Task 14596331
| Name | ParityModified-1647046599-8530-3-0_0 |
| Workunit | 11618006 |
| Created | 11 Apr 2022, 0:19:26 UTC |
| Sent | 11 Apr 2022, 3:25:59 UTC |
| Report deadline | 19 Apr 2022, 3:25:59 UTC |
| Received | 11 Apr 2022, 14:37:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 21038 |
| Run time | 1 hours 27 min 9 sec |
| CPU time | 1 hours 24 min 50 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,571.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 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: 0.0311699 | val_loss: 0.0311814 | Time: 2485.63 ms
[2022-04-11 09:38:28 main:574] : INFO : Epoch 1543 | loss: 0.0311663 | val_loss: 0.031179 | Time: 2486.76 ms
[2022-04-11 09:38:31 main:574] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311785 | Time: 2486.08 ms
[2022-04-11 09:38:33 main:574] : INFO : Epoch 1545 | loss: 0.0311648 | val_loss: 0.0311796 | Time: 2490.51 ms
[2022-04-11 09:38:36 main:574] : INFO : Epoch 1546 | loss: 0.0311666 | val_loss: 0.0311797 | Time: 2493.6 ms
[2022-04-11 09:38:38 main:574] : INFO : Epoch 1547 | loss: 0.0311725 | val_loss: 0.0311782 | Time: 2485.81 ms
[2022-04-11 09:38:41 main:574] : INFO : Epoch 1548 | loss: 0.0311648 | val_loss: 0.0311798 | Time: 2492.72 ms
[2022-04-11 09:38:43 main:574] : INFO : Epoch 1549 | loss: 0.0311659 | val_loss: 0.0311864 | Time: 2487.72 ms
[2022-04-11 09:38:46 main:574] : INFO : Epoch 1550 | loss: 0.0311694 | val_loss: 0.03118 | Time: 2488.09 ms
[2022-04-11 09:38:48 main:574] : INFO : Epoch 1551 | loss: 0.0311671 | val_loss: 0.0311788 | Time: 2495.11 ms
[2022-04-11 09:38:51 main:574] : INFO : Epoch 1552 | loss: 0.031166 | val_loss: 0.0311814 | Time: 2472.83 ms
[2022-04-11 09:38:53 main:574] : INFO : Epoch 1553 | loss: 0.0311661 | val_loss: 0.0311786 | Time: 2493.81 ms
[2022-04-11 09:38:56 main:574] : INFO : Epoch 1554 | loss: 0.0311678 | val_loss: 0.0311813 | Time: 2484.33 ms
[2022-04-11 09:38:58 main:574] : INFO : Epoch 1555 | loss: 0.0311689 | val_loss: 0.0311826 | Time: 2485.14 ms
[2022-04-11 09:39:01 main:574] : INFO : Epoch 1556 | loss: 0.0311707 | val_loss: 0.0311854 | Time: 2487.81 ms
[2022-04-11 09:39:03 main:574] : INFO : Epoch 1557 | loss: 0.0311751 | val_loss: 0.0311838 | Time: 2494.01 ms
[2022-04-11 09:39:06 main:574] : INFO : Epoch 1558 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 2486.37 ms
[2022-04-11 09:39:09 main:574] : INFO : Epoch 1559 | loss: 0.031172 | val_loss: 0.031182 | Time: 2488.07 ms
[2022-04-11 09:39:11 main:574] : INFO : Epoch 1560 | loss: 0.0311715 | val_loss: 0.0311822 | Time: 2480.56 ms
[2022-04-11 09:39:14 main:574] : INFO : Epoch 1561 | loss: 0.0311707 | val_loss: 0.0311814 | Time: 2491.66 ms
[2022-04-11 09:39:16 main:574] : INFO : Epoch 1562 | loss: 0.0311727 | val_loss: 0.0311792 | Time: 2487.93 ms
[2022-04-11 09:39:19 main:574] : INFO : Epoch 1563 | loss: 0.0311719 | val_loss: 0.0311802 | Time: 2481.98 ms
[2022-04-11 09:39:21 main:574] : INFO : Epoch 1564 | loss: 0.0311703 | val_loss: 0.0311783 | Time: 2489.87 ms
[2022-04-11 09:39:24 main:574] : INFO : Epoch 1565 | loss: 0.0311703 | val_loss: 0.0311787 | Time: 2489.66 ms
[2022-04-11 09:39:26 main:574] : INFO : Epoch 1566 | loss: 0.0311683 | val_loss: 0.0311783 | Time: 2489.32 ms
[2022-04-11 09:39:29 main:574] : INFO : Epoch 1567 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 2483.49 ms
[2022-04-11 09:39:31 main:574] : INFO : Epoch 1568 | loss: 0.0311684 | val_loss: 0.0311787 | Time: 2486.63 ms
[2022-04-11 09:39:34 main:574] : INFO : Epoch 1569 | loss: 0.0311684 | val_loss: 0.03118 | Time: 2490.53 ms
[2022-04-11 09:39:36 main:574] : INFO : Epoch 1570 | loss: 0.0311697 | val_loss: 0.0311856 | Time: 2487.07 ms
[2022-04-11 09:39:39 main:574] : INFO : Epoch 1571 | loss: 0.0311684 | val_loss: 0.0311794 | Time: 2485.49 ms
[2022-04-11 09:39:41 main:574] : INFO : Epoch 1572 | loss: 0.0311683 | val_loss: 0.0311796 | Time: 2487.26 ms
[2022-04-11 09:39:44 main:574] : INFO : Epoch 1573 | loss: 0.0311708 | val_loss: 0.0311929 | Time: 2491.32 ms
[2022-04-11 09:39:46 main:574] : INFO : Epoch 1574 | loss: 0.0311764 | val_loss: 0.0311841 | Time: 2485.67 ms
[2022-04-11 09:39:49 main:574] : INFO : Epoch 1575 | loss: 0.0311689 | val_loss: 0.0311787 | Time: 2483.46 ms
[2022-04-11 09:39:51 main:574] : INFO : Epoch 1576 | loss: 0.0311669 | val_loss: 0.0311797 | Time: 2480.51 ms
[2022-04-11 09:39:54 main:574] : INFO : Epoch 1577 | loss: 0.0311679 | val_loss: 0.0311805 | Time: 2493.27 ms
[2022-04-11 09:39:56 main:574] : INFO : Epoch 1578 | loss: 0.0311681 | val_loss: 0.0311774 | Time: 2492.2 ms
[2022-04-11 09:39:59 main:574] : INFO : Epoch 1579 | loss: 0.0311651 | val_loss: 0.0311792 | Time: 2485.39 ms
[2022-04-11 09:40:02 main:574] : INFO : Epoch 1580 | loss: 0.0311662 | val_loss: 0.031177 | Time: 2484.79 ms
[2022-04-11 09:40:04 main:574] : INFO : Epoch 1581 | loss: 0.0311732 | val_loss: 0.03118 | Time: 2492.33 ms
[2022-04-11 09:40:07 main:574] : INFO : Epoch 1582 | loss: 0.0311751 | val_loss: 0.0311803 | Time: 2480.95 ms
[2022-04-11 09:40:09 main:574] : INFO : Epoch 1583 | loss: 0.0311742 | val_loss: 0.0311807 | Time: 2486.61 ms
[2022-04-11 09:40:12 main:574] : INFO : Epoch 1584 | loss: 0.0311743 | val_loss: 0.0311806 | Time: 2485.76 ms
[2022-04-11 09:40:14 main:574] : INFO : Epoch 1585 | loss: 0.031174 | val_loss: 0.0311822 | Time: 2487.07 ms
[2022-04-11 09:40:17 main:574] : INFO : Epoch 1586 | loss: 0.0311748 | val_loss: 0.0311871 | Time: 2483.37 ms
[2022-04-11 09:40:19 main:574] : INFO : Epoch 1587 | loss: 0.0311744 | val_loss: 0.0311826 | Time: 2484.36 ms
[2022-04-11 09:40:22 main:574] : INFO : Epoch 1588 | loss: 0.0311723 | val_loss: 0.0311806 | Time: 2481.59 ms
[2022-04-11 09:40:24 main:574] : INFO : Epoch 1589 | loss: 0.0311716 | val_loss: 0.0311826 | Time: 2482.23 ms
[2022-04-11 09:40:27 main:574] : INFO : Epoch 1590 | loss: 0.0311716 | val_loss: 0.0311815 | Time: 2486.64 ms
[2022-04-11 09:40:29 main:574] : INFO : Epoch 1591 | loss: 0.0311715 | val_loss: 0.0311829 | Time: 2486.82 ms
[2022-04-11 09:40:32 main:574] : INFO : Epoch 1592 | loss: 0.0311715 | val_loss: 0.0311789 | Time: 2490.94 ms
[2022-04-11 09:40:34 main:574] : INFO : Epoch 1593 | loss: 0.0311692 | val_loss: 0.0311831 | Time: 2489.29 ms
[2022-04-11 09:40:37 main:574] : INFO : Epoch 1594 | loss: 0.03117 | val_loss: 0.0311791 | Time: 2489.8 ms
[2022-04-11 09:40:39 main:574] : INFO : Epoch 1595 | loss: 0.0311692 | val_loss: 0.0311813 | Time: 2483.22 ms
[2022-04-11 09:40:42 main:574] : INFO : Epoch 1596 | loss: 0.0311696 | val_loss: 0.0311783 | Time: 2478.11 ms
[2022-04-11 09:40:44 main:574] : INFO : Epoch 1597 | loss: 0.0311677 | val_loss: 0.0311788 | Time: 2486.57 ms
[2022-04-11 09:40:47 main:574] : INFO : Epoch 1598 | loss: 0.0311697 | val_loss: 0.0311836 | Time: 2487.79 ms
[2022-04-11 09:40:49 main:574] : INFO : Epoch 1599 | loss: 0.0311688 | val_loss: 0.0311783 | Time: 2483.19 ms
[2022-04-11 09:40:52 main:574] : INFO : Epoch 1600 | loss: 0.0311691 | val_loss: 0.0311779 | Time: 2483.44 ms
[2022-04-11 09:40:55 main:574] : INFO : Epoch 1601 | loss: 0.0311687 | val_loss: 0.0311789 | Time: 2496.33 ms
