Task 14551478
| Name | ParityModified-1647048090-26029-3-0_0 |
| Workunit | 11575854 |
| Created | 8 Apr 2022, 20:01:55 UTC |
| Sent | 10 Apr 2022, 12:26:48 UTC |
| Report deadline | 18 Apr 2022, 12:26:48 UTC |
| Received | 10 Apr 2022, 14:27:31 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 9656 |
| Run time | 1 hours 47 min 25 sec |
| CPU time | 1 hours 47 min 1 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.14.2</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311648 | val_loss: 0.0311691 | Time: 3157.98 ms
[2022-04-10 15:56:36 main:574] : INFO : Epoch 1543 | loss: 0.0311652 | val_loss: 0.0311689 | Time: 3161.42 ms
[2022-04-10 15:56:39 main:574] : INFO : Epoch 1544 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 3153.6 ms
[2022-04-10 15:56:43 main:574] : INFO : Epoch 1545 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 3160.86 ms
[2022-04-10 15:56:46 main:574] : INFO : Epoch 1546 | loss: 0.0311692 | val_loss: 0.0311713 | Time: 3156.5 ms
[2022-04-10 15:56:49 main:574] : INFO : Epoch 1547 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 3169.79 ms
[2022-04-10 15:56:52 main:574] : INFO : Epoch 1548 | loss: 0.0311686 | val_loss: 0.0311712 | Time: 3149.37 ms
[2022-04-10 15:56:55 main:574] : INFO : Epoch 1549 | loss: 0.031167 | val_loss: 0.0311692 | Time: 3152.51 ms
[2022-04-10 15:56:58 main:574] : INFO : Epoch 1550 | loss: 0.0311661 | val_loss: 0.0311704 | Time: 3139.13 ms
[2022-04-10 15:57:02 main:574] : INFO : Epoch 1551 | loss: 0.0311664 | val_loss: 0.0311704 | Time: 3157.39 ms
[2022-04-10 15:57:05 main:574] : INFO : Epoch 1552 | loss: 0.0311664 | val_loss: 0.0311706 | Time: 3141.91 ms
[2022-04-10 15:57:08 main:574] : INFO : Epoch 1553 | loss: 0.0311665 | val_loss: 0.0311708 | Time: 3164.26 ms
[2022-04-10 15:57:11 main:574] : INFO : Epoch 1554 | loss: 0.0311666 | val_loss: 0.0311707 | Time: 3160.85 ms
[2022-04-10 15:57:14 main:574] : INFO : Epoch 1555 | loss: 0.0311681 | val_loss: 0.0311704 | Time: 3142.97 ms
[2022-04-10 15:57:17 main:574] : INFO : Epoch 1556 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 3133.24 ms
[2022-04-10 15:57:21 main:574] : INFO : Epoch 1557 | loss: 0.0311674 | val_loss: 0.0311699 | Time: 3161.99 ms
[2022-04-10 15:57:24 main:574] : INFO : Epoch 1558 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 3162.83 ms
[2022-04-10 15:57:27 main:574] : INFO : Epoch 1559 | loss: 0.031164 | val_loss: 0.0311718 | Time: 3164.56 ms
[2022-04-10 15:57:30 main:574] : INFO : Epoch 1560 | loss: 0.0311661 | val_loss: 0.0311693 | Time: 3143.72 ms
[2022-04-10 15:57:33 main:574] : INFO : Epoch 1561 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 3150.29 ms
[2022-04-10 15:57:36 main:574] : INFO : Epoch 1562 | loss: 0.0311655 | val_loss: 0.0311686 | Time: 3159.8 ms
[2022-04-10 15:57:40 main:574] : INFO : Epoch 1563 | loss: 0.0311651 | val_loss: 0.0311708 | Time: 3144.64 ms
[2022-04-10 15:57:43 main:574] : INFO : Epoch 1564 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 3138.35 ms
[2022-04-10 15:57:46 main:574] : INFO : Epoch 1565 | loss: 0.031166 | val_loss: 0.0311696 | Time: 3139.75 ms
[2022-04-10 15:57:49 main:574] : INFO : Epoch 1566 | loss: 0.0311676 | val_loss: 0.0311679 | Time: 3152.32 ms
[2022-04-10 15:57:52 main:574] : INFO : Epoch 1567 | loss: 0.0311657 | val_loss: 0.0311681 | Time: 3146.77 ms
[2022-04-10 15:57:55 main:574] : INFO : Epoch 1568 | loss: 0.0311644 | val_loss: 0.0311671 | Time: 3133.88 ms
[2022-04-10 15:57:58 main:574] : INFO : Epoch 1569 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 3143.34 ms
[2022-04-10 15:58:02 main:574] : INFO : Epoch 1570 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 3156.19 ms
[2022-04-10 15:58:05 main:574] : INFO : Epoch 1571 | loss: 0.031164 | val_loss: 0.0311711 | Time: 3149.04 ms
[2022-04-10 15:58:08 main:574] : INFO : Epoch 1572 | loss: 0.0311656 | val_loss: 0.031167 | Time: 3148.94 ms
[2022-04-10 15:58:11 main:574] : INFO : Epoch 1573 | loss: 0.0311624 | val_loss: 0.031168 | Time: 3137.08 ms
[2022-04-10 15:58:14 main:574] : INFO : Epoch 1574 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 3160.31 ms
[2022-04-10 15:58:17 main:574] : INFO : Epoch 1575 | loss: 0.031162 | val_loss: 0.0311676 | Time: 3145.28 ms
[2022-04-10 15:58:21 main:574] : INFO : Epoch 1576 | loss: 0.031163 | val_loss: 0.0311669 | Time: 3145.55 ms
[2022-04-10 15:58:24 main:574] : INFO : Epoch 1577 | loss: 0.0311613 | val_loss: 0.0311665 | Time: 3167.51 ms
[2022-04-10 15:58:27 main:574] : INFO : Epoch 1578 | loss: 0.0311636 | val_loss: 0.031171 | Time: 3151.89 ms
[2022-04-10 15:58:30 main:574] : INFO : Epoch 1579 | loss: 0.0311632 | val_loss: 0.0311659 | Time: 3158.14 ms
[2022-04-10 15:58:33 main:574] : INFO : Epoch 1580 | loss: 0.0311616 | val_loss: 0.0311659 | Time: 3158.43 ms
[2022-04-10 15:58:36 main:574] : INFO : Epoch 1581 | loss: 0.0311614 | val_loss: 0.0311674 | Time: 3177.3 ms
[2022-04-10 15:58:39 main:574] : INFO : Epoch 1582 | loss: 0.0311631 | val_loss: 0.0311707 | Time: 3145.19 ms
[2022-04-10 15:58:43 main:574] : INFO : Epoch 1583 | loss: 0.0311646 | val_loss: 0.0311662 | Time: 3137.64 ms
[2022-04-10 15:58:46 main:574] : INFO : Epoch 1584 | loss: 0.0311639 | val_loss: 0.0311667 | Time: 3161.89 ms
[2022-04-10 15:58:49 main:574] : INFO : Epoch 1585 | loss: 0.0311631 | val_loss: 0.0311665 | Time: 3150.74 ms
[2022-04-10 15:58:52 main:574] : INFO : Epoch 1586 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 3158.26 ms
[2022-04-10 15:58:55 main:574] : INFO : Epoch 1587 | loss: 0.0311636 | val_loss: 0.0311677 | Time: 3150.39 ms
[2022-04-10 15:58:58 main:574] : INFO : Epoch 1588 | loss: 0.0311656 | val_loss: 0.0311683 | Time: 3158.29 ms
[2022-04-10 15:59:02 main:574] : INFO : Epoch 1589 | loss: 0.0311641 | val_loss: 0.0311683 | Time: 3165.63 ms
[2022-04-10 15:59:05 main:574] : INFO : Epoch 1590 | loss: 0.031167 | val_loss: 0.0311721 | Time: 3151 ms
[2022-04-10 15:59:08 main:574] : INFO : Epoch 1591 | loss: 0.0311664 | val_loss: 0.0311719 | Time: 3117.83 ms
[2022-04-10 15:59:11 main:574] : INFO : Epoch 1592 | loss: 0.031166 | val_loss: 0.0311722 | Time: 3143.83 ms
[2022-04-10 15:59:14 main:574] : INFO : Epoch 1593 | loss: 0.0311655 | val_loss: 0.0311687 | Time: 3167.14 ms
[2022-04-10 15:59:17 main:574] : INFO : Epoch 1594 | loss: 0.031166 | val_loss: 0.0311682 | Time: 3163.49 ms
[2022-04-10 15:59:21 main:574] : INFO : Epoch 1595 | loss: 0.0311659 | val_loss: 0.0311682 | Time: 3149.1 ms
[2022-04-10 15:59:24 main:574] : INFO : Epoch 1596 | loss: 0.0311677 | val_loss: 0.0311667 | Time: 3130.39 ms
[2022-04-10 15:59:27 main:574] : INFO : Epoch 1597 | loss: 0.0311662 | val_loss: 0.0311672 | Time: 3137.66 ms
[2022-04-10 15:59:30 main:574] : INFO : Epoch 1598 | loss: 0.0311657 | val_loss: 0.0311692 | Time: 3158.61 ms
[2022-04-10 15:59:33 main:574] : INFO : Epoch 1599 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 3145.47 ms
[2022-04-10 15:59:36 main:574] : INFO : Epoch 1600 | loss: 0.0311627 | val_loss: 0.0311667 | Time: 3148.49 ms
[2022-04-10 15:59:39 main:574] : INFO : Epoch 1601 | loss: 0.0311625 | val_loss: 0.0311692 | Time: 3152.69 ms
