Task 9125915
| Name | ParityModified-1636181508-7904-2-0_0 |
| Workunit | 6567506 |
| Created | 23 Nov 2021, 5:11:50 UTC |
| Sent | 28 Nov 2021, 11:06:30 UTC |
| Report deadline | 6 Dec 2021, 11:06:30 UTC |
| Received | 29 Nov 2021, 2:41:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 15 min 55 sec |
| CPU time | 1 hours 15 min 29 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: 0.0310579 | val_loss: 0.0311794 | Time: 2213.83 ms
[2021-11-29 03:22:14 main:574] : INFO : Epoch 1543 | loss: 0.0310578 | val_loss: 0.0311848 | Time: 2211.13 ms
[2021-11-29 03:22:16 main:574] : INFO : Epoch 1544 | loss: 0.031054 | val_loss: 0.031175 | Time: 2215.07 ms
[2021-11-29 03:22:18 main:574] : INFO : Epoch 1545 | loss: 0.0310542 | val_loss: 0.0311878 | Time: 2248.02 ms
[2021-11-29 03:22:20 main:574] : INFO : Epoch 1546 | loss: 0.0310547 | val_loss: 0.0311737 | Time: 2224.83 ms
[2021-11-29 03:22:23 main:574] : INFO : Epoch 1547 | loss: 0.0310534 | val_loss: 0.0311936 | Time: 2230.12 ms
[2021-11-29 03:22:25 main:574] : INFO : Epoch 1548 | loss: 0.0310521 | val_loss: 0.0311796 | Time: 2205.89 ms
[2021-11-29 03:22:27 main:574] : INFO : Epoch 1549 | loss: 0.0310565 | val_loss: 0.0311845 | Time: 2238.28 ms
[2021-11-29 03:22:29 main:574] : INFO : Epoch 1550 | loss: 0.0310558 | val_loss: 0.0311873 | Time: 2236.24 ms
[2021-11-29 03:22:32 main:574] : INFO : Epoch 1551 | loss: 0.0310516 | val_loss: 0.0311918 | Time: 2198.16 ms
[2021-11-29 03:22:34 main:574] : INFO : Epoch 1552 | loss: 0.0310567 | val_loss: 0.0311865 | Time: 2229.81 ms
[2021-11-29 03:22:36 main:574] : INFO : Epoch 1553 | loss: 0.0310645 | val_loss: 0.0311858 | Time: 2206.21 ms
[2021-11-29 03:22:38 main:574] : INFO : Epoch 1554 | loss: 0.031063 | val_loss: 0.0311757 | Time: 2192.75 ms
[2021-11-29 03:22:40 main:574] : INFO : Epoch 1555 | loss: 0.0310665 | val_loss: 0.0311905 | Time: 2227.5 ms
[2021-11-29 03:22:43 main:574] : INFO : Epoch 1556 | loss: 0.0310635 | val_loss: 0.031193 | Time: 2212.11 ms
[2021-11-29 03:22:45 main:574] : INFO : Epoch 1557 | loss: 0.0310634 | val_loss: 0.0311899 | Time: 2234.46 ms
[2021-11-29 03:22:47 main:574] : INFO : Epoch 1558 | loss: 0.03106 | val_loss: 0.0311859 | Time: 2222.18 ms
[2021-11-29 03:22:49 main:574] : INFO : Epoch 1559 | loss: 0.0310633 | val_loss: 0.0311754 | Time: 2210.21 ms
[2021-11-29 03:22:51 main:574] : INFO : Epoch 1560 | loss: 0.0310631 | val_loss: 0.0311702 | Time: 2206.25 ms
[2021-11-29 03:22:54 main:574] : INFO : Epoch 1561 | loss: 0.0310652 | val_loss: 0.0311818 | Time: 2211.12 ms
[2021-11-29 03:22:56 main:574] : INFO : Epoch 1562 | loss: 0.0310619 | val_loss: 0.0311851 | Time: 2197.5 ms
[2021-11-29 03:22:58 main:574] : INFO : Epoch 1563 | loss: 0.031071 | val_loss: 0.0311736 | Time: 2220.31 ms
[2021-11-29 03:23:00 main:574] : INFO : Epoch 1564 | loss: 0.0310739 | val_loss: 0.0311956 | Time: 2204.32 ms
[2021-11-29 03:23:03 main:574] : INFO : Epoch 1565 | loss: 0.0310688 | val_loss: 0.0311887 | Time: 2216.06 ms
[2021-11-29 03:23:05 main:574] : INFO : Epoch 1566 | loss: 0.0310846 | val_loss: 0.0311625 | Time: 2217.01 ms
[2021-11-29 03:23:07 main:574] : INFO : Epoch 1567 | loss: 0.0310888 | val_loss: 0.0311722 | Time: 2226.78 ms
[2021-11-29 03:23:09 main:574] : INFO : Epoch 1568 | loss: 0.0310856 | val_loss: 0.0311846 | Time: 2232.29 ms
[2021-11-29 03:23:11 main:574] : INFO : Epoch 1569 | loss: 0.031143 | val_loss: 0.0311636 | Time: 2222.65 ms
[2021-11-29 03:23:14 main:574] : INFO : Epoch 1570 | loss: 0.0311284 | val_loss: 0.0311637 | Time: 2202.92 ms
[2021-11-29 03:23:16 main:574] : INFO : Epoch 1571 | loss: 0.0311142 | val_loss: 0.0311665 | Time: 2227.88 ms
[2021-11-29 03:23:18 main:574] : INFO : Epoch 1572 | loss: 0.0311081 | val_loss: 0.0311672 | Time: 2210.54 ms
[2021-11-29 03:23:20 main:574] : INFO : Epoch 1573 | loss: 0.0310997 | val_loss: 0.0311561 | Time: 2224.09 ms
[2021-11-29 03:23:23 main:574] : INFO : Epoch 1574 | loss: 0.0310928 | val_loss: 0.0311576 | Time: 2196.74 ms
[2021-11-29 03:23:25 main:574] : INFO : Epoch 1575 | loss: 0.0310888 | val_loss: 0.0311685 | Time: 2224.85 ms
[2021-11-29 03:23:27 main:574] : INFO : Epoch 1576 | loss: 0.0310918 | val_loss: 0.0311624 | Time: 2196.41 ms
[2021-11-29 03:23:29 main:574] : INFO : Epoch 1577 | loss: 0.0310874 | val_loss: 0.0311712 | Time: 2220.88 ms
[2021-11-29 03:23:31 main:574] : INFO : Epoch 1578 | loss: 0.0310822 | val_loss: 0.0311671 | Time: 2226.47 ms
[2021-11-29 03:23:34 main:574] : INFO : Epoch 1579 | loss: 0.0310779 | val_loss: 0.0311711 | Time: 2202.69 ms
[2021-11-29 03:23:36 main:574] : INFO : Epoch 1580 | loss: 0.0310736 | val_loss: 0.0311652 | Time: 2218.88 ms
[2021-11-29 03:23:38 main:574] : INFO : Epoch 1581 | loss: 0.0310767 | val_loss: 0.0311811 | Time: 2237.86 ms
[2021-11-29 03:23:40 main:574] : INFO : Epoch 1582 | loss: 0.0310852 | val_loss: 0.0311728 | Time: 2215.25 ms
[2021-11-29 03:23:43 main:574] : INFO : Epoch 1583 | loss: 0.0310795 | val_loss: 0.0311635 | Time: 2212.33 ms
[2021-11-29 03:23:45 main:574] : INFO : Epoch 1584 | loss: 0.0310722 | val_loss: 0.0311772 | Time: 2211.77 ms
[2021-11-29 03:23:47 main:574] : INFO : Epoch 1585 | loss: 0.0310684 | val_loss: 0.0311657 | Time: 2230.76 ms
[2021-11-29 03:23:49 main:574] : INFO : Epoch 1586 | loss: 0.0310672 | val_loss: 0.0311708 | Time: 2222.42 ms
[2021-11-29 03:23:51 main:574] : INFO : Epoch 1587 | loss: 0.0310705 | val_loss: 0.0311752 | Time: 2243.23 ms
[2021-11-29 03:23:54 main:574] : INFO : Epoch 1588 | loss: 0.031071 | val_loss: 0.0311732 | Time: 2215.84 ms
[2021-11-29 03:23:56 main:574] : INFO : Epoch 1589 | loss: 0.0310719 | val_loss: 0.0311773 | Time: 2214.59 ms
[2021-11-29 03:23:58 main:574] : INFO : Epoch 1590 | loss: 0.0310659 | val_loss: 0.0311806 | Time: 2191.59 ms
[2021-11-29 03:24:00 main:574] : INFO : Epoch 1591 | loss: 0.0310589 | val_loss: 0.0311816 | Time: 2204.18 ms
[2021-11-29 03:24:03 main:574] : INFO : Epoch 1592 | loss: 0.031061 | val_loss: 0.0311777 | Time: 2209.64 ms
[2021-11-29 03:24:05 main:574] : INFO : Epoch 1593 | loss: 0.03106 | val_loss: 0.0311762 | Time: 2194.51 ms
[2021-11-29 03:24:07 main:574] : INFO : Epoch 1594 | loss: 0.0310566 | val_loss: 0.0311804 | Time: 2265.75 ms
[2021-11-29 03:24:09 main:574] : INFO : Epoch 1595 | loss: 0.0310525 | val_loss: 0.031183 | Time: 2203.69 ms
[2021-11-29 03:24:11 main:574] : INFO : Epoch 1596 | loss: 0.0310534 | val_loss: 0.0311803 | Time: 2201.09 ms
[2021-11-29 03:24:14 main:574] : INFO : Epoch 1597 | loss: 0.0310598 | val_loss: 0.0311777 | Time: 2226.36 ms
[2021-11-29 03:24:16 main:574] : INFO : Epoch 1598 | loss: 0.0310598 | val_loss: 0.0311789 | Time: 2235.91 ms
[2021-11-29 03:24:18 main:574] : INFO : Epoch 1599 | loss: 0.0310597 | val_loss: 0.0311898 | Time: 2210.29 ms
[2021-11-29 03:24:20 main:574] : INFO : Epoch 1600 | loss: 0.0310578 | val_loss: 0.0311738 | Time: 2231.2 ms
[2021-11-29 03:24:23 main:574] : INFO : Epoch 1601 | loss: 0.0310775 | val_loss: 0.0311887 | Time: 2248.96 ms
[2021-11-29 03:24:25 main:574] : INFO : Epoch 1602 | loss: 0.031081 | val_loss: 0.0311674 | Time: 2223.57 ms
