ms [2022-04-05 06:25:18 main:581] : INFO : Epoch 1683 | loss: 0.0377627 | val_loss: 0.0318981 | Time: 3423.02 ms [2022-04-05 06:25:22 main:581] : INFO : Epoch 1684 | loss: 0.0317935 | val_loss: 0.0314648 | Time: 3384.91 ms [2022-04-05 06:25:25 main:581] : INFO : Epoch 1685 | loss: 0.0313173 | val_loss: 0.0312546 | Time: 3389.79 ms [2022-04-05 06:25:28 main:581] : INFO : Epoch 1686 | loss: 0.031231 | val_loss: 0.0312147 | Time: 3452.52 ms [2022-04-05 06:25:32 main:581] : INFO : Epoch 1687 | loss: 0.0312103 | val_loss: 0.031204 | Time: 3384.24 ms [2022-04-05 06:25:35 main:581] : INFO : Epoch 1688 | loss: 0.0312034 | val_loss: 0.0311999 | Time: 3437.54 ms [2022-04-05 06:25:39 main:581] : INFO : Epoch 1689 | loss: 0.0312005 | val_loss: 0.0311976 | Time: 3452.77 ms [2022-04-05 06:25:42 main:581] : INFO : Epoch 1690 | loss: 0.0311991 | val_loss: 0.0311959 | Time: 3430.23 ms [2022-04-05 06:25:46 main:581] : INFO : Epoch 1691 | loss: 0.0311978 | val_loss: 0.0311945 | Time: 3411.76 ms [2022-04-05 06:25:49 main:581] : INFO : Epoch 1692 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 3432.46 ms [2022-04-05 06:25:52 main:581] : INFO : Epoch 1693 | loss: 0.0311954 | val_loss: 0.0311922 | Time: 3443.79 ms [2022-04-05 06:25:56 main:581] : INFO : Epoch 1694 | loss: 0.0311943 | val_loss: 0.0311913 | Time: 3296.69 ms [2022-04-05 06:25:59 main:581] : INFO : Epoch 1695 | loss: 0.0311933 | val_loss: 0.0311901 | Time: 3407.71 ms [2022-04-05 06:26:03 main:581] : INFO : Epoch 1696 | loss: 0.031192 | val_loss: 0.031189 | Time: 3454.16 ms [2022-04-05 06:26:06 main:581] : INFO : Epoch 1697 | loss: 0.0311914 | val_loss: 0.0311894 | Time: 3393.23 ms [2022-04-05 06:26:09 main:581] : INFO : Epoch 1698 | loss: 0.0311907 | val_loss: 0.0311891 | Time: 3485.31 ms [2022-04-05 06:26:13 main:581] : INFO : Epoch 1699 | loss: 0.0311903 | val_loss: 0.0311887 | Time: 3408.1 ms [2022-04-05 06:26:16 main:581] : INFO : Epoch 1700 | loss: 0.0311898 | val_loss: 0.0311896 | Time: 3457.7 ms [2022-04-05 06:26:20 main:581] : INFO : Epoch 1701 | loss: 0.0311908 | val_loss: 0.0311878 | Time: 3405.55 ms [2022-04-05 06:26:23 main:581] : INFO : Epoch 1702 | loss: 0.0311886 | val_loss: 0.0311865 | Time: 3388.91 ms [2022-04-05 06:26:27 main:581] : INFO : Epoch 1703 | loss: 0.031188 | val_loss: 0.0311865 | Time: 3453.76 ms [2022-04-05 06:26:30 main:581] : INFO : Epoch 1704 | loss: 0.0311881 | val_loss: 0.0311861 | Time: 3465.14 ms [2022-04-05 06:26:33 main:581] : INFO : Epoch 1705 | loss: 0.0311873 | val_loss: 0.0311857 | Time: 3419.29 ms [2022-04-05 06:26:37 main:581] : INFO : Epoch 1706 | loss: 0.0311863 | val_loss: 0.0311854 | Time: 3416.14 ms [2022-04-05 06:26:40 main:581] : INFO : Epoch 1707 | loss: 0.031186 | val_loss: 0.031186 | Time: 3418.41 ms [2022-04-05 06:26:44 main:581] : INFO : Epoch 1708 | loss: 0.031186 | val_loss: 0.0311856 | Time: 3459.57 ms [2022-04-05 06:26:47 main:581] : INFO : Epoch 1709 | loss: 0.0311856 | val_loss: 0.0311843 | Time: 3404.02 ms [2022-04-05 06:26:51 main:581] : INFO : Epoch 1710 | loss: 0.0311851 | val_loss: 0.0311844 | Time: 3413.3 ms [2022-04-05 06:26:54 main:581] : INFO : Epoch 1711 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 3451.57 ms [2022-04-05 06:26:57 main:581] : INFO : Epoch 1712 | loss: 0.0311838 | val_loss: 0.0311837 | Time: 3435.34 ms [2022-04-05 06:27:01 main:581] : INFO : Epoch 1713 | loss: 0.0311828 | val_loss: 0.031183 | Time: 3433.08 ms [2022-04-05 06:27:04 main:581] : INFO : Epoch 1714 | loss: 0.0311824 | val_loss: 0.0311841 | Time: 3414.5 ms [2022-04-05 06:27:08 main:581] : INFO : Epoch 1715 | loss: 0.0311824 | val_loss: 0.0311822 | Time: 3368.96 ms [2022-04-05 06:27:11 main:581] : INFO : Epoch 1716 | loss: 0.0311817 | val_loss: 0.0311845 | Time: 3443.99 ms [2022-04-05 06:27:15 main:581] : INFO : Epoch 1717 | loss: 0.0311816 | val_loss: 0.0311826 | Time: 3477.13 ms [2022-04-05 06:27:18 main:581] : INFO : Epoch 1718 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 3359.7 ms [2022-04-05 06:27:21 main:581] : INFO : Epoch 1719 | loss: 0.0311813 | val_loss: 0.031183 | Time: 3427.52 ms [2022-04-05 06:27:25 main:581] : INFO : Epoch 1720 | loss: 0.0311809 | val_loss: 0.0311838 | Time: 3481.52 ms [2022-04-05 06:27:28 main:581] : INFO : Epoch 1721 | loss: 0.03118 | val_loss: 0.0311838 | Time: 3373.26 ms [2022-04-05 06:27:32 main:581] : INFO : Epoch 1722 | loss: 0.0311792 | val_loss: 0.0311832 | Time: 3481.02 ms [2022-04-05 06:27:35 main:581] : INFO : Epoch 1723 | loss: 0.0311791 | val_loss: 0.0311833 | Time: 3456.57 ms [2022-04-05 06:27:39 main:581] : INFO : Epoch 1724 | loss: 0.0311785 | val_loss: 0.031182 | Time: 3464.44 ms [2022-04-05 06:27:42 main:581] : INFO : Epoch 1725 | loss: 0.0311778 | val_loss: 0.0311837 | Time: 3405.66 ms [2022-04-05 06:27:46 main:581] : INFO : Epoch 1726 | loss: 0.0311775 | val_loss: 0.0311807 | Time: 3487.38 ms [2022-04-05 06:27:49 main:581] : INFO : Epoch 1727 | loss: 0.0311769 | val_loss: 0.0311811 | Time: 3447.28 ms [2022-04-05 06:27:52 main:581] : INFO : Epoch 1728 | loss: 0.031176 | val_loss: 0.0311801 | Time: 3384.94 ms [2022-04-05 