Task 9133876
| Name | ParityModified-1636225889-19392-2-0_0 |
| Workunit | 6574836 |
| Created | 23 Nov 2021, 13:06:03 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 5:12:52 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 7 sec |
| CPU time | 1 hours 15 min 38 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,116.47 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.08 GB |
| Peak swap size | 4.31 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: 0.0311681 | val_loss: 0.031182 | Time: 2252.72 ms
[2021-11-29 05:53:56 main:574] : INFO : Epoch 1543 | loss: 0.0311666 | val_loss: 0.0311687 | Time: 2234.97 ms
[2021-11-29 05:53:58 main:574] : INFO : Epoch 1544 | loss: 0.0311676 | val_loss: 0.0311694 | Time: 2245.64 ms
[2021-11-29 05:54:00 main:574] : INFO : Epoch 1545 | loss: 0.0311698 | val_loss: 0.0311744 | Time: 2235.08 ms
[2021-11-29 05:54:03 main:574] : INFO : Epoch 1546 | loss: 0.0311711 | val_loss: 0.0311848 | Time: 2219.72 ms
[2021-11-29 05:54:05 main:574] : INFO : Epoch 1547 | loss: 0.0311691 | val_loss: 0.0311702 | Time: 2236.56 ms
[2021-11-29 05:54:07 main:574] : INFO : Epoch 1548 | loss: 0.0311742 | val_loss: 0.0311815 | Time: 2236.42 ms
[2021-11-29 05:54:09 main:574] : INFO : Epoch 1549 | loss: 0.0311763 | val_loss: 0.0311769 | Time: 2212.57 ms
[2021-11-29 05:54:11 main:574] : INFO : Epoch 1550 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 2212.14 ms
[2021-11-29 05:54:14 main:574] : INFO : Epoch 1551 | loss: 0.0311732 | val_loss: 0.0311759 | Time: 2237.88 ms
[2021-11-29 05:54:16 main:574] : INFO : Epoch 1552 | loss: 0.0311727 | val_loss: 0.0311783 | Time: 2225.23 ms
[2021-11-29 05:54:18 main:574] : INFO : Epoch 1553 | loss: 0.0311701 | val_loss: 0.0311728 | Time: 2223.97 ms
[2021-11-29 05:54:20 main:574] : INFO : Epoch 1554 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 2208.36 ms
[2021-11-29 05:54:23 main:574] : INFO : Epoch 1555 | loss: 0.0311728 | val_loss: 0.0311805 | Time: 2235.22 ms
[2021-11-29 05:54:25 main:574] : INFO : Epoch 1556 | loss: 0.0311731 | val_loss: 0.0311803 | Time: 2238.86 ms
[2021-11-29 05:54:27 main:574] : INFO : Epoch 1557 | loss: 0.031172 | val_loss: 0.0311743 | Time: 2216.09 ms
[2021-11-29 05:54:29 main:574] : INFO : Epoch 1558 | loss: 0.0311706 | val_loss: 0.0311761 | Time: 2232.9 ms
[2021-11-29 05:54:32 main:574] : INFO : Epoch 1559 | loss: 0.0311675 | val_loss: 0.0311694 | Time: 2228.72 ms
[2021-11-29 05:54:34 main:574] : INFO : Epoch 1560 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 2211.14 ms
[2021-11-29 05:54:36 main:574] : INFO : Epoch 1561 | loss: 0.0311682 | val_loss: 0.0311727 | Time: 2175.75 ms
[2021-11-29 05:54:38 main:574] : INFO : Epoch 1562 | loss: 0.0311698 | val_loss: 0.0311732 | Time: 2208.36 ms
[2021-11-29 05:54:40 main:574] : INFO : Epoch 1563 | loss: 0.0311689 | val_loss: 0.0311712 | Time: 2252.48 ms
[2021-11-29 05:54:43 main:574] : INFO : Epoch 1564 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 2220.47 ms
[2021-11-29 05:54:45 main:574] : INFO : Epoch 1565 | loss: 0.0311664 | val_loss: 0.0311737 | Time: 2239.02 ms
[2021-11-29 05:54:47 main:574] : INFO : Epoch 1566 | loss: 0.031168 | val_loss: 0.0311709 | Time: 2227.29 ms
[2021-11-29 05:54:49 main:574] : INFO : Epoch 1567 | loss: 0.0311651 | val_loss: 0.0311696 | Time: 2206.5 ms
[2021-11-29 05:54:52 main:574] : INFO : Epoch 1568 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 2244.9 ms
[2021-11-29 05:54:54 main:574] : INFO : Epoch 1569 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 2218.22 ms
[2021-11-29 05:54:56 main:574] : INFO : Epoch 1570 | loss: 0.0311655 | val_loss: 0.0311728 | Time: 2229.17 ms
[2021-11-29 05:54:58 main:574] : INFO : Epoch 1571 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 2229.35 ms
[2021-11-29 05:55:00 main:574] : INFO : Epoch 1572 | loss: 0.0311717 | val_loss: 0.0311674 | Time: 2217.99 ms
[2021-11-29 05:55:03 main:574] : INFO : Epoch 1573 | loss: 0.0311667 | val_loss: 0.0311681 | Time: 2230.4 ms
[2021-11-29 05:55:05 main:574] : INFO : Epoch 1574 | loss: 0.031164 | val_loss: 0.0311671 | Time: 2231.36 ms
[2021-11-29 05:55:07 main:574] : INFO : Epoch 1575 | loss: 0.0311666 | val_loss: 0.0311724 | Time: 2233.61 ms
[2021-11-29 05:55:09 main:574] : INFO : Epoch 1576 | loss: 0.0311709 | val_loss: 0.0311711 | Time: 2223.46 ms
[2021-11-29 05:55:12 main:574] : INFO : Epoch 1577 | loss: 0.0311727 | val_loss: 0.0311796 | Time: 2237.37 ms
[2021-11-29 05:55:14 main:574] : INFO : Epoch 1578 | loss: 0.0311713 | val_loss: 0.0311721 | Time: 2236.96 ms
[2021-11-29 05:55:16 main:574] : INFO : Epoch 1579 | loss: 0.0311695 | val_loss: 0.031174 | Time: 2205.09 ms
[2021-11-29 05:55:18 main:574] : INFO : Epoch 1580 | loss: 0.031168 | val_loss: 0.0311788 | Time: 2214.58 ms
[2021-11-29 05:55:21 main:574] : INFO : Epoch 1581 | loss: 0.0311668 | val_loss: 0.031173 | Time: 2207.69 ms
[2021-11-29 05:55:23 main:574] : INFO : Epoch 1582 | loss: 0.0311673 | val_loss: 0.0311708 | Time: 2250.87 ms
[2021-11-29 05:55:25 main:574] : INFO : Epoch 1583 | loss: 0.0311663 | val_loss: 0.0311794 | Time: 2214.93 ms
[2021-11-29 05:55:27 main:574] : INFO : Epoch 1584 | loss: 0.0311688 | val_loss: 0.0311715 | Time: 2240.62 ms
[2021-11-29 05:55:29 main:574] : INFO : Epoch 1585 | loss: 0.0311668 | val_loss: 0.0311706 | Time: 2213.24 ms
[2021-11-29 05:55:32 main:574] : INFO : Epoch 1586 | loss: 0.0311673 | val_loss: 0.0311729 | Time: 2256.99 ms
[2021-11-29 05:55:34 main:574] : INFO : Epoch 1587 | loss: 0.0311682 | val_loss: 0.03117 | Time: 2214.91 ms
[2021-11-29 05:55:36 main:574] : INFO : Epoch 1588 | loss: 0.0311673 | val_loss: 0.0311694 | Time: 2229.82 ms
[2021-11-29 05:55:38 main:574] : INFO : Epoch 1589 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 2230.32 ms
[2021-11-29 05:55:41 main:574] : INFO : Epoch 1590 | loss: 0.0311673 | val_loss: 0.0311732 | Time: 2197.05 ms
[2021-11-29 05:55:43 main:574] : INFO : Epoch 1591 | loss: 0.0311684 | val_loss: 0.0311715 | Time: 2284.77 ms
[2021-11-29 05:55:45 main:574] : INFO : Epoch 1592 | loss: 0.0311669 | val_loss: 0.031177 | Time: 2232.47 ms
[2021-11-29 05:55:47 main:574] : INFO : Epoch 1593 | loss: 0.0311664 | val_loss: 0.0311739 | Time: 2225.02 ms
[2021-11-29 05:55:50 main:574] : INFO : Epoch 1594 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 2244.04 ms
[2021-11-29 05:55:52 main:574] : INFO : Epoch 1595 | loss: 0.0311632 | val_loss: 0.0311718 | Time: 2227.7 ms
[2021-11-29 05:55:54 main:574] : INFO : Epoch 1596 | loss: 0.0311629 | val_loss: 0.0311708 | Time: 2238.33 ms
[2021-11-29 05:55:56 main:574] : INFO : Epoch 1597 | loss: 0.0311656 | val_loss: 0.0311713 | Time: 2254.96 ms
[2021-11-29 05:55:59 main:574] : INFO : Epoch 1598 | loss: 0.0311743 | val_loss: 0.031184 | Time: 2245.83 ms
[2021-11-29 05:56:01 main:574] : INFO : Epoch 1599 | loss: 0.0311703 | val_loss: 0.0311766 | Time: 2249.01 ms
[2021-11-29 05:56:03 main:574] : INFO : Epoch 1600 | loss: 0.0311659 | val_loss: 0.031173 | Time: 2232.83 ms
[2021-11-29 05:56:05 main:574] : INFO : Epoch 1601 | loss: 0.031165 | val_loss: 0.0311752 | Time: 2239.39 ms