[2022-04-11 09:40:57 main:574] : INFO : Epoch 1602 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 2486.59 ms
[2022-04-11 09:41:00 main:574] : INFO : Epoch 1603 | loss: 0.0311692 | val_loss: 0.0311831 | Time: 2486.05 ms
[2022-04-11 09:41:02 main:574] : INFO : Epoch 1604 | loss: 0.0311727 | val_loss: 0.031185 | Time: 2483.8 ms
[2022-04-11 09:41:05 main:574] : INFO : Epoch 1605 | loss: 0.0311715 | val_loss: 0.0311784 | Time: 2480.97 ms
[2022-04-11 09:41:07 main:574] : INFO : Epoch 1606 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 2487.52 ms
[2022-04-11 09:41:10 main:574] : INFO : Epoch 1607 | loss: 0.0311677 | val_loss: 0.0311814 | Time: 2489.68 ms
[2022-04-11 09:41:12 main:574] : INFO : Epoch 1608 | loss: 0.0311688 | val_loss: 0.0311795 | Time: 2482.07 ms
[2022-04-11 09:41:15 main:574] : INFO : Epoch 1609 | loss: 0.0311679 | val_loss: 0.0311823 | Time: 2490.47 ms
[2022-04-11 09:41:17 main:574] : INFO : Epoch 1610 | loss: 0.0311676 | val_loss: 0.0311799 | Time: 2493.81 ms
[2022-04-11 09:41:20 main:574] : INFO : Epoch 1611 | loss: 0.0311673 | val_loss: 0.0311851 | Time: 2490.37 ms
[2022-04-11 09:41:22 main:574] : INFO : Epoch 1612 | loss: 0.0311672 | val_loss: 0.0311802 | Time: 2483.37 ms
[2022-04-11 09:41:25 main:574] : INFO : Epoch 1613 | loss: 0.0311661 | val_loss: 0.0311806 | Time: 2490.5 ms
[2022-04-11 09:41:27 main:574] : INFO : Epoch 1614 | loss: 0.0311668 | val_loss: 0.031182 | Time: 2484.97 ms
[2022-04-11 09:41:30 main:574] : INFO : Epoch 1615 | loss: 0.0311664 | val_loss: 0.0311829 | Time: 2485.6 ms
[2022-04-11 09:41:32 main:574] : INFO : Epoch 1616 | loss: 0.0311679 | val_loss: 0.0311813 | Time: 2476.52 ms
[2022-04-11 09:41:35 main:574] : INFO : Epoch 1617 | loss: 0.0311672 | val_loss: 0.0311817 | Time: 2489.76 ms
[2022-04-11 09:41:37 main:574] : INFO : Epoch 1618 | loss: 0.0311686 | val_loss: 0.0311814 | Time: 2486.61 ms
[2022-04-11 09:41:40 main:574] : INFO : Epoch 1619 | loss: 0.031169 | val_loss: 0.0311814 | Time: 2492.61 ms
[2022-04-11 09:41:42 main:574] : INFO : Epoch 1620 | loss: 0.0311666 | val_loss: 0.0311788 | Time: 2483.62 ms
[2022-04-11 09:41:45 main:574] : INFO : Epoch 1621 | loss: 0.0311662 | val_loss: 0.0311806 | Time: 2488.47 ms
[2022-04-11 09:41:47 main:574] : INFO : Epoch 1622 | loss: 0.0311746 | val_loss: 0.0311864 | Time: 2482.82 ms
[2022-04-11 09:41:50 main:574] : INFO : Epoch 1623 | loss: 0.0311757 | val_loss: 0.0311842 | Time: 2489.14 ms
[2022-04-11 09:41:53 main:574] : INFO : Epoch 1624 | loss: 0.0311746 | val_loss: 0.0311836 | Time: 2483.15 ms
[2022-04-11 09:41:55 main:574] : INFO : Epoch 1625 | loss: 0.0311744 | val_loss: 0.0311833 | Time: 2489.53 ms
[2022-04-11 09:41:58 main:574] : INFO : Epoch 1626 | loss: 0.0311757 | val_loss: 0.031185 | Time: 2489.7 ms
[2022-04-11 09:42:00 main:574] : INFO : Epoch 1627 | loss: 0.0311742 | val_loss: 0.0311843 | Time: 2489.55 ms
[2022-04-11 09:42:03 main:574] : INFO : Epoch 1628 | loss: 0.0311732 | val_loss: 0.0311836 | Time: 2477.43 ms
[2022-04-11 09:42:05 main:574] : INFO : Epoch 1629 | loss: 0.0311718 | val_loss: 0.0311816 | Time: 2484.18 ms
[2022-04-11 09:42:08 main:574] : INFO : Epoch 1630 | loss: 0.0311711 | val_loss: 0.031184 | Time: 2484.45 ms
[2022-04-11 09:42:10 main:574] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311808 | Time: 2486.4 ms
[2022-04-11 09:42:13 main:574] : INFO : Epoch 1632 | loss: 0.03117 | val_loss: 0.0311807 | Time: 2487.54 ms
[2022-04-11 09:42:15 main:574] : INFO : Epoch 1633 | loss: 0.0311692 | val_loss: 0.031183 | Time: 2494.04 ms
[2022-04-11 09:42:18 main:574] : INFO : Epoch 1634 | loss: 0.0311731 | val_loss: 0.0311792 | Time: 2482.9 ms
[2022-04-11 09:42:20 main:574] : INFO : Epoch 1635 | loss: 0.0311707 | val_loss: 0.0311799 | Time: 2487.92 ms
[2022-04-11 09:42:23 main:574] : INFO : Epoch 1636 | loss: 0.0311702 | val_loss: 0.0311837 | Time: 2481.9 ms
[2022-04-11 09:42:25 main:574] : INFO : Epoch 1637 | loss: 0.031173 | val_loss: 0.0311869 | Time: 2483.01 ms
[2022-04-11 09:42:28 main:574] : INFO : Epoch 1638 | loss: 0.0311781 | val_loss: 0.0312108 | Time: 2495.14 ms
[2022-04-11 09:42:30 main:574] : INFO : Epoch 1639 | loss: 0.0314614 | val_loss: 0.0315086 | Time: 2485.39 ms
[2022-04-11 09:42:33 main:574] : INFO : Epoch 1640 | loss: 0.0338548 | val_loss: 0.0318694 | Time: 2488.85 ms
[2022-04-11 09:42:35 main:574] : INFO : Epoch 1641 | loss: 0.0351165 | val_loss: 0.033156 | Time: 2490.03 ms
[2022-04-11 09:42:38 main:574] : INFO : Epoch 1642 | loss: 0.0318431 | val_loss: 0.0314635 | Time: 2489.48 ms
[2022-04-11 09:42:41 main:574] : INFO : Epoch 1643 | loss: 0.0313027 | val_loss: 0.0312676 | Time: 2481.56 ms
[2022-04-11 09:42:43 main:574] : INFO : Epoch 1644 | loss: 0.031227 | val_loss: 0.0312023 | Time: 2486.91 ms
[2022-04-11 09:42:46 main:574] : INFO : Epoch 1645 | loss: 0.0311878 | val_loss: 0.0311866 | Time: 2488.98 ms
[2022-04-11 09:42:48 main:574] : INFO : Epoch 1646 | loss: 0.0311739 | val_loss: 0.0311809 | Time: 2486.14 ms
[2022-04-11 09:42:51 main:574] : INFO : Epoch 1647 | loss: 0.0311711 | val_loss: 0.0311797 | Time: 2482.81 ms
[2022-04-11 09:42:53 main:574] : INFO : Epoch 1648 | loss: 0.0311693 | val_loss: 0.0311844 | Time: 2485.01 ms
[2022-04-11 09:42:56 main:574] : INFO : Epoch 1649 | loss: 0.0311727 | val_loss: 0.0311827 | Time: 2489.88 ms
[2022-04-11 09:42:58 main:574] : INFO : Epoch 1650 | loss: 0.0311702 | val_loss: 0.0311804 | Time: 2481.55 ms
[2022-04-11 09:43:01 main:574] : INFO : Epoch 1651 | loss: 0.0311683 | val_loss: 0.0311789 | Time: 2493.31 ms
[2022-04-11 09:43:03 main:574] : INFO : Epoch 1652 | loss: 0.0311672 | val_loss: 0.0311797 | Time: 2479.45 ms
[2022-04-11 09:43:06 main:574] : INFO : Epoch 1653 | loss: 0.0311684 | val_loss: 0.031181 | Time: 2488.53 ms
[2022-04-11 09:43:08 main:574] : INFO : Epoch 1654 | loss: 0.0311679 | val_loss: 0.03118 | Time: 2489.43 ms
[2022-04-11 09:43:11 main:574] : INFO : Epoch 1655 | loss: 0.0311685 | val_loss: 0.0311775 | Time: 2488.33 ms
[2022-04-11 09:43:13 main:574] : INFO : Epoch 1656 | loss: 0.0311683 | val_loss: 0.0311832 | Time: 2486.17 ms
[2022-04-11 09:43:16 main:574] : INFO : Epoch 1657 | loss: 0.0311673 | val_loss: 0.0311782 | Time: 2490.95 ms
[2022-04-11 09:43:18 main:574] : INFO : Epoch 1658 | loss: 0.0311687 | val_loss: 0.0311825 | Time: 2488.25 ms
[2022-04-11 09:43:21 main:574] : INFO : Epoch 1659 | loss: 0.0311745 | val_loss: 0.0311844 | Time: 2486.95 ms
[2022-04-11 09:43:24 main:574] : INFO : Epoch 1660 | loss: 0.0311683 | val_loss: 0.0311779 | Time: 2479.69 ms
[2022-04-11 09:43:26 main:574] : INFO : Epoch 1661 | loss: 0.0311664 | val_loss: 0.0311792 | Time: 2491.19 ms
[2022-04-11 09:43:29 main:574] : INFO : Epoch 1662 | loss: 0.0311669 | val_loss: 0.0311771 | Time: 2484.04 ms
[2022-04-11 09:43:31 main:574] : INFO : Epoch 1663 | loss: 0.0311657 | val_loss: 0.0311768 | Time: 2493.85 ms
[2022-04-11 09:43:34 main:574] : INFO : Epoch 1664 | loss: 0.0311654 | val_loss: 0.0311774 | Time: 2491.37 ms
[2022-04-11 09:43:36 main:574] : INFO : Epoch 1665 | loss: 0.0311644 | val_loss: 0.031177 | Time: 2496.13 ms