06:27:56 main:581] : INFO : Epoch 1729 | loss: 0.0311766 | val_loss: 0.0311824 | Time: 3391.82 ms [2022-04-05 06:27:59 main:581] : INFO : Epoch 1730 | loss: 0.0311785 | val_loss: 0.0311833 | Time: 3429.69 ms [2022-04-05 06:28:03 main:581] : INFO : Epoch 1731 | loss: 0.0311779 | val_loss: 0.0311805 | Time: 3431.07 ms [2022-04-05 06:28:06 main:581] : INFO : Epoch 1732 | loss: 0.0311767 | val_loss: 0.0311805 | Time: 3445.51 ms [2022-04-05 06:28:10 main:581] : INFO : Epoch 1733 | loss: 0.0311767 | val_loss: 0.031181 | Time: 3441.6 ms [2022-04-05 06:28:13 main:581] : INFO : Epoch 1734 | loss: 0.0311787 | val_loss: 0.0311773 | Time: 3435.59 ms [2022-04-05 06:28:16 main:581] : INFO : Epoch 1735 | loss: 0.031177 | val_loss: 0.031176 | Time: 3387.75 ms [2022-04-05 06:28:20 main:581] : INFO : Epoch 1736 | loss: 0.0311752 | val_loss: 0.0311765 | Time: 3413.65 ms [2022-04-05 06:28:23 main:581] : INFO : Epoch 1737 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 3385.77 ms [2022-04-05 06:28:27 main:581] : INFO : Epoch 1738 | loss: 0.0311745 | val_loss: 0.0311752 | Time: 3395.25 ms [2022-04-05 06:28:30 main:581] : INFO : Epoch 1739 | loss: 0.0311724 | val_loss: 0.0311747 | Time: 3400.02 ms [2022-04-05 06:28:33 main:581] : INFO : Epoch 1740 | loss: 0.0311722 | val_loss: 0.0311744 | Time: 3436.78 ms [2022-04-05 06:28:37 main:581] : INFO : Epoch 1741 | loss: 0.0311712 | val_loss: 0.0311749 | Time: 3433.59 ms [2022-04-05 06:28:40 main:581] : INFO : Epoch 1742 | loss: 0.0311712 | val_loss: 0.0311756 | Time: 3381.09 ms [2022-04-05 06:28:44 main:581] : INFO : Epoch 1743 | loss: 0.0311723 | val_loss: 0.0311749 | Time: 3417.68 ms [2022-04-05 06:28:47 main:581] : INFO : Epoch 1744 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 3459.81 ms [2022-04-05 06:28:50 main:581] : INFO : Epoch 1745 | loss: 0.0311702 | val_loss: 0.0311744 | Time: 3439.02 ms [2022-04-05 06:28:54 main:581] : INFO : Epoch 1746 | loss: 0.031169 | val_loss: 0.0311729 | Time: 3482.88 ms [2022-04-05 06:28:57 main:581] : INFO : Epoch 1747 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 3252.35 ms [2022-04-05 06:29:00 main:581] : INFO : Epoch 1748 | loss: 0.0311684 | val_loss: 0.0311728 | Time: 3010.65 ms [2022-04-05 06:29:03 main:581] : INFO : Epoch 1749 | loss: 0.0311677 | val_loss: 0.0311741 | Time: 3106.15 ms [2022-04-05 06:29:06 main:581] : INFO : Epoch 1750 | loss: 0.0311672 | val_loss: 0.0311732 | Time: 3131.47 ms [2022-04-05 06:29:09 main:581] : INFO : Epoch 1751 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 2901.92 ms [2022-04-05 06:29:12 main:581] : INFO : Epoch 1752 | loss: 0.0311666 | val_loss: 0.031173 | Time: 2808.81 ms [2022-04-05 06:29:15 main:581] : INFO : Epoch 1753 | loss: 0.0311664 | val_loss: 0.0311732 | Time: 3009.82 ms [2022-04-05 06:29:18 main:581] : INFO : Epoch 1754 | loss: 0.0311661 | val_loss: 0.0311731 | Time: 2848.64 ms [2022-04-05 06:29:21 main:581] : INFO : Epoch 1755 | loss: 0.0311651 | val_loss: 0.031173 | Time: 3051.85 ms [2022-04-05 06:29:24 main:581] : INFO : Epoch 1756 | loss: 0.0311651 | val_loss: 0.031175 | Time: 2671.67 ms [2022-04-05 06:29:26 main:581] : INFO : Epoch 1757 | loss: 0.0311664 | val_loss: 0.031174 | Time: 2699.17 ms [2022-04-05 06:29:29 main:581] : INFO : Epoch 1758 | loss: 0.0311664 | val_loss: 0.031172 | Time: 2625.42 ms [2022-04-05 06:29:32 main:581] : INFO : Epoch 1759 | loss: 0.0311664 | val_loss: 0.0311741 | Time: 2561.55 ms [2022-04-05 06:29:34 main:581] : INFO : Epoch 1760 | loss: 0.0311654 | val_loss: 0.0311737 | Time: 2694.43 ms [2022-04-05 06:29:37 main:581] : INFO : Epoch 1761 | loss: 0.0311664 | val_loss: 0.0311731 | Time: 2643.64 ms [2022-04-05 06:29:40 main:581] : INFO : Epoch 1762 | loss: 0.0311652 | val_loss: 0.031174 | Time: 2704.18 ms [2022-04-05 06:29:42 main:581] : INFO : Epoch 1763 | loss: 0.0311662 | val_loss: 0.0311741 | Time: 2175.18 ms [2022-04-05 06:29:44 main:581] : INFO : Epoch 1764 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 2107.31 ms [2022-04-05 06:29:46 main:581] : INFO : Epoch 1765 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 2186.44 ms [2022-04-05 06:29:48 main:581] : INFO : Epoch 1766 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 2094.13 ms [2022-04-05 06:29:50 main:581] : INFO : Epoch 1767 | loss: 0.0311708 | val_loss: 0.0311762 | Time: 2094.99 ms [2022-04-05 06:29:52 main:581] : INFO : Epoch 1768 | loss: 0.0311709 | val_loss: 0.0311764 | Time: 2092.12 ms [2022-04-05 06:29:55 main:581] : INFO : Epoch 1769 | loss: 0.0311711 | val_loss: 0.0311761 | Time: 2089.24 ms [2022-04-05 06:29:57 main:581] : INFO : Epoch 1770 | loss: 0.0311696 | val_loss: 0.0311767 | Time: 2084.4 ms [2022-04-05 06:29:59 main:581] : INFO : Epoch 1771 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 2082.13 ms [2022-04-05 06:30:01 main:581] : INFO : Epoch 1772 | loss: 0.0311719 | val_loss: 0.0311727 | Time: 2073.94 ms [2022-04-05 06:30:03 main:581] : INFO : Epoch 1773 | loss: 0.0311714 | val_loss: 0.0311744 | Time: 2051.51 ms [2022-04-05 06:30:05 main:581] : INFO : Epoch 1774 | loss: 0.0311721 | val_loss: 0.0311763 | Time: 1889.81 ms [2022-04-05 06:30:07 main:581] : INFO : Epoch 1775 | loss: 0.0311723 | val_loss: 0.0311762 | Time: 1789.79 ms [2022-04-05 06:30:08 main:581] : INFO : Epoch 1776 | loss: 0.0311707 | val_loss: 0.0311761 | Time: 1781.87 ms [2022-04-05 06:30:10 main:581] : INFO : Epoch 1777 | loss: 0.0311687 | val_loss: 0.0311768 | Time: 1792.19 ms [2022-04-05 06:30:12 main:581] : INFO : Epoch 1778 | loss: 0.0311693 | val_loss: 0.0311756 | Time: 1791.2 ms [2022-04-05 06:30:14 main:581] : INFO : Epoch 1779 | loss: 0.0311686 | val_loss: 0.0311741 | Time: 1791.98 ms [2022-04-05 06:30:15 main:581] : INFO : Epoch 1780 | loss: 0.0311681 | val_loss: 0.0311741 | Time: 1784.57 ms [2022-04-05 06:30:17 main:581] : INFO : Epoch 1781 | loss: 0.0311669 | val_loss: 0.0311774 | Time: 1788.32 ms [2022-04-05 06:30:19 main:581] : INFO : Epoch 1782 | loss: 0.0311678 | val_loss: 0.0311742 | Time: 1811.68 ms [2022-04-05 06:30:22 main:581] : INFO : Epoch 1783 | loss: 0.0311677 | val_loss: 0.0311757 | Time: 3022.66 ms [2022-04-05 06:30:25 main:581] : INFO : Epoch 1784 | loss: 0.0311683 | val_loss: 0.0311741 | Time: 3084.09 ms [2022-04-05 06:30:28 main:581] : INFO : Epoch 1785 | loss: 0.0311675 | val_loss: 0.031175 | Time: 3096.16 ms [2022-04-05 06:30:31 main:581] : INFO : Epoch 1786 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 3089.15 ms [2022-04-05 06:30:35 main:581] : INFO : Epoch 1787 | loss: 0.0311661 | val_loss: 0.0311751 | Time: 3209.46 ms [2022-04-05 06:30:38 main:581] : INFO : Epoch 1788 | loss: 0.0311666 | val_loss: 0.0311782 | Time: 3402.19 ms [2022-04-05 06:30:41 main:581] : INFO : Epoch 1789 | loss: 0.031167 | val_loss: 0.0311723 | Time: 3467.6 ms [2022-04-05 06:30:45 main:581] : INFO : Epoch 1790 | loss: 0.0311645 | val_loss: 0.0311733 | Time: 3464.21 ms [2022-04-05 06:30:48 main:581] : INFO : Epoch 1791 | loss: 0.0311638 | val_loss: 0.0311725 | Time: 3465.64 ms [2022-04-05 06:30:52 main:581] : INFO : Epoch 1792 | loss: 0.0311638 | val_loss: 0.0311727 | Time: 3466.76 ms [2022-04-05 06:30:55 main:581] : INFO : Epoch 1793 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 3489.91 ms [2022-04-05 06:30:59 main:581] : INFO : Epoch 1794 | loss: 0.0311629 | val_loss: 0.031173 | Time: 3440.92 ms [2022-04-05 06:31:02 main:581] : INFO : Epoch 1795 | loss: 0.0311633 | val_loss: 0.0311761 | Time: 3495.99 ms [2022-04-05 06:31:06 main:581] : INFO : Epoch 1796 | loss: 0.0311652 | val_loss: 0.0311753 | Time: 3483.08 ms [2022-04-05 06:31:09 main:581] : INFO : Epoch 1797 | loss: 0.031164 | val_loss: 0.0311748 | Time: 3390.42 ms [2022-04-05 06:31:12 main:581] : INFO : Epoch 1798 | loss: 0.0311625 | val_loss: 0.031172 | Time: 3336.82 ms [2022-04-05 06:31:16 main:581] : INFO : Epoch 1799 | loss: 0.0311624 | val_loss: 0.0311759 | Time: 3438.14 ms [2022-04-05 06:31:19 main:581] : INFO : Epoch 1800 | loss: 0.0311622 | val_loss: 0.0311726 | Time: 3439.42 ms [2022-04-05 06:31:23 main:581] : INFO : Epoch 1801 | loss: 0.0311621 | val_loss: 0.0311718 | Time: 3345.42 ms [2022-04-05 06:31:26 main:581] : INFO : Epoch 1802 | loss: 0.031163 | val_loss: 0.0311729 | Time: 3458.64 ms [2022-04-05 06:31:30 main:581] : INFO : Epoch 1803 | loss: 0.0311626 | val_loss: 0.031174 | Time: 3421.88 ms [2022-04-05 06:31:33 main:581] : INFO : Epoch 1804 | loss: 0.0311624 | val_loss: 0.0311745 | Time: 3435.65 ms [2022-04-05 06:31:36 main:581] : INFO : Epoch 1805 | loss: 0.0311626 | val_loss: 0.0311729 | Time: 3276.04 ms [2022-04-05 06:31:40 main:581] : INFO : Epoch 1806 | loss: 0.0311619 | val_loss: 0.031174 | Time: 3489.2 ms [2022-04-05 06:31:43 main:581] : INFO : Epoch 1807 | loss: 0.0311618 | val_loss: 0.031173 | Time: 3459.03 ms [2022-04-05 06:31:47 main:581] : INFO : Epoch 1808 | loss: 0.031163 | val_loss: 0.0311725 | Time: 3465.16 ms [2022-04-05 06:31:50 main:581] : INFO : Epoch 1809 | loss: 0.0311638 | val_loss: 0.0311731 | Time: 3481.9 ms [2022-04-05 06:31:54 main:581] : INFO : Epoch 1810 | loss: 0.0311628 | val_loss: 0.0311752 | Time: 3438.08 ms [2022-04-05 06:31:57 main:581] : INFO : Epoch 1811 | loss: 0.0311622 | val_loss: 0.0311722 | Time: 3480.97 ms [2022-04-05 06:32:01 main:581] : INFO : Epoch 1812 | loss: 0.0311625 | val_loss: 0.031173 | Time: 3437.6 ms [2022-04-05 06:32:04 main:581] : INFO : Epoch 1813 | loss: 0.0311615 | val_loss: 0.0311769 | Time: 3476.27 ms [2022-04-05 06:32:08 main:581] : INFO : Epoch 1814 | loss: 0.0311627 | val_loss: 0.0311728 | Time: 3465.48 ms [2022-04-05 06:32:11 main:581] : INFO : Epoch 1815 | loss: 0.0311626 | val_loss: 0.0311724 | Time: 3421.01 ms [2022-04-05 06:32:14 main:581] : INFO : Epoch 1816 | loss: 0.0311622 | val_loss: 0.0311732 | Time: 3377 ms [2022-04-05 06:32:18 main:581] : INFO : Epoch 1817 | loss: 0.0311617 | val_loss: 0.031175 | Time: 3399.89 ms [2022-04-05 06:32:21 main:581] : INFO : Epoch 1818 | loss: 0.0311616 | val_loss: 0.0311735 | Time: 3398.28 ms [2022-04-05 06:32:25 main:581] : INFO : Epoch 1819 | loss: 0.0311617 | val_loss: 0.031177 | Time: 3425.39 ms [2022-04-05 06:32:28 main:581] : INFO : Epoch 1820 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 