Task 9241598
| Name | ParityModified-1636227014-833-1-0_1 |
| Workunit | 6394269 |
| Created | 28 Nov 2021, 14:48:16 UTC |
| Sent | 28 Nov 2021, 15:16:04 UTC |
| Report deadline | 6 Dec 2021, 15:16:04 UTC |
| Received | 29 Nov 2021, 9:01:33 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6950 |
| Run time | 1 hours 16 min 6 sec |
| CPU time | 1 hours 15 min 23 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: 0.0311082 | val_loss: 0.0311793 | Time: 2224.32 ms
[2021-11-29 09:42:34 main:574] : INFO : Epoch 1543 | loss: 0.0311142 | val_loss: 0.0311796 | Time: 2238.34 ms
[2021-11-29 09:42:36 main:574] : INFO : Epoch 1544 | loss: 0.0311195 | val_loss: 0.0311707 | Time: 2215.68 ms
[2021-11-29 09:42:39 main:574] : INFO : Epoch 1545 | loss: 0.0311154 | val_loss: 0.0311715 | Time: 2217.37 ms
[2021-11-29 09:42:41 main:574] : INFO : Epoch 1546 | loss: 0.0311133 | val_loss: 0.0311717 | Time: 2249.13 ms
[2021-11-29 09:42:43 main:574] : INFO : Epoch 1547 | loss: 0.0311103 | val_loss: 0.0311732 | Time: 2239.03 ms
[2021-11-29 09:42:45 main:574] : INFO : Epoch 1548 | loss: 0.0311053 | val_loss: 0.031181 | Time: 2208.25 ms
[2021-11-29 09:42:48 main:574] : INFO : Epoch 1549 | loss: 0.0311035 | val_loss: 0.0311799 | Time: 2230.87 ms
[2021-11-29 09:42:50 main:574] : INFO : Epoch 1550 | loss: 0.0311039 | val_loss: 0.0311759 | Time: 2192.81 ms
[2021-11-29 09:42:52 main:574] : INFO : Epoch 1551 | loss: 0.0311035 | val_loss: 0.0311877 | Time: 2212.75 ms
[2021-11-29 09:42:54 main:574] : INFO : Epoch 1552 | loss: 0.0311017 | val_loss: 0.0311817 | Time: 2232.4 ms
[2021-11-29 09:42:56 main:574] : INFO : Epoch 1553 | loss: 0.0311006 | val_loss: 0.0311761 | Time: 2213.19 ms
[2021-11-29 09:42:59 main:574] : INFO : Epoch 1554 | loss: 0.0311021 | val_loss: 0.0311924 | Time: 2187.59 ms
[2021-11-29 09:43:01 main:574] : INFO : Epoch 1555 | loss: 0.0311127 | val_loss: 0.0311811 | Time: 2215.83 ms
[2021-11-29 09:43:03 main:574] : INFO : Epoch 1556 | loss: 0.0311085 | val_loss: 0.0311772 | Time: 2223.95 ms
[2021-11-29 09:43:05 main:574] : INFO : Epoch 1557 | loss: 0.0311039 | val_loss: 0.0311779 | Time: 2210.91 ms
[2021-11-29 09:43:07 main:574] : INFO : Epoch 1558 | loss: 0.0310998 | val_loss: 0.0311794 | Time: 2225.03 ms
[2021-11-29 09:43:10 main:574] : INFO : Epoch 1559 | loss: 0.0310981 | val_loss: 0.0311904 | Time: 2233.42 ms
[2021-11-29 09:43:12 main:574] : INFO : Epoch 1560 | loss: 0.0310986 | val_loss: 0.031179 | Time: 2225.32 ms
[2021-11-29 09:43:14 main:574] : INFO : Epoch 1561 | loss: 0.0310984 | val_loss: 0.0311799 | Time: 2238.62 ms
[2021-11-29 09:43:16 main:574] : INFO : Epoch 1562 | loss: 0.0311025 | val_loss: 0.0311798 | Time: 2219.89 ms
[2021-11-29 09:43:19 main:574] : INFO : Epoch 1563 | loss: 0.0311274 | val_loss: 0.0313156 | Time: 2205.23 ms
[2021-11-29 09:43:21 main:574] : INFO : Epoch 1564 | loss: 0.031148 | val_loss: 0.0311693 | Time: 2208.94 ms
[2021-11-29 09:43:23 main:574] : INFO : Epoch 1565 | loss: 0.0311416 | val_loss: 0.0311632 | Time: 2244.98 ms
[2021-11-29 09:43:25 main:574] : INFO : Epoch 1566 | loss: 0.031137 | val_loss: 0.0311704 | Time: 2203.13 ms
[2021-11-29 09:43:28 main:574] : INFO : Epoch 1567 | loss: 0.0311322 | val_loss: 0.0311673 | Time: 2222.26 ms
[2021-11-29 09:43:30 main:574] : INFO : Epoch 1568 | loss: 0.0311262 | val_loss: 0.0311721 | Time: 2206.6 ms
[2021-11-29 09:43:32 main:574] : INFO : Epoch 1569 | loss: 0.0311229 | val_loss: 0.0311639 | Time: 2215.37 ms
[2021-11-29 09:43:34 main:574] : INFO : Epoch 1570 | loss: 0.0311233 | val_loss: 0.0311753 | Time: 2211 ms
[2021-11-29 09:43:36 main:574] : INFO : Epoch 1571 | loss: 0.031128 | val_loss: 0.0311671 | Time: 2253.74 ms
[2021-11-29 09:43:39 main:574] : INFO : Epoch 1572 | loss: 0.0311272 | val_loss: 0.0311672 | Time: 2229.93 ms
[2021-11-29 09:43:41 main:574] : INFO : Epoch 1573 | loss: 0.031122 | val_loss: 0.0311686 | Time: 2198.33 ms
[2021-11-29 09:43:43 main:574] : INFO : Epoch 1574 | loss: 0.031118 | val_loss: 0.0311737 | Time: 2196.39 ms
[2021-11-29 09:43:45 main:574] : INFO : Epoch 1575 | loss: 0.0311194 | val_loss: 0.0311726 | Time: 2239.89 ms
[2021-11-29 09:43:48 main:574] : INFO : Epoch 1576 | loss: 0.0311201 | val_loss: 0.0311736 | Time: 2232.59 ms
[2021-11-29 09:43:50 main:574] : INFO : Epoch 1577 | loss: 0.0311134 | val_loss: 0.0311811 | Time: 2219.49 ms
[2021-11-29 09:43:52 main:574] : INFO : Epoch 1578 | loss: 0.0311158 | val_loss: 0.031184 | Time: 2189.24 ms
[2021-11-29 09:43:54 main:574] : INFO : Epoch 1579 | loss: 0.031111 | val_loss: 0.0311694 | Time: 2215.96 ms
[2021-11-29 09:43:56 main:574] : INFO : Epoch 1580 | loss: 0.031112 | val_loss: 0.0311765 | Time: 2216.71 ms
[2021-11-29 09:43:59 main:574] : INFO : Epoch 1581 | loss: 0.0311106 | val_loss: 0.0311856 | Time: 2257.42 ms
[2021-11-29 09:44:01 main:574] : INFO : Epoch 1582 | loss: 0.0311089 | val_loss: 0.031173 | Time: 2219.08 ms
[2021-11-29 09:44:03 main:574] : INFO : Epoch 1583 | loss: 0.0311073 | val_loss: 0.031184 | Time: 2211.26 ms
[2021-11-29 09:44:05 main:574] : INFO : Epoch 1584 | loss: 0.0311068 | val_loss: 0.0311789 | Time: 2205.03 ms
[2021-11-29 09:44:08 main:574] : INFO : Epoch 1585 | loss: 0.031105 | val_loss: 0.0311833 | Time: 2243.92 ms
[2021-11-29 09:44:10 main:574] : INFO : Epoch 1586 | loss: 0.0311057 | val_loss: 0.0311788 | Time: 2225.58 ms
[2021-11-29 09:44:12 main:574] : INFO : Epoch 1587 | loss: 0.0311109 | val_loss: 0.0311837 | Time: 2222.49 ms
[2021-11-29 09:44:14 main:574] : INFO : Epoch 1588 | loss: 0.0311098 | val_loss: 0.0311799 | Time: 2210.18 ms
[2021-11-29 09:44:16 main:574] : INFO : Epoch 1589 | loss: 0.0311088 | val_loss: 0.0311854 | Time: 2216.21 ms
[2021-11-29 09:44:19 main:574] : INFO : Epoch 1590 | loss: 0.0311079 | val_loss: 0.0311672 | Time: 2220.75 ms
[2021-11-29 09:44:21 main:574] : INFO : Epoch 1591 | loss: 0.0311121 | val_loss: 0.0311836 | Time: 2213.97 ms
[2021-11-29 09:44:23 main:574] : INFO : Epoch 1592 | loss: 0.031109 | val_loss: 0.0311923 | Time: 2208.1 ms
[2021-11-29 09:44:25 main:574] : INFO : Epoch 1593 | loss: 0.0311056 | val_loss: 0.0311773 | Time: 2232.12 ms
[2021-11-29 09:44:28 main:574] : INFO : Epoch 1594 | loss: 0.0311044 | val_loss: 0.0311753 | Time: 2212.5 ms
[2021-11-29 09:44:30 main:574] : INFO : Epoch 1595 | loss: 0.0311084 | val_loss: 0.0311907 | Time: 2252.61 ms
[2021-11-29 09:44:32 main:574] : INFO : Epoch 1596 | loss: 0.0311059 | val_loss: 0.0311722 | Time: 2217.52 ms
[2021-11-29 09:44:34 main:574] : INFO : Epoch 1597 | loss: 0.0311058 | val_loss: 0.0311893 | Time: 2216.45 ms
[2021-11-29 09:44:36 main:574] : INFO : Epoch 1598 | loss: 0.0311027 | val_loss: 0.0311871 | Time: 2206.96 ms
[2021-11-29 09:44:39 main:574] : INFO : Epoch 1599 | loss: 0.0311031 | val_loss: 0.0311817 | Time: 2231.6 ms
[2021-11-29 09:44:41 main:574] : INFO : Epoch 1600 | loss: 0.0311058 | val_loss: 0.0311774 | Time: 2236.01 ms
[2021-11-29 09:44:43 main:574] : INFO : Epoch 1601 | loss: 0.0311056 | val_loss: 0.031195 | Time: 2211.94 ms
[2021-11-29 09:44:45 main:574] : INFO : Epoch 1602 | loss: 0.0311077 | val_loss: 0.0311831 | Time: 2217.04 ms
