Task 14130489
| Name | ParityModified-1647045381-4826-2-0_0 |
| Workunit | 11196026 |
| Created | 31 Mar 2022, 8:20:41 UTC |
| Sent | 7 Apr 2022, 6:18:06 UTC |
| Report deadline | 15 Apr 2022, 6:18:06 UTC |
| Received | 13 Apr 2022, 21:01:07 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4161 |
| Run time | 1 hours 11 min 54 sec |
| CPU time | 1 hours 9 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,701.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.61 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311265 | val_loss: 0.0311765 | Time: 2057.74 ms
[2022-04-13 13:43:15 main:574] : INFO : Epoch 1543 | loss: 0.0311274 | val_loss: 0.0311782 | Time: 2060.09 ms
[2022-04-13 13:43:17 main:574] : INFO : Epoch 1544 | loss: 0.0311275 | val_loss: 0.0311752 | Time: 2059.59 ms
[2022-04-13 13:43:19 main:574] : INFO : Epoch 1545 | loss: 0.0311246 | val_loss: 0.0311777 | Time: 2049.38 ms
[2022-04-13 13:43:21 main:574] : INFO : Epoch 1546 | loss: 0.0311301 | val_loss: 0.0311739 | Time: 2057.78 ms
[2022-04-13 13:43:23 main:574] : INFO : Epoch 1547 | loss: 0.0311269 | val_loss: 0.031171 | Time: 2054.25 ms
[2022-04-13 13:43:25 main:574] : INFO : Epoch 1548 | loss: 0.0311265 | val_loss: 0.0311772 | Time: 2052.19 ms
[2022-04-13 13:43:28 main:574] : INFO : Epoch 1549 | loss: 0.0311264 | val_loss: 0.0311775 | Time: 2048.77 ms
[2022-04-13 13:43:30 main:574] : INFO : Epoch 1550 | loss: 0.0311303 | val_loss: 0.0311785 | Time: 2036.06 ms
[2022-04-13 13:43:32 main:574] : INFO : Epoch 1551 | loss: 0.0311333 | val_loss: 0.0311778 | Time: 2060.79 ms
[2022-04-13 13:43:34 main:574] : INFO : Epoch 1552 | loss: 0.0311262 | val_loss: 0.0311751 | Time: 2051.05 ms
[2022-04-13 13:43:36 main:574] : INFO : Epoch 1553 | loss: 0.0311271 | val_loss: 0.0311724 | Time: 2063.78 ms
[2022-04-13 13:43:38 main:574] : INFO : Epoch 1554 | loss: 0.0311262 | val_loss: 0.0311767 | Time: 2057.32 ms
[2022-04-13 13:43:40 main:574] : INFO : Epoch 1555 | loss: 0.0311249 | val_loss: 0.0311723 | Time: 2049.47 ms
[2022-04-13 13:43:42 main:574] : INFO : Epoch 1556 | loss: 0.0311256 | val_loss: 0.031173 | Time: 2054.88 ms
[2022-04-13 13:43:44 main:574] : INFO : Epoch 1557 | loss: 0.0311248 | val_loss: 0.0311735 | Time: 2053.54 ms
[2022-04-13 13:43:46 main:574] : INFO : Epoch 1558 | loss: 0.0311262 | val_loss: 0.031177 | Time: 2056.89 ms
[2022-04-13 13:43:49 main:574] : INFO : Epoch 1559 | loss: 0.0311265 | val_loss: 0.0311754 | Time: 2045.99 ms
[2022-04-13 13:43:51 main:574] : INFO : Epoch 1560 | loss: 0.0311246 | val_loss: 0.0311738 | Time: 2050.34 ms
[2022-04-13 13:43:53 main:574] : INFO : Epoch 1561 | loss: 0.0311276 | val_loss: 0.0311752 | Time: 2053.85 ms
[2022-04-13 13:43:55 main:574] : INFO : Epoch 1562 | loss: 0.031126 | val_loss: 0.0311762 | Time: 2062.92 ms
[2022-04-13 13:43:57 main:574] : INFO : Epoch 1563 | loss: 0.0311252 | val_loss: 0.031176 | Time: 2054 ms
[2022-04-13 13:43:59 main:574] : INFO : Epoch 1564 | loss: 0.0311238 | val_loss: 0.0311738 | Time: 2043.35 ms
[2022-04-13 13:44:01 main:574] : INFO : Epoch 1565 | loss: 0.0311218 | val_loss: 0.0311743 | Time: 2060.67 ms