[2022-04-10 15:59:43 main:574] : INFO : Epoch 1602 | loss: 0.0311642 | val_loss: 0.0311689 | Time: 3156.1 ms
[2022-04-10 15:59:46 main:574] : INFO : Epoch 1603 | loss: 0.0311659 | val_loss: 0.0311698 | Time: 3161.75 ms
[2022-04-10 15:59:49 main:574] : INFO : Epoch 1604 | loss: 0.0311644 | val_loss: 0.0311668 | Time: 3160.34 ms
[2022-04-10 15:59:52 main:574] : INFO : Epoch 1605 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 3165.27 ms
[2022-04-10 15:59:55 main:574] : INFO : Epoch 1606 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 3136.01 ms
[2022-04-10 15:59:58 main:574] : INFO : Epoch 1607 | loss: 0.0311624 | val_loss: 0.0311659 | Time: 3159.85 ms
[2022-04-10 16:00:02 main:574] : INFO : Epoch 1608 | loss: 0.031163 | val_loss: 0.0311698 | Time: 3158.57 ms
[2022-04-10 16:00:05 main:574] : INFO : Epoch 1609 | loss: 0.0311641 | val_loss: 0.0311727 | Time: 3153.61 ms
[2022-04-10 16:00:08 main:574] : INFO : Epoch 1610 | loss: 0.0311632 | val_loss: 0.0311672 | Time: 3139.45 ms
[2022-04-10 16:00:11 main:574] : INFO : Epoch 1611 | loss: 0.0311614 | val_loss: 0.0311656 | Time: 3150.21 ms
[2022-04-10 16:00:14 main:574] : INFO : Epoch 1612 | loss: 0.0311629 | val_loss: 0.0311656 | Time: 3160.03 ms
[2022-04-10 16:00:17 main:574] : INFO : Epoch 1613 | loss: 0.0311656 | val_loss: 0.0311689 | Time: 3141.27 ms
[2022-04-10 16:00:21 main:574] : INFO : Epoch 1614 | loss: 0.031166 | val_loss: 0.0311716 | Time: 3140.55 ms
[2022-04-10 16:00:24 main:574] : INFO : Epoch 1615 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 3151.98 ms
[2022-04-10 16:00:27 main:574] : INFO : Epoch 1616 | loss: 0.0311626 | val_loss: 0.0311681 | Time: 3168.16 ms
[2022-04-10 16:00:30 main:574] : INFO : Epoch 1617 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 3148.99 ms
[2022-04-10 16:00:33 main:574] : INFO : Epoch 1618 | loss: 0.0311622 | val_loss: 0.0311675 | Time: 3133.46 ms
[2022-04-10 16:00:36 main:574] : INFO : Epoch 1619 | loss: 0.0311631 | val_loss: 0.031171 | Time: 3141.57 ms
[2022-04-10 16:00:39 main:574] : INFO : Epoch 1620 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 3161.89 ms
[2022-04-10 16:00:43 main:574] : INFO : Epoch 1621 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 3140.22 ms
[2022-04-10 16:00:46 main:574] : INFO : Epoch 1622 | loss: 0.0311645 | val_loss: 0.0311686 | Time: 3148.29 ms
[2022-04-10 16:00:49 main:574] : INFO : Epoch 1623 | loss: 0.0311613 | val_loss: 0.0311699 | Time: 3151.42 ms
[2022-04-10 16:00:52 main:574] : INFO : Epoch 1624 | loss: 0.031163 | val_loss: 0.0311708 | Time: 3151.38 ms
[2022-04-10 16:00:55 main:574] : INFO : Epoch 1625 | loss: 0.0311616 | val_loss: 0.0311685 | Time: 3160.52 ms
[2022-04-10 16:00:58 main:574] : INFO : Epoch 1626 | loss: 0.0311598 | val_loss: 0.0311677 | Time: 3149.76 ms
[2022-04-10 16:01:02 main:574] : INFO : Epoch 1627 | loss: 0.0311607 | val_loss: 0.0311738 | Time: 3146.31 ms
[2022-04-10 16:01:05 main:574] : INFO : Epoch 1628 | loss: 0.0311627 | val_loss: 0.0311678 | Time: 3135.94 ms
[2022-04-10 16:01:08 main:574] : INFO : Epoch 1629 | loss: 0.031161 | val_loss: 0.0311696 | Time: 3163.73 ms
[2022-04-10 16:01:11 main:574] : INFO : Epoch 1630 | loss: 0.0311611 | val_loss: 0.0311684 | Time: 3133.33 ms
[2022-04-10 16:01:14 main:574] : INFO : Epoch 1631 | loss: 0.0311605 | val_loss: 0.0311674 | Time: 3147.87 ms
[2022-04-10 16:01:17 main:574] : INFO : Epoch 1632 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 3143.85 ms
[2022-04-10 16:01:20 main:574] : INFO : Epoch 1633 | loss: 0.0311592 | val_loss: 0.0311671 | Time: 3148.07 ms
[2022-04-10 16:01:24 main:574] : INFO : Epoch 1634 | loss: 0.0311604 | val_loss: 0.0311715 | Time: 3148.61 ms
[2022-04-10 16:01:27 main:574] : INFO : Epoch 1635 | loss: 0.0311672 | val_loss: 0.031174 | Time: 3165.14 ms
[2022-04-10 16:01:30 main:574] : INFO : Epoch 1636 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 3150.08 ms
[2022-04-10 16:01:33 main:574] : INFO : Epoch 1637 | loss: 0.0311664 | val_loss: 0.0311715 | Time: 3140.84 ms
[2022-04-10 16:01:36 main:574] : INFO : Epoch 1638 | loss: 0.0311665 | val_loss: 0.0311702 | Time: 3123.27 ms
[2022-04-10 16:01:39 main:574] : INFO : Epoch 1639 | loss: 0.0311663 | val_loss: 0.031174 | Time: 3153.37 ms
[2022-04-10 16:01:43 main:574] : INFO : Epoch 1640 | loss: 0.0311701 | val_loss: 0.0311747 | Time: 3164.59 ms
[2022-04-10 16:01:46 main:574] : INFO : Epoch 1641 | loss: 0.0311743 | val_loss: 0.0311744 | Time: 3148.53 ms
[2022-04-10 16:01:49 main:574] : INFO : Epoch 1642 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 3128.91 ms
[2022-04-10 16:01:52 main:574] : INFO : Epoch 1643 | loss: 0.031177 | val_loss: 0.0311769 | Time: 3173.53 ms
[2022-04-10 16:01:55 main:574] : INFO : Epoch 1644 | loss: 0.0311779 | val_loss: 0.0311785 | Time: 3152.12 ms
[2022-04-10 16:01:58 main:574] : INFO : Epoch 1645 | loss: 0.0311771 | val_loss: 0.0311749 | Time: 3133.16 ms
[2022-04-10 16:02:01 main:574] : INFO : Epoch 1646 | loss: 0.0311781 | val_loss: 0.0311773 | Time: 3139.03 ms
[2022-04-10 16:02:05 main:574] : INFO : Epoch 1647 | loss: 0.0311778 | val_loss: 0.0311752 | Time: 3152.25 ms
[2022-04-10 16:02:08 main:574] : INFO : Epoch 1648 | loss: 0.0311765 | val_loss: 0.031178 | Time: 3164.24 ms
[2022-04-10 16:02:11 main:574] : INFO : Epoch 1649 | loss: 0.031174 | val_loss: 0.0311776 | Time: 3150.31 ms
[2022-04-10 16:02:14 main:574] : INFO : Epoch 1650 | loss: 0.0311728 | val_loss: 0.0311757 | Time: 3138.38 ms
[2022-04-10 16:02:17 main:574] : INFO : Epoch 1651 | loss: 0.0311733 | val_loss: 0.0311739 | Time: 3157.81 ms
[2022-04-10 16:02:20 main:574] : INFO : Epoch 1652 | loss: 0.0311758 | val_loss: 0.0311754 | Time: 3166.84 ms
[2022-04-10 16:02:24 main:574] : INFO : Epoch 1653 | loss: 0.0311767 | val_loss: 0.0311745 | Time: 3150.65 ms
[2022-04-10 16:02:27 main:574] : INFO : Epoch 1654 | loss: 0.0311767 | val_loss: 0.0311755 | Time: 3137.61 ms
[2022-04-10 16:02:30 main:574] : INFO : Epoch 1655 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 3148.85 ms
[2022-04-10 16:02:33 main:574] : INFO : Epoch 1656 | loss: 0.0311735 | val_loss: 0.0311747 | Time: 3149.29 ms
[2022-04-10 16:02:36 main:574] : INFO : Epoch 1657 | loss: 0.0311732 | val_loss: 0.0311704 | Time: 3166.03 ms
[2022-04-10 16:02:39 main:574] : INFO : Epoch 1658 | loss: 0.0311737 | val_loss: 0.0311732 | Time: 3162.22 ms
[2022-04-10 16:02:43 main:574] : INFO : Epoch 1659 | loss: 0.0311725 | val_loss: 0.0311741 | Time: 3156.16 ms
[2022-04-10 16:02:46 main:574] : INFO : Epoch 1660 | loss: 0.0311755 | val_loss: 0.0311783 | Time: 3155.85 ms
[2022-04-10 16:02:49 main:574] : INFO : Epoch 1661 | loss: 0.0311845 | val_loss: 0.0311792 | Time: 3141.86 ms
[2022-04-10 16:02:52 main:574] : INFO : Epoch 1662 | loss: 0.0311843 | val_loss: 0.0311785 | Time: 3145.84 ms
[2022-04-10 16:02:55 main:574] : INFO : Epoch 1663 | loss: 0.031182 | val_loss: 0.0311768 | Time: 3154.36 ms
[2022-04-10 16:02:58 main:574] : INFO : Epoch 1664 | loss: 0.0311812 | val_loss: 0.0311779 | Time: 3159.78 ms
[2022-04-10 16:03:01 main:574] : INFO : Epoch 1665 | loss: 0.0311827 | val_loss: 0.0311774 | Time: 3149.92 ms
