Task 10570500
| Name | ParityModified-1638637159-14339-2-0_0 |
| Workunit | 7903088 |
| Created | 8 Jan 2022, 14:48:45 UTC |
| Sent | 25 Jan 2022, 19:35:27 UTC |
| Report deadline | 2 Feb 2022, 19:35:27 UTC |
| Received | 26 Jan 2022, 9:36:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18384 |
| Run time | 4 hours 59 min 46 sec |
| CPU time | 4 hours 55 min 48 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,880.04 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 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: 0.031165 | val_loss: 0.0311751 | Time: 5380.51 ms
[2022-01-26 02:16:25 main:574] : INFO : Epoch 1543 | loss: 0.0311703 | val_loss: 0.0311789 | Time: 5974.81 ms
[2022-01-26 02:16:31 main:574] : INFO : Epoch 1544 | loss: 0.0311776 | val_loss: 0.0311758 | Time: 6186.06 ms
[2022-01-26 02:16:38 main:574] : INFO : Epoch 1545 | loss: 0.0311712 | val_loss: 0.0311737 | Time: 6685.55 ms
[2022-01-26 02:16:45 main:574] : INFO : Epoch 1546 | loss: 0.0311708 | val_loss: 0.0311754 | Time: 7264.34 ms
[2022-01-26 02:16:53 main:574] : INFO : Epoch 1547 | loss: 0.0311726 | val_loss: 0.0311787 | Time: 7602.7 ms
[2022-01-26 02:17:30 main:574] : INFO : Epoch 1548 | loss: 0.0311731 | val_loss: 0.0311783 | Time: 36907.5 ms
[2022-01-26 02:17:36 main:574] : INFO : Epoch 1549 | loss: 0.031173 | val_loss: 0.0311727 | Time: 6092.36 ms
[2022-01-26 02:17:42 main:574] : INFO : Epoch 1550 | loss: 0.0311682 | val_loss: 0.0311732 | Time: 6069.88 ms
[2022-01-26 02:17:48 main:574] : INFO : Epoch 1551 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 6050.99 ms
[2022-01-26 02:17:54 main:574] : INFO : Epoch 1552 | loss: 0.03117 | val_loss: 0.0311725 | Time: 6212.5 ms
[2022-01-26 02:18:10 main:574] : INFO : Epoch 1553 | loss: 0.0311679 | val_loss: 0.0311734 | Time: 16090.4 ms
[2022-01-26 02:18:16 main:574] : INFO : Epoch 1554 | loss: 0.0311682 | val_loss: 0.0311724 | Time: 6086.57 ms
[2022-01-26 02:18:22 main:574] : INFO : Epoch 1555 | loss: 0.0311668 | val_loss: 0.0311727 | Time: 5543.14 ms
[2022-01-26 02:18:28 main:574] : INFO : Epoch 1556 | loss: 0.0311663 | val_loss: 0.0311764 | Time: 6110.42 ms
[2022-01-26 02:18:34 main:574] : INFO : Epoch 1557 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 5631.6 ms
[2022-01-26 02:18:39 main:574] : INFO : Epoch 1558 | loss: 0.0311663 | val_loss: 0.0311736 | Time: 5695.52 ms
[2022-01-26 02:18:45 main:574] : INFO : Epoch 1559 | loss: 0.031166 | val_loss: 0.031174 | Time: 5663.25 ms
[2022-01-26 02:18:51 main:574] : INFO : Epoch 1560 | loss: 0.031167 | val_loss: 0.0311757 | Time: 5957.35 ms
[2022-01-26 02:18:57 main:574] : INFO : Epoch 1561 | loss: 0.0311662 | val_loss: 0.0311712 | Time: 6146.1 ms
[2022-01-26 02:19:03 main:574] : INFO : Epoch 1562 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 6067.54 ms
[2022-01-26 02:19:10 main:574] : INFO : Epoch 1563 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 7084.69 ms
[2022-01-26 02:19:18 main:574] : INFO : Epoch 1564 | loss: 0.0311666 | val_loss: 0.0311717 | Time: 7272.28 ms
[2022-01-26 02:19:24 main:574] : INFO : Epoch 1565 | loss: 0.0311664 | val_loss: 0.0311727 | Time: 6385.68 ms
[2022-01-26 02:19:30 main:574] : INFO : Epoch 1566 | loss: 0.031167 | val_loss: 0.0311741 | Time: 5968.73 ms
[2022-01-26 02:19:36 main:574] : INFO : Epoch 1567 | loss: 0.0311677 | val_loss: 0.0311749 | Time: 6264.57 ms
[2022-01-26 02:19:42 main:574] : INFO : Epoch 1568 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 5850.02 ms
[2022-01-26 02:19:48 main:574] : INFO : Epoch 1569 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 6012.67 ms
[2022-01-26 02:19:54 main:574] : INFO : Epoch 1570 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 5650.19 ms
[2022-01-26 02:19:59 main:574] : INFO : Epoch 1571 | loss: 0.0311664 | val_loss: 0.0311717 | Time: 5657.11 ms
[2022-01-26 02:20:05 main:574] : INFO : Epoch 1572 | loss: 0.0311647 | val_loss: 0.0311719 | Time: 6059.42 ms
[2022-01-26 02:20:11 main:574] : INFO : Epoch 1573 | loss: 0.0311645 | val_loss: 0.031173 | Time: 5672.87 ms
[2022-01-26 02:20:17 main:574] : INFO : Epoch 1574 | loss: 0.0311654 | val_loss: 0.0311726 | Time: 5691.65 ms
[2022-01-26 02:20:22 main:574] : INFO : Epoch 1575 | loss: 0.0311674 | val_loss: 0.0311774 | Time: 5647.66 ms
[2022-01-26 02:20:28 main:574] : INFO : Epoch 1576 | loss: 0.0311731 | val_loss: 0.0311748 | Time: 5859.77 ms
[2022-01-26 02:20:34 main:574] : INFO : Epoch 1577 | loss: 0.0311724 | val_loss: 0.0311715 | Time: 6042.03 ms
[2022-01-26 02:20:41 main:574] : INFO : Epoch 1578 | loss: 0.0311702 | val_loss: 0.0311709 | Time: 6188.15 ms
[2022-01-26 02:20:46 main:574] : INFO : Epoch 1579 | loss: 0.0311689 | val_loss: 0.0311719 | Time: 5840.4 ms
[2022-01-26 02:20:52 main:574] : INFO : Epoch 1580 | loss: 0.031167 | val_loss: 0.0311729 | Time: 5784.96 ms
[2022-01-26 02:20:58 main:574] : INFO : Epoch 1581 | loss: 0.0311662 | val_loss: 0.0311708 | Time: 5671.59 ms
[2022-01-26 02:21:04 main:574] : INFO : Epoch 1582 | loss: 0.0311664 | val_loss: 0.0311711 | Time: 5931.7 ms
[2022-01-26 02:21:10 main:574] : INFO : Epoch 1583 | loss: 0.0311668 | val_loss: 0.0311715 | Time: 5759.77 ms
[2022-01-26 02:21:15 main:574] : INFO : Epoch 1584 | loss: 0.0311665 | val_loss: 0.0311713 | Time: 5787.49 ms
[2022-01-26 02:21:21 main:574] : INFO : Epoch 1585 | loss: 0.0311649 | val_loss: 0.0311726 | Time: 5939.15 ms
[2022-01-26 02:21:27 main:574] : INFO : Epoch 1586 | loss: 0.0311648 | val_loss: 0.0311706 | Time: 5853.99 ms
[2022-01-26 02:21:33 main:574] : INFO : Epoch 1587 | loss: 0.0311641 | val_loss: 0.0311771 | Time: 6038.15 ms
[2022-01-26 02:21:39 main:574] : INFO : Epoch 1588 | loss: 0.0311641 | val_loss: 0.0311735 | Time: 5736.76 ms
[2022-01-26 02:21:45 main:574] : INFO : Epoch 1589 | loss: 0.0311661 | val_loss: 0.031173 | Time: 5666.46 ms
[2022-01-26 02:21:50 main:574] : INFO : Epoch 1590 | loss: 0.0311645 | val_loss: 0.0311724 | Time: 5707.6 ms
[2022-01-26 02:21:56 main:574] : INFO : Epoch 1591 | loss: 0.0311666 | val_loss: 0.0311762 | Time: 5804.15 ms
[2022-01-26 02:22:03 main:574] : INFO : Epoch 1592 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 6331.43 ms
[2022-01-26 02:22:09 main:574] : INFO : Epoch 1593 | loss: 0.031168 | val_loss: 0.0311749 | Time: 6404.52 ms
[2022-01-26 02:22:15 main:574] : INFO : Epoch 1594 | loss: 0.0311667 | val_loss: 0.0311738 | Time: 6178.25 ms
[2022-01-26 02:22:21 main:574] : INFO : Epoch 1595 | loss: 0.0311668 | val_loss: 0.0311756 | Time: 6071.24 ms
[2022-01-26 02:22:27 main:574] : INFO : Epoch 1596 | loss: 0.0311661 | val_loss: 0.031177 | Time: 5679.32 ms
[2022-01-26 02:22:33 main:574] : INFO : Epoch 1597 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 5797.56 ms
[2022-01-26 02:22:39 main:574] : INFO : Epoch 1598 | loss: 0.031164 | val_loss: 0.0311711 | Time: 5923.54 ms
[2022-01-26 02:22:44 main:574] : INFO : Epoch 1599 | loss: 0.0311642 | val_loss: 0.0311696 | Time: 5816.49 ms
[2022-01-26 02:22:50 main:574] : INFO : Epoch 1600 | loss: 0.0311645 | val_loss: 0.0311699 | Time: 5696.94 ms
[2022-01-26 02:22:56 main:574] : INFO : Epoch 1601 | loss: 0.0311629 | val_loss: 0.0311713 | Time: 5755.35 ms
