Task 14627332
| Name | ParityModified-1647042364-27657-3-0_2 |
| Workunit | 11222725 |
| Created | 21 Apr 2022, 8:52:08 UTC |
| Sent | 21 Apr 2022, 8:52:44 UTC |
| Report deadline | 29 Apr 2022, 8:52:44 UTC |
| Received | 21 Apr 2022, 13:17:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13155 |
| Run time | 2 hours 1 min 47 sec |
| CPU time | 1 hours 59 min 34 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 9,068.08 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.35 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311726 | val_loss: 0.031178 | Time: 3504.59 ms
[2022-04-21 05:46:49 main:574] : INFO : Epoch 1543 | loss: 0.031171 | val_loss: 0.0311783 | Time: 3515.4 ms
[2022-04-21 05:46:53 main:574] : INFO : Epoch 1544 | loss: 0.0311707 | val_loss: 0.031176 | Time: 3511.17 ms
[2022-04-21 05:46:57 main:574] : INFO : Epoch 1545 | loss: 0.0311698 | val_loss: 0.0311814 | Time: 3502.19 ms
[2022-04-21 05:47:00 main:574] : INFO : Epoch 1546 | loss: 0.0311734 | val_loss: 0.0311892 | Time: 3512.34 ms
[2022-04-21 05:47:04 main:574] : INFO : Epoch 1547 | loss: 0.0311722 | val_loss: 0.0311782 | Time: 3504.03 ms
[2022-04-21 05:47:07 main:574] : INFO : Epoch 1548 | loss: 0.0311703 | val_loss: 0.0311768 | Time: 3515.41 ms
[2022-04-21 05:47:11 main:574] : INFO : Epoch 1549 | loss: 0.0311714 | val_loss: 0.0311783 | Time: 3496.84 ms
[2022-04-21 05:47:14 main:574] : INFO : Epoch 1550 | loss: 0.0311721 | val_loss: 0.031179 | Time: 3488.79 ms
[2022-04-21 05:47:18 main:574] : INFO : Epoch 1551 | loss: 0.0311728 | val_loss: 0.0311834 | Time: 3518.43 ms
[2022-04-21 05:47:21 main:574] : INFO : Epoch 1552 | loss: 0.0311736 | val_loss: 0.0311829 | Time: 3493.31 ms
[2022-04-21 05:47:25 main:574] : INFO : Epoch 1553 | loss: 0.0311737 | val_loss: 0.0311797 | Time: 3513.41 ms
[2022-04-21 05:47:29 main:574] : INFO : Epoch 1554 | loss: 0.0311703 | val_loss: 0.0311821 | Time: 3503.2 ms
[2022-04-21 05:47:32 main:574] : INFO : Epoch 1555 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 3515.74 ms
[2022-04-21 05:47:36 main:574] : INFO : Epoch 1556 | loss: 0.0311686 | val_loss: 0.0311778 | Time: 3513.29 ms
[2022-04-21 05:47:39 main:574] : INFO : Epoch 1557 | loss: 0.0311692 | val_loss: 0.0311783 | Time: 3510.14 ms
[2022-04-21 05:47:43 main:574] : INFO : Epoch 1558 | loss: 0.0311713 | val_loss: 0.0311812 | Time: 3509.26 ms
[2022-04-21 05:47:46 main:574] : INFO : Epoch 1559 | loss: 0.0311696 | val_loss: 0.0311765 | Time: 3518.2 ms
[2022-04-21 05:47:50 main:574] : INFO : Epoch 1560 | loss: 0.0311674 | val_loss: 0.0311801 | Time: 3504.82 ms
[2022-04-21 05:47:54 main:574] : INFO : Epoch 1561 | loss: 0.0311722 | val_loss: 0.0311787 | Time: 3511.87 ms
[2022-04-21 05:47:57 main:574] : INFO : Epoch 1562 | loss: 0.0311763 | val_loss: 0.0311788 | Time: 3514.11 ms
[2022-04-21 05:48:01 main:574] : INFO : Epoch 1563 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 3510 ms
[2022-04-21 05:48:04 main:574] : INFO : Epoch 1564 | loss: 0.0311748 | val_loss: 0.0311797 | Time: 3483.99 ms
[2022-04-21 05:48:08 main:574] : INFO : Epoch 1565 | loss: 0.0311742 | val_loss: 0.0311773 | Time: 3524.78 ms
[2022-04-21 05:48:11 main:574] : INFO : Epoch 1566 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 3480.75 ms
[2022-04-21 05:48:15 main:574] : INFO : Epoch 1567 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 3505.78 ms
[2022-04-21 05:48:18 main:574] : INFO : Epoch 1568 | loss: 0.0311728 | val_loss: 0.0311771 | Time: 3510.59 ms
[2022-04-21 05:48:22 main:574] : INFO : Epoch 1569 | loss: 0.0311777 | val_loss: 0.0311774 | Time: 3509.93 ms
[2022-04-21 05:48:26 main:574] : INFO : Epoch 1570 | loss: 0.031174 | val_loss: 0.0311777 | Time: 3495.31 ms
[2022-04-21 05:48:29 main:574] : INFO : Epoch 1571 | loss: 0.0311729 | val_loss: 0.0311805 | Time: 3508.61 ms
[2022-04-21 05:48:33 main:574] : INFO : Epoch 1572 | loss: 0.031176 | val_loss: 0.0311745 | Time: 3492.77 ms
[2022-04-21 05:48:36 main:574] : INFO : Epoch 1573 | loss: 0.0311772 | val_loss: 0.0311756 | Time: 3495.69 ms
[2022-04-21 05:48:40 main:574] : INFO : Epoch 1574 | loss: 0.0311741 | val_loss: 0.0311755 | Time: 3511.32 ms
[2022-04-21 05:48:43 main:574] : INFO : Epoch 1575 | loss: 0.0311724 | val_loss: 0.0311753 | Time: 3512.88 ms
[2022-04-21 05:48:47 main:574] : INFO : Epoch 1576 | loss: 0.0311722 | val_loss: 0.0311761 | Time: 3509.57 ms
[2022-04-21 05:48:51 main:574] : INFO : Epoch 1577 | loss: 0.0311726 | val_loss: 0.0311747 | Time: 3765.31 ms
[2022-04-21 05:48:54 main:574] : INFO : Epoch 1578 | loss: 0.0311735 | val_loss: 0.0311762 | Time: 3508.27 ms
[2022-04-21 05:48:58 main:574] : INFO : Epoch 1579 | loss: 0.0311733 | val_loss: 0.0311779 | Time: 3522.69 ms
[2022-04-21 05:49:01 main:574] : INFO : Epoch 1580 | loss: 0.0311747 | val_loss: 0.0311784 | Time: 3471.03 ms
[2022-04-21 05:49:05 main:574] : INFO : Epoch 1581 | loss: 0.0311726 | val_loss: 0.0311759 | Time: 3491.45 ms
[2022-04-21 05:49:09 main:574] : INFO : Epoch 1582 | loss: 0.0311711 | val_loss: 0.0311791 | Time: 3510.54 ms
[2022-04-21 05:49:12 main:574] : INFO : Epoch 1583 | loss: 0.031172 | val_loss: 0.0311805 | Time: 3499.73 ms
[2022-04-21 05:49:16 main:574] : INFO : Epoch 1584 | loss: 0.0311725 | val_loss: 0.0311799 | Time: 3504.57 ms
[2022-04-21 05:49:19 main:574] : INFO : Epoch 1585 | loss: 0.0311733 | val_loss: 0.0311824 | Time: 3514.81 ms
[2022-04-21 05:49:23 main:574] : INFO : Epoch 1586 | loss: 0.0311715 | val_loss: 0.0311755 | Time: 3455.85 ms
[2022-04-21 05:49:26 main:574] : INFO : Epoch 1587 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 3517.61 ms
[2022-04-21 05:49:30 main:574] : INFO : Epoch 1588 | loss: 0.0311705 | val_loss: 0.0311763 | Time: 3610.02 ms
[2022-04-21 05:49:34 main:574] : INFO : Epoch 1589 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 3488.7 ms
[2022-04-21 05:49:37 main:574] : INFO : Epoch 1590 | loss: 0.0311703 | val_loss: 0.0311756 | Time: 3511.36 ms
[2022-04-21 05:49:41 main:574] : INFO : Epoch 1591 | loss: 0.0311722 | val_loss: 0.031177 | Time: 3514.41 ms
[2022-04-21 05:49:44 main:574] : INFO : Epoch 1592 | loss: 0.0311693 | val_loss: 0.031176 | Time: 3500.66 ms
[2022-04-21 05:49:48 main:574] : INFO : Epoch 1593 | loss: 0.0311737 | val_loss: 0.031182 | Time: 3512.29 ms
[2022-04-21 05:49:51 main:574] : INFO : Epoch 1594 | loss: 0.0311715 | val_loss: 0.0311804 | Time: 3521.16 ms
[2022-04-21 05:49:55 main:574] : INFO : Epoch 1595 | loss: 0.031172 | val_loss: 0.0311776 | Time: 3506.34 ms
[2022-04-21 05:49:59 main:574] : INFO : Epoch 1596 | loss: 0.0311716 | val_loss: 0.0311737 | Time: 3502.41 ms
[2022-04-21 05:50:02 main:574] : INFO : Epoch 1597 | loss: 0.0311715 | val_loss: 0.0311764 | Time: 3515.46 ms
[2022-04-21 05:50:06 main:574] : INFO : Epoch 1598 | loss: 0.0311741 | val_loss: 0.031177 | Time: 3523.92 ms
[2022-04-21 05:50:09 main:574] : INFO : Epoch 1599 | loss: 0.0311763 | val_loss: 0.0311743 | Time: 3515.9 ms
[2022-04-21 05:50:13 main:574] : INFO : Epoch 1600 | loss: 0.0311718 | val_loss: 0.0311757 | Time: 3510.58 ms
[2022-04-21 05:50:16 main:574] : INFO : Epoch 1601 | loss: 0.031171 | val_loss: 0.0311744 | Time: 3486.39 ms