[2022-04-10 16:03:05 main:574] : INFO : Epoch 1666 | loss: 0.0311815 | val_loss: 0.0311771 | Time: 3154.01 ms
[2022-04-10 16:03:08 main:574] : INFO : Epoch 1667 | loss: 0.0311806 | val_loss: 0.0311766 | Time: 3137.35 ms
[2022-04-10 16:03:11 main:574] : INFO : Epoch 1668 | loss: 0.0311792 | val_loss: 0.0311752 | Time: 3118.84 ms
[2022-04-10 16:03:14 main:574] : INFO : Epoch 1669 | loss: 0.0311784 | val_loss: 0.0311749 | Time: 3138.13 ms
[2022-04-10 16:03:17 main:574] : INFO : Epoch 1670 | loss: 0.0311771 | val_loss: 0.0311744 | Time: 3141.39 ms
[2022-04-10 16:03:20 main:574] : INFO : Epoch 1671 | loss: 0.0311776 | val_loss: 0.0311746 | Time: 3167.81 ms
[2022-04-10 16:03:24 main:574] : INFO : Epoch 1672 | loss: 0.0311788 | val_loss: 0.0311747 | Time: 3165.76 ms
[2022-04-10 16:03:27 main:574] : INFO : Epoch 1673 | loss: 0.0311782 | val_loss: 0.0311735 | Time: 3155.06 ms
[2022-04-10 16:03:30 main:574] : INFO : Epoch 1674 | loss: 0.0311767 | val_loss: 0.0311751 | Time: 3136.33 ms
[2022-04-10 16:03:33 main:574] : INFO : Epoch 1675 | loss: 0.0311788 | val_loss: 0.0311749 | Time: 3161.01 ms
[2022-04-10 16:03:36 main:574] : INFO : Epoch 1676 | loss: 0.0311781 | val_loss: 0.031177 | Time: 3146.24 ms
[2022-04-10 16:03:39 main:574] : INFO : Epoch 1677 | loss: 0.0311779 | val_loss: 0.0311747 | Time: 3137.88 ms
[2022-04-10 16:03:42 main:574] : INFO : Epoch 1678 | loss: 0.031176 | val_loss: 0.0311779 | Time: 3144.65 ms
[2022-04-10 16:03:46 main:574] : INFO : Epoch 1679 | loss: 0.0311767 | val_loss: 0.0311734 | Time: 3158.65 ms
[2022-04-10 16:03:49 main:574] : INFO : Epoch 1680 | loss: 0.0311756 | val_loss: 0.0311747 | Time: 3148 ms
[2022-04-10 16:03:52 main:574] : INFO : Epoch 1681 | loss: 0.0311749 | val_loss: 0.0311742 | Time: 3147.36 ms
[2022-04-10 16:03:55 main:574] : INFO : Epoch 1682 | loss: 0.0311746 | val_loss: 0.0311749 | Time: 3134.98 ms
[2022-04-10 16:03:58 main:574] : INFO : Epoch 1683 | loss: 0.0311733 | val_loss: 0.0311718 | Time: 3156.55 ms
[2022-04-10 16:04:01 main:574] : INFO : Epoch 1684 | loss: 0.0311734 | val_loss: 0.0311732 | Time: 3130.28 ms
[2022-04-10 16:04:05 main:574] : INFO : Epoch 1685 | loss: 0.0311731 | val_loss: 0.0311724 | Time: 3154.21 ms
[2022-04-10 16:04:08 main:574] : INFO : Epoch 1686 | loss: 0.0311727 | val_loss: 0.031172 | Time: 3148.89 ms
[2022-04-10 16:04:11 main:574] : INFO : Epoch 1687 | loss: 0.0311727 | val_loss: 0.031172 | Time: 3158.97 ms
[2022-04-10 16:04:14 main:574] : INFO : Epoch 1688 | loss: 0.0311721 | val_loss: 0.0311721 | Time: 3117.54 ms
[2022-04-10 16:04:17 main:574] : INFO : Epoch 1689 | loss: 0.0311709 | val_loss: 0.0311739 | Time: 3140.46 ms
[2022-04-10 16:04:20 main:574] : INFO : Epoch 1690 | loss: 0.0311725 | val_loss: 0.0311738 | Time: 3153.29 ms
[2022-04-10 16:04:23 main:574] : INFO : Epoch 1691 | loss: 0.0311718 | val_loss: 0.0311734 | Time: 3150.11 ms
[2022-04-10 16:04:27 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311718 | Time: 3147.81 ms
[2022-04-10 16:04:30 main:574] : INFO : Epoch 1693 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 3147.74 ms
[2022-04-10 16:04:33 main:574] : INFO : Epoch 1694 | loss: 0.0311709 | val_loss: 0.031172 | Time: 3153.42 ms
[2022-04-10 16:04:36 main:574] : INFO : Epoch 1695 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 3139.15 ms
[2022-04-10 16:04:39 main:574] : INFO : Epoch 1696 | loss: 0.0311724 | val_loss: 0.031172 | Time: 3142.35 ms
[2022-04-10 16:04:42 main:574] : INFO : Epoch 1697 | loss: 0.0311712 | val_loss: 0.031174 | Time: 3149.24 ms
[2022-04-10 16:04:46 main:574] : INFO : Epoch 1698 | loss: 0.0311708 | val_loss: 0.0311735 | Time: 3166.44 ms
[2022-04-10 16:04:49 main:574] : INFO : Epoch 1699 | loss: 0.0311703 | val_loss: 0.0311738 | Time: 3147.31 ms
[2022-04-10 16:04:52 main:574] : INFO : Epoch 1700 | loss: 0.0311706 | val_loss: 0.0311743 | Time: 3148.31 ms
[2022-04-10 16:04:55 main:574] : INFO : Epoch 1701 | loss: 0.0311727 | val_loss: 0.0311734 | Time: 3138.16 ms
[2022-04-10 16:04:58 main:574] : INFO : Epoch 1702 | loss: 0.0311717 | val_loss: 0.0311751 | Time: 3142.99 ms
[2022-04-10 16:05:01 main:574] : INFO : Epoch 1703 | loss: 0.031172 | val_loss: 0.0311744 | Time: 3164.68 ms
[2022-04-10 16:05:04 main:574] : INFO : Epoch 1704 | loss: 0.0311723 | val_loss: 0.0311747 | Time: 3155.91 ms
[2022-04-10 16:05:08 main:574] : INFO : Epoch 1705 | loss: 0.0311731 | val_loss: 0.0311747 | Time: 3154.06 ms
[2022-04-10 16:05:11 main:574] : INFO : Epoch 1706 | loss: 0.0311726 | val_loss: 0.0311749 | Time: 3135.47 ms
[2022-04-10 16:05:14 main:574] : INFO : Epoch 1707 | loss: 0.0311708 | val_loss: 0.0311737 | Time: 3148.63 ms
[2022-04-10 16:05:17 main:574] : INFO : Epoch 1708 | loss: 0.0311724 | val_loss: 0.0311744 | Time: 3141.73 ms
[2022-04-10 16:05:20 main:574] : INFO : Epoch 1709 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 3137.08 ms
[2022-04-10 16:05:23 main:574] : INFO : Epoch 1710 | loss: 0.0311732 | val_loss: 0.0311736 | Time: 3147.17 ms
[2022-04-10 16:05:27 main:574] : INFO : Epoch 1711 | loss: 0.0311712 | val_loss: 0.031173 | Time: 3158.85 ms
[2022-04-10 16:05:30 main:574] : INFO : Epoch 1712 | loss: 0.0311707 | val_loss: 0.0311733 | Time: 3149.57 ms
[2022-04-10 16:05:33 main:574] : INFO : Epoch 1713 | loss: 0.031171 | val_loss: 0.0311728 | Time: 3156 ms
[2022-04-10 16:05:36 main:574] : INFO : Epoch 1714 | loss: 0.0311702 | val_loss: 0.0311735 | Time: 3153.31 ms
[2022-04-10 16:05:39 main:574] : INFO : Epoch 1715 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 3151.06 ms
[2022-04-10 16:05:42 main:574] : INFO : Epoch 1716 | loss: 0.03117 | val_loss: 0.0311761 | Time: 3116.09 ms
[2022-04-10 16:05:45 main:574] : INFO : Epoch 1717 | loss: 0.0311712 | val_loss: 0.0311732 | Time: 3133.25 ms
[2022-04-10 16:05:49 main:574] : INFO : Epoch 1718 | loss: 0.0311703 | val_loss: 0.0311748 | Time: 3146.72 ms
[2022-04-10 16:05:52 main:574] : INFO : Epoch 1719 | loss: 0.0311706 | val_loss: 0.0311723 | Time: 3150.2 ms
[2022-04-10 16:05:55 main:574] : INFO : Epoch 1720 | loss: 0.0311695 | val_loss: 0.0311778 | Time: 3137.08 ms
[2022-04-10 16:05:58 main:574] : INFO : Epoch 1721 | loss: 0.0311696 | val_loss: 0.0311736 | Time: 3151.66 ms
[2022-04-10 16:06:01 main:574] : INFO : Epoch 1722 | loss: 0.0311697 | val_loss: 0.0311765 | Time: 3150.02 ms
[2022-04-10 16:06:04 main:574] : INFO : Epoch 1723 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 3153.11 ms
[2022-04-10 16:06:07 main:574] : INFO : Epoch 1724 | loss: 0.0311704 | val_loss: 0.0311734 | Time: 3137.46 ms
[2022-04-10 16:06:11 main:574] : INFO : Epoch 1725 | loss: 0.0311693 | val_loss: 0.031173 | Time: 3148.4 ms
[2022-04-10 16:06:14 main:574] : INFO : Epoch 1726 | loss: 0.0311704 | val_loss: 0.0311744 | Time: 3167.06 ms
[2022-04-10 16:06:17 main:574] : INFO : Epoch 1727 | loss: 0.0311706 | val_loss: 0.031171 | Time: 3159.89 ms
[2022-04-10 16:06:20 main:574] : INFO : Epoch 1728 | loss: 0.0311709 | val_loss: 0.0311741 | Time: 3145.2 ms
[2022-04-10 16:06:23 main:574] : INFO : Epoch 1729 | loss: 0.0311696 | val_loss: 0.0311727 | Time: 3144.94 ms