[2022-01-26 02:23:02 main:574] : INFO : Epoch 1602 | loss: 0.0311636 | val_loss: 0.0311738 | Time: 6348.81 ms
[2022-01-26 02:23:08 main:574] : INFO : Epoch 1603 | loss: 0.0311659 | val_loss: 0.0311746 | Time: 5795.51 ms
[2022-01-26 02:23:14 main:574] : INFO : Epoch 1604 | loss: 0.0311627 | val_loss: 0.031171 | Time: 5766.59 ms
[2022-01-26 02:23:20 main:574] : INFO : Epoch 1605 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 5773.14 ms
[2022-01-26 02:23:26 main:574] : INFO : Epoch 1606 | loss: 0.0311617 | val_loss: 0.0311735 | Time: 6005.76 ms
[2022-01-26 02:23:32 main:574] : INFO : Epoch 1607 | loss: 0.0311636 | val_loss: 0.0311715 | Time: 5937.82 ms
[2022-01-26 02:23:37 main:574] : INFO : Epoch 1608 | loss: 0.0311616 | val_loss: 0.0311697 | Time: 5831.29 ms
[2022-01-26 02:23:43 main:574] : INFO : Epoch 1609 | loss: 0.0311617 | val_loss: 0.0311707 | Time: 5928.45 ms
[2022-01-26 02:23:49 main:574] : INFO : Epoch 1610 | loss: 0.0311614 | val_loss: 0.0311683 | Time: 6084.8 ms
[2022-01-26 02:23:56 main:574] : INFO : Epoch 1611 | loss: 0.0311613 | val_loss: 0.031167 | Time: 6238.48 ms
[2022-01-26 02:24:02 main:574] : INFO : Epoch 1612 | loss: 0.0311623 | val_loss: 0.0311755 | Time: 5965.05 ms
[2022-01-26 02:24:18 main:574] : INFO : Epoch 1613 | loss: 0.0311711 | val_loss: 0.0311705 | Time: 16277.8 ms
[2022-01-26 02:24:24 main:574] : INFO : Epoch 1614 | loss: 0.0311623 | val_loss: 0.0311685 | Time: 5919.19 ms
[2022-01-26 02:24:30 main:574] : INFO : Epoch 1615 | loss: 0.0311615 | val_loss: 0.0311687 | Time: 5961.08 ms
[2022-01-26 02:24:46 main:574] : INFO : Epoch 1616 | loss: 0.031164 | val_loss: 0.0311739 | Time: 15953.6 ms
[2022-01-26 02:24:52 main:574] : INFO : Epoch 1617 | loss: 0.0311626 | val_loss: 0.0311707 | Time: 5754.47 ms
[2022-01-26 02:24:58 main:574] : INFO : Epoch 1618 | loss: 0.0311624 | val_loss: 0.0311666 | Time: 5998.42 ms
[2022-01-26 02:25:04 main:574] : INFO : Epoch 1619 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 6127.11 ms
[2022-01-26 02:25:10 main:574] : INFO : Epoch 1620 | loss: 0.0311639 | val_loss: 0.0311672 | Time: 5874.3 ms
[2022-01-26 02:25:15 main:574] : INFO : Epoch 1621 | loss: 0.031164 | val_loss: 0.0311667 | Time: 5871.57 ms
[2022-01-26 02:25:21 main:574] : INFO : Epoch 1622 | loss: 0.0311621 | val_loss: 0.0311684 | Time: 5799.11 ms
[2022-01-26 02:25:27 main:574] : INFO : Epoch 1623 | loss: 0.0311603 | val_loss: 0.031167 | Time: 6036.89 ms
[2022-01-26 02:25:33 main:574] : INFO : Epoch 1624 | loss: 0.0311614 | val_loss: 0.031166 | Time: 5718.94 ms
[2022-01-26 02:25:39 main:574] : INFO : Epoch 1625 | loss: 0.0311603 | val_loss: 0.0311653 | Time: 5872.55 ms
[2022-01-26 02:25:45 main:574] : INFO : Epoch 1626 | loss: 0.0311614 | val_loss: 0.0311668 | Time: 5931.8 ms
[2022-01-26 02:25:51 main:574] : INFO : Epoch 1627 | loss: 0.031177 | val_loss: 0.031185 | Time: 5717.77 ms
[2022-01-26 02:26:06 main:574] : INFO : Epoch 1628 | loss: 0.031188 | val_loss: 0.031186 | Time: 15800.1 ms
[2022-01-26 02:26:13 main:574] : INFO : Epoch 1629 | loss: 0.0311901 | val_loss: 0.0311831 | Time: 6172.14 ms
[2022-01-26 02:26:18 main:574] : INFO : Epoch 1630 | loss: 0.0311863 | val_loss: 0.0311813 | Time: 5874.91 ms
[2022-01-26 02:26:24 main:574] : INFO : Epoch 1631 | loss: 0.0311851 | val_loss: 0.031181 | Time: 5959.42 ms
[2022-01-26 02:26:30 main:574] : INFO : Epoch 1632 | loss: 0.0311834 | val_loss: 0.0311792 | Time: 5742.99 ms
[2022-01-26 02:26:36 main:574] : INFO : Epoch 1633 | loss: 0.0311816 | val_loss: 0.0311794 | Time: 5691.8 ms
[2022-01-26 02:26:42 main:574] : INFO : Epoch 1634 | loss: 0.0311812 | val_loss: 0.031179 | Time: 6129.74 ms
[2022-01-26 02:26:58 main:574] : INFO : Epoch 1635 | loss: 0.0311817 | val_loss: 0.0311798 | Time: 15826.2 ms
[2022-01-26 02:27:04 main:574] : INFO : Epoch 1636 | loss: 0.0311811 | val_loss: 0.0311795 | Time: 5958.74 ms
[2022-01-26 02:27:10 main:574] : INFO : Epoch 1637 | loss: 0.0311791 | val_loss: 0.031177 | Time: 5818.22 ms
[2022-01-26 02:27:15 main:574] : INFO : Epoch 1638 | loss: 0.0311794 | val_loss: 0.0311819 | Time: 5654.88 ms
[2022-01-26 02:27:21 main:574] : INFO : Epoch 1639 | loss: 0.0311802 | val_loss: 0.0311835 | Time: 5834.44 ms
[2022-01-26 02:27:27 main:574] : INFO : Epoch 1640 | loss: 0.0311789 | val_loss: 0.0311786 | Time: 5947.7 ms
[2022-01-26 02:27:33 main:574] : INFO : Epoch 1641 | loss: 0.0311771 | val_loss: 0.0311763 | Time: 5925.28 ms
[2022-01-26 02:27:39 main:574] : INFO : Epoch 1642 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 6164.93 ms
[2022-01-26 02:27:45 main:574] : INFO : Epoch 1643 | loss: 0.0311777 | val_loss: 0.0311803 | Time: 6039.54 ms
[2022-01-26 02:27:51 main:574] : INFO : Epoch 1644 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 5757.92 ms
[2022-01-26 02:27:57 main:574] : INFO : Epoch 1645 | loss: 0.0311749 | val_loss: 0.0311753 | Time: 6156.92 ms
[2022-01-26 02:28:04 main:574] : INFO : Epoch 1646 | loss: 0.0311738 | val_loss: 0.0311757 | Time: 6476.23 ms
[2022-01-26 02:28:10 main:574] : INFO : Epoch 1647 | loss: 0.0311746 | val_loss: 0.0311789 | Time: 6608.21 ms
[2022-01-26 02:28:16 main:574] : INFO : Epoch 1648 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 6108.44 ms
[2022-01-26 02:28:23 main:574] : INFO : Epoch 1649 | loss: 0.0311806 | val_loss: 0.0311776 | Time: 6170.32 ms
[2022-01-26 02:28:29 main:574] : INFO : Epoch 1650 | loss: 0.0311754 | val_loss: 0.0311762 | Time: 6657.49 ms
[2022-01-26 02:28:35 main:574] : INFO : Epoch 1651 | loss: 0.031173 | val_loss: 0.0311757 | Time: 5980.71 ms
[2022-01-26 02:28:41 main:574] : INFO : Epoch 1652 | loss: 0.0311722 | val_loss: 0.0311742 | Time: 6106.52 ms
[2022-01-26 02:28:47 main:574] : INFO : Epoch 1653 | loss: 0.0311719 | val_loss: 0.0311739 | Time: 6143.05 ms
[2022-01-26 02:28:53 main:574] : INFO : Epoch 1654 | loss: 0.0311708 | val_loss: 0.0311744 | Time: 5898.77 ms
[2022-01-26 02:28:59 main:574] : INFO : Epoch 1655 | loss: 0.0311704 | val_loss: 0.0311748 | Time: 5548.68 ms
[2022-01-26 02:29:05 main:574] : INFO : Epoch 1656 | loss: 0.0311725 | val_loss: 0.0311768 | Time: 5836.43 ms
[2022-01-26 02:29:11 main:574] : INFO : Epoch 1657 | loss: 0.0311699 | val_loss: 0.0311751 | Time: 6150.81 ms
[2022-01-26 02:29:17 main:574] : INFO : Epoch 1658 | loss: 0.0311808 | val_loss: 0.0311852 | Time: 5719.28 ms
[2022-01-26 02:29:23 main:574] : INFO : Epoch 1659 | loss: 0.0311815 | val_loss: 0.0311797 | Time: 6052.18 ms
[2022-01-26 02:29:29 main:574] : INFO : Epoch 1660 | loss: 0.0311748 | val_loss: 0.0311736 | Time: 6053.35 ms
[2022-01-26 02:29:35 main:574] : INFO : Epoch 1661 | loss: 0.0311718 | val_loss: 0.0311769 | Time: 5836.7 ms
[2022-01-26 02:29:40 main:574] : INFO : Epoch 1662 | loss: 0.0311721 | val_loss: 0.0311723 | Time: 5769.06 ms
[2022-01-26 02:29:46 main:574] : INFO : Epoch 1663 | loss: 0.0311703 | val_loss: 0.0311729 | Time: 5690.03 ms
[2022-01-26 02:29:52 main:574] : INFO : Epoch 1664 | loss: 0.0311697 | val_loss: 0.0311731 | Time: 5943.59 ms
[2022-01-26 02:29:58 main:574] : INFO : Epoch 1665 | loss: 0.0311689 | val_loss: 0.0311728 | Time: 5767.58 ms