[2021-11-29 05:56:08 main:574] : INFO : Epoch 1602 | loss: 0.0311663 | val_loss: 0.031169 | Time: 2232.82 ms
[2021-11-29 05:56:10 main:574] : INFO : Epoch 1603 | loss: 0.0311642 | val_loss: 0.0311694 | Time: 2221.18 ms
[2021-11-29 05:56:12 main:574] : INFO : Epoch 1604 | loss: 0.0311662 | val_loss: 0.0311798 | Time: 2240.37 ms
[2021-11-29 05:56:14 main:574] : INFO : Epoch 1605 | loss: 0.0311703 | val_loss: 0.0311758 | Time: 2207.3 ms
[2021-11-29 05:56:16 main:574] : INFO : Epoch 1606 | loss: 0.0311645 | val_loss: 0.0311729 | Time: 2209.65 ms
[2021-11-29 05:56:19 main:574] : INFO : Epoch 1607 | loss: 0.0311643 | val_loss: 0.0311704 | Time: 2229.7 ms
[2021-11-29 05:56:21 main:574] : INFO : Epoch 1608 | loss: 0.0311627 | val_loss: 0.0311704 | Time: 2220.39 ms
[2021-11-29 05:56:23 main:574] : INFO : Epoch 1609 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 2233.82 ms
[2021-11-29 05:56:25 main:574] : INFO : Epoch 1610 | loss: 0.0311647 | val_loss: 0.0311702 | Time: 2227.12 ms
[2021-11-29 05:56:28 main:574] : INFO : Epoch 1611 | loss: 0.031163 | val_loss: 0.0311699 | Time: 2234.22 ms
[2021-11-29 05:56:30 main:574] : INFO : Epoch 1612 | loss: 0.0311632 | val_loss: 0.0311733 | Time: 2184.16 ms
[2021-11-29 05:56:32 main:574] : INFO : Epoch 1613 | loss: 0.0311653 | val_loss: 0.0311728 | Time: 2203.75 ms
[2021-11-29 05:56:34 main:574] : INFO : Epoch 1614 | loss: 0.0311638 | val_loss: 0.0311711 | Time: 2217.5 ms
[2021-11-29 05:56:36 main:574] : INFO : Epoch 1615 | loss: 0.0311703 | val_loss: 0.0311715 | Time: 2233.62 ms
[2021-11-29 05:56:39 main:574] : INFO : Epoch 1616 | loss: 0.0311719 | val_loss: 0.0311701 | Time: 2218 ms
[2021-11-29 05:56:41 main:574] : INFO : Epoch 1617 | loss: 0.0311711 | val_loss: 0.031176 | Time: 2216.37 ms
[2021-11-29 05:56:43 main:574] : INFO : Epoch 1618 | loss: 0.0311802 | val_loss: 0.0311763 | Time: 2215.55 ms
[2021-11-29 05:56:45 main:574] : INFO : Epoch 1619 | loss: 0.0311781 | val_loss: 0.0311834 | Time: 2249.88 ms
[2021-11-29 05:56:48 main:574] : INFO : Epoch 1620 | loss: 0.0311741 | val_loss: 0.0311714 | Time: 2228.21 ms
[2021-11-29 05:56:50 main:574] : INFO : Epoch 1621 | loss: 0.0311728 | val_loss: 0.0311722 | Time: 2198.05 ms
[2021-11-29 05:56:52 main:574] : INFO : Epoch 1622 | loss: 0.0311724 | val_loss: 0.0311697 | Time: 2222.36 ms
[2021-11-29 05:56:54 main:574] : INFO : Epoch 1623 | loss: 0.0311738 | val_loss: 0.0311718 | Time: 2232.56 ms
[2021-11-29 05:56:56 main:574] : INFO : Epoch 1624 | loss: 0.0311714 | val_loss: 0.03117 | Time: 2207.3 ms
[2021-11-29 05:56:59 main:574] : INFO : Epoch 1625 | loss: 0.0311705 | val_loss: 0.031173 | Time: 2211.81 ms
[2021-11-29 05:57:01 main:574] : INFO : Epoch 1626 | loss: 0.031168 | val_loss: 0.0311681 | Time: 2212.31 ms
[2021-11-29 05:57:03 main:574] : INFO : Epoch 1627 | loss: 0.031167 | val_loss: 0.0311698 | Time: 2246.63 ms
[2021-11-29 05:57:05 main:574] : INFO : Epoch 1628 | loss: 0.0311667 | val_loss: 0.0311743 | Time: 2217.8 ms
[2021-11-29 05:57:08 main:574] : INFO : Epoch 1629 | loss: 0.03117 | val_loss: 0.0311696 | Time: 2201.25 ms
[2021-11-29 05:57:10 main:574] : INFO : Epoch 1630 | loss: 0.0311675 | val_loss: 0.0311691 | Time: 2210.19 ms
[2021-11-29 05:57:12 main:574] : INFO : Epoch 1631 | loss: 0.031168 | val_loss: 0.0311699 | Time: 2230.76 ms
[2021-11-29 05:57:14 main:574] : INFO : Epoch 1632 | loss: 0.03117 | val_loss: 0.0311707 | Time: 2207.96 ms
[2021-11-29 05:57:16 main:574] : INFO : Epoch 1633 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 2229.58 ms
[2021-11-29 05:57:19 main:574] : INFO : Epoch 1634 | loss: 0.0311656 | val_loss: 0.0311693 | Time: 2228.66 ms
[2021-11-29 05:57:21 main:574] : INFO : Epoch 1635 | loss: 0.0311682 | val_loss: 0.0311772 | Time: 2233.42 ms
[2021-11-29 05:57:23 main:574] : INFO : Epoch 1636 | loss: 0.0311677 | val_loss: 0.0311698 | Time: 2223.72 ms
[2021-11-29 05:57:25 main:574] : INFO : Epoch 1637 | loss: 0.0311672 | val_loss: 0.0311736 | Time: 2203.07 ms
[2021-11-29 05:57:28 main:574] : INFO : Epoch 1638 | loss: 0.0311654 | val_loss: 0.0311691 | Time: 2240.91 ms
[2021-11-29 05:57:30 main:574] : INFO : Epoch 1639 | loss: 0.0311702 | val_loss: 0.0311727 | Time: 2235.73 ms
[2021-11-29 05:57:32 main:574] : INFO : Epoch 1640 | loss: 0.0311747 | val_loss: 0.0311712 | Time: 2219.62 ms
[2021-11-29 05:57:34 main:574] : INFO : Epoch 1641 | loss: 0.031171 | val_loss: 0.0311706 | Time: 2239.7 ms
[2021-11-29 05:57:37 main:574] : INFO : Epoch 1642 | loss: 0.0311754 | val_loss: 0.0311694 | Time: 2196.51 ms
[2021-11-29 05:57:39 main:574] : INFO : Epoch 1643 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 2224.85 ms
[2021-11-29 05:57:41 main:574] : INFO : Epoch 1644 | loss: 0.0311698 | val_loss: 0.0311708 | Time: 2232.81 ms
[2021-11-29 05:57:43 main:574] : INFO : Epoch 1645 | loss: 0.0311683 | val_loss: 0.0311715 | Time: 2211.08 ms
[2021-11-29 05:57:45 main:574] : INFO : Epoch 1646 | loss: 0.0311684 | val_loss: 0.0311739 | Time: 2211.3 ms
[2021-11-29 05:57:48 main:574] : INFO : Epoch 1647 | loss: 0.0311674 | val_loss: 0.0311712 | Time: 2243.59 ms
[2021-11-29 05:57:50 main:574] : INFO : Epoch 1648 | loss: 0.0311663 | val_loss: 0.0311697 | Time: 2224.76 ms
[2021-11-29 05:57:52 main:574] : INFO : Epoch 1649 | loss: 0.0311655 | val_loss: 0.0311749 | Time: 2222.93 ms
[2021-11-29 05:57:54 main:574] : INFO : Epoch 1650 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 2231.37 ms
[2021-11-29 05:57:57 main:574] : INFO : Epoch 1651 | loss: 0.031168 | val_loss: 0.0311699 | Time: 2240.01 ms
[2021-11-29 05:57:59 main:574] : INFO : Epoch 1652 | loss: 0.0311665 | val_loss: 0.03117 | Time: 2226.53 ms
[2021-11-29 05:58:01 main:574] : INFO : Epoch 1653 | loss: 0.0311657 | val_loss: 0.0311726 | Time: 2235.24 ms
[2021-11-29 05:58:03 main:574] : INFO : Epoch 1654 | loss: 0.0311669 | val_loss: 0.0311695 | Time: 2262.22 ms
[2021-11-29 05:58:06 main:574] : INFO : Epoch 1655 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 2231.36 ms
[2021-11-29 05:58:08 main:574] : INFO : Epoch 1656 | loss: 0.0311651 | val_loss: 0.0311677 | Time: 2232.03 ms
[2021-11-29 05:58:10 main:574] : INFO : Epoch 1657 | loss: 0.0311655 | val_loss: 0.0311778 | Time: 2220.81 ms
[2021-11-29 05:58:12 main:574] : INFO : Epoch 1658 | loss: 0.031171 | val_loss: 0.0311689 | Time: 2210.73 ms
[2021-11-29 05:58:14 main:574] : INFO : Epoch 1659 | loss: 0.0311686 | val_loss: 0.0311691 | Time: 2201.27 ms
[2021-11-29 05:58:17 main:574] : INFO : Epoch 1660 | loss: 0.0311654 | val_loss: 0.0311707 | Time: 2221.31 ms
[2021-11-29 05:58:19 main:574] : INFO : Epoch 1661 | loss: 0.0311646 | val_loss: 0.0311692 | Time: 2220.16 ms
[2021-11-29 05:58:21 main:574] : INFO : Epoch 1662 | loss: 0.0311671 | val_loss: 0.0311724 | Time: 2234.97 ms
[2021-11-29 05:58:23 main:574] : INFO : Epoch 1663 | loss: 0.0311677 | val_loss: 0.0311687 | Time: 2207.41 ms
[2021-11-29 05:58:26 main:574] : INFO : Epoch 1664 | loss: 0.0311644 | val_loss: 0.0311691 | Time: 2212.61 ms
[2021-11-29 05:58:28 main:574] : INFO : Epoch 1665 | loss: 0.0311643 | val_loss: 0.031179 | Time: 2229.75 ms