[2021-11-29 03:24:27 main:574] : INFO : Epoch 1603 | loss: 0.0310731 | val_loss: 0.0311871 | Time: 2211.72 ms
[2021-11-29 03:24:29 main:574] : INFO : Epoch 1604 | loss: 0.0310676 | val_loss: 0.0311811 | Time: 2200.31 ms
[2021-11-29 03:24:31 main:574] : INFO : Epoch 1605 | loss: 0.0310661 | val_loss: 0.03118 | Time: 2239.05 ms
[2021-11-29 03:24:34 main:574] : INFO : Epoch 1606 | loss: 0.0310619 | val_loss: 0.0311794 | Time: 2201.82 ms
[2021-11-29 03:24:36 main:574] : INFO : Epoch 1607 | loss: 0.0310623 | val_loss: 0.0311742 | Time: 2204.12 ms
[2021-11-29 03:24:38 main:574] : INFO : Epoch 1608 | loss: 0.0310646 | val_loss: 0.0311837 | Time: 2229.05 ms
[2021-11-29 03:24:40 main:574] : INFO : Epoch 1609 | loss: 0.0310608 | val_loss: 0.0311845 | Time: 2202.25 ms
[2021-11-29 03:24:43 main:574] : INFO : Epoch 1610 | loss: 0.0310894 | val_loss: 0.031162 | Time: 2240.34 ms
[2021-11-29 03:24:45 main:574] : INFO : Epoch 1611 | loss: 0.0310836 | val_loss: 0.0311777 | Time: 2206.96 ms
[2021-11-29 03:24:47 main:574] : INFO : Epoch 1612 | loss: 0.031074 | val_loss: 0.0311691 | Time: 2208.97 ms
[2021-11-29 03:24:49 main:574] : INFO : Epoch 1613 | loss: 0.0310722 | val_loss: 0.0311683 | Time: 2214.49 ms
[2021-11-29 03:24:51 main:574] : INFO : Epoch 1614 | loss: 0.0310693 | val_loss: 0.0311837 | Time: 2194.33 ms
[2021-11-29 03:24:54 main:574] : INFO : Epoch 1615 | loss: 0.031071 | val_loss: 0.0311719 | Time: 2233.38 ms
[2021-11-29 03:24:56 main:574] : INFO : Epoch 1616 | loss: 0.0310704 | val_loss: 0.0311702 | Time: 2215.83 ms
[2021-11-29 03:24:58 main:574] : INFO : Epoch 1617 | loss: 0.0310703 | val_loss: 0.0311732 | Time: 2219.78 ms
[2021-11-29 03:25:00 main:574] : INFO : Epoch 1618 | loss: 0.0310735 | val_loss: 0.0311563 | Time: 2200.34 ms
[2021-11-29 03:25:02 main:574] : INFO : Epoch 1619 | loss: 0.0310825 | val_loss: 0.0311665 | Time: 2217.01 ms
[2021-11-29 03:25:05 main:574] : INFO : Epoch 1620 | loss: 0.0310832 | val_loss: 0.0311849 | Time: 2181.88 ms
[2021-11-29 03:25:07 main:574] : INFO : Epoch 1621 | loss: 0.0310797 | val_loss: 0.0311707 | Time: 2235.38 ms
[2021-11-29 03:25:09 main:574] : INFO : Epoch 1622 | loss: 0.0310739 | val_loss: 0.0311802 | Time: 2237.04 ms
[2021-11-29 03:25:11 main:574] : INFO : Epoch 1623 | loss: 0.0310734 | val_loss: 0.0311573 | Time: 2203.26 ms
[2021-11-29 03:25:14 main:574] : INFO : Epoch 1624 | loss: 0.031076 | val_loss: 0.0311784 | Time: 2246.58 ms
[2021-11-29 03:25:16 main:574] : INFO : Epoch 1625 | loss: 0.0310731 | val_loss: 0.0311749 | Time: 2208.6 ms
[2021-11-29 03:25:18 main:574] : INFO : Epoch 1626 | loss: 0.0310635 | val_loss: 0.031179 | Time: 2209.61 ms
[2021-11-29 03:25:20 main:574] : INFO : Epoch 1627 | loss: 0.0310685 | val_loss: 0.0311766 | Time: 2204.51 ms
[2021-11-29 03:25:22 main:574] : INFO : Epoch 1628 | loss: 0.031072 | val_loss: 0.0311793 | Time: 2204.16 ms
[2021-11-29 03:25:25 main:574] : INFO : Epoch 1629 | loss: 0.0310664 | val_loss: 0.0311796 | Time: 2208.38 ms
[2021-11-29 03:25:27 main:574] : INFO : Epoch 1630 | loss: 0.0310617 | val_loss: 0.0311803 | Time: 2206.53 ms
[2021-11-29 03:25:29 main:574] : INFO : Epoch 1631 | loss: 0.0310622 | val_loss: 0.0311758 | Time: 2204.27 ms
[2021-11-29 03:25:31 main:574] : INFO : Epoch 1632 | loss: 0.0310566 | val_loss: 0.0311975 | Time: 2215.21 ms
[2021-11-29 03:25:34 main:574] : INFO : Epoch 1633 | loss: 0.0310587 | val_loss: 0.0311807 | Time: 2216.1 ms
[2021-11-29 03:25:36 main:574] : INFO : Epoch 1634 | loss: 0.0310572 | val_loss: 0.0311786 | Time: 2226.39 ms
[2021-11-29 03:25:38 main:574] : INFO : Epoch 1635 | loss: 0.031057 | val_loss: 0.0311833 | Time: 2208.79 ms
[2021-11-29 03:25:40 main:574] : INFO : Epoch 1636 | loss: 0.0310603 | val_loss: 0.0311867 | Time: 2205.12 ms
[2021-11-29 03:25:42 main:574] : INFO : Epoch 1637 | loss: 0.031063 | val_loss: 0.031174 | Time: 2228.78 ms
[2021-11-29 03:25:45 main:574] : INFO : Epoch 1638 | loss: 0.0310592 | val_loss: 0.0311797 | Time: 2198.01 ms
[2021-11-29 03:25:47 main:574] : INFO : Epoch 1639 | loss: 0.0310642 | val_loss: 0.0311848 | Time: 2241.9 ms
[2021-11-29 03:25:49 main:574] : INFO : Epoch 1640 | loss: 0.0310664 | val_loss: 0.0311786 | Time: 2191.53 ms
[2021-11-29 03:25:51 main:574] : INFO : Epoch 1641 | loss: 0.03106 | val_loss: 0.0311798 | Time: 2214.5 ms
[2021-11-29 03:25:53 main:574] : INFO : Epoch 1642 | loss: 0.0310667 | val_loss: 0.0311661 | Time: 2231.34 ms
[2021-11-29 03:25:56 main:574] : INFO : Epoch 1643 | loss: 0.0310661 | val_loss: 0.0311885 | Time: 2227.49 ms
[2021-11-29 03:25:58 main:574] : INFO : Epoch 1644 | loss: 0.0310675 | val_loss: 0.0311776 | Time: 2197.8 ms
[2021-11-29 03:26:00 main:574] : INFO : Epoch 1645 | loss: 0.0310698 | val_loss: 0.0311795 | Time: 2249.28 ms
[2021-11-29 03:26:02 main:574] : INFO : Epoch 1646 | loss: 0.0310667 | val_loss: 0.0311715 | Time: 2218.1 ms
[2021-11-29 03:26:05 main:574] : INFO : Epoch 1647 | loss: 0.0310744 | val_loss: 0.0311734 | Time: 2222.75 ms
[2021-11-29 03:26:07 main:574] : INFO : Epoch 1648 | loss: 0.0310699 | val_loss: 0.0311725 | Time: 2239.22 ms
[2021-11-29 03:26:09 main:574] : INFO : Epoch 1649 | loss: 0.0310684 | val_loss: 0.031188 | Time: 2213.01 ms
[2021-11-29 03:26:11 main:574] : INFO : Epoch 1650 | loss: 0.0310724 | val_loss: 0.0311795 | Time: 2206.58 ms
[2021-11-29 03:26:14 main:574] : INFO : Epoch 1651 | loss: 0.0310693 | val_loss: 0.0311807 | Time: 2225.4 ms
[2021-11-29 03:26:16 main:574] : INFO : Epoch 1652 | loss: 0.0310668 | val_loss: 0.0311786 | Time: 2214.9 ms
[2021-11-29 03:26:18 main:574] : INFO : Epoch 1653 | loss: 0.0310674 | val_loss: 0.0311859 | Time: 2211.41 ms
[2021-11-29 03:26:20 main:574] : INFO : Epoch 1654 | loss: 0.0310585 | val_loss: 0.0311779 | Time: 2189.6 ms
[2021-11-29 03:26:22 main:574] : INFO : Epoch 1655 | loss: 0.0310577 | val_loss: 0.0311789 | Time: 2214.31 ms
[2021-11-29 03:26:25 main:574] : INFO : Epoch 1656 | loss: 0.0310595 | val_loss: 0.0311757 | Time: 2211.6 ms
[2021-11-29 03:26:27 main:574] : INFO : Epoch 1657 | loss: 0.0310554 | val_loss: 0.0311833 | Time: 2223.53 ms
[2021-11-29 03:26:29 main:574] : INFO : Epoch 1658 | loss: 0.0310616 | val_loss: 0.031183 | Time: 2227.64 ms
[2021-11-29 03:26:31 main:574] : INFO : Epoch 1659 | loss: 0.0310645 | val_loss: 0.0311765 | Time: 2225.92 ms
[2021-11-29 03:26:33 main:574] : INFO : Epoch 1660 | loss: 0.031062 | val_loss: 0.0311824 | Time: 2202.47 ms
[2021-11-29 03:26:36 main:574] : INFO : Epoch 1661 | loss: 0.0310627 | val_loss: 0.0311835 | Time: 2211.45 ms
[2021-11-29 03:26:38 main:574] : INFO : Epoch 1662 | loss: 0.0310616 | val_loss: 0.0311762 | Time: 2227.99 ms
[2021-11-29 03:26:40 main:574] : INFO : Epoch 1663 | loss: 0.0310645 | val_loss: 0.0311871 | Time: 2222.9 ms
[2021-11-29 03:26:42 main:574] : INFO : Epoch 1664 | loss: 0.0310668 | val_loss: 0.0311779 | Time: 2216.2 ms
[2021-11-29 03:26:45 main:574] : INFO : Epoch 1665 | loss: 0.0310624 | val_loss: 0.0311726 | Time: 2195.35 ms
[2021-11-29 03:26:47 main:574] : INFO : Epoch 1666 | loss: 0.0310633 | val_loss: 0.0311858 | Time: 2209.37 ms