[2022-01-26 02:30:03 main:574] : INFO : Epoch 1666 | loss: 0.0311675 | val_loss: 0.0311744 | Time: 5556.9 ms
[2022-01-26 02:30:09 main:574] : INFO : Epoch 1667 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 5845.77 ms
[2022-01-26 02:30:15 main:574] : INFO : Epoch 1668 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 5823.93 ms
[2022-01-26 02:30:21 main:574] : INFO : Epoch 1669 | loss: 0.0311737 | val_loss: 0.0311757 | Time: 5867.86 ms
[2022-01-26 02:30:27 main:574] : INFO : Epoch 1670 | loss: 0.0311728 | val_loss: 0.0311815 | Time: 5660.94 ms
[2022-01-26 02:30:32 main:574] : INFO : Epoch 1671 | loss: 0.0311696 | val_loss: 0.0311721 | Time: 5822.06 ms
[2022-01-26 02:30:38 main:574] : INFO : Epoch 1672 | loss: 0.031167 | val_loss: 0.0311731 | Time: 6096.8 ms
[2022-01-26 02:30:44 main:574] : INFO : Epoch 1673 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 5665.06 ms
[2022-01-26 02:30:50 main:574] : INFO : Epoch 1674 | loss: 0.0311693 | val_loss: 0.0311722 | Time: 5812.64 ms
[2022-01-26 02:30:56 main:574] : INFO : Epoch 1675 | loss: 0.0311685 | val_loss: 0.0311768 | Time: 5580.56 ms
[2022-01-26 02:31:01 main:574] : INFO : Epoch 1676 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 5818.54 ms
[2022-01-26 02:31:07 main:574] : INFO : Epoch 1677 | loss: 0.0311679 | val_loss: 0.0311715 | Time: 6106 ms
[2022-01-26 02:31:13 main:574] : INFO : Epoch 1678 | loss: 0.0311701 | val_loss: 0.0311733 | Time: 5895.26 ms
[2022-01-26 02:31:19 main:574] : INFO : Epoch 1679 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 5900.34 ms
[2022-01-26 02:31:25 main:574] : INFO : Epoch 1680 | loss: 0.0311673 | val_loss: 0.0311747 | Time: 6039.51 ms
[2022-01-26 02:31:31 main:574] : INFO : Epoch 1681 | loss: 0.0311672 | val_loss: 0.0311741 | Time: 5790.93 ms
[2022-01-26 02:31:37 main:574] : INFO : Epoch 1682 | loss: 0.031167 | val_loss: 0.0311707 | Time: 5847.43 ms
[2022-01-26 02:31:43 main:574] : INFO : Epoch 1683 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 5965.33 ms
[2022-01-26 02:31:49 main:574] : INFO : Epoch 1684 | loss: 0.0311659 | val_loss: 0.0311709 | Time: 5927.66 ms
[2022-01-26 02:31:55 main:574] : INFO : Epoch 1685 | loss: 0.0311651 | val_loss: 0.0311726 | Time: 6105.88 ms
[2022-01-26 02:32:01 main:574] : INFO : Epoch 1686 | loss: 0.0311647 | val_loss: 0.0311709 | Time: 5890.76 ms
[2022-01-26 02:32:07 main:574] : INFO : Epoch 1687 | loss: 0.031164 | val_loss: 0.0311709 | Time: 5737.52 ms
[2022-01-26 02:32:12 main:574] : INFO : Epoch 1688 | loss: 0.0311648 | val_loss: 0.0311717 | Time: 5731.18 ms
[2022-01-26 02:32:18 main:574] : INFO : Epoch 1689 | loss: 0.0311656 | val_loss: 0.0311705 | Time: 5680.48 ms
[2022-01-26 02:32:24 main:574] : INFO : Epoch 1690 | loss: 0.0311647 | val_loss: 0.0311706 | Time: 5691.07 ms
[2022-01-26 02:32:30 main:574] : INFO : Epoch 1691 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 5874.21 ms
[2022-01-26 02:32:35 main:574] : INFO : Epoch 1692 | loss: 0.0311635 | val_loss: 0.031172 | Time: 5839.69 ms
[2022-01-26 02:32:41 main:574] : INFO : Epoch 1693 | loss: 0.0311638 | val_loss: 0.0311719 | Time: 5518.94 ms
[2022-01-26 02:32:47 main:574] : INFO : Epoch 1694 | loss: 0.0311622 | val_loss: 0.0311721 | Time: 6080.25 ms
[2022-01-26 02:32:54 main:574] : INFO : Epoch 1695 | loss: 0.0311635 | val_loss: 0.0311727 | Time: 6455.08 ms
[2022-01-26 02:33:00 main:574] : INFO : Epoch 1696 | loss: 0.0311645 | val_loss: 0.0311711 | Time: 6519.16 ms
[2022-01-26 02:33:06 main:574] : INFO : Epoch 1697 | loss: 0.0311684 | val_loss: 0.0311722 | Time: 5719.45 ms
[2022-01-26 02:33:12 main:574] : INFO : Epoch 1698 | loss: 0.0311658 | val_loss: 0.0311719 | Time: 5945.43 ms
[2022-01-26 02:33:18 main:574] : INFO : Epoch 1699 | loss: 0.0311645 | val_loss: 0.0311707 | Time: 6067.77 ms
[2022-01-26 02:33:24 main:574] : INFO : Epoch 1700 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 5728.55 ms
[2022-01-26 02:33:29 main:574] : INFO : Epoch 1701 | loss: 0.0311644 | val_loss: 0.0311692 | Time: 5829.51 ms
[2022-01-26 02:33:35 main:574] : INFO : Epoch 1702 | loss: 0.0311633 | val_loss: 0.0311685 | Time: 5784.88 ms
[2022-01-26 02:33:41 main:574] : INFO : Epoch 1703 | loss: 0.0311638 | val_loss: 0.0311705 | Time: 6110.04 ms
[2022-01-26 02:33:47 main:574] : INFO : Epoch 1704 | loss: 0.0311623 | val_loss: 0.0311701 | Time: 6064.63 ms
[2022-01-26 02:33:54 main:574] : INFO : Epoch 1705 | loss: 0.0311611 | val_loss: 0.0311691 | Time: 6166.35 ms
[2022-01-26 02:33:59 main:574] : INFO : Epoch 1706 | loss: 0.0311617 | val_loss: 0.0311715 | Time: 5785.97 ms
[2022-01-26 02:34:05 main:574] : INFO : Epoch 1707 | loss: 0.031161 | val_loss: 0.0311717 | Time: 5672.56 ms
[2022-01-26 02:34:11 main:574] : INFO : Epoch 1708 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 6346.19 ms
[2022-01-26 02:34:17 main:574] : INFO : Epoch 1709 | loss: 0.0311603 | val_loss: 0.0311701 | Time: 5384.36 ms
[2022-01-26 02:34:22 main:574] : INFO : Epoch 1710 | loss: 0.0311583 | val_loss: 0.0311756 | Time: 5727.82 ms
[2022-01-26 02:34:28 main:574] : INFO : Epoch 1711 | loss: 0.0311618 | val_loss: 0.0311742 | Time: 5706.17 ms
[2022-01-26 02:34:34 main:574] : INFO : Epoch 1712 | loss: 0.0311599 | val_loss: 0.0311689 | Time: 6054.12 ms
[2022-01-26 02:34:50 main:574] : INFO : Epoch 1713 | loss: 0.0311608 | val_loss: 0.0311686 | Time: 15899.5 ms
[2022-01-26 02:34:56 main:574] : INFO : Epoch 1714 | loss: 0.0311628 | val_loss: 0.0311682 | Time: 5992.71 ms
[2022-01-26 02:35:02 main:574] : INFO : Epoch 1715 | loss: 0.0311606 | val_loss: 0.0311694 | Time: 6050.3 ms
[2022-01-26 02:35:08 main:574] : INFO : Epoch 1716 | loss: 0.031161 | val_loss: 0.0311732 | Time: 5802.46 ms
[2022-01-26 02:35:14 main:574] : INFO : Epoch 1717 | loss: 0.0311595 | val_loss: 0.0311683 | Time: 5840.36 ms
[2022-01-26 02:35:20 main:574] : INFO : Epoch 1718 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 5833.78 ms
[2022-01-26 02:35:25 main:574] : INFO : Epoch 1719 | loss: 0.0311578 | val_loss: 0.0311682 | Time: 5634.29 ms
[2022-01-26 02:35:31 main:574] : INFO : Epoch 1720 | loss: 0.0311563 | val_loss: 0.0311707 | Time: 6027.89 ms
[2022-01-26 02:35:37 main:574] : INFO : Epoch 1721 | loss: 0.0311573 | val_loss: 0.031174 | Time: 6104.35 ms
[2022-01-26 02:35:44 main:574] : INFO : Epoch 1722 | loss: 0.0311566 | val_loss: 0.0311676 | Time: 6005.15 ms
[2022-01-26 02:35:49 main:574] : INFO : Epoch 1723 | loss: 0.031156 | val_loss: 0.0311678 | Time: 5791.96 ms
[2022-01-26 02:35:55 main:574] : INFO : Epoch 1724 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 6135.16 ms
[2022-01-26 02:36:01 main:574] : INFO : Epoch 1725 | loss: 0.0311538 | val_loss: 0.0311676 | Time: 5704.45 ms
[2022-01-26 02:36:07 main:574] : INFO : Epoch 1726 | loss: 0.0311534 | val_loss: 0.0311678 | Time: 5838.75 ms
[2022-01-26 02:36:13 main:574] : INFO : Epoch 1727 | loss: 0.0311554 | val_loss: 0.0311765 | Time: 5906.46 ms
[2022-01-26 02:36:19 main:574] : INFO : Epoch 1728 | loss: 0.0311572 | val_loss: 0.0311682 | Time: 5605.72 ms
[2022-01-26 02:36:24 main:574] : INFO : Epoch 1729 | loss: 0.0311539 | val_loss: 0.0311684 | Time: 5693.04 ms