[2021-11-29 05:58:30 main:574] : INFO : Epoch 1666 | loss: 0.0311701 | val_loss: 0.0311776 | Time: 2229.01 ms
[2021-11-29 05:58:32 main:574] : INFO : Epoch 1667 | loss: 0.03117 | val_loss: 0.0311716 | Time: 2254.94 ms
[2021-11-29 05:58:34 main:574] : INFO : Epoch 1668 | loss: 0.0311632 | val_loss: 0.0311737 | Time: 2213.43 ms
[2021-11-29 05:58:37 main:574] : INFO : Epoch 1669 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 2238.08 ms
[2021-11-29 05:58:39 main:574] : INFO : Epoch 1670 | loss: 0.031163 | val_loss: 0.0311703 | Time: 2226.81 ms
[2021-11-29 05:58:41 main:574] : INFO : Epoch 1671 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 2218.77 ms
[2021-11-29 05:58:43 main:574] : INFO : Epoch 1672 | loss: 0.0311626 | val_loss: 0.0311674 | Time: 2225.07 ms
[2021-11-29 05:58:46 main:574] : INFO : Epoch 1673 | loss: 0.0311633 | val_loss: 0.0311675 | Time: 2216.21 ms
[2021-11-29 05:58:48 main:574] : INFO : Epoch 1674 | loss: 0.0311646 | val_loss: 0.0311679 | Time: 2223.7 ms
[2021-11-29 05:58:50 main:574] : INFO : Epoch 1675 | loss: 0.0311637 | val_loss: 0.0311665 | Time: 2226.96 ms
[2021-11-29 05:58:52 main:574] : INFO : Epoch 1676 | loss: 0.0311635 | val_loss: 0.0311674 | Time: 2227.23 ms
[2021-11-29 05:58:55 main:574] : INFO : Epoch 1677 | loss: 0.0311648 | val_loss: 0.0311686 | Time: 2228.02 ms
[2021-11-29 05:58:57 main:574] : INFO : Epoch 1678 | loss: 0.0311655 | val_loss: 0.0311733 | Time: 2228.82 ms
[2021-11-29 05:58:59 main:574] : INFO : Epoch 1679 | loss: 0.0311701 | val_loss: 0.0311719 | Time: 2238.47 ms
[2021-11-29 05:59:01 main:574] : INFO : Epoch 1680 | loss: 0.0311665 | val_loss: 0.0311743 | Time: 2218.92 ms
[2021-11-29 05:59:03 main:574] : INFO : Epoch 1681 | loss: 0.0311671 | val_loss: 0.0311675 | Time: 2218.6 ms
[2021-11-29 05:59:06 main:574] : INFO : Epoch 1682 | loss: 0.0311648 | val_loss: 0.0311667 | Time: 2252.25 ms
[2021-11-29 05:59:08 main:574] : INFO : Epoch 1683 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 2230.19 ms
[2021-11-29 05:59:10 main:574] : INFO : Epoch 1684 | loss: 0.0311655 | val_loss: 0.0311687 | Time: 2374.48 ms
[2021-11-29 05:59:13 main:574] : INFO : Epoch 1685 | loss: 0.0311637 | val_loss: 0.0311769 | Time: 2560.97 ms
[2021-11-29 05:59:15 main:574] : INFO : Epoch 1686 | loss: 0.031171 | val_loss: 0.0311769 | Time: 2233.73 ms
[2021-11-29 05:59:17 main:574] : INFO : Epoch 1687 | loss: 0.0311643 | val_loss: 0.0311723 | Time: 2228.86 ms
[2021-11-29 05:59:20 main:574] : INFO : Epoch 1688 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 2237.63 ms
[2021-11-29 05:59:22 main:574] : INFO : Epoch 1689 | loss: 0.0311635 | val_loss: 0.0311714 | Time: 2218.4 ms
[2021-11-29 05:59:24 main:574] : INFO : Epoch 1690 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 2224.77 ms
[2021-11-29 05:59:26 main:574] : INFO : Epoch 1691 | loss: 0.031166 | val_loss: 0.0311684 | Time: 2234.25 ms
[2021-11-29 05:59:29 main:574] : INFO : Epoch 1692 | loss: 0.0311653 | val_loss: 0.0311677 | Time: 2249.85 ms
[2021-11-29 05:59:31 main:574] : INFO : Epoch 1693 | loss: 0.0311643 | val_loss: 0.0311684 | Time: 2235.8 ms
[2021-11-29 05:59:33 main:574] : INFO : Epoch 1694 | loss: 0.0311626 | val_loss: 0.0311653 | Time: 2246.98 ms
[2021-11-29 05:59:35 main:574] : INFO : Epoch 1695 | loss: 0.0311619 | val_loss: 0.0311663 | Time: 2257.17 ms
[2021-11-29 05:59:38 main:574] : INFO : Epoch 1696 | loss: 0.0311645 | val_loss: 0.0311757 | Time: 2252.76 ms
[2021-11-29 05:59:40 main:574] : INFO : Epoch 1697 | loss: 0.031172 | val_loss: 0.0311657 | Time: 2211.66 ms
[2021-11-29 05:59:42 main:574] : INFO : Epoch 1698 | loss: 0.0311636 | val_loss: 0.0311723 | Time: 2253.91 ms
[2021-11-29 05:59:44 main:574] : INFO : Epoch 1699 | loss: 0.0311631 | val_loss: 0.0311656 | Time: 2231.48 ms
[2021-11-29 05:59:46 main:574] : INFO : Epoch 1700 | loss: 0.0311627 | val_loss: 0.0311665 | Time: 2207.66 ms
[2021-11-29 05:59:49 main:574] : INFO : Epoch 1701 | loss: 0.0311655 | val_loss: 0.0311684 | Time: 2245.16 ms
[2021-11-29 05:59:51 main:574] : INFO : Epoch 1702 | loss: 0.0311652 | val_loss: 0.031169 | Time: 2223.13 ms
[2021-11-29 05:59:53 main:574] : INFO : Epoch 1703 | loss: 0.0311666 | val_loss: 0.0311719 | Time: 2228.81 ms
[2021-11-29 05:59:55 main:574] : INFO : Epoch 1704 | loss: 0.0311669 | val_loss: 0.0311716 | Time: 2208.43 ms
[2021-11-29 05:59:58 main:574] : INFO : Epoch 1705 | loss: 0.0311662 | val_loss: 0.03117 | Time: 2242.23 ms
[2021-11-29 06:00:00 main:574] : INFO : Epoch 1706 | loss: 0.0311653 | val_loss: 0.0311685 | Time: 2208.18 ms
[2021-11-29 06:00:02 main:574] : INFO : Epoch 1707 | loss: 0.0311643 | val_loss: 0.0311675 | Time: 2232.05 ms
[2021-11-29 06:00:04 main:574] : INFO : Epoch 1708 | loss: 0.0311659 | val_loss: 0.0311743 | Time: 2198.08 ms
[2021-11-29 06:00:07 main:574] : INFO : Epoch 1709 | loss: 0.0311642 | val_loss: 0.03117 | Time: 2236.23 ms
[2021-11-29 06:00:09 main:574] : INFO : Epoch 1710 | loss: 0.0311651 | val_loss: 0.0311702 | Time: 2212.38 ms
[2021-11-29 06:00:11 main:574] : INFO : Epoch 1711 | loss: 0.0311631 | val_loss: 0.031168 | Time: 2244.49 ms
[2021-11-29 06:00:13 main:574] : INFO : Epoch 1712 | loss: 0.0311618 | val_loss: 0.0311682 | Time: 2224.95 ms
[2021-11-29 06:00:15 main:574] : INFO : Epoch 1713 | loss: 0.0311639 | val_loss: 0.0311669 | Time: 2231.85 ms
[2021-11-29 06:00:18 main:574] : INFO : Epoch 1714 | loss: 0.031162 | val_loss: 0.0311654 | Time: 2235.9 ms
[2021-11-29 06:00:20 main:574] : INFO : Epoch 1715 | loss: 0.031161 | val_loss: 0.0311698 | Time: 2251.35 ms
[2021-11-29 06:00:22 main:574] : INFO : Epoch 1716 | loss: 0.0311618 | val_loss: 0.031165 | Time: 2223.59 ms
[2021-11-29 06:00:24 main:574] : INFO : Epoch 1717 | loss: 0.0311639 | val_loss: 0.0311674 | Time: 2233.35 ms
[2021-11-29 06:00:27 main:574] : INFO : Epoch 1718 | loss: 0.0311604 | val_loss: 0.0311653 | Time: 2221.47 ms
[2021-11-29 06:00:29 main:574] : INFO : Epoch 1719 | loss: 0.0311596 | val_loss: 0.0311716 | Time: 2220.19 ms
[2021-11-29 06:00:31 main:574] : INFO : Epoch 1720 | loss: 0.0311664 | val_loss: 0.0311692 | Time: 2217.6 ms
[2021-11-29 06:00:33 main:574] : INFO : Epoch 1721 | loss: 0.0311667 | val_loss: 0.0311703 | Time: 2217.21 ms
[2021-11-29 06:00:36 main:574] : INFO : Epoch 1722 | loss: 0.0311624 | val_loss: 0.0311696 | Time: 2218.75 ms
[2021-11-29 06:00:38 main:574] : INFO : Epoch 1723 | loss: 0.0311618 | val_loss: 0.0311694 | Time: 2215.16 ms
[2021-11-29 06:00:40 main:574] : INFO : Epoch 1724 | loss: 0.0311594 | val_loss: 0.031168 | Time: 2227.9 ms
[2021-11-29 06:00:42 main:574] : INFO : Epoch 1725 | loss: 0.0311611 | val_loss: 0.0311679 | Time: 2223.62 ms
[2021-11-29 06:00:44 main:574] : INFO : Epoch 1726 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2227.49 ms
[2021-11-29 06:00:47 main:574] : INFO : Epoch 1727 | loss: 0.0311593 | val_loss: 0.0311678 | Time: 2219.37 ms
[2021-11-29 06:00:49 main:574] : INFO : Epoch 1728 | loss: 0.03116 | val_loss: 0.0311683 | Time: 2230.63 ms
[2021-11-29 06:00:51 main:574] : INFO : Epoch 1729 | loss: 0.0311615 | val_loss: 0.03117 | Time: 2213.67 ms