[2021-11-29 03:26:49 main:574] : INFO : Epoch 1667 | loss: 0.0310599 | val_loss: 0.0311838 | Time: 2251.15 ms
[2021-11-29 03:26:51 main:574] : INFO : Epoch 1668 | loss: 0.031069 | val_loss: 0.031198 | Time: 2238.82 ms
[2021-11-29 03:26:53 main:574] : INFO : Epoch 1669 | loss: 0.0310678 | val_loss: 0.0311879 | Time: 2220.83 ms
[2021-11-29 03:26:56 main:574] : INFO : Epoch 1670 | loss: 0.0310679 | val_loss: 0.0311704 | Time: 2232.5 ms
[2021-11-29 03:26:58 main:574] : INFO : Epoch 1671 | loss: 0.0310678 | val_loss: 0.0311714 | Time: 2225.03 ms
[2021-11-29 03:27:00 main:574] : INFO : Epoch 1672 | loss: 0.031068 | val_loss: 0.0311745 | Time: 2208.42 ms
[2021-11-29 03:27:02 main:574] : INFO : Epoch 1673 | loss: 0.0310735 | val_loss: 0.03117 | Time: 2216.47 ms
[2021-11-29 03:27:05 main:574] : INFO : Epoch 1674 | loss: 0.0310645 | val_loss: 0.0311899 | Time: 2219.19 ms
[2021-11-29 03:27:07 main:574] : INFO : Epoch 1675 | loss: 0.0310684 | val_loss: 0.0311754 | Time: 2228.42 ms
[2021-11-29 03:27:09 main:574] : INFO : Epoch 1676 | loss: 0.0310762 | val_loss: 0.0312319 | Time: 2231.41 ms
[2021-11-29 03:27:11 main:574] : INFO : Epoch 1677 | loss: 0.0356967 | val_loss: 0.0357041 | Time: 2226.58 ms
[2021-11-29 03:27:14 main:574] : INFO : Epoch 1678 | loss: 0.0363288 | val_loss: 0.0416253 | Time: 2227.32 ms
[2021-11-29 03:27:16 main:574] : INFO : Epoch 1679 | loss: 0.033419 | val_loss: 0.0320585 | Time: 2220.57 ms
[2021-11-29 03:27:18 main:574] : INFO : Epoch 1680 | loss: 0.031508 | val_loss: 0.0312847 | Time: 2229.3 ms
[2021-11-29 03:27:20 main:574] : INFO : Epoch 1681 | loss: 0.0312768 | val_loss: 0.0312511 | Time: 2239.21 ms
[2021-11-29 03:27:22 main:574] : INFO : Epoch 1682 | loss: 0.0312483 | val_loss: 0.0312434 | Time: 2189.6 ms
[2021-11-29 03:27:25 main:574] : INFO : Epoch 1683 | loss: 0.0312408 | val_loss: 0.0312392 | Time: 2245.39 ms
[2021-11-29 03:27:27 main:574] : INFO : Epoch 1684 | loss: 0.0312384 | val_loss: 0.0312369 | Time: 2213.97 ms
[2021-11-29 03:27:29 main:574] : INFO : Epoch 1685 | loss: 0.031237 | val_loss: 0.0312358 | Time: 2237.38 ms
[2021-11-29 03:27:31 main:574] : INFO : Epoch 1686 | loss: 0.031236 | val_loss: 0.031235 | Time: 2189.37 ms
[2021-11-29 03:27:34 main:574] : INFO : Epoch 1687 | loss: 0.0312354 | val_loss: 0.0312331 | Time: 2207.45 ms
[2021-11-29 03:27:36 main:574] : INFO : Epoch 1688 | loss: 0.0312334 | val_loss: 0.0312312 | Time: 2229.13 ms
[2021-11-29 03:27:38 main:574] : INFO : Epoch 1689 | loss: 0.0312318 | val_loss: 0.0312288 | Time: 2222.62 ms
[2021-11-29 03:27:40 main:574] : INFO : Epoch 1690 | loss: 0.0312299 | val_loss: 0.0312265 | Time: 2229.27 ms
[2021-11-29 03:27:42 main:574] : INFO : Epoch 1691 | loss: 0.0312283 | val_loss: 0.0312243 | Time: 2253.96 ms
[2021-11-29 03:27:45 main:574] : INFO : Epoch 1692 | loss: 0.0312257 | val_loss: 0.0312222 | Time: 2207.78 ms
[2021-11-29 03:27:47 main:574] : INFO : Epoch 1693 | loss: 0.0312236 | val_loss: 0.0312207 | Time: 2230.87 ms
[2021-11-29 03:27:49 main:574] : INFO : Epoch 1694 | loss: 0.0312215 | val_loss: 0.0312182 | Time: 2224.99 ms
[2021-11-29 03:27:51 main:574] : INFO : Epoch 1695 | loss: 0.0312202 | val_loss: 0.0312188 | Time: 2228.24 ms
[2021-11-29 03:27:54 main:574] : INFO : Epoch 1696 | loss: 0.031219 | val_loss: 0.0312142 | Time: 2222.53 ms
[2021-11-29 03:27:56 main:574] : INFO : Epoch 1697 | loss: 0.0312161 | val_loss: 0.0312137 | Time: 2210.76 ms
[2021-11-29 03:27:58 main:574] : INFO : Epoch 1698 | loss: 0.0312145 | val_loss: 0.0312109 | Time: 2211.84 ms
[2021-11-29 03:28:00 main:574] : INFO : Epoch 1699 | loss: 0.0312132 | val_loss: 0.0312108 | Time: 2221.33 ms
[2021-11-29 03:28:02 main:574] : INFO : Epoch 1700 | loss: 0.0312097 | val_loss: 0.0312056 | Time: 2217.36 ms
[2021-11-29 03:28:05 main:574] : INFO : Epoch 1701 | loss: 0.0312082 | val_loss: 0.0312029 | Time: 2206.88 ms
[2021-11-29 03:28:07 main:574] : INFO : Epoch 1702 | loss: 0.0312056 | val_loss: 0.0312014 | Time: 2197.26 ms
[2021-11-29 03:28:09 main:574] : INFO : Epoch 1703 | loss: 0.0312027 | val_loss: 0.0312028 | Time: 2243.54 ms
[2021-11-29 03:28:11 main:574] : INFO : Epoch 1704 | loss: 0.0312024 | val_loss: 0.0311987 | Time: 2213.71 ms
[2021-11-29 03:28:14 main:574] : INFO : Epoch 1705 | loss: 0.0311986 | val_loss: 0.0311957 | Time: 2239.82 ms
[2021-11-29 03:28:16 main:574] : INFO : Epoch 1706 | loss: 0.031197 | val_loss: 0.0311971 | Time: 2199.87 ms
[2021-11-29 03:28:18 main:574] : INFO : Epoch 1707 | loss: 0.0311985 | val_loss: 0.0311926 | Time: 2202.74 ms
[2021-11-29 03:28:20 main:574] : INFO : Epoch 1708 | loss: 0.0311936 | val_loss: 0.0311907 | Time: 2228.29 ms
[2021-11-29 03:28:22 main:574] : INFO : Epoch 1709 | loss: 0.0311912 | val_loss: 0.031193 | Time: 2205.96 ms
[2021-11-29 03:28:25 main:574] : INFO : Epoch 1710 | loss: 0.0311914 | val_loss: 0.0311886 | Time: 2203.72 ms
[2021-11-29 03:28:27 main:574] : INFO : Epoch 1711 | loss: 0.0311901 | val_loss: 0.0311903 | Time: 2216.22 ms
[2021-11-29 03:28:29 main:574] : INFO : Epoch 1712 | loss: 0.0311909 | val_loss: 0.0311931 | Time: 2239.07 ms
[2021-11-29 03:28:31 main:574] : INFO : Epoch 1713 | loss: 0.031192 | val_loss: 0.0311864 | Time: 2211.46 ms
[2021-11-29 03:28:34 main:574] : INFO : Epoch 1714 | loss: 0.0311894 | val_loss: 0.0311864 | Time: 2255.42 ms
[2021-11-29 03:28:36 main:574] : INFO : Epoch 1715 | loss: 0.0311887 | val_loss: 0.0312034 | Time: 2219.37 ms
[2021-11-29 03:28:38 main:574] : INFO : Epoch 1716 | loss: 0.0311882 | val_loss: 0.0311873 | Time: 2219.62 ms
[2021-11-29 03:28:40 main:574] : INFO : Epoch 1717 | loss: 0.0311846 | val_loss: 0.0311849 | Time: 2206.39 ms
[2021-11-29 03:28:42 main:574] : INFO : Epoch 1718 | loss: 0.0311834 | val_loss: 0.0311839 | Time: 2223.31 ms
[2021-11-29 03:28:45 main:574] : INFO : Epoch 1719 | loss: 0.031184 | val_loss: 0.0311839 | Time: 2235.12 ms
[2021-11-29 03:28:47 main:574] : INFO : Epoch 1720 | loss: 0.0311812 | val_loss: 0.0311828 | Time: 2240.96 ms
[2021-11-29 03:28:49 main:574] : INFO : Epoch 1721 | loss: 0.0311803 | val_loss: 0.0311825 | Time: 2202.58 ms
[2021-11-29 03:28:51 main:574] : INFO : Epoch 1722 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 2222.28 ms
[2021-11-29 03:28:54 main:574] : INFO : Epoch 1723 | loss: 0.0311823 | val_loss: 0.0311965 | Time: 2221.1 ms
[2021-11-29 03:28:56 main:574] : INFO : Epoch 1724 | loss: 0.0311871 | val_loss: 0.0311869 | Time: 2198.28 ms
[2021-11-29 03:28:58 main:574] : INFO : Epoch 1725 | loss: 0.0311798 | val_loss: 0.0311847 | Time: 2208.75 ms
[2021-11-29 03:29:00 main:574] : INFO : Epoch 1726 | loss: 0.0311823 | val_loss: 0.0311864 | Time: 2224.85 ms
[2021-11-29 03:29:02 main:574] : INFO : Epoch 1727 | loss: 0.0311835 | val_loss: 0.0311877 | Time: 2211.84 ms
[2021-11-29 03:29:05 main:574] : INFO : Epoch 1728 | loss: 0.0311802 | val_loss: 0.0311776 | Time: 2237.63 ms
[2021-11-29 03:29:07 main:574] : INFO : Epoch 1729 | loss: 0.0311789 | val_loss: 0.0311789 | Time: 2230.22 ms
[2021-11-29 03:29:09 main:574] : INFO : Epoch 1730 | loss: 0.0311737 | val_loss: 0.0311771 | Time: 2228.3 ms