[2022-04-21 05:50:20 main:574] : INFO : Epoch 1602 | loss: 0.0311713 | val_loss: 0.0311874 | Time: 3516.91 ms
[2022-04-21 05:50:24 main:574] : INFO : Epoch 1603 | loss: 0.0311745 | val_loss: 0.031176 | Time: 3506.97 ms
[2022-04-21 05:50:27 main:574] : INFO : Epoch 1604 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 3510.48 ms
[2022-04-21 05:50:31 main:574] : INFO : Epoch 1605 | loss: 0.0311738 | val_loss: 0.031178 | Time: 3509.66 ms
[2022-04-21 05:50:34 main:574] : INFO : Epoch 1606 | loss: 0.0311753 | val_loss: 0.0311769 | Time: 3507.16 ms
[2022-04-21 05:50:38 main:574] : INFO : Epoch 1607 | loss: 0.0311744 | val_loss: 0.0311746 | Time: 3510.84 ms
[2022-04-21 05:50:41 main:574] : INFO : Epoch 1608 | loss: 0.0311737 | val_loss: 0.0311746 | Time: 3445.77 ms
[2022-04-21 05:50:45 main:574] : INFO : Epoch 1609 | loss: 0.0311723 | val_loss: 0.0311737 | Time: 3506.9 ms
[2022-04-21 05:50:48 main:574] : INFO : Epoch 1610 | loss: 0.031173 | val_loss: 0.0311786 | Time: 3508.87 ms
[2022-04-21 05:50:52 main:574] : INFO : Epoch 1611 | loss: 0.0311727 | val_loss: 0.0311759 | Time: 3516.03 ms
[2022-04-21 05:50:56 main:574] : INFO : Epoch 1612 | loss: 0.0311771 | val_loss: 0.0311774 | Time: 3512.73 ms
[2022-04-21 05:50:59 main:574] : INFO : Epoch 1613 | loss: 0.0311748 | val_loss: 0.0311763 | Time: 3508.85 ms
[2022-04-21 05:51:03 main:574] : INFO : Epoch 1614 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 3507.52 ms
[2022-04-21 05:51:06 main:574] : INFO : Epoch 1615 | loss: 0.0311702 | val_loss: 0.0311766 | Time: 3512.13 ms
[2022-04-21 05:51:10 main:574] : INFO : Epoch 1616 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 3520.02 ms
[2022-04-21 05:51:13 main:574] : INFO : Epoch 1617 | loss: 0.0311723 | val_loss: 0.0311767 | Time: 3512.74 ms
[2022-04-21 05:51:17 main:574] : INFO : Epoch 1618 | loss: 0.0311726 | val_loss: 0.0311842 | Time: 3518.28 ms
[2022-04-21 05:51:21 main:574] : INFO : Epoch 1619 | loss: 0.0311731 | val_loss: 0.031178 | Time: 3542.66 ms
[2022-04-21 05:51:24 main:574] : INFO : Epoch 1620 | loss: 0.0311695 | val_loss: 0.0311787 | Time: 3513.54 ms
[2022-04-21 05:51:28 main:574] : INFO : Epoch 1621 | loss: 0.0311689 | val_loss: 0.0311785 | Time: 3507.9 ms
[2022-04-21 05:51:31 main:574] : INFO : Epoch 1622 | loss: 0.0311699 | val_loss: 0.0311783 | Time: 3516.27 ms
[2022-04-21 05:51:35 main:574] : INFO : Epoch 1623 | loss: 0.0311694 | val_loss: 0.0311759 | Time: 3519.28 ms
[2022-04-21 05:51:38 main:574] : INFO : Epoch 1624 | loss: 0.0311711 | val_loss: 0.031176 | Time: 3530.65 ms
[2022-04-21 05:51:42 main:574] : INFO : Epoch 1625 | loss: 0.0311717 | val_loss: 0.0311813 | Time: 3455.95 ms
[2022-04-21 05:51:45 main:574] : INFO : Epoch 1626 | loss: 0.031172 | val_loss: 0.0311751 | Time: 3519.13 ms
[2022-04-21 05:51:49 main:574] : INFO : Epoch 1627 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 3494.66 ms
[2022-04-21 05:51:53 main:574] : INFO : Epoch 1628 | loss: 0.0311697 | val_loss: 0.0311753 | Time: 3484.92 ms
[2022-04-21 05:51:56 main:574] : INFO : Epoch 1629 | loss: 0.031168 | val_loss: 0.0311735 | Time: 3516.62 ms
[2022-04-21 05:52:00 main:574] : INFO : Epoch 1630 | loss: 0.0311682 | val_loss: 0.0311746 | Time: 3510.59 ms
[2022-04-21 05:52:03 main:574] : INFO : Epoch 1631 | loss: 0.0311685 | val_loss: 0.0311753 | Time: 3502.38 ms
[2022-04-21 05:52:07 main:574] : INFO : Epoch 1632 | loss: 0.0311677 | val_loss: 0.0311769 | Time: 3515.05 ms
[2022-04-21 05:52:10 main:574] : INFO : Epoch 1633 | loss: 0.0311674 | val_loss: 0.0311743 | Time: 3516.26 ms
[2022-04-21 05:52:14 main:574] : INFO : Epoch 1634 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 3511.23 ms
[2022-04-21 05:52:18 main:574] : INFO : Epoch 1635 | loss: 0.0311682 | val_loss: 0.0311782 | Time: 3504.94 ms
[2022-04-21 05:52:21 main:574] : INFO : Epoch 1636 | loss: 0.0311736 | val_loss: 0.0311774 | Time: 3507.67 ms
[2022-04-21 05:52:25 main:574] : INFO : Epoch 1637 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 3502.59 ms
[2022-04-21 05:52:28 main:574] : INFO : Epoch 1638 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 3495.14 ms
[2022-04-21 05:52:32 main:574] : INFO : Epoch 1639 | loss: 0.0311788 | val_loss: 0.0311774 | Time: 3509.48 ms
[2022-04-21 05:52:35 main:574] : INFO : Epoch 1640 | loss: 0.0311752 | val_loss: 0.0311746 | Time: 3513.48 ms
[2022-04-21 05:52:39 main:574] : INFO : Epoch 1641 | loss: 0.0311699 | val_loss: 0.0311723 | Time: 3597.25 ms
[2022-04-21 05:52:43 main:574] : INFO : Epoch 1642 | loss: 0.0311698 | val_loss: 0.031172 | Time: 3518.73 ms
[2022-04-21 05:52:46 main:574] : INFO : Epoch 1643 | loss: 0.0311721 | val_loss: 0.031174 | Time: 3510.05 ms
[2022-04-21 05:52:50 main:574] : INFO : Epoch 1644 | loss: 0.0311711 | val_loss: 0.0311715 | Time: 3509.93 ms
[2022-04-21 05:52:53 main:574] : INFO : Epoch 1645 | loss: 0.0311709 | val_loss: 0.0311719 | Time: 3458.53 ms
[2022-04-21 05:52:57 main:574] : INFO : Epoch 1646 | loss: 0.0311712 | val_loss: 0.0311741 | Time: 3507.97 ms
[2022-04-21 05:53:00 main:574] : INFO : Epoch 1647 | loss: 0.031173 | val_loss: 0.0311731 | Time: 3513.15 ms
[2022-04-21 05:53:04 main:574] : INFO : Epoch 1648 | loss: 0.0311731 | val_loss: 0.0311737 | Time: 3512.26 ms
[2022-04-21 05:53:08 main:574] : INFO : Epoch 1649 | loss: 0.031171 | val_loss: 0.0311734 | Time: 3551.98 ms
[2022-04-21 05:53:11 main:574] : INFO : Epoch 1650 | loss: 0.0311697 | val_loss: 0.0311727 | Time: 3505.03 ms
[2022-04-21 05:53:15 main:574] : INFO : Epoch 1651 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 3485.07 ms
[2022-04-21 05:53:18 main:574] : INFO : Epoch 1652 | loss: 0.031171 | val_loss: 0.0311752 | Time: 3502.35 ms
[2022-04-21 05:53:22 main:574] : INFO : Epoch 1653 | loss: 0.0311715 | val_loss: 0.0311721 | Time: 3487.82 ms
[2022-04-21 05:53:25 main:574] : INFO : Epoch 1654 | loss: 0.0311725 | val_loss: 0.0311734 | Time: 3513.44 ms
[2022-04-21 05:53:29 main:574] : INFO : Epoch 1655 | loss: 0.0311764 | val_loss: 0.0311747 | Time: 3512.64 ms
[2022-04-21 05:53:32 main:574] : INFO : Epoch 1656 | loss: 0.0311717 | val_loss: 0.031173 | Time: 3502.43 ms
[2022-04-21 05:53:36 main:574] : INFO : Epoch 1657 | loss: 0.0311705 | val_loss: 0.0311712 | Time: 3512.92 ms
[2022-04-21 05:53:39 main:574] : INFO : Epoch 1658 | loss: 0.0311716 | val_loss: 0.03118 | Time: 3446.75 ms
[2022-04-21 05:53:43 main:574] : INFO : Epoch 1659 | loss: 0.0311716 | val_loss: 0.0311766 | Time: 3493.24 ms
[2022-04-21 05:53:47 main:574] : INFO : Epoch 1660 | loss: 0.0311726 | val_loss: 0.03118 | Time: 3509.55 ms
[2022-04-21 05:53:50 main:574] : INFO : Epoch 1661 | loss: 0.0311752 | val_loss: 0.031174 | Time: 3455.88 ms
[2022-04-21 05:53:54 main:574] : INFO : Epoch 1662 | loss: 0.0311736 | val_loss: 0.0311735 | Time: 3514.02 ms
[2022-04-21 05:53:57 main:574] : INFO : Epoch 1663 | loss: 0.0311708 | val_loss: 0.0311748 | Time: 3564.76 ms
[2022-04-21 05:54:01 main:574] : INFO : Epoch 1664 | loss: 0.0311698 | val_loss: 0.031173 | Time: 3507.18 ms
[2022-04-21 05:54:04 main:574] : INFO : Epoch 1665 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 3516.92 ms