[2022-04-11 09:43:39 main:574] : INFO : Epoch 1666 | loss: 0.0311658 | val_loss: 0.0311774 | Time: 2488.87 ms
[2022-04-11 09:43:41 main:574] : INFO : Epoch 1667 | loss: 0.0311678 | val_loss: 0.0311757 | Time: 2490.8 ms
[2022-04-11 09:43:44 main:574] : INFO : Epoch 1668 | loss: 0.0311676 | val_loss: 0.0311789 | Time: 2485.43 ms
[2022-04-11 09:43:46 main:574] : INFO : Epoch 1669 | loss: 0.0311658 | val_loss: 0.0311756 | Time: 2489.03 ms
[2022-04-11 09:43:49 main:574] : INFO : Epoch 1670 | loss: 0.0311658 | val_loss: 0.0311753 | Time: 2485.51 ms
[2022-04-11 09:43:51 main:574] : INFO : Epoch 1671 | loss: 0.0311656 | val_loss: 0.0311749 | Time: 2490.61 ms
[2022-04-11 09:43:54 main:574] : INFO : Epoch 1672 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 2476.58 ms
[2022-04-11 09:43:56 main:574] : INFO : Epoch 1673 | loss: 0.0311653 | val_loss: 0.0311761 | Time: 2494.48 ms
[2022-04-11 09:43:59 main:574] : INFO : Epoch 1674 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 2485.28 ms
[2022-04-11 09:44:01 main:574] : INFO : Epoch 1675 | loss: 0.0311687 | val_loss: 0.0311816 | Time: 2490.81 ms
[2022-04-11 09:44:04 main:574] : INFO : Epoch 1676 | loss: 0.0311665 | val_loss: 0.0311789 | Time: 2485.74 ms
[2022-04-11 09:44:07 main:574] : INFO : Epoch 1677 | loss: 0.0311661 | val_loss: 0.0311773 | Time: 2486.81 ms
[2022-04-11 09:44:09 main:574] : INFO : Epoch 1678 | loss: 0.0311653 | val_loss: 0.031176 | Time: 2487.69 ms
[2022-04-11 09:44:12 main:574] : INFO : Epoch 1679 | loss: 0.0311649 | val_loss: 0.0311771 | Time: 2490.36 ms
[2022-04-11 09:44:14 main:574] : INFO : Epoch 1680 | loss: 0.0311657 | val_loss: 0.0311754 | Time: 2481.04 ms
[2022-04-11 09:44:17 main:574] : INFO : Epoch 1681 | loss: 0.031165 | val_loss: 0.0311751 | Time: 2492.79 ms
[2022-04-11 09:44:19 main:574] : INFO : Epoch 1682 | loss: 0.0311651 | val_loss: 0.0311756 | Time: 2491.3 ms
[2022-04-11 09:44:22 main:574] : INFO : Epoch 1683 | loss: 0.0311666 | val_loss: 0.0311774 | Time: 2484.95 ms
[2022-04-11 09:44:24 main:574] : INFO : Epoch 1684 | loss: 0.0311655 | val_loss: 0.0311835 | Time: 2481.86 ms
[2022-04-11 09:44:27 main:574] : INFO : Epoch 1685 | loss: 0.0311669 | val_loss: 0.0311761 | Time: 2491.53 ms
[2022-04-11 09:44:29 main:574] : INFO : Epoch 1686 | loss: 0.0311655 | val_loss: 0.0311806 | Time: 2477.39 ms
[2022-04-11 09:44:32 main:574] : INFO : Epoch 1687 | loss: 0.0311661 | val_loss: 0.0311788 | Time: 2486.69 ms
[2022-04-11 09:44:35 main:574] : INFO : Epoch 1688 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 2484.55 ms
[2022-04-11 09:44:37 main:574] : INFO : Epoch 1689 | loss: 0.0311647 | val_loss: 0.0311784 | Time: 2491.21 ms
[2022-04-11 09:44:40 main:574] : INFO : Epoch 1690 | loss: 0.0311663 | val_loss: 0.031177 | Time: 2485.14 ms
[2022-04-11 09:44:42 main:574] : INFO : Epoch 1691 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 2492.99 ms
[2022-04-11 09:44:45 main:574] : INFO : Epoch 1692 | loss: 0.0311641 | val_loss: 0.0311761 | Time: 2486.15 ms
[2022-04-11 09:44:47 main:574] : INFO : Epoch 1693 | loss: 0.0311633 | val_loss: 0.0311764 | Time: 2495.85 ms
[2022-04-11 09:44:50 main:574] : INFO : Epoch 1694 | loss: 0.0311639 | val_loss: 0.0311809 | Time: 2483.38 ms
[2022-04-11 09:44:52 main:574] : INFO : Epoch 1695 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 2493.19 ms
[2022-04-11 09:44:55 main:574] : INFO : Epoch 1696 | loss: 0.0311641 | val_loss: 0.031179 | Time: 2488.54 ms
[2022-04-11 09:44:57 main:574] : INFO : Epoch 1697 | loss: 0.0311645 | val_loss: 0.0311751 | Time: 2497.72 ms
[2022-04-11 09:45:00 main:574] : INFO : Epoch 1698 | loss: 0.031165 | val_loss: 0.0311758 | Time: 2485.28 ms
[2022-04-11 09:45:02 main:574] : INFO : Epoch 1699 | loss: 0.0311656 | val_loss: 0.0311829 | Time: 2491.22 ms
[2022-04-11 09:45:05 main:574] : INFO : Epoch 1700 | loss: 0.0311673 | val_loss: 0.0311765 | Time: 2493.83 ms
[2022-04-11 09:45:08 main:574] : INFO : Epoch 1701 | loss: 0.0311639 | val_loss: 0.0311766 | Time: 2494.58 ms
[2022-04-11 09:45:10 main:574] : INFO : Epoch 1702 | loss: 0.0311642 | val_loss: 0.0311769 | Time: 2482.95 ms
[2022-04-11 09:45:13 main:574] : INFO : Epoch 1703 | loss: 0.0311644 | val_loss: 0.0311762 | Time: 2488.7 ms
[2022-04-11 09:45:15 main:574] : INFO : Epoch 1704 | loss: 0.0311648 | val_loss: 0.0311756 | Time: 2483.33 ms
[2022-04-11 09:45:18 main:574] : INFO : Epoch 1705 | loss: 0.031165 | val_loss: 0.0311821 | Time: 2484.32 ms
[2022-04-11 09:45:20 main:574] : INFO : Epoch 1706 | loss: 0.0311645 | val_loss: 0.0311756 | Time: 2483.13 ms
[2022-04-11 09:45:23 main:574] : INFO : Epoch 1707 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 2491.49 ms
[2022-04-11 09:45:25 main:574] : INFO : Epoch 1708 | loss: 0.0311639 | val_loss: 0.031176 | Time: 2484.26 ms
[2022-04-11 09:45:28 main:574] : INFO : Epoch 1709 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 2498.09 ms
[2022-04-11 09:45:30 main:574] : INFO : Epoch 1710 | loss: 0.0311635 | val_loss: 0.0311754 | Time: 2489.26 ms
[2022-04-11 09:45:33 main:574] : INFO : Epoch 1711 | loss: 0.0311627 | val_loss: 0.0311772 | Time: 2490.09 ms
[2022-04-11 09:45:36 main:574] : INFO : Epoch 1712 | loss: 0.0311628 | val_loss: 0.0311759 | Time: 2492.55 ms
[2022-04-11 09:45:38 main:574] : INFO : Epoch 1713 | loss: 0.0311628 | val_loss: 0.0311805 | Time: 2493.92 ms
[2022-04-11 09:45:41 main:574] : INFO : Epoch 1714 | loss: 0.0311649 | val_loss: 0.0311754 | Time: 2487.44 ms
[2022-04-11 09:45:43 main:574] : INFO : Epoch 1715 | loss: 0.0311642 | val_loss: 0.0311766 | Time: 2490.17 ms
[2022-04-11 09:45:46 main:574] : INFO : Epoch 1716 | loss: 0.0311642 | val_loss: 0.0311755 | Time: 2485.09 ms
[2022-04-11 09:45:48 main:574] : INFO : Epoch 1717 | loss: 0.0311638 | val_loss: 0.031176 | Time: 2486.79 ms
[2022-04-11 09:45:51 main:574] : INFO : Epoch 1718 | loss: 0.0311642 | val_loss: 0.0311751 | Time: 2489.08 ms
[2022-04-11 09:45:53 main:574] : INFO : Epoch 1719 | loss: 0.0311655 | val_loss: 0.0311765 | Time: 2490.67 ms
[2022-04-11 09:45:56 main:574] : INFO : Epoch 1720 | loss: 0.0311649 | val_loss: 0.0311749 | Time: 2486.26 ms
[2022-04-11 09:45:58 main:574] : INFO : Epoch 1721 | loss: 0.0311673 | val_loss: 0.0311883 | Time: 2490.68 ms
[2022-04-11 09:46:01 main:574] : INFO : Epoch 1722 | loss: 0.031168 | val_loss: 0.031182 | Time: 2484.28 ms
[2022-04-11 09:46:03 main:574] : INFO : Epoch 1723 | loss: 0.0311658 | val_loss: 0.0311798 | Time: 2484.14 ms
[2022-04-11 09:46:06 main:574] : INFO : Epoch 1724 | loss: 0.0311638 | val_loss: 0.0311741 | Time: 2487.06 ms
[2022-04-11 09:46:08 main:574] : INFO : Epoch 1725 | loss: 0.0311637 | val_loss: 0.0311771 | Time: 2485.27 ms
[2022-04-11 09:46:11 main:574] : INFO : Epoch 1726 | loss: 0.0311628 | val_loss: 0.0311751 | Time: 2490.1 ms
[2022-04-11 09:46:13 main:574] : INFO : Epoch 1727 | loss: 0.0311623 | val_loss: 0.0311771 | Time: 2485.29 ms
[2022-04-11 09:46:16 main:574] : INFO : Epoch 1728 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2491.46 ms
[2022-04-11 09:46:19 main:574] : INFO : Epoch 1729 | loss: 0.031163 | val_loss: 0.0311756 | Time: 2487.74 ms