[2022-01-26 02:36:30 main:574] : INFO : Epoch 1730 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 5846.97 ms
[2022-01-26 02:36:36 main:574] : INFO : Epoch 1731 | loss: 0.0311596 | val_loss: 0.031165 | Time: 5739.83 ms
[2022-01-26 02:36:42 main:574] : INFO : Epoch 1732 | loss: 0.0311564 | val_loss: 0.0311676 | Time: 5797.33 ms
[2022-01-26 02:36:47 main:574] : INFO : Epoch 1733 | loss: 0.0311593 | val_loss: 0.0311657 | Time: 5670.16 ms
[2022-01-26 02:36:53 main:574] : INFO : Epoch 1734 | loss: 0.0311571 | val_loss: 0.0311677 | Time: 5778.05 ms
[2022-01-26 02:36:59 main:574] : INFO : Epoch 1735 | loss: 0.0311576 | val_loss: 0.0311709 | Time: 5616.13 ms
[2022-01-26 02:37:04 main:574] : INFO : Epoch 1736 | loss: 0.0311649 | val_loss: 0.031167 | Time: 5664.88 ms
[2022-01-26 02:37:10 main:574] : INFO : Epoch 1737 | loss: 0.0311646 | val_loss: 0.0311826 | Time: 5924.46 ms
[2022-01-26 02:37:16 main:574] : INFO : Epoch 1738 | loss: 0.0311613 | val_loss: 0.0311669 | Time: 6198.13 ms
[2022-01-26 02:37:22 main:574] : INFO : Epoch 1739 | loss: 0.0311574 | val_loss: 0.0311666 | Time: 5862.41 ms
[2022-01-26 02:37:28 main:574] : INFO : Epoch 1740 | loss: 0.0311612 | val_loss: 0.0311678 | Time: 5924.84 ms
[2022-01-26 02:37:34 main:574] : INFO : Epoch 1741 | loss: 0.031159 | val_loss: 0.0311664 | Time: 5994.99 ms
[2022-01-26 02:37:40 main:574] : INFO : Epoch 1742 | loss: 0.0311601 | val_loss: 0.0311639 | Time: 5968.57 ms
[2022-01-26 02:37:46 main:574] : INFO : Epoch 1743 | loss: 0.0311585 | val_loss: 0.0311632 | Time: 5708.27 ms
[2022-01-26 02:37:52 main:574] : INFO : Epoch 1744 | loss: 0.0311592 | val_loss: 0.0311641 | Time: 5684.06 ms
[2022-01-26 02:37:58 main:574] : INFO : Epoch 1745 | loss: 0.0311575 | val_loss: 0.0311764 | Time: 6033.2 ms
[2022-01-26 02:38:03 main:574] : INFO : Epoch 1746 | loss: 0.0311608 | val_loss: 0.0311655 | Time: 5558.34 ms
[2022-01-26 02:38:09 main:574] : INFO : Epoch 1747 | loss: 0.0311581 | val_loss: 0.0311763 | Time: 6133.85 ms
[2022-01-26 02:38:16 main:574] : INFO : Epoch 1748 | loss: 0.0311587 | val_loss: 0.0311643 | Time: 6468.74 ms
[2022-01-26 02:38:22 main:574] : INFO : Epoch 1749 | loss: 0.0311548 | val_loss: 0.0311653 | Time: 6545.02 ms
[2022-01-26 02:38:28 main:574] : INFO : Epoch 1750 | loss: 0.0311553 | val_loss: 0.0311632 | Time: 6066.21 ms
[2022-01-26 02:38:35 main:574] : INFO : Epoch 1751 | loss: 0.0311565 | val_loss: 0.0311654 | Time: 6244.06 ms
[2022-01-26 02:38:41 main:574] : INFO : Epoch 1752 | loss: 0.031159 | val_loss: 0.0311667 | Time: 5893.22 ms
[2022-01-26 02:38:46 main:574] : INFO : Epoch 1753 | loss: 0.0311586 | val_loss: 0.0311703 | Time: 5495.48 ms
[2022-01-26 02:38:52 main:574] : INFO : Epoch 1754 | loss: 0.0311589 | val_loss: 0.0311667 | Time: 5873.2 ms
[2022-01-26 02:38:58 main:574] : INFO : Epoch 1755 | loss: 0.0311617 | val_loss: 0.0311664 | Time: 5833.21 ms
[2022-01-26 02:39:04 main:574] : INFO : Epoch 1756 | loss: 0.0311569 | val_loss: 0.0311663 | Time: 5793.16 ms
[2022-01-26 02:39:09 main:574] : INFO : Epoch 1757 | loss: 0.0311561 | val_loss: 0.0311674 | Time: 5591.13 ms
[2022-01-26 02:39:15 main:574] : INFO : Epoch 1758 | loss: 0.0311546 | val_loss: 0.0311686 | Time: 6032.73 ms
[2022-01-26 02:39:31 main:574] : INFO : Epoch 1759 | loss: 0.0311587 | val_loss: 0.0311696 | Time: 15791.1 ms
[2022-01-26 02:39:37 main:574] : INFO : Epoch 1760 | loss: 0.0311659 | val_loss: 0.0311694 | Time: 6025.75 ms
[2022-01-26 02:39:43 main:574] : INFO : Epoch 1761 | loss: 0.0311653 | val_loss: 0.0311711 | Time: 5813.15 ms
[2022-01-26 02:39:49 main:574] : INFO : Epoch 1762 | loss: 0.0311641 | val_loss: 0.0311675 | Time: 5675.12 ms
[2022-01-26 02:39:55 main:574] : INFO : Epoch 1763 | loss: 0.0311613 | val_loss: 0.0311678 | Time: 5871.18 ms
[2022-01-26 02:40:11 main:574] : INFO : Epoch 1764 | loss: 0.0311649 | val_loss: 0.0311709 | Time: 16006.7 ms
[2022-01-26 02:40:16 main:574] : INFO : Epoch 1765 | loss: 0.0311629 | val_loss: 0.0311681 | Time: 5658.17 ms
[2022-01-26 02:40:22 main:574] : INFO : Epoch 1766 | loss: 0.0311661 | val_loss: 0.0311661 | Time: 5838.24 ms
[2022-01-26 02:40:28 main:574] : INFO : Epoch 1767 | loss: 0.0311669 | val_loss: 0.0311672 | Time: 5591.23 ms
[2022-01-26 02:40:33 main:574] : INFO : Epoch 1768 | loss: 0.0311665 | val_loss: 0.031173 | Time: 5722.41 ms
[2022-01-26 02:40:39 main:574] : INFO : Epoch 1769 | loss: 0.0311655 | val_loss: 0.0311682 | Time: 5969.46 ms
[2022-01-26 02:40:45 main:574] : INFO : Epoch 1770 | loss: 0.0311653 | val_loss: 0.0311693 | Time: 5563 ms
[2022-01-26 02:40:51 main:574] : INFO : Epoch 1771 | loss: 0.0311655 | val_loss: 0.0311695 | Time: 5892.89 ms
[2022-01-26 02:40:57 main:574] : INFO : Epoch 1772 | loss: 0.0311666 | val_loss: 0.0311692 | Time: 5986.31 ms
[2022-01-26 02:41:03 main:574] : INFO : Epoch 1773 | loss: 0.0311655 | val_loss: 0.031167 | Time: 5731.43 ms
[2022-01-26 02:41:08 main:574] : INFO : Epoch 1774 | loss: 0.0311621 | val_loss: 0.031168 | Time: 5887.53 ms
[2022-01-26 02:41:14 main:574] : INFO : Epoch 1775 | loss: 0.0311615 | val_loss: 0.0311652 | Time: 5751.35 ms
[2022-01-26 02:41:20 main:574] : INFO : Epoch 1776 | loss: 0.0311623 | val_loss: 0.031174 | Time: 6118.49 ms
[2022-01-26 02:41:26 main:574] : INFO : Epoch 1777 | loss: 0.0311667 | val_loss: 0.0311705 | Time: 5954.13 ms
[2022-01-26 02:41:32 main:574] : INFO : Epoch 1778 | loss: 0.0311633 | val_loss: 0.0311673 | Time: 5743.35 ms
[2022-01-26 02:41:38 main:574] : INFO : Epoch 1779 | loss: 0.0311638 | val_loss: 0.0311679 | Time: 5802.75 ms
[2022-01-26 02:41:43 main:574] : INFO : Epoch 1780 | loss: 0.0311625 | val_loss: 0.031169 | Time: 5531.7 ms
[2022-01-26 02:41:50 main:574] : INFO : Epoch 1781 | loss: 0.0311623 | val_loss: 0.031168 | Time: 6125.95 ms
[2022-01-26 02:41:55 main:574] : INFO : Epoch 1782 | loss: 0.0311632 | val_loss: 0.0311685 | Time: 5874.16 ms
[2022-01-26 02:42:01 main:574] : INFO : Epoch 1783 | loss: 0.0311676 | val_loss: 0.0311672 | Time: 5743.24 ms
[2022-01-26 02:42:07 main:574] : INFO : Epoch 1784 | loss: 0.0311639 | val_loss: 0.0311651 | Time: 5774.66 ms
[2022-01-26 02:42:13 main:574] : INFO : Epoch 1785 | loss: 0.0311596 | val_loss: 0.0311656 | Time: 5954.97 ms
[2022-01-26 02:42:19 main:574] : INFO : Epoch 1786 | loss: 0.0311578 | val_loss: 0.0311637 | Time: 5990.44 ms
[2022-01-26 02:42:25 main:574] : INFO : Epoch 1787 | loss: 0.0311561 | val_loss: 0.0311689 | Time: 5619.31 ms
[2022-01-26 02:42:31 main:574] : INFO : Epoch 1788 | loss: 0.0311584 | val_loss: 0.0311648 | Time: 5997.39 ms
[2022-01-26 02:42:36 main:574] : INFO : Epoch 1789 | loss: 0.0311555 | val_loss: 0.0311626 | Time: 5569.1 ms
[2022-01-26 02:42:52 main:574] : INFO : Epoch 1790 | loss: 0.0311548 | val_loss: 0.0311609 | Time: 15767.8 ms
[2022-01-26 02:42:58 main:574] : INFO : Epoch 1791 | loss: 0.0311557 | val_loss: 0.0311611 | Time: 5671.42 ms
[2022-01-26 02:43:03 main:574] : INFO : Epoch 1792 | loss: 0.0311555 | val_loss: 0.0311617 | Time: 5742.05 ms
[2022-01-26 02:43:09 main:574] : INFO : Epoch 1793 | loss: 0.0311563 | val_loss: 0.0311612 | Time: 5399.34 ms