[2022-04-21 05:54:08 main:574] : INFO : Epoch 1666 | loss: 0.0311734 | val_loss: 0.0311785 | Time: 3510.93 ms
[2022-04-21 05:54:12 main:574] : INFO : Epoch 1667 | loss: 0.0311735 | val_loss: 0.031172 | Time: 3502.26 ms
[2022-04-21 05:54:15 main:574] : INFO : Epoch 1668 | loss: 0.031171 | val_loss: 0.0311731 | Time: 3505.21 ms
[2022-04-21 05:54:19 main:574] : INFO : Epoch 1669 | loss: 0.0311707 | val_loss: 0.0311716 | Time: 3506.58 ms
[2022-04-21 05:54:22 main:574] : INFO : Epoch 1670 | loss: 0.0311698 | val_loss: 0.0311722 | Time: 3511.36 ms
[2022-04-21 05:54:26 main:574] : INFO : Epoch 1671 | loss: 0.0311714 | val_loss: 0.0311737 | Time: 3570.94 ms
[2022-04-21 05:54:29 main:574] : INFO : Epoch 1672 | loss: 0.0311744 | val_loss: 0.0311782 | Time: 3588.69 ms
[2022-04-21 05:54:33 main:574] : INFO : Epoch 1673 | loss: 0.0311733 | val_loss: 0.0311764 | Time: 3510.62 ms
[2022-04-21 05:54:37 main:574] : INFO : Epoch 1674 | loss: 0.0311729 | val_loss: 0.0311747 | Time: 3504.27 ms
[2022-04-21 05:54:40 main:574] : INFO : Epoch 1675 | loss: 0.0311736 | val_loss: 0.0311837 | Time: 3509.3 ms
[2022-04-21 05:54:44 main:574] : INFO : Epoch 1676 | loss: 0.0311768 | val_loss: 0.0311767 | Time: 3511.25 ms
[2022-04-21 05:54:47 main:574] : INFO : Epoch 1677 | loss: 0.0311718 | val_loss: 0.0311767 | Time: 3586.89 ms
[2022-04-21 05:54:51 main:574] : INFO : Epoch 1678 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 3513.53 ms
[2022-04-21 05:54:54 main:574] : INFO : Epoch 1679 | loss: 0.0311744 | val_loss: 0.0311726 | Time: 3522.57 ms
[2022-04-21 05:54:58 main:574] : INFO : Epoch 1680 | loss: 0.0311705 | val_loss: 0.0311736 | Time: 3502.5 ms
[2022-04-21 05:55:02 main:574] : INFO : Epoch 1681 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 3506.92 ms
[2022-04-21 05:55:05 main:574] : INFO : Epoch 1682 | loss: 0.0311723 | val_loss: 0.0311731 | Time: 3550.33 ms
[2022-04-21 05:55:09 main:574] : INFO : Epoch 1683 | loss: 0.0311717 | val_loss: 0.0311722 | Time: 3511.05 ms
[2022-04-21 05:55:12 main:574] : INFO : Epoch 1684 | loss: 0.0311745 | val_loss: 0.0311736 | Time: 3514.79 ms
[2022-04-21 05:55:16 main:574] : INFO : Epoch 1685 | loss: 0.0311757 | val_loss: 0.0311745 | Time: 3512.6 ms
[2022-04-21 05:55:20 main:574] : INFO : Epoch 1686 | loss: 0.0311718 | val_loss: 0.0311744 | Time: 3511.63 ms
[2022-04-21 05:55:23 main:574] : INFO : Epoch 1687 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 3514.99 ms
[2022-04-21 05:55:27 main:574] : INFO : Epoch 1688 | loss: 0.0311706 | val_loss: 0.0311727 | Time: 3511.47 ms
[2022-04-21 05:55:30 main:574] : INFO : Epoch 1689 | loss: 0.0311689 | val_loss: 0.0311757 | Time: 3491.88 ms
[2022-04-21 05:55:34 main:574] : INFO : Epoch 1690 | loss: 0.0311712 | val_loss: 0.0311783 | Time: 3508.6 ms
[2022-04-21 05:55:37 main:574] : INFO : Epoch 1691 | loss: 0.0311736 | val_loss: 0.0311758 | Time: 3512.53 ms
[2022-04-21 05:55:41 main:574] : INFO : Epoch 1692 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 3509.16 ms
[2022-04-21 05:55:45 main:574] : INFO : Epoch 1693 | loss: 0.0311745 | val_loss: 0.0311817 | Time: 3507.62 ms
[2022-04-21 05:55:48 main:574] : INFO : Epoch 1694 | loss: 0.031176 | val_loss: 0.0311828 | Time: 3482.73 ms
[2022-04-21 05:55:52 main:574] : INFO : Epoch 1695 | loss: 0.031175 | val_loss: 0.0311773 | Time: 3493.59 ms
[2022-04-21 05:55:55 main:574] : INFO : Epoch 1696 | loss: 0.0311719 | val_loss: 0.0311812 | Time: 3500.27 ms
[2022-04-21 05:55:59 main:574] : INFO : Epoch 1697 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 3506.45 ms
[2022-04-21 05:56:02 main:574] : INFO : Epoch 1698 | loss: 0.0311723 | val_loss: 0.0311775 | Time: 3508.89 ms
[2022-04-21 05:56:06 main:574] : INFO : Epoch 1699 | loss: 0.0311708 | val_loss: 0.0311795 | Time: 3450.77 ms
[2022-04-21 05:56:09 main:574] : INFO : Epoch 1700 | loss: 0.0311759 | val_loss: 0.0311813 | Time: 3517.35 ms
[2022-04-21 05:56:13 main:574] : INFO : Epoch 1701 | loss: 0.0311877 | val_loss: 0.0312059 | Time: 3511.61 ms
[2022-04-21 05:56:16 main:574] : INFO : Epoch 1702 | loss: 0.0311912 | val_loss: 0.0311948 | Time: 3514.26 ms
[2022-04-21 05:56:20 main:574] : INFO : Epoch 1703 | loss: 0.0311851 | val_loss: 0.0311846 | Time: 3515.74 ms
[2022-04-21 05:56:24 main:574] : INFO : Epoch 1704 | loss: 0.0311795 | val_loss: 0.0311794 | Time: 3555.94 ms
[2022-04-21 05:56:27 main:574] : INFO : Epoch 1705 | loss: 0.0311761 | val_loss: 0.0311832 | Time: 3491.48 ms
[2022-04-21 05:56:31 main:574] : INFO : Epoch 1706 | loss: 0.0311754 | val_loss: 0.0311799 | Time: 3514.07 ms
[2022-04-21 05:56:34 main:574] : INFO : Epoch 1707 | loss: 0.0311746 | val_loss: 0.031178 | Time: 3507.33 ms
[2022-04-21 05:56:38 main:574] : INFO : Epoch 1708 | loss: 0.0311738 | val_loss: 0.0311748 | Time: 3513.99 ms
[2022-04-21 05:56:42 main:574] : INFO : Epoch 1709 | loss: 0.031173 | val_loss: 0.0311753 | Time: 3534.5 ms
[2022-04-21 05:56:45 main:574] : INFO : Epoch 1710 | loss: 0.0311744 | val_loss: 0.0311752 | Time: 3500.02 ms
[2022-04-21 05:56:49 main:574] : INFO : Epoch 1711 | loss: 0.0311758 | val_loss: 0.0311767 | Time: 3507.61 ms
[2022-04-21 05:56:52 main:574] : INFO : Epoch 1712 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 3500.14 ms
[2022-04-21 05:56:56 main:574] : INFO : Epoch 1713 | loss: 0.0311734 | val_loss: 0.0311774 | Time: 3510.69 ms
[2022-04-21 05:56:59 main:574] : INFO : Epoch 1714 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 3511.66 ms
[2022-04-21 05:57:03 main:574] : INFO : Epoch 1715 | loss: 0.0311778 | val_loss: 0.0311763 | Time: 3505.02 ms
[2022-04-21 05:57:06 main:574] : INFO : Epoch 1716 | loss: 0.0311757 | val_loss: 0.0311778 | Time: 3457.48 ms
[2022-04-21 05:57:10 main:574] : INFO : Epoch 1717 | loss: 0.0311765 | val_loss: 0.0311762 | Time: 3510.28 ms
[2022-04-21 05:57:14 main:574] : INFO : Epoch 1718 | loss: 0.0311772 | val_loss: 0.0311742 | Time: 3508.4 ms
[2022-04-21 05:57:17 main:574] : INFO : Epoch 1719 | loss: 0.0311762 | val_loss: 0.0311745 | Time: 3516.94 ms
[2022-04-21 05:57:21 main:574] : INFO : Epoch 1720 | loss: 0.0311748 | val_loss: 0.0311846 | Time: 3513.03 ms
[2022-04-21 05:57:24 main:574] : INFO : Epoch 1721 | loss: 0.0311754 | val_loss: 0.0311738 | Time: 3504.17 ms
[2022-04-21 05:57:28 main:574] : INFO : Epoch 1722 | loss: 0.0311746 | val_loss: 0.0311729 | Time: 3511.5 ms
[2022-04-21 05:57:31 main:574] : INFO : Epoch 1723 | loss: 0.031175 | val_loss: 0.031181 | Time: 3505.36 ms
[2022-04-21 05:57:35 main:574] : INFO : Epoch 1724 | loss: 0.0311752 | val_loss: 0.031176 | Time: 3589.77 ms
[2022-04-21 05:57:39 main:574] : INFO : Epoch 1725 | loss: 0.0311742 | val_loss: 0.0311755 | Time: 3508.16 ms
[2022-04-21 05:57:42 main:574] : INFO : Epoch 1726 | loss: 0.0311746 | val_loss: 0.0311736 | Time: 3515.5 ms
[2022-04-21 05:57:46 main:574] : INFO : Epoch 1727 | loss: 0.0311757 | val_loss: 0.031174 | Time: 3516.2 ms
[2022-04-21 05:57:49 main:574] : INFO : Epoch 1728 | loss: 0.0311757 | val_loss: 0.0311737 | Time: 3499.24 ms
[2022-04-21 05:57:53 main:574] : INFO : Epoch 1729 | loss: 0.0311779 | val_loss: 0.0311741 | Time: 3516.32 ms