[2022-04-13 13:44:03 main:574] : INFO : Epoch 1566 | loss: 0.031124 | val_loss: 0.0311799 | Time: 2053.78 ms
[2022-04-13 13:44:05 main:574] : INFO : Epoch 1567 | loss: 0.0311218 | val_loss: 0.031173 | Time: 2053.44 ms
[2022-04-13 13:44:07 main:574] : INFO : Epoch 1568 | loss: 0.0311212 | val_loss: 0.0311781 | Time: 2051.34 ms
[2022-04-13 13:44:09 main:574] : INFO : Epoch 1569 | loss: 0.0311223 | val_loss: 0.0311784 | Time: 2042.43 ms
[2022-04-13 13:44:12 main:574] : INFO : Epoch 1570 | loss: 0.0311191 | val_loss: 0.0311765 | Time: 2051.97 ms
[2022-04-13 13:44:14 main:574] : INFO : Epoch 1571 | loss: 0.0311209 | val_loss: 0.0311731 | Time: 2051.11 ms
[2022-04-13 13:44:16 main:574] : INFO : Epoch 1572 | loss: 0.0311202 | val_loss: 0.0311736 | Time: 2041.46 ms
[2022-04-13 13:44:18 main:574] : INFO : Epoch 1573 | loss: 0.0311192 | val_loss: 0.0311715 | Time: 2041.85 ms
[2022-04-13 13:44:20 main:574] : INFO : Epoch 1574 | loss: 0.0311227 | val_loss: 0.0311701 | Time: 2048.63 ms
[2022-04-13 13:44:22 main:574] : INFO : Epoch 1575 | loss: 0.031119 | val_loss: 0.031178 | Time: 2052.94 ms
[2022-04-13 13:44:24 main:574] : INFO : Epoch 1576 | loss: 0.0311192 | val_loss: 0.0311761 | Time: 2054.42 ms
[2022-04-13 13:44:26 main:574] : INFO : Epoch 1577 | loss: 0.0311228 | val_loss: 0.0311759 | Time: 2035.83 ms
[2022-04-13 13:44:28 main:574] : INFO : Epoch 1578 | loss: 0.0311217 | val_loss: 0.0311732 | Time: 2056.05 ms
[2022-04-13 13:44:30 main:574] : INFO : Epoch 1579 | loss: 0.0311234 | val_loss: 0.0311745 | Time: 2060.96 ms
[2022-04-13 13:44:32 main:574] : INFO : Epoch 1580 | loss: 0.0311286 | val_loss: 0.031182 | Time: 2054.12 ms
[2022-04-13 13:44:35 main:574] : INFO : Epoch 1581 | loss: 0.0311239 | val_loss: 0.0311709 | Time: 2039.86 ms
[2022-04-13 13:44:37 main:574] : INFO : Epoch 1582 | loss: 0.031123 | val_loss: 0.0311747 | Time: 2047.66 ms
[2022-04-13 13:44:39 main:574] : INFO : Epoch 1583 | loss: 0.0311201 | val_loss: 0.0311779 | Time: 2057.69 ms
[2022-04-13 13:44:41 main:574] : INFO : Epoch 1584 | loss: 0.0311162 | val_loss: 0.0311728 | Time: 2048.74 ms
[2022-04-13 13:44:43 main:574] : INFO : Epoch 1585 | loss: 0.0311195 | val_loss: 0.0311794 | Time: 2059.48 ms
[2022-04-13 13:44:45 main:574] : INFO : Epoch 1586 | loss: 0.0311183 | val_loss: 0.0311791 | Time: 2059.71 ms
[2022-04-13 13:44:47 main:574] : INFO : Epoch 1587 | loss: 0.0311177 | val_loss: 0.0311751 | Time: 2044.32 ms
[2022-04-13 13:44:49 main:574] : INFO : Epoch 1588 | loss: 0.0311205 | val_loss: 0.0311783 | Time: 2060.38 ms
[2022-04-13 13:44:51 main:574] : INFO : Epoch 1589 | loss: 0.0311169 | val_loss: 0.0311766 | Time: 2052.8 ms
[2022-04-13 13:44:53 main:574] : INFO : Epoch 1590 | loss: 0.0311164 | val_loss: 0.0311815 | Time: 2066.14 ms
[2022-04-13 13:44:56 main:574] : INFO : Epoch 1591 | loss: 0.0311184 | val_loss: 0.0311798 | Time: 2048.14 ms
[2022-04-13 13:44:58 main:574] : INFO : Epoch 1592 | loss: 0.0311222 | val_loss: 0.0311773 | Time: 2045.81 ms
[2022-04-13 13:45:00 main:574] : INFO : Epoch 1593 | loss: 0.0311207 | val_loss: 0.0311781 | Time: 2056.58 ms