3428.83 ms [2022-04-05 06:32:31 main:581] : INFO : Epoch 1821 | loss: 0.0311619 | val_loss: 0.0311731 | Time: 3405.4 ms [2022-04-05 06:32:35 main:581] : INFO : Epoch 1822 | loss: 0.0311624 | val_loss: 0.0311741 | Time: 3433.63 ms [2022-04-05 06:32:38 main:581] : INFO : Epoch 1823 | loss: 0.0311623 | val_loss: 0.031176 | Time: 3473.21 ms [2022-04-05 06:32:42 main:581] : INFO : Epoch 1824 | loss: 0.0311622 | val_loss: 0.0311735 | Time: 3375.3 ms [2022-04-05 06:32:45 main:581] : INFO : Epoch 1825 | loss: 0.031161 | val_loss: 0.0311738 | Time: 3413.99 ms [2022-04-05 06:32:48 main:581] : INFO : Epoch 1826 | loss: 0.0311617 | val_loss: 0.031174 | Time: 3401.64 ms [2022-04-05 06:32:52 main:581] : INFO : Epoch 1827 | loss: 0.0311608 | val_loss: 0.0311736 | Time: 3400.96 ms [2022-04-05 06:32:55 main:581] : INFO : Epoch 1828 | loss: 0.0311611 | val_loss: 0.0311745 | Time: 3421.84 ms [2022-04-05 06:32:59 main:581] : INFO : Epoch 1829 | loss: 0.0311609 | val_loss: 0.0311741 | Time: 3346.48 ms [2022-04-05 06:33:02 main:581] : INFO : Epoch 1830 | loss: 0.031164 | val_loss: 0.0311769 | Time: 3409.95 ms [2022-04-05 06:33:05 main:581] : INFO : Epoch 1831 | loss: 0.0311623 | val_loss: 0.0311753 | Time: 3388.13 ms [2022-04-05 06:33:09 main:581] : INFO : Epoch 1832 | loss: 0.0311612 | val_loss: 0.0311749 | Time: 3397.12 ms [2022-04-05 06:33:12 main:581] : INFO : Epoch 1833 | loss: 0.0311617 | val_loss: 0.0311727 | Time: 3449.57 ms [2022-04-05 06:33:16 main:581] : INFO : Epoch 1834 | loss: 0.0311615 | val_loss: 0.0311743 | Time: 3389.59 ms [2022-04-05 06:33:19 main:581] : INFO : Epoch 1835 | loss: 0.0311632 | val_loss: 0.0311741 | Time: 3433.81 ms [2022-04-05 06:33:23 main:581] : INFO : Epoch 1836 | loss: 0.031161 | val_loss: 0.031176 | Time: 3453.87 ms [2022-04-05 06:33:26 main:581] : INFO : Epoch 1837 | loss: 0.0311608 | val_loss: 0.0311737 | Time: 3327.25 ms [2022-04-05 06:33:29 main:581] : INFO : Epoch 1838 | loss: 0.0311591 | val_loss: 0.0311778 | Time: 3454.58 ms [2022-04-05 06:33:33 main:581] : INFO : Epoch 1839 | loss: 0.0311603 | val_loss: 0.0311733 | Time: 3431.5 ms [2022-04-05 06:33:36 main:581] : INFO : Epoch 1840 | loss: 0.0311602 | val_loss: 0.031173 | Time: 3385.85 ms [2022-04-05 06:33:40 main:581] : INFO : Epoch 1841 | loss: 0.0311595 | val_loss: 0.0311737 | Time: 3443.57 ms [2022-04-05 06:33:43 main:581] : INFO : Epoch 1842 | loss: 0.0311587 | val_loss: 0.0311729 | Time: 3456.66 ms [2022-04-05 06:33:47 main:581] : INFO : Epoch 1843 | loss: 0.0311588 | val_loss: 0.031172 | Time: 3432.36 ms [2022-04-05 06:33:50 main:581] : INFO : Epoch 1844 | loss: 0.0311582 | val_loss: 0.031177 | Time: 3474 ms [2022-04-05 06:33:53 main:581] : INFO : Epoch 1845 | loss: 0.0311586 | val_loss: 0.0311741 | Time: 3439.22 ms [2022-04-05 06:33:57 main:581] : INFO : Epoch 1846 | loss: 0.0311577 | val_loss: 0.0311723 | Time: 3412.84 ms [2022-04-05 06:34:00 main:581] : INFO : Epoch 1847 | loss: 0.0311577 | val_loss: 0.0311755 | Time: 3430.88 ms [2022-04-05 06:34:04 main:581] : INFO : Epoch 1848 | loss: 0.0311589 | val_loss: 0.0311745 | Time: 3443.04 ms [2022-04-05 06:34:07 main:581] : INFO : Epoch 1849 | loss: 0.0311588 | val_loss: 0.0311763 | Time: 3400.45 ms [2022-04-05 06:34:10 main:581] : INFO : Epoch 1850 | loss: 0.0311578 | val_loss: 0.0311759 | Time: 3359.21 ms [2022-04-05 06:34:14 main:581] : INFO : Epoch 1851 | loss: 0.0311573 | val_loss: 0.0311752 | Time: 3417.68 ms [2022-04-05 06:34:17 main:581] : INFO : Epoch 1852 | loss: 0.0311584 | val_loss: 0.0311743 | Time: 3415.25 ms [2022-04-05 06:34:21 main:581] : INFO : Epoch 1853 | loss: 0.0311598 | val_loss: 0.0311765 | Time: 3269.78 ms [2022-04-05 06:34:24 main:581] : INFO : Epoch 1854 | loss: 0.0311615 | val_loss: 0.0311745 | Time: 3019.34 ms [2022-04-05 06:34:27 main:581] : INFO : Epoch 1855 | loss: 0.0311577 | val_loss: 0.0311745 | Time: 3090.76 ms [2022-04-05 06:34:30 main:581] : INFO : Epoch 1856 | loss: 0.0311575 | val_loss: 0.0311751 | Time: 3048.12 ms [2022-04-05 06:34:33 main:581] : INFO : Epoch 1857 | loss: 0.0311576 | val_loss: 0.0311747 | Time: 3014.29 ms [2022-04-05 06:34:36 main:581] : INFO : Epoch 1858 | loss: 0.0311586 | val_loss: 0.0311765 | Time: 2924.66 ms [2022-04-05 06:34:39 main:581] : INFO : Epoch 1859 | loss: 0.0311587 | val_loss: 0.0311795 | Time: 3041.22 ms [2022-04-05 06:34:42 main:581] : INFO : Epoch 1860 | loss: 0.0311641 | val_loss: 0.0311788 | Time: 3006.14 ms [2022-04-05 06:34:45 main:581] : INFO : Epoch 1861 | loss: 0.0311605 | val_loss: 0.0311746 | Time: 2813.7 ms [2022-04-05 06:34:48 main:581] : INFO : Epoch 1862 | loss: 0.031159 | val_loss: 0.0311722 | Time: 2962.6 ms [2022-04-05 06:34:50 main:581] : INFO : Epoch 1863 | loss: 0.0311571 | val_loss: 0.0311724 | Time: 2860.8 ms [2022-04-05 06:34:53 main:581] : INFO : Epoch 1864 | loss: 0.031158 | val_loss: 0.031175 | Time: 2720.61 ms [2022-04-05 06:34:56 main:581] : INFO : Epoch 1865 | loss: 0.0311573 | val_loss: 0.0311739 | Time: 2767.99 ms [2022-04-05 06:34:58 main:581] : INFO : Epoch 1866 | loss: 0.0311585 | val_loss: 0.031178 | Time: 2612.38 ms [2022-04-05 06:35:01 