[2022-04-10 16:06:26 main:574] : INFO : Epoch 1730 | loss: 0.0311694 | val_loss: 0.0311711 | Time: 3147.11 ms
[2022-04-10 16:06:30 main:574] : INFO : Epoch 1731 | loss: 0.0311686 | val_loss: 0.031172 | Time: 3150.95 ms
[2022-04-10 16:06:33 main:574] : INFO : Epoch 1732 | loss: 0.0311705 | val_loss: 0.0311805 | Time: 3147.76 ms
[2022-04-10 16:06:36 main:574] : INFO : Epoch 1733 | loss: 0.0311703 | val_loss: 0.0311743 | Time: 3148.21 ms
[2022-04-10 16:06:39 main:574] : INFO : Epoch 1734 | loss: 0.0311689 | val_loss: 0.0311723 | Time: 3154.14 ms
[2022-04-10 16:06:42 main:574] : INFO : Epoch 1735 | loss: 0.0311683 | val_loss: 0.0311749 | Time: 3164.01 ms
[2022-04-10 16:06:45 main:574] : INFO : Epoch 1736 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 3139.87 ms
[2022-04-10 16:06:49 main:574] : INFO : Epoch 1737 | loss: 0.031167 | val_loss: 0.0311729 | Time: 3153.3 ms
[2022-04-10 16:06:52 main:574] : INFO : Epoch 1738 | loss: 0.031168 | val_loss: 0.0311736 | Time: 3153.34 ms
[2022-04-10 16:06:55 main:574] : INFO : Epoch 1739 | loss: 0.0311671 | val_loss: 0.0311741 | Time: 3150.26 ms
[2022-04-10 16:06:58 main:574] : INFO : Epoch 1740 | loss: 0.0311692 | val_loss: 0.0311771 | Time: 3153.51 ms
[2022-04-10 16:07:01 main:574] : INFO : Epoch 1741 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 3165.39 ms
[2022-04-10 16:07:04 main:574] : INFO : Epoch 1742 | loss: 0.0311722 | val_loss: 0.0311731 | Time: 3141.48 ms
[2022-04-10 16:07:08 main:574] : INFO : Epoch 1743 | loss: 0.0311716 | val_loss: 0.0311735 | Time: 3154.63 ms
[2022-04-10 16:07:11 main:574] : INFO : Epoch 1744 | loss: 0.0311705 | val_loss: 0.0311734 | Time: 3146.31 ms
[2022-04-10 16:07:14 main:574] : INFO : Epoch 1745 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 3147.07 ms
[2022-04-10 16:07:17 main:574] : INFO : Epoch 1746 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 3146.24 ms
[2022-04-10 16:07:20 main:574] : INFO : Epoch 1747 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 3136.24 ms
[2022-04-10 16:07:23 main:574] : INFO : Epoch 1748 | loss: 0.031168 | val_loss: 0.031172 | Time: 3145.27 ms
[2022-04-10 16:07:26 main:574] : INFO : Epoch 1749 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 3154.22 ms
[2022-04-10 16:07:30 main:574] : INFO : Epoch 1750 | loss: 0.031168 | val_loss: 0.0311736 | Time: 3149.11 ms
[2022-04-10 16:07:33 main:574] : INFO : Epoch 1751 | loss: 0.0311682 | val_loss: 0.0311728 | Time: 3141.94 ms
[2022-04-10 16:07:36 main:574] : INFO : Epoch 1752 | loss: 0.0311699 | val_loss: 0.0311789 | Time: 3133.9 ms
[2022-04-10 16:07:39 main:574] : INFO : Epoch 1753 | loss: 0.0311673 | val_loss: 0.031172 | Time: 3132.85 ms
[2022-04-10 16:07:42 main:574] : INFO : Epoch 1754 | loss: 0.031167 | val_loss: 0.0311752 | Time: 3171.18 ms
[2022-04-10 16:07:45 main:574] : INFO : Epoch 1755 | loss: 0.0311694 | val_loss: 0.0311764 | Time: 3141.74 ms
[2022-04-10 16:07:48 main:574] : INFO : Epoch 1756 | loss: 0.0311703 | val_loss: 0.0311739 | Time: 3147 ms
[2022-04-10 16:07:52 main:574] : INFO : Epoch 1757 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 3144.49 ms
[2022-04-10 16:07:55 main:574] : INFO : Epoch 1758 | loss: 0.0311677 | val_loss: 0.0311717 | Time: 3166.78 ms
[2022-04-10 16:07:58 main:574] : INFO : Epoch 1759 | loss: 0.0311678 | val_loss: 0.0311716 | Time: 3156.22 ms
[2022-04-10 16:08:01 main:574] : INFO : Epoch 1760 | loss: 0.0311675 | val_loss: 0.0311727 | Time: 3147.34 ms
[2022-04-10 16:08:04 main:574] : INFO : Epoch 1761 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 3153.39 ms
[2022-04-10 16:08:07 main:574] : INFO : Epoch 1762 | loss: 0.0311678 | val_loss: 0.0311773 | Time: 3143.54 ms
[2022-04-10 16:08:11 main:574] : INFO : Epoch 1763 | loss: 0.0311718 | val_loss: 0.0311834 | Time: 3167.53 ms
[2022-04-10 16:08:14 main:574] : INFO : Epoch 1764 | loss: 0.0311684 | val_loss: 0.0311721 | Time: 3140.33 ms
[2022-04-10 16:08:17 main:574] : INFO : Epoch 1765 | loss: 0.0311656 | val_loss: 0.0311737 | Time: 3150.17 ms
[2022-04-10 16:08:20 main:574] : INFO : Epoch 1766 | loss: 0.031166 | val_loss: 0.0311721 | Time: 3126.53 ms
[2022-04-10 16:08:23 main:574] : INFO : Epoch 1767 | loss: 0.031168 | val_loss: 0.0311725 | Time: 3137.06 ms
[2022-04-10 16:08:26 main:574] : INFO : Epoch 1768 | loss: 0.0311709 | val_loss: 0.0311733 | Time: 3165.55 ms
[2022-04-10 16:08:30 main:574] : INFO : Epoch 1769 | loss: 0.0311693 | val_loss: 0.031172 | Time: 3172.78 ms
[2022-04-10 16:08:33 main:574] : INFO : Epoch 1770 | loss: 0.031169 | val_loss: 0.0311719 | Time: 3127.78 ms
[2022-04-10 16:08:36 main:574] : INFO : Epoch 1771 | loss: 0.0311676 | val_loss: 0.0311725 | Time: 3158.43 ms
[2022-04-10 16:08:39 main:574] : INFO : Epoch 1772 | loss: 0.0311673 | val_loss: 0.0311774 | Time: 3158.37 ms
[2022-04-10 16:08:42 main:574] : INFO : Epoch 1773 | loss: 0.0311685 | val_loss: 0.031172 | Time: 3175.37 ms
[2022-04-10 16:08:45 main:574] : INFO : Epoch 1774 | loss: 0.0311669 | val_loss: 0.031173 | Time: 3147.38 ms
[2022-04-10 16:08:48 main:574] : INFO : Epoch 1775 | loss: 0.0311674 | val_loss: 0.031175 | Time: 3143.67 ms
[2022-04-10 16:08:52 main:574] : INFO : Epoch 1776 | loss: 0.0311664 | val_loss: 0.0311723 | Time: 3146.59 ms
[2022-04-10 16:08:55 main:574] : INFO : Epoch 1777 | loss: 0.0311648 | val_loss: 0.0311722 | Time: 3171.25 ms
[2022-04-10 16:08:58 main:574] : INFO : Epoch 1778 | loss: 0.0311665 | val_loss: 0.0311723 | Time: 3131.37 ms
[2022-04-10 16:09:01 main:574] : INFO : Epoch 1779 | loss: 0.0311672 | val_loss: 0.0311722 | Time: 3145.34 ms
[2022-04-10 16:09:04 main:574] : INFO : Epoch 1780 | loss: 0.0311655 | val_loss: 0.0311729 | Time: 3159.87 ms
[2022-04-10 16:09:07 main:574] : INFO : Epoch 1781 | loss: 0.0311645 | val_loss: 0.0311721 | Time: 3165.92 ms
[2022-04-10 16:09:11 main:574] : INFO : Epoch 1782 | loss: 0.0311655 | val_loss: 0.0311753 | Time: 3150.2 ms
[2022-04-10 16:09:14 main:574] : INFO : Epoch 1783 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 3140.39 ms
[2022-04-10 16:09:17 main:574] : INFO : Epoch 1784 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 3143.23 ms
[2022-04-10 16:09:20 main:574] : INFO : Epoch 1785 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 3145.3 ms
[2022-04-10 16:09:23 main:574] : INFO : Epoch 1786 | loss: 0.0311664 | val_loss: 0.0311746 | Time: 3150.63 ms
[2022-04-10 16:09:26 main:574] : INFO : Epoch 1787 | loss: 0.0311663 | val_loss: 0.0311737 | Time: 3161.6 ms
[2022-04-10 16:09:30 main:574] : INFO : Epoch 1788 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 3153.5 ms
[2022-04-10 16:09:33 main:574] : INFO : Epoch 1789 | loss: 0.0311679 | val_loss: 0.0311731 | Time: 3156.62 ms
[2022-04-10 16:09:36 main:574] : INFO : Epoch 1790 | loss: 0.0311668 | val_loss: 0.03117 | Time: 3141.36 ms
[2022-04-10 16:09:39 main:574] : INFO : Epoch 1791 | loss: 0.0311656 | val_loss: 0.0311708 | Time: 3173.13 ms
[2022-04-10 16:09:42 main:574] : INFO : Epoch 1792 | loss: 0.0311652 | val_loss: 0.0311717 | Time: 3149.42 ms
[2022-04-10 16:09:45 main:574] : INFO : Epoch 1793 | loss: 0.0311643 | val_loss: 0.0311734 | Time: 3143.79 ms
