Task 11569764
| Name | ParityModified-1639964974-19092-3-0_0 |
| Workunit | 8792018 |
| Created | 15 Feb 2022, 1:51:48 UTC |
| Sent | 26 Feb 2022, 14:40:47 UTC |
| Report deadline | 6 Mar 2022, 14:40:47 UTC |
| Received | 27 Mar 2022, 23:22:02 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6145 |
| Run time | 1 hours 37 min 9 sec |
| CPU time | 1 hours 37 min 9 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 1,442.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.23 GB |
| Peak swap size | 3.44 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 08:50 main:574] : INFO : Epoch 1542 | loss: 0.0311708 | val_loss: 0.0311743 | Time: 2796.31 ms [2022-03-27 00:08:53 main:574] : INFO : Epoch 1543 | loss: 0.0311731 | val_loss: 0.0311733 | Time: 2796.67 ms [2022-03-27 00:08:56 main:574] : INFO : Epoch 1544 | loss: 0.0311713 | val_loss: 0.0311786 | Time: 2806.34 ms [2022-03-27 00:08:59 main:574] : INFO : Epoch 1545 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 2805.15 ms [2022-03-27 00:09:01 main:574] : INFO : Epoch 1546 | loss: 0.0311709 | val_loss: 0.0311758 | Time: 2806.2 ms [2022-03-27 00:09:04 main:574] : INFO : Epoch 1547 | loss: 0.0311707 | val_loss: 0.031179 | Time: 2808.57 ms [2022-03-27 00:09:07 main:574] : INFO : Epoch 1548 | loss: 0.0311735 | val_loss: 0.0311761 | Time: 2803.63 ms [2022-03-27 00:09:10 main:574] : INFO : Epoch 1549 | loss: 0.0311693 | val_loss: 0.031178 | Time: 2797.84 ms [2022-03-27 00:09:13 main:574] : INFO : Epoch 1550 | loss: 0.0311704 | val_loss: 0.0311783 | Time: 2793.57 ms [2022-03-27 00:09:15 main:574] : INFO : Epoch 1551 | loss: 0.0311683 | val_loss: 0.031172 | Time: 2800.04 ms [2022-03-27 00:09:18 main:574] : INFO : Epoch 1552 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 2798.9 ms [2022-03-27 00:09:21 main:574] : INFO : Epoch 1553 | loss: 0.0311649 | val_loss: 0.031175 | Time: 2799.14 ms [2022-03-27 00:09:24 main:574] : INFO : Epoch 1554 | loss: 0.031167 | val_loss: 0.0311775 | Time: 2791.8 ms [2022-03-27 00:09:27 main:574] : INFO : Epoch 1555 | loss: 0.0311665 | val_loss: 0.031175 | Time: 2800.75 ms [2022-03-27 00:09:29 main:574] : INFO : Epoch 1556 | loss: 0.0311642 | val_loss: 0.0311735 | Time: 2796.7 ms [2022-03-27 00:09:32 main:574] : INFO : Epoch 1557 | loss: 0.0311642 | val_loss: 0.0311778 | Time: 2795.19 ms [2022-03-27 00:09:35 main:574] : INFO : Epoch 1558 | loss: 0.0311648 | val_loss: 0.0311709 | Time: 2798.1 ms [2022-03-27 00:09:38 main:574] : INFO : Epoch 1559 | loss: 0.0311625 | val_loss: 0.0311737 | Time: 2801.54 ms [2022-03-27 00:09:41 main:574] : INFO : Epoch 1560 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 2799.64 ms [2022-03-27 00:09:43 main:574] : INFO : Epoch 1561 | loss: 0.0311668 | val_loss: 0.0311761 | Time: 2802.7 ms [2022-03-27 00:09:46 main:574] : INFO : Epoch 1562 | loss: 0.0311694 | val_loss: 0.0311763 | Time: 2802.6 ms [2022-03-27 00:09:49 main:574] : INFO : Epoch 1563 | loss: 0.0311684 | val_loss: 0.0311797 | Time: 2802.3 ms [2022-03-27 00:09:52 main:574] : INFO : Epoch 1564 | loss: 0.0311706 | val_loss: 0.0311742 | Time: 2808.01 ms [2022-03-27 00:09:55 main:574] : INFO : Epoch 1565 | loss: 0.031168 | val_loss: 0.0311735 | Time: 2806.22 ms [2022-03-27 00:09:57 main:574] : INFO : Epoch 1566 | loss: 0.0311671 | val_loss: 0.031175 | Time: 2804.61 ms [2022-03-27 00:10:00 main:574] : INFO : Epoch 1567 | loss: 0.0311677 | val_loss: 0.0311774 | Time: 2825.01 ms [2022-03-27 00:10:03 main:574] : INFO : Epoch 1568 | loss: 0.0311699 | val_loss: 0.031179 | Time: 2797.37 ms [2022-03-27 00:10:06 main:574] : INFO : Epoch 1569 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 2797.14 ms [2022-03-27 00:10:09 main:574] : INFO : Epoch 1570 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 2796.55 ms [2022-03-27 00:10:11 main:574] : INFO : Epoch 1571 | loss: 0.031162 | val_loss: 0.0311754 | Time: 2806.78 ms [2022-03-27 00:10:14 main:574] : INFO : Epoch 1572 | loss: 0.0311629 | val_loss: 0.031173 | Time: 2802.12 ms [2022-03-27 00:10:17 main:574] : INFO : Epoch 1573 | loss: 0.0311627 | val_loss: 0.0311774 | Time: 2796.57 ms [2022-03-27 00:10:20 main:574] : INFO : Epoch 1574 | loss: 0.0311647 | val_loss: 0.031178 | Time: 2796.68 ms [2022-03-27 00:10:23 main:574] : INFO : Epoch 1575 | loss: 0.0311619 | val_loss: 0.0311738 | Time: 2799.44 ms [2022-03-27 00:10:25 main:574] : INFO : Epoch 1576 | loss: 0.0311614 | val_loss: 0.031179 | Time: 2799.48 ms [2022-03-27 00:10:28 main:574] : INFO : Epoch 1577 | loss: 0.0311607 | val_loss: 0.0311743 | Time: 2803.61 ms [2022-03-27 00:10:31 main:574] : INFO : Epoch 1578 | loss: 0.031164 | val_loss: 0.0311775 | Time: 2801.64 ms [2022-03-27 00:10:34 main:574] : INFO : Epoch 1579 | loss: 0.0311639 | val_loss: 0.0311818 | Time: 2798.21 ms [2022-03-27 00:10:37 main:574] : INFO : Epoch 1580 | loss: 0.0311651 | val_loss: 0.0311845 | Time: 2793.17 ms [2022-03-27 00:10:40 main:574] : INFO : Epoch 1581 | loss: 0.0311693 | val_loss: 0.0311802 | Time: 2797.01 ms [2022-03-27 00:10:42 main:574] : INFO : Epoch 1582 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2802.03 ms [2022-03-27 00:10:45 main:574] : INFO : Epoch 1583 | loss: 0.0311661 | val_loss: 0.0311724 | Time: 2792.38 ms [2022-03-27 00:10:48 main:574] : INFO : Epoch 1584 | loss: 0.0311663 | val_loss: 0.0311716 | Time: 2800.73 ms [2022-03-27 00:10:51 main:574] : INFO : Epoch 1585 | loss: 0.0311644 | val_loss: 0.031174 | Time: 2802.22 ms [2022-03-27 00:10:54 main:574] : INFO : Epoch 1586 | loss: 0.0311663 | val_loss: 0.0311738 | Time: 2801.25 ms [2022-03-27 00:10:56 main:574] : INFO : Epoch 1587 | loss: 0.0311658 | val_loss: 0.0311798 | Time: 2799.07 ms [2022-03-27 00:10:59 main:574] : INFO : Epoch 1588 | loss: 0.0311638 | val_loss: 0.0311808 | Time: 2811.86 ms [2022-03-27 00:11:02 main:574] : INFO : Epoch 1589 | loss: 0.0311629 | val_loss: 0.0311792 | Time: 2811.8 ms [2022-03-27 00:11:05 main:574] : INFO : Epoch 1590 | loss: 0.0311615 | val_loss: 0.0311755 | Time: 2808.96 ms [2022-03-27 00:11:08 main:574] : INFO : Epoch 1591 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 2805.18 ms [2022-03-27 00:11:10 main:574] : INFO : Epoch 1592 | loss: 0.0311642 | val_loss: 0.031175 | Time: 2799.99 ms [2022-03-27 00:11:13 main:574] : INFO : Epoch 1593 | loss: 0.0311624 | val_loss: 0.031174 | Time: 2801.66 ms [2022-03-27 00:11:16 main:574] : INFO : Epoch 1594 | loss: 0.0311636 | val_loss: 0.0311798 | Time: 2802.5 ms [2022-03-27 00:11:19 main:574] : INFO : Epoch 1595 | loss: 0.0311619 | val_loss: 0.0311719 | Time: 2805.65 ms [2022-03-27 00:11:22 main:574] : INFO : Epoch 1596 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2805.04 ms [2022-03-27 00:11:24 main:574] : INFO : Epoch 1597 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 2796.41 ms [2022-03-27 00:11:27 main:574] : INFO : Epoch 1598 | loss: 0.031166 | val_loss: 0.0311714 | Time: 2809.3 ms [2022-03-27 00:23:38 main:574] : INFO : Epoch 1599 | loss: 0.0311644 | val_loss: 0.031169 | Time: 730389 ms [2022-03-27 00:23:40 main:574] : INFO : Epoch 1600 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 2766.78 ms [2022-03-27 00:23:43 main:574] : INFO : Epoch 1601 | loss: 0.0311634 | val_loss: 0.0311714 | Time: 2773.45 ms [2022-03-27 00:23:46 main:574] : INFO : Epoch 1602 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 2797.96 ms [2022-03-28 00:01:04 main:574] : INFO : Epoch 1603 | loss: 0.0311632 | val_loss: 0.0311721 | Time: 8.14384e+07 ms [2022-03-28 00:01:06 main:574] : INFO : Epoch 1604 | loss: 0.0311613 | val_loss: 0.0311727 | Time: 2760.85 ms [2022-03-28 00:01:09 main:574] : INFO : Epoch 1605 | loss: 0.0311615 | val_loss: 0.0311722 | Time: 2776.68 ms [2022-03-28 00:01:12 main:574] : INFO : Epoch 1606 | loss: 0.0311619 | val_loss: 0.0311736 | Time: 2779.37 ms [2022-03-28 00:01:15 main:574] : INFO : Epoch 1607 | loss: 0.0311628 | val_loss: 0.0311711 | Time: 2789.79 ms [2022-03-28 00:01:18 main:574] : INFO : Epoch 1608 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 2796.46 ms [2022-03-28 00:01:20 main:574] : INFO : Epoch 1609 | loss: 0.031162 | val_loss: 0.0311732 | Time: 2805.2 ms [2022-03-28 00:01:23 main:574] : INFO : Epoch 1610 | loss: 0.0311617 | val_loss: 0.0311731 | Time: 2790.44 ms [2022-03-28 00:01:26 main:574] : INFO : Epoch 1611 | loss: 0.0311632 | val_loss: 0.0311745 | Time: 2796.92 ms [2022-03-28 00:01:29 main:574] : INFO : Epoch 1612 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 2799.14 ms [2022-03-28 00:01:32 main:574] : INFO : Epoch 1613 | loss: 0.031163 | val_loss: 0.0311748 | Time: 2789.18 ms [2022-03-28 00:01:34 main:574] : INFO : Epoch 1614 | loss: 0.0311639 | val_loss: 0.031173 | Time: 2795.83 ms [2022-03-28 00:01:37 main:574] : INFO : Epoch 1615 | loss: 0.0311625 | val_loss: 0.0311711 | Time: 2801.21 ms [2022-03-28 00:01:40 main:574] : INFO : Epoch 1616 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 2795.19 ms [2022-03-28 00:01:43 main:574] : INFO : Epoch 1617 | loss: 0.0311621 | val_loss: 0.031175 | Time: 2788.34 ms [2022-03-28 00:01:46 main:574] : INFO : Epoch 1618 | loss: 0.031161 | val_loss: 0.0311726 | Time: 2800.54 ms [2022-03-28 00:01:48 main:574] : INFO : Epoch 1619 | loss: 0.0311602 | val_loss: 0.0311736 | Time: 2800.31 ms [2022-03-28 00:01:51 main:574] : INFO : Epoch 1620 | loss: 0.0311599 | val_loss: 0.0311714 | Time: 2791.25 ms [2022-03-28 00:01:54 main:574] : INFO : Epoch 1621 | loss: 0.0311587 | val_loss: 0.0311714 | Time: 2800.88 ms [2022-03-28 00:01:57 main:574] : INFO : Epoch 1622 | loss: 0.0311594 | val_loss: 0.0311763 | Time: 2809.74 ms [2022-03-28 00:02:00 main:574] : INFO : Epoch 1623 | loss: 0.0311584 | val_loss: 0.0311749 | Time: 2799.19 ms [2022-03-28 00:02:02 main:574] : INFO : Epoch 1624 | loss: 0.0311587 | val_loss: 0.0311717 | Time: 2796.19 ms [2022-03-28 00:02:05 main:574] : INFO : Epoch 1625 | loss: 0.0311627 | val_loss: 0.0311716 | Time: 2793.42 ms [2022-03-28 00:02:08 main:574] : INFO : Epoch 1626 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 2795.02 ms [2022-03-28 00:02:11 main:574] : INFO : Epoch 1627 | loss: 0.0311589 | val_loss: 0.0311715 | Time: 2841.51 ms [2022-03-28 00:02:14 main:574] : INFO : Epoch 1628 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 2809.36 ms [2022-03-28 00:02:17 main:574] : INFO : Epoch 1629 | loss: 0.0311612 | val_loss: 0.031176 | Time: 2805.82 ms [2022-03-28 00:02:19 main:574] : INFO : Epoch 1630 | loss: 0.0311608 | val_loss: 0.0311804 | Time: 2806.52 ms [2022-03-28 00:02:22 main:574] : INFO : Epoch 1631 | loss: 0.0311613 | val_loss: 0.0311706 | Time: 2807.45 ms [2022-03-28 00:02:25 main:574] : INFO : Epoch 1632 | loss: 0.0311593 | val_loss: 0.0311746 | Time: 2799.66 ms [2022-03-28 00:02:28 main:574] : INFO : Epoch 1633 | loss: 0.0311605 | val_loss: 0.0311738 | Time: 2791.62 ms [2022-03-28 00:02:31 main:574] : INFO : Epoch 1634 | loss: 0.0311595 | val_loss: 0.0311755 | Time: 2802.44 ms [2022-03-28 00:02:33 main:574] : INFO : Epoch 1635 | loss: 0.0311577 | val_loss: 0.031178 | Time: 2792.86 ms [2022-03-28 00:02:36 main:574] : INFO : Epoch 1636 | loss: 0.031157 | val_loss: 0.0311794 | Time: 2795.13 ms [2022-03-28 00:02:39 main:574] : INFO : Epoch 1637 | loss: 0.031158 | val_loss: 0.0311754 | Time: 2801.29 ms [2022-03-28 00:02:42 main:574] : INFO : Epoch 1638 | loss: 0.0311596 | val_loss: 0.031179 | Time: 2807.92 ms [2022-03-28 00:02:45 main:574] : INFO : Epoch 1639 | loss: 0.0311579 | val_loss: 0.0311744 | Time: 2797.86 ms [2022-03-28 00:02:47 main:574] : INFO : Epoch 1640 | loss: 0.0311582 | val_loss: 0.0311773 | Time: 2798.22 ms [2022-03-28 00:02:50 main:574] : INFO : Epoch 1641 | loss: 0.0311593 | val_loss: 0.0311786 | Time: 2797.36 ms [2022-03-28 00:02:53 main:574] : INFO : Epoch 1642 | loss: 0.031157 | val_loss: 0.0311796 | Time: 2800.62 ms [2022-03-28 00:02:56 main:574] : INFO : Epoch 1643 | loss: 0.0311562 | val_loss: 0.0311775 | Time: 2795.89 ms [2022-03-28 00:02:59 main:574] : INFO : Epoch 1644 | loss: 0.0311584 | val_loss: 0.0311792 | Time: 2803.54 ms [2022-03-28 00:03:01 main:574] : INFO : Epoch 1645 | loss: 0.0311582 | val_loss: 0.0311728 | Time: 2798.47 ms [2022-03-28 00:03:04 main:574] : INFO : Epoch 1646 | loss: 0.0311612 | val_loss: 0.0311711 | Time: 2799.57 ms [2022-03-28 00:03:07 main:574] : INFO : Epoch 1647 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2801.98 ms [2022-03-28 00:03:10 main:574] : INFO : Epoch 1648 | loss: 0.0311609 | val_loss: 0.031172 | Time: 2793.01 ms [2022-03-28 00:03:13 main:574] : INFO : Epoch 1649 | loss: 0.0311632 | val_loss: 0.0311749 | Time: 2798.81 ms [2022-03-28 00:03:15 main:574] : INFO : Epoch 1650 | loss: 0.0311596 | val_loss: 0.0311779 | Time: 2801.3 ms [2022-03-28 00:03:18 main:574] : INFO : Epoch 1651 | loss: 0.0311586 | val_loss: 0.0311745 | Time: 2797.33 ms [2022-03-28 00:03:21 main:574] : INFO : Epoch 1652 | loss: 0.0311588 | val_loss: 0.0311708 | Time: 2802.16 ms [2022-03-28 00:03:24 main:574] : INFO : Epoch 1653 | loss: 0.0311609 | val_loss: 0.0311752 | Time: 2795.61 ms [2022-03-28 00:03:27 main:574] : INFO : Epoch 1654 | loss: 0.0311581 | val_loss: 0.0311731 | Time: 2798.95 ms [2022-03-28 00:03:29 main:574] : INFO : Epoch 1655 | loss: 0.0311564 | val_loss: 0.0311745 | Time: 2805.22 ms [2022-03-28 00:03:32 main:574] : INFO : Epoch 1656 | loss: 0.0311591 | val_loss: 0.0311765 | Time: 2799.36 ms [2022-03-28 00:03:35 main:574] : INFO : Epoch 1657 | loss: 0.0311596 | val_loss: 0.0311727 | Time: 2797.68 ms [2022-03-28 00:03:38 main:574] : INFO : Epoch 1658 | loss: 0.0311568 | val_loss: 0.0311728 | Time: 2801.65 ms [2022-03-28 00:03:41 main:574] : INFO : Epoch 1659 | loss: 0.0311566 | val_loss: 0.0311745 | Time: 2805.3 ms [2022-03-28 00:03:43 main:574] : INFO : Epoch 1660 | loss: 0.0311551 | val_loss: 0.0311764 | Time: 2792.26 ms [2022-03-28 00:03:46 main:574] : INFO : Epoch 1661 | loss: 0.0311572 | val_loss: 0.0311725 | Time: 2803.26 ms [2022-03-28 00:03:49 main:574] : INFO : Epoch 1662 | loss: 0.0311591 | val_loss: 0.0311741 | Time: 2800.76 ms [2022-03-28 00:03:52 main:574] : INFO : Epoch 1663 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 2795.78 ms [2022-03-28 00:03:55 main:574] : INFO : Epoch 1664 | loss: 0.0311582 | val_loss: 0.0311756 | Time: 2797.72 ms [2022-03-28 00:03:58 main:574] : INFO : Epoch 1665 | loss: 0.0311577 | val_loss: 0.0311754 | Time: 2800.27 ms [2022-03-28 00:04:00 main:574] : INFO : Epoch 1666 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 2797.6 ms [2022-03-28 00:04:03 main:574] : INFO : Epoch 1667 | loss: 0.0311575 | val_loss: 0.0311689 | Time: 2798.45 ms [2022-03-28 00:04:06 main:574] : INFO : Epoch 1668 | loss: 0.0311571 | val_loss: 0.0311719 | Time: 2798.81 ms [2022-03-28 00:04:09 main:574] : INFO : Epoch 1669 | loss: 0.0311563 | val_loss: 0.0311726 | Time: 2797.29 ms [2022-03-28 00:04:12 main:574] : INFO : Epoch 1670 | loss: 0.0311571 | val_loss: 0.0311726 | Time: 2798.83 ms [2022-03-28 00:04:14 main:574] : INFO : Epoch 1671 | loss: 0.0311573 | val_loss: 0.0311693 | Time: 2801.47 ms [2022-03-28 00:04:17 main:574] : INFO : Epoch 1672 | loss: 0.0311577 | val_loss: 0.0311731 | Time: 2794.82 ms [2022-03-28 00:04:20 main:574] : INFO : Epoch 1673 | loss: 0.0311594 | val_loss: 0.0311772 | Time: 2802.74 ms [2022-03-28 00:04:23 main:574] : INFO : Epoch 1674 | loss: 0.0311606 | val_loss: 0.0311717 | Time: 2801.26 ms [2022-03-28 00:04:26 main:574] : INFO : Epoch 1675 | loss: 0.0311604 | val_loss: 0.0311716 | Time: 2794.99 ms [2022-03-28 00:04:28 main:574] : INFO : Epoch 1676 | loss: 0.0311613 | val_loss: 0.0311709 | Time: 2794.15 ms [2022-03-28 00:04:31 main:574] : INFO : Epoch 1677 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 2797.37 ms [2022-03-28 00:04:34 main:574] : INFO : Epoch 1678 | loss: 0.0311596 | val_loss: 0.031175 | Time: 2794.76 ms [2022-03-28 00:04:37 main:574] : INFO : Epoch 1679 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 2805 ms [2022-03-28 00:04:40 main:574] : INFO : Epoch 1680 | loss: 0.0311602 | val_loss: 0.0311756 | Time: 2798.52 ms [2022-03-28 00:04:42 main:574] : INFO : Epoch 1681 | loss: 0.0311612 | val_loss: 0.031175 | Time: 2801.35 ms [2022-03-28 00:04:45 main:574] : INFO : Epoch 1682 | loss: 0.0311593 | val_loss: 0.0311738 | Time: 2799.25 ms [2022-03-28 00:04:48 main:574] : INFO : Epoch 1683 | loss: 0.0311591 | val_loss: 0.031177 | Time: 2796.29 ms [2022-03-28 00:04:51 main:574] : INFO : Epoch 1684 | loss: 0.0311584 | val_loss: 0.0311815 | Time: 2803.27 ms [2022-03-28 00:04:54 main:574] : INFO : Epoch 1685 | loss: 0.0311588 | val_loss: 0.0311742 | Time: 2806.33 ms [2022-03-28 00:04:56 main:574] : INFO : Epoch 1686 | loss: 0.0311561 | val_loss: 0.0311705 | Time: 2798.95 ms [2022-03-28 00:04:59 main:574] : INFO : Epoch 1687 | loss: 0.0311567 | val_loss: 0.0311731 | Time: 2803.03 ms [2022-03-28 00:05:02 main:574] : INFO : Epoch 1688 | loss: 0.0311565 | val_loss: 0.0311741 | Time: 2804.2 ms [2022-03-28 00:05:05 main:574] : INFO : Epoch 1689 | loss: 0.0311565 | val_loss: 0.0311726 | Time: 2796.59 ms [2022-03-28 00:05:08 main:574] : INFO : Epoch 1690 | loss: 0.0311567 | val_loss: 0.0311762 | Time: 2803 ms [2022-03-28 00:05:10 main:574] : INFO : Epoch 1691 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 2792.72 ms [2022-03-28 00:05:13 main:574] : INFO : Epoch 1692 | loss: 0.0311571 | val_loss: 0.0311742 | Time: 2796.67 ms [2022-03-28 00:05:16 main:574] : INFO : Epoch 1693 | loss: 0.0311587 | val_loss: 0.0311754 | Time: 2804.44 ms [2022-03-28 00:05:19 main:574] : INFO : Epoch 1694 | loss: 0.0311561 | val_loss: 0.0311776 | Time: 2797.45 ms [2022-03-28 00:05:22 main:574] : INFO : Epoch 1695 | loss: 0.031156 | val_loss: 0.0311724 | Time: 2797.32 ms [2022-03-28 00:05:24 main:574] : INFO : Epoch 1696 | loss: 0.0311558 | val_loss: 0.0311759 | Time: 2796.35 ms [2022-03-28 00:05:27 main:574] : INFO : Epoch 1697 | loss: 0.0311548 | val_loss: 0.0311739 | Time: 2795.65 ms [2022-03-28 00:05:30 main:574] : INFO : Epoch 1698 | loss: 0.031157 | val_loss: 0.0311744 | Time: 2800.76 ms [2022-03-28 00:05:33 main:574] : INFO : Epoch 1699 | loss: 0.0311584 | val_loss: 0.03118 | Time: 2802 ms [2022-03-28 00:05:36 main:574] : INFO : Epoch 1700 | loss: 0.0311601 | val_loss: 0.0311732 | Time: 2793.81 ms [2022-03-28 00:05:38 main:574] : INFO : Epoch 1701 | loss: 0.0311596 | val_loss: 0.0311738 | Time: 2798.31 ms [2022-03-28 00:05:41 main:574] : INFO : Epoch 1702 | loss: 0.0311579 | val_loss: 0.0311753 | Time: 2798.81 ms [2022-03-28 00:05:44 main:574] : INFO : Epoch 1703 | loss: 0.0311578 | val_loss: 0.0311753 | Time: 2801.12 ms [2022-03-28 00:05:47 main:574] : INFO : Epoch 1704 | loss: 0.0311618 | val_loss: 0.0311748 | Time: 2797.4 ms [2022-03-28 00:05:50 main:574] : INFO : Epoch 1705 | loss: 0.0311635 | val_loss: 0.0311734 | Time: 2800.56 ms [2022-03-28 00:05:52 main:574] : INFO : Epoch 1706 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 2798.74 ms [2022-03-28 00:05:55 main:574] : INFO : Epoch 1707 | loss: 0.0311619 | val_loss: 0.0311734 | Time: 2793.83 ms [2022-03-28 00:05:58 main:574] : INFO : Epoch 1708 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 2804.07 ms [2022-03-28 00:06:01 main:574] : INFO : Epoch 1709 | loss: 0.0311589 | val_loss: 0.0311772 | Time: 2799.52 ms [2022-03-28 00:06:04 main:574] : INFO : Epoch 1710 | loss: 0.0311584 | val_loss: 0.0311726 | Time: 2801.67 ms [2022-03-28 00:06:06 main:574] : INFO : Epoch 1711 | loss: 0.0311596 | val_loss: 0.0311712 | Time: 2793.92 ms [2022-03-28 00:06:09 main:574] : INFO : Epoch 1712 | loss: 0.0311579 | val_loss: 0.0311731 | Time: 2800.26 ms [2022-03-28 00:06:12 main:574] : INFO : Epoch 1713 | loss: 0.0311597 | val_loss: 0.0311836 | Time: 2796.46 ms [2022-03-28 00:06:15 main:574] : INFO : Epoch 1714 | loss: 0.0311582 | val_loss: 0.0311734 | Time: 2811.64 ms [2022-03-28 00:06:18 main:574] : INFO : Epoch 1715 | loss: 0.0311572 | val_loss: 0.0311721 | Time: 2794.22 ms [2022-03-28 00:06:21 main:574] : INFO : Epoch 1716 | loss: 0.0311626 | val_loss: 0.0311717 | Time: 2799.49 ms [2022-03-28 00:06:23 main:574] : INFO : Epoch 1717 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 2803.56 ms [2022-03-28 00:06:26 main:574] : INFO : Epoch 1718 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 2801.9 ms [2022-03-28 00:06:29 main:574] : INFO : Epoch 1719 | loss: 0.0311604 | val_loss: 0.0311699 | Time: 2802.44 ms [2022-03-28 00:06:32 main:574] : INFO : Epoch 1720 | loss: 0.0311594 | val_loss: 0.0311706 | Time: 2801.17 ms [2022-03-28 00:06:35 main:574] : INFO : Epoch 1721 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 2800.27 ms [2022-03-28 00:06:37 main:574] : INFO : Epoch 1722 | loss: 0.0311633 | val_loss: 0.031172 | Time: 2800.33 ms [2022-03-28 00:06:40 main:574] : INFO : Epoch 1723 | loss: 0.0311615 | val_loss: 0.0311716 | Time: 2797.81 ms [2022-03-28 00:06:43 main:574] : INFO : Epoch 1724 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 2800.76 ms [2022-03-28 00:06:46 main:574] : INFO : Epoch 1725 | loss: 0.0311587 | val_loss: 0.0311698 | Time: 2798.85 ms [2022-03-28 00:06:49 main:574] : INFO : Epoch 1726 | loss: 0.0311599 | val_loss: 0.0311741 | Time: 2803.1 ms [2022-03-28 00:06:51 main:574] : INFO : Epoch 1727 | loss: 0.0311593 | val_loss: 0.0311719 | Time: 2794.64 ms [2022-03-28 00:06:54 main:574] : INFO : Epoch 1728 | loss: 0.0311575 | val_loss: 0.0311703 | Time: 2793.82 ms [2022-03-28 00:06:57 main:574] : INFO : Epoch 1729 | loss: 0.0311576 | val_loss: 0.0311732 | Time: 