[2022-04-11 09:46:21 main:574] : INFO : Epoch 1730 | loss: 0.0311615 | val_loss: 0.0311748 | Time: 2494.2 ms
[2022-04-11 09:46:24 main:574] : INFO : Epoch 1731 | loss: 0.0311609 | val_loss: 0.031177 | Time: 2481.46 ms
[2022-04-11 09:46:26 main:574] : INFO : Epoch 1732 | loss: 0.0311607 | val_loss: 0.0311755 | Time: 2489.27 ms
[2022-04-11 09:46:29 main:574] : INFO : Epoch 1733 | loss: 0.0311629 | val_loss: 0.0311808 | Time: 2495.27 ms
[2022-04-11 09:46:31 main:574] : INFO : Epoch 1734 | loss: 0.031166 | val_loss: 0.0311791 | Time: 2490.3 ms
[2022-04-11 09:46:34 main:574] : INFO : Epoch 1735 | loss: 0.031163 | val_loss: 0.0311747 | Time: 2486.82 ms
[2022-04-11 09:46:36 main:574] : INFO : Epoch 1736 | loss: 0.0311607 | val_loss: 0.0311749 | Time: 2487.32 ms
[2022-04-11 09:46:39 main:574] : INFO : Epoch 1737 | loss: 0.0311608 | val_loss: 0.0311759 | Time: 2490.65 ms
[2022-04-11 09:46:41 main:574] : INFO : Epoch 1738 | loss: 0.0311619 | val_loss: 0.0311768 | Time: 2491.76 ms
[2022-04-11 09:46:44 main:574] : INFO : Epoch 1739 | loss: 0.0311638 | val_loss: 0.0311755 | Time: 2488.72 ms
[2022-04-11 09:46:46 main:574] : INFO : Epoch 1740 | loss: 0.0311613 | val_loss: 0.0311764 | Time: 2484.11 ms
[2022-04-11 09:46:49 main:574] : INFO : Epoch 1741 | loss: 0.0311606 | val_loss: 0.0311754 | Time: 2487.93 ms
[2022-04-11 09:46:51 main:574] : INFO : Epoch 1742 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 2488.37 ms
[2022-04-11 09:46:54 main:574] : INFO : Epoch 1743 | loss: 0.0311642 | val_loss: 0.0311759 | Time: 2485.97 ms
[2022-04-11 09:46:57 main:574] : INFO : Epoch 1744 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 2485.41 ms
[2022-04-11 09:46:59 main:574] : INFO : Epoch 1745 | loss: 0.0311636 | val_loss: 0.031177 | Time: 2490.56 ms
[2022-04-11 09:47:02 main:574] : INFO : Epoch 1746 | loss: 0.0311635 | val_loss: 0.0311755 | Time: 2482.13 ms
[2022-04-11 09:47:04 main:574] : INFO : Epoch 1747 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 2492.96 ms
[2022-04-11 09:47:07 main:574] : INFO : Epoch 1748 | loss: 0.031162 | val_loss: 0.0311753 | Time: 2492.11 ms
[2022-04-11 09:47:09 main:574] : INFO : Epoch 1749 | loss: 0.0311619 | val_loss: 0.0311767 | Time: 2491.17 ms
[2022-04-11 09:47:12 main:574] : INFO : Epoch 1750 | loss: 0.0311652 | val_loss: 0.0311761 | Time: 2489.66 ms
[2022-04-11 09:47:14 main:574] : INFO : Epoch 1751 | loss: 0.0311626 | val_loss: 0.0311792 | Time: 2491.97 ms
[2022-04-11 09:47:17 main:574] : INFO : Epoch 1752 | loss: 0.0311629 | val_loss: 0.031178 | Time: 2485.3 ms
[2022-04-11 09:47:19 main:574] : INFO : Epoch 1753 | loss: 0.0311626 | val_loss: 0.0311777 | Time: 2481.71 ms
[2022-04-11 09:47:22 main:574] : INFO : Epoch 1754 | loss: 0.0311633 | val_loss: 0.0311775 | Time: 2483.55 ms
[2022-04-11 09:47:24 main:574] : INFO : Epoch 1755 | loss: 0.0311624 | val_loss: 0.0311794 | Time: 2491.78 ms
[2022-04-11 09:47:27 main:574] : INFO : Epoch 1756 | loss: 0.0311633 | val_loss: 0.0311768 | Time: 2483.3 ms
[2022-04-11 09:47:29 main:574] : INFO : Epoch 1757 | loss: 0.031162 | val_loss: 0.0311761 | Time: 2493.24 ms
[2022-04-11 09:47:32 main:574] : INFO : Epoch 1758 | loss: 0.0311612 | val_loss: 0.0311761 | Time: 2486.29 ms
[2022-04-11 09:47:35 main:574] : INFO : Epoch 1759 | loss: 0.0311602 | val_loss: 0.0311777 | Time: 2480.53 ms
[2022-04-11 09:47:37 main:574] : INFO : Epoch 1760 | loss: 0.0311608 | val_loss: 0.0311769 | Time: 2485.03 ms
[2022-04-11 09:47:40 main:574] : INFO : Epoch 1761 | loss: 0.0311603 | val_loss: 0.0311773 | Time: 2491.69 ms
[2022-04-11 09:47:42 main:574] : INFO : Epoch 1762 | loss: 0.0311594 | val_loss: 0.0311754 | Time: 2487.61 ms
[2022-04-11 09:47:45 main:574] : INFO : Epoch 1763 | loss: 0.0311601 | val_loss: 0.0311758 | Time: 2487.19 ms
[2022-04-11 09:47:47 main:574] : INFO : Epoch 1764 | loss: 0.0311603 | val_loss: 0.0311796 | Time: 2484.99 ms
[2022-04-11 09:47:50 main:574] : INFO : Epoch 1765 | loss: 0.031164 | val_loss: 0.0311807 | Time: 2489.02 ms
[2022-04-11 09:47:52 main:574] : INFO : Epoch 1766 | loss: 0.0311659 | val_loss: 0.031178 | Time: 2490.74 ms
[2022-04-11 09:47:55 main:574] : INFO : Epoch 1767 | loss: 0.0311688 | val_loss: 0.0311844 | Time: 2487.34 ms
[2022-04-11 09:47:57 main:574] : INFO : Epoch 1768 | loss: 0.0311652 | val_loss: 0.0311732 | Time: 2480.51 ms
[2022-04-11 09:48:00 main:574] : INFO : Epoch 1769 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 2493.18 ms
[2022-04-11 09:48:02 main:574] : INFO : Epoch 1770 | loss: 0.0311655 | val_loss: 0.0311799 | Time: 2483.56 ms
[2022-04-11 09:48:05 main:574] : INFO : Epoch 1771 | loss: 0.0311638 | val_loss: 0.0311776 | Time: 2484.73 ms
[2022-04-11 09:48:07 main:574] : INFO : Epoch 1772 | loss: 0.031163 | val_loss: 0.0311772 | Time: 2490.6 ms
[2022-04-11 09:48:10 main:574] : INFO : Epoch 1773 | loss: 0.0311636 | val_loss: 0.031177 | Time: 2495.11 ms
[2022-04-11 09:48:13 main:574] : INFO : Epoch 1774 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 2490.23 ms
[2022-04-11 09:48:15 main:574] : INFO : Epoch 1775 | loss: 0.0311636 | val_loss: 0.031178 | Time: 2479.45 ms
[2022-04-11 09:48:18 main:574] : INFO : Epoch 1776 | loss: 0.0311622 | val_loss: 0.0311785 | Time: 2486.65 ms
[2022-04-11 09:48:20 main:574] : INFO : Epoch 1777 | loss: 0.0311622 | val_loss: 0.0311777 | Time: 2489.9 ms
[2022-04-11 09:48:23 main:574] : INFO : Epoch 1778 | loss: 0.0311638 | val_loss: 0.0311836 | Time: 2490.92 ms
[2022-04-11 09:48:25 main:574] : INFO : Epoch 1779 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 2483.4 ms
[2022-04-11 09:48:28 main:574] : INFO : Epoch 1780 | loss: 0.0311687 | val_loss: 0.0311786 | Time: 2486.57 ms
[2022-04-11 09:48:30 main:574] : INFO : Epoch 1781 | loss: 0.0311663 | val_loss: 0.0311775 | Time: 2493.09 ms
[2022-04-11 09:48:33 main:574] : INFO : Epoch 1782 | loss: 0.0311646 | val_loss: 0.0311791 | Time: 2492.98 ms
[2022-04-11 09:48:35 main:574] : INFO : Epoch 1783 | loss: 0.031164 | val_loss: 0.0311768 | Time: 2489.64 ms
[2022-04-11 09:48:38 main:574] : INFO : Epoch 1784 | loss: 0.0311644 | val_loss: 0.0311773 | Time: 2484.74 ms
[2022-04-11 09:48:40 main:574] : INFO : Epoch 1785 | loss: 0.0311643 | val_loss: 0.0311792 | Time: 2496.56 ms
[2022-04-11 09:48:43 main:574] : INFO : Epoch 1786 | loss: 0.0311637 | val_loss: 0.0311795 | Time: 2486.55 ms
[2022-04-11 09:48:45 main:574] : INFO : Epoch 1787 | loss: 0.0311635 | val_loss: 0.031177 | Time: 2489.04 ms
[2022-04-11 09:48:48 main:574] : INFO : Epoch 1788 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 2488.8 ms
[2022-04-11 09:48:50 main:574] : INFO : Epoch 1789 | loss: 0.0311654 | val_loss: 0.0311771 | Time: 2489.02 ms
[2022-04-11 09:48:53 main:574] : INFO : Epoch 1790 | loss: 0.0311645 | val_loss: 0.0311786 | Time: 2489.21 ms
[2022-04-11 09:48:56 main:574] : INFO : Epoch 1791 | loss: 0.0311653 | val_loss: 0.0311823 | Time: 2489.31 ms
[2022-04-11 09:48:58 main:574] : INFO : Epoch 1792 | loss: 0.0311648 | val_loss: 0.03118 | Time: 2481.43 ms
[2022-04-11 09:49:01 main:574] : INFO : Epoch 1793 | loss: 0.0311646 | val_loss: 0.0311778 | Time: 2491.23 ms