[2022-04-10 16:09:48 main:574] : INFO : Epoch 1794 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 3136.24 ms
[2022-04-10 16:09:52 main:574] : INFO : Epoch 1795 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 3160.6 ms
[2022-04-10 16:09:55 main:574] : INFO : Epoch 1796 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 3176.92 ms
[2022-04-10 16:09:58 main:574] : INFO : Epoch 1797 | loss: 0.0311657 | val_loss: 0.031171 | Time: 3153.19 ms
[2022-04-10 16:10:01 main:574] : INFO : Epoch 1798 | loss: 0.0311653 | val_loss: 0.03118 | Time: 3131.3 ms
[2022-04-10 16:10:04 main:574] : INFO : Epoch 1799 | loss: 0.0311666 | val_loss: 0.0311818 | Time: 3142.55 ms
[2022-04-10 16:10:07 main:574] : INFO : Epoch 1800 | loss: 0.0311683 | val_loss: 0.0311816 | Time: 3155.43 ms
[2022-04-10 16:10:11 main:574] : INFO : Epoch 1801 | loss: 0.0311672 | val_loss: 0.031175 | Time: 3145.62 ms
[2022-04-10 16:10:14 main:574] : INFO : Epoch 1802 | loss: 0.0311654 | val_loss: 0.0311743 | Time: 3132.03 ms
[2022-04-10 16:10:17 main:574] : INFO : Epoch 1803 | loss: 0.0311655 | val_loss: 0.0311735 | Time: 3147.16 ms
[2022-04-10 16:10:20 main:574] : INFO : Epoch 1804 | loss: 0.0311649 | val_loss: 0.0311731 | Time: 3177.69 ms
[2022-04-10 16:10:23 main:574] : INFO : Epoch 1805 | loss: 0.0311641 | val_loss: 0.0311747 | Time: 3169.03 ms
[2022-04-10 16:10:26 main:574] : INFO : Epoch 1806 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 3122.63 ms
[2022-04-10 16:10:30 main:574] : INFO : Epoch 1807 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 3140.12 ms
[2022-04-10 16:10:33 main:574] : INFO : Epoch 1808 | loss: 0.0311649 | val_loss: 0.031171 | Time: 3156.7 ms
[2022-04-10 16:10:36 main:574] : INFO : Epoch 1809 | loss: 0.0311641 | val_loss: 0.0311713 | Time: 3160.54 ms
[2022-04-10 16:10:39 main:574] : INFO : Epoch 1810 | loss: 0.0311662 | val_loss: 0.0311718 | Time: 3140.94 ms
[2022-04-10 16:10:42 main:574] : INFO : Epoch 1811 | loss: 0.0311656 | val_loss: 0.0311712 | Time: 3142.89 ms
[2022-04-10 16:10:45 main:574] : INFO : Epoch 1812 | loss: 0.0311637 | val_loss: 0.031171 | Time: 3153.25 ms
[2022-04-10 16:10:48 main:574] : INFO : Epoch 1813 | loss: 0.0311654 | val_loss: 0.0311716 | Time: 3153.19 ms
[2022-04-10 16:10:52 main:574] : INFO : Epoch 1814 | loss: 0.0311648 | val_loss: 0.0311703 | Time: 3155.77 ms
[2022-04-10 16:10:55 main:574] : INFO : Epoch 1815 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 3144.62 ms
[2022-04-10 16:10:58 main:574] : INFO : Epoch 1816 | loss: 0.0311653 | val_loss: 0.0311737 | Time: 3130.09 ms
[2022-04-10 16:11:01 main:574] : INFO : Epoch 1817 | loss: 0.0311655 | val_loss: 0.031173 | Time: 3139.75 ms
[2022-04-10 16:11:04 main:574] : INFO : Epoch 1818 | loss: 0.031164 | val_loss: 0.0311705 | Time: 3157.68 ms
[2022-04-10 16:11:07 main:574] : INFO : Epoch 1819 | loss: 0.0311635 | val_loss: 0.0311708 | Time: 3174.86 ms
[2022-04-10 16:11:11 main:574] : INFO : Epoch 1820 | loss: 0.0311661 | val_loss: 0.0311852 | Time: 3142.64 ms
[2022-04-10 16:11:14 main:574] : INFO : Epoch 1821 | loss: 0.0311684 | val_loss: 0.0311726 | Time: 3123.45 ms
[2022-04-10 16:11:17 main:574] : INFO : Epoch 1822 | loss: 0.0311652 | val_loss: 0.0311696 | Time: 3140.39 ms
[2022-04-10 16:11:20 main:574] : INFO : Epoch 1823 | loss: 0.031167 | val_loss: 0.0311709 | Time: 3160.67 ms
[2022-04-10 16:11:23 main:574] : INFO : Epoch 1824 | loss: 0.031166 | val_loss: 0.031171 | Time: 3148.73 ms
[2022-04-10 16:11:26 main:574] : INFO : Epoch 1825 | loss: 0.0311649 | val_loss: 0.0311716 | Time: 3151.4 ms
[2022-04-10 16:11:29 main:574] : INFO : Epoch 1826 | loss: 0.0311649 | val_loss: 0.0311702 | Time: 3129.79 ms
[2022-04-10 16:11:33 main:574] : INFO : Epoch 1827 | loss: 0.031164 | val_loss: 0.0311709 | Time: 3162.84 ms
[2022-04-10 16:11:36 main:574] : INFO : Epoch 1828 | loss: 0.0311662 | val_loss: 0.0311709 | Time: 3170.57 ms
[2022-04-10 16:11:39 main:574] : INFO : Epoch 1829 | loss: 0.031165 | val_loss: 0.0311698 | Time: 3138.63 ms
[2022-04-10 16:11:42 main:574] : INFO : Epoch 1830 | loss: 0.031165 | val_loss: 0.0311741 | Time: 3130.26 ms
[2022-04-10 16:11:45 main:574] : INFO : Epoch 1831 | loss: 0.031166 | val_loss: 0.0311734 | Time: 3142.64 ms
[2022-04-10 16:11:48 main:574] : INFO : Epoch 1832 | loss: 0.0311659 | val_loss: 0.0311728 | Time: 3174.4 ms
[2022-04-10 16:11:52 main:574] : INFO : Epoch 1833 | loss: 0.0311658 | val_loss: 0.0311725 | Time: 3150.53 ms
[2022-04-10 16:11:55 main:574] : INFO : Epoch 1834 | loss: 0.0311664 | val_loss: 0.0311738 | Time: 3132.67 ms
[2022-04-10 16:11:58 main:574] : INFO : Epoch 1835 | loss: 0.0311656 | val_loss: 0.0311731 | Time: 3143.29 ms
[2022-04-10 16:12:01 main:574] : INFO : Epoch 1836 | loss: 0.0311669 | val_loss: 0.0311715 | Time: 3173.6 ms
[2022-04-10 16:12:04 main:574] : INFO : Epoch 1837 | loss: 0.0311648 | val_loss: 0.0311724 | Time: 3153.65 ms
[2022-04-10 16:12:07 main:574] : INFO : Epoch 1838 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 3138.07 ms
[2022-04-10 16:12:11 main:574] : INFO : Epoch 1839 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 3149.15 ms
[2022-04-10 16:12:14 main:574] : INFO : Epoch 1840 | loss: 0.0311646 | val_loss: 0.0311703 | Time: 3156.4 ms
[2022-04-10 16:12:17 main:574] : INFO : Epoch 1841 | loss: 0.0311634 | val_loss: 0.0311725 | Time: 3152.17 ms
[2022-04-10 16:12:20 main:574] : INFO : Epoch 1842 | loss: 0.0311685 | val_loss: 0.0311709 | Time: 3140.54 ms
[2022-04-10 16:12:23 main:574] : INFO : Epoch 1843 | loss: 0.031165 | val_loss: 0.03117 | Time: 3152.06 ms
[2022-04-10 16:12:26 main:574] : INFO : Epoch 1844 | loss: 0.0311652 | val_loss: 0.0311707 | Time: 3157.77 ms
[2022-04-10 16:12:29 main:574] : INFO : Epoch 1845 | loss: 0.0311644 | val_loss: 0.0311708 | Time: 3155.69 ms
[2022-04-10 16:12:33 main:574] : INFO : Epoch 1846 | loss: 0.0311652 | val_loss: 0.0311698 | Time: 3178.32 ms
[2022-04-10 16:12:36 main:574] : INFO : Epoch 1847 | loss: 0.031164 | val_loss: 0.0311694 | Time: 3165.61 ms
[2022-04-10 16:12:39 main:574] : INFO : Epoch 1848 | loss: 0.031163 | val_loss: 0.0311674 | Time: 3141.73 ms
[2022-04-10 16:12:42 main:574] : INFO : Epoch 1849 | loss: 0.0311633 | val_loss: 0.0311712 | Time: 3128.47 ms
[2022-04-10 16:12:45 main:574] : INFO : Epoch 1850 | loss: 0.0311638 | val_loss: 0.0311684 | Time: 3147.79 ms
[2022-04-10 16:12:48 main:574] : INFO : Epoch 1851 | loss: 0.0311656 | val_loss: 0.0311727 | Time: 3170.83 ms
[2022-04-10 16:12:52 main:574] : INFO : Epoch 1852 | loss: 0.0311661 | val_loss: 0.0311717 | Time: 3143.69 ms
[2022-04-10 16:12:55 main:574] : INFO : Epoch 1853 | loss: 0.0311628 | val_loss: 0.0311699 | Time: 3144.55 ms
[2022-04-10 16:12:58 main:574] : INFO : Epoch 1854 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 3147.21 ms
[2022-04-10 16:13:01 main:574] : INFO : Epoch 1855 | loss: 0.0311654 | val_loss: 0.0311741 | Time: 3155 ms
[2022-04-10 16:13:04 main:574] : INFO : Epoch 1856 | loss: 0.0311657 | val_loss: 0.0311696 | Time: 3146.41 ms
[2022-04-10 16:13:07 main:574] : INFO : Epoch 1857 | loss: 0.0311636 | val_loss: 0.0311705 | Time: 3131.82 ms
[2022-04-10 16:13:10 main:574] : INFO : Epoch 1858 | loss: 0.0311694 | val_loss: 0.0311706 | Time: 3141.9 ms