[2022-01-26 02:43:15 main:574] : INFO : Epoch 1794 | loss: 0.0311552 | val_loss: 0.0311632 | Time: 5775.48 ms
[2022-01-26 02:43:20 main:574] : INFO : Epoch 1795 | loss: 0.0311555 | val_loss: 0.0311632 | Time: 5744.03 ms
[2022-01-26 02:43:26 main:574] : INFO : Epoch 1796 | loss: 0.0311563 | val_loss: 0.0311635 | Time: 5797.4 ms
[2022-01-26 02:43:32 main:574] : INFO : Epoch 1797 | loss: 0.0311568 | val_loss: 0.0311585 | Time: 6119.99 ms
[2022-01-26 02:43:38 main:574] : INFO : Epoch 1798 | loss: 0.0311574 | val_loss: 0.0311626 | Time: 6285.82 ms
[2022-01-26 02:43:44 main:574] : INFO : Epoch 1799 | loss: 0.0311556 | val_loss: 0.0311644 | Time: 5839.84 ms
[2022-01-26 02:43:50 main:574] : INFO : Epoch 1800 | loss: 0.0311553 | val_loss: 0.0311595 | Time: 5873.59 ms
[2022-01-26 02:43:56 main:574] : INFO : Epoch 1801 | loss: 0.0311519 | val_loss: 0.0311599 | Time: 6025.46 ms
[2022-01-26 02:44:02 main:574] : INFO : Epoch 1802 | loss: 0.0311533 | val_loss: 0.0311598 | Time: 5704.7 ms
[2022-01-26 02:44:18 main:574] : INFO : Epoch 1803 | loss: 0.0311534 | val_loss: 0.0311604 | Time: 15967.5 ms
[2022-01-26 02:44:23 main:574] : INFO : Epoch 1804 | loss: 0.0311525 | val_loss: 0.031158 | Time: 5428.2 ms
[2022-01-26 02:44:29 main:574] : INFO : Epoch 1805 | loss: 0.031151 | val_loss: 0.0311597 | Time: 5980.03 ms
[2022-01-26 02:44:35 main:574] : INFO : Epoch 1806 | loss: 0.0311493 | val_loss: 0.0311575 | Time: 5300.72 ms
[2022-01-26 02:44:41 main:574] : INFO : Epoch 1807 | loss: 0.0311475 | val_loss: 0.0311562 | Time: 5954.51 ms
[2022-01-26 02:44:46 main:574] : INFO : Epoch 1808 | loss: 0.0311502 | val_loss: 0.0311644 | Time: 5662.83 ms
[2022-01-26 02:44:52 main:574] : INFO : Epoch 1809 | loss: 0.0311698 | val_loss: 0.031172 | Time: 6066.49 ms
[2022-01-26 02:44:58 main:574] : INFO : Epoch 1810 | loss: 0.0311692 | val_loss: 0.0311695 | Time: 5889.16 ms
[2022-01-26 02:45:04 main:574] : INFO : Epoch 1811 | loss: 0.0311663 | val_loss: 0.0311691 | Time: 5730.95 ms
[2022-01-26 02:45:10 main:574] : INFO : Epoch 1812 | loss: 0.031165 | val_loss: 0.0311645 | Time: 5776.75 ms
[2022-01-26 02:45:16 main:574] : INFO : Epoch 1813 | loss: 0.031163 | val_loss: 0.0311637 | Time: 5774.53 ms
[2022-01-26 02:45:21 main:574] : INFO : Epoch 1814 | loss: 0.0311628 | val_loss: 0.0311684 | Time: 5671.61 ms
[2022-01-26 02:45:27 main:574] : INFO : Epoch 1815 | loss: 0.0311593 | val_loss: 0.0311646 | Time: 5846.06 ms
[2022-01-26 02:45:33 main:574] : INFO : Epoch 1816 | loss: 0.0311568 | val_loss: 0.031164 | Time: 6044.05 ms
[2022-01-26 02:45:39 main:574] : INFO : Epoch 1817 | loss: 0.0311582 | val_loss: 0.0311609 | Time: 5781.7 ms
[2022-01-26 02:45:45 main:574] : INFO : Epoch 1818 | loss: 0.0311552 | val_loss: 0.0311587 | Time: 5731.67 ms
[2022-01-26 02:45:51 main:574] : INFO : Epoch 1819 | loss: 0.0311535 | val_loss: 0.0311624 | Time: 6088.87 ms
[2022-01-26 02:45:57 main:574] : INFO : Epoch 1820 | loss: 0.031153 | val_loss: 0.0311599 | Time: 6045.45 ms
[2022-01-26 02:46:03 main:574] : INFO : Epoch 1821 | loss: 0.0311575 | val_loss: 0.0311841 | Time: 6010.51 ms
[2022-01-26 02:46:19 main:574] : INFO : Epoch 1822 | loss: 0.0311883 | val_loss: 0.0312023 | Time: 15767.5 ms
[2022-01-26 02:46:24 main:574] : INFO : Epoch 1823 | loss: 0.0312252 | val_loss: 0.0312562 | Time: 5492.64 ms
[2022-01-26 02:46:30 main:574] : INFO : Epoch 1824 | loss: 0.0313033 | val_loss: 0.0312825 | Time: 5608.5 ms
[2022-01-26 02:46:36 main:574] : INFO : Epoch 1825 | loss: 0.0312611 | val_loss: 0.0312531 | Time: 5855.25 ms
[2022-01-26 02:46:42 main:574] : INFO : Epoch 1826 | loss: 0.0312513 | val_loss: 0.0312498 | Time: 6004.47 ms
[2022-01-26 02:46:47 main:574] : INFO : Epoch 1827 | loss: 0.0312506 | val_loss: 0.0312496 | Time: 5544.58 ms
[2022-01-26 02:46:53 main:574] : INFO : Epoch 1828 | loss: 0.0312519 | val_loss: 0.0312507 | Time: 5771.03 ms
[2022-01-26 02:46:59 main:574] : INFO : Epoch 1829 | loss: 0.0312502 | val_loss: 0.0312499 | Time: 5768.85 ms
[2022-01-26 02:47:04 main:574] : INFO : Epoch 1830 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5645.89 ms
[2022-01-26 02:47:10 main:574] : INFO : Epoch 1831 | loss: 0.0312499 | val_loss: 0.0312487 | Time: 5682.8 ms
[2022-01-26 02:47:16 main:574] : INFO : Epoch 1832 | loss: 0.0312482 | val_loss: 0.0312463 | Time: 5613.8 ms
[2022-01-26 02:47:21 main:574] : INFO : Epoch 1833 | loss: 0.0312503 | val_loss: 0.031251 | Time: 5634.88 ms
[2022-01-26 02:47:27 main:574] : INFO : Epoch 1834 | loss: 0.0312509 | val_loss: 0.0312472 | Time: 6210.67 ms
[2022-01-26 02:47:33 main:574] : INFO : Epoch 1835 | loss: 0.0312533 | val_loss: 0.0312491 | Time: 5453.08 ms
[2022-01-26 02:47:39 main:574] : INFO : Epoch 1836 | loss: 0.0312517 | val_loss: 0.0312497 | Time: 5844.09 ms
[2022-01-26 02:47:45 main:574] : INFO : Epoch 1837 | loss: 0.0312483 | val_loss: 0.0312451 | Time: 5968.12 ms
[2022-01-26 02:47:51 main:574] : INFO : Epoch 1838 | loss: 0.0312393 | val_loss: 0.0313109 | Time: 5769.57 ms
[2022-01-26 02:47:57 main:574] : INFO : Epoch 1839 | loss: 0.031727 | val_loss: 0.0314851 | Time: 5994.32 ms
[2022-01-26 02:48:02 main:574] : INFO : Epoch 1840 | loss: 0.0313736 | val_loss: 0.0312808 | Time: 5746.39 ms
[2022-01-26 02:48:08 main:574] : INFO : Epoch 1841 | loss: 0.0312711 | val_loss: 0.0312571 | Time: 5326.24 ms
[2022-01-26 02:48:23 main:574] : INFO : Epoch 1842 | loss: 0.0312539 | val_loss: 0.0312537 | Time: 15558 ms
[2022-01-26 02:48:29 main:574] : INFO : Epoch 1843 | loss: 0.0312515 | val_loss: 0.0312502 | Time: 5446.6 ms
[2022-01-26 02:48:34 main:574] : INFO : Epoch 1844 | loss: 0.0312502 | val_loss: 0.031251 | Time: 5707.86 ms
[2022-01-26 02:48:40 main:574] : INFO : Epoch 1845 | loss: 0.0312507 | val_loss: 0.03125 | Time: 5648.73 ms
[2022-01-26 02:48:46 main:574] : INFO : Epoch 1846 | loss: 0.0312502 | val_loss: 0.03125 | Time: 6110.4 ms
[2022-01-26 02:48:52 main:574] : INFO : Epoch 1847 | loss: 0.0312496 | val_loss: 0.0312497 | Time: 5881.67 ms
[2022-01-26 02:48:58 main:574] : INFO : Epoch 1848 | loss: 0.0312488 | val_loss: 0.0312481 | Time: 5938.32 ms
[2022-01-26 02:49:04 main:574] : INFO : Epoch 1849 | loss: 0.0312474 | val_loss: 0.0312467 | Time: 5874.52 ms
[2022-01-26 02:49:10 main:574] : INFO : Epoch 1850 | loss: 0.031246 | val_loss: 0.0312466 | Time: 5731.11 ms
[2022-01-26 02:49:15 main:574] : INFO : Epoch 1851 | loss: 0.0312425 | val_loss: 0.0312398 | Time: 5825.86 ms
[2022-01-26 02:49:22 main:574] : INFO : Epoch 1852 | loss: 0.0312401 | val_loss: 0.0312418 | Time: 6634.98 ms
[2022-01-26 02:49:29 main:574] : INFO : Epoch 1853 | loss: 0.0312439 | val_loss: 0.0312394 | Time: 6575.12 ms
[2022-01-26 02:49:35 main:574] : INFO : Epoch 1854 | loss: 0.0312373 | val_loss: 0.0312358 | Time: 6345.25 ms
[2022-01-26 02:49:51 main:574] : INFO : Epoch 1855 | loss: 0.0312385 | val_loss: 0.0312399 | Time: 15752.6 ms
[2022-01-26 02:49:57 main:574] : INFO : Epoch 1856 | loss: 0.0312361 | val_loss: 0.0312343 | Time: 6251.31 ms
[2022-01-26 02:50:03 main:574] : INFO : Epoch 1857 | loss: 0.0312359 | val_loss: 0.0312379 | Time: 6059.97 ms
[2022-01-26 02:50:09 main:574] : INFO : Epoch 1858 | loss: 0.0312445 | val_loss: 0.0323531 | Time: 6046.01 ms