main:581] : INFO : Epoch 1867 | loss: 0.0311566 | val_loss: 0.031178 | Time: 2856.87 ms [2022-04-05 06:35:04 main:581] : INFO : Epoch 1868 | loss: 0.0311571 | val_loss: 0.0311746 | Time: 2828.27 ms [2022-04-05 06:35:07 main:581] : INFO : Epoch 1869 | loss: 0.0311595 | val_loss: 0.0311748 | Time: 2874.47 ms [2022-04-05 06:35:10 main:581] : INFO : Epoch 1870 | loss: 0.0311579 | val_loss: 0.0311755 | Time: 2707.43 ms [2022-04-05 06:35:13 main:581] : INFO : Epoch 1871 | loss: 0.0311623 | val_loss: 0.031174 | Time: 2901.38 ms [2022-04-05 06:35:15 main:581] : INFO : Epoch 1872 | loss: 0.0311646 | val_loss: 0.0311771 | Time: 2776.58 ms [2022-04-05 06:35:18 main:581] : INFO : Epoch 1873 | loss: 0.031166 | val_loss: 0.0311717 | Time: 2705.47 ms [2022-04-05 06:35:21 main:581] : INFO : Epoch 1874 | loss: 0.031165 | val_loss: 0.0311695 | Time: 2746.72 ms [2022-04-05 06:35:23 main:581] : INFO : Epoch 1875 | loss: 0.0311645 | val_loss: 0.031173 | Time: 2607.95 ms [2022-04-05 06:35:26 main:581] : INFO : Epoch 1876 | loss: 0.0311661 | val_loss: 0.0311765 | Time: 2428.8 ms [2022-04-05 06:35:28 main:581] : INFO : Epoch 1877 | loss: 0.0311663 | val_loss: 0.0311786 | Time: 2426.79 ms [2022-04-05 06:35:31 main:581] : INFO : Epoch 1878 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 2315.71 ms [2022-04-05 06:35:33 main:581] : INFO : Epoch 1879 | loss: 0.0311636 | val_loss: 0.0311726 | Time: 2113.83 ms [2022-04-05 06:35:35 main:581] : INFO : Epoch 1880 | loss: 0.0311618 | val_loss: 0.0311733 | Time: 2103.96 ms [2022-04-05 06:35:37 main:581] : INFO : Epoch 1881 | loss: 0.0311618 | val_loss: 0.0311755 | Time: 2099.82 ms [2022-04-05 06:35:39 main:581] : INFO : Epoch 1882 | loss: 0.0311624 | val_loss: 0.0311746 | Time: 2100.63 ms [2022-04-05 06:35:41 main:581] : INFO : Epoch 1883 | loss: 0.0311642 | val_loss: 0.0311745 | Time: 2098.59 ms [2022-04-05 06:35:43 main:581] : INFO : Epoch 1884 | loss: 0.0311645 | val_loss: 0.0311761 | Time: 2091.78 ms [2022-04-05 06:35:45 main:581] : INFO : Epoch 1885 | loss: 0.0311634 | val_loss: 0.0311749 | Time: 2093.23 ms [2022-04-05 06:35:47 main:581] : INFO : Epoch 1886 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 2085.08 ms [2022-04-05 06:35:50 main:581] : INFO : Epoch 1887 | loss: 0.0311636 | val_loss: 0.0311756 | Time: 2049.16 ms [2022-04-05 06:35:51 main:581] : INFO : Epoch 1888 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 1954 ms [2022-04-05 06:35:53 main:581] : INFO : Epoch 1889 | loss: 0.031165 | val_loss: 0.0311771 | Time: 1907.83 ms [2022-04-05 06:35:55 main:581] : INFO : Epoch 1890 | loss: 0.0311639 | val_loss: 0.0311758 | Time: 1804.24 ms [2022-04-05 06:35:57 main:581] : INFO : Epoch 1891 | loss: 0.0311621 | val_loss: 0.0311753 | Time: 1798.38 ms [2022-04-05 06:35:59 main:581] : INFO : Epoch 1892 | loss: 0.0311609 | val_loss: 0.0311723 | Time: 1789.92 ms [2022-04-05 06:36:01 main:581] : INFO : Epoch 1893 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 1755.4 ms [2022-04-05 06:36:02 main:581] : INFO : Epoch 1894 | loss: 0.0311612 | val_loss: 0.0311747 | Time: 1754.36 ms [2022-04-05 06:36:04 main:581] : INFO : Epoch 1895 | loss: 0.0311601 | val_loss: 0.0311716 | Time: 1752.36 ms [2022-04-05 06:36:06 main:581] : INFO : Epoch 1896 | loss: 0.0311606 | val_loss: 0.0311748 | Time: 1750.13 ms [2022-04-05 06:36:08 main:581] : INFO : Epoch 1897 | loss: 0.0311633 | val_loss: 0.031173 | Time: 1746.73 ms [2022-04-05 06:36:09 main:581] : INFO : Epoch 1898 | loss: 0.0311609 | val_loss: 0.031175 | Time: 1758.62 ms [2022-04-05 06:36:11 main:581] : INFO : Epoch 1899 | loss: 0.0311594 | val_loss: 0.0311716 | Time: 1756.48 ms [2022-04-05 06:36:13 main:581] : INFO : Epoch 1900 | loss: 0.0311584 | val_loss: 0.0311734 | Time: 1749.77 ms [2022-04-05 06:36:15 main:581] : INFO : Epoch 1901 | loss: 0.0311586 | val_loss: 0.0311717 | Time: 1748.39 ms [2022-04-05 06:36:16 main:581] : INFO : Epoch 1902 | loss: 0.0311592 | val_loss: 0.0311718 | Time: 1748.75 ms [2022-04-05 06:36:18 main:581] : INFO : Epoch 1903 | loss: 0.0311611 | val_loss: 0.0311731 | Time: 1749.95 ms [2022-04-05 06:36:20 main:581] : INFO : Epoch 1904 | loss: 0.031164 | val_loss: 0.0311726 | Time: 1751.63 ms [2022-04-05 06:36:22 main:581] : INFO : Epoch 1905 | loss: 0.0311641 | val_loss: 0.0311724 | Time: 1748.79 ms [2022-04-05 06:36:23 main:581] : INFO : Epoch 1906 | loss: 0.0311608 | val_loss: 0.0311765 | Time: 1748.61 ms [2022-04-05 06:36:25 main:581] : INFO : Epoch 1907 | loss: 0.0311598 | val_loss: 0.0311743 | Time: 1750.68 ms [2022-04-05 06:36:27 main:581] : INFO : Epoch 1908 | loss: 0.0311586 | val_loss: 0.0311751 | Time: 1750.62 ms [2022-04-05 06:36:29 main:581] : INFO : Epoch 1909 | loss: 0.0311591 | val_loss: 0.0311788 | Time: 1750.39 ms [2022-04-05 06:36:30 main:581] : INFO : Epoch 1910 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 1750.78 ms [2022-04-05 06:36:32 main:581] : INFO : Epoch 1911 | loss: 0.0311606 | val_loss: 0.0311822 | Time: 1745.69 ms [2022-04-05 06:36:35 main:581] : INFO : Epoch 1912 | loss: 0.031161 | val_loss: 0.0311753 | Time: 2595.37 ms [2022-04-05 06:36:38 