[2022-04-13 13:45:02 main:574] : INFO : Epoch 1594 | loss: 0.0311169 | val_loss: 0.0311831 | Time: 2059.23 ms
[2022-04-13 13:45:04 main:574] : INFO : Epoch 1595 | loss: 0.0311191 | val_loss: 0.0311851 | Time: 2053.14 ms
[2022-04-13 13:45:06 main:574] : INFO : Epoch 1596 | loss: 0.0311204 | val_loss: 0.0311841 | Time: 2046.06 ms
[2022-04-13 13:45:08 main:574] : INFO : Epoch 1597 | loss: 0.0311232 | val_loss: 0.031176 | Time: 2043.08 ms
[2022-04-13 13:45:10 main:574] : INFO : Epoch 1598 | loss: 0.0311213 | val_loss: 0.031174 | Time: 2062.74 ms
[2022-04-13 13:45:12 main:574] : INFO : Epoch 1599 | loss: 0.0311164 | val_loss: 0.0311776 | Time: 2033.77 ms
[2022-04-13 13:45:14 main:574] : INFO : Epoch 1600 | loss: 0.0311194 | val_loss: 0.0311847 | Time: 2049.32 ms
[2022-04-13 13:45:16 main:574] : INFO : Epoch 1601 | loss: 0.0311243 | val_loss: 0.0311764 | Time: 2058.56 ms
[2022-04-13 13:45:19 main:574] : INFO : Epoch 1602 | loss: 0.0311202 | val_loss: 0.0311734 | Time: 2051.76 ms
[2022-04-13 13:45:21 main:574] : INFO : Epoch 1603 | loss: 0.0311179 | val_loss: 0.0311758 | Time: 2055.01 ms
[2022-04-13 13:45:23 main:574] : INFO : Epoch 1604 | loss: 0.0311202 | val_loss: 0.0311803 | Time: 2054.87 ms
[2022-04-13 13:45:25 main:574] : INFO : Epoch 1605 | loss: 0.031115 | val_loss: 0.0311824 | Time: 2056.48 ms
[2022-04-13 13:45:27 main:574] : INFO : Epoch 1606 | loss: 0.0311118 | val_loss: 0.0311854 | Time: 2056.54 ms
[2022-04-13 13:45:29 main:574] : INFO : Epoch 1607 | loss: 0.0311115 | val_loss: 0.0311834 | Time: 2058.32 ms
[2022-04-13 13:45:31 main:574] : INFO : Epoch 1608 | loss: 0.0311139 | val_loss: 0.0311782 | Time: 2071.03 ms
[2022-04-13 13:45:33 main:574] : INFO : Epoch 1609 | loss: 0.0311177 | val_loss: 0.0311807 | Time: 2039.63 ms
[2022-04-13 13:45:35 main:574] : INFO : Epoch 1610 | loss: 0.031112 | val_loss: 0.031193 | Time: 2054.32 ms
[2022-04-13 13:45:37 main:574] : INFO : Epoch 1611 | loss: 0.0311166 | val_loss: 0.0311802 | Time: 2052.89 ms
[2022-04-13 13:45:39 main:574] : INFO : Epoch 1612 | loss: 0.0311147 | val_loss: 0.0311831 | Time: 2045.66 ms
[2022-04-13 13:45:42 main:574] : INFO : Epoch 1613 | loss: 0.0311149 | val_loss: 0.0311787 | Time: 2053.15 ms
[2022-04-13 13:45:44 main:574] : INFO : Epoch 1614 | loss: 0.0311165 | val_loss: 0.0311842 | Time: 2058.61 ms
[2022-04-13 13:45:46 main:574] : INFO : Epoch 1615 | loss: 0.0311128 | val_loss: 0.0311865 | Time: 2052.61 ms
[2022-04-13 13:45:48 main:574] : INFO : Epoch 1616 | loss: 0.0311092 | val_loss: 0.0311904 | Time: 2050.71 ms
[2022-04-13 13:45:50 main:574] : INFO : Epoch 1617 | loss: 0.0311121 | val_loss: 0.0311807 | Time: 2055.02 ms
[2022-04-13 13:45:52 main:574] : INFO : Epoch 1618 | loss: 0.0311113 | val_loss: 0.0311819 | Time: 2034.43 ms
[2022-04-13 13:45:54 main:574] : INFO : Epoch 1619 | loss: 0.0311144 | val_loss: 0.0311878 | Time: 2065.18 ms
[2022-04-13 13:45:56 main:574] : INFO : Epoch 1620 | loss: 0.0311139 | val_loss: 0.0311916 | Time: 2057.8 ms
[2022-04-13 13:45:58 main:574] : INFO : Epoch 1621 | loss: 0.0311137 | val_loss: 0.0311823 | Time: 2044.28 ms