[2022-04-21 05:57:56 main:574] : INFO : Epoch 1730 | loss: 0.031179 | val_loss: 0.0311723 | Time: 3512.5 ms
[2022-04-21 05:58:00 main:574] : INFO : Epoch 1731 | loss: 0.0311748 | val_loss: 0.031173 | Time: 3510.33 ms
[2022-04-21 05:58:04 main:574] : INFO : Epoch 1732 | loss: 0.0311748 | val_loss: 0.0311812 | Time: 3500.2 ms
[2022-04-21 05:58:07 main:574] : INFO : Epoch 1733 | loss: 0.0311737 | val_loss: 0.0311722 | Time: 3553.93 ms
[2022-04-21 05:58:11 main:574] : INFO : Epoch 1734 | loss: 0.031173 | val_loss: 0.0311739 | Time: 3514.03 ms
[2022-04-21 05:58:14 main:574] : INFO : Epoch 1735 | loss: 0.0311735 | val_loss: 0.0311746 | Time: 3505.72 ms
[2022-04-21 05:58:18 main:574] : INFO : Epoch 1736 | loss: 0.031174 | val_loss: 0.0311788 | Time: 3503.99 ms
[2022-04-21 05:58:21 main:574] : INFO : Epoch 1737 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 3501.02 ms
[2022-04-21 05:58:25 main:574] : INFO : Epoch 1738 | loss: 0.0311713 | val_loss: 0.031174 | Time: 3511.87 ms
[2022-04-21 05:58:29 main:574] : INFO : Epoch 1739 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 3500.01 ms
[2022-04-21 05:58:32 main:574] : INFO : Epoch 1740 | loss: 0.0311718 | val_loss: 0.0311786 | Time: 3483.07 ms
[2022-04-21 05:58:36 main:574] : INFO : Epoch 1741 | loss: 0.031171 | val_loss: 0.0311732 | Time: 3518.73 ms
[2022-04-21 05:58:39 main:574] : INFO : Epoch 1742 | loss: 0.0311716 | val_loss: 0.0311825 | Time: 3502.92 ms
[2022-04-21 05:58:43 main:574] : INFO : Epoch 1743 | loss: 0.0311762 | val_loss: 0.0311767 | Time: 3513.29 ms
[2022-04-21 05:58:46 main:574] : INFO : Epoch 1744 | loss: 0.031176 | val_loss: 0.0311772 | Time: 3491.67 ms
[2022-04-21 05:58:50 main:574] : INFO : Epoch 1745 | loss: 0.031171 | val_loss: 0.0311723 | Time: 3508.1 ms
[2022-04-21 05:58:53 main:574] : INFO : Epoch 1746 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 3511.55 ms
[2022-04-21 05:58:57 main:574] : INFO : Epoch 1747 | loss: 0.0311714 | val_loss: 0.0311731 | Time: 3503.82 ms
[2022-04-21 05:59:01 main:574] : INFO : Epoch 1748 | loss: 0.0311704 | val_loss: 0.0311726 | Time: 3513.8 ms
[2022-04-21 05:59:04 main:574] : INFO : Epoch 1749 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 3509.53 ms
[2022-04-21 05:59:08 main:574] : INFO : Epoch 1750 | loss: 0.031171 | val_loss: 0.0311717 | Time: 3490.39 ms
[2022-04-21 05:59:11 main:574] : INFO : Epoch 1751 | loss: 0.0311717 | val_loss: 0.0311772 | Time: 3515.96 ms
[2022-04-21 05:59:15 main:574] : INFO : Epoch 1752 | loss: 0.0311713 | val_loss: 0.0311748 | Time: 3512.99 ms
[2022-04-21 05:59:18 main:574] : INFO : Epoch 1753 | loss: 0.0311734 | val_loss: 0.0311778 | Time: 3507.11 ms
[2022-04-21 05:59:22 main:574] : INFO : Epoch 1754 | loss: 0.0311762 | val_loss: 0.031173 | Time: 3510.29 ms
[2022-04-21 05:59:26 main:574] : INFO : Epoch 1755 | loss: 0.031171 | val_loss: 0.0311733 | Time: 3513.27 ms
[2022-04-21 05:59:29 main:574] : INFO : Epoch 1756 | loss: 0.0311699 | val_loss: 0.0311711 | Time: 3515.78 ms
[2022-04-21 05:59:33 main:574] : INFO : Epoch 1757 | loss: 0.0311688 | val_loss: 0.0311725 | Time: 3510.29 ms
[2022-04-21 05:59:36 main:574] : INFO : Epoch 1758 | loss: 0.0311677 | val_loss: 0.0311721 | Time: 3510.29 ms
[2022-04-21 05:59:40 main:574] : INFO : Epoch 1759 | loss: 0.0311679 | val_loss: 0.0311718 | Time: 3509.27 ms
[2022-04-21 05:59:43 main:574] : INFO : Epoch 1760 | loss: 0.0311682 | val_loss: 0.0311722 | Time: 3483.63 ms
[2022-04-21 05:59:47 main:574] : INFO : Epoch 1761 | loss: 0.0311696 | val_loss: 0.0311724 | Time: 3484.34 ms
[2022-04-21 05:59:50 main:574] : INFO : Epoch 1762 | loss: 0.0311715 | val_loss: 0.0311761 | Time: 3514.56 ms
[2022-04-21 05:59:54 main:574] : INFO : Epoch 1763 | loss: 0.0311713 | val_loss: 0.0311752 | Time: 3514.01 ms
[2022-04-21 05:59:58 main:574] : INFO : Epoch 1764 | loss: 0.0311732 | val_loss: 0.0311729 | Time: 3503.24 ms
[2022-04-21 06:00:01 main:574] : INFO : Epoch 1765 | loss: 0.0311718 | val_loss: 0.0311728 | Time: 3506.73 ms
[2022-04-21 06:00:05 main:574] : INFO : Epoch 1766 | loss: 0.0311695 | val_loss: 0.0311733 | Time: 3542.06 ms
[2022-04-21 06:00:08 main:574] : INFO : Epoch 1767 | loss: 0.031172 | val_loss: 0.0311756 | Time: 3500.36 ms
[2022-04-21 06:00:12 main:574] : INFO : Epoch 1768 | loss: 0.0311713 | val_loss: 0.0311707 | Time: 3520.6 ms
[2022-04-21 06:00:15 main:574] : INFO : Epoch 1769 | loss: 0.0311729 | val_loss: 0.0311796 | Time: 3514.71 ms
[2022-04-21 06:00:19 main:574] : INFO : Epoch 1770 | loss: 0.0311734 | val_loss: 0.0311732 | Time: 3497.54 ms
[2022-04-21 06:00:23 main:574] : INFO : Epoch 1771 | loss: 0.0311707 | val_loss: 0.0311709 | Time: 3512.41 ms
[2022-04-21 06:00:26 main:574] : INFO : Epoch 1772 | loss: 0.0311686 | val_loss: 0.0311721 | Time: 3490.48 ms
[2022-04-21 06:00:30 main:574] : INFO : Epoch 1773 | loss: 0.031169 | val_loss: 0.031174 | Time: 3513.77 ms
[2022-04-21 06:00:33 main:574] : INFO : Epoch 1774 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 3510.92 ms
[2022-04-21 06:00:37 main:574] : INFO : Epoch 1775 | loss: 0.031168 | val_loss: 0.0311737 | Time: 3468.69 ms
[2022-04-21 06:00:40 main:574] : INFO : Epoch 1776 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 3511.57 ms
[2022-04-21 06:00:44 main:574] : INFO : Epoch 1777 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 3481.43 ms
[2022-04-21 06:00:47 main:574] : INFO : Epoch 1778 | loss: 0.0311684 | val_loss: 0.0311759 | Time: 3511.02 ms
[2022-04-21 06:00:51 main:574] : INFO : Epoch 1779 | loss: 0.0311687 | val_loss: 0.0311741 | Time: 3513.24 ms
[2022-04-21 06:00:54 main:574] : INFO : Epoch 1780 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 3480.53 ms
[2022-04-21 06:00:58 main:574] : INFO : Epoch 1781 | loss: 0.0311777 | val_loss: 0.0311895 | Time: 3514.06 ms
[2022-04-21 06:01:02 main:574] : INFO : Epoch 1782 | loss: 0.0311776 | val_loss: 0.0311748 | Time: 3507.89 ms
[2022-04-21 06:01:05 main:574] : INFO : Epoch 1783 | loss: 0.0311717 | val_loss: 0.0311741 | Time: 3459.69 ms
[2022-04-21 06:01:09 main:574] : INFO : Epoch 1784 | loss: 0.0311718 | val_loss: 0.0311749 | Time: 3481.74 ms
[2022-04-21 06:01:12 main:574] : INFO : Epoch 1785 | loss: 0.0311703 | val_loss: 0.0311735 | Time: 3575.6 ms
[2022-04-21 06:01:26 main:574] : INFO : Epoch 1786 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 13588 ms
[2022-04-21 06:01:30 main:574] : INFO : Epoch 1787 | loss: 0.0311707 | val_loss: 0.0311741 | Time: 3570.24 ms
[2022-04-21 06:01:33 main:574] : INFO : Epoch 1788 | loss: 0.0311708 | val_loss: 0.0311868 | Time: 3512.5 ms
[2022-04-21 06:01:37 main:574] : INFO : Epoch 1789 | loss: 0.031174 | val_loss: 0.0311743 | Time: 3526.69 ms
[2022-04-21 06:01:40 main:574] : INFO : Epoch 1790 | loss: 0.0311685 | val_loss: 0.0311746 | Time: 3648.73 ms
[2022-04-21 06:01:44 main:574] : INFO : Epoch 1791 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 3515.56 ms
[2022-04-21 06:01:48 main:574] : INFO : Epoch 1792 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 3509.59 ms
[2022-04-21 06:01:51 main:574] : INFO : Epoch 1793 | loss: 0.0311692 | val_loss: 0.0311763 | Time: 3510.47 ms
[2022-04-21 06:01:55 main:574] : INFO : Epoch 1794 | loss: 0.0311696 | val_loss: 0.0311746 | Time: 3518.79 ms