[2022-04-11 09:49:03 main:574] : INFO : Epoch 1794 | loss: 0.0311664 | val_loss: 0.0311906 | Time: 2491.63 ms
[2022-04-11 09:49:06 main:574] : INFO : Epoch 1795 | loss: 0.0311656 | val_loss: 0.0311818 | Time: 2483.64 ms
[2022-04-11 09:49:08 main:574] : INFO : Epoch 1796 | loss: 0.0311647 | val_loss: 0.0311884 | Time: 2480.43 ms
[2022-04-11 09:49:11 main:574] : INFO : Epoch 1797 | loss: 0.0311661 | val_loss: 0.0311795 | Time: 2487.71 ms
[2022-04-11 09:49:13 main:574] : INFO : Epoch 1798 | loss: 0.0311635 | val_loss: 0.0311795 | Time: 2486.59 ms
[2022-04-11 09:49:16 main:574] : INFO : Epoch 1799 | loss: 0.031164 | val_loss: 0.031179 | Time: 2489.19 ms
[2022-04-11 09:49:18 main:574] : INFO : Epoch 1800 | loss: 0.0311628 | val_loss: 0.0311794 | Time: 2479.72 ms
[2022-04-11 09:49:21 main:574] : INFO : Epoch 1801 | loss: 0.0311641 | val_loss: 0.0311794 | Time: 2497.1 ms
[2022-04-11 09:49:23 main:574] : INFO : Epoch 1802 | loss: 0.0311636 | val_loss: 0.0311822 | Time: 2486.08 ms
[2022-04-11 09:49:26 main:574] : INFO : Epoch 1803 | loss: 0.0311637 | val_loss: 0.0311801 | Time: 2488.42 ms
[2022-04-11 09:49:28 main:574] : INFO : Epoch 1804 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 2486.81 ms
[2022-04-11 09:49:31 main:574] : INFO : Epoch 1805 | loss: 0.0311654 | val_loss: 0.0311837 | Time: 2492.11 ms
[2022-04-11 09:49:34 main:574] : INFO : Epoch 1806 | loss: 0.0311661 | val_loss: 0.0311773 | Time: 2488.94 ms
[2022-04-11 09:49:36 main:574] : INFO : Epoch 1807 | loss: 0.0311663 | val_loss: 0.0311835 | Time: 2489.5 ms
[2022-04-11 09:49:39 main:574] : INFO : Epoch 1808 | loss: 0.0311641 | val_loss: 0.0311774 | Time: 2487.63 ms
[2022-04-11 09:49:41 main:574] : INFO : Epoch 1809 | loss: 0.0311631 | val_loss: 0.031179 | Time: 2485.29 ms
[2022-04-11 09:49:44 main:574] : INFO : Epoch 1810 | loss: 0.031164 | val_loss: 0.0311792 | Time: 2487.39 ms
[2022-04-11 09:49:46 main:574] : INFO : Epoch 1811 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 2485.46 ms
[2022-04-11 09:49:49 main:574] : INFO : Epoch 1812 | loss: 0.0311627 | val_loss: 0.0311805 | Time: 2488.96 ms
[2022-04-11 09:49:51 main:574] : INFO : Epoch 1813 | loss: 0.031163 | val_loss: 0.031177 | Time: 2485.16 ms
[2022-04-11 09:49:54 main:574] : INFO : Epoch 1814 | loss: 0.0311614 | val_loss: 0.0311759 | Time: 2485.5 ms
[2022-04-11 09:49:56 main:574] : INFO : Epoch 1815 | loss: 0.0311612 | val_loss: 0.031177 | Time: 2490.61 ms
[2022-04-11 09:49:59 main:574] : INFO : Epoch 1816 | loss: 0.0311611 | val_loss: 0.0311775 | Time: 2483.23 ms
[2022-04-11 09:50:01 main:574] : INFO : Epoch 1817 | loss: 0.0311616 | val_loss: 0.0311782 | Time: 2495.54 ms
[2022-04-11 09:50:04 main:574] : INFO : Epoch 1818 | loss: 0.031162 | val_loss: 0.0311827 | Time: 2490.72 ms
[2022-04-11 09:50:06 main:574] : INFO : Epoch 1819 | loss: 0.0311626 | val_loss: 0.0311786 | Time: 2485.09 ms
[2022-04-11 09:50:09 main:574] : INFO : Epoch 1820 | loss: 0.0311625 | val_loss: 0.0311812 | Time: 2487.44 ms
[2022-04-11 09:50:12 main:574] : INFO : Epoch 1821 | loss: 0.0311622 | val_loss: 0.0311845 | Time: 2489.83 ms
[2022-04-11 09:50:14 main:574] : INFO : Epoch 1822 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2481.16 ms
[2022-04-11 09:50:17 main:574] : INFO : Epoch 1823 | loss: 0.0311644 | val_loss: 0.0311814 | Time: 2488.6 ms
[2022-04-11 09:50:19 main:574] : INFO : Epoch 1824 | loss: 0.0311641 | val_loss: 0.0311758 | Time: 2489.85 ms
[2022-04-11 09:50:22 main:574] : INFO : Epoch 1825 | loss: 0.0311628 | val_loss: 0.031177 | Time: 2489.92 ms
[2022-04-11 09:50:24 main:574] : INFO : Epoch 1826 | loss: 0.031163 | val_loss: 0.0311766 | Time: 2487 ms
[2022-04-11 09:50:27 main:574] : INFO : Epoch 1827 | loss: 0.0311617 | val_loss: 0.0311766 | Time: 2481.77 ms
[2022-04-11 09:50:29 main:574] : INFO : Epoch 1828 | loss: 0.0311622 | val_loss: 0.0311822 | Time: 2482.64 ms
[2022-04-11 09:50:32 main:574] : INFO : Epoch 1829 | loss: 0.0311691 | val_loss: 0.0311776 | Time: 2491.3 ms
[2022-04-11 09:50:34 main:574] : INFO : Epoch 1830 | loss: 0.0311662 | val_loss: 0.0311825 | Time: 2485 ms
[2022-04-11 09:50:37 main:574] : INFO : Epoch 1831 | loss: 0.0311668 | val_loss: 0.0311766 | Time: 2493.02 ms
[2022-04-11 09:50:39 main:574] : INFO : Epoch 1832 | loss: 0.0311633 | val_loss: 0.0311802 | Time: 2493.22 ms
[2022-04-11 09:50:42 main:574] : INFO : Epoch 1833 | loss: 0.0311641 | val_loss: 0.0311785 | Time: 2492.86 ms
[2022-04-11 09:50:44 main:574] : INFO : Epoch 1834 | loss: 0.0311623 | val_loss: 0.0311775 | Time: 2487.09 ms
[2022-04-11 09:50:47 main:574] : INFO : Epoch 1835 | loss: 0.031161 | val_loss: 0.0311793 | Time: 2490.06 ms
[2022-04-11 09:50:50 main:574] : INFO : Epoch 1836 | loss: 0.0311613 | val_loss: 0.0311793 | Time: 2486.4 ms
[2022-04-11 09:50:52 main:574] : INFO : Epoch 1837 | loss: 0.031161 | val_loss: 0.0311785 | Time: 2492.75 ms
[2022-04-11 09:50:55 main:574] : INFO : Epoch 1838 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 2485.36 ms
[2022-04-11 09:50:57 main:574] : INFO : Epoch 1839 | loss: 0.0311627 | val_loss: 0.0311765 | Time: 2491.05 ms
[2022-04-11 09:51:00 main:574] : INFO : Epoch 1840 | loss: 0.0311604 | val_loss: 0.0311801 | Time: 2486.3 ms
[2022-04-11 09:51:02 main:574] : INFO : Epoch 1841 | loss: 0.0311609 | val_loss: 0.0311793 | Time: 2489.8 ms
[2022-04-11 09:51:05 main:574] : INFO : Epoch 1842 | loss: 0.0311604 | val_loss: 0.0311779 | Time: 2482.27 ms
[2022-04-11 09:51:07 main:574] : INFO : Epoch 1843 | loss: 0.031164 | val_loss: 0.0311814 | Time: 2484.25 ms
[2022-04-11 09:51:10 main:574] : INFO : Epoch 1844 | loss: 0.031162 | val_loss: 0.0311782 | Time: 2483.96 ms
[2022-04-11 09:51:12 main:574] : INFO : Epoch 1845 | loss: 0.031161 | val_loss: 0.0311764 | Time: 2488.93 ms
[2022-04-11 09:51:15 main:574] : INFO : Epoch 1846 | loss: 0.0311602 | val_loss: 0.0311761 | Time: 2484.47 ms
[2022-04-11 09:51:17 main:574] : INFO : Epoch 1847 | loss: 0.0311599 | val_loss: 0.0311767 | Time: 2489.05 ms
[2022-04-11 09:51:20 main:574] : INFO : Epoch 1848 | loss: 0.031161 | val_loss: 0.0311785 | Time: 2481.51 ms
[2022-04-11 09:51:22 main:574] : INFO : Epoch 1849 | loss: 0.0311624 | val_loss: 0.031179 | Time: 2492.08 ms
[2022-04-11 09:51:25 main:574] : INFO : Epoch 1850 | loss: 0.031165 | val_loss: 0.0311794 | Time: 2488.58 ms
[2022-04-11 09:51:28 main:574] : INFO : Epoch 1851 | loss: 0.0311637 | val_loss: 0.0311765 | Time: 2489.13 ms
[2022-04-11 09:51:30 main:574] : INFO : Epoch 1852 | loss: 0.0311606 | val_loss: 0.0311771 | Time: 2486.05 ms
[2022-04-11 09:51:33 main:574] : INFO : Epoch 1853 | loss: 0.0311609 | val_loss: 0.0311782 | Time: 2491.44 ms
[2022-04-11 09:51:35 main:574] : INFO : Epoch 1854 | loss: 0.0311607 | val_loss: 0.0311771 | Time: 2490.13 ms
[2022-04-11 09:51:38 main:574] : INFO : Epoch 1855 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 2478.46 ms
[2022-04-11 09:51:40 main:574] : INFO : Epoch 1856 | loss: 0.031161 | val_loss: 0.0311771 | Time: 2484.79 ms
[2022-04-11 09:51:43 main:574] : INFO : Epoch 1857 | loss: 0.0311611 | val_loss: 0.0311761 | Time: 2493.32 ms
[2022-04-11 09:51:45 main:574] : INFO : Epoch 1858 | loss: 0.0311607 | val_loss: 0.031179 | Time: 2491.21 ms