[2022-04-10 16:13:14 main:574] : INFO : Epoch 1859 | loss: 0.031167 | val_loss: 0.0311721 | Time: 3159.77 ms
[2022-04-10 16:13:17 main:574] : INFO : Epoch 1860 | loss: 0.0311674 | val_loss: 0.0311689 | Time: 3146.51 ms
[2022-04-10 16:13:20 main:574] : INFO : Epoch 1861 | loss: 0.0311652 | val_loss: 0.0311686 | Time: 3135.21 ms
[2022-04-10 16:13:23 main:574] : INFO : Epoch 1862 | loss: 0.0311644 | val_loss: 0.0311688 | Time: 3135 ms
[2022-04-10 16:13:26 main:574] : INFO : Epoch 1863 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 3144.66 ms
[2022-04-10 16:13:29 main:574] : INFO : Epoch 1864 | loss: 0.031163 | val_loss: 0.0311702 | Time: 3142.18 ms
[2022-04-10 16:13:33 main:574] : INFO : Epoch 1865 | loss: 0.0311624 | val_loss: 0.0311702 | Time: 3132.43 ms
[2022-04-10 16:13:36 main:574] : INFO : Epoch 1866 | loss: 0.0311623 | val_loss: 0.0311683 | Time: 3154.52 ms
[2022-04-10 16:13:39 main:574] : INFO : Epoch 1867 | loss: 0.0311629 | val_loss: 0.0311715 | Time: 3158.24 ms
[2022-04-10 16:13:42 main:574] : INFO : Epoch 1868 | loss: 0.031162 | val_loss: 0.0311691 | Time: 3145.03 ms
[2022-04-10 16:13:45 main:574] : INFO : Epoch 1869 | loss: 0.0311631 | val_loss: 0.0311697 | Time: 3157.78 ms
[2022-04-10 16:13:48 main:574] : INFO : Epoch 1870 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 3135.14 ms
[2022-04-10 16:13:51 main:574] : INFO : Epoch 1871 | loss: 0.0311615 | val_loss: 0.0311686 | Time: 3126.27 ms
[2022-04-10 16:13:55 main:574] : INFO : Epoch 1872 | loss: 0.0311613 | val_loss: 0.0311716 | Time: 3125.57 ms
[2022-04-10 16:13:58 main:574] : INFO : Epoch 1873 | loss: 0.0311618 | val_loss: 0.0311675 | Time: 3150.36 ms
[2022-04-10 16:14:01 main:574] : INFO : Epoch 1874 | loss: 0.0311611 | val_loss: 0.0311701 | Time: 3179.1 ms
[2022-04-10 16:14:04 main:574] : INFO : Epoch 1875 | loss: 0.0311613 | val_loss: 0.031169 | Time: 3149.46 ms
[2022-04-10 16:14:07 main:574] : INFO : Epoch 1876 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 3122.07 ms
[2022-04-10 16:14:10 main:574] : INFO : Epoch 1877 | loss: 0.0311642 | val_loss: 0.0311685 | Time: 3128.84 ms
[2022-04-10 16:14:13 main:574] : INFO : Epoch 1878 | loss: 0.0311604 | val_loss: 0.0311703 | Time: 3157.11 ms
[2022-04-10 16:14:17 main:574] : INFO : Epoch 1879 | loss: 0.0311623 | val_loss: 0.0311702 | Time: 3154.91 ms
[2022-04-10 16:14:20 main:574] : INFO : Epoch 1880 | loss: 0.0311614 | val_loss: 0.0311704 | Time: 3124.02 ms
[2022-04-10 16:14:23 main:574] : INFO : Epoch 1881 | loss: 0.0311605 | val_loss: 0.0311703 | Time: 3128.98 ms
[2022-04-10 16:14:26 main:574] : INFO : Epoch 1882 | loss: 0.0311612 | val_loss: 0.03117 | Time: 3166.59 ms
[2022-04-10 16:14:29 main:574] : INFO : Epoch 1883 | loss: 0.0311651 | val_loss: 0.0311698 | Time: 3162.57 ms
[2022-04-10 16:14:32 main:574] : INFO : Epoch 1884 | loss: 0.0311627 | val_loss: 0.0311697 | Time: 3130.73 ms
[2022-04-10 16:14:36 main:574] : INFO : Epoch 1885 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 3137.26 ms
[2022-04-10 16:14:39 main:574] : INFO : Epoch 1886 | loss: 0.0311612 | val_loss: 0.031169 | Time: 3131.02 ms
[2022-04-10 16:14:42 main:574] : INFO : Epoch 1887 | loss: 0.0311588 | val_loss: 0.0311681 | Time: 3164.34 ms
[2022-04-10 16:14:45 main:574] : INFO : Epoch 1888 | loss: 0.0311588 | val_loss: 0.0311704 | Time: 3131.51 ms
[2022-04-10 16:14:48 main:574] : INFO : Epoch 1889 | loss: 0.0311584 | val_loss: 0.0311694 | Time: 3134.26 ms
[2022-04-10 16:14:51 main:574] : INFO : Epoch 1890 | loss: 0.0311595 | val_loss: 0.0311691 | Time: 3153.23 ms
[2022-04-10 16:14:54 main:574] : INFO : Epoch 1891 | loss: 0.0311605 | val_loss: 0.0311685 | Time: 3178.66 ms
[2022-04-10 16:14:58 main:574] : INFO : Epoch 1892 | loss: 0.031162 | val_loss: 0.031171 | Time: 3147.13 ms
[2022-04-10 16:15:01 main:574] : INFO : Epoch 1893 | loss: 0.0311615 | val_loss: 0.0311685 | Time: 3149.04 ms
[2022-04-10 16:15:04 main:574] : INFO : Epoch 1894 | loss: 0.0311609 | val_loss: 0.0311689 | Time: 3132.85 ms
[2022-04-10 16:15:07 main:574] : INFO : Epoch 1895 | loss: 0.0311598 | val_loss: 0.0311668 | Time: 3158.45 ms
[2022-04-10 16:15:10 main:574] : INFO : Epoch 1896 | loss: 0.0311604 | val_loss: 0.0311692 | Time: 3153.94 ms
[2022-04-10 16:15:13 main:574] : INFO : Epoch 1897 | loss: 0.031161 | val_loss: 0.031169 | Time: 3144.79 ms
[2022-04-10 16:15:17 main:574] : INFO : Epoch 1898 | loss: 0.0311611 | val_loss: 0.0311692 | Time: 3154.38 ms
[2022-04-10 16:15:20 main:574] : INFO : Epoch 1899 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 3156.94 ms
[2022-04-10 16:15:23 main:574] : INFO : Epoch 1900 | loss: 0.0311613 | val_loss: 0.0311689 | Time: 3143.58 ms
[2022-04-10 16:15:26 main:574] : INFO : Epoch 1901 | loss: 0.0311619 | val_loss: 0.0311703 | Time: 3151.69 ms
[2022-04-10 16:15:29 main:574] : INFO : Epoch 1902 | loss: 0.0311612 | val_loss: 0.0311676 | Time: 3164.12 ms
[2022-04-10 16:15:32 main:574] : INFO : Epoch 1903 | loss: 0.0311607 | val_loss: 0.0311699 | Time: 3154.13 ms
[2022-04-10 16:15:35 main:574] : INFO : Epoch 1904 | loss: 0.0311593 | val_loss: 0.0311691 | Time: 3134.67 ms
[2022-04-10 16:15:39 main:574] : INFO : Epoch 1905 | loss: 0.0311598 | val_loss: 0.0311716 | Time: 3169.2 ms
[2022-04-10 16:15:42 main:574] : INFO : Epoch 1906 | loss: 0.0311606 | val_loss: 0.0311681 | Time: 3156.86 ms
[2022-04-10 16:15:45 main:574] : INFO : Epoch 1907 | loss: 0.0311632 | val_loss: 0.0311725 | Time: 3154.7 ms
[2022-04-10 16:15:48 main:574] : INFO : Epoch 1908 | loss: 0.0311656 | val_loss: 0.03117 | Time: 3133.16 ms
[2022-04-10 16:15:51 main:574] : INFO : Epoch 1909 | loss: 0.0311602 | val_loss: 0.0311675 | Time: 3162.65 ms
[2022-04-10 16:15:54 main:574] : INFO : Epoch 1910 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 3161.15 ms
[2022-04-10 16:15:58 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311697 | Time: 3157.12 ms
[2022-04-10 16:16:01 main:574] : INFO : Epoch 1912 | loss: 0.0311608 | val_loss: 0.0311728 | Time: 3142.59 ms
[2022-04-10 16:16:04 main:574] : INFO : Epoch 1913 | loss: 0.0311614 | val_loss: 0.031169 | Time: 3156.7 ms
[2022-04-10 16:16:07 main:574] : INFO : Epoch 1914 | loss: 0.0311587 | val_loss: 0.0311681 | Time: 3201.91 ms
[2022-04-10 16:16:10 main:574] : INFO : Epoch 1915 | loss: 0.0311588 | val_loss: 0.031169 | Time: 3147.29 ms
[2022-04-10 16:16:13 main:574] : INFO : Epoch 1916 | loss: 0.0311594 | val_loss: 0.0311744 | Time: 3132.27 ms
[2022-04-10 16:16:17 main:574] : INFO : Epoch 1917 | loss: 0.0311599 | val_loss: 0.0311682 | Time: 3161.61 ms
[2022-04-10 16:16:20 main:574] : INFO : Epoch 1918 | loss: 0.0311571 | val_loss: 0.0311684 | Time: 3165.65 ms
[2022-04-10 16:16:23 main:574] : INFO : Epoch 1919 | loss: 0.0311587 | val_loss: 0.0311694 | Time: 3163.54 ms
[2022-04-10 16:16:26 main:574] : INFO : Epoch 1920 | loss: 0.0311587 | val_loss: 0.0311734 | Time: 3140.04 ms
[2022-04-10 16:16:29 main:574] : INFO : Epoch 1921 | loss: 0.0311588 | val_loss: 0.0311691 | Time: 3157.42 ms
[2022-04-10 16:16:32 main:574] : INFO : Epoch 1922 | loss: 0.0311565 | val_loss: 0.0311711 | Time: 3169.23 ms