[2022-04-21 06:01:58 main:574] : INFO : Epoch 1795 | loss: 0.0311706 | val_loss: 0.0311747 | Time: 3491.13 ms
[2022-04-21 06:02:02 main:574] : INFO : Epoch 1796 | loss: 0.0311691 | val_loss: 0.0311745 | Time: 3602.15 ms
[2022-04-21 06:02:05 main:574] : INFO : Epoch 1797 | loss: 0.0311671 | val_loss: 0.0311729 | Time: 3465.74 ms
[2022-04-21 06:02:09 main:574] : INFO : Epoch 1798 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 3494.96 ms
[2022-04-21 06:02:13 main:574] : INFO : Epoch 1799 | loss: 0.0311669 | val_loss: 0.031173 | Time: 3515.2 ms
[2022-04-21 06:02:16 main:574] : INFO : Epoch 1800 | loss: 0.0311667 | val_loss: 0.0311732 | Time: 3500.39 ms
[2022-04-21 06:02:20 main:574] : INFO : Epoch 1801 | loss: 0.0311658 | val_loss: 0.0311715 | Time: 3519.79 ms
[2022-04-21 06:02:23 main:574] : INFO : Epoch 1802 | loss: 0.0311668 | val_loss: 0.0311718 | Time: 3476.98 ms
[2022-04-21 06:02:27 main:574] : INFO : Epoch 1803 | loss: 0.0311675 | val_loss: 0.0311742 | Time: 3511.68 ms
[2022-04-21 06:02:30 main:574] : INFO : Epoch 1804 | loss: 0.0311696 | val_loss: 0.0311739 | Time: 3496.01 ms
[2022-04-21 06:02:34 main:574] : INFO : Epoch 1805 | loss: 0.0311704 | val_loss: 0.0311757 | Time: 3578.75 ms
[2022-04-21 06:02:37 main:574] : INFO : Epoch 1806 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 3499.9 ms
[2022-04-21 06:02:41 main:574] : INFO : Epoch 1807 | loss: 0.0311739 | val_loss: 0.031184 | Time: 3572.76 ms
[2022-04-21 06:02:45 main:574] : INFO : Epoch 1808 | loss: 0.0311753 | val_loss: 0.0311738 | Time: 3515.91 ms
[2022-04-21 06:02:48 main:574] : INFO : Epoch 1809 | loss: 0.0311687 | val_loss: 0.0311734 | Time: 3509.87 ms
[2022-04-21 06:02:52 main:574] : INFO : Epoch 1810 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 3516.01 ms
[2022-04-21 06:02:55 main:574] : INFO : Epoch 1811 | loss: 0.031169 | val_loss: 0.0311731 | Time: 3520.22 ms
[2022-04-21 06:02:59 main:574] : INFO : Epoch 1812 | loss: 0.0311682 | val_loss: 0.0311734 | Time: 3500.62 ms
[2022-04-21 06:03:03 main:574] : INFO : Epoch 1813 | loss: 0.0311696 | val_loss: 0.0311733 | Time: 3577.7 ms
[2022-04-21 06:03:06 main:574] : INFO : Epoch 1814 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 3520.44 ms
[2022-04-21 06:03:10 main:574] : INFO : Epoch 1815 | loss: 0.0311667 | val_loss: 0.0311718 | Time: 3507.98 ms
[2022-04-21 06:03:13 main:574] : INFO : Epoch 1816 | loss: 0.0311675 | val_loss: 0.0311763 | Time: 3450.08 ms
[2022-04-21 06:03:17 main:574] : INFO : Epoch 1817 | loss: 0.0311701 | val_loss: 0.0311784 | Time: 3462.11 ms
[2022-04-21 06:03:20 main:574] : INFO : Epoch 1818 | loss: 0.0311662 | val_loss: 0.0311745 | Time: 3497.56 ms
[2022-04-21 06:03:24 main:574] : INFO : Epoch 1819 | loss: 0.0311677 | val_loss: 0.0311727 | Time: 3449.1 ms
[2022-04-21 06:03:27 main:574] : INFO : Epoch 1820 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 3551.04 ms
[2022-04-21 06:03:31 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 3511.26 ms
[2022-04-21 06:03:35 main:574] : INFO : Epoch 1822 | loss: 0.0311681 | val_loss: 0.031171 | Time: 3489.08 ms
[2022-04-21 06:03:38 main:574] : INFO : Epoch 1823 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 3514.82 ms
[2022-04-21 06:03:42 main:574] : INFO : Epoch 1824 | loss: 0.0311662 | val_loss: 0.031171 | Time: 3455.45 ms
[2022-04-21 06:03:45 main:574] : INFO : Epoch 1825 | loss: 0.0311659 | val_loss: 0.0311709 | Time: 3515.96 ms
[2022-04-21 06:03:49 main:574] : INFO : Epoch 1826 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 3506.81 ms
[2022-04-21 06:03:52 main:574] : INFO : Epoch 1827 | loss: 0.0311658 | val_loss: 0.0311718 | Time: 3509.69 ms
[2022-04-21 06:03:56 main:574] : INFO : Epoch 1828 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 3512.31 ms
[2022-04-21 06:03:59 main:574] : INFO : Epoch 1829 | loss: 0.031168 | val_loss: 0.0311788 | Time: 3501.04 ms
[2022-04-21 06:04:03 main:574] : INFO : Epoch 1830 | loss: 0.0311748 | val_loss: 0.0311722 | Time: 3507.77 ms
[2022-04-21 06:04:07 main:574] : INFO : Epoch 1831 | loss: 0.0311669 | val_loss: 0.0311706 | Time: 3517.31 ms
[2022-04-21 06:04:10 main:574] : INFO : Epoch 1832 | loss: 0.0311645 | val_loss: 0.0311727 | Time: 3514.31 ms
[2022-04-21 06:04:14 main:574] : INFO : Epoch 1833 | loss: 0.0311654 | val_loss: 0.0311782 | Time: 3512.95 ms
[2022-04-21 06:04:17 main:574] : INFO : Epoch 1834 | loss: 0.0311687 | val_loss: 0.0311729 | Time: 3475.39 ms
[2022-04-21 06:04:21 main:574] : INFO : Epoch 1835 | loss: 0.0311671 | val_loss: 0.0311733 | Time: 3497.35 ms
[2022-04-21 06:04:24 main:574] : INFO : Epoch 1836 | loss: 0.0311697 | val_loss: 0.031176 | Time: 3489.46 ms
[2022-04-21 06:04:28 main:574] : INFO : Epoch 1837 | loss: 0.0311679 | val_loss: 0.0311712 | Time: 3473.28 ms
[2022-04-21 06:04:32 main:574] : INFO : Epoch 1838 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 3558.67 ms
[2022-04-21 06:04:35 main:574] : INFO : Epoch 1839 | loss: 0.0311656 | val_loss: 0.0311709 | Time: 3517.29 ms
[2022-04-21 06:04:39 main:574] : INFO : Epoch 1840 | loss: 0.0311646 | val_loss: 0.0311719 | Time: 3661.89 ms
[2022-04-21 06:04:42 main:574] : INFO : Epoch 1841 | loss: 0.0311657 | val_loss: 0.0311721 | Time: 3549.56 ms
[2022-04-21 06:04:46 main:574] : INFO : Epoch 1842 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 3492.18 ms
[2022-04-21 06:04:50 main:574] : INFO : Epoch 1843 | loss: 0.0311653 | val_loss: 0.0311724 | Time: 3512.75 ms
[2022-04-21 06:04:53 main:574] : INFO : Epoch 1844 | loss: 0.0311636 | val_loss: 0.0311729 | Time: 3512.75 ms
[2022-04-21 06:04:57 main:574] : INFO : Epoch 1845 | loss: 0.0311674 | val_loss: 0.0311735 | Time: 3506.01 ms
[2022-04-21 06:05:00 main:574] : INFO : Epoch 1846 | loss: 0.031167 | val_loss: 0.0311816 | Time: 3507 ms
[2022-04-21 06:05:04 main:574] : INFO : Epoch 1847 | loss: 0.031171 | val_loss: 0.0311818 | Time: 3511.56 ms
[2022-04-21 06:05:07 main:574] : INFO : Epoch 1848 | loss: 0.0311694 | val_loss: 0.0311796 | Time: 3518.03 ms
[2022-04-21 06:05:11 main:574] : INFO : Epoch 1849 | loss: 0.031169 | val_loss: 0.0311808 | Time: 3514.35 ms
[2022-04-21 06:05:14 main:574] : INFO : Epoch 1850 | loss: 0.0311675 | val_loss: 0.0311742 | Time: 3523.62 ms
[2022-04-21 06:05:18 main:574] : INFO : Epoch 1851 | loss: 0.0311674 | val_loss: 0.0311785 | Time: 3514.42 ms
[2022-04-21 06:05:22 main:574] : INFO : Epoch 1852 | loss: 0.0311681 | val_loss: 0.031174 | Time: 3504.81 ms
[2022-04-21 06:05:25 main:574] : INFO : Epoch 1853 | loss: 0.0311675 | val_loss: 0.0311747 | Time: 3514.33 ms
[2022-04-21 06:05:29 main:574] : INFO : Epoch 1854 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 3511.66 ms
[2022-04-21 06:05:32 main:574] : INFO : Epoch 1855 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 3484.87 ms
[2022-04-21 06:05:36 main:574] : INFO : Epoch 1856 | loss: 0.0311659 | val_loss: 0.031176 | Time: 3507.2 ms
[2022-04-21 06:05:39 main:574] : INFO : Epoch 1857 | loss: 0.0311684 | val_loss: 0.0311764 | Time: 3573.16 ms
[2022-04-21 06:05:43 main:574] : INFO : Epoch 1858 | loss: 0.0311671 | val_loss: 0.0311743 | Time: 3494.4 ms