[2022-04-11 09:51:48 main:574] : INFO : Epoch 1859 | loss: 0.0311607 | val_loss: 0.0311786 | Time: 2485.85 ms
[2022-04-11 09:51:50 main:574] : INFO : Epoch 1860 | loss: 0.0311623 | val_loss: 0.0311761 | Time: 2485.75 ms
[2022-04-11 09:51:53 main:574] : INFO : Epoch 1861 | loss: 0.031161 | val_loss: 0.0311775 | Time: 2485.91 ms
[2022-04-11 09:51:55 main:574] : INFO : Epoch 1862 | loss: 0.0311604 | val_loss: 0.0311768 | Time: 2486.01 ms
[2022-04-11 09:51:58 main:574] : INFO : Epoch 1863 | loss: 0.0311599 | val_loss: 0.0311769 | Time: 2487.11 ms
[2022-04-11 09:52:00 main:574] : INFO : Epoch 1864 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 2490.79 ms
[2022-04-11 09:52:03 main:574] : INFO : Epoch 1865 | loss: 0.0311633 | val_loss: 0.0311772 | Time: 2489.49 ms
[2022-04-11 09:52:06 main:574] : INFO : Epoch 1866 | loss: 0.0311635 | val_loss: 0.0311782 | Time: 2491.91 ms
[2022-04-11 09:52:08 main:574] : INFO : Epoch 1867 | loss: 0.0311669 | val_loss: 0.0311782 | Time: 2485.78 ms
[2022-04-11 09:52:11 main:574] : INFO : Epoch 1868 | loss: 0.031164 | val_loss: 0.0311799 | Time: 2493.73 ms
[2022-04-11 09:52:13 main:574] : INFO : Epoch 1869 | loss: 0.0311638 | val_loss: 0.0311781 | Time: 2492.62 ms
[2022-04-11 09:52:16 main:574] : INFO : Epoch 1870 | loss: 0.0311634 | val_loss: 0.0311765 | Time: 2488.41 ms
[2022-04-11 09:52:18 main:574] : INFO : Epoch 1871 | loss: 0.0311631 | val_loss: 0.0311781 | Time: 2482.4 ms
[2022-04-11 09:52:21 main:574] : INFO : Epoch 1872 | loss: 0.0311646 | val_loss: 0.0311813 | Time: 2485.84 ms
[2022-04-11 09:52:23 main:574] : INFO : Epoch 1873 | loss: 0.031165 | val_loss: 0.0311793 | Time: 2497.68 ms
[2022-04-11 09:52:26 main:574] : INFO : Epoch 1874 | loss: 0.0311637 | val_loss: 0.0311857 | Time: 2486.72 ms
[2022-04-11 09:52:28 main:574] : INFO : Epoch 1875 | loss: 0.0311634 | val_loss: 0.0311803 | Time: 2483.43 ms
[2022-04-11 09:52:31 main:574] : INFO : Epoch 1876 | loss: 0.0311624 | val_loss: 0.0311783 | Time: 2479.52 ms
[2022-04-11 09:52:33 main:574] : INFO : Epoch 1877 | loss: 0.0311669 | val_loss: 0.0311788 | Time: 2491.08 ms
[2022-04-11 09:52:36 main:574] : INFO : Epoch 1878 | loss: 0.0311689 | val_loss: 0.0311806 | Time: 2492.07 ms
[2022-04-11 09:52:38 main:574] : INFO : Epoch 1879 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 2491.06 ms
[2022-04-11 09:52:41 main:574] : INFO : Epoch 1880 | loss: 0.0311643 | val_loss: 0.0311773 | Time: 2475.25 ms
[2022-04-11 09:52:44 main:574] : INFO : Epoch 1881 | loss: 0.0311635 | val_loss: 0.0311788 | Time: 2496.3 ms
[2022-04-11 09:52:46 main:574] : INFO : Epoch 1882 | loss: 0.0311635 | val_loss: 0.03118 | Time: 2489.9 ms
[2022-04-11 09:52:49 main:574] : INFO : Epoch 1883 | loss: 0.0311645 | val_loss: 0.0311782 | Time: 2493.48 ms
[2022-04-11 09:52:51 main:574] : INFO : Epoch 1884 | loss: 0.0311644 | val_loss: 0.0311787 | Time: 2485.99 ms
[2022-04-11 09:52:54 main:574] : INFO : Epoch 1885 | loss: 0.0311632 | val_loss: 0.0311805 | Time: 2493.53 ms
[2022-04-11 09:52:56 main:574] : INFO : Epoch 1886 | loss: 0.031163 | val_loss: 0.0311789 | Time: 2485.55 ms
[2022-04-11 09:52:59 main:574] : INFO : Epoch 1887 | loss: 0.0311622 | val_loss: 0.0311775 | Time: 2490.17 ms
[2022-04-11 09:53:01 main:574] : INFO : Epoch 1888 | loss: 0.0311644 | val_loss: 0.0311793 | Time: 2485.05 ms
[2022-04-11 09:53:04 main:574] : INFO : Epoch 1889 | loss: 0.031165 | val_loss: 0.0311831 | Time: 2494.69 ms
[2022-04-11 09:53:06 main:574] : INFO : Epoch 1890 | loss: 0.0311651 | val_loss: 0.031178 | Time: 2494.06 ms
[2022-04-11 09:53:09 main:574] : INFO : Epoch 1891 | loss: 0.0311637 | val_loss: 0.031179 | Time: 2492.94 ms
[2022-04-11 09:53:11 main:574] : INFO : Epoch 1892 | loss: 0.0311626 | val_loss: 0.0311814 | Time: 2480.86 ms
[2022-04-11 09:53:14 main:574] : INFO : Epoch 1893 | loss: 0.0311625 | val_loss: 0.0311747 | Time: 2499.14 ms
[2022-04-11 09:53:16 main:574] : INFO : Epoch 1894 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 2494.79 ms
[2022-04-11 09:53:19 main:574] : INFO : Epoch 1895 | loss: 0.0311616 | val_loss: 0.0311758 | Time: 2490.31 ms
[2022-04-11 09:53:22 main:574] : INFO : Epoch 1896 | loss: 0.0311602 | val_loss: 0.031178 | Time: 2481.79 ms
[2022-04-11 09:53:24 main:574] : INFO : Epoch 1897 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 2495.33 ms
[2022-04-11 09:53:27 main:574] : INFO : Epoch 1898 | loss: 0.0311621 | val_loss: 0.0311786 | Time: 2485.97 ms
[2022-04-11 09:53:29 main:574] : INFO : Epoch 1899 | loss: 0.0311665 | val_loss: 0.0311792 | Time: 2486.66 ms
[2022-04-11 09:53:32 main:574] : INFO : Epoch 1900 | loss: 0.031163 | val_loss: 0.0311781 | Time: 2490.71 ms
[2022-04-11 09:53:34 main:574] : INFO : Epoch 1901 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 2498.09 ms
[2022-04-11 09:53:37 main:574] : INFO : Epoch 1902 | loss: 0.031161 | val_loss: 0.0311803 | Time: 2488.09 ms
[2022-04-11 09:53:39 main:574] : INFO : Epoch 1903 | loss: 0.0311641 | val_loss: 0.0311768 | Time: 2490.66 ms
[2022-04-11 09:53:42 main:574] : INFO : Epoch 1904 | loss: 0.0311655 | val_loss: 0.0311818 | Time: 2484.74 ms
[2022-04-11 09:53:44 main:574] : INFO : Epoch 1905 | loss: 0.0311713 | val_loss: 0.0311835 | Time: 2492.2 ms
[2022-04-11 09:53:47 main:574] : INFO : Epoch 1906 | loss: 0.0311716 | val_loss: 0.0311765 | Time: 2491.89 ms
[2022-04-11 09:53:49 main:574] : INFO : Epoch 1907 | loss: 0.0311711 | val_loss: 0.0311768 | Time: 2488.08 ms
[2022-04-11 09:53:52 main:574] : INFO : Epoch 1908 | loss: 0.0311711 | val_loss: 0.0311776 | Time: 2482.67 ms
[2022-04-11 09:53:55 main:574] : INFO : Epoch 1909 | loss: 0.0311699 | val_loss: 0.0311799 | Time: 2495.84 ms
[2022-04-11 09:53:57 main:574] : INFO : Epoch 1910 | loss: 0.0311713 | val_loss: 0.0311856 | Time: 2486.1 ms
[2022-04-11 09:54:00 main:574] : INFO : Epoch 1911 | loss: 0.0311688 | val_loss: 0.0311772 | Time: 2492.88 ms
[2022-04-11 09:54:02 main:574] : INFO : Epoch 1912 | loss: 0.0311691 | val_loss: 0.0311769 | Time: 2491.47 ms
[2022-04-11 09:54:05 main:574] : INFO : Epoch 1913 | loss: 0.0311671 | val_loss: 0.0311831 | Time: 2494.71 ms
[2022-04-11 09:54:07 main:574] : INFO : Epoch 1914 | loss: 0.0311699 | val_loss: 0.0311774 | Time: 2497.9 ms
[2022-04-11 09:54:10 main:574] : INFO : Epoch 1915 | loss: 0.0311682 | val_loss: 0.0311776 | Time: 2485.98 ms
[2022-04-11 09:54:12 main:574] : INFO : Epoch 1916 | loss: 0.0311681 | val_loss: 0.0311805 | Time: 2486.79 ms
[2022-04-11 09:54:15 main:574] : INFO : Epoch 1917 | loss: 0.0311684 | val_loss: 0.0311881 | Time: 2490.34 ms
[2022-04-11 09:54:17 main:574] : INFO : Epoch 1918 | loss: 0.0311697 | val_loss: 0.0311814 | Time: 2485.78 ms
[2022-04-11 09:54:20 main:574] : INFO : Epoch 1919 | loss: 0.0311699 | val_loss: 0.0311845 | Time: 2488.49 ms
[2022-04-11 09:54:23 main:574] : INFO : Epoch 1920 | loss: 0.031168 | val_loss: 0.0311769 | Time: 2490.19 ms
[2022-04-11 09:54:25 main:574] : INFO : Epoch 1921 | loss: 0.031168 | val_loss: 0.031178 | Time: 2493.68 ms
[2022-04-11 09:54:28 main:574] : INFO : Epoch 1922 | loss: 0.0311684 | val_loss: 0.0311812 | Time: 2485.73 ms