[2021-11-29 09:44:48 main:574] : INFO : Epoch 1603 | loss: 0.0311079 | val_loss: 0.0311876 | Time: 2206.33 ms
[2021-11-29 09:44:50 main:574] : INFO : Epoch 1604 | loss: 0.0311076 | val_loss: 0.0311868 | Time: 2241.85 ms
[2021-11-29 09:44:52 main:574] : INFO : Epoch 1605 | loss: 0.0311048 | val_loss: 0.031183 | Time: 2228.49 ms
[2021-11-29 09:44:54 main:574] : INFO : Epoch 1606 | loss: 0.0311104 | val_loss: 0.0311729 | Time: 2197.93 ms
[2021-11-29 09:44:56 main:574] : INFO : Epoch 1607 | loss: 0.0311181 | val_loss: 0.0311683 | Time: 2215.03 ms
[2021-11-29 09:44:59 main:574] : INFO : Epoch 1608 | loss: 0.0311128 | val_loss: 0.0311732 | Time: 2223.86 ms
[2021-11-29 09:45:01 main:574] : INFO : Epoch 1609 | loss: 0.0311098 | val_loss: 0.0311794 | Time: 2216.97 ms
[2021-11-29 09:45:03 main:574] : INFO : Epoch 1610 | loss: 0.0311084 | val_loss: 0.0311796 | Time: 2219.02 ms
[2021-11-29 09:45:05 main:574] : INFO : Epoch 1611 | loss: 0.0311053 | val_loss: 0.0311867 | Time: 2242.48 ms
[2021-11-29 09:45:08 main:574] : INFO : Epoch 1612 | loss: 0.0311075 | val_loss: 0.0311815 | Time: 2210.55 ms
[2021-11-29 09:45:10 main:574] : INFO : Epoch 1613 | loss: 0.0311242 | val_loss: 0.0311704 | Time: 2242.8 ms
[2021-11-29 09:45:12 main:574] : INFO : Epoch 1614 | loss: 0.0311452 | val_loss: 0.0311669 | Time: 2212.65 ms
[2021-11-29 09:45:14 main:574] : INFO : Epoch 1615 | loss: 0.0311381 | val_loss: 0.0311663 | Time: 2230.19 ms
[2021-11-29 09:45:16 main:574] : INFO : Epoch 1616 | loss: 0.0311297 | val_loss: 0.0311654 | Time: 2219.02 ms
[2021-11-29 09:45:19 main:574] : INFO : Epoch 1617 | loss: 0.0311261 | val_loss: 0.0311663 | Time: 2184.61 ms
[2021-11-29 09:45:21 main:574] : INFO : Epoch 1618 | loss: 0.0311207 | val_loss: 0.0311751 | Time: 2218.95 ms
[2021-11-29 09:45:23 main:574] : INFO : Epoch 1619 | loss: 0.0311234 | val_loss: 0.0311725 | Time: 2224.21 ms
[2021-11-29 09:45:25 main:574] : INFO : Epoch 1620 | loss: 0.0311186 | val_loss: 0.0311725 | Time: 2215.76 ms
[2021-11-29 09:45:28 main:574] : INFO : Epoch 1621 | loss: 0.0311155 | val_loss: 0.0311837 | Time: 2226.35 ms
[2021-11-29 09:45:30 main:574] : INFO : Epoch 1622 | loss: 0.0311137 | val_loss: 0.0311829 | Time: 2218.54 ms
[2021-11-29 09:45:32 main:574] : INFO : Epoch 1623 | loss: 0.0311111 | val_loss: 0.0311856 | Time: 2233.42 ms
[2021-11-29 09:45:34 main:574] : INFO : Epoch 1624 | loss: 0.03111 | val_loss: 0.0311807 | Time: 2216.89 ms
[2021-11-29 09:45:36 main:574] : INFO : Epoch 1625 | loss: 0.0311082 | val_loss: 0.0311722 | Time: 2239.97 ms
[2021-11-29 09:45:39 main:574] : INFO : Epoch 1626 | loss: 0.0311066 | val_loss: 0.0311859 | Time: 2224.44 ms
[2021-11-29 09:45:41 main:574] : INFO : Epoch 1627 | loss: 0.0311035 | val_loss: 0.0311804 | Time: 2227.63 ms
[2021-11-29 09:45:43 main:574] : INFO : Epoch 1628 | loss: 0.0311031 | val_loss: 0.031178 | Time: 2236.4 ms
[2021-11-29 09:45:45 main:574] : INFO : Epoch 1629 | loss: 0.0311049 | val_loss: 0.0311794 | Time: 2215.58 ms
[2021-11-29 09:45:48 main:574] : INFO : Epoch 1630 | loss: 0.031103 | val_loss: 0.0311798 | Time: 2229.71 ms
[2021-11-29 09:45:50 main:574] : INFO : Epoch 1631 | loss: 0.0311042 | val_loss: 0.0311726 | Time: 2217.24 ms
[2021-11-29 09:45:52 main:574] : INFO : Epoch 1632 | loss: 0.0311116 | val_loss: 0.0311711 | Time: 2247.79 ms
[2021-11-29 09:45:54 main:574] : INFO : Epoch 1633 | loss: 0.0311088 | val_loss: 0.0311762 | Time: 2192.46 ms
[2021-11-29 09:45:57 main:574] : INFO : Epoch 1634 | loss: 0.0311064 | val_loss: 0.0311842 | Time: 2223.41 ms
[2021-11-29 09:45:59 main:574] : INFO : Epoch 1635 | loss: 0.0311083 | val_loss: 0.0311778 | Time: 2220.63 ms
[2021-11-29 09:46:01 main:574] : INFO : Epoch 1636 | loss: 0.0311031 | val_loss: 0.0311776 | Time: 2226.44 ms
[2021-11-29 09:46:03 main:574] : INFO : Epoch 1637 | loss: 0.031103 | val_loss: 0.0311821 | Time: 2221.52 ms
[2021-11-29 09:46:05 main:574] : INFO : Epoch 1638 | loss: 0.0311022 | val_loss: 0.0311792 | Time: 2203.33 ms
[2021-11-29 09:46:08 main:574] : INFO : Epoch 1639 | loss: 0.0311039 | val_loss: 0.0311756 | Time: 2224.06 ms
[2021-11-29 09:46:10 main:574] : INFO : Epoch 1640 | loss: 0.0310986 | val_loss: 0.0311907 | Time: 2238.52 ms
[2021-11-29 09:46:12 main:574] : INFO : Epoch 1641 | loss: 0.0311009 | val_loss: 0.0311924 | Time: 2220.3 ms
[2021-11-29 09:46:14 main:574] : INFO : Epoch 1642 | loss: 0.0311019 | val_loss: 0.03118 | Time: 2238.25 ms
[2021-11-29 09:46:17 main:574] : INFO : Epoch 1643 | loss: 0.0311021 | val_loss: 0.0311887 | Time: 2235.19 ms
[2021-11-29 09:46:19 main:574] : INFO : Epoch 1644 | loss: 0.0310987 | val_loss: 0.0311792 | Time: 2229.21 ms
[2021-11-29 09:46:21 main:574] : INFO : Epoch 1645 | loss: 0.0311009 | val_loss: 0.0311773 | Time: 2215.63 ms
[2021-11-29 09:46:23 main:574] : INFO : Epoch 1646 | loss: 0.0311066 | val_loss: 0.0311856 | Time: 2214.75 ms
[2021-11-29 09:46:26 main:574] : INFO : Epoch 1647 | loss: 0.0311034 | val_loss: 0.0311729 | Time: 2235.39 ms
[2021-11-29 09:46:28 main:574] : INFO : Epoch 1648 | loss: 0.0311001 | val_loss: 0.0311852 | Time: 2227.22 ms
[2021-11-29 09:46:30 main:574] : INFO : Epoch 1649 | loss: 0.0310978 | val_loss: 0.0311933 | Time: 2202.94 ms
[2021-11-29 09:46:32 main:574] : INFO : Epoch 1650 | loss: 0.0310971 | val_loss: 0.0311882 | Time: 2257.07 ms
[2021-11-29 09:46:34 main:574] : INFO : Epoch 1651 | loss: 0.0311014 | val_loss: 0.0311891 | Time: 2233.21 ms
[2021-11-29 09:46:37 main:574] : INFO : Epoch 1652 | loss: 0.0310972 | val_loss: 0.0311814 | Time: 2240.13 ms
[2021-11-29 09:46:39 main:574] : INFO : Epoch 1653 | loss: 0.0310981 | val_loss: 0.0311788 | Time: 2233.74 ms
[2021-11-29 09:46:41 main:574] : INFO : Epoch 1654 | loss: 0.0310989 | val_loss: 0.0311914 | Time: 2209.73 ms
[2021-11-29 09:46:43 main:574] : INFO : Epoch 1655 | loss: 0.0310986 | val_loss: 0.0311739 | Time: 2242.23 ms
[2021-11-29 09:46:46 main:574] : INFO : Epoch 1656 | loss: 0.0310965 | val_loss: 0.0311807 | Time: 2186.86 ms
[2021-11-29 09:46:48 main:574] : INFO : Epoch 1657 | loss: 0.0310949 | val_loss: 0.0311833 | Time: 2210.64 ms
[2021-11-29 09:46:50 main:574] : INFO : Epoch 1658 | loss: 0.0310958 | val_loss: 0.0311835 | Time: 2241.66 ms
[2021-11-29 09:46:52 main:574] : INFO : Epoch 1659 | loss: 0.031094 | val_loss: 0.0312011 | Time: 2236.6 ms
[2021-11-29 09:46:54 main:574] : INFO : Epoch 1660 | loss: 0.0310948 | val_loss: 0.0311807 | Time: 2204.45 ms
[2021-11-29 09:46:57 main:574] : INFO : Epoch 1661 | loss: 0.0310992 | val_loss: 0.0311791 | Time: 2238.51 ms
[2021-11-29 09:46:59 main:574] : INFO : Epoch 1662 | loss: 0.0311101 | val_loss: 0.0311806 | Time: 2218.55 ms
[2021-11-29 09:47:01 main:574] : INFO : Epoch 1663 | loss: 0.0311025 | val_loss: 0.0311855 | Time: 2215.48 ms
[2021-11-29 09:47:03 main:574] : INFO : Epoch 1664 | loss: 0.0310992 | val_loss: 0.0311923 | Time: 2228.26 ms
[2021-11-29 09:47:06 main:574] : INFO : Epoch 1665 | loss: 0.0310973 | val_loss: 0.0311822 | Time: 2246.23 ms
[2021-11-29 09:47:08 main:574] : INFO : Epoch 1666 | loss: 0.031098 | val_loss: 0.0311962 | Time: 2206.46 ms