[2022-01-26 02:50:16 main:574] : INFO : Epoch 1859 | loss: 0.036347 | val_loss: 0.0344758 | Time: 6807.87 ms
[2022-01-26 02:50:22 main:574] : INFO : Epoch 1860 | loss: 0.0321941 | val_loss: 0.031402 | Time: 6516.4 ms
[2022-01-26 02:50:34 main:574] : INFO : Epoch 1861 | loss: 0.0313579 | val_loss: 0.0313029 | Time: 12028.7 ms
[2022-01-26 02:50:48 main:574] : INFO : Epoch 1862 | loss: 0.0312721 | val_loss: 0.0312563 | Time: 13409.2 ms
[2022-01-26 02:51:01 main:574] : INFO : Epoch 1863 | loss: 0.0312551 | val_loss: 0.031252 | Time: 13396.9 ms
[2022-01-26 02:51:14 main:574] : INFO : Epoch 1864 | loss: 0.0312515 | val_loss: 0.0312516 | Time: 12968.5 ms
[2022-01-26 02:51:27 main:574] : INFO : Epoch 1865 | loss: 0.0312509 | val_loss: 0.0312505 | Time: 13246.9 ms
[2022-01-26 02:51:41 main:574] : INFO : Epoch 1866 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 13887.6 ms
[2022-01-26 02:51:55 main:574] : INFO : Epoch 1867 | loss: 0.0312506 | val_loss: 0.0312505 | Time: 14070.9 ms
[2022-01-26 02:52:09 main:574] : INFO : Epoch 1868 | loss: 0.0312506 | val_loss: 0.0312501 | Time: 13744.3 ms
[2022-01-26 02:52:23 main:574] : INFO : Epoch 1869 | loss: 0.0312505 | val_loss: 0.0312508 | Time: 13834.1 ms
[2022-01-26 02:52:37 main:574] : INFO : Epoch 1870 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 13622.9 ms
[2022-01-26 02:52:50 main:574] : INFO : Epoch 1871 | loss: 0.0312507 | val_loss: 0.0312501 | Time: 13645.4 ms
[2022-01-26 02:53:04 main:574] : INFO : Epoch 1872 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 14043.3 ms
[2022-01-26 02:53:18 main:574] : INFO : Epoch 1873 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 13624 ms
[2022-01-26 02:53:31 main:574] : INFO : Epoch 1874 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 13058.3 ms
[2022-01-26 02:53:55 main:574] : INFO : Epoch 1875 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 23742.7 ms
[2022-01-26 02:54:08 main:574] : INFO : Epoch 1876 | loss: 0.0312501 | val_loss: 0.03125 | Time: 13446.1 ms
[2022-01-26 02:54:21 main:574] : INFO : Epoch 1877 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 12287.8 ms
[2022-01-26 02:54:42 main:574] : INFO : Epoch 1878 | loss: 0.0312501 | val_loss: 0.03125 | Time: 21655.8 ms
[2022-01-26 02:54:54 main:574] : INFO : Epoch 1879 | loss: 0.0312501 | val_loss: 0.0312497 | Time: 11824.7 ms
[2022-01-26 02:55:07 main:574] : INFO : Epoch 1880 | loss: 0.0312508 | val_loss: 0.031251 | Time: 12439.1 ms
[2022-01-26 02:55:21 main:574] : INFO : Epoch 1881 | loss: 0.0312508 | val_loss: 0.0312502 | Time: 13966.5 ms
[2022-01-26 02:55:33 main:574] : INFO : Epoch 1882 | loss: 0.0312508 | val_loss: 0.031251 | Time: 12592.7 ms
[2022-01-26 02:55:47 main:574] : INFO : Epoch 1883 | loss: 0.0312504 | val_loss: 0.0312495 | Time: 13368.9 ms
[2022-01-26 02:56:01 main:574] : INFO : Epoch 1884 | loss: 0.03125 | val_loss: 0.0312498 | Time: 13990.5 ms
[2022-01-26 02:56:23 main:574] : INFO : Epoch 1885 | loss: 0.0312499 | val_loss: 0.03125 | Time: 22884.7 ms
[2022-01-26 02:56:37 main:574] : INFO : Epoch 1886 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 13901.1 ms
[2022-01-26 02:57:01 main:574] : INFO : Epoch 1887 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 23573.3 ms
[2022-01-26 02:57:14 main:574] : INFO : Epoch 1888 | loss: 0.0312501 | val_loss: 0.0312495 | Time: 13029.8 ms
[2022-01-26 02:57:27 main:574] : INFO : Epoch 1889 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 12551.1 ms
[2022-01-26 02:57:40 main:574] : INFO : Epoch 1890 | loss: 0.0312498 | val_loss: 0.0312497 | Time: 13750 ms
[2022-01-26 02:57:54 main:574] : INFO : Epoch 1891 | loss: 0.0312497 | val_loss: 0.0312495 | Time: 13179.3 ms
[2022-01-26 02:58:07 main:574] : INFO : Epoch 1892 | loss: 0.0312499 | val_loss: 0.0312493 | Time: 12967.3 ms
[2022-01-26 02:58:30 main:574] : INFO : Epoch 1893 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 23308.6 ms
[2022-01-26 02:58:44 main:574] : INFO : Epoch 1894 | loss: 0.0312502 | val_loss: 0.0312495 | Time: 13768.7 ms
[2022-01-26 02:58:58 main:574] : INFO : Epoch 1895 | loss: 0.0312503 | val_loss: 0.0312495 | Time: 14057.9 ms
[2022-01-26 02:59:11 main:574] : INFO : Epoch 1896 | loss: 0.03125 | val_loss: 0.0312497 | Time: 13342.4 ms
[2022-01-26 02:59:25 main:574] : INFO : Epoch 1897 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 14030.3 ms
[2022-01-26 02:59:39 main:574] : INFO : Epoch 1898 | loss: 0.0312493 | val_loss: 0.0312498 | Time: 14010.8 ms
[2022-01-26 03:00:03 main:574] : INFO : Epoch 1899 | loss: 0.0312494 | val_loss: 0.0312492 | Time: 23856.1 ms
[2022-01-26 03:01:17 main:574] : INFO : Epoch 1900 | loss: 0.0312493 | val_loss: 0.0312489 | Time: 74479.5 ms
[2022-01-26 03:01:39 main:574] : INFO : Epoch 1901 | loss: 0.0312506 | val_loss: 0.0312499 | Time: 21344 ms
[2022-01-26 03:01:55 main:574] : INFO : Epoch 1902 | loss: 0.0312493 | val_loss: 0.0312492 | Time: 15845 ms
[2022-01-26 03:02:09 main:574] : INFO : Epoch 1903 | loss: 0.0312492 | val_loss: 0.03125 | Time: 14493.1 ms
[2022-01-26 03:02:23 main:574] : INFO : Epoch 1904 | loss: 0.0312496 | val_loss: 0.0312489 | Time: 14052.3 ms
[2022-01-26 03:02:37 main:574] : INFO : Epoch 1905 | loss: 0.031249 | val_loss: 0.0312489 | Time: 13959.2 ms
[2022-01-26 03:02:51 main:574] : INFO : Epoch 1906 | loss: 0.0312488 | val_loss: 0.0312484 | Time: 13627.6 ms
[2022-01-26 03:03:03 main:574] : INFO : Epoch 1907 | loss: 0.0312486 | val_loss: 0.0312484 | Time: 12215.1 ms
[2022-01-26 03:03:16 main:574] : INFO : Epoch 1908 | loss: 0.0312488 | val_loss: 0.0312488 | Time: 13061.4 ms
[2022-01-26 03:03:29 main:574] : INFO : Epoch 1909 | loss: 0.0312498 | val_loss: 0.0312522 | Time: 13310.2 ms
[2022-01-26 03:03:43 main:574] : INFO : Epoch 1910 | loss: 0.0312486 | val_loss: 0.0312474 | Time: 13396 ms
[2022-01-26 03:03:57 main:574] : INFO : Epoch 1911 | loss: 0.0312478 | val_loss: 0.0312475 | Time: 14301.7 ms
[2022-01-26 03:04:10 main:574] : INFO : Epoch 1912 | loss: 0.031248 | val_loss: 0.0312492 | Time: 13206.9 ms
[2022-01-26 03:04:24 main:574] : INFO : Epoch 1913 | loss: 0.0312474 | val_loss: 0.0312493 | Time: 13459.3 ms
[2022-01-26 03:04:37 main:574] : INFO : Epoch 1914 | loss: 0.0312483 | val_loss: 0.0312458 | Time: 13094.1 ms
[2022-01-26 03:04:51 main:574] : INFO : Epoch 1915 | loss: 0.031246 | val_loss: 0.0312452 | Time: 13576.1 ms
[2022-01-26 03:05:05 main:574] : INFO : Epoch 1916 | loss: 0.0312467 | val_loss: 0.0312506 | Time: 13946.7 ms
[2022-01-26 03:05:18 main:574] : INFO : Epoch 1917 | loss: 0.0312451 | val_loss: 0.0312449 | Time: 13535.8 ms
[2022-01-26 03:05:32 main:574] : INFO : Epoch 1918 | loss: 0.0312444 | val_loss: 0.0312442 | Time: 13810.5 ms
[2022-01-26 03:05:55 main:574] : INFO : Epoch 1919 | loss: 0.0312446 | val_loss: 0.0312431 | Time: 22702.6 ms
[2022-01-26 03:06:09 main:574] : INFO : Epoch 1920 | loss: 0.0312466 | val_loss: 0.0312428 | Time: 13878.7 ms
[2022-01-26 03:06:22 main:574] : INFO : Epoch 1921 | loss: 0.0312426 | val_loss: 0.0312431 | Time: 13566.1 ms
[2022-01-26 03:06:36 main:574] : INFO : Epoch 1922 | loss: 0.0312419 | val_loss: 0.0312433 | Time: 13708.4 ms