[2021-11-29 06:00:53 main:574] : INFO : Epoch 1730 | loss: 0.0311641 | val_loss: 0.0311735 | Time: 2229.23 ms
[2021-11-29 06:00:56 main:574] : INFO : Epoch 1731 | loss: 0.0311643 | val_loss: 0.0311796 | Time: 2232.08 ms
[2021-11-29 06:00:58 main:574] : INFO : Epoch 1732 | loss: 0.0311666 | val_loss: 0.0311688 | Time: 2222.97 ms
[2021-11-29 06:01:00 main:574] : INFO : Epoch 1733 | loss: 0.0311625 | val_loss: 0.0311685 | Time: 2224.58 ms
[2021-11-29 06:01:02 main:574] : INFO : Epoch 1734 | loss: 0.0311612 | val_loss: 0.0311694 | Time: 2245.1 ms
[2021-11-29 06:01:05 main:574] : INFO : Epoch 1735 | loss: 0.0311616 | val_loss: 0.0311709 | Time: 2250.11 ms
[2021-11-29 06:01:07 main:574] : INFO : Epoch 1736 | loss: 0.0311606 | val_loss: 0.0311695 | Time: 2213.01 ms
[2021-11-29 06:01:09 main:574] : INFO : Epoch 1737 | loss: 0.0311626 | val_loss: 0.0311712 | Time: 2229.75 ms
[2021-11-29 06:01:11 main:574] : INFO : Epoch 1738 | loss: 0.0311624 | val_loss: 0.0311693 | Time: 2232.4 ms
[2021-11-29 06:01:13 main:574] : INFO : Epoch 1739 | loss: 0.0311604 | val_loss: 0.0311688 | Time: 2186.11 ms
[2021-11-29 06:01:16 main:574] : INFO : Epoch 1740 | loss: 0.0311633 | val_loss: 0.0311668 | Time: 2223.06 ms
[2021-11-29 06:01:18 main:574] : INFO : Epoch 1741 | loss: 0.0311605 | val_loss: 0.0311704 | Time: 2226.66 ms
[2021-11-29 06:01:20 main:574] : INFO : Epoch 1742 | loss: 0.0311639 | val_loss: 0.0311732 | Time: 2223.25 ms
[2021-11-29 06:01:22 main:574] : INFO : Epoch 1743 | loss: 0.0311589 | val_loss: 0.0311688 | Time: 2231.58 ms
[2021-11-29 06:01:25 main:574] : INFO : Epoch 1744 | loss: 0.0311606 | val_loss: 0.031171 | Time: 2218.13 ms
[2021-11-29 06:01:27 main:574] : INFO : Epoch 1745 | loss: 0.0311853 | val_loss: 0.0311909 | Time: 2213.21 ms
[2021-11-29 06:01:29 main:574] : INFO : Epoch 1746 | loss: 0.031199 | val_loss: 0.0312101 | Time: 2225.64 ms
[2021-11-29 06:01:31 main:574] : INFO : Epoch 1747 | loss: 0.0312141 | val_loss: 0.0312071 | Time: 2213.5 ms
[2021-11-29 06:01:33 main:574] : INFO : Epoch 1748 | loss: 0.0312134 | val_loss: 0.031205 | Time: 2231.21 ms
[2021-11-29 06:01:36 main:574] : INFO : Epoch 1749 | loss: 0.0312075 | val_loss: 0.0312102 | Time: 2232.49 ms
[2021-11-29 06:01:38 main:574] : INFO : Epoch 1750 | loss: 0.0312041 | val_loss: 0.0311987 | Time: 2243.26 ms
[2021-11-29 06:01:40 main:574] : INFO : Epoch 1751 | loss: 0.0311988 | val_loss: 0.0311959 | Time: 2204.15 ms
[2021-11-29 06:01:42 main:574] : INFO : Epoch 1752 | loss: 0.0311958 | val_loss: 0.0311975 | Time: 2220.79 ms
[2021-11-29 06:01:45 main:574] : INFO : Epoch 1753 | loss: 0.0311943 | val_loss: 0.0312037 | Time: 2215.92 ms
[2021-11-29 06:01:47 main:574] : INFO : Epoch 1754 | loss: 0.0311966 | val_loss: 0.0311938 | Time: 2219.56 ms
[2021-11-29 06:01:49 main:574] : INFO : Epoch 1755 | loss: 0.0311925 | val_loss: 0.031195 | Time: 2225.97 ms
[2021-11-29 06:01:51 main:574] : INFO : Epoch 1756 | loss: 0.0311942 | val_loss: 0.0311984 | Time: 2207.16 ms
[2021-11-29 06:01:53 main:574] : INFO : Epoch 1757 | loss: 0.0311945 | val_loss: 0.0311971 | Time: 2228.78 ms
[2021-11-29 06:01:56 main:574] : INFO : Epoch 1758 | loss: 0.0311927 | val_loss: 0.0311942 | Time: 2224.01 ms
[2021-11-29 06:01:58 main:574] : INFO : Epoch 1759 | loss: 0.0311925 | val_loss: 0.0311941 | Time: 2245.7 ms
[2021-11-29 06:02:00 main:574] : INFO : Epoch 1760 | loss: 0.0311912 | val_loss: 0.0311926 | Time: 2218.39 ms
[2021-11-29 06:02:02 main:574] : INFO : Epoch 1761 | loss: 0.0311924 | val_loss: 0.0311929 | Time: 2274 ms
[2021-11-29 06:02:05 main:574] : INFO : Epoch 1762 | loss: 0.0311926 | val_loss: 0.0311942 | Time: 2193.38 ms
[2021-11-29 06:02:07 main:574] : INFO : Epoch 1763 | loss: 0.0311898 | val_loss: 0.0311922 | Time: 2253.83 ms
[2021-11-29 06:02:09 main:574] : INFO : Epoch 1764 | loss: 0.031189 | val_loss: 0.0311902 | Time: 2225.1 ms
[2021-11-29 06:02:11 main:574] : INFO : Epoch 1765 | loss: 0.0311884 | val_loss: 0.0311935 | Time: 2226.42 ms
[2021-11-29 06:02:14 main:574] : INFO : Epoch 1766 | loss: 0.0311886 | val_loss: 0.0311889 | Time: 2228.3 ms
[2021-11-29 06:02:16 main:574] : INFO : Epoch 1767 | loss: 0.0311912 | val_loss: 0.0311947 | Time: 2206.39 ms
[2021-11-29 06:02:18 main:574] : INFO : Epoch 1768 | loss: 0.0311883 | val_loss: 0.0311875 | Time: 2225.43 ms
[2021-11-29 06:02:20 main:574] : INFO : Epoch 1769 | loss: 0.0311862 | val_loss: 0.0311882 | Time: 2255.86 ms
[2021-11-29 06:02:22 main:574] : INFO : Epoch 1770 | loss: 0.031186 | val_loss: 0.0311888 | Time: 2186.6 ms
[2021-11-29 06:02:25 main:574] : INFO : Epoch 1771 | loss: 0.0311833 | val_loss: 0.0311868 | Time: 2248.04 ms
[2021-11-29 06:02:27 main:574] : INFO : Epoch 1772 | loss: 0.0311894 | val_loss: 0.0311979 | Time: 2226.36 ms
[2021-11-29 06:02:29 main:574] : INFO : Epoch 1773 | loss: 0.0311895 | val_loss: 0.031187 | Time: 2212.77 ms
[2021-11-29 06:02:31 main:574] : INFO : Epoch 1774 | loss: 0.0311832 | val_loss: 0.0311862 | Time: 2203.13 ms
[2021-11-29 06:02:34 main:574] : INFO : Epoch 1775 | loss: 0.0311834 | val_loss: 0.031187 | Time: 2251.15 ms
[2021-11-29 06:02:36 main:574] : INFO : Epoch 1776 | loss: 0.0311891 | val_loss: 0.0311864 | Time: 2217.55 ms
[2021-11-29 06:02:38 main:574] : INFO : Epoch 1777 | loss: 0.0311845 | val_loss: 0.0311876 | Time: 2228.78 ms
[2021-11-29 06:02:40 main:574] : INFO : Epoch 1778 | loss: 0.0311841 | val_loss: 0.031185 | Time: 2227.6 ms
[2021-11-29 06:02:43 main:574] : INFO : Epoch 1779 | loss: 0.031183 | val_loss: 0.0311851 | Time: 2216.4 ms
[2021-11-29 06:02:45 main:574] : INFO : Epoch 1780 | loss: 0.0311821 | val_loss: 0.0311861 | Time: 2214.55 ms
[2021-11-29 06:02:47 main:574] : INFO : Epoch 1781 | loss: 0.0311827 | val_loss: 0.0311849 | Time: 2204.47 ms
[2021-11-29 06:02:49 main:574] : INFO : Epoch 1782 | loss: 0.0311812 | val_loss: 0.0311852 | Time: 2227.08 ms
[2021-11-29 06:02:51 main:574] : INFO : Epoch 1783 | loss: 0.0311818 | val_loss: 0.0311857 | Time: 2240.29 ms
[2021-11-29 06:02:54 main:574] : INFO : Epoch 1784 | loss: 0.0311836 | val_loss: 0.0311952 | Time: 2259.73 ms
[2021-11-29 06:02:56 main:574] : INFO : Epoch 1785 | loss: 0.0311846 | val_loss: 0.0311876 | Time: 2236.25 ms
[2021-11-29 06:02:58 main:574] : INFO : Epoch 1786 | loss: 0.0311828 | val_loss: 0.0311835 | Time: 2238.66 ms
[2021-11-29 06:03:00 main:574] : INFO : Epoch 1787 | loss: 0.0311823 | val_loss: 0.0311896 | Time: 2202.08 ms
[2021-11-29 06:03:03 main:574] : INFO : Epoch 1788 | loss: 0.0311825 | val_loss: 0.0311907 | Time: 2228.5 ms
[2021-11-29 06:03:05 main:574] : INFO : Epoch 1789 | loss: 0.0311829 | val_loss: 0.0311835 | Time: 2207.61 ms
[2021-11-29 06:03:07 main:574] : INFO : Epoch 1790 | loss: 0.0311822 | val_loss: 0.0311835 | Time: 2233.14 ms
[2021-11-29 06:03:09 main:574] : INFO : Epoch 1791 | loss: 0.0311788 | val_loss: 0.0311826 | Time: 2205.09 ms
[2021-11-29 06:03:11 main:574] : INFO : Epoch 1792 | loss: 0.031179 | val_loss: 0.0311825 | Time: 2185.53 ms
[2021-11-29 06:03:14 main:574] : INFO : Epoch 1793 | loss: 0.0311799 | val_loss: 0.0311837 | Time: 2223.27 ms
[2021-11-29 06:03:16 main:574] : INFO : Epoch 1794 | loss: 0.0311808 | val_loss: 0.0311868 | Time: 2226.49 ms