[2021-11-29 09:47:10 main:574] : INFO : Epoch 1667 | loss: 0.0310948 | val_loss: 0.0311837 | Time: 2216.31 ms
[2021-11-29 09:47:12 main:574] : INFO : Epoch 1668 | loss: 0.0310993 | val_loss: 0.0311837 | Time: 2225.2 ms
[2021-11-29 09:47:15 main:574] : INFO : Epoch 1669 | loss: 0.0310957 | val_loss: 0.0311836 | Time: 2240.9 ms
[2021-11-29 09:47:17 main:574] : INFO : Epoch 1670 | loss: 0.0310944 | val_loss: 0.0311948 | Time: 2219.74 ms
[2021-11-29 09:47:19 main:574] : INFO : Epoch 1671 | loss: 0.0310937 | val_loss: 0.0311913 | Time: 2255.65 ms
[2021-11-29 09:47:21 main:574] : INFO : Epoch 1672 | loss: 0.0310969 | val_loss: 0.0311728 | Time: 2230 ms
[2021-11-29 09:47:23 main:574] : INFO : Epoch 1673 | loss: 0.0310948 | val_loss: 0.0311906 | Time: 2223.13 ms
[2021-11-29 09:47:26 main:574] : INFO : Epoch 1674 | loss: 0.0310929 | val_loss: 0.0311887 | Time: 2220.24 ms
[2021-11-29 09:47:28 main:574] : INFO : Epoch 1675 | loss: 0.0310987 | val_loss: 0.0311813 | Time: 2207.07 ms
[2021-11-29 09:47:30 main:574] : INFO : Epoch 1676 | loss: 0.0310933 | val_loss: 0.0311775 | Time: 2190.74 ms
[2021-11-29 09:47:32 main:574] : INFO : Epoch 1677 | loss: 0.0310944 | val_loss: 0.0311796 | Time: 2227.14 ms
[2021-11-29 09:47:35 main:574] : INFO : Epoch 1678 | loss: 0.0310926 | val_loss: 0.0311886 | Time: 2181.17 ms
[2021-11-29 09:47:37 main:574] : INFO : Epoch 1679 | loss: 0.0310916 | val_loss: 0.0311761 | Time: 2188.75 ms
[2021-11-29 09:47:39 main:574] : INFO : Epoch 1680 | loss: 0.0311014 | val_loss: 0.0311884 | Time: 2247.27 ms
[2021-11-29 09:47:41 main:574] : INFO : Epoch 1681 | loss: 0.0311009 | val_loss: 0.0311763 | Time: 2230.1 ms
[2021-11-29 09:47:43 main:574] : INFO : Epoch 1682 | loss: 0.031096 | val_loss: 0.0311837 | Time: 2196.46 ms
[2021-11-29 09:47:46 main:574] : INFO : Epoch 1683 | loss: 0.0310947 | val_loss: 0.0311908 | Time: 2211.31 ms
[2021-11-29 09:47:48 main:574] : INFO : Epoch 1684 | loss: 0.0310922 | val_loss: 0.0311865 | Time: 2229.45 ms
[2021-11-29 09:47:50 main:574] : INFO : Epoch 1685 | loss: 0.0310912 | val_loss: 0.0311829 | Time: 2217.02 ms
[2021-11-29 09:47:52 main:574] : INFO : Epoch 1686 | loss: 0.0310927 | val_loss: 0.0312009 | Time: 2221.25 ms
[2021-11-29 09:47:55 main:574] : INFO : Epoch 1687 | loss: 0.0311019 | val_loss: 0.0311756 | Time: 2267.5 ms
[2021-11-29 09:47:57 main:574] : INFO : Epoch 1688 | loss: 0.031121 | val_loss: 0.0311699 | Time: 2265.55 ms
[2021-11-29 09:47:59 main:574] : INFO : Epoch 1689 | loss: 0.0311171 | val_loss: 0.0311923 | Time: 2223.99 ms
[2021-11-29 09:48:01 main:574] : INFO : Epoch 1690 | loss: 0.0311098 | val_loss: 0.0311753 | Time: 2197 ms
[2021-11-29 09:48:04 main:574] : INFO : Epoch 1691 | loss: 0.0311141 | val_loss: 0.0311869 | Time: 2208.38 ms
[2021-11-29 09:48:06 main:574] : INFO : Epoch 1692 | loss: 0.0311048 | val_loss: 0.0311807 | Time: 2227.12 ms
[2021-11-29 09:48:08 main:574] : INFO : Epoch 1693 | loss: 0.0310988 | val_loss: 0.0311929 | Time: 2207.01 ms
[2021-11-29 09:48:10 main:574] : INFO : Epoch 1694 | loss: 0.0311001 | val_loss: 0.0311921 | Time: 2220.32 ms
[2021-11-29 09:48:12 main:574] : INFO : Epoch 1695 | loss: 0.0310982 | val_loss: 0.0311757 | Time: 2218 ms
[2021-11-29 09:48:15 main:574] : INFO : Epoch 1696 | loss: 0.0310945 | val_loss: 0.0311906 | Time: 2236.18 ms
[2021-11-29 09:48:17 main:574] : INFO : Epoch 1697 | loss: 0.0310967 | val_loss: 0.0311884 | Time: 2217.15 ms
[2021-11-29 09:48:19 main:574] : INFO : Epoch 1698 | loss: 0.0310963 | val_loss: 0.0311906 | Time: 2246.66 ms
[2021-11-29 09:48:21 main:574] : INFO : Epoch 1699 | loss: 0.0311001 | val_loss: 0.0311929 | Time: 2235.04 ms
[2021-11-29 09:48:24 main:574] : INFO : Epoch 1700 | loss: 0.0310992 | val_loss: 0.0311908 | Time: 2217.09 ms
[2021-11-29 09:48:26 main:574] : INFO : Epoch 1701 | loss: 0.0310948 | val_loss: 0.0311822 | Time: 2227.94 ms
[2021-11-29 09:48:28 main:574] : INFO : Epoch 1702 | loss: 0.0310923 | val_loss: 0.0311961 | Time: 2221.03 ms
[2021-11-29 09:48:30 main:574] : INFO : Epoch 1703 | loss: 0.0310939 | val_loss: 0.0311809 | Time: 2206.15 ms
[2021-11-29 09:48:32 main:574] : INFO : Epoch 1704 | loss: 0.0310913 | val_loss: 0.0311753 | Time: 2240.98 ms
[2021-11-29 09:48:35 main:574] : INFO : Epoch 1705 | loss: 0.0310943 | val_loss: 0.0311896 | Time: 2212.97 ms
[2021-11-29 09:48:37 main:574] : INFO : Epoch 1706 | loss: 0.0310951 | val_loss: 0.0311904 | Time: 2219.2 ms
[2021-11-29 09:48:39 main:574] : INFO : Epoch 1707 | loss: 0.0310933 | val_loss: 0.0311999 | Time: 2206.18 ms
[2021-11-29 09:48:41 main:574] : INFO : Epoch 1708 | loss: 0.0310907 | val_loss: 0.0311978 | Time: 2219.29 ms
[2021-11-29 09:48:44 main:574] : INFO : Epoch 1709 | loss: 0.0310917 | val_loss: 0.0311839 | Time: 2239.29 ms
[2021-11-29 09:48:46 main:574] : INFO : Epoch 1710 | loss: 0.0310898 | val_loss: 0.0311878 | Time: 2193.09 ms
[2021-11-29 09:48:48 main:574] : INFO : Epoch 1711 | loss: 0.0310958 | val_loss: 0.0312007 | Time: 2227.79 ms
[2021-11-29 09:48:50 main:574] : INFO : Epoch 1712 | loss: 0.0310964 | val_loss: 0.0311959 | Time: 2236.36 ms
[2021-11-29 09:48:52 main:574] : INFO : Epoch 1713 | loss: 0.0310952 | val_loss: 0.031184 | Time: 2219.33 ms
[2021-11-29 09:48:55 main:574] : INFO : Epoch 1714 | loss: 0.0310921 | val_loss: 0.0311817 | Time: 2223.3 ms
[2021-11-29 09:48:57 main:574] : INFO : Epoch 1715 | loss: 0.0310943 | val_loss: 0.031182 | Time: 2199.45 ms
[2021-11-29 09:48:59 main:574] : INFO : Epoch 1716 | loss: 0.0310965 | val_loss: 0.0311967 | Time: 2229.76 ms
[2021-11-29 09:49:01 main:574] : INFO : Epoch 1717 | loss: 0.0310924 | val_loss: 0.0311933 | Time: 2230.46 ms
[2021-11-29 09:49:04 main:574] : INFO : Epoch 1718 | loss: 0.0310903 | val_loss: 0.0311814 | Time: 2226.94 ms
[2021-11-29 09:49:06 main:574] : INFO : Epoch 1719 | loss: 0.0310942 | val_loss: 0.0311851 | Time: 2207.79 ms
[2021-11-29 09:49:08 main:574] : INFO : Epoch 1720 | loss: 0.0310967 | val_loss: 0.0311942 | Time: 2229.04 ms
[2021-11-29 09:49:10 main:574] : INFO : Epoch 1721 | loss: 0.031091 | val_loss: 0.0311862 | Time: 2245.44 ms
[2021-11-29 09:49:13 main:574] : INFO : Epoch 1722 | loss: 0.0310916 | val_loss: 0.0311992 | Time: 2233.26 ms
[2021-11-29 09:49:15 main:574] : INFO : Epoch 1723 | loss: 0.031092 | val_loss: 0.0311784 | Time: 2230.26 ms
[2021-11-29 09:49:17 main:574] : INFO : Epoch 1724 | loss: 0.031088 | val_loss: 0.0311887 | Time: 2205.56 ms
[2021-11-29 09:49:19 main:574] : INFO : Epoch 1725 | loss: 0.0310893 | val_loss: 0.0311772 | Time: 2197.96 ms
[2021-11-29 09:49:21 main:574] : INFO : Epoch 1726 | loss: 0.0310903 | val_loss: 0.031177 | Time: 2197.17 ms
[2021-11-29 09:49:24 main:574] : INFO : Epoch 1727 | loss: 0.0310902 | val_loss: 0.03118 | Time: 2218.66 ms
[2021-11-29 09:49:26 main:574] : INFO : Epoch 1728 | loss: 0.0310885 | val_loss: 0.0311915 | Time: 2224.14 ms
[2021-11-29 09:49:28 main:574] : INFO : Epoch 1729 | loss: 0.0310863 | val_loss: 0.031189 | Time: 2237.04 ms
[2021-11-29 09:49:30 main:574] : INFO : Epoch 1730 | loss: 0.0310885 | val_loss: 0.0312044 | Time: 2221.47 ms