[2021-11-29 03:29:11 main:574] : INFO : Epoch 1731 | loss: 0.0311739 | val_loss: 0.0311767 | Time: 2224.28 ms
[2021-11-29 03:29:14 main:574] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311786 | Time: 2233.53 ms
[2021-11-29 03:29:16 main:574] : INFO : Epoch 1733 | loss: 0.031176 | val_loss: 0.0311752 | Time: 2213.92 ms
[2021-11-29 03:29:18 main:574] : INFO : Epoch 1734 | loss: 0.0311715 | val_loss: 0.031175 | Time: 2209.75 ms
[2021-11-29 03:29:20 main:574] : INFO : Epoch 1735 | loss: 0.0311724 | val_loss: 0.0311783 | Time: 2203.96 ms
[2021-11-29 03:29:22 main:574] : INFO : Epoch 1736 | loss: 0.0311739 | val_loss: 0.0311894 | Time: 2211.64 ms
[2021-11-29 03:29:25 main:574] : INFO : Epoch 1737 | loss: 0.0311706 | val_loss: 0.0311727 | Time: 2231.11 ms
[2021-11-29 03:29:27 main:574] : INFO : Epoch 1738 | loss: 0.031172 | val_loss: 0.0311722 | Time: 2204.73 ms
[2021-11-29 03:29:29 main:574] : INFO : Epoch 1739 | loss: 0.0311679 | val_loss: 0.0311713 | Time: 2245.77 ms
[2021-11-29 03:29:31 main:574] : INFO : Epoch 1740 | loss: 0.0311674 | val_loss: 0.0311698 | Time: 2210.6 ms
[2021-11-29 03:29:34 main:574] : INFO : Epoch 1741 | loss: 0.0311706 | val_loss: 0.0311803 | Time: 2221.32 ms
[2021-11-29 03:29:36 main:574] : INFO : Epoch 1742 | loss: 0.0311685 | val_loss: 0.0311695 | Time: 2209.98 ms
[2021-11-29 03:29:38 main:574] : INFO : Epoch 1743 | loss: 0.0311827 | val_loss: 0.0311927 | Time: 2194.98 ms
[2021-11-29 03:29:40 main:574] : INFO : Epoch 1744 | loss: 0.0311778 | val_loss: 0.0312072 | Time: 2245.62 ms
[2021-11-29 03:29:42 main:574] : INFO : Epoch 1745 | loss: 0.0311719 | val_loss: 0.0311693 | Time: 2210.01 ms
[2021-11-29 03:29:45 main:574] : INFO : Epoch 1746 | loss: 0.0311614 | val_loss: 0.0311725 | Time: 2218.14 ms
[2021-11-29 03:29:47 main:574] : INFO : Epoch 1747 | loss: 0.0311651 | val_loss: 0.0311755 | Time: 2196.84 ms
[2021-11-29 03:29:49 main:574] : INFO : Epoch 1748 | loss: 0.0311625 | val_loss: 0.0311726 | Time: 2208.62 ms
[2021-11-29 03:29:51 main:574] : INFO : Epoch 1749 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 2222.6 ms
[2021-11-29 03:29:54 main:574] : INFO : Epoch 1750 | loss: 0.0311608 | val_loss: 0.0311791 | Time: 2211.21 ms
[2021-11-29 03:29:56 main:574] : INFO : Epoch 1751 | loss: 0.0311617 | val_loss: 0.0311747 | Time: 2220.57 ms
[2021-11-29 03:29:58 main:574] : INFO : Epoch 1752 | loss: 0.0311567 | val_loss: 0.0311674 | Time: 2188.57 ms
[2021-11-29 03:30:00 main:574] : INFO : Epoch 1753 | loss: 0.0311571 | val_loss: 0.0311811 | Time: 2210.32 ms
[2021-11-29 03:30:02 main:574] : INFO : Epoch 1754 | loss: 0.031157 | val_loss: 0.0311722 | Time: 2201.89 ms
[2021-11-29 03:30:05 main:574] : INFO : Epoch 1755 | loss: 0.0311591 | val_loss: 0.0311755 | Time: 2210.25 ms
[2021-11-29 03:30:07 main:574] : INFO : Epoch 1756 | loss: 0.0311576 | val_loss: 0.0312018 | Time: 2201.44 ms
[2021-11-29 03:30:09 main:574] : INFO : Epoch 1757 | loss: 0.0311708 | val_loss: 0.031184 | Time: 2216.14 ms
[2021-11-29 03:30:11 main:574] : INFO : Epoch 1758 | loss: 0.0311604 | val_loss: 0.03117 | Time: 2187.66 ms
[2021-11-29 03:30:13 main:574] : INFO : Epoch 1759 | loss: 0.031157 | val_loss: 0.0311719 | Time: 2229.31 ms
[2021-11-29 03:30:16 main:574] : INFO : Epoch 1760 | loss: 0.0311576 | val_loss: 0.0311697 | Time: 2209.07 ms
[2021-11-29 03:30:18 main:574] : INFO : Epoch 1761 | loss: 0.0311551 | val_loss: 0.0311702 | Time: 2204.57 ms
[2021-11-29 03:30:20 main:574] : INFO : Epoch 1762 | loss: 0.0311594 | val_loss: 0.0311852 | Time: 2232.97 ms
[2021-11-29 03:30:22 main:574] : INFO : Epoch 1763 | loss: 0.0311569 | val_loss: 0.0311732 | Time: 2214 ms
[2021-11-29 03:30:25 main:574] : INFO : Epoch 1764 | loss: 0.0311549 | val_loss: 0.0311672 | Time: 2209.21 ms
[2021-11-29 03:30:27 main:574] : INFO : Epoch 1765 | loss: 0.0311581 | val_loss: 0.0311834 | Time: 2226.29 ms
[2021-11-29 03:30:29 main:574] : INFO : Epoch 1766 | loss: 0.0311567 | val_loss: 0.0311673 | Time: 2231.34 ms
[2021-11-29 03:30:31 main:574] : INFO : Epoch 1767 | loss: 0.031152 | val_loss: 0.03119 | Time: 2211.5 ms
[2021-11-29 03:30:33 main:574] : INFO : Epoch 1768 | loss: 0.0311572 | val_loss: 0.0311863 | Time: 2212.74 ms
[2021-11-29 03:30:36 main:574] : INFO : Epoch 1769 | loss: 0.0311596 | val_loss: 0.0311667 | Time: 2217.51 ms
[2021-11-29 03:30:38 main:574] : INFO : Epoch 1770 | loss: 0.0311509 | val_loss: 0.0311674 | Time: 2224.39 ms
[2021-11-29 03:30:40 main:574] : INFO : Epoch 1771 | loss: 0.031151 | val_loss: 0.0311669 | Time: 2220.14 ms
[2021-11-29 03:30:42 main:574] : INFO : Epoch 1772 | loss: 0.0311546 | val_loss: 0.0311705 | Time: 2234.55 ms
[2021-11-29 03:30:45 main:574] : INFO : Epoch 1773 | loss: 0.0311598 | val_loss: 0.0311688 | Time: 2231.65 ms
[2021-11-29 03:30:47 main:574] : INFO : Epoch 1774 | loss: 0.0311533 | val_loss: 0.0311646 | Time: 2195.87 ms
[2021-11-29 03:30:49 main:574] : INFO : Epoch 1775 | loss: 0.0311515 | val_loss: 0.0311633 | Time: 2227.81 ms
[2021-11-29 03:30:51 main:574] : INFO : Epoch 1776 | loss: 0.0311554 | val_loss: 0.0311667 | Time: 2209.94 ms
[2021-11-29 03:30:53 main:574] : INFO : Epoch 1777 | loss: 0.0311523 | val_loss: 0.0311663 | Time: 2246.01 ms
[2021-11-29 03:30:56 main:574] : INFO : Epoch 1778 | loss: 0.0311554 | val_loss: 0.0311651 | Time: 2208.66 ms
[2021-11-29 03:30:58 main:574] : INFO : Epoch 1779 | loss: 0.0311513 | val_loss: 0.0311733 | Time: 2223.01 ms
[2021-11-29 03:31:00 main:574] : INFO : Epoch 1780 | loss: 0.0311481 | val_loss: 0.0311611 | Time: 2198.94 ms
[2021-11-29 03:31:02 main:574] : INFO : Epoch 1781 | loss: 0.0311533 | val_loss: 0.0311729 | Time: 2238.36 ms
[2021-11-29 03:31:05 main:574] : INFO : Epoch 1782 | loss: 0.0311566 | val_loss: 0.0311691 | Time: 2189.7 ms
[2021-11-29 03:31:07 main:574] : INFO : Epoch 1783 | loss: 0.0311485 | val_loss: 0.0311645 | Time: 2233.7 ms
[2021-11-29 03:31:09 main:574] : INFO : Epoch 1784 | loss: 0.0311454 | val_loss: 0.0311643 | Time: 2235.72 ms
[2021-11-29 03:31:11 main:574] : INFO : Epoch 1785 | loss: 0.0311469 | val_loss: 0.0311656 | Time: 2253.86 ms
[2021-11-29 03:31:13 main:574] : INFO : Epoch 1786 | loss: 0.0311461 | val_loss: 0.0311625 | Time: 2222.66 ms
[2021-11-29 03:31:16 main:574] : INFO : Epoch 1787 | loss: 0.0311441 | val_loss: 0.0311638 | Time: 2219.36 ms
[2021-11-29 03:31:18 main:574] : INFO : Epoch 1788 | loss: 0.0311464 | val_loss: 0.0311656 | Time: 2221.51 ms
[2021-11-29 03:31:20 main:574] : INFO : Epoch 1789 | loss: 0.0311426 | val_loss: 0.0311725 | Time: 2211.84 ms
[2021-11-29 03:31:22 main:574] : INFO : Epoch 1790 | loss: 0.0311459 | val_loss: 0.031166 | Time: 2210.07 ms
[2021-11-29 03:31:25 main:574] : INFO : Epoch 1791 | loss: 0.0311561 | val_loss: 0.0311692 | Time: 2215.87 ms
[2021-11-29 03:31:27 main:574] : INFO : Epoch 1792 | loss: 0.0311495 | val_loss: 0.0311716 | Time: 2203.56 ms
[2021-11-29 03:31:29 main:574] : INFO : Epoch 1793 | loss: 0.0311528 | val_loss: 0.0311699 | Time: 2218.46 ms
[2021-11-29 03:31:31 main:574] : INFO : Epoch 1794 | loss: 0.0311562 | val_loss: 0.0311626 | Time: 2211.7 ms