main:581] : INFO : Epoch 1913 | loss: 0.0311619 | val_loss: 0.0311751 | Time: 3087.61 ms [2022-04-05 06:36:41 main:581] : INFO : Epoch 1914 | loss: 0.0311631 | val_loss: 0.031175 | Time: 3092.65 ms [2022-04-05 06:36:44 main:581] : INFO : Epoch 1915 | loss: 0.031163 | val_loss: 0.0311729 | Time: 3080.2 ms [2022-04-05 06:36:47 main:581] : INFO : Epoch 1916 | loss: 0.0311622 | val_loss: 0.0311772 | Time: 3086.06 ms [2022-04-05 06:36:50 main:581] : INFO : Epoch 1917 | loss: 0.0311602 | val_loss: 0.0311738 | Time: 3460.18 ms [2022-04-05 06:36:54 main:581] : INFO : Epoch 1918 | loss: 0.0311601 | val_loss: 0.0311756 | Time: 3448.28 ms [2022-04-05 06:36:57 main:581] : INFO : Epoch 1919 | loss: 0.0311595 | val_loss: 0.0311745 | Time: 3437.48 ms [2022-04-05 06:37:01 main:581] : INFO : Epoch 1920 | loss: 0.031159 | val_loss: 0.0311756 | Time: 3459.42 ms [2022-04-05 06:37:04 main:581] : INFO : Epoch 1921 | loss: 0.03116 | val_loss: 0.0311804 | Time: 3399.21 ms [2022-04-05 06:37:08 main:581] : INFO : Epoch 1922 | loss: 0.0311601 | val_loss: 0.0311749 | Time: 3431.94 ms [2022-04-05 06:37:11 main:581] : INFO : Epoch 1923 | loss: 0.0311597 | val_loss: 0.0311745 | Time: 3493.96 ms [2022-04-05 06:37:15 main:581] : INFO : Epoch 1924 | loss: 0.0311598 | val_loss: 0.0311746 | Time: 3512.77 ms [2022-04-05 06:37:18 main:581] : INFO : Epoch 1925 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 3476.42 ms [2022-04-05 06:37:22 main:581] : INFO : Epoch 1926 | loss: 0.0311603 | val_loss: 0.031174 | Time: 3475.8 ms [2022-04-05 06:37:25 main:581] : INFO : Epoch 1927 | loss: 0.0311597 | val_loss: 0.0311768 | Time: 3476.09 ms [2022-04-05 06:37:28 main:581] : INFO : Epoch 1928 | loss: 0.0311591 | val_loss: 0.0311736 | Time: 3390.59 ms [2022-04-05 06:37:32 main:581] : INFO : Epoch 1929 | loss: 0.0311593 | val_loss: 0.0311747 | Time: 3456.92 ms [2022-04-05 06:37:35 main:581] : INFO : Epoch 1930 | loss: 0.0311593 | val_loss: 0.031175 | Time: 3442.25 ms [2022-04-05 06:37:39 main:581] : INFO : Epoch 1931 | loss: 0.0311591 | val_loss: 0.0311766 | Time: 3402.34 ms [2022-04-05 06:37:42 main:581] : INFO : Epoch 1932 | loss: 0.0311619 | val_loss: 0.031179 | Time: 3409.46 ms [2022-04-05 06:37:46 main:581] : INFO : Epoch 1933 | loss: 0.03116 | val_loss: 0.0311806 | Time: 3378.59 ms [2022-04-05 06:37:49 main:581] : INFO : Epoch 1934 | loss: 0.0311598 | val_loss: 0.0311745 | Time: 3347.84 ms [2022-04-05 06:37:52 main:581] : INFO : Epoch 1935 | loss: 0.0311573 | val_loss: 0.0311726 | Time: 3409.38 ms [2022-04-05 06:37:56 main:581] : INFO : Epoch 1936 | loss: 0.0311562 | val_loss: 0.0311738 | Time: 3414.49 ms [2022-04-05 06:37:59 main:581] : INFO : Epoch 1937 | loss: 0.0311581 | val_loss: 0.0311756 | Time: 3436.7 ms [2022-04-05 06:38:03 main:581] : INFO : Epoch 1938 | loss: 0.0311619 | val_loss: 0.0311741 | Time: 3411.45 ms [2022-04-05 06:38:06 main:581] : INFO : Epoch 1939 | loss: 0.0311605 | val_loss: 0.0311754 | Time: 3431.72 ms [2022-04-05 06:38:09 main:581] : INFO : Epoch 1940 | loss: 0.0311591 | val_loss: 0.0311769 | Time: 3422.77 ms [2022-04-05 06:38:13 main:581] : INFO : Epoch 1941 | loss: 0.0311591 | val_loss: 0.031175 | Time: 3450.26 ms [2022-04-05 06:38:16 main:581] : INFO : Epoch 1942 | loss: 0.0311633 | val_loss: 0.0311792 | Time: 3415.37 ms [2022-04-05 06:38:20 main:581] : INFO : Epoch 1943 | loss: 0.0311639 | val_loss: 0.0311779 | Time: 3398.76 ms [2022-04-05 06:38:23 main:581] : INFO : Epoch 1944 | loss: 0.0311604 | val_loss: 0.031174 | Time: 3428.1 ms [2022-04-05 06:38:27 main:581] : INFO : Epoch 1945 | loss: 0.031161 | val_loss: 0.0311755 | Time: 3417.19 ms [2022-04-05 06:38:30 main:581] : INFO : Epoch 1946 | loss: 0.0311594 | val_loss: 0.0311758 | Time: 3380.78 ms [2022-04-05 06:38:33 main:581] : INFO : Epoch 1947 | loss: 0.0311611 | val_loss: 0.0311739 | Time: 3459.63 ms [2022-04-05 06:38:37 main:581] : INFO : Epoch 1948 | loss: 0.0311599 | val_loss: 0.0311745 | Time: 3419.7 ms [2022-04-05 06:38:40 main:581] : INFO : Epoch 1949 | loss: 0.0311613 | val_loss: 0.0311742 | Time: 3422.4 ms [2022-04-05 06:38:44 main:581] : INFO : Epoch 1950 | loss: 0.031163 | val_loss: 0.0311745 | Time: 3437.39 ms [2022-04-05 06:38:47 main:581] : INFO : Epoch 1951 | loss: 0.0311621 | val_loss: 0.0311788 | Time: 3441.55 ms [2022-04-05 06:38:51 main:581] : INFO : Epoch 1952 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 3417.48 ms [2022-04-05 06:38:54 main:581] : INFO : Epoch 1953 | loss: 0.0311608 | val_loss: 0.0311782 | Time: 3460.29 ms [2022-04-05 06:38:57 main:581] : INFO : Epoch 1954 | loss: 0.0311603 | val_loss: 0.0311775 | Time: 3409.41 ms [2022-04-05 06:39:01 main:581] : INFO : Epoch 1955 | loss: 0.0311601 | val_loss: 0.0311744 | Time: 3419.79 ms [2022-04-05 06:39:04 main:581] : INFO : Epoch 1956 | loss: 0.0311582 | val_loss: 0.0311765 | Time: 3454.07 ms [2022-04-05 06:39:08 main:581] : INFO : Epoch 1957 | loss: 0.0311579 | val_loss: 0.0311764 | Time: 3441.98 ms [2022-04-05 06:39:11 main:581] : INFO : Epoch 1958 | loss: 0.0311595 | val_loss: 0.0311773 | Time: 3388.37 ms [2022-04-05 06:39:14 