[2022-04-21 06:05:47 main:574] : INFO : Epoch 1859 | loss: 0.0311662 | val_loss: 0.0311772 | Time: 3499.42 ms
[2022-04-21 06:05:50 main:574] : INFO : Epoch 1860 | loss: 0.0311691 | val_loss: 0.0311713 | Time: 3514.57 ms
[2022-04-21 06:05:54 main:574] : INFO : Epoch 1861 | loss: 0.0311686 | val_loss: 0.0311832 | Time: 3446.92 ms
[2022-04-21 06:05:57 main:574] : INFO : Epoch 1862 | loss: 0.03117 | val_loss: 0.0311843 | Time: 3480.82 ms
[2022-04-21 06:06:01 main:574] : INFO : Epoch 1863 | loss: 0.0311686 | val_loss: 0.0311755 | Time: 3481.84 ms
[2022-04-21 06:06:04 main:574] : INFO : Epoch 1864 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 3510.2 ms
[2022-04-21 06:06:08 main:574] : INFO : Epoch 1865 | loss: 0.0311682 | val_loss: 0.0311741 | Time: 3519.76 ms
[2022-04-21 06:06:11 main:574] : INFO : Epoch 1866 | loss: 0.0311699 | val_loss: 0.0311828 | Time: 3513.86 ms
[2022-04-21 06:06:15 main:574] : INFO : Epoch 1867 | loss: 0.0311676 | val_loss: 0.0311743 | Time: 3517.57 ms
[2022-04-21 06:06:19 main:574] : INFO : Epoch 1868 | loss: 0.0311681 | val_loss: 0.0311848 | Time: 3587.8 ms
[2022-04-21 06:06:22 main:574] : INFO : Epoch 1869 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 3466.98 ms
[2022-04-21 06:06:26 main:574] : INFO : Epoch 1870 | loss: 0.0311644 | val_loss: 0.0311708 | Time: 3515.26 ms
[2022-04-21 06:06:29 main:574] : INFO : Epoch 1871 | loss: 0.0311617 | val_loss: 0.0311702 | Time: 3508.19 ms
[2022-04-21 06:06:33 main:574] : INFO : Epoch 1872 | loss: 0.0311658 | val_loss: 0.0311838 | Time: 3484.27 ms
[2022-04-21 06:06:36 main:574] : INFO : Epoch 1873 | loss: 0.0311647 | val_loss: 0.0311745 | Time: 3447.18 ms
[2022-04-21 06:06:40 main:574] : INFO : Epoch 1874 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 3509.96 ms
[2022-04-21 06:06:43 main:574] : INFO : Epoch 1875 | loss: 0.0311675 | val_loss: 0.031174 | Time: 3510.47 ms
[2022-04-21 06:06:47 main:574] : INFO : Epoch 1876 | loss: 0.0311683 | val_loss: 0.0311714 | Time: 3493.65 ms
[2022-04-21 06:06:51 main:574] : INFO : Epoch 1877 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 3512.66 ms
[2022-04-21 06:06:54 main:574] : INFO : Epoch 1878 | loss: 0.0311651 | val_loss: 0.0311758 | Time: 3524.07 ms
[2022-04-21 06:06:58 main:574] : INFO : Epoch 1879 | loss: 0.0311673 | val_loss: 0.0311705 | Time: 3488.87 ms
[2022-04-21 06:07:01 main:574] : INFO : Epoch 1880 | loss: 0.0311647 | val_loss: 0.0311725 | Time: 3513.91 ms
[2022-04-21 06:07:05 main:574] : INFO : Epoch 1881 | loss: 0.0311624 | val_loss: 0.0311728 | Time: 3507.41 ms
[2022-04-21 06:07:08 main:574] : INFO : Epoch 1882 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 3508.46 ms
[2022-04-21 06:07:12 main:574] : INFO : Epoch 1883 | loss: 0.0311616 | val_loss: 0.0311711 | Time: 3497.98 ms
[2022-04-21 06:07:15 main:574] : INFO : Epoch 1884 | loss: 0.0311617 | val_loss: 0.0311713 | Time: 3511.69 ms
[2022-04-21 06:07:19 main:574] : INFO : Epoch 1885 | loss: 0.0311663 | val_loss: 0.0311742 | Time: 3509.16 ms
[2022-04-21 06:07:23 main:574] : INFO : Epoch 1886 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 3515.84 ms
[2022-04-21 06:07:26 main:574] : INFO : Epoch 1887 | loss: 0.0311633 | val_loss: 0.0311719 | Time: 3513.25 ms
[2022-04-21 06:07:30 main:574] : INFO : Epoch 1888 | loss: 0.0311634 | val_loss: 0.0311826 | Time: 3492.2 ms
[2022-04-21 06:07:33 main:574] : INFO : Epoch 1889 | loss: 0.0311631 | val_loss: 0.0311701 | Time: 3505.52 ms
[2022-04-21 06:07:37 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311702 | Time: 3511.59 ms
[2022-04-21 06:07:40 main:574] : INFO : Epoch 1891 | loss: 0.03116 | val_loss: 0.0311715 | Time: 3513.14 ms
[2022-04-21 06:07:44 main:574] : INFO : Epoch 1892 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 3515.3 ms
[2022-04-21 06:07:47 main:574] : INFO : Epoch 1893 | loss: 0.031167 | val_loss: 0.0311732 | Time: 3488.38 ms
[2022-04-21 06:07:51 main:574] : INFO : Epoch 1894 | loss: 0.0311642 | val_loss: 0.031171 | Time: 3513.26 ms
[2022-04-21 06:07:55 main:574] : INFO : Epoch 1895 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 3519.01 ms
[2022-04-21 06:07:58 main:574] : INFO : Epoch 1896 | loss: 0.031164 | val_loss: 0.0311746 | Time: 3481.01 ms
[2022-04-21 06:08:02 main:574] : INFO : Epoch 1897 | loss: 0.0311695 | val_loss: 0.0311847 | Time: 3510.41 ms
[2022-04-21 06:08:05 main:574] : INFO : Epoch 1898 | loss: 0.0311709 | val_loss: 0.0311778 | Time: 3508 ms
[2022-04-21 06:08:09 main:574] : INFO : Epoch 1899 | loss: 0.0311674 | val_loss: 0.0311699 | Time: 3479.44 ms
[2022-04-21 06:08:12 main:574] : INFO : Epoch 1900 | loss: 0.0311649 | val_loss: 0.0311711 | Time: 3510.94 ms
[2022-04-21 06:08:16 main:574] : INFO : Epoch 1901 | loss: 0.0311645 | val_loss: 0.0311734 | Time: 3511.27 ms
[2022-04-21 06:08:19 main:574] : INFO : Epoch 1902 | loss: 0.0311657 | val_loss: 0.0311699 | Time: 3511.99 ms
[2022-04-21 06:08:23 main:574] : INFO : Epoch 1903 | loss: 0.0311673 | val_loss: 0.0311726 | Time: 3518.36 ms
[2022-04-21 06:08:27 main:574] : INFO : Epoch 1904 | loss: 0.0311671 | val_loss: 0.0311734 | Time: 3507.38 ms
[2022-04-21 06:08:30 main:574] : INFO : Epoch 1905 | loss: 0.0311693 | val_loss: 0.0311678 | Time: 3518.31 ms
[2022-04-21 06:08:34 main:574] : INFO : Epoch 1906 | loss: 0.0311703 | val_loss: 0.0311709 | Time: 3505.73 ms
[2022-04-21 06:08:37 main:574] : INFO : Epoch 1907 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 3509.86 ms
[2022-04-21 06:08:41 main:574] : INFO : Epoch 1908 | loss: 0.0311763 | val_loss: 0.0311749 | Time: 3520.27 ms
[2022-04-21 06:08:44 main:574] : INFO : Epoch 1909 | loss: 0.0311719 | val_loss: 0.031172 | Time: 3516.92 ms
[2022-04-21 06:08:48 main:574] : INFO : Epoch 1910 | loss: 0.0311673 | val_loss: 0.0311695 | Time: 3510.72 ms
[2022-04-21 06:08:52 main:574] : INFO : Epoch 1911 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 3514.03 ms
[2022-04-21 06:08:55 main:574] : INFO : Epoch 1912 | loss: 0.0311675 | val_loss: 0.0311734 | Time: 3513.58 ms
[2022-04-21 06:08:59 main:574] : INFO : Epoch 1913 | loss: 0.031165 | val_loss: 0.0311704 | Time: 3431.08 ms
[2022-04-21 06:09:02 main:574] : INFO : Epoch 1914 | loss: 0.0311641 | val_loss: 0.0311709 | Time: 3514.43 ms
[2022-04-21 06:09:06 main:574] : INFO : Epoch 1915 | loss: 0.0311642 | val_loss: 0.0311722 | Time: 3514.53 ms
[2022-04-21 06:09:09 main:574] : INFO : Epoch 1916 | loss: 0.0311644 | val_loss: 0.0311717 | Time: 3510.89 ms
[2022-04-21 06:09:13 main:574] : INFO : Epoch 1917 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 3514.26 ms
[2022-04-21 06:09:16 main:574] : INFO : Epoch 1918 | loss: 0.0311628 | val_loss: 0.0311704 | Time: 3486.12 ms
[2022-04-21 06:09:20 main:574] : INFO : Epoch 1919 | loss: 0.0311625 | val_loss: 0.0311714 | Time: 3545.77 ms
[2022-04-21 06:09:24 main:574] : INFO : Epoch 1920 | loss: 0.0311625 | val_loss: 0.031171 | Time: 3490.13 ms
[2022-04-21 06:09:27 main:574] : INFO : Epoch 1921 | loss: 0.0311629 | val_loss: 0.0311744 | Time: 3515.81 ms
[2022-04-21 06:09:31 main:574] : INFO : Epoch 1922 | loss: 0.0311627 | val_loss: 0.0311711 | Time: 3514.66 ms