2803.06 ms [2022-03-28 00:07:00 main:574] : INFO : Epoch 1730 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 2800.9 ms [2022-03-28 00:07:03 main:574] : INFO : Epoch 1731 | loss: 0.0311555 | val_loss: 0.0311703 | Time: 2801.3 ms [2022-03-28 00:07:05 main:574] : INFO : Epoch 1732 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 2798.57 ms [2022-03-28 00:07:08 main:574] : INFO : Epoch 1733 | loss: 0.0311627 | val_loss: 0.0311713 | Time: 2836.65 ms [2022-03-28 00:07:11 main:574] : INFO : Epoch 1734 | loss: 0.0311614 | val_loss: 0.0311782 | Time: 2843.17 ms [2022-03-28 00:07:14 main:574] : INFO : Epoch 1735 | loss: 0.0311698 | val_loss: 0.0312183 | Time: 2804.52 ms [2022-03-28 00:07:17 main:574] : INFO : Epoch 1736 | loss: 0.0359988 | val_loss: 0.0328272 | Time: 2811.62 ms [2022-03-28 00:07:20 main:574] : INFO : Epoch 1737 | loss: 0.0388303 | val_loss: 0.0324042 | Time: 2802.66 ms [2022-03-28 00:07:22 main:574] : INFO : Epoch 1738 | loss: 0.0318375 | val_loss: 0.0314704 | Time: 2797.79 ms [2022-03-28 00:07:25 main:574] : INFO : Epoch 1739 | loss: 0.0313519 | val_loss: 0.0312744 | Time: 2802.36 ms [2022-03-28 00:07:28 main:574] : INFO : Epoch 1740 | loss: 0.0312497 | val_loss: 0.0312261 | Time: 2806.55 ms [2022-03-28 00:07:31 main:574] : INFO : Epoch 1741 | loss: 0.0312227 | val_loss: 0.0312137 | Time: 2792.17 ms [2022-03-28 00:07:34 main:574] : INFO : Epoch 1742 | loss: 0.0312105 | val_loss: 0.0312047 | Time: 2796.53 ms [2022-03-28 00:07:36 main:574] : INFO : Epoch 1743 | loss: 0.0312027 | val_loss: 0.0311973 | Time: 2798.18 ms [2022-03-28 00:07:39 main:574] : INFO : Epoch 1744 | loss: 0.031197 | val_loss: 0.0311927 | Time: 2795.07 ms [2022-03-28 00:07:42 main:574] : INFO : Epoch 1745 | loss: 0.0311944 | val_loss: 0.0311898 | Time: 2792.54 ms [2022-03-28 00:07:45 main:574] : INFO : Epoch 1746 | loss: 0.0311925 | val_loss: 0.031188 | Time: 2799.66 ms [2022-03-28 00:07:48 main:574] : INFO : Epoch 1747 | loss: 0.0311904 | val_loss: 0.0311861 | Time: 2800.51 ms [2022-03-28 00:07:50 main:574] : INFO : Epoch 1748 | loss: 0.0311885 | val_loss: 0.0311848 | Time: 2805.11 ms [2022-03-28 00:07:53 main:574] : INFO : Epoch 1749 | loss: 0.0311876 | val_loss: 0.0311839 | Time: 2796.24 ms [2022-03-28 00:07:56 main:574] : INFO : Epoch 1750 | loss: 0.0311871 | val_loss: 0.0311836 | Time: 2798.62 ms [2022-03-28 00:07:59 main:574] : INFO : Epoch 1751 | loss: 0.0311869 | val_loss: 0.0311825 | Time: 2797.04 ms [2022-03-28 00:08:02 main:574] : INFO : Epoch 1752 | loss: 0.0311858 | val_loss: 0.0311822 | Time: 2796.08 ms [2022-03-28 00:08:04 main:574] : INFO : Epoch 1753 | loss: 0.0311851 | val_loss: 0.031182 | Time: 2795.97 ms [2022-03-28 00:08:07 main:574] : INFO : Epoch 1754 | loss: 0.0311848 | val_loss: 0.0311822 | Time: 2795.39 ms [2022-03-28 00:08:10 main:574] : INFO : Epoch 1755 | loss: 0.0311848 | val_loss: 0.0311821 | Time: 2793.62 ms [2022-03-28 00:08:13 main:574] : INFO : Epoch 1756 | loss: 0.0311846 | val_loss: 0.0311815 | Time: 2797.59 ms [2022-03-28 00:08:16 main:574] : INFO : Epoch 1757 | loss: 0.0311845 | val_loss: 0.0311812 | Time: 2808.7 ms [2022-03-28 00:08:18 main:574] : INFO : Epoch 1758 | loss: 0.0311839 | val_loss: 0.0311811 | Time: 2802.9 ms [2022-03-28 00:08:21 main:574] : INFO : Epoch 1759 | loss: 0.0311836 | val_loss: 0.0311807 | Time: 2803.65 ms [2022-03-28 00:08:24 main:574] : INFO : Epoch 1760 | loss: 0.0311839 | val_loss: 0.0311805 | Time: 2799.3 ms [2022-03-28 00:08:27 main:574] : INFO : Epoch 1761 | loss: 0.0311833 | val_loss: 0.0311805 | Time: 2800.46 ms [2022-03-28 00:08:30 main:574] : INFO : Epoch 1762 | loss: 0.0311831 | val_loss: 0.0311805 | Time: 2799.67 ms [2022-03-28 00:08:32 main:574] : INFO : Epoch 1763 | loss: 0.0311833 | val_loss: 0.0311803 | Time: 2799.95 ms [2022-03-28 00:08:35 main:574] : INFO : Epoch 1764 | loss: 0.0311828 | val_loss: 0.0311801 | Time: 2797.74 ms [2022-03-28 00:08:38 main:574] : INFO : Epoch 1765 | loss: 0.031183 | val_loss: 0.0311806 | Time: 2793.87 ms [2022-03-28 00:08:41 main:574] : INFO : Epoch 1766 | loss: 0.0311833 | val_loss: 0.031181 | Time: 2800.58 ms [2022-03-28 00:08:44 main:574] : INFO : Epoch 1767 | loss: 0.0311837 | val_loss: 0.0311812 | Time: 2796.33 ms [2022-03-28 00:08:46 main:574] : INFO : Epoch 1768 | loss: 0.0311829 | val_loss: 0.03118 | Time: 2798.87 ms [2022-03-28 00:08:49 main:574] : INFO : Epoch 1769 | loss: 0.0311825 | val_loss: 0.0311798 | Time: 2791.09 ms [2022-03-28 00:08:52 main:574] : INFO : Epoch 1770 | loss: 0.0311826 | val_loss: 0.0311813 | Time: 2804.8 ms [2022-03-28 00:08:55 main:574] : INFO : Epoch 1771 | loss: 0.0311821 | val_loss: 0.0311801 | Time: 2806.56 ms [2022-03-28 00:08:58 main:574] : INFO : Epoch 1772 | loss: 0.031182 | val_loss: 0.0311807 | Time: 2801.78 ms [2022-03-28 00:09:00 main:574] : INFO : Epoch 1773 | loss: 0.0311818 | val_loss: 0.03118 | Time: 2802.9 ms [2022-03-28 00:09:03 main:574] : INFO : Epoch 1774 | loss: 0.0311822 | val_loss: 0.0311803 | Time: 2798.56 ms [2022-03-28 00:09:06 main:574] : INFO : Epoch 1775 | loss: 0.0311818 | val_loss: 0.0311813 | Time: 2804.09 ms [2022-03-28 00:09:09 main:574] : INFO : Epoch 1776 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 2803.22 ms [2022-03-28 00:09:12 main:574] : INFO : Epoch 1777 | loss: 0.031182 | val_loss: 0.0311797 | Time: 2795.11 ms [2022-03-28 00:09:14 main:574] : INFO : Epoch 1778 | loss: 0.0311817 | val_loss: 0.0311806 | Time: 2795.68 ms [2022-03-28 00:09:17 main:574] : INFO : Epoch 1779 | loss: 0.0311815 | val_loss: 0.0311806 | Time: 2799.27 ms [2022-03-28 00:09:20 main:574] : INFO : Epoch 1780 | loss: 0.0311817 | val_loss: 0.0311795 | Time: 2802.31 ms [2022-03-28 00:09:23 main:574] : INFO : Epoch 1781 | loss: 0.0311809 | val_loss: 0.0311804 | Time: 2809.72 ms [2022-03-28 00:09:26 main:574] : INFO : Epoch 1782 | loss: 0.031181 | val_loss: 0.03118 | Time: 2800.44 ms [2022-03-28 00:09:29 main:574] : INFO : Epoch 1783 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 2804.7 ms [2022-03-28 00:09:31 main:574] : INFO : Epoch 1784 | loss: 0.0311811 | val_loss: 0.031179 | Time: 2797.72 ms [2022-03-28 00:09:34 main:574] : INFO : Epoch 1785 | loss: 0.0311813 | val_loss: 0.0311805 | Time: 2792.34 ms [2022-03-28 00:09:37 main:574] : INFO : Epoch 1786 | loss: 0.0311814 | val_loss: 0.0311802 | Time: 2801.12 ms [2022-03-28 00:09:40 main:574] : INFO : Epoch 1787 | loss: 0.0311807 | val_loss: 0.0311792 | Time: 2796.35 ms [2022-03-28 00:09:43 main:574] : INFO : Epoch 1788 | loss: 0.0311811 | val_loss: 0.0311791 | Time: 2798.73 ms [2022-03-28 00:09:45 main:574] : INFO : Epoch 1789 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 2803.03 ms [2022-03-28 00:09:48 main:574] : INFO : Epoch 1790 | loss: 0.0311803 | val_loss: 0.0311789 | Time: 2793.28 ms [2022-03-28 00:09:51 main:574] : INFO : Epoch 1791 | loss: 0.0311799 | val_loss: 0.0311792 | Time: 2798.52 ms [2022-03-28 00:09:54 main:574] : INFO : Epoch 1792 | loss: 0.0311801 | val_loss: 0.031179 | Time: 2798.9 ms [2022-03-28 00:09:57 main:574] : INFO : Epoch 1793 | loss: 0.0311803 | val_loss: 0.0311788 | Time: 2801.23 ms [2022-03-28 00:09:59 main:574] : INFO : Epoch 1794 | loss: 0.03118 | val_loss: 0.0311786 | Time: 2797.82 ms [2022-03-28 00:10:02 main:574] : INFO : Epoch 1795 | loss: 0.0311812 | val_loss: 0.0311795 | Time: 2796.82 ms [2022-03-28 00:10:05 main:574] : INFO : Epoch 1796 | loss: 0.0311807 | val_loss: 0.0311788 | Time: 2795.05 ms [2022-03-28 00:10:08 main:574] : INFO : Epoch 1797 | loss: 0.03118 | val_loss: 0.0311794 | Time: 2795.01 ms [2022-03-28 00:10:11 main:574] : INFO : Epoch 1798 | loss: 0.0311807 | val_loss: 0.0311787 | Time: 2797.96 ms [2022-03-28 00:10:13 main:574] : INFO : Epoch 1799 | loss: 0.0311799 | val_loss: 0.0311789 | Time: 2805.08 ms [2022-03-28 00:10:16 main:574] : INFO : Epoch 1800 | loss: 0.0311792 | val_loss: 0.03118 | Time: 2794.79 ms [2022-03-28 00:10:19 main:574] : INFO : Epoch 1801 | loss: 0.0311806 | val_loss: 0.0311798 | Time: 2813.11 ms [2022-03-28 00:10:22 main:574] : INFO : Epoch 1802 | loss: 0.0311799 | val_loss: 0.031179 | Time: 2795.54 ms [2022-03-28 00:10:25 main:574] : INFO : Epoch 1803 | loss: 0.0311795 | val_loss: 0.0311787 | Time: 2793.88 ms [2022-03-28 00:10:27 main:574] : INFO : Epoch 1804 | loss: 0.0311791 | val_loss: 0.0311786 | Time: 2808.83 ms [2022-03-28 00:10:30 main:574] : INFO : Epoch 1805 | loss: 0.0311799 | val_loss: 0.0311802 | Time: 2797.17 ms [2022-03-28 00:10:33 main:574] : INFO : Epoch 1806 | loss: 0.0311794 | val_loss: 0.0311785 | Time: 2796.78 ms [2022-03-28 00:10:36 main:574] : INFO : Epoch 1807 | loss: 0.0311794 | val_loss: 0.0311796 | Time: 2802.9 ms [2022-03-28 00:10:39 main:574] : INFO : Epoch 1808 | loss: 0.0311785 | val_loss: 0.0311779 | Time: 2798.1 ms [2022-03-28 00:10:41 main:574] : INFO : Epoch 1809 | loss: 0.0311784 | val_loss: 0.0311784 | Time: 2798.37 ms [2022-03-28 00:10:44 main:574] : INFO : Epoch 1810 | loss: 0.0311789 | val_loss: 0.0311787 | Time: 2797.65 ms [2022-03-28 00:10:47 main:574] : INFO : Epoch 1811 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2798.88 ms [2022-03-28 00:10:50 main:574] : INFO : Epoch 1812 | loss: 0.0311807 | val_loss: 0.03118 | Time: 2793.24 ms [2022-03-28 00:10:53 main:574] : INFO : Epoch 1813 | loss: 0.0311787 | val_loss: 0.0311791 | Time: 2801.23 ms [2022-03-28 00:10:55 main:574] : INFO : Epoch 1814 | loss: 0.0311787 | val_loss: 0.0311778 | Time: 2795.06 ms [2022-03-28 00:10:58 main:574] : INFO : Epoch 1815 | loss: 0.031178 | val_loss: 0.0311789 | Time: 2798.4 ms [2022-03-28 00:11:01 main:574] : INFO : Epoch 1816 | loss: 0.0311784 | val_loss: 0.0311787 | Time: 2797.42 ms [2022-03-28 00:11:04 main:574] : INFO : Epoch 1817 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 2805.16 ms [2022-03-28 00:11:07 main:574] : INFO : Epoch 1818 | loss: 0.031178 | val_loss: 0.0311783 | Time: 2798.91 ms [2022-03-28 00:11:10 main:574] : INFO : Epoch 1819 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 2798.76 ms [2022-03-28 00:11:12 main:574] : INFO : Epoch 1820 | loss: 0.0311781 | val_loss: 0.0311783 | Time: 2800.82 ms [2022-03-28 00:11:15 main:574] : INFO : Epoch 1821 | loss: 0.0311778 | val_loss: 0.0311784 | Time: 2798.97 ms [2022-03-28 00:11:18 main:574] : INFO : Epoch 1822 | loss: 0.0311772 | val_loss: 0.0311777 | Time: 2806.4 ms [2022-03-28 00:11:21 main:574] : INFO : Epoch 1823 | loss: 0.0311776 | val_loss: 0.0311812 | Time: 2817.48 ms [2022-03-28 00:11:24 main:574] : INFO : Epoch 1824 | loss: 0.0311791 | val_loss: 0.0311788 | Time: 2800.47 ms [2022-03-28 00:11:26 main:574] : INFO : Epoch 1825 | loss: 0.0311775 | val_loss: 0.0311782 | Time: 2798.25 ms [2022-03-28 00:11:29 main:574] : INFO : Epoch 1826 | loss: 0.0311774 | val_loss: 0.0311779 | Time: 2797.29 ms [2022-03-28 00:11:32 main:574] : INFO : Epoch 1827 | loss: 0.0311774 | val_loss: 0.0311818 | Time: 2798.6 ms [2022-03-28 00:11:35 main:574] : INFO : Epoch 1828 | loss: 0.0311783 | val_loss: 0.0311789 | Time: 2796.13 ms [2022-03-28 00:11:38 main:574] : INFO : Epoch 1829 | loss: 0.0311774 | val_loss: 0.0311784 | Time: 2792.51 ms [2022-03-28 00:11:40 main:574] : INFO : Epoch 1830 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 2800.07 ms [2022-03-28 00:11:43 main:574] : INFO : Epoch 1831 | loss: 0.031177 | val_loss: 0.0311773 | Time: 2799.32 ms [2022-03-28 00:11:46 main:574] : INFO : Epoch 1832 | loss: 0.0311769 | val_loss: 0.0311785 | Time: 2803.17 ms [2022-03-28 00:11:49 main:574] : INFO : Epoch 1833 | loss: 0.0311767 | val_loss: 0.031178 | Time: 2801.68 ms [2022-03-28 00:11:52 main:574] : INFO : Epoch 1834 | loss: 0.0311761 | val_loss: 0.0311783 | Time: 2812.58 ms [2022-03-28 00:11:54 main:574] : INFO : Epoch 1835 | loss: 0.0311767 | val_loss: 0.0311789 | Time: 2794.94 ms [2022-03-28 00:11:57 main:574] : INFO : Epoch 1836 | loss: 0.0311774 | val_loss: 0.0311781 | Time: 2794.65 ms [2022-03-28 00:12:00 main:574] : INFO : Epoch 1837 | loss: 0.0311768 | val_loss: 0.0311781 | Time: 2804.22 ms [2022-03-28 00:12:03 main:574] : INFO : Epoch 1838 | loss: 0.0311763 | val_loss: 0.0311786 | Time: 2802.81 ms [2022-03-28 00:12:06 main:574] : INFO : Epoch 1839 | loss: 0.0311759 | val_loss: 0.031178 | Time: 2798.87 ms [2022-03-28 00:12:08 main:574] : INFO : Epoch 1840 | loss: 0.0311761 | val_loss: 0.0311786 | Time: 2807.27 ms [2022-03-28 00:12:11 main:574] : INFO : Epoch 1841 | loss: 0.0311781 | val_loss: 0.0311805 | Time: 2803.81 ms [2022-03-28 00:12:14 main:574] : INFO : Epoch 1842 | loss: 0.0311781 | val_loss: 0.0311786 | Time: 2805.65 ms [2022-03-28 00:12:17 main:574] : INFO : Epoch 1843 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 2811.08 ms [2022-03-28 00:12:20 main:574] : INFO : Epoch 1844 | loss: 0.0311757 | val_loss: 0.0311787 | Time: 2825.16 ms [2022-03-28 00:12:23 main:574] : INFO : Epoch 1845 | loss: 0.031176 | val_loss: 0.0311771 | Time: 2815.42 ms [2022-03-28 00:12:25 main:574] : INFO : Epoch 1846 | loss: 0.0311751 | val_loss: 0.0311786 | Time: 2802.45 ms [2022-03-28 00:12:28 main:574] : INFO : Epoch 1847 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 2796.98 ms [2022-03-28 00:12:31 main:574] : INFO : Epoch 1848 | loss: 0.0311748 | val_loss: 0.0311771 | Time: 2795.87 ms [2022-03-28 00:12:34 main:574] : INFO : Epoch 1849 | loss: 0.0311752 | val_loss: 0.0311787 | Time: 2792.7 ms [2022-03-28 00:12:37 main:574] : INFO : Epoch 1850 | loss: 0.0311748 | val_loss: 0.0311762 | Time: 2798.2 ms [2022-03-28 00:12:39 main:574] : INFO : Epoch 1851 | loss: 0.0311746 | val_loss: 0.0311769 | Time: 2801.54 ms [2022-03-28 00:12:42 main:574] : INFO : Epoch 1852 | loss: 0.031174 | val_loss: 0.0311773 | Time: 2807.89 ms [2022-03-28 00:12:45 main:574] : INFO : Epoch 1853 | loss: 0.0311744 | val_loss: 0.0311774 | Time: 2796.87 ms [2022-03-28 00:12:48 main:574] : INFO : Epoch 1854 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 2795.83 ms [2022-03-28 00:12:51 main:574] : INFO : Epoch 1855 | loss: 0.031175 | val_loss: 0.0311767 | Time: 2800 ms [2022-03-28 00:12:53 main:574] : INFO : Epoch 1856 | loss: 0.031175 | val_loss: 0.0311774 | Time: 2800.94 ms [2022-03-28 00:12:56 main:574] : INFO : Epoch 1857 | loss: 0.0311758 | val_loss: 0.0311758 | Time: 2807.24 ms [2022-03-28 00:12:59 main:574] : INFO : Epoch 1858 | loss: 0.0311762 | val_loss: 0.031174 | Time: 2800.84 