[2022-04-13 13:46:00 main:574] : INFO : Epoch 1622 | loss: 0.0311135 | val_loss: 0.0311885 | Time: 2054.94 ms
[2022-04-13 13:46:03 main:574] : INFO : Epoch 1623 | loss: 0.0311167 | val_loss: 0.0311871 | Time: 2050.43 ms
[2022-04-13 13:46:05 main:574] : INFO : Epoch 1624 | loss: 0.031115 | val_loss: 0.0311872 | Time: 2044.56 ms
[2022-04-13 13:46:07 main:574] : INFO : Epoch 1625 | loss: 0.0311151 | val_loss: 0.0311807 | Time: 2047.01 ms
[2022-04-13 13:46:09 main:574] : INFO : Epoch 1626 | loss: 0.0311147 | val_loss: 0.0311875 | Time: 2051.46 ms
[2022-04-13 13:46:11 main:574] : INFO : Epoch 1627 | loss: 0.0311122 | val_loss: 0.0311892 | Time: 2082.3 ms
[2022-04-13 13:46:13 main:574] : INFO : Epoch 1628 | loss: 0.0311084 | val_loss: 0.031183 | Time: 2062.37 ms
[2022-04-13 13:46:15 main:574] : INFO : Epoch 1629 | loss: 0.0311124 | val_loss: 0.0311842 | Time: 2049.08 ms
[2022-04-13 13:46:17 main:574] : INFO : Epoch 1630 | loss: 0.0311159 | val_loss: 0.0311889 | Time: 2042.62 ms
[2022-04-13 13:46:19 main:574] : INFO : Epoch 1631 | loss: 0.0311103 | val_loss: 0.0311837 | Time: 2048.21 ms
[2022-04-13 13:46:21 main:574] : INFO : Epoch 1632 | loss: 0.03111 | val_loss: 0.0311991 | Time: 2037.95 ms
[2022-04-13 13:46:24 main:574] : INFO : Epoch 1633 | loss: 0.0311163 | val_loss: 0.0311742 | Time: 2049.98 ms
[2022-04-13 13:46:26 main:574] : INFO : Epoch 1634 | loss: 0.0311184 | val_loss: 0.031188 | Time: 2053.43 ms
[2022-04-13 13:46:28 main:574] : INFO : Epoch 1635 | loss: 0.0311191 | val_loss: 0.0311884 | Time: 2040.33 ms
[2022-04-13 13:46:30 main:574] : INFO : Epoch 1636 | loss: 0.0311154 | val_loss: 0.0311811 | Time: 2038.98 ms
[2022-04-13 13:46:32 main:574] : INFO : Epoch 1637 | loss: 0.0311145 | val_loss: 0.0311891 | Time: 2041.83 ms
[2022-04-13 13:46:34 main:574] : INFO : Epoch 1638 | loss: 0.0311136 | val_loss: 0.031187 | Time: 2063.32 ms
[2022-04-13 13:46:36 main:574] : INFO : Epoch 1639 | loss: 0.0311111 | val_loss: 0.0311877 | Time: 2062.98 ms
[2022-04-13 13:46:38 main:574] : INFO : Epoch 1640 | loss: 0.0311132 | val_loss: 0.0311849 | Time: 2057.23 ms
[2022-04-13 13:46:40 main:574] : INFO : Epoch 1641 | loss: 0.0311138 | val_loss: 0.0311879 | Time: 2049.42 ms
[2022-04-13 13:46:42 main:574] : INFO : Epoch 1642 | loss: 0.0311146 | val_loss: 0.0311842 | Time: 2059.11 ms
[2022-04-13 13:46:44 main:574] : INFO : Epoch 1643 | loss: 0.0311148 | val_loss: 0.0311894 | Time: 2035.48 ms
[2022-04-13 13:46:47 main:574] : INFO : Epoch 1644 | loss: 0.0311111 | val_loss: 0.0311865 | Time: 2051.08 ms
[2022-04-13 13:46:49 main:574] : INFO : Epoch 1645 | loss: 0.0311094 | val_loss: 0.0311926 | Time: 2048.93 ms
[2022-04-13 13:46:51 main:574] : INFO : Epoch 1646 | loss: 0.0311087 | val_loss: 0.0311887 | Time: 2038.19 ms
[2022-04-13 13:46:53 main:574] : INFO : Epoch 1647 | loss: 0.0311228 | val_loss: 0.0311767 | Time: 2064.43 ms
[2022-04-13 13:46:55 main:574] : INFO : Epoch 1648 | loss: 0.0311221 | val_loss: 0.031175 | Time: 2039.32 ms
[2022-04-13 13:46:57 main:574] : INFO : Epoch 1649 | loss: 0.0311226 | val_loss: 0.0311792 | Time: 2050.5 ms