[2021-11-29 09:49:33 main:574] : INFO : Epoch 1731 | loss: 0.0310895 | val_loss: 0.0311911 | Time: 2233.71 ms
[2021-11-29 09:49:35 main:574] : INFO : Epoch 1732 | loss: 0.0310931 | val_loss: 0.0311857 | Time: 2249.36 ms
[2021-11-29 09:49:37 main:574] : INFO : Epoch 1733 | loss: 0.0310956 | val_loss: 0.0311781 | Time: 2208.66 ms
[2021-11-29 09:49:39 main:574] : INFO : Epoch 1734 | loss: 0.0310966 | val_loss: 0.0311871 | Time: 2232.33 ms
[2021-11-29 09:49:41 main:574] : INFO : Epoch 1735 | loss: 0.0310974 | val_loss: 0.0311792 | Time: 2187.47 ms
[2021-11-29 09:49:44 main:574] : INFO : Epoch 1736 | loss: 0.0310946 | val_loss: 0.0311901 | Time: 2212.62 ms
[2021-11-29 09:49:46 main:574] : INFO : Epoch 1737 | loss: 0.031094 | val_loss: 0.031193 | Time: 2211.26 ms
[2021-11-29 09:49:48 main:574] : INFO : Epoch 1738 | loss: 0.0311035 | val_loss: 0.0311726 | Time: 2247.91 ms
[2021-11-29 09:49:50 main:574] : INFO : Epoch 1739 | loss: 0.0311067 | val_loss: 0.0311726 | Time: 2219.66 ms
[2021-11-29 09:49:53 main:574] : INFO : Epoch 1740 | loss: 0.0310999 | val_loss: 0.0311948 | Time: 2217.63 ms
[2021-11-29 09:49:55 main:574] : INFO : Epoch 1741 | loss: 0.0310962 | val_loss: 0.0311822 | Time: 2227.19 ms
[2021-11-29 09:49:57 main:574] : INFO : Epoch 1742 | loss: 0.0310917 | val_loss: 0.0311899 | Time: 2231.89 ms
[2021-11-29 09:49:59 main:574] : INFO : Epoch 1743 | loss: 0.0310901 | val_loss: 0.0311932 | Time: 2213.68 ms
[2021-11-29 09:50:01 main:574] : INFO : Epoch 1744 | loss: 0.0310914 | val_loss: 0.0311861 | Time: 2229.66 ms
[2021-11-29 09:50:04 main:574] : INFO : Epoch 1745 | loss: 0.0310962 | val_loss: 0.0311804 | Time: 2216.02 ms
[2021-11-29 09:50:06 main:574] : INFO : Epoch 1746 | loss: 0.0311043 | val_loss: 0.0311766 | Time: 2224.31 ms
[2021-11-29 09:50:08 main:574] : INFO : Epoch 1747 | loss: 0.031097 | val_loss: 0.0311805 | Time: 2210.43 ms
[2021-11-29 09:50:10 main:574] : INFO : Epoch 1748 | loss: 0.0310978 | val_loss: 0.0311807 | Time: 2200.89 ms
[2021-11-29 09:50:13 main:574] : INFO : Epoch 1749 | loss: 0.0310949 | val_loss: 0.0311843 | Time: 2230.36 ms
[2021-11-29 09:50:15 main:574] : INFO : Epoch 1750 | loss: 0.0310925 | val_loss: 0.031187 | Time: 2214.78 ms
[2021-11-29 09:50:17 main:574] : INFO : Epoch 1751 | loss: 0.0311001 | val_loss: 0.0311872 | Time: 2223.36 ms
[2021-11-29 09:50:19 main:574] : INFO : Epoch 1752 | loss: 0.0311017 | val_loss: 0.0311738 | Time: 2226.03 ms
[2021-11-29 09:50:21 main:574] : INFO : Epoch 1753 | loss: 0.0310998 | val_loss: 0.0311901 | Time: 2219.49 ms
[2021-11-29 09:50:24 main:574] : INFO : Epoch 1754 | loss: 0.0311005 | val_loss: 0.0311836 | Time: 2216.86 ms
[2021-11-29 09:50:26 main:574] : INFO : Epoch 1755 | loss: 0.031096 | val_loss: 0.0311901 | Time: 2210.12 ms
[2021-11-29 09:50:28 main:574] : INFO : Epoch 1756 | loss: 0.0310931 | val_loss: 0.0311781 | Time: 2247.39 ms
[2021-11-29 09:50:30 main:574] : INFO : Epoch 1757 | loss: 0.0310962 | val_loss: 0.0311783 | Time: 2251.33 ms
[2021-11-29 09:50:33 main:574] : INFO : Epoch 1758 | loss: 0.0310967 | val_loss: 0.031174 | Time: 2233.07 ms
[2021-11-29 09:50:35 main:574] : INFO : Epoch 1759 | loss: 0.0310948 | val_loss: 0.0312023 | Time: 2206.39 ms
[2021-11-29 09:50:37 main:574] : INFO : Epoch 1760 | loss: 0.0310945 | val_loss: 0.031185 | Time: 2221.05 ms
[2021-11-29 09:50:39 main:574] : INFO : Epoch 1761 | loss: 0.03109 | val_loss: 0.0311801 | Time: 2225.12 ms
[2021-11-29 09:50:42 main:574] : INFO : Epoch 1762 | loss: 0.0311039 | val_loss: 0.0311786 | Time: 2223.93 ms
[2021-11-29 09:50:44 main:574] : INFO : Epoch 1763 | loss: 0.0311209 | val_loss: 0.0311766 | Time: 2225.78 ms
[2021-11-29 09:50:46 main:574] : INFO : Epoch 1764 | loss: 0.0311142 | val_loss: 0.0311744 | Time: 2208.97 ms
[2021-11-29 09:50:48 main:574] : INFO : Epoch 1765 | loss: 0.0311103 | val_loss: 0.0311796 | Time: 2243.26 ms
[2021-11-29 09:50:50 main:574] : INFO : Epoch 1766 | loss: 0.0311037 | val_loss: 0.0311853 | Time: 2213.78 ms
[2021-11-29 09:50:53 main:574] : INFO : Epoch 1767 | loss: 0.0311041 | val_loss: 0.0311799 | Time: 2226.17 ms
[2021-11-29 09:50:55 main:574] : INFO : Epoch 1768 | loss: 0.0311019 | val_loss: 0.0311816 | Time: 2217.21 ms
[2021-11-29 09:50:57 main:574] : INFO : Epoch 1769 | loss: 0.0310982 | val_loss: 0.0311864 | Time: 2181.65 ms
[2021-11-29 09:50:59 main:574] : INFO : Epoch 1770 | loss: 0.0310942 | val_loss: 0.0311831 | Time: 2231.56 ms
[2021-11-29 09:51:02 main:574] : INFO : Epoch 1771 | loss: 0.0310974 | val_loss: 0.0311775 | Time: 2237.14 ms
[2021-11-29 09:51:04 main:574] : INFO : Epoch 1772 | loss: 0.0310959 | val_loss: 0.0311842 | Time: 2194.82 ms
[2021-11-29 09:51:06 main:574] : INFO : Epoch 1773 | loss: 0.0310951 | val_loss: 0.0311889 | Time: 2203.92 ms
[2021-11-29 09:51:08 main:574] : INFO : Epoch 1774 | loss: 0.031101 | val_loss: 0.0312152 | Time: 2231.26 ms
[2021-11-29 09:51:10 main:574] : INFO : Epoch 1775 | loss: 0.0311042 | val_loss: 0.031177 | Time: 2228.96 ms
[2021-11-29 09:51:13 main:574] : INFO : Epoch 1776 | loss: 0.0310977 | val_loss: 0.0311713 | Time: 2242.77 ms
[2021-11-29 09:51:15 main:574] : INFO : Epoch 1777 | loss: 0.0310964 | val_loss: 0.0311985 | Time: 2216.48 ms
[2021-11-29 09:51:17 main:574] : INFO : Epoch 1778 | loss: 0.0311023 | val_loss: 0.0311763 | Time: 2220.44 ms
[2021-11-29 09:51:19 main:574] : INFO : Epoch 1779 | loss: 0.0310966 | val_loss: 0.0311872 | Time: 2208.46 ms
[2021-11-29 09:51:22 main:574] : INFO : Epoch 1780 | loss: 0.0311018 | val_loss: 0.031178 | Time: 2219.32 ms
[2021-11-29 09:51:24 main:574] : INFO : Epoch 1781 | loss: 0.0311035 | val_loss: 0.0311864 | Time: 2205.85 ms
[2021-11-29 09:51:26 main:574] : INFO : Epoch 1782 | loss: 0.0310982 | val_loss: 0.0311813 | Time: 2221.3 ms
[2021-11-29 09:51:28 main:574] : INFO : Epoch 1783 | loss: 0.0310937 | val_loss: 0.0311996 | Time: 2214.34 ms
[2021-11-29 09:51:30 main:574] : INFO : Epoch 1784 | loss: 0.0310951 | val_loss: 0.0311869 | Time: 2237.56 ms
[2021-11-29 09:51:33 main:574] : INFO : Epoch 1785 | loss: 0.0310963 | val_loss: 0.0311772 | Time: 2224.37 ms
[2021-11-29 09:51:35 main:574] : INFO : Epoch 1786 | loss: 0.0310934 | val_loss: 0.0311854 | Time: 2220.79 ms
[2021-11-29 09:51:37 main:574] : INFO : Epoch 1787 | loss: 0.0311004 | val_loss: 0.0311931 | Time: 2230.76 ms
[2021-11-29 09:51:39 main:574] : INFO : Epoch 1788 | loss: 0.0310967 | val_loss: 0.0311778 | Time: 2235.96 ms
[2021-11-29 09:51:42 main:574] : INFO : Epoch 1789 | loss: 0.031092 | val_loss: 0.0311786 | Time: 2209.39 ms
[2021-11-29 09:51:44 main:574] : INFO : Epoch 1790 | loss: 0.031096 | val_loss: 0.031193 | Time: 2241.23 ms
[2021-11-29 09:51:46 main:574] : INFO : Epoch 1791 | loss: 0.0310919 | val_loss: 0.0312128 | Time: 2210.55 ms
[2021-11-29 09:51:48 main:574] : INFO : Epoch 1792 | loss: 0.0310914 | val_loss: 0.0311749 | Time: 2224.55 ms
[2021-11-29 09:51:50 main:574] : INFO : Epoch 1793 | loss: 0.0310906 | val_loss: 0.0311958 | Time: 2234.09 ms
[2021-11-29 09:51:53 main:574] : INFO : Epoch 1794 | loss: 0.0310907 | val_loss: 0.0311798 | Time: 2219.39 ms