[2021-11-29 06:03:18 main:574] : INFO : Epoch 1795 | loss: 0.0311833 | val_loss: 0.0311871 | Time: 2259.13 ms
[2021-11-29 06:03:20 main:574] : INFO : Epoch 1796 | loss: 0.0311821 | val_loss: 0.0311935 | Time: 2231.37 ms
[2021-11-29 06:03:23 main:574] : INFO : Epoch 1797 | loss: 0.0311859 | val_loss: 0.0311855 | Time: 2216.36 ms
[2021-11-29 06:03:25 main:574] : INFO : Epoch 1798 | loss: 0.0311812 | val_loss: 0.0311842 | Time: 2213.66 ms
[2021-11-29 06:03:27 main:574] : INFO : Epoch 1799 | loss: 0.0311835 | val_loss: 0.0311921 | Time: 2164.92 ms
[2021-11-29 06:03:29 main:574] : INFO : Epoch 1800 | loss: 0.0311808 | val_loss: 0.0311881 | Time: 2256.94 ms
[2021-11-29 06:03:31 main:574] : INFO : Epoch 1801 | loss: 0.0311801 | val_loss: 0.0311815 | Time: 2208.28 ms
[2021-11-29 06:03:34 main:574] : INFO : Epoch 1802 | loss: 0.0311785 | val_loss: 0.0311813 | Time: 2217.99 ms
[2021-11-29 06:03:36 main:574] : INFO : Epoch 1803 | loss: 0.0311794 | val_loss: 0.0311865 | Time: 2175.89 ms
[2021-11-29 06:03:38 main:574] : INFO : Epoch 1804 | loss: 0.0311778 | val_loss: 0.0311822 | Time: 2231.47 ms
[2021-11-29 06:03:40 main:574] : INFO : Epoch 1805 | loss: 0.0311778 | val_loss: 0.0311821 | Time: 2197.12 ms
[2021-11-29 06:03:43 main:574] : INFO : Epoch 1806 | loss: 0.031179 | val_loss: 0.0311827 | Time: 2264.15 ms
[2021-11-29 06:03:45 main:574] : INFO : Epoch 1807 | loss: 0.0311805 | val_loss: 0.031186 | Time: 2222.89 ms
[2021-11-29 06:03:47 main:574] : INFO : Epoch 1808 | loss: 0.0311829 | val_loss: 0.0311895 | Time: 2264.6 ms
[2021-11-29 06:03:49 main:574] : INFO : Epoch 1809 | loss: 0.0311789 | val_loss: 0.0311837 | Time: 2217.51 ms
[2021-11-29 06:03:52 main:574] : INFO : Epoch 1810 | loss: 0.0311772 | val_loss: 0.0311819 | Time: 2238.54 ms
[2021-11-29 06:03:54 main:574] : INFO : Epoch 1811 | loss: 0.0311768 | val_loss: 0.031183 | Time: 2215.21 ms
[2021-11-29 06:03:56 main:574] : INFO : Epoch 1812 | loss: 0.0311779 | val_loss: 0.0311819 | Time: 2220.64 ms
[2021-11-29 06:03:58 main:574] : INFO : Epoch 1813 | loss: 0.0311773 | val_loss: 0.0311848 | Time: 2210.79 ms
[2021-11-29 06:04:00 main:574] : INFO : Epoch 1814 | loss: 0.0311761 | val_loss: 0.0311806 | Time: 2213.13 ms
[2021-11-29 06:04:03 main:574] : INFO : Epoch 1815 | loss: 0.0311753 | val_loss: 0.0311806 | Time: 2217.39 ms
[2021-11-29 06:04:05 main:574] : INFO : Epoch 1816 | loss: 0.0311764 | val_loss: 0.0311815 | Time: 2236.81 ms
[2021-11-29 06:04:07 main:574] : INFO : Epoch 1817 | loss: 0.0311809 | val_loss: 0.0311851 | Time: 2227.07 ms
[2021-11-29 06:04:09 main:574] : INFO : Epoch 1818 | loss: 0.0311778 | val_loss: 0.0311802 | Time: 2227.8 ms
[2021-11-29 06:04:12 main:574] : INFO : Epoch 1819 | loss: 0.0311786 | val_loss: 0.0311802 | Time: 2222.84 ms
[2021-11-29 06:04:14 main:574] : INFO : Epoch 1820 | loss: 0.0311789 | val_loss: 0.0311832 | Time: 2233.33 ms
[2021-11-29 06:04:16 main:574] : INFO : Epoch 1821 | loss: 0.0311781 | val_loss: 0.0311807 | Time: 2255.34 ms
[2021-11-29 06:04:18 main:574] : INFO : Epoch 1822 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 2166.28 ms
[2021-11-29 06:04:20 main:574] : INFO : Epoch 1823 | loss: 0.0311802 | val_loss: 0.031184 | Time: 2226.5 ms
[2021-11-29 06:04:23 main:574] : INFO : Epoch 1824 | loss: 0.0311844 | val_loss: 0.0311855 | Time: 2239.59 ms
[2021-11-29 06:04:25 main:574] : INFO : Epoch 1825 | loss: 0.0311846 | val_loss: 0.0311819 | Time: 2213.51 ms
[2021-11-29 06:04:27 main:574] : INFO : Epoch 1826 | loss: 0.0311828 | val_loss: 0.0311825 | Time: 2222.75 ms
[2021-11-29 06:04:29 main:574] : INFO : Epoch 1827 | loss: 0.0311819 | val_loss: 0.0311833 | Time: 2221.35 ms
[2021-11-29 06:04:32 main:574] : INFO : Epoch 1828 | loss: 0.0311833 | val_loss: 0.0311888 | Time: 2230.54 ms
[2021-11-29 06:04:34 main:574] : INFO : Epoch 1829 | loss: 0.0311825 | val_loss: 0.0311781 | Time: 2236.36 ms
[2021-11-29 06:04:36 main:574] : INFO : Epoch 1830 | loss: 0.0311798 | val_loss: 0.0311778 | Time: 2217.37 ms
[2021-11-29 06:04:38 main:574] : INFO : Epoch 1831 | loss: 0.0311765 | val_loss: 0.0311834 | Time: 2229.06 ms
[2021-11-29 06:04:40 main:574] : INFO : Epoch 1832 | loss: 0.0311786 | val_loss: 0.031182 | Time: 2203.57 ms
[2021-11-29 06:04:43 main:574] : INFO : Epoch 1833 | loss: 0.0311805 | val_loss: 0.0311875 | Time: 2266.26 ms
[2021-11-29 06:04:45 main:574] : INFO : Epoch 1834 | loss: 0.0311821 | val_loss: 0.0311824 | Time: 2232.59 ms
[2021-11-29 06:04:47 main:574] : INFO : Epoch 1835 | loss: 0.0311795 | val_loss: 0.0311909 | Time: 2244.21 ms
[2021-11-29 06:04:49 main:574] : INFO : Epoch 1836 | loss: 0.0311806 | val_loss: 0.0311833 | Time: 2234.38 ms
[2021-11-29 06:04:52 main:574] : INFO : Epoch 1837 | loss: 0.0311802 | val_loss: 0.0311824 | Time: 2228.58 ms
[2021-11-29 06:04:54 main:574] : INFO : Epoch 1838 | loss: 0.0311803 | val_loss: 0.0311821 | Time: 2214.65 ms
[2021-11-29 06:04:56 main:574] : INFO : Epoch 1839 | loss: 0.0311762 | val_loss: 0.0311875 | Time: 2201.08 ms
[2021-11-29 06:04:58 main:574] : INFO : Epoch 1840 | loss: 0.0311808 | val_loss: 0.0311802 | Time: 2224.45 ms
[2021-11-29 06:05:01 main:574] : INFO : Epoch 1841 | loss: 0.0311787 | val_loss: 0.0311808 | Time: 2248.51 ms
[2021-11-29 06:05:03 main:574] : INFO : Epoch 1842 | loss: 0.031177 | val_loss: 0.0311813 | Time: 2209.25 ms
[2021-11-29 06:05:05 main:574] : INFO : Epoch 1843 | loss: 0.0311788 | val_loss: 0.031187 | Time: 2241.24 ms
[2021-11-29 06:05:07 main:574] : INFO : Epoch 1844 | loss: 0.0311764 | val_loss: 0.0311791 | Time: 2211.26 ms
[2021-11-29 06:05:10 main:574] : INFO : Epoch 1845 | loss: 0.0311769 | val_loss: 0.0311802 | Time: 2241.05 ms
[2021-11-29 06:05:12 main:574] : INFO : Epoch 1846 | loss: 0.03118 | val_loss: 0.0311816 | Time: 2232.25 ms
[2021-11-29 06:05:14 main:574] : INFO : Epoch 1847 | loss: 0.0311771 | val_loss: 0.0311791 | Time: 2231.75 ms
[2021-11-29 06:05:16 main:574] : INFO : Epoch 1848 | loss: 0.0311762 | val_loss: 0.0311918 | Time: 2225.57 ms
[2021-11-29 06:05:18 main:574] : INFO : Epoch 1849 | loss: 0.0311768 | val_loss: 0.0311774 | Time: 2227.74 ms
[2021-11-29 06:05:21 main:574] : INFO : Epoch 1850 | loss: 0.0311749 | val_loss: 0.0311785 | Time: 2250.39 ms
[2021-11-29 06:05:23 main:574] : INFO : Epoch 1851 | loss: 0.0311749 | val_loss: 0.0311809 | Time: 2318.95 ms
[2021-11-29 06:05:26 main:574] : INFO : Epoch 1852 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 2571.59 ms
[2021-11-29 06:05:28 main:574] : INFO : Epoch 1853 | loss: 0.031172 | val_loss: 0.0311818 | Time: 2214.87 ms
[2021-11-29 06:05:30 main:574] : INFO : Epoch 1854 | loss: 0.0311775 | val_loss: 0.0311756 | Time: 2219.7 ms
[2021-11-29 06:05:32 main:574] : INFO : Epoch 1855 | loss: 0.0311734 | val_loss: 0.0311768 | Time: 2200.19 ms
[2021-11-29 06:05:34 main:574] : INFO : Epoch 1856 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 2214.43 ms
[2021-11-29 06:05:37 main:574] : INFO : Epoch 1857 | loss: 0.0311709 | val_loss: 0.0311754 | Time: 2241.04 ms
[2021-11-29 06:05:39 main:574] : INFO : Epoch 1858 | loss: 0.0311719 | val_loss: 0.031175 | Time: 2218.09 ms