[2022-04-11 09:54:30 main:574] : INFO : Epoch 1923 | loss: 0.0311651 | val_loss: 0.0311778 | Time: 2491.88 ms
[2022-04-11 09:54:33 main:574] : INFO : Epoch 1924 | loss: 0.0311659 | val_loss: 0.0311798 | Time: 2496.02 ms
[2022-04-11 09:54:35 main:574] : INFO : Epoch 1925 | loss: 0.031164 | val_loss: 0.031177 | Time: 2488.29 ms
[2022-04-11 09:54:38 main:574] : INFO : Epoch 1926 | loss: 0.031167 | val_loss: 0.03118 | Time: 2490.73 ms
[2022-04-11 09:54:40 main:574] : INFO : Epoch 1927 | loss: 0.0311665 | val_loss: 0.0311796 | Time: 2490.32 ms
[2022-04-11 09:54:43 main:574] : INFO : Epoch 1928 | loss: 0.0311662 | val_loss: 0.0311784 | Time: 2486.52 ms
[2022-04-11 09:54:46 main:574] : INFO : Epoch 1929 | loss: 0.0311669 | val_loss: 0.0311775 | Time: 2490.85 ms
[2022-04-11 09:54:48 main:574] : INFO : Epoch 1930 | loss: 0.0311679 | val_loss: 0.0311778 | Time: 2493.19 ms
[2022-04-11 09:54:51 main:574] : INFO : Epoch 1931 | loss: 0.0311645 | val_loss: 0.0311768 | Time: 2493.68 ms
[2022-04-11 09:54:53 main:574] : INFO : Epoch 1932 | loss: 0.0311641 | val_loss: 0.0311786 | Time: 2486.76 ms
[2022-04-11 09:54:56 main:574] : INFO : Epoch 1933 | loss: 0.0311653 | val_loss: 0.0311785 | Time: 2489.77 ms
[2022-04-11 09:54:58 main:574] : INFO : Epoch 1934 | loss: 0.0311664 | val_loss: 0.0311794 | Time: 2492.93 ms
[2022-04-11 09:55:01 main:574] : INFO : Epoch 1935 | loss: 0.031164 | val_loss: 0.0311797 | Time: 2488 ms
[2022-04-11 09:55:03 main:574] : INFO : Epoch 1936 | loss: 0.0311638 | val_loss: 0.0311834 | Time: 2489.76 ms
[2022-04-11 09:55:06 main:574] : INFO : Epoch 1937 | loss: 0.0311673 | val_loss: 0.0311823 | Time: 2488.68 ms
[2022-04-11 09:55:08 main:574] : INFO : Epoch 1938 | loss: 0.0311695 | val_loss: 0.031178 | Time: 2492.18 ms
[2022-04-11 09:55:11 main:574] : INFO : Epoch 1939 | loss: 0.0311665 | val_loss: 0.0311817 | Time: 2494.8 ms
[2022-04-11 09:55:14 main:574] : INFO : Epoch 1940 | loss: 0.031167 | val_loss: 0.0311788 | Time: 2491.5 ms
[2022-04-11 09:55:16 main:574] : INFO : Epoch 1941 | loss: 0.0311645 | val_loss: 0.0311777 | Time: 2499.52 ms
[2022-04-11 09:55:19 main:574] : INFO : Epoch 1942 | loss: 0.0311634 | val_loss: 0.0311796 | Time: 2491.56 ms
[2022-04-11 09:55:21 main:574] : INFO : Epoch 1943 | loss: 0.0311639 | val_loss: 0.0311774 | Time: 2490.7 ms
[2022-04-11 09:55:24 main:574] : INFO : Epoch 1944 | loss: 0.0311638 | val_loss: 0.0311851 | Time: 2477.6 ms
[2022-04-11 09:55:26 main:574] : INFO : Epoch 1945 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 2495.35 ms
[2022-04-11 09:55:29 main:574] : INFO : Epoch 1946 | loss: 0.0311663 | val_loss: 0.0311859 | Time: 2493.73 ms
[2022-04-11 09:55:31 main:574] : INFO : Epoch 1947 | loss: 0.0311661 | val_loss: 0.0311792 | Time: 2495.01 ms
[2022-04-11 09:55:34 main:574] : INFO : Epoch 1948 | loss: 0.0311638 | val_loss: 0.0311811 | Time: 2484.82 ms
[2022-04-11 09:55:37 main:574] : INFO : Epoch 1949 | loss: 0.0311628 | val_loss: 0.031176 | Time: 2491.63 ms
[2022-04-11 09:55:39 main:574] : INFO : Epoch 1950 | loss: 0.0311626 | val_loss: 0.031178 | Time: 2486.01 ms
[2022-04-11 09:55:42 main:574] : INFO : Epoch 1951 | loss: 0.0311632 | val_loss: 0.0311785 | Time: 2488.75 ms
[2022-04-11 09:55:44 main:574] : INFO : Epoch 1952 | loss: 0.031164 | val_loss: 0.0311808 | Time: 2480.08 ms
[2022-04-11 09:55:47 main:574] : INFO : Epoch 1953 | loss: 0.0311614 | val_loss: 0.0311801 | Time: 2495.53 ms
[2022-04-11 09:55:49 main:574] : INFO : Epoch 1954 | loss: 0.0311627 | val_loss: 0.0311782 | Time: 2490.52 ms
[2022-04-11 09:55:52 main:574] : INFO : Epoch 1955 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 2487.73 ms
[2022-04-11 09:55:54 main:574] : INFO : Epoch 1956 | loss: 0.0311653 | val_loss: 0.0311869 | Time: 2477.15 ms
[2022-04-11 09:55:57 main:574] : INFO : Epoch 1957 | loss: 0.0311644 | val_loss: 0.0311781 | Time: 2495.71 ms
[2022-04-11 09:55:59 main:574] : INFO : Epoch 1958 | loss: 0.0311623 | val_loss: 0.0311776 | Time: 2492.98 ms
[2022-04-11 09:56:02 main:574] : INFO : Epoch 1959 | loss: 0.031165 | val_loss: 0.0311813 | Time: 2487.42 ms
[2022-04-11 09:56:04 main:574] : INFO : Epoch 1960 | loss: 0.0311633 | val_loss: 0.0311822 | Time: 2489.25 ms
[2022-04-11 09:56:07 main:574] : INFO : Epoch 1961 | loss: 0.0311619 | val_loss: 0.0311778 | Time: 2486.8 ms
[2022-04-11 09:56:09 main:574] : INFO : Epoch 1962 | loss: 0.0311623 | val_loss: 0.0311767 | Time: 2488.08 ms
[2022-04-11 09:56:12 main:574] : INFO : Epoch 1963 | loss: 0.0311618 | val_loss: 0.0311765 | Time: 2487.09 ms
[2022-04-11 09:56:14 main:574] : INFO : Epoch 1964 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2481.32 ms
[2022-04-11 09:56:17 main:574] : INFO : Epoch 1965 | loss: 0.0311621 | val_loss: 0.0311785 | Time: 2490.46 ms
[2022-04-11 09:56:20 main:574] : INFO : Epoch 1966 | loss: 0.0311611 | val_loss: 0.0311785 | Time: 2489.16 ms
[2022-04-11 09:56:22 main:574] : INFO : Epoch 1967 | loss: 0.0311638 | val_loss: 0.0311775 | Time: 2491.1 ms
[2022-04-11 09:56:25 main:574] : INFO : Epoch 1968 | loss: 0.031161 | val_loss: 0.0311779 | Time: 2485.74 ms
[2022-04-11 09:56:27 main:574] : INFO : Epoch 1969 | loss: 0.0311609 | val_loss: 0.0311763 | Time: 2489.48 ms
[2022-04-11 09:56:30 main:574] : INFO : Epoch 1970 | loss: 0.0311614 | val_loss: 0.0311774 | Time: 2487.4 ms
[2022-04-11 09:56:32 main:574] : INFO : Epoch 1971 | loss: 0.0311611 | val_loss: 0.0311782 | Time: 2494.11 ms
[2022-04-11 09:56:35 main:574] : INFO : Epoch 1972 | loss: 0.0311607 | val_loss: 0.031177 | Time: 2485.91 ms
[2022-04-11 09:56:37 main:574] : INFO : Epoch 1973 | loss: 0.0311601 | val_loss: 0.0311805 | Time: 2493.38 ms
[2022-04-11 09:56:40 main:574] : INFO : Epoch 1974 | loss: 0.0311611 | val_loss: 0.0311762 | Time: 2485.94 ms
[2022-04-11 09:56:42 main:574] : INFO : Epoch 1975 | loss: 0.0311643 | val_loss: 0.0311799 | Time: 2486.22 ms
[2022-04-11 09:56:45 main:574] : INFO : Epoch 1976 | loss: 0.0311648 | val_loss: 0.0311793 | Time: 2484.91 ms
[2022-04-11 09:56:47 main:574] : INFO : Epoch 1977 | loss: 0.0311649 | val_loss: 0.0311838 | Time: 2493.75 ms
[2022-04-11 09:56:50 main:574] : INFO : Epoch 1978 | loss: 0.0311716 | val_loss: 0.0311896 | Time: 2487.93 ms
[2022-04-11 09:56:52 main:574] : INFO : Epoch 1979 | loss: 0.0311658 | val_loss: 0.0311801 | Time: 2489.24 ms
[2022-04-11 09:56:55 main:574] : INFO : Epoch 1980 | loss: 0.0311643 | val_loss: 0.0311801 | Time: 2489.06 ms
[2022-04-11 09:56:58 main:574] : INFO : Epoch 1981 | loss: 0.0311663 | val_loss: 0.031187 | Time: 2485.31 ms
[2022-04-11 09:57:00 main:574] : INFO : Epoch 1982 | loss: 0.031168 | val_loss: 0.0311847 | Time: 2492.22 ms
[2022-04-11 09:57:03 main:574] : INFO : Epoch 1983 | loss: 0.0311651 | val_loss: 0.0311803 | Time: 2494.93 ms
[2022-04-11 09:57:05 main:574] : INFO : Epoch 1984 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 2490.95 ms
[2022-04-11 09:57:08 main:574] : INFO : Epoch 1985 | loss: 0.0311687 | val_loss: 0.0311796 | Time: 2490.46 ms
[2022-04-11 09:57:10 main:574] : INFO : Epoch 1986 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 2487.92 ms