[2021-11-29 09:51:55 main:574] : INFO : Epoch 1795 | loss: 0.0310878 | val_loss: 0.0311927 | Time: 2236.68 ms
[2021-11-29 09:51:57 main:574] : INFO : Epoch 1796 | loss: 0.0310909 | val_loss: 0.0311903 | Time: 2223.42 ms
[2021-11-29 09:51:59 main:574] : INFO : Epoch 1797 | loss: 0.0310869 | val_loss: 0.031191 | Time: 2232.35 ms
[2021-11-29 09:52:02 main:574] : INFO : Epoch 1798 | loss: 0.0310916 | val_loss: 0.0311894 | Time: 2202.49 ms
[2021-11-29 09:52:04 main:574] : INFO : Epoch 1799 | loss: 0.0310917 | val_loss: 0.0311915 | Time: 2211.94 ms
[2021-11-29 09:52:06 main:574] : INFO : Epoch 1800 | loss: 0.0310873 | val_loss: 0.0311917 | Time: 2195.29 ms
[2021-11-29 09:52:08 main:574] : INFO : Epoch 1801 | loss: 0.0310844 | val_loss: 0.0311929 | Time: 2211.52 ms
[2021-11-29 09:52:10 main:574] : INFO : Epoch 1802 | loss: 0.0310849 | val_loss: 0.0311869 | Time: 2239.52 ms
[2021-11-29 09:52:13 main:574] : INFO : Epoch 1803 | loss: 0.0310892 | val_loss: 0.0311841 | Time: 2217.16 ms
[2021-11-29 09:52:15 main:574] : INFO : Epoch 1804 | loss: 0.0310931 | val_loss: 0.031178 | Time: 2211.72 ms
[2021-11-29 09:52:17 main:574] : INFO : Epoch 1805 | loss: 0.0311 | val_loss: 0.0311894 | Time: 2227.86 ms
[2021-11-29 09:52:19 main:574] : INFO : Epoch 1806 | loss: 0.0310917 | val_loss: 0.0311888 | Time: 2222.42 ms
[2021-11-29 09:52:22 main:574] : INFO : Epoch 1807 | loss: 0.031093 | val_loss: 0.0311865 | Time: 2266.85 ms
[2021-11-29 09:52:24 main:574] : INFO : Epoch 1808 | loss: 0.0310904 | val_loss: 0.031184 | Time: 2254.69 ms
[2021-11-29 09:52:26 main:574] : INFO : Epoch 1809 | loss: 0.0310907 | val_loss: 0.0311781 | Time: 2201.5 ms
[2021-11-29 09:52:28 main:574] : INFO : Epoch 1810 | loss: 0.0310938 | val_loss: 0.0311797 | Time: 2186.21 ms
[2021-11-29 09:52:31 main:574] : INFO : Epoch 1811 | loss: 0.031094 | val_loss: 0.0311955 | Time: 2245.05 ms
[2021-11-29 09:52:33 main:574] : INFO : Epoch 1812 | loss: 0.0310996 | val_loss: 0.0311653 | Time: 2176.27 ms
[2021-11-29 09:52:35 main:574] : INFO : Epoch 1813 | loss: 0.0311209 | val_loss: 0.0311752 | Time: 2218.1 ms
[2021-11-29 09:52:37 main:574] : INFO : Epoch 1814 | loss: 0.0311219 | val_loss: 0.0311677 | Time: 2221.76 ms
[2021-11-29 09:52:39 main:574] : INFO : Epoch 1815 | loss: 0.0311137 | val_loss: 0.0311699 | Time: 2220.62 ms
[2021-11-29 09:52:42 main:574] : INFO : Epoch 1816 | loss: 0.0311089 | val_loss: 0.031174 | Time: 2196.43 ms
[2021-11-29 09:52:44 main:574] : INFO : Epoch 1817 | loss: 0.0311023 | val_loss: 0.0311741 | Time: 2216.64 ms
[2021-11-29 09:52:46 main:574] : INFO : Epoch 1818 | loss: 0.0311025 | val_loss: 0.0311673 | Time: 2214.86 ms
[2021-11-29 09:52:48 main:574] : INFO : Epoch 1819 | loss: 0.0311012 | val_loss: 0.0311818 | Time: 2233.3 ms
[2021-11-29 09:52:50 main:574] : INFO : Epoch 1820 | loss: 0.0310972 | val_loss: 0.0311746 | Time: 2242.16 ms
[2021-11-29 09:52:53 main:574] : INFO : Epoch 1821 | loss: 0.0310949 | val_loss: 0.0311776 | Time: 2225.35 ms
[2021-11-29 09:52:55 main:574] : INFO : Epoch 1822 | loss: 0.031093 | val_loss: 0.0311768 | Time: 2216.28 ms
[2021-11-29 09:52:57 main:574] : INFO : Epoch 1823 | loss: 0.0310925 | val_loss: 0.0311852 | Time: 2224.4 ms
[2021-11-29 09:52:59 main:574] : INFO : Epoch 1824 | loss: 0.0310896 | val_loss: 0.0311834 | Time: 2211.9 ms
[2021-11-29 09:53:02 main:574] : INFO : Epoch 1825 | loss: 0.0310902 | val_loss: 0.0311822 | Time: 2203.35 ms
[2021-11-29 09:53:04 main:574] : INFO : Epoch 1826 | loss: 0.0310948 | val_loss: 0.0311896 | Time: 2201.27 ms
[2021-11-29 09:53:06 main:574] : INFO : Epoch 1827 | loss: 0.031097 | val_loss: 0.0311795 | Time: 2231.94 ms
[2021-11-29 09:53:08 main:574] : INFO : Epoch 1828 | loss: 0.0310928 | val_loss: 0.0311756 | Time: 2217.95 ms
[2021-11-29 09:53:10 main:574] : INFO : Epoch 1829 | loss: 0.0310941 | val_loss: 0.0311815 | Time: 2229.63 ms
[2021-11-29 09:53:13 main:574] : INFO : Epoch 1830 | loss: 0.0310864 | val_loss: 0.0311902 | Time: 2201.83 ms
[2021-11-29 09:53:15 main:574] : INFO : Epoch 1831 | loss: 0.0310905 | val_loss: 0.031191 | Time: 2203.73 ms
[2021-11-29 09:53:17 main:574] : INFO : Epoch 1832 | loss: 0.0310936 | val_loss: 0.0311781 | Time: 2226.12 ms
[2021-11-29 09:53:19 main:574] : INFO : Epoch 1833 | loss: 0.0310882 | val_loss: 0.0311931 | Time: 2221.27 ms
[2021-11-29 09:53:22 main:574] : INFO : Epoch 1834 | loss: 0.0310907 | val_loss: 0.0311795 | Time: 2227.4 ms
[2021-11-29 09:53:24 main:574] : INFO : Epoch 1835 | loss: 0.0310877 | val_loss: 0.031186 | Time: 2225.38 ms
[2021-11-29 09:53:26 main:574] : INFO : Epoch 1836 | loss: 0.0310866 | val_loss: 0.0311808 | Time: 2233.12 ms
[2021-11-29 09:53:28 main:574] : INFO : Epoch 1837 | loss: 0.031088 | val_loss: 0.0311801 | Time: 2209.75 ms
[2021-11-29 09:53:30 main:574] : INFO : Epoch 1838 | loss: 0.0310894 | val_loss: 0.0311919 | Time: 2212.19 ms
[2021-11-29 09:53:33 main:574] : INFO : Epoch 1839 | loss: 0.0310969 | val_loss: 0.0311805 | Time: 2209.92 ms
[2021-11-29 09:53:35 main:574] : INFO : Epoch 1840 | loss: 0.0310927 | val_loss: 0.0311847 | Time: 2230.7 ms
[2021-11-29 09:53:37 main:574] : INFO : Epoch 1841 | loss: 0.0310912 | val_loss: 0.0311867 | Time: 2204 ms
[2021-11-29 09:53:39 main:574] : INFO : Epoch 1842 | loss: 0.0310894 | val_loss: 0.0311828 | Time: 2234.68 ms
[2021-11-29 09:53:42 main:574] : INFO : Epoch 1843 | loss: 0.0310933 | val_loss: 0.0311856 | Time: 2195.34 ms
[2021-11-29 09:53:44 main:574] : INFO : Epoch 1844 | loss: 0.0310906 | val_loss: 0.031175 | Time: 2212.72 ms
[2021-11-29 09:53:46 main:574] : INFO : Epoch 1845 | loss: 0.0310886 | val_loss: 0.0311781 | Time: 2200.6 ms
[2021-11-29 09:53:48 main:574] : INFO : Epoch 1846 | loss: 0.0310961 | val_loss: 0.0311933 | Time: 2204.97 ms
[2021-11-29 09:53:50 main:574] : INFO : Epoch 1847 | loss: 0.0310948 | val_loss: 0.0311828 | Time: 2198.44 ms
[2021-11-29 09:53:53 main:574] : INFO : Epoch 1848 | loss: 0.0310905 | val_loss: 0.0311761 | Time: 2219.47 ms
[2021-11-29 09:53:55 main:574] : INFO : Epoch 1849 | loss: 0.0310899 | val_loss: 0.0311958 | Time: 2189.58 ms
[2021-11-29 09:53:57 main:574] : INFO : Epoch 1850 | loss: 0.0310836 | val_loss: 0.0311873 | Time: 2205.54 ms
[2021-11-29 09:53:59 main:574] : INFO : Epoch 1851 | loss: 0.031094 | val_loss: 0.0311822 | Time: 2220.57 ms
[2021-11-29 09:54:01 main:574] : INFO : Epoch 1852 | loss: 0.0310945 | val_loss: 0.0311916 | Time: 2236.15 ms
[2021-11-29 09:54:04 main:574] : INFO : Epoch 1853 | loss: 0.0310973 | val_loss: 0.0311901 | Time: 2210.41 ms
[2021-11-29 09:54:06 main:574] : INFO : Epoch 1854 | loss: 0.0310935 | val_loss: 0.0311847 | Time: 2212.49 ms
[2021-11-29 09:54:08 main:574] : INFO : Epoch 1855 | loss: 0.0310911 | val_loss: 0.0311852 | Time: 2222.16 ms
[2021-11-29 09:54:10 main:574] : INFO : Epoch 1856 | loss: 0.0310867 | val_loss: 0.0311875 | Time: 2218.88 ms
[2021-11-29 09:54:13 main:574] : INFO : Epoch 1857 | loss: 0.031092 | val_loss: 0.0311899 | Time: 2251.08 ms
[2021-11-29 09:54:15 main:574] : INFO : Epoch 1858 | loss: 0.0310912 | val_loss: 0.0311891 | Time: 2242.35 ms