[2022-01-26 03:06:48 main:574] : INFO : Epoch 1923 | loss: 0.031244 | val_loss: 0.0312576 | Time: 12233.5 ms
[2022-01-26 03:07:00 main:574] : INFO : Epoch 1924 | loss: 0.0312473 | val_loss: 0.0312409 | Time: 11854.8 ms
[2022-01-26 03:07:11 main:574] : INFO : Epoch 1925 | loss: 0.0312408 | val_loss: 0.0312398 | Time: 11381.9 ms
[2022-01-26 03:07:23 main:574] : INFO : Epoch 1926 | loss: 0.0312391 | val_loss: 0.0312382 | Time: 11595.9 ms
[2022-01-26 03:07:35 main:574] : INFO : Epoch 1927 | loss: 0.0312382 | val_loss: 0.0312395 | Time: 11903.6 ms
[2022-01-26 03:07:47 main:574] : INFO : Epoch 1928 | loss: 0.0312408 | val_loss: 0.0312355 | Time: 12438.3 ms
[2022-01-26 03:08:01 main:574] : INFO : Epoch 1929 | loss: 0.0312423 | val_loss: 0.0312407 | Time: 13930.1 ms
[2022-01-26 03:08:15 main:574] : INFO : Epoch 1930 | loss: 0.0312394 | val_loss: 0.0312354 | Time: 13325.3 ms
[2022-01-26 03:08:29 main:574] : INFO : Epoch 1931 | loss: 0.0312332 | val_loss: 0.0312355 | Time: 13940.1 ms
[2022-01-26 03:08:41 main:574] : INFO : Epoch 1932 | loss: 0.0312331 | val_loss: 0.0312401 | Time: 12864.2 ms
[2022-01-26 03:09:04 main:574] : INFO : Epoch 1933 | loss: 0.0312331 | val_loss: 0.0312349 | Time: 22328.7 ms
[2022-01-26 03:09:17 main:574] : INFO : Epoch 1934 | loss: 0.0312461 | val_loss: 0.0312527 | Time: 12938.1 ms
[2022-01-26 03:09:30 main:574] : INFO : Epoch 1935 | loss: 0.0312408 | val_loss: 0.0312366 | Time: 13685.8 ms
[2022-01-26 03:09:45 main:574] : INFO : Epoch 1936 | loss: 0.0312355 | val_loss: 0.0312328 | Time: 14249.7 ms
[2022-01-26 03:09:58 main:574] : INFO : Epoch 1937 | loss: 0.0312318 | val_loss: 0.0312341 | Time: 13430.8 ms
[2022-01-26 03:10:12 main:574] : INFO : Epoch 1938 | loss: 0.0312336 | val_loss: 0.0312388 | Time: 14429.1 ms
[2022-01-26 03:10:26 main:574] : INFO : Epoch 1939 | loss: 0.0312331 | val_loss: 0.0312356 | Time: 13731.4 ms
[2022-01-26 03:10:40 main:574] : INFO : Epoch 1940 | loss: 0.0312326 | val_loss: 0.0312308 | Time: 13322.2 ms
[2022-01-26 03:10:53 main:574] : INFO : Epoch 1941 | loss: 0.0312381 | val_loss: 0.0312422 | Time: 13170.4 ms
[2022-01-26 03:11:07 main:574] : INFO : Epoch 1942 | loss: 0.0312343 | val_loss: 0.0312313 | Time: 13866.1 ms
[2022-01-26 03:11:21 main:574] : INFO : Epoch 1943 | loss: 0.0312304 | val_loss: 0.0312335 | Time: 13935.8 ms
[2022-01-26 03:11:34 main:574] : INFO : Epoch 1944 | loss: 0.0312339 | val_loss: 0.0312394 | Time: 13209.3 ms
[2022-01-26 03:11:48 main:574] : INFO : Epoch 1945 | loss: 0.0312346 | val_loss: 0.0312297 | Time: 13746.9 ms
[2022-01-26 03:12:01 main:574] : INFO : Epoch 1946 | loss: 0.0312324 | val_loss: 0.0312292 | Time: 13493.1 ms
[2022-01-26 03:12:15 main:574] : INFO : Epoch 1947 | loss: 0.0312381 | val_loss: 0.0312329 | Time: 14047.3 ms
[2022-01-26 03:12:37 main:574] : INFO : Epoch 1948 | loss: 0.0312311 | val_loss: 0.0312305 | Time: 21857.3 ms
[2022-01-26 03:12:50 main:574] : INFO : Epoch 1949 | loss: 0.031233 | val_loss: 0.0312436 | Time: 13036.2 ms
[2022-01-26 03:13:03 main:574] : INFO : Epoch 1950 | loss: 0.0312312 | val_loss: 0.0312313 | Time: 12606.9 ms
[2022-01-26 03:13:16 main:574] : INFO : Epoch 1951 | loss: 0.0312291 | val_loss: 0.0312325 | Time: 13436.5 ms
[2022-01-26 03:13:30 main:574] : INFO : Epoch 1952 | loss: 0.0312293 | val_loss: 0.0312315 | Time: 13523.5 ms
[2022-01-26 03:13:44 main:574] : INFO : Epoch 1953 | loss: 0.0312324 | val_loss: 0.0312351 | Time: 14092.8 ms
[2022-01-26 03:13:57 main:574] : INFO : Epoch 1954 | loss: 0.0312407 | val_loss: 0.0312481 | Time: 13521.3 ms
[2022-01-26 03:14:10 main:574] : INFO : Epoch 1955 | loss: 0.031235 | val_loss: 0.0312307 | Time: 13210.1 ms
[2022-01-26 03:14:34 main:574] : INFO : Epoch 1956 | loss: 0.0312283 | val_loss: 0.0312282 | Time: 23396.7 ms
[2022-01-26 03:14:47 main:574] : INFO : Epoch 1957 | loss: 0.0312281 | val_loss: 0.0312275 | Time: 13341.2 ms
[2022-01-26 03:15:00 main:574] : INFO : Epoch 1958 | loss: 0.0312265 | val_loss: 0.0312291 | Time: 12705.2 ms
[2022-01-26 03:15:14 main:574] : INFO : Epoch 1959 | loss: 0.0312283 | val_loss: 0.0312327 | Time: 13707.7 ms
[2022-01-26 03:15:27 main:574] : INFO : Epoch 1960 | loss: 0.0312318 | val_loss: 0.0312279 | Time: 13465.5 ms
[2022-01-26 03:15:40 main:574] : INFO : Epoch 1961 | loss: 0.0312282 | val_loss: 0.0312317 | Time: 12914.5 ms
[2022-01-26 03:15:54 main:574] : INFO : Epoch 1962 | loss: 0.0312272 | val_loss: 0.0312289 | Time: 13832.2 ms
[2022-01-26 03:16:08 main:574] : INFO : Epoch 1963 | loss: 0.0312267 | val_loss: 0.0312282 | Time: 13806.7 ms
[2022-01-26 03:16:21 main:574] : INFO : Epoch 1964 | loss: 0.0312261 | val_loss: 0.0312288 | Time: 13692 ms
[2022-01-26 03:16:35 main:574] : INFO : Epoch 1965 | loss: 0.0312287 | val_loss: 0.031227 | Time: 13891.4 ms
[2022-01-26 03:16:49 main:574] : INFO : Epoch 1966 | loss: 0.0312304 | val_loss: 0.0312292 | Time: 13632.8 ms
[2022-01-26 03:17:03 main:574] : INFO : Epoch 1967 | loss: 0.0312267 | val_loss: 0.0312261 | Time: 13563.4 ms
[2022-01-26 03:17:16 main:574] : INFO : Epoch 1968 | loss: 0.0312274 | val_loss: 0.031228 | Time: 13157.4 ms
[2022-01-26 03:17:29 main:574] : INFO : Epoch 1969 | loss: 0.0312259 | val_loss: 0.031227 | Time: 12792 ms
[2022-01-26 03:17:40 main:574] : INFO : Epoch 1970 | loss: 0.0312266 | val_loss: 0.0312256 | Time: 11242.9 ms
[2022-01-26 03:17:50 main:574] : INFO : Epoch 1971 | loss: 0.0312314 | val_loss: 0.0312287 | Time: 10528.6 ms
[2022-01-26 03:18:02 main:574] : INFO : Epoch 1972 | loss: 0.0312312 | val_loss: 0.031232 | Time: 11729.2 ms
[2022-01-26 03:18:14 main:574] : INFO : Epoch 1973 | loss: 0.0312302 | val_loss: 0.0312322 | Time: 12153.1 ms
[2022-01-26 03:18:27 main:574] : INFO : Epoch 1974 | loss: 0.031228 | val_loss: 0.031227 | Time: 12546.6 ms
[2022-01-26 03:18:39 main:574] : INFO : Epoch 1975 | loss: 0.0312285 | val_loss: 0.031229 | Time: 12478.9 ms
[2022-01-26 03:18:53 main:574] : INFO : Epoch 1976 | loss: 0.0312255 | val_loss: 0.0312254 | Time: 13313.2 ms
[2022-01-26 03:19:06 main:574] : INFO : Epoch 1977 | loss: 0.0312281 | val_loss: 0.0312276 | Time: 13174.8 ms
[2022-01-26 03:19:22 main:574] : INFO : Epoch 1978 | loss: 0.0312274 | val_loss: 0.0312299 | Time: 15783 ms
[2022-01-26 03:19:45 main:574] : INFO : Epoch 1979 | loss: 0.0312281 | val_loss: 0.0312314 | Time: 23712.1 ms
[2022-01-26 03:19:59 main:574] : INFO : Epoch 1980 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 14084.4 ms
[2022-01-26 03:20:13 main:574] : INFO : Epoch 1981 | loss: 0.0312268 | val_loss: 0.031228 | Time: 13454.9 ms
[2022-01-26 03:20:27 main:574] : INFO : Epoch 1982 | loss: 0.031227 | val_loss: 0.0312283 | Time: 13811.1 ms
[2022-01-26 03:20:39 main:574] : INFO : Epoch 1983 | loss: 0.0312294 | val_loss: 0.0312354 | Time: 12767 ms
[2022-01-26 03:20:53 main:574] : INFO : Epoch 1984 | loss: 0.0312308 | val_loss: 0.0312297 | Time: 13249.3 ms
[2022-01-26 03:21:06 main:574] : INFO : Epoch 1985 | loss: 0.0312329 | val_loss: 0.0312342 | Time: 12935.1 ms
[2022-01-26 03:21:18 main:574] : INFO : Epoch 1986 | loss: 0.0312302 | val_loss: 0.0312315 | Time: 12639.5 ms