[2022-04-21 06:09:34 main:574] : INFO : Epoch 1923 | loss: 0.0311623 | val_loss: 0.0311749 | Time: 3510.97 ms
[2022-04-21 06:09:38 main:574] : INFO : Epoch 1924 | loss: 0.0311632 | val_loss: 0.03117 | Time: 3511.09 ms
[2022-04-21 06:09:41 main:574] : INFO : Epoch 1925 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 3515.68 ms
[2022-04-21 06:09:45 main:574] : INFO : Epoch 1926 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 3519.45 ms
[2022-04-21 06:09:49 main:574] : INFO : Epoch 1927 | loss: 0.0311619 | val_loss: 0.0311721 | Time: 3518.69 ms
[2022-04-21 06:09:52 main:574] : INFO : Epoch 1928 | loss: 0.031163 | val_loss: 0.0311701 | Time: 3504.42 ms
[2022-04-21 06:09:56 main:574] : INFO : Epoch 1929 | loss: 0.0311635 | val_loss: 0.0311712 | Time: 3512.36 ms
[2022-04-21 06:09:59 main:574] : INFO : Epoch 1930 | loss: 0.0311621 | val_loss: 0.0311709 | Time: 3508.61 ms
[2022-04-21 06:10:03 main:574] : INFO : Epoch 1931 | loss: 0.0311621 | val_loss: 0.031177 | Time: 3578.88 ms
[2022-04-21 06:10:06 main:574] : INFO : Epoch 1932 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 3494.37 ms
[2022-04-21 06:10:10 main:574] : INFO : Epoch 1933 | loss: 0.0311629 | val_loss: 0.0311714 | Time: 3517.27 ms
[2022-04-21 06:10:14 main:574] : INFO : Epoch 1934 | loss: 0.0311618 | val_loss: 0.03117 | Time: 3490.06 ms
[2022-04-21 06:10:17 main:574] : INFO : Epoch 1935 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 3488.34 ms
[2022-04-21 06:10:21 main:574] : INFO : Epoch 1936 | loss: 0.0311627 | val_loss: 0.0311706 | Time: 3506.02 ms
[2022-04-21 06:10:24 main:574] : INFO : Epoch 1937 | loss: 0.0311623 | val_loss: 0.0311693 | Time: 3503.67 ms
[2022-04-21 06:10:28 main:574] : INFO : Epoch 1938 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 3548.45 ms
[2022-04-21 06:10:31 main:574] : INFO : Epoch 1939 | loss: 0.0311611 | val_loss: 0.0311696 | Time: 3513.03 ms
[2022-04-21 06:10:35 main:574] : INFO : Epoch 1940 | loss: 0.0311612 | val_loss: 0.0311693 | Time: 3511.44 ms
[2022-04-21 06:10:39 main:574] : INFO : Epoch 1941 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 3505.78 ms
[2022-04-21 06:10:42 main:574] : INFO : Epoch 1942 | loss: 0.0311646 | val_loss: 0.0311772 | Time: 3517.76 ms
[2022-04-21 06:10:46 main:574] : INFO : Epoch 1943 | loss: 0.0311639 | val_loss: 0.0311717 | Time: 3514.75 ms
[2022-04-21 06:10:49 main:574] : INFO : Epoch 1944 | loss: 0.0311622 | val_loss: 0.0311716 | Time: 3517.42 ms
[2022-04-21 06:10:53 main:574] : INFO : Epoch 1945 | loss: 0.031163 | val_loss: 0.031172 | Time: 3522.01 ms
[2022-04-21 06:10:56 main:574] : INFO : Epoch 1946 | loss: 0.0311669 | val_loss: 0.0311705 | Time: 3510.66 ms
[2022-04-21 06:11:00 main:574] : INFO : Epoch 1947 | loss: 0.0311688 | val_loss: 0.0311704 | Time: 3520.28 ms
[2022-04-21 06:11:04 main:574] : INFO : Epoch 1948 | loss: 0.0311645 | val_loss: 0.0311717 | Time: 3491 ms
[2022-04-21 06:11:07 main:574] : INFO : Epoch 1949 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 3492.9 ms
[2022-04-21 06:11:11 main:574] : INFO : Epoch 1950 | loss: 0.0311625 | val_loss: 0.0311748 | Time: 3509.71 ms
[2022-04-21 06:11:14 main:574] : INFO : Epoch 1951 | loss: 0.0311678 | val_loss: 0.03117 | Time: 3511.41 ms
[2022-04-21 06:11:18 main:574] : INFO : Epoch 1952 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 3504.1 ms
[2022-04-21 06:11:21 main:574] : INFO : Epoch 1953 | loss: 0.031164 | val_loss: 0.0311696 | Time: 3511.73 ms
[2022-04-21 06:11:25 main:574] : INFO : Epoch 1954 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 3517.3 ms
[2022-04-21 06:11:28 main:574] : INFO : Epoch 1955 | loss: 0.0311616 | val_loss: 0.0311705 | Time: 3477.65 ms
[2022-04-21 06:11:32 main:574] : INFO : Epoch 1956 | loss: 0.0311629 | val_loss: 0.031175 | Time: 3503.94 ms
[2022-04-21 06:11:36 main:574] : INFO : Epoch 1957 | loss: 0.031162 | val_loss: 0.031173 | Time: 3519.82 ms
[2022-04-21 06:11:39 main:574] : INFO : Epoch 1958 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 3525.41 ms
[2022-04-21 06:11:43 main:574] : INFO : Epoch 1959 | loss: 0.0311609 | val_loss: 0.0311753 | Time: 3444.76 ms
[2022-04-21 06:11:46 main:574] : INFO : Epoch 1960 | loss: 0.0311607 | val_loss: 0.0311758 | Time: 3584.34 ms
[2022-04-21 06:11:50 main:574] : INFO : Epoch 1961 | loss: 0.031161 | val_loss: 0.0311818 | Time: 3513.83 ms
[2022-04-21 06:11:53 main:574] : INFO : Epoch 1962 | loss: 0.0311624 | val_loss: 0.0311736 | Time: 3517.49 ms
[2022-04-21 06:11:57 main:574] : INFO : Epoch 1963 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 3495.13 ms
[2022-04-21 06:12:01 main:574] : INFO : Epoch 1964 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 3521.47 ms
[2022-04-21 06:12:04 main:574] : INFO : Epoch 1965 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 3507.74 ms
[2022-04-21 06:12:08 main:574] : INFO : Epoch 1966 | loss: 0.0311644 | val_loss: 0.0311704 | Time: 3504.64 ms
[2022-04-21 06:12:11 main:574] : INFO : Epoch 1967 | loss: 0.0311636 | val_loss: 0.0311762 | Time: 3515.08 ms
[2022-04-21 06:12:15 main:574] : INFO : Epoch 1968 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 3520.52 ms
[2022-04-21 06:12:18 main:574] : INFO : Epoch 1969 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 3514.89 ms
[2022-04-21 06:12:22 main:574] : INFO : Epoch 1970 | loss: 0.0311642 | val_loss: 0.0311686 | Time: 3507.37 ms
[2022-04-21 06:12:26 main:574] : INFO : Epoch 1971 | loss: 0.0311657 | val_loss: 0.031175 | Time: 3510.89 ms
[2022-04-21 06:12:29 main:574] : INFO : Epoch 1972 | loss: 0.0311682 | val_loss: 0.0311758 | Time: 3508.98 ms
[2022-04-21 06:12:33 main:574] : INFO : Epoch 1973 | loss: 0.0311907 | val_loss: 0.031219 | Time: 3510.24 ms
[2022-04-21 06:12:36 main:574] : INFO : Epoch 1974 | loss: 0.0334293 | val_loss: 0.0517611 | Time: 3519.41 ms
[2022-04-21 06:12:40 main:574] : INFO : Epoch 1975 | loss: 0.038689 | val_loss: 0.0323313 | Time: 3494.54 ms
[2022-04-21 06:12:43 main:574] : INFO : Epoch 1976 | loss: 0.0334396 | val_loss: 0.0325097 | Time: 3508.75 ms
[2022-04-21 06:12:47 main:574] : INFO : Epoch 1977 | loss: 0.0317463 | val_loss: 0.0314445 | Time: 3520.9 ms
[2022-04-21 06:12:50 main:574] : INFO : Epoch 1978 | loss: 0.0313188 | val_loss: 0.0312841 | Time: 3509.6 ms
[2022-04-21 06:12:54 main:574] : INFO : Epoch 1979 | loss: 0.0312595 | val_loss: 0.0312539 | Time: 3514.07 ms
[2022-04-21 06:12:58 main:574] : INFO : Epoch 1980 | loss: 0.0312486 | val_loss: 0.031247 | Time: 3512.24 ms
[2022-04-21 06:13:01 main:574] : INFO : Epoch 1981 | loss: 0.0312454 | val_loss: 0.0312419 | Time: 3493.47 ms
[2022-04-21 06:13:05 main:574] : INFO : Epoch 1982 | loss: 0.0312421 | val_loss: 0.0312388 | Time: 3510.96 ms
[2022-04-21 06:13:08 main:574] : INFO : Epoch 1983 | loss: 0.0312396 | val_loss: 0.0312384 | Time: 3511.93 ms
[2022-04-21 06:13:12 main:574] : INFO : Epoch 1984 | loss: 0.0312393 | val_loss: 0.0312358 | Time: 3509.17 ms
[2022-04-21 06:13:15 main:574] : INFO : Epoch 1985 | loss: 0.0312361 | val_loss: 0.0312323 | Time: 3513.24 ms
[2022-04-21 06:13:19 main:574] : INFO : Epoch 1986 | loss: 0.0312331 | val_loss: 0.0312306 | Time: 3486.74 ms