[2021-11-29 06:05:41 main:574] : INFO : Epoch 1859 | loss: 0.031171 | val_loss: 0.0311784 | Time: 2249.35 ms
[2021-11-29 06:05:44 main:574] : INFO : Epoch 1860 | loss: 0.0311725 | val_loss: 0.0311755 | Time: 2221.81 ms
[2021-11-29 06:05:46 main:574] : INFO : Epoch 1861 | loss: 0.0311725 | val_loss: 0.0311735 | Time: 2204.26 ms
[2021-11-29 06:05:48 main:574] : INFO : Epoch 1862 | loss: 0.0311784 | val_loss: 0.0311781 | Time: 2219.31 ms
[2021-11-29 06:05:50 main:574] : INFO : Epoch 1863 | loss: 0.0311768 | val_loss: 0.0311791 | Time: 2214.24 ms
[2021-11-29 06:05:52 main:574] : INFO : Epoch 1864 | loss: 0.0311777 | val_loss: 0.0311801 | Time: 2198.22 ms
[2021-11-29 06:05:55 main:574] : INFO : Epoch 1865 | loss: 0.0311757 | val_loss: 0.0311765 | Time: 2237.79 ms
[2021-11-29 06:05:57 main:574] : INFO : Epoch 1866 | loss: 0.0311738 | val_loss: 0.0311792 | Time: 2218.33 ms
[2021-11-29 06:05:59 main:574] : INFO : Epoch 1867 | loss: 0.0311753 | val_loss: 0.0311809 | Time: 2208.74 ms
[2021-11-29 06:06:01 main:574] : INFO : Epoch 1868 | loss: 0.0311778 | val_loss: 0.0311855 | Time: 2246.37 ms
[2021-11-29 06:06:04 main:574] : INFO : Epoch 1869 | loss: 0.0311732 | val_loss: 0.0311761 | Time: 2211.68 ms
[2021-11-29 06:06:06 main:574] : INFO : Epoch 1870 | loss: 0.0311737 | val_loss: 0.0311769 | Time: 2241.94 ms
[2021-11-29 06:06:08 main:574] : INFO : Epoch 1871 | loss: 0.0311716 | val_loss: 0.031176 | Time: 2217 ms
[2021-11-29 06:06:10 main:574] : INFO : Epoch 1872 | loss: 0.031172 | val_loss: 0.031183 | Time: 2197.22 ms
[2021-11-29 06:06:12 main:574] : INFO : Epoch 1873 | loss: 0.0311767 | val_loss: 0.0311796 | Time: 2221.62 ms
[2021-11-29 06:06:15 main:574] : INFO : Epoch 1874 | loss: 0.0311712 | val_loss: 0.0311754 | Time: 2238.96 ms
[2021-11-29 06:06:17 main:574] : INFO : Epoch 1875 | loss: 0.0311704 | val_loss: 0.0311753 | Time: 2253.9 ms
[2021-11-29 06:06:19 main:574] : INFO : Epoch 1876 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 2240.02 ms
[2021-11-29 06:06:21 main:574] : INFO : Epoch 1877 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 2255.87 ms
[2021-11-29 06:06:24 main:574] : INFO : Epoch 1878 | loss: 0.0311689 | val_loss: 0.0311766 | Time: 2239.49 ms
[2021-11-29 06:06:26 main:574] : INFO : Epoch 1879 | loss: 0.0311685 | val_loss: 0.0311771 | Time: 2220.31 ms
[2021-11-29 06:06:28 main:574] : INFO : Epoch 1880 | loss: 0.0311714 | val_loss: 0.0311857 | Time: 2217.58 ms
[2021-11-29 06:06:30 main:574] : INFO : Epoch 1881 | loss: 0.0311748 | val_loss: 0.0311803 | Time: 2219.56 ms
[2021-11-29 06:06:33 main:574] : INFO : Epoch 1882 | loss: 0.0311727 | val_loss: 0.0311758 | Time: 2251.2 ms
[2021-11-29 06:06:35 main:574] : INFO : Epoch 1883 | loss: 0.0311712 | val_loss: 0.0311821 | Time: 2246.49 ms
[2021-11-29 06:06:37 main:574] : INFO : Epoch 1884 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 2223.33 ms
[2021-11-29 06:06:39 main:574] : INFO : Epoch 1885 | loss: 0.0311702 | val_loss: 0.0311782 | Time: 2253.1 ms
[2021-11-29 06:06:42 main:574] : INFO : Epoch 1886 | loss: 0.0311697 | val_loss: 0.0311769 | Time: 2211.39 ms
[2021-11-29 06:06:44 main:574] : INFO : Epoch 1887 | loss: 0.0311677 | val_loss: 0.0311831 | Time: 2193.17 ms
[2021-11-29 06:06:46 main:574] : INFO : Epoch 1888 | loss: 0.0311692 | val_loss: 0.0311766 | Time: 2224.37 ms
[2021-11-29 06:06:48 main:574] : INFO : Epoch 1889 | loss: 0.0311692 | val_loss: 0.0311768 | Time: 2240.47 ms
[2021-11-29 06:06:50 main:574] : INFO : Epoch 1890 | loss: 0.03117 | val_loss: 0.0311773 | Time: 2214.24 ms
[2021-11-29 06:06:53 main:574] : INFO : Epoch 1891 | loss: 0.0311698 | val_loss: 0.0311767 | Time: 2226.71 ms
[2021-11-29 06:06:55 main:574] : INFO : Epoch 1892 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 2213.63 ms
[2021-11-29 06:06:57 main:574] : INFO : Epoch 1893 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 2248.73 ms
[2021-11-29 06:06:59 main:574] : INFO : Epoch 1894 | loss: 0.0311768 | val_loss: 0.0311818 | Time: 2221.7 ms
[2021-11-29 06:07:02 main:574] : INFO : Epoch 1895 | loss: 0.031177 | val_loss: 0.0311815 | Time: 2250.02 ms
[2021-11-29 06:07:04 main:574] : INFO : Epoch 1896 | loss: 0.0311787 | val_loss: 0.0311795 | Time: 2206.5 ms
[2021-11-29 06:07:06 main:574] : INFO : Epoch 1897 | loss: 0.0311749 | val_loss: 0.0311777 | Time: 2222.44 ms
[2021-11-29 06:07:08 main:574] : INFO : Epoch 1898 | loss: 0.0311713 | val_loss: 0.0311767 | Time: 2207.66 ms
[2021-11-29 06:07:10 main:574] : INFO : Epoch 1899 | loss: 0.0311712 | val_loss: 0.0311746 | Time: 2207.82 ms
[2021-11-29 06:07:13 main:574] : INFO : Epoch 1900 | loss: 0.031175 | val_loss: 0.0311891 | Time: 2246.29 ms
[2021-11-29 06:07:15 main:574] : INFO : Epoch 1901 | loss: 0.0311777 | val_loss: 0.0311866 | Time: 2212.07 ms
[2021-11-29 06:07:17 main:574] : INFO : Epoch 1902 | loss: 0.0311755 | val_loss: 0.0311806 | Time: 2214.62 ms
[2021-11-29 06:07:19 main:574] : INFO : Epoch 1903 | loss: 0.0311707 | val_loss: 0.031177 | Time: 2214.22 ms
[2021-11-29 06:07:22 main:574] : INFO : Epoch 1904 | loss: 0.0311705 | val_loss: 0.0311744 | Time: 2246.76 ms
[2021-11-29 06:07:24 main:574] : INFO : Epoch 1905 | loss: 0.0311695 | val_loss: 0.0311779 | Time: 2221.34 ms
[2021-11-29 06:07:26 main:574] : INFO : Epoch 1906 | loss: 0.0311697 | val_loss: 0.0311822 | Time: 2273.59 ms
[2021-11-29 06:07:28 main:574] : INFO : Epoch 1907 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 2246.27 ms
[2021-11-29 06:07:31 main:574] : INFO : Epoch 1908 | loss: 0.0311673 | val_loss: 0.031177 | Time: 2201.96 ms
[2021-11-29 06:07:33 main:574] : INFO : Epoch 1909 | loss: 0.0311673 | val_loss: 0.0311847 | Time: 2220.69 ms
[2021-11-29 06:07:35 main:574] : INFO : Epoch 1910 | loss: 0.0311693 | val_loss: 0.0311839 | Time: 2214.05 ms
[2021-11-29 06:07:37 main:574] : INFO : Epoch 1911 | loss: 0.03117 | val_loss: 0.0311815 | Time: 2214.48 ms
[2021-11-29 06:07:39 main:574] : INFO : Epoch 1912 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 2254.05 ms
[2021-11-29 06:07:42 main:574] : INFO : Epoch 1913 | loss: 0.0311704 | val_loss: 0.0311763 | Time: 2208.8 ms
[2021-11-29 06:07:44 main:574] : INFO : Epoch 1914 | loss: 0.0311692 | val_loss: 0.0311749 | Time: 2209.45 ms
[2021-11-29 06:07:46 main:574] : INFO : Epoch 1915 | loss: 0.0311683 | val_loss: 0.0311784 | Time: 2244.86 ms
[2021-11-29 06:07:48 main:574] : INFO : Epoch 1916 | loss: 0.0311687 | val_loss: 0.0311762 | Time: 2219 ms
[2021-11-29 06:07:51 main:574] : INFO : Epoch 1917 | loss: 0.0311706 | val_loss: 0.0311792 | Time: 2218.32 ms
[2021-11-29 06:07:53 main:574] : INFO : Epoch 1918 | loss: 0.031171 | val_loss: 0.0311761 | Time: 2236.9 ms
[2021-11-29 06:07:55 main:574] : INFO : Epoch 1919 | loss: 0.0311683 | val_loss: 0.0311748 | Time: 2255.06 ms
[2021-11-29 06:07:57 main:574] : INFO : Epoch 1920 | loss: 0.0311695 | val_loss: 0.0311704 | Time: 2213.35 ms
[2021-11-29 06:08:00 main:574] : INFO : Epoch 1921 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 2209.96 ms
[2021-11-29 06:08:02 main:574] : INFO : Epoch 1922 | loss: 0.0311638 | val_loss: 0.0311716 | Time: 2213.18 ms