[2022-04-10 16:16:36 main:574] : INFO : Epoch 1923 | loss: 0.0311613 | val_loss: 0.0311698 | Time: 3156.45 ms
[2022-04-10 16:16:39 main:574] : INFO : Epoch 1924 | loss: 0.0311591 | val_loss: 0.031168 | Time: 3134.61 ms
[2022-04-10 16:16:42 main:574] : INFO : Epoch 1925 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 3162.74 ms
[2022-04-10 16:16:45 main:574] : INFO : Epoch 1926 | loss: 0.0311576 | val_loss: 0.0311684 | Time: 3169.18 ms
[2022-04-10 16:16:48 main:574] : INFO : Epoch 1927 | loss: 0.0311584 | val_loss: 0.0311682 | Time: 3152.75 ms
[2022-04-10 16:16:51 main:574] : INFO : Epoch 1928 | loss: 0.0311616 | val_loss: 0.0311694 | Time: 3148.48 ms
[2022-04-10 16:16:55 main:574] : INFO : Epoch 1929 | loss: 0.0311598 | val_loss: 0.031169 | Time: 3144.13 ms
[2022-04-10 16:16:58 main:574] : INFO : Epoch 1930 | loss: 0.0311578 | val_loss: 0.0311666 | Time: 3135.52 ms
[2022-04-10 16:17:01 main:574] : INFO : Epoch 1931 | loss: 0.0311614 | val_loss: 0.0311682 | Time: 3160.18 ms
[2022-04-10 16:17:04 main:574] : INFO : Epoch 1932 | loss: 0.0311603 | val_loss: 0.0311691 | Time: 3148.16 ms
[2022-04-10 16:17:07 main:574] : INFO : Epoch 1933 | loss: 0.0311637 | val_loss: 0.0311703 | Time: 3157.52 ms
[2022-04-10 16:17:10 main:574] : INFO : Epoch 1934 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 3152.35 ms
[2022-04-10 16:17:13 main:574] : INFO : Epoch 1935 | loss: 0.0311621 | val_loss: 0.0311667 | Time: 3123.36 ms
[2022-04-10 16:17:17 main:574] : INFO : Epoch 1936 | loss: 0.0311628 | val_loss: 0.0311671 | Time: 3154.79 ms
[2022-04-10 16:17:20 main:574] : INFO : Epoch 1937 | loss: 0.0311627 | val_loss: 0.0311681 | Time: 3160.71 ms
[2022-04-10 16:17:23 main:574] : INFO : Epoch 1938 | loss: 0.0311616 | val_loss: 0.0311676 | Time: 3178.64 ms
[2022-04-10 16:17:26 main:574] : INFO : Epoch 1939 | loss: 0.0311613 | val_loss: 0.0311683 | Time: 3138.51 ms
[2022-04-10 16:17:29 main:574] : INFO : Epoch 1940 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 3149.72 ms
[2022-04-10 16:17:32 main:574] : INFO : Epoch 1941 | loss: 0.0311611 | val_loss: 0.0311697 | Time: 3149.93 ms
[2022-04-10 16:17:36 main:574] : INFO : Epoch 1942 | loss: 0.0311628 | val_loss: 0.0311664 | Time: 3133.42 ms
[2022-04-10 16:17:39 main:574] : INFO : Epoch 1943 | loss: 0.0311611 | val_loss: 0.0311666 | Time: 3151.6 ms
[2022-04-10 16:17:42 main:574] : INFO : Epoch 1944 | loss: 0.0311602 | val_loss: 0.0311668 | Time: 3143.26 ms
[2022-04-10 16:17:45 main:574] : INFO : Epoch 1945 | loss: 0.0311597 | val_loss: 0.0311681 | Time: 3178.2 ms
[2022-04-10 16:17:48 main:574] : INFO : Epoch 1946 | loss: 0.0311604 | val_loss: 0.0311655 | Time: 3161.07 ms
[2022-04-10 16:17:51 main:574] : INFO : Epoch 1947 | loss: 0.0311609 | val_loss: 0.0311668 | Time: 3155.46 ms
[2022-04-10 16:17:55 main:574] : INFO : Epoch 1948 | loss: 0.0311627 | val_loss: 0.0311708 | Time: 3156.23 ms
[2022-04-10 16:17:58 main:574] : INFO : Epoch 1949 | loss: 0.031165 | val_loss: 0.0311766 | Time: 3162.24 ms
[2022-04-10 16:18:01 main:574] : INFO : Epoch 1950 | loss: 0.031164 | val_loss: 0.0311737 | Time: 3136.61 ms
[2022-04-10 16:18:04 main:574] : INFO : Epoch 1951 | loss: 0.0311639 | val_loss: 0.031172 | Time: 3139.41 ms
[2022-04-10 16:18:07 main:574] : INFO : Epoch 1952 | loss: 0.0311621 | val_loss: 0.0311677 | Time: 3141.02 ms
[2022-04-10 16:18:10 main:574] : INFO : Epoch 1953 | loss: 0.0311592 | val_loss: 0.0311679 | Time: 3159.87 ms
[2022-04-10 16:18:13 main:574] : INFO : Epoch 1954 | loss: 0.0311593 | val_loss: 0.031167 | Time: 3140.93 ms
[2022-04-10 16:18:17 main:574] : INFO : Epoch 1955 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 3148.91 ms
[2022-04-10 16:18:20 main:574] : INFO : Epoch 1956 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 3163.74 ms
[2022-04-10 16:18:23 main:574] : INFO : Epoch 1957 | loss: 0.0311583 | val_loss: 0.0311668 | Time: 3160.54 ms
[2022-04-10 16:18:26 main:574] : INFO : Epoch 1958 | loss: 0.0311598 | val_loss: 0.0311748 | Time: 3129.93 ms
[2022-04-10 16:18:29 main:574] : INFO : Epoch 1959 | loss: 0.0311584 | val_loss: 0.0311691 | Time: 3133.82 ms
[2022-04-10 16:18:32 main:574] : INFO : Epoch 1960 | loss: 0.0311622 | val_loss: 0.0311644 | Time: 3150.15 ms
[2022-04-10 16:18:36 main:574] : INFO : Epoch 1961 | loss: 0.03116 | val_loss: 0.0311693 | Time: 3145.78 ms
[2022-04-10 16:18:39 main:574] : INFO : Epoch 1962 | loss: 0.0311599 | val_loss: 0.031165 | Time: 3150.81 ms
[2022-04-10 16:18:42 main:574] : INFO : Epoch 1963 | loss: 0.0311587 | val_loss: 0.0311673 | Time: 3140.48 ms
[2022-04-10 16:18:45 main:574] : INFO : Epoch 1964 | loss: 0.0311584 | val_loss: 0.0311641 | Time: 3173.04 ms
[2022-04-10 16:18:48 main:574] : INFO : Epoch 1965 | loss: 0.031158 | val_loss: 0.0311671 | Time: 3176.03 ms
[2022-04-10 16:18:51 main:574] : INFO : Epoch 1966 | loss: 0.0311571 | val_loss: 0.0311665 | Time: 3135.62 ms
[2022-04-10 16:18:55 main:574] : INFO : Epoch 1967 | loss: 0.0311582 | val_loss: 0.0311731 | Time: 3160.31 ms
[2022-04-10 16:18:58 main:574] : INFO : Epoch 1968 | loss: 0.0311586 | val_loss: 0.0311662 | Time: 3163.42 ms
[2022-04-10 16:19:01 main:574] : INFO : Epoch 1969 | loss: 0.0311595 | val_loss: 0.0311689 | Time: 3169.41 ms
[2022-04-10 16:19:04 main:574] : INFO : Epoch 1970 | loss: 0.0311575 | val_loss: 0.0311741 | Time: 3134.39 ms
[2022-04-10 16:19:07 main:574] : INFO : Epoch 1971 | loss: 0.0311597 | val_loss: 0.0311679 | Time: 3141.62 ms
[2022-04-10 16:19:10 main:574] : INFO : Epoch 1972 | loss: 0.0311598 | val_loss: 0.0311687 | Time: 3133.49 ms
[2022-04-10 16:19:13 main:574] : INFO : Epoch 1973 | loss: 0.0311617 | val_loss: 0.0311691 | Time: 3159.43 ms
[2022-04-10 16:19:17 main:574] : INFO : Epoch 1974 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 3141.89 ms
[2022-04-10 16:19:20 main:574] : INFO : Epoch 1975 | loss: 0.031164 | val_loss: 0.0311666 | Time: 3157.57 ms
[2022-04-10 16:19:23 main:574] : INFO : Epoch 1976 | loss: 0.0311666 | val_loss: 0.0311709 | Time: 3157.07 ms
[2022-04-10 16:19:26 main:574] : INFO : Epoch 1977 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 3160.65 ms
[2022-04-10 16:19:29 main:574] : INFO : Epoch 1978 | loss: 0.0311635 | val_loss: 0.031167 | Time: 3169.1 ms
[2022-04-10 16:19:32 main:574] : INFO : Epoch 1979 | loss: 0.0311619 | val_loss: 0.0311681 | Time: 3155.69 ms
[2022-04-10 16:19:36 main:574] : INFO : Epoch 1980 | loss: 0.0311625 | val_loss: 0.0311661 | Time: 3145.23 ms
[2022-04-10 16:19:39 main:574] : INFO : Epoch 1981 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 3153.98 ms
[2022-04-10 16:19:42 main:574] : INFO : Epoch 1982 | loss: 0.031165 | val_loss: 0.0311665 | Time: 3137.07 ms
[2022-04-10 16:19:45 main:574] : INFO : Epoch 1983 | loss: 0.0311653 | val_loss: 0.0311655 | Time: 3161.88 ms
[2022-04-10 16:19:48 main:574] : INFO : Epoch 1984 | loss: 0.0311626 | val_loss: 0.031168 | Time: 3143.87 ms
[2022-04-10 16:19:51 main:574] : INFO : Epoch 1985 | loss: 0.0311646 | val_loss: 0.0311656 | Time: 3151.89 ms
[2022-04-10 16:19:55 main:574] : INFO : Epoch 1986 | loss: 0.0311648 | val_loss: 0.0311674 | Time: 3146.11 ms