[2021-11-29 03:31:33 main:574] : INFO : Epoch 1795 | loss: 0.0311451 | val_loss: 0.0311705 | Time: 2202.85 ms
[2021-11-29 03:31:36 main:574] : INFO : Epoch 1796 | loss: 0.0311487 | val_loss: 0.0311636 | Time: 2206.73 ms
[2021-11-29 03:31:38 main:574] : INFO : Epoch 1797 | loss: 0.0311509 | val_loss: 0.0311662 | Time: 2219.16 ms
[2021-11-29 03:31:40 main:574] : INFO : Epoch 1798 | loss: 0.0311534 | val_loss: 0.0311846 | Time: 2318.28 ms
[2021-11-29 03:31:43 main:574] : INFO : Epoch 1799 | loss: 0.0311473 | val_loss: 0.0311791 | Time: 2400.49 ms
[2021-11-29 03:31:45 main:574] : INFO : Epoch 1800 | loss: 0.0311439 | val_loss: 0.0311783 | Time: 2224.66 ms
[2021-11-29 03:31:47 main:574] : INFO : Epoch 1801 | loss: 0.0311443 | val_loss: 0.0311622 | Time: 2219.94 ms
[2021-11-29 03:31:49 main:574] : INFO : Epoch 1802 | loss: 0.0311404 | val_loss: 0.0311678 | Time: 2226.39 ms
[2021-11-29 03:31:52 main:574] : INFO : Epoch 1803 | loss: 0.0311401 | val_loss: 0.0311666 | Time: 2236.39 ms
[2021-11-29 03:31:54 main:574] : INFO : Epoch 1804 | loss: 0.0311465 | val_loss: 0.0311747 | Time: 2217.42 ms
[2021-11-29 03:31:56 main:574] : INFO : Epoch 1805 | loss: 0.0311522 | val_loss: 0.0311705 | Time: 2239.94 ms
[2021-11-29 03:31:58 main:574] : INFO : Epoch 1806 | loss: 0.0311409 | val_loss: 0.0311642 | Time: 2213.32 ms
[2021-11-29 03:32:00 main:574] : INFO : Epoch 1807 | loss: 0.0311381 | val_loss: 0.0311669 | Time: 2227.07 ms
[2021-11-29 03:32:03 main:574] : INFO : Epoch 1808 | loss: 0.0311399 | val_loss: 0.0311616 | Time: 2210.26 ms
[2021-11-29 03:32:05 main:574] : INFO : Epoch 1809 | loss: 0.0311375 | val_loss: 0.0311621 | Time: 2217.07 ms
[2021-11-29 03:32:07 main:574] : INFO : Epoch 1810 | loss: 0.0311374 | val_loss: 0.0311681 | Time: 2223.86 ms
[2021-11-29 03:32:10 main:574] : INFO : Epoch 1811 | loss: 0.0311385 | val_loss: 0.0311656 | Time: 2229.06 ms
[2021-11-29 03:32:12 main:574] : INFO : Epoch 1812 | loss: 0.0311375 | val_loss: 0.0311612 | Time: 2227.61 ms
[2021-11-29 03:32:14 main:574] : INFO : Epoch 1813 | loss: 0.03114 | val_loss: 0.0311662 | Time: 2216.13 ms
[2021-11-29 03:32:16 main:574] : INFO : Epoch 1814 | loss: 0.03114 | val_loss: 0.0311718 | Time: 2220.06 ms
[2021-11-29 03:32:18 main:574] : INFO : Epoch 1815 | loss: 0.0311494 | val_loss: 0.0311575 | Time: 2228.39 ms
[2021-11-29 03:32:21 main:574] : INFO : Epoch 1816 | loss: 0.0311372 | val_loss: 0.0311642 | Time: 2205.9 ms
[2021-11-29 03:32:23 main:574] : INFO : Epoch 1817 | loss: 0.0311419 | val_loss: 0.031164 | Time: 2224.36 ms
[2021-11-29 03:32:25 main:574] : INFO : Epoch 1818 | loss: 0.0311345 | val_loss: 0.0311624 | Time: 2219 ms
[2021-11-29 03:32:27 main:574] : INFO : Epoch 1819 | loss: 0.0311385 | val_loss: 0.0311633 | Time: 2248.54 ms
[2021-11-29 03:32:30 main:574] : INFO : Epoch 1820 | loss: 0.0311364 | val_loss: 0.031158 | Time: 2201.41 ms
[2021-11-29 03:32:32 main:574] : INFO : Epoch 1821 | loss: 0.0311364 | val_loss: 0.0311602 | Time: 2198.32 ms
[2021-11-29 03:32:34 main:574] : INFO : Epoch 1822 | loss: 0.0311321 | val_loss: 0.0311627 | Time: 2228.41 ms
[2021-11-29 03:32:36 main:574] : INFO : Epoch 1823 | loss: 0.031135 | val_loss: 0.0311653 | Time: 2231.67 ms
[2021-11-29 03:32:38 main:574] : INFO : Epoch 1824 | loss: 0.0311322 | val_loss: 0.0311609 | Time: 2210.69 ms
[2021-11-29 03:32:41 main:574] : INFO : Epoch 1825 | loss: 0.0311311 | val_loss: 0.0311613 | Time: 2242.39 ms
[2021-11-29 03:32:43 main:574] : INFO : Epoch 1826 | loss: 0.0311399 | val_loss: 0.0311764 | Time: 2229.06 ms
[2021-11-29 03:32:45 main:574] : INFO : Epoch 1827 | loss: 0.0311342 | val_loss: 0.0311615 | Time: 2237.72 ms
[2021-11-29 03:32:47 main:574] : INFO : Epoch 1828 | loss: 0.031136 | val_loss: 0.0311585 | Time: 2224.32 ms
[2021-11-29 03:32:50 main:574] : INFO : Epoch 1829 | loss: 0.0311322 | val_loss: 0.0311619 | Time: 2220.71 ms
[2021-11-29 03:32:52 main:574] : INFO : Epoch 1830 | loss: 0.0311341 | val_loss: 0.0311572 | Time: 2209.21 ms
[2021-11-29 03:32:54 main:574] : INFO : Epoch 1831 | loss: 0.0311352 | val_loss: 0.0311625 | Time: 2224.78 ms
[2021-11-29 03:32:56 main:574] : INFO : Epoch 1832 | loss: 0.031132 | val_loss: 0.0311636 | Time: 2225.35 ms
[2021-11-29 03:32:58 main:574] : INFO : Epoch 1833 | loss: 0.0311299 | val_loss: 0.0311641 | Time: 2236.55 ms
[2021-11-29 03:33:01 main:574] : INFO : Epoch 1834 | loss: 0.0311335 | val_loss: 0.0311581 | Time: 2214.73 ms
[2021-11-29 03:33:03 main:574] : INFO : Epoch 1835 | loss: 0.0311312 | val_loss: 0.0311681 | Time: 2203.63 ms
[2021-11-29 03:33:05 main:574] : INFO : Epoch 1836 | loss: 0.0311352 | val_loss: 0.0311605 | Time: 2234.67 ms
[2021-11-29 03:33:07 main:574] : INFO : Epoch 1837 | loss: 0.0311281 | val_loss: 0.0311651 | Time: 2225.95 ms
[2021-11-29 03:33:10 main:574] : INFO : Epoch 1838 | loss: 0.0311283 | val_loss: 0.0311633 | Time: 2216.31 ms
[2021-11-29 03:33:12 main:574] : INFO : Epoch 1839 | loss: 0.0311278 | val_loss: 0.031162 | Time: 2219.55 ms
[2021-11-29 03:33:14 main:574] : INFO : Epoch 1840 | loss: 0.0311269 | val_loss: 0.0311606 | Time: 2183.51 ms
[2021-11-29 03:33:16 main:574] : INFO : Epoch 1841 | loss: 0.0311269 | val_loss: 0.0311694 | Time: 2228.07 ms
[2021-11-29 03:33:18 main:574] : INFO : Epoch 1842 | loss: 0.0311321 | val_loss: 0.0311603 | Time: 2216.01 ms
[2021-11-29 03:33:21 main:574] : INFO : Epoch 1843 | loss: 0.0311285 | val_loss: 0.0311639 | Time: 2239.94 ms
[2021-11-29 03:33:23 main:574] : INFO : Epoch 1844 | loss: 0.0311323 | val_loss: 0.031162 | Time: 2218.6 ms
[2021-11-29 03:33:25 main:574] : INFO : Epoch 1845 | loss: 0.0311287 | val_loss: 0.0311607 | Time: 2211.15 ms
[2021-11-29 03:33:27 main:574] : INFO : Epoch 1846 | loss: 0.0311298 | val_loss: 0.0311605 | Time: 2184.24 ms
[2021-11-29 03:33:30 main:574] : INFO : Epoch 1847 | loss: 0.031129 | val_loss: 0.0311632 | Time: 2208.75 ms
[2021-11-29 03:33:32 main:574] : INFO : Epoch 1848 | loss: 0.031129 | val_loss: 0.0311605 | Time: 2238.2 ms
[2021-11-29 03:33:34 main:574] : INFO : Epoch 1849 | loss: 0.0311296 | val_loss: 0.0311628 | Time: 2209.42 ms
[2021-11-29 03:33:36 main:574] : INFO : Epoch 1850 | loss: 0.0311291 | val_loss: 0.0311746 | Time: 2244.45 ms
[2021-11-29 03:33:38 main:574] : INFO : Epoch 1851 | loss: 0.0311248 | val_loss: 0.0311628 | Time: 2222.9 ms
[2021-11-29 03:33:41 main:574] : INFO : Epoch 1852 | loss: 0.0311244 | val_loss: 0.0311649 | Time: 2226.57 ms
[2021-11-29 03:33:43 main:574] : INFO : Epoch 1853 | loss: 0.0311302 | val_loss: 0.0311632 | Time: 2215.7 ms
[2021-11-29 03:33:45 main:574] : INFO : Epoch 1854 | loss: 0.0311251 | val_loss: 0.0311617 | Time: 2232.95 ms
[2021-11-29 03:33:47 main:574] : INFO : Epoch 1855 | loss: 0.0311234 | val_loss: 0.0311611 | Time: 2235.2 ms
[2021-11-29 03:33:50 main:574] : INFO : Epoch 1856 | loss: 0.0311282 | val_loss: 0.0311616 | Time: 2194.12 ms
[2021-11-29 03:33:52 main:574] : INFO : Epoch 1857 | loss: 0.0311318 | val_loss: 0.0311645 | Time: 2210.04 ms
[2021-11-29 03:33:54 main:574] : INFO : Epoch 1858 | loss: 0.0311279 | val_loss: 0.031157 | Time: 2230.04 ms