ms [2022-03-28 00:13:02 main:574] : INFO : Epoch 1859 | loss: 0.0311755 | val_loss: 0.0311748 | Time: 2794.53 ms [2022-03-28 00:13:05 main:574] : INFO : Epoch 1860 | loss: 0.0311748 | val_loss: 0.0311747 | Time: 2797.99 ms [2022-03-28 00:13:07 main:574] : INFO : Epoch 1861 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 2812.94 ms [2022-03-28 00:13:10 main:574] : INFO : Epoch 1862 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 2793.57 ms [2022-03-28 00:13:13 main:574] : INFO : Epoch 1863 | loss: 0.0311744 | val_loss: 0.0311779 | Time: 2801.96 ms [2022-03-28 00:13:16 main:574] : INFO : Epoch 1864 | loss: 0.0311738 | val_loss: 0.0311769 | Time: 2797.15 ms [2022-03-28 00:13:19 main:574] : INFO : Epoch 1865 | loss: 0.0311738 | val_loss: 0.0311758 | Time: 2802.92 ms [2022-03-28 00:13:21 main:574] : INFO : Epoch 1866 | loss: 0.0311746 | val_loss: 0.0311759 | Time: 2798.87 ms [2022-03-28 00:13:24 main:574] : INFO : Epoch 1867 | loss: 0.0311736 | val_loss: 0.0311779 | Time: 2799.44 ms [2022-03-28 00:13:27 main:574] : INFO : Epoch 1868 | loss: 0.0311724 | val_loss: 0.0311738 | Time: 2795.9 ms [2022-03-28 00:13:30 main:574] : INFO : Epoch 1869 | loss: 0.0311709 | val_loss: 0.0311747 | Time: 2803.15 ms [2022-03-28 00:13:33 main:574] : INFO : Epoch 1870 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 2792.5 ms [2022-03-28 00:13:36 main:574] : INFO : Epoch 1871 | loss: 0.0311705 | val_loss: 0.0311742 | Time: 2803.4 ms [2022-03-28 00:13:38 main:574] : INFO : Epoch 1872 | loss: 0.0311716 | val_loss: 0.0311775 | Time: 2798.7 ms [2022-03-28 00:13:41 main:574] : INFO : Epoch 1873 | loss: 0.0311706 | val_loss: 0.0311733 | Time: 2803.63 ms [2022-03-28 00:13:44 main:574] : INFO : Epoch 1874 | loss: 0.0311695 | val_loss: 0.0311725 | Time: 2795.38 ms [2022-03-28 00:13:47 main:574] : INFO : Epoch 1875 | loss: 0.0311705 | val_loss: 0.031175 | Time: 2798.75 ms [2022-03-28 00:13:50 main:574] : INFO : Epoch 1876 | loss: 0.0311707 | val_loss: 0.0311736 | Time: 2800.35 ms [2022-03-28 00:13:52 main:574] : INFO : Epoch 1877 | loss: 0.03117 | val_loss: 0.0311747 | Time: 2805.77 ms [2022-03-28 00:13:55 main:574] : INFO : Epoch 1878 | loss: 0.0311702 | val_loss: 0.0311722 | Time: 2807.11 ms [2022-03-28 00:13:58 main:574] : INFO : Epoch 1879 | loss: 0.0311697 | val_loss: 0.031173 | Time: 2800.25 ms [2022-03-28 00:14:01 main:574] : INFO : Epoch 1880 | loss: 0.0311701 | val_loss: 0.0311712 | Time: 2796.63 ms [2022-03-28 00:14:04 main:574] : INFO : Epoch 1881 | loss: 0.0311687 | val_loss: 0.0311745 | Time: 2793.54 ms [2022-03-28 00:14:06 main:574] : INFO : Epoch 1882 | loss: 0.0311697 | val_loss: 0.0311708 | Time: 2802.75 ms [2022-03-28 00:14:09 main:574] : INFO : Epoch 1883 | loss: 0.0311699 | val_loss: 0.0311721 | Time: 2801.08 ms [2022-03-28 00:14:12 main:574] : INFO : Epoch 1884 | loss: 0.0311679 | val_loss: 0.0311729 | Time: 2799.85 ms [2022-03-28 00:14:15 main:574] : INFO : Epoch 1885 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 2797.03 ms [2022-03-28 00:14:18 main:574] : INFO : Epoch 1886 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 2801.57 ms [2022-03-28 00:14:20 main:574] : INFO : Epoch 1887 | loss: 0.0311677 | val_loss: 0.0311737 | Time: 2816.7 ms [2022-03-28 00:14:23 main:574] : INFO : Epoch 1888 | loss: 0.031167 | val_loss: 0.031173 | Time: 2804.22 ms [2022-03-28 00:14:26 main:574] : INFO : Epoch 1889 | loss: 0.0311673 | val_loss: 0.0311703 | Time: 2800.71 ms [2022-03-28 00:14:29 main:574] : INFO : Epoch 1890 | loss: 0.0311658 | val_loss: 0.0311735 | Time: 2794.91 ms [2022-03-28 00:14:32 main:574] : INFO : Epoch 1891 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 2793.13 ms [2022-03-28 00:14:34 main:574] : INFO : Epoch 1892 | loss: 0.0311692 | val_loss: 0.0311785 | Time: 2800.56 ms [2022-03-28 00:14:37 main:574] : INFO : Epoch 1893 | loss: 0.0311687 | val_loss: 0.0311702 | Time: 2809.72 ms [2022-03-28 00:14:40 main:574] : INFO : Epoch 1894 | loss: 0.0311658 | val_loss: 0.0311712 | Time: 2796.32 ms [2022-03-28 00:14:43 main:574] : INFO : Epoch 1895 | loss: 0.0311656 | val_loss: 0.0311725 | Time: 2800.69 ms [2022-03-28 00:14:46 main:574] : INFO : Epoch 1896 | loss: 0.0311675 | val_loss: 0.031171 | Time: 2805.31 ms [2022-03-28 00:14:48 main:574] : INFO : Epoch 1897 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 2804.23 ms [2022-03-28 00:14:51 main:574] : INFO : Epoch 1898 | loss: 0.031168 | val_loss: 0.0311747 | Time: 2802.25 ms [2022-03-28 00:14:54 main:574] : INFO : Epoch 1899 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 2790.33 ms [2022-03-28 00:14:57 main:574] : INFO : Epoch 1900 | loss: 0.031169 | val_loss: 0.0311698 | Time: 2794.4 ms [2022-03-28 00:15:00 main:574] : INFO : Epoch 1901 | loss: 0.0311668 | val_loss: 0.0311694 | Time: 2803.41 ms [2022-03-28 00:15:02 main:574] : INFO : Epoch 1902 | loss: 0.0311663 | val_loss: 0.0311693 | Time: 2802.76 ms [2022-03-28 00:15:05 main:574] : INFO : Epoch 1903 | loss: 0.0311658 | val_loss: 0.0311711 | Time: 2805.96 ms [2022-03-28 00:15:08 main:574] : INFO : Epoch 1904 | loss: 0.031167 | val_loss: 0.0311692 | Time: 2799.88 ms [2022-03-28 00:15:11 main:574] : INFO : Epoch 1905 | loss: 0.031167 | val_loss: 0.031174 | Time: 2800.07 ms [2022-03-28 00:15:14 main:574] : INFO : Epoch 1906 | loss: 0.0311675 | val_loss: 0.0311685 | Time: 2797.88 ms [2022-03-28 00:15:17 main:574] : INFO : Epoch 1907 | loss: 0.0311649 | val_loss: 0.0311695 | Time: 2801.77 ms [2022-03-28 00:15:19 main:574] : INFO : Epoch 1908 | loss: 0.0311669 | val_loss: 0.0311725 | Time: 2792.27 ms [2022-03-28 00:15:22 main:574] : INFO : Epoch 1909 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 2795.98 ms [2022-03-28 00:15:25 main:574] : INFO : Epoch 1910 | loss: 0.031165 | val_loss: 0.0311714 | Time: 2796.21 ms [2022-03-28 00:15:28 main:574] : INFO : Epoch 1911 | loss: 0.0311662 | val_loss: 0.0311756 | Time: 2802.46 ms [2022-03-28 00:15:31 main:574] : INFO : Epoch 1912 | loss: 0.0311649 | val_loss: 0.0311698 | Time: 2800.25 ms [2022-03-28 00:15:33 main:574] : INFO : Epoch 1913 | loss: 0.0311645 | val_loss: 0.0311723 | Time: 2795.96 ms [2022-03-28 00:15:36 main:574] : INFO : Epoch 1914 | loss: 0.0311645 | val_loss: 0.0311728 | Time: 2805.26 ms [2022-03-28 00:15:39 main:574] : INFO : Epoch 1915 | loss: 0.0311635 | val_loss: 0.0311716 | Time: 2802.25 ms [2022-03-28 00:15:42 main:574] : INFO : Epoch 1916 | loss: 0.0311639 | val_loss: 0.0311702 | Time: 2798.26 ms [2022-03-28 00:15:45 main:574] : INFO : Epoch 1917 | loss: 0.0311628 | val_loss: 0.0311708 | Time: 2796.77 ms [2022-03-28 00:15:47 main:574] : INFO : Epoch 1918 | loss: 0.0311619 | val_loss: 0.031172 | Time: 2795.77 ms [2022-03-28 00:15:50 main:574] : INFO : Epoch 1919 | loss: 0.0311628 | val_loss: 0.0311703 | Time: 2798.82 ms [2022-03-28 00:15:53 main:574] : INFO : Epoch 1920 | loss: 0.0311629 | val_loss: 0.0311712 | Time: 2801.9 ms [2022-03-28 00:15:56 main:574] : INFO : Epoch 1921 | loss: 0.0311637 | val_loss: 0.0311743 | Time: 2795.57 ms [2022-03-28 00:15:59 main:574] : INFO : Epoch 1922 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 2799.1 ms [2022-03-28 00:16:01 