main:581] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.031175 | Time: 3135.72 ms [2022-04-05 06:39:18 main:581] : INFO : Epoch 1960 | loss: 0.0311581 | val_loss: 0.0311764 | Time: 3479.15 ms [2022-04-05 06:39:21 main:581] : INFO : Epoch 1961 | loss: 0.0311571 | val_loss: 0.0311765 | Time: 3444.73 ms [2022-04-05 06:39:25 main:581] : INFO : Epoch 1962 | loss: 0.0311581 | val_loss: 0.0311765 | Time: 3422.95 ms [2022-04-05 06:39:28 main:581] : INFO : Epoch 1963 | loss: 0.0311572 | val_loss: 0.0311765 | Time: 3433.65 ms [2022-04-05 06:39:31 main:581] : INFO : Epoch 1964 | loss: 0.031157 | val_loss: 0.0311772 | Time: 3409.33 ms [2022-04-05 06:39:35 main:581] : INFO : Epoch 1965 | loss: 0.0311568 | val_loss: 0.0311777 | Time: 3429.13 ms [2022-04-05 06:39:38 main:581] : INFO : Epoch 1966 | loss: 0.0311561 | val_loss: 0.0311742 | Time: 3419.78 ms [2022-04-05 06:39:42 main:581] : INFO : Epoch 1967 | loss: 0.0311567 | val_loss: 0.0311741 | Time: 3379.37 ms [2022-04-05 06:39:45 main:581] : INFO : Epoch 1968 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 3404.59 ms [2022-04-05 06:39:49 main:581] : INFO : Epoch 1969 | loss: 0.0311563 | val_loss: 0.0311792 | Time: 3447.61 ms [2022-04-05 06:39:52 main:581] : INFO : Epoch 1970 | loss: 0.0311592 | val_loss: 0.0311741 | Time: 3357.08 ms [2022-04-05 06:39:55 main:581] : INFO : Epoch 1971 | loss: 0.03116 | val_loss: 0.0311772 | Time: 3442.91 ms [2022-04-05 06:39:59 main:581] : INFO : Epoch 1972 | loss: 0.0311594 | val_loss: 0.0311748 | Time: 3405.47 ms [2022-04-05 06:40:02 main:581] : INFO : Epoch 1973 | loss: 0.0311583 | val_loss: 0.0311774 | Time: 3429.35 ms [2022-04-05 06:40:06 main:581] : INFO : Epoch 1974 | loss: 0.0311582 | val_loss: 0.0311748 | Time: 3437.54 ms [2022-04-05 06:40:09 main:581] : INFO : Epoch 1975 | loss: 0.0311562 | val_loss: 0.0311742 | Time: 3398.61 ms [2022-04-05 06:40:12 main:581] : INFO : Epoch 1976 | loss: 0.0311576 | val_loss: 0.0311736 | Time: 3461.33 ms [2022-04-05 06:40:16 main:581] : INFO : Epoch 1977 | loss: 0.0311556 | val_loss: 0.0311722 | Time: 3439.68 ms [2022-04-05 06:40:19 main:581] : INFO : Epoch 1978 | loss: 0.0311554 | val_loss: 0.0311716 | Time: 3426.53 ms [2022-04-05 06:40:23 main:581] : INFO : Epoch 1979 | loss: 0.0311566 | val_loss: 0.0311731 | Time: 3370.56 ms [2022-04-05 06:40:26 main:581] : INFO : Epoch 1980 | loss: 0.0311559 | val_loss: 0.0311743 | Time: 3416.82 ms [2022-04-05 06:40:30 main:581] : INFO : Epoch 1981 | loss: 0.0311557 | val_loss: 0.0311735 | Time: 3417.33 ms [2022-04-05 06:40:33 main:581] : INFO : Epoch 1982 | loss: 0.0311543 | val_loss: 0.0311745 | Time: 3390.5 ms [2022-04-05 06:40:36 main:581] : INFO : Epoch 1983 | loss: 0.0311539 | val_loss: 0.0311769 | Time: 3394.65 ms [2022-04-05 06:40:40 main:581] : INFO : Epoch 1984 | loss: 0.031157 | val_loss: 0.0311731 | Time: 3406.92 ms [2022-04-05 06:40:43 main:581] : INFO : Epoch 1985 | loss: 0.0311588 | val_loss: 0.031175 | Time: 3398.74 ms [2022-04-05 06:40:46 main:581] : INFO : Epoch 1986 | loss: 0.031157 | val_loss: 0.0311707 | Time: 3327.12 ms [2022-04-05 06:40:50 main:581] : INFO : Epoch 1987 | loss: 0.0311555 | val_loss: 0.0311725 | Time: 3405.25 ms [2022-04-05 06:40:53 main:581] : INFO : Epoch 1988 | loss: 0.0311543 | val_loss: 0.0311761 | Time: 3375.2 ms [2022-04-05 06:40:57 main:581] : INFO : Epoch 1989 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 3405.16 ms [2022-04-05 06:41:00 main:581] : INFO : Epoch 1990 | loss: 0.0311543 | val_loss: 0.031173 | Time: 3398.2 ms [2022-04-05 06:41:03 main:581] : INFO : Epoch 1991 | loss: 0.0311569 | val_loss: 0.0311818 | Time: 3263.27 ms [2022-04-05 06:41:06 main:581] : INFO : Epoch 1992 | loss: 0.0311597 | val_loss: 0.0311734 | Time: 3130.27 ms [2022-04-05 06:41:10 main:581] : INFO : Epoch 1993 | loss: 0.0311547 | val_loss: 0.0311748 | Time: 3319.01 ms [2022-04-05 06:41:13 main:581] : INFO : Epoch 1994 | loss: 0.031154 | val_loss: 0.0311759 | Time: 2991.73 ms [2022-04-05 06:41:16 main:581] : INFO : Epoch 1995 | loss: 0.0311565 | val_loss: 0.0311756 | Time: 3007.14 ms [2022-04-05 06:41:19 main:581] : INFO : Epoch 1996 | loss: 0.0311557 | val_loss: 0.0311778 | Time: 3053.72 ms [2022-04-05 06:41:22 main:581] : INFO : Epoch 1997 | loss: 0.0311546 | val_loss: 0.0311771 | Time: 2880.4 ms [2022-04-05 06:41:24 main:581] : INFO : Epoch 1998 | loss: 0.0311564 | val_loss: 0.0311748 | Time: 2672.89 ms [2022-04-05 06:41:27 main:581] : INFO : Epoch 1999 | loss: 0.0311585 | val_loss: 0.0311747 | Time: 2704.75 ms [2022-04-05 06:41:30 main:581] : INFO : Epoch 2000 | loss: 0.0311567 | val_loss: 0.0311752 | Time: 2729.96 ms [2022-04-05 06:41:32 main:581] : INFO : Epoch 2001 | loss: 0.0311606 | val_loss: 0.031176 | Time: 2632.25 ms [2022-04-05 06:41:35 main:581] : INFO : Epoch 2002 | loss: 0.0311569 | val_loss: 0.0311762 | Time: 2802.24 ms [2022-04-05 06:41:38 main:581] : INFO : Epoch 2003 | loss: 0.0311542 | val_loss: 0.0311733 | Time: 2665.65 ms [2022-04-05 06:41:41 main:581] : INFO : Epoch 2004 | loss: 0.0311575 | val_loss: 0.0311782 | Time: 2724.06 ms [2022-04-05 06:41:43 main:581] : INFO : Epoch 