[2021-11-29 03:33:56 main:574] : INFO : Epoch 1859 | loss: 0.031123 | val_loss: 0.0311639 | Time: 2211.75 ms
[2021-11-29 03:33:58 main:574] : INFO : Epoch 1860 | loss: 0.0311225 | val_loss: 0.0311627 | Time: 2222.8 ms
[2021-11-29 03:34:01 main:574] : INFO : Epoch 1861 | loss: 0.0311237 | val_loss: 0.0311589 | Time: 2234.7 ms
[2021-11-29 03:34:03 main:574] : INFO : Epoch 1862 | loss: 0.0311239 | val_loss: 0.0311696 | Time: 2214.37 ms
[2021-11-29 03:34:05 main:574] : INFO : Epoch 1863 | loss: 0.0311219 | val_loss: 0.0311684 | Time: 2201.82 ms
[2021-11-29 03:34:07 main:574] : INFO : Epoch 1864 | loss: 0.0311229 | val_loss: 0.0311644 | Time: 2225.68 ms
[2021-11-29 03:34:10 main:574] : INFO : Epoch 1865 | loss: 0.0311243 | val_loss: 0.0311572 | Time: 2228.24 ms
[2021-11-29 03:34:12 main:574] : INFO : Epoch 1866 | loss: 0.031124 | val_loss: 0.0311587 | Time: 2230.6 ms
[2021-11-29 03:34:14 main:574] : INFO : Epoch 1867 | loss: 0.0311283 | val_loss: 0.031167 | Time: 2180.71 ms
[2021-11-29 03:34:16 main:574] : INFO : Epoch 1868 | loss: 0.0311299 | val_loss: 0.0311672 | Time: 2217.94 ms
[2021-11-29 03:34:18 main:574] : INFO : Epoch 1869 | loss: 0.031123 | val_loss: 0.0311606 | Time: 2191.13 ms
[2021-11-29 03:34:21 main:574] : INFO : Epoch 1870 | loss: 0.0311208 | val_loss: 0.0311652 | Time: 2220.84 ms
[2021-11-29 03:34:23 main:574] : INFO : Epoch 1871 | loss: 0.0311313 | val_loss: 0.0311604 | Time: 2200.14 ms
[2021-11-29 03:34:25 main:574] : INFO : Epoch 1872 | loss: 0.0311383 | val_loss: 0.0311552 | Time: 2245.83 ms
[2021-11-29 03:34:27 main:574] : INFO : Epoch 1873 | loss: 0.0311378 | val_loss: 0.0311569 | Time: 2223.05 ms
[2021-11-29 03:34:30 main:574] : INFO : Epoch 1874 | loss: 0.0311338 | val_loss: 0.031157 | Time: 2206.56 ms
[2021-11-29 03:34:32 main:574] : INFO : Epoch 1875 | loss: 0.0311314 | val_loss: 0.0311677 | Time: 2206.23 ms
[2021-11-29 03:34:34 main:574] : INFO : Epoch 1876 | loss: 0.0311297 | val_loss: 0.0311534 | Time: 2208.67 ms
[2021-11-29 03:34:36 main:574] : INFO : Epoch 1877 | loss: 0.0311268 | val_loss: 0.0311575 | Time: 2242.17 ms
[2021-11-29 03:34:38 main:574] : INFO : Epoch 1878 | loss: 0.0311221 | val_loss: 0.0311635 | Time: 2202.1 ms
[2021-11-29 03:34:41 main:574] : INFO : Epoch 1879 | loss: 0.0311285 | val_loss: 0.0311639 | Time: 2222.95 ms
[2021-11-29 03:34:43 main:574] : INFO : Epoch 1880 | loss: 0.0311258 | val_loss: 0.031154 | Time: 2211.94 ms
[2021-11-29 03:34:45 main:574] : INFO : Epoch 1881 | loss: 0.0311231 | val_loss: 0.031156 | Time: 2234.66 ms
[2021-11-29 03:34:47 main:574] : INFO : Epoch 1882 | loss: 0.0311241 | val_loss: 0.0311564 | Time: 2194.48 ms
[2021-11-29 03:34:49 main:574] : INFO : Epoch 1883 | loss: 0.0311279 | val_loss: 0.0311716 | Time: 2219.11 ms
[2021-11-29 03:34:52 main:574] : INFO : Epoch 1884 | loss: 0.0311244 | val_loss: 0.0311557 | Time: 2216.65 ms
[2021-11-29 03:34:54 main:574] : INFO : Epoch 1885 | loss: 0.0311195 | val_loss: 0.031164 | Time: 2234.24 ms
[2021-11-29 03:34:56 main:574] : INFO : Epoch 1886 | loss: 0.0311285 | val_loss: 0.031155 | Time: 2235.28 ms
[2021-11-29 03:34:58 main:574] : INFO : Epoch 1887 | loss: 0.0311221 | val_loss: 0.0311577 | Time: 2238.71 ms
[2021-11-29 03:35:01 main:574] : INFO : Epoch 1888 | loss: 0.0311202 | val_loss: 0.0311594 | Time: 2197.18 ms
[2021-11-29 03:35:03 main:574] : INFO : Epoch 1889 | loss: 0.0311206 | val_loss: 0.0311599 | Time: 2215.41 ms
[2021-11-29 03:35:05 main:574] : INFO : Epoch 1890 | loss: 0.0311227 | val_loss: 0.031158 | Time: 2217.07 ms
[2021-11-29 03:35:07 main:574] : INFO : Epoch 1891 | loss: 0.031119 | val_loss: 0.0311608 | Time: 2207.67 ms
[2021-11-29 03:35:10 main:574] : INFO : Epoch 1892 | loss: 0.031122 | val_loss: 0.0311551 | Time: 2253.14 ms
[2021-11-29 03:35:12 main:574] : INFO : Epoch 1893 | loss: 0.031121 | val_loss: 0.0311662 | Time: 2218.79 ms
[2021-11-29 03:35:14 main:574] : INFO : Epoch 1894 | loss: 0.0311222 | val_loss: 0.0311587 | Time: 2242.85 ms
[2021-11-29 03:35:16 main:574] : INFO : Epoch 1895 | loss: 0.0311174 | val_loss: 0.0311554 | Time: 2211.3 ms
[2021-11-29 03:35:18 main:574] : INFO : Epoch 1896 | loss: 0.0311205 | val_loss: 0.0311592 | Time: 2200.97 ms
[2021-11-29 03:35:21 main:574] : INFO : Epoch 1897 | loss: 0.0311273 | val_loss: 0.0311566 | Time: 2225.26 ms
[2021-11-29 03:35:23 main:574] : INFO : Epoch 1898 | loss: 0.0311194 | val_loss: 0.0311601 | Time: 2218.94 ms
[2021-11-29 03:35:25 main:574] : INFO : Epoch 1899 | loss: 0.0311153 | val_loss: 0.0311575 | Time: 2229.94 ms
[2021-11-29 03:35:27 main:574] : INFO : Epoch 1900 | loss: 0.0311163 | val_loss: 0.0311762 | Time: 2230.52 ms
[2021-11-29 03:35:30 main:574] : INFO : Epoch 1901 | loss: 0.0311158 | val_loss: 0.0311633 | Time: 2245.09 ms
[2021-11-29 03:35:32 main:574] : INFO : Epoch 1902 | loss: 0.0311182 | val_loss: 0.0311599 | Time: 2234.06 ms
[2021-11-29 03:35:34 main:574] : INFO : Epoch 1903 | loss: 0.0311322 | val_loss: 0.0311533 | Time: 2215.47 ms
[2021-11-29 03:35:36 main:574] : INFO : Epoch 1904 | loss: 0.0311213 | val_loss: 0.0311858 | Time: 2195.49 ms
[2021-11-29 03:35:38 main:574] : INFO : Epoch 1905 | loss: 0.0311278 | val_loss: 0.0311668 | Time: 2218.77 ms
[2021-11-29 03:35:41 main:574] : INFO : Epoch 1906 | loss: 0.0311146 | val_loss: 0.0311633 | Time: 2216.05 ms
[2021-11-29 03:35:43 main:574] : INFO : Epoch 1907 | loss: 0.0311146 | val_loss: 0.0311598 | Time: 2196.51 ms
[2021-11-29 03:35:45 main:574] : INFO : Epoch 1908 | loss: 0.0311125 | val_loss: 0.0311623 | Time: 2203.76 ms
[2021-11-29 03:35:47 main:574] : INFO : Epoch 1909 | loss: 0.0311196 | val_loss: 0.0311701 | Time: 2217.95 ms
[2021-11-29 03:35:50 main:574] : INFO : Epoch 1910 | loss: 0.0311167 | val_loss: 0.0311665 | Time: 2213.67 ms
[2021-11-29 03:35:52 main:574] : INFO : Epoch 1911 | loss: 0.0311158 | val_loss: 0.031163 | Time: 2217.72 ms
[2021-11-29 03:35:54 main:574] : INFO : Epoch 1912 | loss: 0.0311125 | val_loss: 0.0311652 | Time: 2221.07 ms
[2021-11-29 03:35:56 main:574] : INFO : Epoch 1913 | loss: 0.0311152 | val_loss: 0.0311701 | Time: 2231.75 ms
[2021-11-29 03:35:58 main:574] : INFO : Epoch 1914 | loss: 0.031115 | val_loss: 0.0311672 | Time: 2217.13 ms
[2021-11-29 03:36:01 main:574] : INFO : Epoch 1915 | loss: 0.0311145 | val_loss: 0.0311681 | Time: 2214.64 ms
[2021-11-29 03:36:03 main:574] : INFO : Epoch 1916 | loss: 0.0311245 | val_loss: 0.0311628 | Time: 2190.32 ms
[2021-11-29 03:36:05 main:574] : INFO : Epoch 1917 | loss: 0.0311468 | val_loss: 0.0311743 | Time: 2211.15 ms
[2021-11-29 03:36:07 main:574] : INFO : Epoch 1918 | loss: 0.0311768 | val_loss: 0.0311657 | Time: 2200.68 ms
[2021-11-29 03:36:09 main:574] : INFO : Epoch 1919 | loss: 0.0311711 | val_loss: 0.0311618 | Time: 2198.38 ms
[2021-11-29 03:36:12 main:574] : INFO : Epoch 1920 | loss: 0.031167 | val_loss: 0.0311597 | Time: 2199.93 ms
[2021-11-29 03:36:14 main:574] : INFO : Epoch 1921 | loss: 0.0311659 | val_loss: 0.0311652 | Time: 2206.04 ms
[2021-11-29 03:36:16 main:574] : INFO : Epoch 1922 | loss: 0.0311647 | val_loss: 0.0311592 | Time: 2251.63 ms