[2022-04-13 13:46:59 main:574] : INFO : Epoch 1650 | loss: 0.0311183 | val_loss: 0.0311875 | Time: 2062.56 ms
[2022-04-13 13:47:01 main:574] : INFO : Epoch 1651 | loss: 0.0311127 | val_loss: 0.0311811 | Time: 2050.49 ms
[2022-04-13 13:47:03 main:574] : INFO : Epoch 1652 | loss: 0.0311105 | val_loss: 0.0311863 | Time: 2063.26 ms
[2022-04-13 13:47:06 main:574] : INFO : Epoch 1653 | loss: 0.0311122 | val_loss: 0.0311877 | Time: 2043.58 ms
[2022-04-13 13:47:08 main:574] : INFO : Epoch 1654 | loss: 0.0311105 | val_loss: 0.0311844 | Time: 2055.11 ms
[2022-04-13 13:47:10 main:574] : INFO : Epoch 1655 | loss: 0.0311134 | val_loss: 0.0311774 | Time: 2051.09 ms
[2022-04-13 13:47:12 main:574] : INFO : Epoch 1656 | loss: 0.0311167 | val_loss: 0.0311801 | Time: 2051.94 ms
[2022-04-13 13:47:14 main:574] : INFO : Epoch 1657 | loss: 0.0311148 | val_loss: 0.0311858 | Time: 2046.86 ms
[2022-04-13 13:47:16 main:574] : INFO : Epoch 1658 | loss: 0.0311119 | val_loss: 0.0311813 | Time: 2054.98 ms
[2022-04-13 13:47:18 main:574] : INFO : Epoch 1659 | loss: 0.031112 | val_loss: 0.0311924 | Time: 2052.65 ms
[2022-04-13 13:47:20 main:574] : INFO : Epoch 1660 | loss: 0.0311128 | val_loss: 0.0311822 | Time: 2047.65 ms
[2022-04-13 13:47:22 main:574] : INFO : Epoch 1661 | loss: 0.0311131 | val_loss: 0.0311885 | Time: 2052.34 ms
[2022-04-13 13:47:24 main:574] : INFO : Epoch 1662 | loss: 0.0311083 | val_loss: 0.0311917 | Time: 2055.77 ms
[2022-04-13 13:47:27 main:574] : INFO : Epoch 1663 | loss: 0.0311101 | val_loss: 0.0311864 | Time: 2045.53 ms
[2022-04-13 13:47:29 main:574] : INFO : Epoch 1664 | loss: 0.0311063 | val_loss: 0.0311852 | Time: 2044.41 ms
[2022-04-13 13:47:31 main:574] : INFO : Epoch 1665 | loss: 0.0311118 | val_loss: 0.0311995 | Time: 2045.76 ms
[2022-04-13 13:47:33 main:574] : INFO : Epoch 1666 | loss: 0.0311279 | val_loss: 0.0311769 | Time: 2052.38 ms
[2022-04-13 13:47:35 main:574] : INFO : Epoch 1667 | loss: 0.031124 | val_loss: 0.0311784 | Time: 2046.66 ms
[2022-04-13 13:47:37 main:574] : INFO : Epoch 1668 | loss: 0.0311173 | val_loss: 0.0311794 | Time: 2055.8 ms
[2022-04-13 13:47:39 main:574] : INFO : Epoch 1669 | loss: 0.0311137 | val_loss: 0.0311836 | Time: 2050.6 ms
[2022-04-13 13:47:41 main:574] : INFO : Epoch 1670 | loss: 0.0311122 | val_loss: 0.0311778 | Time: 2042.76 ms
[2022-04-13 13:47:43 main:574] : INFO : Epoch 1671 | loss: 0.0311153 | val_loss: 0.0311776 | Time: 2042.76 ms
[2022-04-13 13:47:45 main:574] : INFO : Epoch 1672 | loss: 0.0311171 | val_loss: 0.0311776 | Time: 2054.09 ms
[2022-04-13 13:47:47 main:574] : INFO : Epoch 1673 | loss: 0.0311114 | val_loss: 0.031189 | Time: 2057.61 ms
[2022-04-13 13:47:50 main:574] : INFO : Epoch 1674 | loss: 0.0311126 | val_loss: 0.0311747 | Time: 2056.28 ms
[2022-04-13 13:47:52 main:574] : INFO : Epoch 1675 | loss: 0.0311193 | val_loss: 0.031184 | Time: 2054.72 ms
[2022-04-13 13:47:54 main:574] : INFO : Epoch 1676 | loss: 0.0311223 | val_loss: 0.0311715 | Time: 2048.93 ms