[2022-04-11 09:57:13 main:574] : INFO : Epoch 1987 | loss: 0.0311606 | val_loss: 0.0311784 | Time: 2493.19 ms
[2022-04-11 09:57:15 main:574] : INFO : Epoch 1988 | loss: 0.0311602 | val_loss: 0.0311765 | Time: 2486.65 ms
[2022-04-11 09:57:18 main:574] : INFO : Epoch 1989 | loss: 0.031163 | val_loss: 0.0311797 | Time: 2488.98 ms
[2022-04-11 09:57:20 main:574] : INFO : Epoch 1990 | loss: 0.0311606 | val_loss: 0.0311776 | Time: 2490.12 ms
[2022-04-11 09:57:23 main:574] : INFO : Epoch 1991 | loss: 0.0311605 | val_loss: 0.0311787 | Time: 2484.54 ms
[2022-04-11 09:57:25 main:574] : INFO : Epoch 1992 | loss: 0.0311631 | val_loss: 0.0311785 | Time: 2486.9 ms
[2022-04-11 09:57:28 main:574] : INFO : Epoch 1993 | loss: 0.0311619 | val_loss: 0.0311781 | Time: 2484.49 ms
[2022-04-11 09:57:30 main:574] : INFO : Epoch 1994 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 2484.92 ms
[2022-04-11 09:57:33 main:574] : INFO : Epoch 1995 | loss: 0.0311624 | val_loss: 0.031177 | Time: 2490.62 ms
[2022-04-11 09:57:36 main:574] : INFO : Epoch 1996 | loss: 0.0311657 | val_loss: 0.031178 | Time: 2489.23 ms
[2022-04-11 09:57:38 main:574] : INFO : Epoch 1997 | loss: 0.0311626 | val_loss: 0.031181 | Time: 2489.6 ms
[2022-04-11 09:57:41 main:574] : INFO : Epoch 1998 | loss: 0.0311632 | val_loss: 0.0311784 | Time: 2491.96 ms
[2022-04-11 09:57:43 main:574] : INFO : Epoch 1999 | loss: 0.0311626 | val_loss: 0.0311926 | Time: 2497.74 ms
[2022-04-11 09:57:46 main:574] : INFO : Epoch 2000 | loss: 0.0311633 | val_loss: 0.0311774 | Time: 2482.41 ms
[2022-04-11 09:57:48 main:574] : INFO : Epoch 2001 | loss: 0.0311635 | val_loss: 0.0311819 | Time: 2499.84 ms
[2022-04-11 09:57:51 main:574] : INFO : Epoch 2002 | loss: 0.0311623 | val_loss: 0.0311793 | Time: 2499.36 ms
[2022-04-11 09:57:53 main:574] : INFO : Epoch 2003 | loss: 0.031162 | val_loss: 0.0311794 | Time: 2490.01 ms
[2022-04-11 09:57:56 main:574] : INFO : Epoch 2004 | loss: 0.0311617 | val_loss: 0.0311793 | Time: 2482.55 ms
[2022-04-11 09:57:58 main:574] : INFO : Epoch 2005 | loss: 0.0311624 | val_loss: 0.0311788 | Time: 2497.4 ms
[2022-04-11 09:58:01 main:574] : INFO : Epoch 2006 | loss: 0.0311613 | val_loss: 0.0311784 | Time: 2490.18 ms
[2022-04-11 09:58:04 main:574] : INFO : Epoch 2007 | loss: 0.0311599 | val_loss: 0.0311782 | Time: 2487.79 ms
[2022-04-11 09:58:06 main:574] : INFO : Epoch 2008 | loss: 0.0311602 | val_loss: 0.0311757 | Time: 2485.76 ms
[2022-04-11 09:58:09 main:574] : INFO : Epoch 2009 | loss: 0.0311603 | val_loss: 0.0311833 | Time: 2492.36 ms
[2022-04-11 09:58:11 main:574] : INFO : Epoch 2010 | loss: 0.0311596 | val_loss: 0.0311799 | Time: 2491.43 ms
[2022-04-11 09:58:14 main:574] : INFO : Epoch 2011 | loss: 0.0311604 | val_loss: 0.0311759 | Time: 2488.17 ms
[2022-04-11 09:58:16 main:574] : INFO : Epoch 2012 | loss: 0.0311615 | val_loss: 0.0311781 | Time: 2485.09 ms
[2022-04-11 09:58:19 main:574] : INFO : Epoch 2013 | loss: 0.031161 | val_loss: 0.0311799 | Time: 2486.29 ms
[2022-04-11 09:58:21 main:574] : INFO : Epoch 2014 | loss: 0.031161 | val_loss: 0.0311774 | Time: 2488.22 ms
[2022-04-11 09:58:24 main:574] : INFO : Epoch 2015 | loss: 0.0311629 | val_loss: 0.0311778 | Time: 2496.96 ms
[2022-04-11 09:58:26 main:574] : INFO : Epoch 2016 | loss: 0.0311613 | val_loss: 0.0311772 | Time: 2483.59 ms
[2022-04-11 09:58:29 main:574] : INFO : Epoch 2017 | loss: 0.0311606 | val_loss: 0.0311785 | Time: 2493.69 ms
[2022-04-11 09:58:31 main:574] : INFO : Epoch 2018 | loss: 0.0311604 | val_loss: 0.0311773 | Time: 2489.6 ms
[2022-04-11 09:58:34 main:574] : INFO : Epoch 2019 | loss: 0.0311595 | val_loss: 0.0311765 | Time: 2487.31 ms
[2022-04-11 09:58:36 main:574] : INFO : Epoch 2020 | loss: 0.0311625 | val_loss: 0.0311844 | Time: 2480.44 ms
[2022-04-11 09:58:39 main:574] : INFO : Epoch 2021 | loss: 0.031164 | val_loss: 0.0311795 | Time: 2495.24 ms
[2022-04-11 09:58:41 main:574] : INFO : Epoch 2022 | loss: 0.0311608 | val_loss: 0.0311787 | Time: 2493.41 ms
[2022-04-11 09:58:44 main:574] : INFO : Epoch 2023 | loss: 0.0311589 | val_loss: 0.0311774 | Time: 2488.81 ms
[2022-04-11 09:58:47 main:574] : INFO : Epoch 2024 | loss: 0.0311626 | val_loss: 0.0311801 | Time: 2486.43 ms
[2022-04-11 09:58:49 main:574] : INFO : Epoch 2025 | loss: 0.0311614 | val_loss: 0.0311752 | Time: 2490.05 ms
[2022-04-11 09:58:52 main:574] : INFO : Epoch 2026 | loss: 0.0311606 | val_loss: 0.0311827 | Time: 2488.58 ms
[2022-04-11 09:58:54 main:574] : INFO : Epoch 2027 | loss: 0.0311602 | val_loss: 0.0311768 | Time: 2483.19 ms
[2022-04-11 09:58:57 main:574] : INFO : Epoch 2028 | loss: 0.0311585 | val_loss: 0.031177 | Time: 2486.68 ms
[2022-04-11 09:58:59 main:574] : INFO : Epoch 2029 | loss: 0.0311583 | val_loss: 0.0311768 | Time: 2500.18 ms
[2022-04-11 09:59:02 main:574] : INFO : Epoch 2030 | loss: 0.0311591 | val_loss: 0.0311772 | Time: 2487.44 ms
[2022-04-11 09:59:04 main:574] : INFO : Epoch 2031 | loss: 0.0311595 | val_loss: 0.0311749 | Time: 2491.4 ms
[2022-04-11 09:59:07 main:574] : INFO : Epoch 2032 | loss: 0.0311635 | val_loss: 0.0311863 | Time: 2484.35 ms
[2022-04-11 09:59:09 main:574] : INFO : Epoch 2033 | loss: 0.031179 | val_loss: 0.0311937 | Time: 2487.32 ms
[2022-04-11 09:59:12 main:574] : INFO : Epoch 2034 | loss: 0.0311843 | val_loss: 0.0311841 | Time: 2492.96 ms
[2022-04-11 09:59:14 main:574] : INFO : Epoch 2035 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2491.61 ms
[2022-04-11 09:59:17 main:574] : INFO : Epoch 2036 | loss: 0.0311721 | val_loss: 0.0311869 | Time: 2484.8 ms
[2022-04-11 09:59:19 main:574] : INFO : Epoch 2037 | loss: 0.031171 | val_loss: 0.0311764 | Time: 2486.19 ms
[2022-04-11 09:59:22 main:574] : INFO : Epoch 2038 | loss: 0.0311664 | val_loss: 0.0311766 | Time: 2485.54 ms
[2022-04-11 09:59:25 main:574] : INFO : Epoch 2039 | loss: 0.0311637 | val_loss: 0.0311768 | Time: 2489.19 ms
[2022-04-11 09:59:27 main:574] : INFO : Epoch 2040 | loss: 0.0311636 | val_loss: 0.0311774 | Time: 2484.69 ms
[2022-04-11 09:59:30 main:574] : INFO : Epoch 2041 | loss: 0.0311637 | val_loss: 0.0311775 | Time: 2486.24 ms
[2022-04-11 09:59:32 main:574] : INFO : Epoch 2042 | loss: 0.0311622 | val_loss: 0.0311773 | Time: 2483.85 ms
[2022-04-11 09:59:35 main:574] : INFO : Epoch 2043 | loss: 0.0311618 | val_loss: 0.0311766 | Time: 2490.45 ms
[2022-04-11 09:59:37 main:574] : INFO : Epoch 2044 | loss: 0.0311668 | val_loss: 0.0311897 | Time: 2490.22 ms
[2022-04-11 09:59:40 main:574] : INFO : Epoch 2045 | loss: 0.0311637 | val_loss: 0.0311782 | Time: 2497.64 ms
[2022-04-11 09:59:42 main:574] : INFO : Epoch 2046 | loss: 0.031164 | val_loss: 0.0311755 | Time: 2487.96 ms
[2022-04-11 09:59:45 main:574] : INFO : Epoch 2047 | loss: 0.0311636 | val_loss: 0.0311784 | Time: 2483.5 ms
[2022-04-11 09:59:47 main:574] : INFO : Epoch 2048 | loss: 0.0311634 | val_loss: 0.0311798 | Time: 2489.1 ms
[2022-04-11 09:59:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311798
[2022-04-11 09:59:47 main:603] : INFO : Saving end state to config to file
[2022-04-11 09:59:48 main:608] : INFO : Success, exiting..
09:59:48 (4700): 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)