[2021-11-29 06:08:04 main:574] : INFO : Epoch 1923 | loss: 0.0311635 | val_loss: 0.0311683 | Time: 2206.39 ms
[2021-11-29 06:08:06 main:574] : INFO : Epoch 1924 | loss: 0.031166 | val_loss: 0.031176 | Time: 2209.69 ms
[2021-11-29 06:08:08 main:574] : INFO : Epoch 1925 | loss: 0.0311647 | val_loss: 0.0311674 | Time: 2241.51 ms
[2021-11-29 06:08:11 main:574] : INFO : Epoch 1926 | loss: 0.0311641 | val_loss: 0.0311694 | Time: 2223.2 ms
[2021-11-29 06:08:13 main:574] : INFO : Epoch 1927 | loss: 0.0311638 | val_loss: 0.0311697 | Time: 2234.67 ms
[2021-11-29 06:08:15 main:574] : INFO : Epoch 1928 | loss: 0.0311633 | val_loss: 0.0311688 | Time: 2229.34 ms
[2021-11-29 06:08:17 main:574] : INFO : Epoch 1929 | loss: 0.0311632 | val_loss: 0.031171 | Time: 2237.89 ms
[2021-11-29 06:08:20 main:574] : INFO : Epoch 1930 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 2223.1 ms
[2021-11-29 06:08:22 main:574] : INFO : Epoch 1931 | loss: 0.0311683 | val_loss: 0.0311705 | Time: 2220.69 ms
[2021-11-29 06:08:24 main:574] : INFO : Epoch 1932 | loss: 0.0311642 | val_loss: 0.0311719 | Time: 2234.25 ms
[2021-11-29 06:08:26 main:574] : INFO : Epoch 1933 | loss: 0.031163 | val_loss: 0.0311696 | Time: 2235.79 ms
[2021-11-29 06:08:29 main:574] : INFO : Epoch 1934 | loss: 0.0311629 | val_loss: 0.0311735 | Time: 2227.02 ms
[2021-11-29 06:08:31 main:574] : INFO : Epoch 1935 | loss: 0.0311633 | val_loss: 0.031172 | Time: 2227.19 ms
[2021-11-29 06:08:33 main:574] : INFO : Epoch 1936 | loss: 0.0311624 | val_loss: 0.0311712 | Time: 2203.69 ms
[2021-11-29 06:08:35 main:574] : INFO : Epoch 1937 | loss: 0.0311644 | val_loss: 0.0311687 | Time: 2241.79 ms
[2021-11-29 06:08:37 main:574] : INFO : Epoch 1938 | loss: 0.0311612 | val_loss: 0.0311699 | Time: 2230.68 ms
[2021-11-29 06:08:40 main:574] : INFO : Epoch 1939 | loss: 0.0311698 | val_loss: 0.0311757 | Time: 2203.61 ms
[2021-11-29 06:08:42 main:574] : INFO : Epoch 1940 | loss: 0.0311779 | val_loss: 0.0314038 | Time: 2237.97 ms
[2021-11-29 06:08:44 main:574] : INFO : Epoch 1941 | loss: 0.0572857 | val_loss: 0.0425237 | Time: 2232.69 ms
[2021-11-29 06:08:46 main:574] : INFO : Epoch 1942 | loss: 0.0339617 | val_loss: 0.0318461 | Time: 2215.26 ms
[2021-11-29 06:08:49 main:574] : INFO : Epoch 1943 | loss: 0.0320261 | val_loss: 0.031323 | Time: 2232.32 ms
[2021-11-29 06:08:51 main:574] : INFO : Epoch 1944 | loss: 0.0313715 | val_loss: 0.0312918 | Time: 2234.47 ms
[2021-11-29 06:08:53 main:574] : INFO : Epoch 1945 | loss: 0.0312708 | val_loss: 0.0312585 | Time: 2247.42 ms
[2021-11-29 06:08:55 main:574] : INFO : Epoch 1946 | loss: 0.0312513 | val_loss: 0.0312456 | Time: 2238.6 ms
[2021-11-29 06:08:58 main:574] : INFO : Epoch 1947 | loss: 0.0312444 | val_loss: 0.031242 | Time: 2258.31 ms
[2021-11-29 06:09:00 main:574] : INFO : Epoch 1948 | loss: 0.0312424 | val_loss: 0.0312401 | Time: 2227.56 ms
[2021-11-29 06:09:02 main:574] : INFO : Epoch 1949 | loss: 0.0312404 | val_loss: 0.0312386 | Time: 2234.76 ms
[2021-11-29 06:09:04 main:574] : INFO : Epoch 1950 | loss: 0.0312393 | val_loss: 0.0312382 | Time: 2236.81 ms
[2021-11-29 06:09:07 main:574] : INFO : Epoch 1951 | loss: 0.0312385 | val_loss: 0.0312372 | Time: 2233.73 ms
[2021-11-29 06:09:09 main:574] : INFO : Epoch 1952 | loss: 0.0312368 | val_loss: 0.0312349 | Time: 2242.01 ms
[2021-11-29 06:09:11 main:574] : INFO : Epoch 1953 | loss: 0.0312354 | val_loss: 0.0312341 | Time: 2224.44 ms
[2021-11-29 06:09:13 main:574] : INFO : Epoch 1954 | loss: 0.031234 | val_loss: 0.0312328 | Time: 2211.23 ms
[2021-11-29 06:09:15 main:574] : INFO : Epoch 1955 | loss: 0.0312326 | val_loss: 0.0312313 | Time: 2238.42 ms
[2021-11-29 06:09:18 main:574] : INFO : Epoch 1956 | loss: 0.0312316 | val_loss: 0.0312307 | Time: 2204.59 ms
[2021-11-29 06:09:20 main:574] : INFO : Epoch 1957 | loss: 0.0312306 | val_loss: 0.0312289 | Time: 2244.81 ms
[2021-11-29 06:09:22 main:574] : INFO : Epoch 1958 | loss: 0.031229 | val_loss: 0.0312281 | Time: 2215.44 ms
[2021-11-29 06:09:24 main:574] : INFO : Epoch 1959 | loss: 0.0312283 | val_loss: 0.0312265 | Time: 2257.19 ms
[2021-11-29 06:09:27 main:574] : INFO : Epoch 1960 | loss: 0.0312263 | val_loss: 0.0312244 | Time: 2229.2 ms
[2021-11-29 06:09:29 main:574] : INFO : Epoch 1961 | loss: 0.0312245 | val_loss: 0.0312227 | Time: 2255.08 ms
[2021-11-29 06:09:31 main:574] : INFO : Epoch 1962 | loss: 0.0312232 | val_loss: 0.0312214 | Time: 2219.87 ms
[2021-11-29 06:09:33 main:574] : INFO : Epoch 1963 | loss: 0.031222 | val_loss: 0.03122 | Time: 2233.73 ms
[2021-11-29 06:09:36 main:574] : INFO : Epoch 1964 | loss: 0.0312208 | val_loss: 0.0312192 | Time: 2218.45 ms
[2021-11-29 06:09:38 main:574] : INFO : Epoch 1965 | loss: 0.0312182 | val_loss: 0.031216 | Time: 2229.52 ms
[2021-11-29 06:09:40 main:574] : INFO : Epoch 1966 | loss: 0.0312165 | val_loss: 0.0312141 | Time: 2234.83 ms
[2021-11-29 06:09:42 main:574] : INFO : Epoch 1967 | loss: 0.0312152 | val_loss: 0.0312132 | Time: 2217.11 ms
[2021-11-29 06:09:44 main:574] : INFO : Epoch 1968 | loss: 0.0312139 | val_loss: 0.0312114 | Time: 2205.69 ms
[2021-11-29 06:09:47 main:574] : INFO : Epoch 1969 | loss: 0.0312135 | val_loss: 0.0312147 | Time: 2257.59 ms
[2021-11-29 06:09:49 main:574] : INFO : Epoch 1970 | loss: 0.0312124 | val_loss: 0.0312087 | Time: 2222.03 ms
[2021-11-29 06:09:51 main:574] : INFO : Epoch 1971 | loss: 0.0312101 | val_loss: 0.031208 | Time: 2204.94 ms
[2021-11-29 06:09:53 main:574] : INFO : Epoch 1972 | loss: 0.0312095 | val_loss: 0.0312064 | Time: 2226.96 ms
[2021-11-29 06:09:56 main:574] : INFO : Epoch 1973 | loss: 0.0312083 | val_loss: 0.0312051 | Time: 2213.14 ms
[2021-11-29 06:09:58 main:574] : INFO : Epoch 1974 | loss: 0.0312062 | val_loss: 0.0312042 | Time: 2232.29 ms
[2021-11-29 06:10:00 main:574] : INFO : Epoch 1975 | loss: 0.0312056 | val_loss: 0.0312037 | Time: 2237.46 ms
[2021-11-29 06:10:02 main:574] : INFO : Epoch 1976 | loss: 0.0312047 | val_loss: 0.0312027 | Time: 2233.07 ms
[2021-11-29 06:10:04 main:574] : INFO : Epoch 1977 | loss: 0.0312032 | val_loss: 0.0312012 | Time: 2208.16 ms
[2021-11-29 06:10:07 main:574] : INFO : Epoch 1978 | loss: 0.0312022 | val_loss: 0.0312004 | Time: 2238.13 ms
[2021-11-29 06:10:09 main:574] : INFO : Epoch 1979 | loss: 0.0312012 | val_loss: 0.0311997 | Time: 2213.33 ms
[2021-11-29 06:10:11 main:574] : INFO : Epoch 1980 | loss: 0.0312001 | val_loss: 0.0311995 | Time: 2225.39 ms
[2021-11-29 06:10:13 main:574] : INFO : Epoch 1981 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 2264.46 ms
[2021-11-29 06:10:16 main:574] : INFO : Epoch 1982 | loss: 0.0311985 | val_loss: 0.0312024 | Time: 2234.18 ms
[2021-11-29 06:10:18 main:574] : INFO : Epoch 1983 | loss: 0.0311994 | val_loss: 0.0311988 | Time: 2223.18 ms
[2021-11-29 06:10:20 main:574] : INFO : Epoch 1984 | loss: 0.0311976 | val_loss: 0.0311968 | Time: 2261.49 ms
[2021-11-29 06:10:22 main:574] : INFO : Epoch 1985 | loss: 0.0311968 | val_loss: 0.0311962 | Time: 2223.02 ms
[2021-11-29 06:10:25 main:574] : INFO : Epoch 1986 | loss: 0.0311966 | val_loss: 0.0311957 | Time: 2232.42 ms