[2021-11-29 09:54:17 main:574] : INFO : Epoch 1859 | loss: 0.0310885 | val_loss: 0.0311989 | Time: 2219.54 ms
[2021-11-29 09:54:19 main:574] : INFO : Epoch 1860 | loss: 0.0310864 | val_loss: 0.0311944 | Time: 2245.34 ms
[2021-11-29 09:54:22 main:574] : INFO : Epoch 1861 | loss: 0.0310852 | val_loss: 0.0311921 | Time: 2203.47 ms
[2021-11-29 09:54:24 main:574] : INFO : Epoch 1862 | loss: 0.0310832 | val_loss: 0.031185 | Time: 2210.07 ms
[2021-11-29 09:54:26 main:574] : INFO : Epoch 1863 | loss: 0.0310862 | val_loss: 0.0311981 | Time: 2211.41 ms
[2021-11-29 09:54:28 main:574] : INFO : Epoch 1864 | loss: 0.0311114 | val_loss: 0.0311644 | Time: 2217.73 ms
[2021-11-29 09:54:30 main:574] : INFO : Epoch 1865 | loss: 0.0311287 | val_loss: 0.0311762 | Time: 2225.51 ms
[2021-11-29 09:54:33 main:574] : INFO : Epoch 1866 | loss: 0.0311282 | val_loss: 0.0311755 | Time: 2187.36 ms
[2021-11-29 09:54:35 main:574] : INFO : Epoch 1867 | loss: 0.0311194 | val_loss: 0.0311689 | Time: 2241.2 ms
[2021-11-29 09:54:37 main:574] : INFO : Epoch 1868 | loss: 0.0311222 | val_loss: 0.0311688 | Time: 2226.69 ms
[2021-11-29 09:54:39 main:574] : INFO : Epoch 1869 | loss: 0.0311149 | val_loss: 0.0311654 | Time: 2235.73 ms
[2021-11-29 09:54:42 main:574] : INFO : Epoch 1870 | loss: 0.0311108 | val_loss: 0.031169 | Time: 2235.61 ms
[2021-11-29 09:54:44 main:574] : INFO : Epoch 1871 | loss: 0.0311055 | val_loss: 0.0311773 | Time: 2219.68 ms
[2021-11-29 09:54:46 main:574] : INFO : Epoch 1872 | loss: 0.0311051 | val_loss: 0.0311766 | Time: 2248.42 ms
[2021-11-29 09:54:48 main:574] : INFO : Epoch 1873 | loss: 0.0310998 | val_loss: 0.0311652 | Time: 2241.18 ms
[2021-11-29 09:54:50 main:574] : INFO : Epoch 1874 | loss: 0.031096 | val_loss: 0.0311684 | Time: 2228.29 ms
[2021-11-29 09:54:53 main:574] : INFO : Epoch 1875 | loss: 0.0311003 | val_loss: 0.031186 | Time: 2205.72 ms
[2021-11-29 09:54:55 main:574] : INFO : Epoch 1876 | loss: 0.0310996 | val_loss: 0.031184 | Time: 2241.02 ms
[2021-11-29 09:54:57 main:574] : INFO : Epoch 1877 | loss: 0.031102 | val_loss: 0.0311742 | Time: 2233.7 ms
[2021-11-29 09:54:59 main:574] : INFO : Epoch 1878 | loss: 0.031104 | val_loss: 0.0311744 | Time: 2247.34 ms
[2021-11-29 09:55:02 main:574] : INFO : Epoch 1879 | loss: 0.0310998 | val_loss: 0.0311797 | Time: 2207.52 ms
[2021-11-29 09:55:04 main:574] : INFO : Epoch 1880 | loss: 0.0310933 | val_loss: 0.0311776 | Time: 2227.08 ms
[2021-11-29 09:55:06 main:574] : INFO : Epoch 1881 | loss: 0.0310965 | val_loss: 0.0311764 | Time: 2207.13 ms
[2021-11-29 09:55:08 main:574] : INFO : Epoch 1882 | loss: 0.0310955 | val_loss: 0.0311778 | Time: 2232.74 ms
[2021-11-29 09:55:11 main:574] : INFO : Epoch 1883 | loss: 0.0310926 | val_loss: 0.0311845 | Time: 2208.81 ms
[2021-11-29 09:55:13 main:574] : INFO : Epoch 1884 | loss: 0.0310889 | val_loss: 0.0311856 | Time: 2219.46 ms
[2021-11-29 09:55:15 main:574] : INFO : Epoch 1885 | loss: 0.0310892 | val_loss: 0.0311924 | Time: 2197.62 ms
[2021-11-29 09:55:17 main:574] : INFO : Epoch 1886 | loss: 0.0310916 | val_loss: 0.0311818 | Time: 2223.69 ms
[2021-11-29 09:55:19 main:574] : INFO : Epoch 1887 | loss: 0.0310884 | val_loss: 0.0311892 | Time: 2217.84 ms
[2021-11-29 09:55:22 main:574] : INFO : Epoch 1888 | loss: 0.0310947 | val_loss: 0.031187 | Time: 2217.46 ms
[2021-11-29 09:55:24 main:574] : INFO : Epoch 1889 | loss: 0.0310929 | val_loss: 0.0311824 | Time: 2237.47 ms
[2021-11-29 09:55:26 main:574] : INFO : Epoch 1890 | loss: 0.0310989 | val_loss: 0.0311826 | Time: 2205.03 ms
[2021-11-29 09:55:28 main:574] : INFO : Epoch 1891 | loss: 0.0311073 | val_loss: 0.031179 | Time: 2222.05 ms
[2021-11-29 09:55:31 main:574] : INFO : Epoch 1892 | loss: 0.0311281 | val_loss: 0.0311717 | Time: 2208.38 ms
[2021-11-29 09:55:33 main:574] : INFO : Epoch 1893 | loss: 0.0311247 | val_loss: 0.0311723 | Time: 2242.39 ms
[2021-11-29 09:55:35 main:574] : INFO : Epoch 1894 | loss: 0.0311173 | val_loss: 0.0311674 | Time: 2182.7 ms
[2021-11-29 09:55:37 main:574] : INFO : Epoch 1895 | loss: 0.0311244 | val_loss: 0.0311655 | Time: 2207.29 ms
[2021-11-29 09:55:39 main:574] : INFO : Epoch 1896 | loss: 0.0311237 | val_loss: 0.0311598 | Time: 2216.36 ms
[2021-11-29 09:55:42 main:574] : INFO : Epoch 1897 | loss: 0.0311255 | val_loss: 0.0311642 | Time: 2240.9 ms
[2021-11-29 09:55:44 main:574] : INFO : Epoch 1898 | loss: 0.031117 | val_loss: 0.031165 | Time: 2192.31 ms
[2021-11-29 09:55:46 main:574] : INFO : Epoch 1899 | loss: 0.031115 | val_loss: 0.0311685 | Time: 2226.46 ms
[2021-11-29 09:55:48 main:574] : INFO : Epoch 1900 | loss: 0.0311109 | val_loss: 0.0311725 | Time: 2224.08 ms
[2021-11-29 09:55:51 main:574] : INFO : Epoch 1901 | loss: 0.031108 | val_loss: 0.0311733 | Time: 2225.08 ms
[2021-11-29 09:55:53 main:574] : INFO : Epoch 1902 | loss: 0.0311042 | val_loss: 0.0311857 | Time: 2199.23 ms
[2021-11-29 09:55:55 main:574] : INFO : Epoch 1903 | loss: 0.0311067 | val_loss: 0.0311707 | Time: 2243.12 ms
[2021-11-29 09:55:57 main:574] : INFO : Epoch 1904 | loss: 0.0311028 | val_loss: 0.0311865 | Time: 2210.72 ms
[2021-11-29 09:55:59 main:574] : INFO : Epoch 1905 | loss: 0.0311041 | val_loss: 0.0311788 | Time: 2218.36 ms
[2021-11-29 09:56:02 main:574] : INFO : Epoch 1906 | loss: 0.0311028 | val_loss: 0.0311813 | Time: 2221.36 ms
[2021-11-29 09:56:04 main:574] : INFO : Epoch 1907 | loss: 0.0311036 | val_loss: 0.0311832 | Time: 2230.45 ms
[2021-11-29 09:56:06 main:574] : INFO : Epoch 1908 | loss: 0.0311021 | val_loss: 0.0311883 | Time: 2216.15 ms
[2021-11-29 09:56:08 main:574] : INFO : Epoch 1909 | loss: 0.031103 | val_loss: 0.0311783 | Time: 2243.86 ms
[2021-11-29 09:56:11 main:574] : INFO : Epoch 1910 | loss: 0.0311091 | val_loss: 0.0311746 | Time: 2229.39 ms
[2021-11-29 09:56:13 main:574] : INFO : Epoch 1911 | loss: 0.0311122 | val_loss: 0.0311717 | Time: 2232.17 ms
[2021-11-29 09:56:15 main:574] : INFO : Epoch 1912 | loss: 0.0311054 | val_loss: 0.0311802 | Time: 2248.84 ms
[2021-11-29 09:56:17 main:574] : INFO : Epoch 1913 | loss: 0.0311008 | val_loss: 0.0311755 | Time: 2206.51 ms
[2021-11-29 09:56:19 main:574] : INFO : Epoch 1914 | loss: 0.0310989 | val_loss: 0.0311877 | Time: 2255.1 ms
[2021-11-29 09:56:22 main:574] : INFO : Epoch 1915 | loss: 0.0310966 | val_loss: 0.0311758 | Time: 2201.7 ms
[2021-11-29 09:56:24 main:574] : INFO : Epoch 1916 | loss: 0.0310972 | val_loss: 0.0311882 | Time: 2223.96 ms
[2021-11-29 09:56:26 main:574] : INFO : Epoch 1917 | loss: 0.0310971 | val_loss: 0.0311821 | Time: 2235.75 ms
[2021-11-29 09:56:28 main:574] : INFO : Epoch 1918 | loss: 0.0311034 | val_loss: 0.0311793 | Time: 2219.16 ms
[2021-11-29 09:56:31 main:574] : INFO : Epoch 1919 | loss: 0.0311193 | val_loss: 0.0311763 | Time: 2221.53 ms
[2021-11-29 09:56:33 main:574] : INFO : Epoch 1920 | loss: 0.0311126 | val_loss: 0.0311791 | Time: 2203.58 ms
[2021-11-29 09:56:35 main:574] : INFO : Epoch 1921 | loss: 0.0311054 | val_loss: 0.0311868 | Time: 2232.63 ms
[2021-11-29 09:56:37 main:574] : INFO : Epoch 1922 | loss: 0.0311022 | val_loss: 0.0311775 | Time: 2204.37 ms