[2022-04-13 13:47:56 main:574] : INFO : Epoch 1677 | loss: 0.0311171 | val_loss: 0.031182 | Time: 2057.41 ms
[2022-04-13 13:47:58 main:574] : INFO : Epoch 1678 | loss: 0.0311115 | val_loss: 0.0311885 | Time: 2058.54 ms
[2022-04-13 13:48:00 main:574] : INFO : Epoch 1679 | loss: 0.0311091 | val_loss: 0.0311827 | Time: 2056.44 ms
[2022-04-13 13:48:02 main:574] : INFO : Epoch 1680 | loss: 0.0311062 | val_loss: 0.0311828 | Time: 2060.8 ms
[2022-04-13 13:48:04 main:574] : INFO : Epoch 1681 | loss: 0.0311075 | val_loss: 0.031187 | Time: 2056.18 ms
[2022-04-13 13:48:06 main:574] : INFO : Epoch 1682 | loss: 0.0311073 | val_loss: 0.0311829 | Time: 2051.2 ms
[2022-04-13 13:48:08 main:574] : INFO : Epoch 1683 | loss: 0.0311053 | val_loss: 0.0311903 | Time: 2040.39 ms
[2022-04-13 13:48:11 main:574] : INFO : Epoch 1684 | loss: 0.0311048 | val_loss: 0.0311839 | Time: 2049.05 ms
[2022-04-13 13:48:13 main:574] : INFO : Epoch 1685 | loss: 0.0311108 | val_loss: 0.0311827 | Time: 2055.05 ms
[2022-04-13 13:48:15 main:574] : INFO : Epoch 1686 | loss: 0.0311101 | val_loss: 0.0311837 | Time: 2053.67 ms
[2022-04-13 13:48:17 main:574] : INFO : Epoch 1687 | loss: 0.0311097 | val_loss: 0.0311845 | Time: 2054.81 ms
[2022-04-13 13:48:19 main:574] : INFO : Epoch 1688 | loss: 0.0311105 | val_loss: 0.031192 | Time: 2054.47 ms
[2022-04-13 13:48:21 main:574] : INFO : Epoch 1689 | loss: 0.031111 | val_loss: 0.0311872 | Time: 2053.29 ms
[2022-04-13 13:48:23 main:574] : INFO : Epoch 1690 | loss: 0.0311089 | val_loss: 0.0311913 | Time: 2043.99 ms
[2022-04-13 13:48:25 main:574] : INFO : Epoch 1691 | loss: 0.0311042 | val_loss: 0.0311842 | Time: 2048.15 ms
[2022-04-13 13:48:27 main:574] : INFO : Epoch 1692 | loss: 0.0311058 | val_loss: 0.031186 | Time: 2062.76 ms
[2022-04-13 13:48:30 main:574] : INFO : Epoch 1693 | loss: 0.0311066 | val_loss: 0.0311829 | Time: 2052.86 ms
[2022-04-13 13:48:32 main:574] : INFO : Epoch 1694 | loss: 0.0311065 | val_loss: 0.0311925 | Time: 2044.26 ms
[2022-04-13 13:48:34 main:574] : INFO : Epoch 1695 | loss: 0.0311017 | val_loss: 0.0311901 | Time: 2055.13 ms
[2022-04-13 13:48:36 main:574] : INFO : Epoch 1696 | loss: 0.0311057 | val_loss: 0.0311797 | Time: 2048.2 ms
[2022-04-13 13:48:38 main:574] : INFO : Epoch 1697 | loss: 0.0311053 | val_loss: 0.0311867 | Time: 2055.99 ms
[2022-04-13 13:48:40 main:574] : INFO : Epoch 1698 | loss: 0.0311048 | val_loss: 0.031185 | Time: 2057.04 ms
[2022-04-13 13:48:42 main:574] : INFO : Epoch 1699 | loss: 0.0311048 | val_loss: 0.0311931 | Time: 2051 ms
[2022-04-13 13:48:44 main:574] : INFO : Epoch 1700 | loss: 0.0311098 | val_loss: 0.0311788 | Time: 2059.47 ms
[2022-04-13 13:48:46 main:574] : INFO : Epoch 1701 | loss: 0.0311056 | val_loss: 0.0311872 | Time: 2054.59 ms
[2022-04-13 13:48:48 main:574] : INFO : Epoch 1702 | loss: 0.0311097 | val_loss: 0.031191 | Time: 2043.17 ms
[2022-04-13 13:48:50 main:574] : INFO : Epoch 1703 | loss: 0.0311059 | val_loss: 0.0311905 | Time: 2053.24 ms
[2022-04-13 13:48:53 main:574] : INFO : Epoch 1704 | loss: 0.0311093 | val_loss: 0.0311818 | Time: 2059.81 ms