main:574] : INFO : Epoch 1923 | loss: 0.031164 | val_loss: 0.0311743 | Time: 2799.65 ms [2022-03-28 00:16:04 main:574] : INFO : Epoch 1924 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 2796.96 ms [2022-03-28 00:16:07 main:574] : INFO : Epoch 1925 | loss: 0.031167 | val_loss: 0.0311731 | Time: 2807.95 ms [2022-03-28 00:16:10 main:574] : INFO : Epoch 1926 | loss: 0.031169 | val_loss: 0.0311714 | Time: 2790.17 ms [2022-03-28 00:16:13 main:574] : INFO : Epoch 1927 | loss: 0.0311667 | val_loss: 0.0311712 | Time: 2804.34 ms [2022-03-28 00:16:15 main:574] : INFO : Epoch 1928 | loss: 0.0311652 | val_loss: 0.0311713 | Time: 2798.71 ms [2022-03-28 00:16:18 main:574] : INFO : Epoch 1929 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 2797.63 ms [2022-03-28 00:16:21 main:574] : INFO : Epoch 1930 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 2798.48 ms [2022-03-28 00:16:24 main:574] : INFO : Epoch 1931 | loss: 0.0311651 | val_loss: 0.0311699 | Time: 2794.83 ms [2022-03-28 00:16:27 main:574] : INFO : Epoch 1932 | loss: 0.0311666 | val_loss: 0.0311714 | Time: 2796.83 ms [2022-03-28 00:16:29 main:574] : INFO : Epoch 1933 | loss: 0.0311672 | val_loss: 0.0311706 | Time: 2804.06 ms [2022-03-28 00:16:32 main:574] : INFO : Epoch 1934 | loss: 0.0311644 | val_loss: 0.0311734 | Time: 2805.46 ms [2022-03-28 00:16:35 main:574] : INFO : Epoch 1935 | loss: 0.0311658 | val_loss: 0.0311731 | Time: 2796.1 ms [2022-03-28 00:16:38 main:574] : INFO : Epoch 1936 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 2801.1 ms [2022-03-28 00:16:41 main:574] : INFO : Epoch 1937 | loss: 0.0311638 | val_loss: 0.031175 | Time: 2799.14 ms [2022-03-28 00:16:43 main:574] : INFO : Epoch 1938 | loss: 0.0311628 | val_loss: 0.0311733 | Time: 2805.89 ms [2022-03-28 00:16:46 main:574] : INFO : Epoch 1939 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 2804.04 ms [2022-03-28 00:16:49 main:574] : INFO : Epoch 1940 | loss: 0.0311625 | val_loss: 0.0311718 | Time: 2792.6 ms [2022-03-28 00:16:52 main:574] : INFO : Epoch 1941 | loss: 0.0311621 | val_loss: 0.0311735 | Time: 2799.9 ms [2022-03-28 00:16:55 main:574] : INFO : Epoch 1942 | loss: 0.0311616 | val_loss: 0.0311739 | Time: 2804.4 ms [2022-03-28 00:16:57 main:574] : INFO : Epoch 1943 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 2798.64 ms [2022-03-28 00:17:00 main:574] : INFO : Epoch 1944 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 2793.01 ms [2022-03-28 00:17:03 main:574] : INFO : Epoch 1945 | loss: 0.0311611 | val_loss: 0.0311748 | Time: 2818.66 ms [2022-03-28 00:17:06 main:574] : INFO : Epoch 1946 | loss: 0.0311613 | val_loss: 0.0311777 | Time: 2793.36 ms [2022-03-28 00:17:09 main:574] : INFO : Epoch 1947 | loss: 0.0311638 | val_loss: 0.0311766 | Time: 2811.11 ms [2022-03-28 00:17:12 main:574] : INFO : Epoch 1948 | loss: 0.0311631 | val_loss: 0.031174 | Time: 2808.52 ms [2022-03-28 00:17:14 main:574] : INFO : Epoch 1949 | loss: 0.0311636 | val_loss: 0.0311727 | Time: 2807.57 ms [2022-03-28 00:17:17 main:574] : INFO : Epoch 1950 | loss: 0.0311643 | val_loss: 0.0311741 | Time: 2797.37 ms [2022-03-28 00:17:20 main:574] : INFO : Epoch 1951 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 2811.87 ms [2022-03-28 00:17:23 main:574] : INFO : Epoch 1952 | loss: 0.0311663 | val_loss: 0.0311712 | Time: 2804.52 ms [2022-03-28 00:17:26 main:574] : INFO : Epoch 1953 | loss: 0.031165 | val_loss: 0.0311721 | Time: 2798.88 ms [2022-03-28 00:17:28 main:574] : INFO : Epoch 1954 | loss: 0.0311652 | val_loss: 0.0311774 | Time: 2798.9 ms [2022-03-28 00:17:31 main:574] : INFO : Epoch 1955 | loss: 0.0311652 | val_loss: 0.0311716 | Time: 2801.18 ms [2022-03-28 00:17:34 main:574] : INFO : Epoch 1956 | loss: 0.0311635 | val_loss: 0.0311757 | Time: 2796.16 ms [2022-03-28 00:17:37 main:574] : INFO : Epoch 1957 | loss: 0.0311653 | val_loss: 0.0311751 | Time: 2804.53 ms [2022-03-28 00:17:40 main:574] : INFO : Epoch 1958 | loss: 0.0311645 | val_loss: 0.0311774 | Time: 2801.2 ms [2022-03-28 00:17:42 main:574] : INFO : Epoch 1959 | loss: 0.0311641 | val_loss: 0.0311812 | Time: 2800.62 ms [2022-03-28 00:17:45 main:574] : INFO : Epoch 1960 | loss: 0.0311674 | val_loss: 0.0311804 | Time: 2805 ms [2022-03-28 00:17:48 main:574] : INFO : Epoch 1961 | loss: 0.0311692 | val_loss: 0.0311757 | Time: 2793.95 ms [2022-03-28 00:17:51 main:574] : INFO : Epoch 1962 | loss: 0.0311706 | val_loss: 0.0311744 | Time: 2798.6 ms [2022-03-28 00:17:54 main:574] : INFO : Epoch 1963 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2793.92 ms [2022-03-28 00:17:56 main:574] : INFO : Epoch 1964 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 2801.59 ms [2022-03-28 00:17:59 main:574] : INFO : Epoch 1965 | loss: 0.0311682 | val_loss: 0.0311755 | Time: 2795.94 ms [2022-03-28 00:18:02 main:574] : INFO : Epoch 1966 | loss: 0.0311708 | val_loss: 0.0311767 | Time: 2802.61 ms [2022-03-28 00:18:05 main:574] : INFO : Epoch 1967 | loss: 0.031172 | val_loss: 0.0311759 | Time: 2802.96 ms [2022-03-28 00:18:08 main:574] : INFO : Epoch 1968 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 2809.11 ms [2022-03-28 00:18:10 main:574] : INFO : Epoch 1969 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 2809.39 ms [2022-03-28 00:18:13 main:574] : INFO : Epoch 1970 | loss: 0.0311667 | val_loss: 0.0311751 | Time: 2802.25 ms [2022-03-28 00:18:16 main:574] : INFO : Epoch 1971 | loss: 0.0311661 | val_loss: 0.0311743 | Time: 2802.05 ms [2022-03-28 00:18:19 main:574] : INFO : Epoch 1972 | loss: 0.0311661 | val_loss: 0.0311774 | Time: 2799.54 ms [2022-03-28 00:18:22 main:574] : INFO : Epoch 1973 | loss: 0.031166 | val_loss: 0.0311767 | Time: 2800.07 ms [2022-03-28 00:18:25 main:574] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.0311737 | Time: 2796.97 ms [2022-03-28 00:18:27 main:574] : INFO : Epoch 1975 | loss: 0.0311648 | val_loss: 0.0311739 | Time: 2805.05 ms [2022-03-28 00:18:30 main:574] : INFO : Epoch 1976 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 2800.53 ms [2022-03-28 00:18:33 main:574] : INFO : Epoch 1977 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 2803.5 ms [2022-03-28 00:18:36 main:574] : INFO : Epoch 1978 | loss: 0.031165 | val_loss: 0.0311768 | Time: 2794.99 ms [2022-03-28 00:18:39 main:574] : INFO : Epoch 1979 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 2788.69 ms [2022-03-28 00:18:41 main:574] : INFO : Epoch 1980 | loss: 0.0311642 | val_loss: 0.031175 | Time: 2800.36 ms [2022-03-28 00:18:44 main:574] : INFO : Epoch 1981 | loss: 0.0311663 | val_loss: 0.0311777 | Time: 2798.65 ms [2022-03-28 00:18:47 main:574] : INFO : Epoch 1982 | loss: 0.0311674 | val_loss: 0.0311759 | Time: 2799.44 ms [2022-03-28 00:18:50 main:574] : INFO : Epoch 1983 | loss: 0.031167 | val_loss: 0.0311845 | Time: 2801.93 ms [2022-03-28 00:18:53 main:574] : INFO : Epoch 1984 | loss: 0.0311684 | val_loss: 0.0311923 | Time: 2799.7 ms [2022-03-28 00:18:55 main:574] : INFO : Epoch 1985 | loss: 0.0311684 | val_loss: 0.0311928 | Time: 2804.86 ms [2022-03-28 00:18:58 main:574] : INFO : Epoch 1986 | loss: 0.03117 | val_loss: 0.0311822 | Time: 2797.83 ms [2022-03-28 00:19:01 main:574] : INFO : Epoch 1987 | loss: 0.0311623 | val_loss: 0.0311769 | Time: 2802.48 ms [2022-03-28 00:19:04 main:574] : INFO : Epoch 1988 | loss: 0.0311627 | val_loss: 0.0311761 | Time: 2795.43 ms [2022-03-28 00:19:07 main:574] : INFO : Epoch 1989 | loss: 0.0311615 | val_loss: 0.0311779 | Time: 2799.18 ms [2022-03-28 00:19:09 main:574] : INFO : Epoch 1990 | loss: 0.0311626 | val_loss: 0.0311764 | Time: 2810.5 ms [2022-03-28 00:19:12 main:574] : INFO : Epoch 1991 | loss: 0.0311649 | val_loss: 0.0311769 | Time: 2795.66 ms [2022-03-28 00:19:15 main:574] : INFO : Epoch 1992 | loss: 0.0311656 | val_loss: 0.0311752 | Time: 2808.74 ms [2022-03-28 00:19:18 main:574] : INFO : Epoch 1993 | loss: 0.0311689 | val_loss: 0.0311747 | Time: 2802.97 ms [2022-03-28 00:19:21 main:574] : INFO : Epoch 1994 | loss: 0.0311682 | val_loss: 0.0311771 | Time: 2798.94 ms [2022-03-28 00:19:23 main:574] : INFO : Epoch 1995 | loss: 0.0311675 | val_loss: 0.0311751 | Time: 2796.6 ms [2022-03-28 00:19:26 main:574] : INFO : Epoch 1996 | loss: 0.0311673 | val_loss: 0.0311822 | Time: 2804.93 ms [2022-03-28 00:19:29 main:574] : INFO : Epoch 1997 | loss: 0.031168 | val_loss: 0.0311867 | Time: 2799.07 ms [2022-03-28 00:19:32 main:574] : INFO : Epoch 1998 | loss: 0.0311691 | val_loss: 0.0311731 | Time: 2802.37 ms [2022-03-28 00:19:35 main:574] : INFO : Epoch 1999 | loss: 0.0311671 | val_loss: 0.0311722 | Time: 2797.03 ms [2022-03-28 00:19:37 main:574] : INFO : Epoch 2000 | loss: 0.031166 | val_loss: 0.0311728 | Time: 2801.4 ms [2022-03-28 00:19:40 main:574] : INFO : Epoch 2001 | loss: 0.0311662 | val_loss: 0.0311742 | Time: 2798.29 ms [2022-03-28 00:19:43 main:574] : INFO : Epoch 2002 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 2795.94 ms [2022-03-28 00:19:46 main:574] : INFO : Epoch 2003 | loss: 0.0311637 | val_loss: 0.0311708 | Time: 2801.97 ms [2022-03-28 00:19:49 main:574] : INFO : Epoch 2004 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 2799.86 ms [2022-03-28 00:19:51 main:574] : INFO : Epoch 2005 | loss: 0.0311647 | val_loss: 0.0311728 | Time: 2802.89 ms [2022-03-28 00:19:54 main:574] : INFO : Epoch 2006 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 2795.97 ms [2022-03-28 00:19:57 main:574] : INFO : Epoch 2007 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 2800.82 ms [2022-03-28 00:20:00 main:574] : INFO : Epoch 2008 | loss: 0.0311678 | val_loss: 0.0311767 | Time: 2798.6 ms [2022-03-28 00:20:03 main:574] : INFO : Epoch 2009 | loss: 0.0311664 | val_loss: 0.0311724 | Time: 2802.09 ms [2022-03-28 00:20:06 main:574] : INFO : Epoch 2010 | loss: 0.0311676 | val_loss: 0.0311752 | Time: 2804.23 ms [2022-03-28 00:20:08 main:574] : INFO : Epoch 2011 | loss: 0.0311667 | val_loss: 0.0311735 | Time: 2796.69 ms [2022-03-28 00:20:11 main:574] : INFO : Epoch 2012 | loss: 0.0311635 | val_loss: 0.0311752 | Time: 2801.67 ms [2022-03-28 00:20:14 main:574] : INFO : Epoch 2013 | loss: 0.0311649 | val_loss: 0.0311738 | Time: 2795.27 ms [2022-03-28 00:20:17 main:574] : INFO : Epoch 2014 | loss: 0.0311647 | val_loss: 0.0311733 | Time: 2798.91 ms [2022-03-28 00:20:20 main:574] : INFO : Epoch 2015 | loss: 0.0311652 | val_loss: 0.0311718 | Time: 2794.39 ms [2022-03-28 00:20:22 main:574] : INFO : Epoch 2016 | loss: 0.0311631 | val_loss: 0.0311802 | Time: 2796.82 ms [2022-03-28 00:20:25 main:574] : INFO : Epoch 2017 | loss: 0.031167 | val_loss: 0.0311767 | Time: 2794.59 ms [2022-03-28 00:20:28 main:574] : INFO : Epoch 2018 | loss: 0.031164 | val_loss: 0.0311744 | Time: 2794.4 ms [2022-03-28 00:20:31 main:574] : INFO : Epoch 2019 | loss: 0.0311634 | val_loss: 0.0311757 | Time: 2795.55 ms [2022-03-28 00:20:34 main:574] : INFO : Epoch 2020 | loss: 0.0311623 | val_loss: 0.0311813 | Time: 2797.33 ms [2022-03-28 00:20:36 main:574] : INFO : Epoch 2021 | loss: 0.0311637 | val_loss: 0.0311736 | Time: 2794.01 ms [2022-03-28 00:20:39 main:574] : INFO : Epoch 2022 | loss: 0.031162 | val_loss: 0.0311746 | Time: 2804.52 ms [2022-03-28 00:20:42 main:574] : INFO : Epoch 2023 | loss: 0.0311614 | val_loss: 0.0311753 | Time: 2802.49 ms [2022-03-28 00:20:45 main:574] : INFO : Epoch 2024 | loss: 0.0311631 | val_loss: 0.0311725 | Time: 2801.17 ms [2022-03-28 00:20:48 main:574] : INFO : Epoch 2025 | loss: 0.031163 | val_loss: 0.0311723 | Time: 2799.39 ms [2022-03-28 00:20:50 main:574] : INFO : Epoch 2026 | loss: 0.031162 | val_loss: 0.0311703 | Time: 2800.41 ms [2022-03-28 00:20:53 main:574] : INFO : Epoch 2027 | loss: 0.0311617 | val_loss: 0.0311733 | Time: 2805.58 ms [2022-03-28 00:20:56 main:574] : INFO : Epoch 2028 | loss: 0.0311626 | val_loss: 0.0311748 | Time: 2800.74 ms [2022-03-28 00:20:59 main:574] : INFO : Epoch 2029 | loss: 0.0311622 | val_loss: 0.0311715 | Time: 2797.03 ms [2022-03-28 00:21:02 main:574] : INFO : Epoch 2030 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 2805.9 ms [2022-03-28 00:21:04 main:574] : INFO : Epoch 2031 | loss: 0.0311618 | val_loss: 0.0311718 | Time: 2800.67 ms [2022-03-28 00:21:07 main:574] : INFO : Epoch 2032 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 2798.86 ms [2022-03-28 00:21:10 main:574] : INFO : Epoch 2033 | loss: 0.0311611 | val_loss: 0.0311746 | Time: 2800.64 ms [2022-03-28 00:21:13 main:574] : INFO : Epoch 2034 | loss: 0.0311611 | val_loss: 0.0311792 | Time: 2792.82 ms [2022-03-28 00:21:16 main:574] : INFO : Epoch 2035 | loss: 0.0311594 | val_loss: 0.0311735 | Time: 2795.24 ms [2022-03-28 00:21:18 main:574] : INFO : Epoch 2036 | loss: 0.0311601 | val_loss: 0.031174 | Time: 2798.11 ms [2022-03-28 00:21:21 main:574] : INFO : Epoch 2037 | loss: 0.0311622 | val_loss: 0.0311805 | Time: 2809.58 ms [2022-03-28 00:21:24 main:574] : INFO : Epoch 2038 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 2796.48 ms [2022-03-28 00:21:27 main:574] : INFO : Epoch 2039 | loss: 0.0311633 | val_loss: 0.0311812 | Time: 2797.3 ms [2022-03-28 00:21:30 main:574] : INFO : Epoch 2040 | loss: 0.0311658 | val_loss: 0.0311787 | Time: 2801.3 ms [2022-03-28 00:21:32 main:574] : INFO : Epoch 2041 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 2794.62 ms [2022-03-28 00:21:35 main:574] : INFO : Epoch 2042 | loss: 0.0311652 | val_loss: 0.0311775 | Time: 2806 ms [2022-03-28 00:21:38 main:574] : INFO : Epoch 2043 | loss: 0.0311667 | val_loss: 0.0311766 | Time: 2796.49 ms [2022-03-28 00:21:41 main:574] : INFO : Epoch 2044 | loss: 0.0311645 | val_loss: 0.0311744 | Time: 2817.56 ms [2022-03-28 00:21:44 main:574] : INFO : Epoch 2045 | loss: 0.0311607 | val_loss: 0.0311747 | Time: 2799.7 ms [2022-03-28 00:21:46 main:574] : INFO : Epoch 2046 | loss: 0.0311601 | val_loss: 0.0311787 | Time: 2792.33 ms [2022-03-28 00:21:49 main:574] : INFO : Epoch 2047 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 2806.57 ms [2022-03-28 00:21:52 main:574] : INFO : Epoch 2048 | loss: 0.0311614 | val_loss: 0.0311744 | Time: 2806.29 ms [2022-03-28 00:21:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311744 [2022-03-28 00:21:52 main:603] : INFO : Saving end state to config to file [2022-03-28 00:21:52 main:608] : INFO : Success, exiting.. 00:21:52 (17460): 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)