[2021-11-29 03:36:18 main:574] : INFO : Epoch 1923 | loss: 0.0311636 | val_loss: 0.0311633 | Time: 2225.17 ms
[2021-11-29 03:36:21 main:574] : INFO : Epoch 1924 | loss: 0.0311663 | val_loss: 0.0311721 | Time: 2223.36 ms
[2021-11-29 03:36:23 main:574] : INFO : Epoch 1925 | loss: 0.0311654 | val_loss: 0.0311598 | Time: 2202.96 ms
[2021-11-29 03:36:25 main:574] : INFO : Epoch 1926 | loss: 0.0311611 | val_loss: 0.0311604 | Time: 2216.04 ms
[2021-11-29 03:36:27 main:574] : INFO : Epoch 1927 | loss: 0.0311589 | val_loss: 0.0311557 | Time: 2215.43 ms
[2021-11-29 03:36:29 main:574] : INFO : Epoch 1928 | loss: 0.0311552 | val_loss: 0.0311573 | Time: 2221.87 ms
[2021-11-29 03:36:32 main:574] : INFO : Epoch 1929 | loss: 0.0311551 | val_loss: 0.0311557 | Time: 2223.2 ms
[2021-11-29 03:36:34 main:574] : INFO : Epoch 1930 | loss: 0.0311546 | val_loss: 0.0311566 | Time: 2211.16 ms
[2021-11-29 03:36:36 main:574] : INFO : Epoch 1931 | loss: 0.0311522 | val_loss: 0.0311544 | Time: 2223.46 ms
[2021-11-29 03:36:38 main:574] : INFO : Epoch 1932 | loss: 0.0311525 | val_loss: 0.0311564 | Time: 2206.97 ms
[2021-11-29 03:36:41 main:574] : INFO : Epoch 1933 | loss: 0.0311517 | val_loss: 0.0311542 | Time: 2223.34 ms
[2021-11-29 03:36:43 main:574] : INFO : Epoch 1934 | loss: 0.0311506 | val_loss: 0.0311572 | Time: 2219.06 ms
[2021-11-29 03:36:45 main:574] : INFO : Epoch 1935 | loss: 0.0311535 | val_loss: 0.0311556 | Time: 2228.02 ms
[2021-11-29 03:36:47 main:574] : INFO : Epoch 1936 | loss: 0.03115 | val_loss: 0.0311535 | Time: 2237.61 ms
[2021-11-29 03:36:49 main:574] : INFO : Epoch 1937 | loss: 0.0311546 | val_loss: 0.0311668 | Time: 2208.07 ms
[2021-11-29 03:36:52 main:574] : INFO : Epoch 1938 | loss: 0.0311537 | val_loss: 0.0311545 | Time: 2189.79 ms
[2021-11-29 03:36:54 main:574] : INFO : Epoch 1939 | loss: 0.0311504 | val_loss: 0.031155 | Time: 2206.98 ms
[2021-11-29 03:36:56 main:574] : INFO : Epoch 1940 | loss: 0.0311464 | val_loss: 0.0311523 | Time: 2219.42 ms
[2021-11-29 03:36:58 main:574] : INFO : Epoch 1941 | loss: 0.0311444 | val_loss: 0.0311525 | Time: 2216.77 ms
[2021-11-29 03:37:01 main:574] : INFO : Epoch 1942 | loss: 0.0311446 | val_loss: 0.0311519 | Time: 2215.72 ms
[2021-11-29 03:37:03 main:574] : INFO : Epoch 1943 | loss: 0.0311451 | val_loss: 0.0311545 | Time: 2205.46 ms
[2021-11-29 03:37:05 main:574] : INFO : Epoch 1944 | loss: 0.0311439 | val_loss: 0.0311554 | Time: 2200.93 ms
[2021-11-29 03:37:07 main:574] : INFO : Epoch 1945 | loss: 0.0311429 | val_loss: 0.0311519 | Time: 2202.87 ms
[2021-11-29 03:37:09 main:574] : INFO : Epoch 1946 | loss: 0.0311411 | val_loss: 0.0311502 | Time: 2212.3 ms
[2021-11-29 03:37:12 main:574] : INFO : Epoch 1947 | loss: 0.0311425 | val_loss: 0.0311527 | Time: 2241.33 ms
[2021-11-29 03:37:14 main:574] : INFO : Epoch 1948 | loss: 0.031143 | val_loss: 0.0311538 | Time: 2224.56 ms
[2021-11-29 03:37:16 main:574] : INFO : Epoch 1949 | loss: 0.0311403 | val_loss: 0.0311507 | Time: 2210.64 ms
[2021-11-29 03:37:18 main:574] : INFO : Epoch 1950 | loss: 0.0311393 | val_loss: 0.0311495 | Time: 2225.06 ms
[2021-11-29 03:37:20 main:574] : INFO : Epoch 1951 | loss: 0.0311391 | val_loss: 0.0311516 | Time: 2199.09 ms
[2021-11-29 03:37:23 main:574] : INFO : Epoch 1952 | loss: 0.0311388 | val_loss: 0.0311544 | Time: 2212.26 ms
[2021-11-29 03:37:25 main:574] : INFO : Epoch 1953 | loss: 0.031141 | val_loss: 0.0311553 | Time: 2214.48 ms
[2021-11-29 03:37:27 main:574] : INFO : Epoch 1954 | loss: 0.0311379 | val_loss: 0.0311495 | Time: 2246.1 ms
[2021-11-29 03:37:29 main:574] : INFO : Epoch 1955 | loss: 0.031143 | val_loss: 0.0311511 | Time: 2212.93 ms
[2021-11-29 03:37:32 main:574] : INFO : Epoch 1956 | loss: 0.0311393 | val_loss: 0.0311597 | Time: 2224.53 ms
[2021-11-29 03:37:34 main:574] : INFO : Epoch 1957 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 2206.79 ms
[2021-11-29 03:37:36 main:574] : INFO : Epoch 1958 | loss: 0.0311441 | val_loss: 0.0311525 | Time: 2226.63 ms
[2021-11-29 03:37:38 main:574] : INFO : Epoch 1959 | loss: 0.0311367 | val_loss: 0.0311545 | Time: 2202.9 ms
[2021-11-29 03:37:40 main:574] : INFO : Epoch 1960 | loss: 0.0311406 | val_loss: 0.0311626 | Time: 2220.21 ms
[2021-11-29 03:37:43 main:574] : INFO : Epoch 1961 | loss: 0.0311392 | val_loss: 0.0311521 | Time: 2213.51 ms
[2021-11-29 03:37:45 main:574] : INFO : Epoch 1962 | loss: 0.031135 | val_loss: 0.0311519 | Time: 2219.74 ms
[2021-11-29 03:37:47 main:574] : INFO : Epoch 1963 | loss: 0.0311357 | val_loss: 0.0311488 | Time: 2206.85 ms
[2021-11-29 03:37:49 main:574] : INFO : Epoch 1964 | loss: 0.0311373 | val_loss: 0.0311539 | Time: 2238.18 ms
[2021-11-29 03:37:52 main:574] : INFO : Epoch 1965 | loss: 0.0311387 | val_loss: 0.0311483 | Time: 2220.32 ms
[2021-11-29 03:37:54 main:574] : INFO : Epoch 1966 | loss: 0.0311371 | val_loss: 0.0311481 | Time: 2232.48 ms
[2021-11-29 03:37:56 main:574] : INFO : Epoch 1967 | loss: 0.0311369 | val_loss: 0.0311479 | Time: 2220.8 ms
[2021-11-29 03:37:58 main:574] : INFO : Epoch 1968 | loss: 0.0311393 | val_loss: 0.0311479 | Time: 2250.78 ms
[2021-11-29 03:38:01 main:574] : INFO : Epoch 1969 | loss: 0.0311356 | val_loss: 0.0311498 | Time: 2213.1 ms
[2021-11-29 03:38:03 main:574] : INFO : Epoch 1970 | loss: 0.0311355 | val_loss: 0.0311493 | Time: 2214.05 ms
[2021-11-29 03:38:05 main:574] : INFO : Epoch 1971 | loss: 0.0311337 | val_loss: 0.0311521 | Time: 2243.94 ms
[2021-11-29 03:38:07 main:574] : INFO : Epoch 1972 | loss: 0.0311385 | val_loss: 0.0311495 | Time: 2246.91 ms
[2021-11-29 03:38:09 main:574] : INFO : Epoch 1973 | loss: 0.0311371 | val_loss: 0.0311542 | Time: 2220.32 ms
[2021-11-29 03:38:12 main:574] : INFO : Epoch 1974 | loss: 0.0311387 | val_loss: 0.0311496 | Time: 2222.45 ms
[2021-11-29 03:38:14 main:574] : INFO : Epoch 1975 | loss: 0.0311354 | val_loss: 0.0311475 | Time: 2228.97 ms
[2021-11-29 03:38:16 main:574] : INFO : Epoch 1976 | loss: 0.0311353 | val_loss: 0.0311529 | Time: 2225.41 ms
[2021-11-29 03:38:18 main:574] : INFO : Epoch 1977 | loss: 0.0311314 | val_loss: 0.0311532 | Time: 2245.76 ms
[2021-11-29 03:38:21 main:574] : INFO : Epoch 1978 | loss: 0.0311297 | val_loss: 0.0311515 | Time: 2194.24 ms
[2021-11-29 03:38:23 main:574] : INFO : Epoch 1979 | loss: 0.0311297 | val_loss: 0.0311499 | Time: 2237.78 ms
[2021-11-29 03:38:25 main:574] : INFO : Epoch 1980 | loss: 0.0311288 | val_loss: 0.0311513 | Time: 2223.98 ms
[2021-11-29 03:38:27 main:574] : INFO : Epoch 1981 | loss: 0.0311338 | val_loss: 0.0311552 | Time: 2217.28 ms
[2021-11-29 03:38:30 main:574] : INFO : Epoch 1982 | loss: 0.031132 | val_loss: 0.0311502 | Time: 2229.96 ms
[2021-11-29 03:38:32 main:574] : INFO : Epoch 1983 | loss: 0.0311333 | val_loss: 0.0311501 | Time: 2227.22 ms
[2021-11-29 03:38:34 main:574] : INFO : Epoch 1984 | loss: 0.031132 | val_loss: 0.0311512 | Time: 2221.2 ms
[2021-11-29 03:38:36 main:574] : INFO : Epoch 1985 | loss: 0.0311323 | val_loss: 0.0311487 | Time: 2217.29 ms
[2021-11-29 03:38:38 main:574] : INFO : Epoch 1986 | loss: 0.0311293 | val_loss: 0.0311576 | Time: 2223.32 ms