[2022-04-13 13:48:55 main:574] : INFO : Epoch 1705 | loss: 0.0311125 | val_loss: 0.0311893 | Time: 2054.62 ms
[2022-04-13 13:48:57 main:574] : INFO : Epoch 1706 | loss: 0.0311112 | val_loss: 0.0311845 | Time: 2058.39 ms
[2022-04-13 13:48:59 main:574] : INFO : Epoch 1707 | loss: 0.0311143 | val_loss: 0.0311817 | Time: 2045.6 ms
[2022-04-13 13:49:01 main:574] : INFO : Epoch 1708 | loss: 0.0311052 | val_loss: 0.0311853 | Time: 2060.38 ms
[2022-04-13 13:49:03 main:574] : INFO : Epoch 1709 | loss: 0.031102 | val_loss: 0.0311859 | Time: 2054.68 ms
[2022-04-13 13:49:05 main:574] : INFO : Epoch 1710 | loss: 0.0311033 | val_loss: 0.0311945 | Time: 2049.67 ms
[2022-04-13 13:49:07 main:574] : INFO : Epoch 1711 | loss: 0.0311032 | val_loss: 0.0311862 | Time: 2060.14 ms
[2022-04-13 13:49:09 main:574] : INFO : Epoch 1712 | loss: 0.0310997 | val_loss: 0.0311892 | Time: 2050.37 ms
[2022-04-13 13:49:11 main:574] : INFO : Epoch 1713 | loss: 0.0311017 | val_loss: 0.0311853 | Time: 2046.48 ms
[2022-04-13 13:49:13 main:574] : INFO : Epoch 1714 | loss: 0.0311051 | val_loss: 0.0311963 | Time: 2055.19 ms
[2022-04-13 13:49:16 main:574] : INFO : Epoch 1715 | loss: 0.0311055 | val_loss: 0.0311785 | Time: 2063.87 ms
[2022-04-13 13:49:18 main:574] : INFO : Epoch 1716 | loss: 0.0311124 | val_loss: 0.031182 | Time: 2073.46 ms
[2022-04-13 13:49:20 main:574] : INFO : Epoch 1717 | loss: 0.0311029 | val_loss: 0.0311952 | Time: 2054.99 ms
[2022-04-13 13:49:22 main:574] : INFO : Epoch 1718 | loss: 0.0311023 | val_loss: 0.0311815 | Time: 2059.32 ms
[2022-04-13 13:49:24 main:574] : INFO : Epoch 1719 | loss: 0.0311066 | val_loss: 0.0311967 | Time: 2033.32 ms
[2022-04-13 13:49:26 main:574] : INFO : Epoch 1720 | loss: 0.0311083 | val_loss: 0.0311912 | Time: 2051.81 ms
[2022-04-13 13:49:28 main:574] : INFO : Epoch 1721 | loss: 0.0311061 | val_loss: 0.0311938 | Time: 2045.22 ms
[2022-04-13 13:49:30 main:574] : INFO : Epoch 1722 | loss: 0.0311069 | val_loss: 0.0311858 | Time: 2056.96 ms
[2022-04-13 13:49:32 main:574] : INFO : Epoch 1723 | loss: 0.0311005 | val_loss: 0.0311936 | Time: 2050.5 ms
[2022-04-13 13:49:34 main:574] : INFO : Epoch 1724 | loss: 0.0311037 | val_loss: 0.0311877 | Time: 2059.58 ms
[2022-04-13 13:49:36 main:574] : INFO : Epoch 1725 | loss: 0.0311022 | val_loss: 0.0311975 | Time: 2051.31 ms
[2022-04-13 13:49:39 main:574] : INFO : Epoch 1726 | loss: 0.0311009 | val_loss: 0.031196 | Time: 2065.58 ms
[2022-04-13 13:49:41 main:574] : INFO : Epoch 1727 | loss: 0.0311089 | val_loss: 0.0311854 | Time: 2051.99 ms
[2022-04-13 13:49:43 main:574] : INFO : Epoch 1728 | loss: 0.0311114 | val_loss: 0.0311855 | Time: 2048.06 ms
[2022-04-13 13:49:45 main:574] : INFO : Epoch 1729 | loss: 0.0311057 | val_loss: 0.0311903 | Time: 2058.46 ms
[2022-04-13 13:49:47 main:574] : INFO : Epoch 1730 | loss: 0.0311062 | val_loss: 0.0311954 | Time: 2055.98 ms
[2022-04-13 13:49:49 main:574] : INFO : Epoch 1731 | loss: 0.0311115 | val_loss: 0.0311918 | Time: 2060.01 ms
[2022-04-13 13:49:51 main:574] : INFO : Epoch 1732 | loss: 0.0311057 | val_loss: 0.0312006 | Time: 2050.91 ms