[2022-01-26 03:21:32 main:574] : INFO : Epoch 1987 | loss: 0.0312279 | val_loss: 0.0312315 | Time: 13923.9 ms
[2022-01-26 03:21:45 main:574] : INFO : Epoch 1988 | loss: 0.0312282 | val_loss: 0.0312273 | Time: 13044.5 ms
[2022-01-26 03:21:58 main:574] : INFO : Epoch 1989 | loss: 0.0312265 | val_loss: 0.031232 | Time: 12677 ms
[2022-01-26 03:22:11 main:574] : INFO : Epoch 1990 | loss: 0.0312281 | val_loss: 0.0312273 | Time: 13053.4 ms
[2022-01-26 03:22:24 main:574] : INFO : Epoch 1991 | loss: 0.03123 | val_loss: 0.0312343 | Time: 13352.2 ms
[2022-01-26 03:22:38 main:574] : INFO : Epoch 1992 | loss: 0.0312288 | val_loss: 0.0312267 | Time: 13536.9 ms
[2022-01-26 03:22:52 main:574] : INFO : Epoch 1993 | loss: 0.0312272 | val_loss: 0.0312327 | Time: 13549.8 ms
[2022-01-26 03:23:06 main:574] : INFO : Epoch 1994 | loss: 0.0312295 | val_loss: 0.031231 | Time: 14183.1 ms
[2022-01-26 03:23:19 main:574] : INFO : Epoch 1995 | loss: 0.0312274 | val_loss: 0.0312269 | Time: 13510.3 ms
[2022-01-26 03:23:30 main:574] : INFO : Epoch 1996 | loss: 0.0312256 | val_loss: 0.0312262 | Time: 10687.4 ms
[2022-01-26 03:23:42 main:574] : INFO : Epoch 1997 | loss: 0.0312254 | val_loss: 0.0312271 | Time: 12218.8 ms
[2022-01-26 03:23:55 main:574] : INFO : Epoch 1998 | loss: 0.0312282 | val_loss: 0.0312297 | Time: 13093.1 ms
[2022-01-26 03:24:08 main:574] : INFO : Epoch 1999 | loss: 0.0312262 | val_loss: 0.0312288 | Time: 12468.2 ms
[2022-01-26 03:24:21 main:574] : INFO : Epoch 2000 | loss: 0.031233 | val_loss: 0.0312481 | Time: 12787.2 ms
[2022-01-26 03:24:44 main:574] : INFO : Epoch 2001 | loss: 0.031234 | val_loss: 0.0312297 | Time: 23618.5 ms
[2022-01-26 03:24:57 main:574] : INFO : Epoch 2002 | loss: 0.0312295 | val_loss: 0.0312301 | Time: 12869.5 ms
[2022-01-26 03:25:11 main:574] : INFO : Epoch 2003 | loss: 0.0312271 | val_loss: 0.0312266 | Time: 13895 ms
[2022-01-26 03:25:24 main:574] : INFO : Epoch 2004 | loss: 0.0312259 | val_loss: 0.0312261 | Time: 13329.6 ms
[2022-01-26 03:25:38 main:574] : INFO : Epoch 2005 | loss: 0.0312257 | val_loss: 0.0312252 | Time: 13724.5 ms
[2022-01-26 03:25:52 main:574] : INFO : Epoch 2006 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 14133.3 ms
[2022-01-26 03:26:06 main:574] : INFO : Epoch 2007 | loss: 0.0312267 | val_loss: 0.0312253 | Time: 13892.7 ms
[2022-01-26 03:26:20 main:574] : INFO : Epoch 2008 | loss: 0.031227 | val_loss: 0.031226 | Time: 13432.9 ms
[2022-01-26 03:26:33 main:574] : INFO : Epoch 2009 | loss: 0.0312268 | val_loss: 0.0312372 | Time: 13577.6 ms
[2022-01-26 03:26:47 main:574] : INFO : Epoch 2010 | loss: 0.0312333 | val_loss: 0.0312262 | Time: 13580.2 ms
[2022-01-26 03:27:00 main:574] : INFO : Epoch 2011 | loss: 0.0312257 | val_loss: 0.0312255 | Time: 13460.2 ms
[2022-01-26 03:27:14 main:574] : INFO : Epoch 2012 | loss: 0.0312269 | val_loss: 0.0312255 | Time: 13665.9 ms
[2022-01-26 03:27:27 main:574] : INFO : Epoch 2013 | loss: 0.0312247 | val_loss: 0.0312272 | Time: 12957.7 ms
[2022-01-26 03:27:40 main:574] : INFO : Epoch 2014 | loss: 0.0312282 | val_loss: 0.0312292 | Time: 13518.9 ms
[2022-01-26 03:27:54 main:574] : INFO : Epoch 2015 | loss: 0.0312275 | val_loss: 0.0312282 | Time: 13212.3 ms
[2022-01-26 03:28:05 main:574] : INFO : Epoch 2016 | loss: 0.0312299 | val_loss: 0.0312251 | Time: 11499.6 ms
[2022-01-26 03:28:17 main:574] : INFO : Epoch 2017 | loss: 0.0312259 | val_loss: 0.0312283 | Time: 12087.8 ms
[2022-01-26 03:28:29 main:574] : INFO : Epoch 2018 | loss: 0.0312252 | val_loss: 0.0312264 | Time: 11449.6 ms
[2022-01-26 03:28:42 main:574] : INFO : Epoch 2019 | loss: 0.0312263 | val_loss: 0.0312246 | Time: 13052.8 ms
[2022-01-26 03:28:54 main:574] : INFO : Epoch 2020 | loss: 0.031227 | val_loss: 0.0312291 | Time: 12682.5 ms
[2022-01-26 03:29:08 main:574] : INFO : Epoch 2021 | loss: 0.0312251 | val_loss: 0.0312267 | Time: 13110 ms
[2022-01-26 03:29:21 main:574] : INFO : Epoch 2022 | loss: 0.0312251 | val_loss: 0.0312265 | Time: 13560.2 ms
[2022-01-26 03:29:35 main:574] : INFO : Epoch 2023 | loss: 0.0312239 | val_loss: 0.0312241 | Time: 13944.5 ms
[2022-01-26 03:29:48 main:574] : INFO : Epoch 2024 | loss: 0.031226 | val_loss: 0.0312244 | Time: 12901.4 ms
[2022-01-26 03:30:02 main:574] : INFO : Epoch 2025 | loss: 0.0312246 | val_loss: 0.0312276 | Time: 13532.9 ms
[2022-01-26 03:30:25 main:574] : INFO : Epoch 2026 | loss: 0.0312265 | val_loss: 0.0312293 | Time: 23775.6 ms
[2022-01-26 03:30:40 main:574] : INFO : Epoch 2027 | loss: 0.0312282 | val_loss: 0.0312248 | Time: 14156 ms
[2022-01-26 03:30:53 main:574] : INFO : Epoch 2028 | loss: 0.0312244 | val_loss: 0.0312259 | Time: 12980.4 ms
[2022-01-26 03:31:06 main:574] : INFO : Epoch 2029 | loss: 0.0312258 | val_loss: 0.0312258 | Time: 13264.9 ms
[2022-01-26 03:31:19 main:574] : INFO : Epoch 2030 | loss: 0.0312265 | val_loss: 0.0312284 | Time: 12712.8 ms
[2022-01-26 03:31:32 main:574] : INFO : Epoch 2031 | loss: 0.0312277 | val_loss: 0.0312248 | Time: 13290.2 ms
[2022-01-26 03:31:46 main:574] : INFO : Epoch 2032 | loss: 0.031227 | val_loss: 0.031229 | Time: 13910.7 ms
[2022-01-26 03:31:59 main:574] : INFO : Epoch 2033 | loss: 0.0312258 | val_loss: 0.0312255 | Time: 12799.8 ms
[2022-01-26 03:32:12 main:574] : INFO : Epoch 2034 | loss: 0.0312286 | val_loss: 0.0312386 | Time: 13148.1 ms
[2022-01-26 03:32:26 main:574] : INFO : Epoch 2035 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 13782.5 ms
[2022-01-26 03:32:49 main:574] : INFO : Epoch 2036 | loss: 0.031225 | val_loss: 0.0312246 | Time: 23417.9 ms
[2022-01-26 03:33:03 main:574] : INFO : Epoch 2037 | loss: 0.0312264 | val_loss: 0.0312276 | Time: 13973.3 ms
[2022-01-26 03:33:17 main:574] : INFO : Epoch 2038 | loss: 0.0312255 | val_loss: 0.0312284 | Time: 13918.6 ms
[2022-01-26 03:33:30 main:574] : INFO : Epoch 2039 | loss: 0.0312238 | val_loss: 0.0312249 | Time: 13400.8 ms
[2022-01-26 03:33:43 main:574] : INFO : Epoch 2040 | loss: 0.0312248 | val_loss: 0.0312264 | Time: 12934.1 ms
[2022-01-26 03:33:56 main:574] : INFO : Epoch 2041 | loss: 0.0312282 | val_loss: 0.0312311 | Time: 12575.4 ms
[2022-01-26 03:34:09 main:574] : INFO : Epoch 2042 | loss: 0.0312295 | val_loss: 0.0312297 | Time: 12635.5 ms
[2022-01-26 03:34:21 main:574] : INFO : Epoch 2043 | loss: 0.031228 | val_loss: 0.0312291 | Time: 12224.8 ms
[2022-01-26 03:34:44 main:574] : INFO : Epoch 2044 | loss: 0.0312283 | val_loss: 0.0312283 | Time: 23155.5 ms
[2022-01-26 03:34:58 main:574] : INFO : Epoch 2045 | loss: 0.0312283 | val_loss: 0.0312348 | Time: 13812.2 ms
[2022-01-26 03:35:11 main:574] : INFO : Epoch 2046 | loss: 0.0312317 | val_loss: 0.0312448 | Time: 13693.6 ms
[2022-01-26 03:35:25 main:574] : INFO : Epoch 2047 | loss: 0.0312333 | val_loss: 0.0312283 | Time: 13447.8 ms
[2022-01-26 03:35:38 main:574] : INFO : Epoch 2048 | loss: 0.0312304 | val_loss: 0.0312275 | Time: 13408.2 ms
[2022-01-26 03:35:38 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312275
[2022-01-26 03:35:38 main:603] : INFO : Saving end state to config to file
[2022-01-26 03:35:38 main:608] : INFO : Success, exiting..
03:35:38 (26000): 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)