[2021-11-29 09:56:39 main:574] : INFO : Epoch 1923 | loss: 0.0311051 | val_loss: 0.0311903 | Time: 2223.6 ms
[2021-11-29 09:56:42 main:574] : INFO : Epoch 1924 | loss: 0.0310982 | val_loss: 0.0311894 | Time: 2232.49 ms
[2021-11-29 09:56:44 main:574] : INFO : Epoch 1925 | loss: 0.0310957 | val_loss: 0.0311818 | Time: 2220.02 ms
[2021-11-29 09:56:46 main:574] : INFO : Epoch 1926 | loss: 0.0310954 | val_loss: 0.0311871 | Time: 2231.41 ms
[2021-11-29 09:56:48 main:574] : INFO : Epoch 1927 | loss: 0.0310987 | val_loss: 0.031184 | Time: 2234.22 ms
[2021-11-29 09:56:51 main:574] : INFO : Epoch 1928 | loss: 0.0310982 | val_loss: 0.0311835 | Time: 2213.07 ms
[2021-11-29 09:56:53 main:574] : INFO : Epoch 1929 | loss: 0.0310928 | val_loss: 0.0311818 | Time: 2243.57 ms
[2021-11-29 09:56:55 main:574] : INFO : Epoch 1930 | loss: 0.031092 | val_loss: 0.0311895 | Time: 2233.6 ms
[2021-11-29 09:56:57 main:574] : INFO : Epoch 1931 | loss: 0.0310963 | val_loss: 0.0311755 | Time: 2231.01 ms
[2021-11-29 09:57:00 main:574] : INFO : Epoch 1932 | loss: 0.0310994 | val_loss: 0.0311735 | Time: 2237.54 ms
[2021-11-29 09:57:02 main:574] : INFO : Epoch 1933 | loss: 0.031099 | val_loss: 0.0311807 | Time: 2227.5 ms
[2021-11-29 09:57:04 main:574] : INFO : Epoch 1934 | loss: 0.0310979 | val_loss: 0.031182 | Time: 2201.92 ms
[2021-11-29 09:57:06 main:574] : INFO : Epoch 1935 | loss: 0.0310982 | val_loss: 0.0311792 | Time: 2220.89 ms
[2021-11-29 09:57:08 main:574] : INFO : Epoch 1936 | loss: 0.0310943 | val_loss: 0.0311951 | Time: 2219.82 ms
[2021-11-29 09:57:11 main:574] : INFO : Epoch 1937 | loss: 0.0310949 | val_loss: 0.0311775 | Time: 2216.92 ms
[2021-11-29 09:57:13 main:574] : INFO : Epoch 1938 | loss: 0.0310992 | val_loss: 0.0311875 | Time: 2217.85 ms
[2021-11-29 09:57:15 main:574] : INFO : Epoch 1939 | loss: 0.0310975 | val_loss: 0.0311819 | Time: 2220.28 ms
[2021-11-29 09:57:17 main:574] : INFO : Epoch 1940 | loss: 0.0310915 | val_loss: 0.0311778 | Time: 2196.46 ms
[2021-11-29 09:57:20 main:574] : INFO : Epoch 1941 | loss: 0.0310902 | val_loss: 0.0311875 | Time: 2644.98 ms
[2021-11-29 09:57:22 main:574] : INFO : Epoch 1942 | loss: 0.0310875 | val_loss: 0.0311861 | Time: 2452.52 ms
[2021-11-29 09:57:25 main:574] : INFO : Epoch 1943 | loss: 0.0310873 | val_loss: 0.0311916 | Time: 2229.91 ms
[2021-11-29 09:57:27 main:574] : INFO : Epoch 1944 | loss: 0.0310885 | val_loss: 0.0311766 | Time: 2213.36 ms
[2021-11-29 09:57:29 main:574] : INFO : Epoch 1945 | loss: 0.0310906 | val_loss: 0.0311837 | Time: 2213.38 ms
[2021-11-29 09:57:31 main:574] : INFO : Epoch 1946 | loss: 0.03109 | val_loss: 0.0311764 | Time: 2212.16 ms
[2021-11-29 09:57:34 main:574] : INFO : Epoch 1947 | loss: 0.0311056 | val_loss: 0.0311872 | Time: 2202.44 ms
[2021-11-29 09:57:36 main:574] : INFO : Epoch 1948 | loss: 0.031105 | val_loss: 0.0311902 | Time: 2244.6 ms
[2021-11-29 09:57:38 main:574] : INFO : Epoch 1949 | loss: 0.031096 | val_loss: 0.0311778 | Time: 2247.62 ms
[2021-11-29 09:57:40 main:574] : INFO : Epoch 1950 | loss: 0.0310951 | val_loss: 0.0311827 | Time: 2219.71 ms
[2021-11-29 09:57:42 main:574] : INFO : Epoch 1951 | loss: 0.0310923 | val_loss: 0.0311856 | Time: 2206.79 ms
[2021-11-29 09:57:45 main:574] : INFO : Epoch 1952 | loss: 0.0310955 | val_loss: 0.0311833 | Time: 2214.6 ms
[2021-11-29 09:57:47 main:574] : INFO : Epoch 1953 | loss: 0.0310962 | val_loss: 0.031182 | Time: 2246 ms
[2021-11-29 09:57:49 main:574] : INFO : Epoch 1954 | loss: 0.0310959 | val_loss: 0.0311848 | Time: 2202.87 ms
[2021-11-29 09:57:51 main:574] : INFO : Epoch 1955 | loss: 0.0310914 | val_loss: 0.0311908 | Time: 2253.06 ms
[2021-11-29 09:57:54 main:574] : INFO : Epoch 1956 | loss: 0.0310907 | val_loss: 0.0311806 | Time: 2257.7 ms
[2021-11-29 09:57:56 main:574] : INFO : Epoch 1957 | loss: 0.0310923 | val_loss: 0.0311889 | Time: 2208.34 ms
[2021-11-29 09:57:58 main:574] : INFO : Epoch 1958 | loss: 0.0310903 | val_loss: 0.0312001 | Time: 2205.75 ms
[2021-11-29 09:58:00 main:574] : INFO : Epoch 1959 | loss: 0.0310893 | val_loss: 0.0311723 | Time: 2231.12 ms
[2021-11-29 09:58:03 main:574] : INFO : Epoch 1960 | loss: 0.031091 | val_loss: 0.031188 | Time: 2218.18 ms
[2021-11-29 09:58:05 main:574] : INFO : Epoch 1961 | loss: 0.0310919 | val_loss: 0.0311939 | Time: 2196.84 ms
[2021-11-29 09:58:07 main:574] : INFO : Epoch 1962 | loss: 0.0310978 | val_loss: 0.0311736 | Time: 2204.8 ms
[2021-11-29 09:58:09 main:574] : INFO : Epoch 1963 | loss: 0.0310943 | val_loss: 0.0311787 | Time: 2227.04 ms
[2021-11-29 09:58:11 main:574] : INFO : Epoch 1964 | loss: 0.0310901 | val_loss: 0.0311809 | Time: 2240 ms
[2021-11-29 09:58:14 main:574] : INFO : Epoch 1965 | loss: 0.0310907 | val_loss: 0.0311836 | Time: 2235.93 ms
[2021-11-29 09:58:16 main:574] : INFO : Epoch 1966 | loss: 0.0310858 | val_loss: 0.0311811 | Time: 2244.02 ms
[2021-11-29 09:58:18 main:574] : INFO : Epoch 1967 | loss: 0.0310887 | val_loss: 0.0311899 | Time: 2245.63 ms
[2021-11-29 09:58:20 main:574] : INFO : Epoch 1968 | loss: 0.0310868 | val_loss: 0.0311837 | Time: 2203.72 ms
[2021-11-29 09:58:23 main:574] : INFO : Epoch 1969 | loss: 0.0310894 | val_loss: 0.0312052 | Time: 2221 ms
[2021-11-29 09:58:25 main:574] : INFO : Epoch 1970 | loss: 0.0310873 | val_loss: 0.0311965 | Time: 2237.29 ms
[2021-11-29 09:58:27 main:574] : INFO : Epoch 1971 | loss: 0.0310855 | val_loss: 0.0311921 | Time: 2216.08 ms
[2021-11-29 09:58:29 main:574] : INFO : Epoch 1972 | loss: 0.0310834 | val_loss: 0.0311995 | Time: 2232.93 ms
[2021-11-29 09:58:31 main:574] : INFO : Epoch 1973 | loss: 0.0310865 | val_loss: 0.0311866 | Time: 2205.5 ms
[2021-11-29 09:58:34 main:574] : INFO : Epoch 1974 | loss: 0.0310845 | val_loss: 0.0311834 | Time: 2221.43 ms
[2021-11-29 09:58:36 main:574] : INFO : Epoch 1975 | loss: 0.031086 | val_loss: 0.0311857 | Time: 2217.8 ms
[2021-11-29 09:58:38 main:574] : INFO : Epoch 1976 | loss: 0.0310877 | val_loss: 0.0311825 | Time: 2224.34 ms
[2021-11-29 09:58:40 main:574] : INFO : Epoch 1977 | loss: 0.0310915 | val_loss: 0.0312037 | Time: 2195.51 ms
[2021-11-29 09:58:43 main:574] : INFO : Epoch 1978 | loss: 0.0311052 | val_loss: 0.0311762 | Time: 2221.57 ms
[2021-11-29 09:58:45 main:574] : INFO : Epoch 1979 | loss: 0.0311021 | val_loss: 0.0311754 | Time: 2223.95 ms
[2021-11-29 09:58:47 main:574] : INFO : Epoch 1980 | loss: 0.0310995 | val_loss: 0.0311791 | Time: 2251.49 ms
[2021-11-29 09:58:49 main:574] : INFO : Epoch 1981 | loss: 0.0310923 | val_loss: 0.0311912 | Time: 2253.82 ms
[2021-11-29 09:58:52 main:574] : INFO : Epoch 1982 | loss: 0.0310947 | val_loss: 0.0311913 | Time: 2205.37 ms
[2021-11-29 09:58:54 main:574] : INFO : Epoch 1983 | loss: 0.03109 | val_loss: 0.031189 | Time: 2223 ms
[2021-11-29 09:58:56 main:574] : INFO : Epoch 1984 | loss: 0.0310904 | val_loss: 0.0311837 | Time: 2216.61 ms
[2021-11-29 09:58:58 main:574] : INFO : Epoch 1985 | loss: 0.0310972 | val_loss: 0.0311776 | Time: 2231.02 ms
[2021-11-29 09:59:00 main:574] : INFO : Epoch 1986 | loss: 0.0310919 | val_loss: 0.0311855 | Time: 2186.49 ms
[2021-11-29 09:59:03 main:574] : INFO : Epoch 1987 | loss: 0.031093 | val_loss: 0.0311797 | Time: 2234.2 ms