[2021-11-29 03:38:41 main:574] : INFO : Epoch 1987 | loss: 0.0311358 | val_loss: 0.0311509 | Time: 2230.22 ms
[2021-11-29 03:38:43 main:574] : INFO : Epoch 1988 | loss: 0.0311282 | val_loss: 0.0311518 | Time: 2189.84 ms
[2021-11-29 03:38:45 main:574] : INFO : Epoch 1989 | loss: 0.0311301 | val_loss: 0.0311508 | Time: 2208.67 ms
[2021-11-29 03:38:47 main:574] : INFO : Epoch 1990 | loss: 0.0311305 | val_loss: 0.0311494 | Time: 2226.43 ms
[2021-11-29 03:38:49 main:574] : INFO : Epoch 1991 | loss: 0.031131 | val_loss: 0.0311485 | Time: 2211.1 ms
[2021-11-29 03:38:52 main:574] : INFO : Epoch 1992 | loss: 0.031132 | val_loss: 0.0311472 | Time: 2181.43 ms
[2021-11-29 03:38:54 main:574] : INFO : Epoch 1993 | loss: 0.031128 | val_loss: 0.031149 | Time: 2198.84 ms
[2021-11-29 03:38:56 main:574] : INFO : Epoch 1994 | loss: 0.0311266 | val_loss: 0.0311478 | Time: 2214.2 ms
[2021-11-29 03:38:58 main:574] : INFO : Epoch 1995 | loss: 0.0311264 | val_loss: 0.0311495 | Time: 2227.98 ms
[2021-11-29 03:39:01 main:574] : INFO : Epoch 1996 | loss: 0.0311298 | val_loss: 0.0311498 | Time: 2238.91 ms
[2021-11-29 03:39:03 main:574] : INFO : Epoch 1997 | loss: 0.0311274 | val_loss: 0.0311482 | Time: 2201.47 ms
[2021-11-29 03:39:05 main:574] : INFO : Epoch 1998 | loss: 0.0311263 | val_loss: 0.03115 | Time: 2225.19 ms
[2021-11-29 03:39:07 main:574] : INFO : Epoch 1999 | loss: 0.0311299 | val_loss: 0.0311476 | Time: 2228.83 ms
[2021-11-29 03:39:09 main:574] : INFO : Epoch 2000 | loss: 0.0311327 | val_loss: 0.0311494 | Time: 2216.13 ms
[2021-11-29 03:39:12 main:574] : INFO : Epoch 2001 | loss: 0.031129 | val_loss: 0.0311524 | Time: 2204.52 ms
[2021-11-29 03:39:14 main:574] : INFO : Epoch 2002 | loss: 0.0311296 | val_loss: 0.0311545 | Time: 2196.94 ms
[2021-11-29 03:39:16 main:574] : INFO : Epoch 2003 | loss: 0.0311271 | val_loss: 0.0311477 | Time: 2201.62 ms
[2021-11-29 03:39:18 main:574] : INFO : Epoch 2004 | loss: 0.0311259 | val_loss: 0.0311527 | Time: 2201.33 ms
[2021-11-29 03:39:20 main:574] : INFO : Epoch 2005 | loss: 0.0311277 | val_loss: 0.0311537 | Time: 2208.83 ms
[2021-11-29 03:39:23 main:574] : INFO : Epoch 2006 | loss: 0.0311302 | val_loss: 0.0311521 | Time: 2210 ms
[2021-11-29 03:39:25 main:574] : INFO : Epoch 2007 | loss: 0.0311254 | val_loss: 0.0311556 | Time: 2233.09 ms
[2021-11-29 03:39:27 main:574] : INFO : Epoch 2008 | loss: 0.0311267 | val_loss: 0.0311488 | Time: 2215.1 ms
[2021-11-29 03:39:29 main:574] : INFO : Epoch 2009 | loss: 0.0311259 | val_loss: 0.0311501 | Time: 2236.32 ms
[2021-11-29 03:39:32 main:574] : INFO : Epoch 2010 | loss: 0.0311262 | val_loss: 0.0311525 | Time: 2217.74 ms
[2021-11-29 03:39:34 main:574] : INFO : Epoch 2011 | loss: 0.0311266 | val_loss: 0.0311487 | Time: 2225.8 ms
[2021-11-29 03:39:36 main:574] : INFO : Epoch 2012 | loss: 0.0311238 | val_loss: 0.0311533 | Time: 2230.89 ms
[2021-11-29 03:39:38 main:574] : INFO : Epoch 2013 | loss: 0.031125 | val_loss: 0.0311503 | Time: 2219.39 ms
[2021-11-29 03:39:41 main:574] : INFO : Epoch 2014 | loss: 0.031123 | val_loss: 0.0311508 | Time: 2250.49 ms
[2021-11-29 03:39:43 main:574] : INFO : Epoch 2015 | loss: 0.0311252 | val_loss: 0.0311488 | Time: 2198.2 ms
[2021-11-29 03:39:45 main:574] : INFO : Epoch 2016 | loss: 0.0311222 | val_loss: 0.0311497 | Time: 2223.41 ms
[2021-11-29 03:39:47 main:574] : INFO : Epoch 2017 | loss: 0.0311222 | val_loss: 0.0311502 | Time: 2220 ms
[2021-11-29 03:39:49 main:574] : INFO : Epoch 2018 | loss: 0.0311237 | val_loss: 0.0311504 | Time: 2222.89 ms
[2021-11-29 03:39:52 main:574] : INFO : Epoch 2019 | loss: 0.0311234 | val_loss: 0.0311514 | Time: 2207.84 ms
[2021-11-29 03:39:54 main:574] : INFO : Epoch 2020 | loss: 0.0311233 | val_loss: 0.0311478 | Time: 2198.41 ms
[2021-11-29 03:39:56 main:574] : INFO : Epoch 2021 | loss: 0.0311258 | val_loss: 0.0311519 | Time: 2213.99 ms
[2021-11-29 03:39:58 main:574] : INFO : Epoch 2022 | loss: 0.0311279 | val_loss: 0.0311543 | Time: 2214.73 ms
[2021-11-29 03:40:01 main:574] : INFO : Epoch 2023 | loss: 0.0311266 | val_loss: 0.0311476 | Time: 2232.91 ms
[2021-11-29 03:40:03 main:574] : INFO : Epoch 2024 | loss: 0.0311234 | val_loss: 0.0311496 | Time: 2240.11 ms
[2021-11-29 03:40:05 main:574] : INFO : Epoch 2025 | loss: 0.031126 | val_loss: 0.0311527 | Time: 2216.77 ms
[2021-11-29 03:40:07 main:574] : INFO : Epoch 2026 | loss: 0.0311249 | val_loss: 0.0311514 | Time: 2246.15 ms
[2021-11-29 03:40:09 main:574] : INFO : Epoch 2027 | loss: 0.031124 | val_loss: 0.0311555 | Time: 2245.07 ms
[2021-11-29 03:40:12 main:574] : INFO : Epoch 2028 | loss: 0.0311234 | val_loss: 0.0311499 | Time: 2235.11 ms
[2021-11-29 03:40:14 main:574] : INFO : Epoch 2029 | loss: 0.0311231 | val_loss: 0.0311504 | Time: 2219.07 ms
[2021-11-29 03:40:16 main:574] : INFO : Epoch 2030 | loss: 0.0311269 | val_loss: 0.0311627 | Time: 2206.67 ms
[2021-11-29 03:40:18 main:574] : INFO : Epoch 2031 | loss: 0.0311234 | val_loss: 0.0311493 | Time: 2220.35 ms
[2021-11-29 03:40:21 main:574] : INFO : Epoch 2032 | loss: 0.0311227 | val_loss: 0.0311489 | Time: 2210.37 ms
[2021-11-29 03:40:23 main:574] : INFO : Epoch 2033 | loss: 0.0311254 | val_loss: 0.0311541 | Time: 2189.16 ms
[2021-11-29 03:40:25 main:574] : INFO : Epoch 2034 | loss: 0.0311285 | val_loss: 0.0311492 | Time: 2204.23 ms
[2021-11-29 03:40:27 main:574] : INFO : Epoch 2035 | loss: 0.0311196 | val_loss: 0.0311499 | Time: 2250.62 ms
[2021-11-29 03:40:29 main:574] : INFO : Epoch 2036 | loss: 0.0311178 | val_loss: 0.0311521 | Time: 2014.66 ms
[2021-11-29 03:40:31 main:574] : INFO : Epoch 2037 | loss: 0.0311186 | val_loss: 0.031152 | Time: 1587.83 ms
[2021-11-29 03:40:33 main:574] : INFO : Epoch 2038 | loss: 0.0311203 | val_loss: 0.0311572 | Time: 1740.46 ms
[2021-11-29 03:40:34 main:574] : INFO : Epoch 2039 | loss: 0.0311201 | val_loss: 0.0311491 | Time: 1690.68 ms
[2021-11-29 03:40:36 main:574] : INFO : Epoch 2040 | loss: 0.0311183 | val_loss: 0.0311555 | Time: 1679.43 ms
[2021-11-29 03:40:38 main:574] : INFO : Epoch 2041 | loss: 0.0311184 | val_loss: 0.0311556 | Time: 1664.66 ms
[2021-11-29 03:40:40 main:574] : INFO : Epoch 2042 | loss: 0.0311174 | val_loss: 0.0311507 | Time: 1973.69 ms
[2021-11-29 03:40:42 main:574] : INFO : Epoch 2043 | loss: 0.0311175 | val_loss: 0.0311538 | Time: 2210.23 ms
[2021-11-29 03:40:44 main:574] : INFO : Epoch 2044 | loss: 0.0311157 | val_loss: 0.031151 | Time: 2215.26 ms
[2021-11-29 03:40:46 main:574] : INFO : Epoch 2045 | loss: 0.0311205 | val_loss: 0.0311511 | Time: 2211.79 ms
[2021-11-29 03:40:48 main:574] : INFO : Epoch 2046 | loss: 0.0311203 | val_loss: 0.0311608 | Time: 2217.23 ms
[2021-11-29 03:40:51 main:574] : INFO : Epoch 2047 | loss: 0.0311176 | val_loss: 0.031151 | Time: 2236.06 ms
[2021-11-29 03:40:53 main:574] : INFO : Epoch 2048 | loss: 0.0311162 | val_loss: 0.031153 | Time: 2241.07 ms
[2021-11-29 03:40:53 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.031153
[2021-11-29 03:40:53 main:603] : INFO : Saving end state to config to file
[2021-11-29 03:40:53 main:608] : INFO : Success, exiting..
03:40:53 (5440): 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)