[2021-11-29 06:10:27 main:574] : INFO : Epoch 1987 | loss: 0.0311965 | val_loss: 0.0311961 | Time: 2238.12 ms
[2021-11-29 06:10:29 main:574] : INFO : Epoch 1988 | loss: 0.031196 | val_loss: 0.0311957 | Time: 2249.62 ms
[2021-11-29 06:10:31 main:574] : INFO : Epoch 1989 | loss: 0.0311955 | val_loss: 0.0311964 | Time: 2231.14 ms
[2021-11-29 06:10:34 main:574] : INFO : Epoch 1990 | loss: 0.0311967 | val_loss: 0.0311982 | Time: 2247.28 ms
[2021-11-29 06:10:36 main:574] : INFO : Epoch 1991 | loss: 0.0311978 | val_loss: 0.0311969 | Time: 2216.77 ms
[2021-11-29 06:10:38 main:574] : INFO : Epoch 1992 | loss: 0.0311979 | val_loss: 0.031196 | Time: 2241.62 ms
[2021-11-29 06:10:40 main:574] : INFO : Epoch 1993 | loss: 0.0311958 | val_loss: 0.0311952 | Time: 2226.89 ms
[2021-11-29 06:10:43 main:574] : INFO : Epoch 1994 | loss: 0.0311958 | val_loss: 0.0311958 | Time: 2244.85 ms
[2021-11-29 06:10:45 main:574] : INFO : Epoch 1995 | loss: 0.0311957 | val_loss: 0.0311962 | Time: 2206.79 ms
[2021-11-29 06:10:47 main:574] : INFO : Epoch 1996 | loss: 0.0311977 | val_loss: 0.031196 | Time: 2295.01 ms
[2021-11-29 06:10:49 main:574] : INFO : Epoch 1997 | loss: 0.0311963 | val_loss: 0.0311958 | Time: 2221.8 ms
[2021-11-29 06:10:52 main:574] : INFO : Epoch 1998 | loss: 0.0311947 | val_loss: 0.0311951 | Time: 2262.7 ms
[2021-11-29 06:10:54 main:574] : INFO : Epoch 1999 | loss: 0.0311945 | val_loss: 0.0311946 | Time: 2243.54 ms
[2021-11-29 06:10:56 main:574] : INFO : Epoch 2000 | loss: 0.0311947 | val_loss: 0.0311938 | Time: 2241.16 ms
[2021-11-29 06:10:58 main:574] : INFO : Epoch 2001 | loss: 0.0311944 | val_loss: 0.0311938 | Time: 2196.86 ms
[2021-11-29 06:11:00 main:574] : INFO : Epoch 2002 | loss: 0.031195 | val_loss: 0.0311934 | Time: 2209.4 ms
[2021-11-29 06:11:03 main:574] : INFO : Epoch 2003 | loss: 0.0311943 | val_loss: 0.0311931 | Time: 2223.94 ms
[2021-11-29 06:11:05 main:574] : INFO : Epoch 2004 | loss: 0.0311939 | val_loss: 0.0311936 | Time: 2217.22 ms
[2021-11-29 06:11:07 main:574] : INFO : Epoch 2005 | loss: 0.0311936 | val_loss: 0.0311936 | Time: 2242.41 ms
[2021-11-29 06:11:09 main:574] : INFO : Epoch 2006 | loss: 0.0311928 | val_loss: 0.0311993 | Time: 2210.11 ms
[2021-11-29 06:11:12 main:574] : INFO : Epoch 2007 | loss: 0.0311946 | val_loss: 0.0311983 | Time: 2252.28 ms
[2021-11-29 06:11:14 main:574] : INFO : Epoch 2008 | loss: 0.0311938 | val_loss: 0.0311959 | Time: 2221.46 ms
[2021-11-29 06:11:16 main:574] : INFO : Epoch 2009 | loss: 0.0311934 | val_loss: 0.0311947 | Time: 2242.91 ms
[2021-11-29 06:11:18 main:574] : INFO : Epoch 2010 | loss: 0.0311947 | val_loss: 0.031196 | Time: 2225.56 ms
[2021-11-29 06:11:21 main:574] : INFO : Epoch 2011 | loss: 0.0311944 | val_loss: 0.0311946 | Time: 2234.47 ms
[2021-11-29 06:11:23 main:574] : INFO : Epoch 2012 | loss: 0.0311938 | val_loss: 0.0311945 | Time: 2232.26 ms
[2021-11-29 06:11:25 main:574] : INFO : Epoch 2013 | loss: 0.0311939 | val_loss: 0.0311958 | Time: 2232.39 ms
[2021-11-29 06:11:27 main:574] : INFO : Epoch 2014 | loss: 0.0311941 | val_loss: 0.0311938 | Time: 2225.31 ms
[2021-11-29 06:11:30 main:574] : INFO : Epoch 2015 | loss: 0.0311941 | val_loss: 0.031193 | Time: 2239.9 ms
[2021-11-29 06:11:32 main:574] : INFO : Epoch 2016 | loss: 0.0311938 | val_loss: 0.0311944 | Time: 2234.47 ms
[2021-11-29 06:11:34 main:574] : INFO : Epoch 2017 | loss: 0.0311922 | val_loss: 0.0311907 | Time: 2223.63 ms
[2021-11-29 06:11:36 main:574] : INFO : Epoch 2018 | loss: 0.0311909 | val_loss: 0.0311897 | Time: 2222.12 ms
[2021-11-29 06:11:38 main:574] : INFO : Epoch 2019 | loss: 0.0311906 | val_loss: 0.0311911 | Time: 2228.97 ms
[2021-11-29 06:11:41 main:574] : INFO : Epoch 2020 | loss: 0.0311899 | val_loss: 0.0311884 | Time: 2237.86 ms
[2021-11-29 06:11:43 main:574] : INFO : Epoch 2021 | loss: 0.0311917 | val_loss: 0.0311903 | Time: 2200.62 ms
[2021-11-29 06:11:45 main:574] : INFO : Epoch 2022 | loss: 0.0311892 | val_loss: 0.0311888 | Time: 2226.76 ms
[2021-11-29 06:11:47 main:574] : INFO : Epoch 2023 | loss: 0.031189 | val_loss: 0.0311914 | Time: 2232 ms
[2021-11-29 06:11:50 main:574] : INFO : Epoch 2024 | loss: 0.0311906 | val_loss: 0.0311909 | Time: 2201.15 ms
[2021-11-29 06:11:52 main:574] : INFO : Epoch 2025 | loss: 0.0311886 | val_loss: 0.0311865 | Time: 2220.38 ms
[2021-11-29 06:11:54 main:574] : INFO : Epoch 2026 | loss: 0.0311874 | val_loss: 0.0311864 | Time: 2236.95 ms
[2021-11-29 06:11:56 main:574] : INFO : Epoch 2027 | loss: 0.0311874 | val_loss: 0.0311875 | Time: 2238.34 ms
[2021-11-29 06:11:58 main:574] : INFO : Epoch 2028 | loss: 0.0311864 | val_loss: 0.0311852 | Time: 2233.96 ms
[2021-11-29 06:12:01 main:574] : INFO : Epoch 2029 | loss: 0.0311871 | val_loss: 0.0311848 | Time: 2268.33 ms
[2021-11-29 06:12:03 main:574] : INFO : Epoch 2030 | loss: 0.0311865 | val_loss: 0.0311864 | Time: 2232.44 ms
[2021-11-29 06:12:05 main:574] : INFO : Epoch 2031 | loss: 0.0311863 | val_loss: 0.0311854 | Time: 2242.07 ms
[2021-11-29 06:12:07 main:574] : INFO : Epoch 2032 | loss: 0.0311863 | val_loss: 0.031186 | Time: 2228.79 ms
[2021-11-29 06:12:10 main:574] : INFO : Epoch 2033 | loss: 0.0311859 | val_loss: 0.031188 | Time: 2236.92 ms
[2021-11-29 06:12:12 main:574] : INFO : Epoch 2034 | loss: 0.0311882 | val_loss: 0.0311883 | Time: 2212.67 ms
[2021-11-29 06:12:14 main:574] : INFO : Epoch 2035 | loss: 0.0311884 | val_loss: 0.0311868 | Time: 2253.13 ms
[2021-11-29 06:12:16 main:574] : INFO : Epoch 2036 | loss: 0.0311881 | val_loss: 0.0311883 | Time: 2220.84 ms
[2021-11-29 06:12:19 main:574] : INFO : Epoch 2037 | loss: 0.0311857 | val_loss: 0.0311841 | Time: 2229.64 ms
[2021-11-29 06:12:21 main:574] : INFO : Epoch 2038 | loss: 0.0311845 | val_loss: 0.0311834 | Time: 2201.68 ms
[2021-11-29 06:12:23 main:574] : INFO : Epoch 2039 | loss: 0.0311841 | val_loss: 0.0311865 | Time: 2223.91 ms
[2021-11-29 06:12:25 main:574] : INFO : Epoch 2040 | loss: 0.0311846 | val_loss: 0.031184 | Time: 2216.98 ms
[2021-11-29 06:12:28 main:574] : INFO : Epoch 2041 | loss: 0.0311841 | val_loss: 0.0311839 | Time: 2234.7 ms
[2021-11-29 06:12:30 main:574] : INFO : Epoch 2042 | loss: 0.0311836 | val_loss: 0.0311843 | Time: 2242.83 ms
[2021-11-29 06:12:32 main:574] : INFO : Epoch 2043 | loss: 0.0311837 | val_loss: 0.0311846 | Time: 2191.34 ms
[2021-11-29 06:12:34 main:574] : INFO : Epoch 2044 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 2235.99 ms
[2021-11-29 06:12:36 main:574] : INFO : Epoch 2045 | loss: 0.031185 | val_loss: 0.0311842 | Time: 2245.02 ms
[2021-11-29 06:12:39 main:574] : INFO : Epoch 2046 | loss: 0.0311858 | val_loss: 0.0311828 | Time: 2261.07 ms
[2021-11-29 06:12:41 main:574] : INFO : Epoch 2047 | loss: 0.031184 | val_loss: 0.0311852 | Time: 2228.71 ms
[2021-11-29 06:12:43 main:574] : INFO : Epoch 2048 | loss: 0.0311855 | val_loss: 0.0311834 | Time: 2236.28 ms
[2021-11-29 06:12:43 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311834
[2021-11-29 06:12:43 main:603] : INFO : Saving end state to config to file
[2021-11-29 06:12:43 main:608] : INFO : Success, exiting..
06:12:43 (13336): 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)