[2022-04-10 16:19:58 main:574] : INFO : Epoch 1987 | loss: 0.0311627 | val_loss: 0.0311661 | Time: 3156.02 ms
[2022-04-10 16:20:01 main:574] : INFO : Epoch 1988 | loss: 0.0311626 | val_loss: 0.0311675 | Time: 3146.76 ms
[2022-04-10 16:20:04 main:574] : INFO : Epoch 1989 | loss: 0.0311643 | val_loss: 0.0311669 | Time: 3141.4 ms
[2022-04-10 16:20:07 main:574] : INFO : Epoch 1990 | loss: 0.0311638 | val_loss: 0.0311668 | Time: 3138.63 ms
[2022-04-10 16:20:10 main:574] : INFO : Epoch 1991 | loss: 0.031162 | val_loss: 0.0311646 | Time: 3165.81 ms
[2022-04-10 16:20:13 main:574] : INFO : Epoch 1992 | loss: 0.0311629 | val_loss: 0.0311698 | Time: 3166.02 ms
[2022-04-10 16:20:17 main:574] : INFO : Epoch 1993 | loss: 0.0311668 | val_loss: 0.0311675 | Time: 3148.07 ms
[2022-04-10 16:20:20 main:574] : INFO : Epoch 1994 | loss: 0.0311623 | val_loss: 0.0311669 | Time: 3149.63 ms
[2022-04-10 16:20:23 main:574] : INFO : Epoch 1995 | loss: 0.0311606 | val_loss: 0.0311664 | Time: 3150.34 ms
[2022-04-10 16:20:26 main:574] : INFO : Epoch 1996 | loss: 0.0311596 | val_loss: 0.0311651 | Time: 3151.7 ms
[2022-04-10 16:20:29 main:574] : INFO : Epoch 1997 | loss: 0.0311622 | val_loss: 0.031169 | Time: 3145.5 ms
[2022-04-10 16:20:32 main:574] : INFO : Epoch 1998 | loss: 0.031165 | val_loss: 0.0311652 | Time: 3147.13 ms
[2022-04-10 16:20:36 main:574] : INFO : Epoch 1999 | loss: 0.0311626 | val_loss: 0.0311655 | Time: 3156.69 ms
[2022-04-10 16:20:39 main:574] : INFO : Epoch 2000 | loss: 0.0311621 | val_loss: 0.0311664 | Time: 3150.77 ms
[2022-04-10 16:20:42 main:574] : INFO : Epoch 2001 | loss: 0.0311635 | val_loss: 0.0311659 | Time: 3146.11 ms
[2022-04-10 16:20:45 main:574] : INFO : Epoch 2002 | loss: 0.0311635 | val_loss: 0.0311672 | Time: 3121.47 ms
[2022-04-10 16:20:48 main:574] : INFO : Epoch 2003 | loss: 0.0311622 | val_loss: 0.0311674 | Time: 3157.18 ms
[2022-04-10 16:20:51 main:574] : INFO : Epoch 2004 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 3142.22 ms
[2022-04-10 16:20:54 main:574] : INFO : Epoch 2005 | loss: 0.0311707 | val_loss: 0.0311737 | Time: 3160.41 ms
[2022-04-10 16:20:58 main:574] : INFO : Epoch 2006 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 3137.75 ms
[2022-04-10 16:21:01 main:574] : INFO : Epoch 2007 | loss: 0.031162 | val_loss: 0.0311665 | Time: 3153.38 ms
[2022-04-10 16:21:04 main:574] : INFO : Epoch 2008 | loss: 0.0311603 | val_loss: 0.0311689 | Time: 3154.76 ms
[2022-04-10 16:21:07 main:574] : INFO : Epoch 2009 | loss: 0.0311608 | val_loss: 0.0311664 | Time: 3145.56 ms
[2022-04-10 16:21:10 main:574] : INFO : Epoch 2010 | loss: 0.0311609 | val_loss: 0.0311718 | Time: 3123.09 ms
[2022-04-10 16:21:13 main:574] : INFO : Epoch 2011 | loss: 0.0311624 | val_loss: 0.0311669 | Time: 3152.91 ms
[2022-04-10 16:21:17 main:574] : INFO : Epoch 2012 | loss: 0.0311626 | val_loss: 0.0311677 | Time: 3146.92 ms
[2022-04-10 16:21:20 main:574] : INFO : Epoch 2013 | loss: 0.0311622 | val_loss: 0.031174 | Time: 3153.42 ms
[2022-04-10 16:21:23 main:574] : INFO : Epoch 2014 | loss: 0.0311611 | val_loss: 0.0311695 | Time: 3153.74 ms
[2022-04-10 16:21:26 main:574] : INFO : Epoch 2015 | loss: 0.0311599 | val_loss: 0.0311663 | Time: 3174.23 ms
[2022-04-10 16:21:29 main:574] : INFO : Epoch 2016 | loss: 0.0311598 | val_loss: 0.0311663 | Time: 3150.7 ms
[2022-04-10 16:21:32 main:574] : INFO : Epoch 2017 | loss: 0.0311623 | val_loss: 0.0311672 | Time: 3142.69 ms
[2022-04-10 16:21:35 main:574] : INFO : Epoch 2018 | loss: 0.03116 | val_loss: 0.0311662 | Time: 3149.71 ms
[2022-04-10 16:21:39 main:574] : INFO : Epoch 2019 | loss: 0.0311584 | val_loss: 0.0311645 | Time: 3144.88 ms
[2022-04-10 16:21:42 main:574] : INFO : Epoch 2020 | loss: 0.0311582 | val_loss: 0.0311641 | Time: 3157.38 ms
[2022-04-10 16:21:45 main:574] : INFO : Epoch 2021 | loss: 0.03116 | val_loss: 0.0311661 | Time: 3136.6 ms
[2022-04-10 16:21:48 main:574] : INFO : Epoch 2022 | loss: 0.0311616 | val_loss: 0.0311697 | Time: 3150.36 ms
[2022-04-10 16:21:51 main:574] : INFO : Epoch 2023 | loss: 0.0311601 | val_loss: 0.0311662 | Time: 3154.57 ms
[2022-04-10 16:21:54 main:574] : INFO : Epoch 2024 | loss: 0.0311589 | val_loss: 0.0311676 | Time: 3157.82 ms
[2022-04-10 16:21:58 main:574] : INFO : Epoch 2025 | loss: 0.0311601 | val_loss: 0.0311665 | Time: 3121.11 ms
[2022-04-10 16:22:01 main:574] : INFO : Epoch 2026 | loss: 0.0311599 | val_loss: 0.0311657 | Time: 3143.59 ms
[2022-04-10 16:22:04 main:574] : INFO : Epoch 2027 | loss: 0.0311593 | val_loss: 0.0311676 | Time: 3145.93 ms
[2022-04-10 16:22:07 main:574] : INFO : Epoch 2028 | loss: 0.0311741 | val_loss: 0.0311781 | Time: 3153.63 ms
[2022-04-10 16:22:10 main:574] : INFO : Epoch 2029 | loss: 0.0311746 | val_loss: 0.0311731 | Time: 3146.4 ms
[2022-04-10 16:22:13 main:574] : INFO : Epoch 2030 | loss: 0.0311728 | val_loss: 0.0311707 | Time: 3144.04 ms
[2022-04-10 16:22:16 main:574] : INFO : Epoch 2031 | loss: 0.0311698 | val_loss: 0.0311696 | Time: 3143.53 ms
[2022-04-10 16:22:20 main:574] : INFO : Epoch 2032 | loss: 0.0311704 | val_loss: 0.0311674 | Time: 3150.66 ms
[2022-04-10 16:22:23 main:574] : INFO : Epoch 2033 | loss: 0.03117 | val_loss: 0.0311693 | Time: 3175.28 ms
[2022-04-10 16:22:26 main:574] : INFO : Epoch 2034 | loss: 0.0311709 | val_loss: 0.031173 | Time: 3156.43 ms
[2022-04-10 16:22:29 main:574] : INFO : Epoch 2035 | loss: 0.0311723 | val_loss: 0.0311715 | Time: 3154.59 ms
[2022-04-10 16:22:32 main:574] : INFO : Epoch 2036 | loss: 0.0311694 | val_loss: 0.0311687 | Time: 3148.12 ms
[2022-04-10 16:22:35 main:574] : INFO : Epoch 2037 | loss: 0.0311673 | val_loss: 0.0311688 | Time: 3144.76 ms
[2022-04-10 16:22:39 main:574] : INFO : Epoch 2038 | loss: 0.0311663 | val_loss: 0.0311665 | Time: 3170.17 ms
[2022-04-10 16:22:42 main:574] : INFO : Epoch 2039 | loss: 0.031167 | val_loss: 0.0311661 | Time: 3146.14 ms
[2022-04-10 16:22:45 main:574] : INFO : Epoch 2040 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 3139.62 ms
[2022-04-10 16:22:48 main:574] : INFO : Epoch 2041 | loss: 0.0311693 | val_loss: 0.0311703 | Time: 3146.38 ms
[2022-04-10 16:22:51 main:574] : INFO : Epoch 2042 | loss: 0.031166 | val_loss: 0.0311731 | Time: 3162.06 ms
[2022-04-10 16:22:54 main:574] : INFO : Epoch 2043 | loss: 0.0311639 | val_loss: 0.0311649 | Time: 3135.21 ms
[2022-04-10 16:22:58 main:574] : INFO : Epoch 2044 | loss: 0.0311641 | val_loss: 0.031164 | Time: 3128.36 ms
[2022-04-10 16:23:01 main:574] : INFO : Epoch 2045 | loss: 0.0311632 | val_loss: 0.0311673 | Time: 3130.25 ms
[2022-04-10 16:23:04 main:574] : INFO : Epoch 2046 | loss: 0.0311668 | val_loss: 0.0311639 | Time: 3171.06 ms
[2022-04-10 16:23:07 main:574] : INFO : Epoch 2047 | loss: 0.0311691 | val_loss: 0.0311667 | Time: 3162.1 ms
[2022-04-10 16:23:10 main:574] : INFO : Epoch 2048 | loss: 0.0311669 | val_loss: 0.0311677 | Time: 3145.99 ms
[2022-04-10 16:23:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311677
[2022-04-10 16:23:10 main:603] : INFO : Saving end state to config to file
[2022-04-10 16:23:10 main:608] : INFO : Success, exiting..
16:23:10 (17688): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)