[2022-04-21 06:13:23 main:574] : INFO : Epoch 1987 | loss: 0.0312303 | val_loss: 0.0312266 | Time: 3513.39 ms
[2022-04-21 06:13:26 main:574] : INFO : Epoch 1988 | loss: 0.0312265 | val_loss: 0.0312219 | Time: 3508.52 ms
[2022-04-21 06:13:30 main:574] : INFO : Epoch 1989 | loss: 0.0312221 | val_loss: 0.0312187 | Time: 3508.7 ms
[2022-04-21 06:13:33 main:574] : INFO : Epoch 1990 | loss: 0.0312187 | val_loss: 0.0312159 | Time: 3510.2 ms
[2022-04-21 06:13:37 main:574] : INFO : Epoch 1991 | loss: 0.0312161 | val_loss: 0.0312144 | Time: 3505.97 ms
[2022-04-21 06:13:40 main:574] : INFO : Epoch 1992 | loss: 0.0312146 | val_loss: 0.031211 | Time: 3517.19 ms
[2022-04-21 06:13:44 main:574] : INFO : Epoch 1993 | loss: 0.0312123 | val_loss: 0.03121 | Time: 3514.02 ms
[2022-04-21 06:13:47 main:574] : INFO : Epoch 1994 | loss: 0.0312112 | val_loss: 0.031209 | Time: 3508.62 ms
[2022-04-21 06:13:51 main:574] : INFO : Epoch 1995 | loss: 0.0312094 | val_loss: 0.0312072 | Time: 3511.58 ms
[2022-04-21 06:13:55 main:574] : INFO : Epoch 1996 | loss: 0.0312081 | val_loss: 0.0312057 | Time: 3507.61 ms
[2022-04-21 06:13:58 main:574] : INFO : Epoch 1997 | loss: 0.0312076 | val_loss: 0.0312045 | Time: 3511.7 ms
[2022-04-21 06:14:02 main:574] : INFO : Epoch 1998 | loss: 0.0312059 | val_loss: 0.0312031 | Time: 3516.45 ms
[2022-04-21 06:14:05 main:574] : INFO : Epoch 1999 | loss: 0.0312047 | val_loss: 0.0312017 | Time: 3528.19 ms
[2022-04-21 06:14:09 main:574] : INFO : Epoch 2000 | loss: 0.0312036 | val_loss: 0.0312013 | Time: 3511.56 ms
[2022-04-21 06:14:12 main:574] : INFO : Epoch 2001 | loss: 0.0312011 | val_loss: 0.0311983 | Time: 3520.12 ms
[2022-04-21 06:14:16 main:574] : INFO : Epoch 2002 | loss: 0.0311997 | val_loss: 0.0311968 | Time: 3506.14 ms
[2022-04-21 06:14:20 main:574] : INFO : Epoch 2003 | loss: 0.0311995 | val_loss: 0.0311953 | Time: 3510.71 ms
[2022-04-21 06:14:23 main:574] : INFO : Epoch 2004 | loss: 0.0311993 | val_loss: 0.031195 | Time: 3494.82 ms
[2022-04-21 06:14:27 main:574] : INFO : Epoch 2005 | loss: 0.0311946 | val_loss: 0.0311926 | Time: 3513.26 ms
[2022-04-21 06:14:30 main:574] : INFO : Epoch 2006 | loss: 0.0311929 | val_loss: 0.0311915 | Time: 3503.21 ms
[2022-04-21 06:14:34 main:574] : INFO : Epoch 2007 | loss: 0.0311919 | val_loss: 0.0311903 | Time: 3456.72 ms
[2022-04-21 06:14:37 main:574] : INFO : Epoch 2008 | loss: 0.0311915 | val_loss: 0.0311908 | Time: 3513.8 ms
[2022-04-21 06:14:41 main:574] : INFO : Epoch 2009 | loss: 0.0311918 | val_loss: 0.0311914 | Time: 3511.87 ms
[2022-04-21 06:14:44 main:574] : INFO : Epoch 2010 | loss: 0.0311896 | val_loss: 0.0311895 | Time: 3511.57 ms
[2022-04-21 06:14:48 main:574] : INFO : Epoch 2011 | loss: 0.0311916 | val_loss: 0.0311877 | Time: 3495.47 ms
[2022-04-21 06:14:52 main:574] : INFO : Epoch 2012 | loss: 0.0311933 | val_loss: 0.0311978 | Time: 3511.14 ms
[2022-04-21 06:14:55 main:574] : INFO : Epoch 2013 | loss: 0.0311893 | val_loss: 0.0311885 | Time: 3515.35 ms
[2022-04-21 06:14:59 main:574] : INFO : Epoch 2014 | loss: 0.0311867 | val_loss: 0.0311837 | Time: 3509.28 ms
[2022-04-21 06:15:02 main:574] : INFO : Epoch 2015 | loss: 0.0311845 | val_loss: 0.0311835 | Time: 3473.59 ms
[2022-04-21 06:15:06 main:574] : INFO : Epoch 2016 | loss: 0.0311861 | val_loss: 0.0311857 | Time: 3493.92 ms
[2022-04-21 06:15:09 main:574] : INFO : Epoch 2017 | loss: 0.0311881 | val_loss: 0.0311819 | Time: 3483.67 ms
[2022-04-21 06:15:13 main:574] : INFO : Epoch 2018 | loss: 0.0311885 | val_loss: 0.031184 | Time: 3512.99 ms
[2022-04-21 06:15:16 main:574] : INFO : Epoch 2019 | loss: 0.0311828 | val_loss: 0.0311818 | Time: 3513.92 ms
[2022-04-21 06:15:20 main:574] : INFO : Epoch 2020 | loss: 0.0311847 | val_loss: 0.0311881 | Time: 3512.84 ms
[2022-04-21 06:15:24 main:574] : INFO : Epoch 2021 | loss: 0.0311858 | val_loss: 0.031186 | Time: 3502.37 ms
[2022-04-21 06:15:27 main:574] : INFO : Epoch 2022 | loss: 0.0311823 | val_loss: 0.0311796 | Time: 3480.75 ms
[2022-04-21 06:15:31 main:574] : INFO : Epoch 2023 | loss: 0.03118 | val_loss: 0.031183 | Time: 3547.32 ms
[2022-04-21 06:15:34 main:574] : INFO : Epoch 2024 | loss: 0.0311812 | val_loss: 0.0311816 | Time: 3508.79 ms
[2022-04-21 06:15:38 main:574] : INFO : Epoch 2025 | loss: 0.0311803 | val_loss: 0.0311788 | Time: 3511.14 ms
[2022-04-21 06:15:41 main:574] : INFO : Epoch 2026 | loss: 0.031179 | val_loss: 0.0311817 | Time: 3488.77 ms
[2022-04-21 06:15:45 main:574] : INFO : Epoch 2027 | loss: 0.0311807 | val_loss: 0.0311834 | Time: 3494.96 ms
[2022-04-21 06:15:49 main:574] : INFO : Epoch 2028 | loss: 0.0311794 | val_loss: 0.0311793 | Time: 3512.52 ms
[2022-04-21 06:15:52 main:574] : INFO : Epoch 2029 | loss: 0.0311791 | val_loss: 0.0311873 | Time: 3517.31 ms
[2022-04-21 06:15:56 main:574] : INFO : Epoch 2030 | loss: 0.031179 | val_loss: 0.0311775 | Time: 3508.89 ms
[2022-04-21 06:15:59 main:574] : INFO : Epoch 2031 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 3523.2 ms
[2022-04-21 06:16:03 main:574] : INFO : Epoch 2032 | loss: 0.0311761 | val_loss: 0.0311777 | Time: 3513.58 ms
[2022-04-21 06:16:06 main:574] : INFO : Epoch 2033 | loss: 0.0311757 | val_loss: 0.0311776 | Time: 3513.53 ms
[2022-04-21 06:16:10 main:574] : INFO : Epoch 2034 | loss: 0.0311794 | val_loss: 0.0311767 | Time: 3511.05 ms
[2022-04-21 06:16:13 main:574] : INFO : Epoch 2035 | loss: 0.0311773 | val_loss: 0.0311759 | Time: 3521.38 ms
[2022-04-21 06:16:17 main:574] : INFO : Epoch 2036 | loss: 0.0311769 | val_loss: 0.031178 | Time: 3503 ms
[2022-04-21 06:16:21 main:574] : INFO : Epoch 2037 | loss: 0.0311751 | val_loss: 0.0311762 | Time: 3513.61 ms
[2022-04-21 06:16:34 main:574] : INFO : Epoch 2038 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 13808.5 ms
[2022-04-21 06:16:38 main:574] : INFO : Epoch 2039 | loss: 0.0311749 | val_loss: 0.0311836 | Time: 3511.06 ms
[2022-04-21 06:16:42 main:574] : INFO : Epoch 2040 | loss: 0.0311771 | val_loss: 0.0311796 | Time: 3512.07 ms
[2022-04-21 06:16:45 main:574] : INFO : Epoch 2041 | loss: 0.031176 | val_loss: 0.0311753 | Time: 3578.78 ms
[2022-04-21 06:16:49 main:574] : INFO : Epoch 2042 | loss: 0.0311751 | val_loss: 0.0311742 | Time: 3497.46 ms
[2022-04-21 06:16:52 main:574] : INFO : Epoch 2043 | loss: 0.0311735 | val_loss: 0.031174 | Time: 3559.17 ms
[2022-04-21 06:16:56 main:574] : INFO : Epoch 2044 | loss: 0.0311732 | val_loss: 0.0311735 | Time: 3481.53 ms
[2022-04-21 06:16:59 main:574] : INFO : Epoch 2045 | loss: 0.0311734 | val_loss: 0.0311771 | Time: 3505.1 ms
[2022-04-21 06:17:03 main:574] : INFO : Epoch 2046 | loss: 0.031179 | val_loss: 0.0311745 | Time: 3511.79 ms
[2022-04-21 06:17:07 main:574] : INFO : Epoch 2047 | loss: 0.0311797 | val_loss: 0.031182 | Time: 3521 ms
[2022-04-21 06:17:10 main:574] : INFO : Epoch 2048 | loss: 0.0311784 | val_loss: 0.0311877 | Time: 3512.86 ms
[2022-04-21 06:17:10 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311877
[2022-04-21 06:17:10 main:603] : INFO : Saving end state to config to file
[2022-04-21 06:17:10 main:608] : INFO : Success, exiting..
06:17:10 (14976): 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)