[2021-11-29 09:59:05 main:574] : INFO : Epoch 1988 | loss: 0.0310946 | val_loss: 0.0311798 | Time: 2225.19 ms
[2021-11-29 09:59:07 main:574] : INFO : Epoch 1989 | loss: 0.0310926 | val_loss: 0.0311774 | Time: 2220.38 ms
[2021-11-29 09:59:09 main:574] : INFO : Epoch 1990 | loss: 0.0310879 | val_loss: 0.0311809 | Time: 2196.76 ms
[2021-11-29 09:59:12 main:574] : INFO : Epoch 1991 | loss: 0.0310872 | val_loss: 0.031186 | Time: 2237.81 ms
[2021-11-29 09:59:14 main:574] : INFO : Epoch 1992 | loss: 0.0310844 | val_loss: 0.0311723 | Time: 2234.79 ms
[2021-11-29 09:59:16 main:574] : INFO : Epoch 1993 | loss: 0.0310934 | val_loss: 0.0311793 | Time: 2235.57 ms
[2021-11-29 09:59:18 main:574] : INFO : Epoch 1994 | loss: 0.0310961 | val_loss: 0.0311831 | Time: 2207.03 ms
[2021-11-29 09:59:20 main:574] : INFO : Epoch 1995 | loss: 0.0310974 | val_loss: 0.03118 | Time: 2210.46 ms
[2021-11-29 09:59:23 main:574] : INFO : Epoch 1996 | loss: 0.0310989 | val_loss: 0.0311931 | Time: 2216.98 ms
[2021-11-29 09:59:25 main:574] : INFO : Epoch 1997 | loss: 0.0310969 | val_loss: 0.0311886 | Time: 2203.32 ms
[2021-11-29 09:59:27 main:574] : INFO : Epoch 1998 | loss: 0.0310944 | val_loss: 0.0311919 | Time: 2218.06 ms
[2021-11-29 09:59:29 main:574] : INFO : Epoch 1999 | loss: 0.0311327 | val_loss: 0.0311686 | Time: 2213.79 ms
[2021-11-29 09:59:32 main:574] : INFO : Epoch 2000 | loss: 0.0311258 | val_loss: 0.0311703 | Time: 2217.86 ms
[2021-11-29 09:59:34 main:574] : INFO : Epoch 2001 | loss: 0.0311151 | val_loss: 0.0311731 | Time: 2239.94 ms
[2021-11-29 09:59:36 main:574] : INFO : Epoch 2002 | loss: 0.0311113 | val_loss: 0.0311733 | Time: 2225.7 ms
[2021-11-29 09:59:38 main:574] : INFO : Epoch 2003 | loss: 0.031113 | val_loss: 0.0311735 | Time: 2235.07 ms
[2021-11-29 09:59:40 main:574] : INFO : Epoch 2004 | loss: 0.0311035 | val_loss: 0.0311739 | Time: 2218.49 ms
[2021-11-29 09:59:43 main:574] : INFO : Epoch 2005 | loss: 0.0311015 | val_loss: 0.0311714 | Time: 2224.46 ms
[2021-11-29 09:59:45 main:574] : INFO : Epoch 2006 | loss: 0.0310982 | val_loss: 0.0311883 | Time: 2220.42 ms
[2021-11-29 09:59:47 main:574] : INFO : Epoch 2007 | loss: 0.0310939 | val_loss: 0.0311707 | Time: 2233.18 ms
[2021-11-29 09:59:49 main:574] : INFO : Epoch 2008 | loss: 0.0310916 | val_loss: 0.0311842 | Time: 2237.32 ms
[2021-11-29 09:59:52 main:574] : INFO : Epoch 2009 | loss: 0.0311001 | val_loss: 0.0311765 | Time: 2213.16 ms
[2021-11-29 09:59:54 main:574] : INFO : Epoch 2010 | loss: 0.0311004 | val_loss: 0.031177 | Time: 2208.02 ms
[2021-11-29 09:59:56 main:574] : INFO : Epoch 2011 | loss: 0.0310902 | val_loss: 0.031172 | Time: 2225.03 ms
[2021-11-29 09:59:58 main:574] : INFO : Epoch 2012 | loss: 0.0310942 | val_loss: 0.0311741 | Time: 2229.14 ms
[2021-11-29 10:00:00 main:574] : INFO : Epoch 2013 | loss: 0.0310946 | val_loss: 0.0311668 | Time: 2207.95 ms
[2021-11-29 10:00:03 main:574] : INFO : Epoch 2014 | loss: 0.0310937 | val_loss: 0.0311755 | Time: 2242.73 ms
[2021-11-29 10:00:05 main:574] : INFO : Epoch 2015 | loss: 0.0310874 | val_loss: 0.0311852 | Time: 2219.12 ms
[2021-11-29 10:00:07 main:574] : INFO : Epoch 2016 | loss: 0.0310885 | val_loss: 0.0311741 | Time: 2234.09 ms
[2021-11-29 10:00:09 main:574] : INFO : Epoch 2017 | loss: 0.0310887 | val_loss: 0.0311901 | Time: 2253.16 ms
[2021-11-29 10:00:12 main:574] : INFO : Epoch 2018 | loss: 0.0310867 | val_loss: 0.0311721 | Time: 2248.72 ms
[2021-11-29 10:00:14 main:574] : INFO : Epoch 2019 | loss: 0.0310863 | val_loss: 0.0311959 | Time: 2209.15 ms
[2021-11-29 10:00:16 main:574] : INFO : Epoch 2020 | loss: 0.0310861 | val_loss: 0.0311803 | Time: 2226.5 ms
[2021-11-29 10:00:18 main:574] : INFO : Epoch 2021 | loss: 0.0311068 | val_loss: 0.0311864 | Time: 2220.56 ms
[2021-11-29 10:00:21 main:574] : INFO : Epoch 2022 | loss: 0.0311072 | val_loss: 0.0311833 | Time: 2196.09 ms
[2021-11-29 10:00:23 main:574] : INFO : Epoch 2023 | loss: 0.0311071 | val_loss: 0.0311802 | Time: 2226.26 ms
[2021-11-29 10:00:25 main:574] : INFO : Epoch 2024 | loss: 0.0311038 | val_loss: 0.0311795 | Time: 2213.09 ms
[2021-11-29 10:00:27 main:574] : INFO : Epoch 2025 | loss: 0.031095 | val_loss: 0.0311768 | Time: 2226.28 ms
[2021-11-29 10:00:29 main:574] : INFO : Epoch 2026 | loss: 0.0311053 | val_loss: 0.0311847 | Time: 2199.67 ms
[2021-11-29 10:00:32 main:574] : INFO : Epoch 2027 | loss: 0.0311103 | val_loss: 0.0311768 | Time: 2225.55 ms
[2021-11-29 10:00:34 main:574] : INFO : Epoch 2028 | loss: 0.0311024 | val_loss: 0.0311766 | Time: 2224.24 ms
[2021-11-29 10:00:36 main:574] : INFO : Epoch 2029 | loss: 0.0311003 | val_loss: 0.0311863 | Time: 2228.26 ms
[2021-11-29 10:00:38 main:574] : INFO : Epoch 2030 | loss: 0.031103 | val_loss: 0.0311814 | Time: 2249 ms
[2021-11-29 10:00:41 main:574] : INFO : Epoch 2031 | loss: 0.0310986 | val_loss: 0.0311715 | Time: 2232.53 ms
[2021-11-29 10:00:43 main:574] : INFO : Epoch 2032 | loss: 0.0310998 | val_loss: 0.0311843 | Time: 2230.1 ms
[2021-11-29 10:00:45 main:574] : INFO : Epoch 2033 | loss: 0.0310971 | val_loss: 0.0311795 | Time: 2224.23 ms
[2021-11-29 10:00:47 main:574] : INFO : Epoch 2034 | loss: 0.0310923 | val_loss: 0.0311759 | Time: 2245.88 ms
[2021-11-29 10:00:50 main:574] : INFO : Epoch 2035 | loss: 0.0310896 | val_loss: 0.0311925 | Time: 2196.99 ms
[2021-11-29 10:00:52 main:574] : INFO : Epoch 2036 | loss: 0.0310892 | val_loss: 0.0311827 | Time: 2186.61 ms
[2021-11-29 10:00:54 main:574] : INFO : Epoch 2037 | loss: 0.0310881 | val_loss: 0.0311833 | Time: 2210.65 ms
[2021-11-29 10:00:56 main:574] : INFO : Epoch 2038 | loss: 0.0310869 | val_loss: 0.0311809 | Time: 2204.61 ms
[2021-11-29 10:00:58 main:574] : INFO : Epoch 2039 | loss: 0.0310833 | val_loss: 0.031177 | Time: 2214.73 ms
[2021-11-29 10:01:01 main:574] : INFO : Epoch 2040 | loss: 0.0310841 | val_loss: 0.0311898 | Time: 2216.03 ms
[2021-11-29 10:01:03 main:574] : INFO : Epoch 2041 | loss: 0.0310878 | val_loss: 0.0311806 | Time: 2218.11 ms
[2021-11-29 10:01:05 main:574] : INFO : Epoch 2042 | loss: 0.0310945 | val_loss: 0.0312055 | Time: 2213.17 ms
[2021-11-29 10:01:07 main:574] : INFO : Epoch 2043 | loss: 0.0310906 | val_loss: 0.0311782 | Time: 2233.92 ms
[2021-11-29 10:01:09 main:574] : INFO : Epoch 2044 | loss: 0.0310877 | val_loss: 0.0311796 | Time: 2227.14 ms
[2021-11-29 10:01:12 main:574] : INFO : Epoch 2045 | loss: 0.0310837 | val_loss: 0.0311821 | Time: 2224.17 ms
[2021-11-29 10:01:14 main:574] : INFO : Epoch 2046 | loss: 0.0310887 | val_loss: 0.0311845 | Time: 2199.31 ms
[2021-11-29 10:01:16 main:574] : INFO : Epoch 2047 | loss: 0.0310921 | val_loss: 0.0311756 | Time: 2212.79 ms
[2021-11-29 10:01:18 main:574] : INFO : Epoch 2048 | loss: 0.0310876 | val_loss: 0.0311818 | Time: 2245.86 ms
[2021-11-29 10:01:18 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311818
[2021-11-29 10:01:18 main:603] : INFO : Saving end state to config to file
[2021-11-29 10:01:18 main:608] : INFO : Success, exiting..
10:01:18 (5436): 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)