2005 | loss: 0.0311549 | val_loss: 0.0311785 | Time: 2315.57 ms [2022-04-05 06:41:45 main:581] : INFO : Epoch 2006 | loss: 0.031155 | val_loss: 0.0311761 | Time: 2096.07 ms [2022-04-05 06:41:47 main:581] : INFO : Epoch 2007 | loss: 0.0311541 | val_loss: 0.0311772 | Time: 2096.18 ms [2022-04-05 06:41:49 main:581] : INFO : Epoch 2008 | loss: 0.0311539 | val_loss: 0.0311758 | Time: 2090.36 ms [2022-04-05 06:41:51 main:581] : INFO : Epoch 2009 | loss: 0.0311537 | val_loss: 0.0311766 | Time: 2084.71 ms [2022-04-05 06:41:53 main:581] : INFO : Epoch 2010 | loss: 0.0311546 | val_loss: 0.0311741 | Time: 2083.19 ms [2022-04-05 06:41:55 main:581] : INFO : Epoch 2011 | loss: 0.0311538 | val_loss: 0.0311761 | Time: 2081.72 ms [2022-04-05 06:41:58 main:581] : INFO : Epoch 2012 | loss: 0.0311532 | val_loss: 0.0311763 | Time: 2065.74 ms [2022-04-05 06:42:00 main:581] : INFO : Epoch 2013 | loss: 0.0311535 | val_loss: 0.0311748 | Time: 2037.24 ms [2022-04-05 06:42:02 main:581] : INFO : Epoch 2014 | loss: 0.0311537 | val_loss: 0.0311752 | Time: 1985.77 ms [2022-04-05 06:42:04 main:581] : INFO : Epoch 2015 | loss: 0.0311537 | val_loss: 0.0311781 | Time: 1939.21 ms [2022-04-05 06:42:05 main:581] : INFO : Epoch 2016 | loss: 0.0311547 | val_loss: 0.0311765 | Time: 1892.06 ms [2022-04-05 06:42:07 main:581] : INFO : Epoch 2017 | loss: 0.0311531 | val_loss: 0.0311766 | Time: 1816.21 ms [2022-04-05 06:42:09 main:581] : INFO : Epoch 2018 | loss: 0.0311516 | val_loss: 0.0311769 | Time: 1749.8 ms [2022-04-05 06:42:11 main:581] : INFO : Epoch 2019 | loss: 0.0311538 | val_loss: 0.0311777 | Time: 1744.06 ms [2022-04-05 06:42:12 main:581] : INFO : Epoch 2020 | loss: 0.0311547 | val_loss: 0.0311765 | Time: 1737.88 ms [2022-04-05 06:42:14 main:581] : INFO : Epoch 2021 | loss: 0.0311543 | val_loss: 0.0311794 | Time: 1742.65 ms [2022-04-05 06:42:16 main:581] : INFO : Epoch 2022 | loss: 0.0311582 | val_loss: 0.031179 | Time: 1739.84 ms [2022-04-05 06:42:18 main:581] : INFO : Epoch 2023 | loss: 0.0311569 | val_loss: 0.0311798 | Time: 2151.41 ms [2022-04-05 06:42:21 main:581] : INFO : Epoch 2024 | loss: 0.0311538 | val_loss: 0.0311741 | Time: 3058.42 ms [2022-04-05 06:42:24 main:581] : INFO : Epoch 2025 | loss: 0.0311539 | val_loss: 0.0311769 | Time: 3063.15 ms [2022-04-05 06:42:27 main:581] : INFO : Epoch 2026 | loss: 0.0311527 | val_loss: 0.0311768 | Time: 3072.9 ms [2022-04-05 06:42:30 main:581] : INFO : Epoch 2027 | loss: 0.031157 | val_loss: 0.0311751 | Time: 3057.22 ms [2022-04-05 06:42:34 main:581] : INFO : Epoch 2028 | loss: 0.031156 | val_loss: 0.031174 | Time: 3293.68 ms [2022-04-05 06:42:37 main:581] : INFO : Epoch 2029 | loss: 0.0311552 | val_loss: 0.0311753 | Time: 3448.12 ms [2022-04-05 06:42:41 main:581] : INFO : Epoch 2030 | loss: 0.031155 | val_loss: 0.0311808 | Time: 3446.57 ms [2022-04-05 06:42:44 main:581] : INFO : Epoch 2031 | loss: 0.0311546 | val_loss: 0.0311774 | Time: 3431.43 ms [2022-04-05 06:42:47 main:581] : INFO : Epoch 2032 | loss: 0.0311543 | val_loss: 0.0311751 | Time: 3446.64 ms [2022-04-05 06:42:51 main:581] : INFO : Epoch 2033 | loss: 0.0311532 | val_loss: 0.031174 | Time: 3463.42 ms [2022-04-05 06:42:54 main:581] : INFO : Epoch 2034 | loss: 0.0311539 | val_loss: 0.0311765 | Time: 3439.33 ms [2022-04-05 06:42:58 main:581] : INFO : Epoch 2035 | loss: 0.0311543 | val_loss: 0.0311765 | Time: 3418.78 ms [2022-04-05 06:43:01 main:581] : INFO : Epoch 2036 | loss: 0.0311556 | val_loss: 0.0311739 | Time: 3432.68 ms [2022-04-05 06:43:05 main:581] : INFO : Epoch 2037 | loss: 0.031155 | val_loss: 0.031173 | Time: 3382.74 ms [2022-04-05 06:43:08 main:581] : INFO : Epoch 2038 | loss: 0.0311541 | val_loss: 0.0311744 | Time: 3346.31 ms [2022-04-05 06:43:11 main:581] : INFO : Epoch 2039 | loss: 0.0311563 | val_loss: 0.0311757 | Time: 3468.97 ms [2022-04-05 06:43:15 main:581] : INFO : Epoch 2040 | loss: 0.0311539 | val_loss: 0.0311762 | Time: 3454.38 ms [2022-04-05 06:43:18 main:581] : INFO : Epoch 2041 | loss: 0.0311519 | val_loss: 0.031174 | Time: 3414.31 ms [2022-04-05 06:43:22 main:581] : INFO : Epoch 2042 | loss: 0.0311543 | val_loss: 0.0311822 | Time: 3419.11 ms [2022-04-05 06:43:25 main:581] : INFO : Epoch 2043 | loss: 0.0311565 | val_loss: 0.0311832 | Time: 3425.49 ms [2022-04-05 06:43:28 main:581] : INFO : Epoch 2044 | loss: 0.0311535 | val_loss: 0.0311745 | Time: 3403.9 ms [2022-04-05 06:43:32 main:581] : INFO : Epoch 2045 | loss: 0.0311543 | val_loss: 0.0311758 | Time: 3410.42 ms [2022-04-05 06:43:35 main:581] : INFO : Epoch 2046 | loss: 0.0311529 | val_loss: 0.0311751 | Time: 3415.77 ms [2022-04-05 06:43:39 main:581] : INFO : Epoch 2047 | loss: 0.0311521 | val_loss: 0.0311753 | Time: 3445.8 ms [2022-04-05 06:43:42 main:581] : INFO : Epoch 2048 | loss: 0.0311524 | val_loss: 0.0311761 | Time: 3356.78 ms [2022-04-05 06:43:42 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311761 [2022-04-05 06:43:42 main:610] : INFO : Saving end state to config to file [2022-04-05 06:43:42 main:615] : INFO : Success, exiting.. 06:43:42 (1702366): 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)