[2022-04-13 13:49:53 main:574] : INFO : Epoch 1733 | loss: 0.0311068 | val_loss: 0.0311917 | Time: 2045.25 ms
[2022-04-13 13:49:55 main:574] : INFO : Epoch 1734 | loss: 0.0311055 | val_loss: 0.0311792 | Time: 2056.83 ms
[2022-04-13 13:49:57 main:574] : INFO : Epoch 1735 | loss: 0.0311093 | val_loss: 0.0311864 | Time: 2053.74 ms
[2022-04-13 13:50:00 main:574] : INFO : Epoch 1736 | loss: 0.0311049 | val_loss: 0.0311839 | Time: 2049.18 ms
[2022-04-13 13:50:02 main:574] : INFO : Epoch 1737 | loss: 0.0311043 | val_loss: 0.0311799 | Time: 2047.16 ms
[2022-04-13 13:50:04 main:574] : INFO : Epoch 1738 | loss: 0.0311035 | val_loss: 0.0311828 | Time: 2048.83 ms
[2022-04-13 13:50:06 main:574] : INFO : Epoch 1739 | loss: 0.0311048 | val_loss: 0.0311881 | Time: 2056.79 ms
[2022-04-13 13:50:08 main:574] : INFO : Epoch 1740 | loss: 0.0311026 | val_loss: 0.0311914 | Time: 2036.37 ms
[2022-04-13 13:50:10 main:574] : INFO : Epoch 1741 | loss: 0.0310995 | val_loss: 0.0311989 | Time: 2049.41 ms
[2022-04-13 13:50:12 main:574] : INFO : Epoch 1742 | loss: 0.0310998 | val_loss: 0.0311904 | Time: 2048.34 ms
[2022-04-13 13:50:14 main:574] : INFO : Epoch 1743 | loss: 0.0311036 | val_loss: 0.0311867 | Time: 2059.59 ms
[2022-04-13 13:50:16 main:574] : INFO : Epoch 1744 | loss: 0.0310992 | val_loss: 0.0311945 | Time: 2044.37 ms
[2022-04-13 13:50:18 main:574] : INFO : Epoch 1745 | loss: 0.0310956 | val_loss: 0.0311916 | Time: 2062.61 ms
[2022-04-13 13:50:21 main:574] : INFO : Epoch 1746 | loss: 0.0311008 | val_loss: 0.0311897 | Time: 2054.9 ms
[2022-04-13 13:50:23 main:574] : INFO : Epoch 1747 | loss: 0.0311052 | val_loss: 0.0311858 | Time: 2056.9 ms
[2022-04-13 13:50:25 main:574] : INFO : Epoch 1748 | loss: 0.0310996 | val_loss: 0.0311867 | Time: 2052.31 ms
[2022-04-13 13:50:27 main:574] : INFO : Epoch 1749 | loss: 0.0311097 | val_loss: 0.0311779 | Time: 2040.58 ms
[2022-04-13 13:50:29 main:574] : INFO : Epoch 1750 | loss: 0.0311112 | val_loss: 0.0311814 | Time: 2049.53 ms
[2022-04-13 13:50:31 main:574] : INFO : Epoch 1751 | loss: 0.0311165 | val_loss: 0.0311784 | Time: 2040.93 ms
[2022-04-13 13:50:33 main:574] : INFO : Epoch 1752 | loss: 0.0311173 | val_loss: 0.0311805 | Time: 2047.12 ms
[2022-04-13 13:50:35 main:574] : INFO : Epoch 1753 | loss: 0.0311087 | val_loss: 0.0311811 | Time: 2042.91 ms
[2022-04-13 13:50:37 main:574] : INFO : Epoch 1754 | loss: 0.0311027 | val_loss: 0.0311828 | Time: 2044.37 ms
[2022-04-13 13:50:39 main:574] : INFO : Epoch 1755 | loss: 0.0311003 | val_loss: 0.0311869 | Time: 2044.39 ms
[2022-04-13 13:50:41 main:574] : INFO : Epoch 1756 | loss: 0.0311069 | val_loss: 0.0311895 | Time: 2047.92 ms
[2022-04-13 13:50:44 main:574] : INFO : Epoch 1757 | loss: 0.0311001 | val_loss: 0.031191 | Time: 2058.22 ms
[2022-04-13 13:50:46 main:574] : INFO : Epoch 1758 | loss: 0.0311014 | val_loss: 0.0311913 | Time: 2034.28 ms
[2022-04-13 13:50:48 main:574] : INFO : Epoch 1759 | loss: 0.0310978 | val_loss: 0.0311852 | Time: 2058.09 ms
[2022-04-13 13:50:50 main:574] : INFO : Epoch 1760 | loss: 0.0310989 | val_loss: 0.0311886 | Time: 2050.14 ms
[2022-04-13 13:50:52 main:574] : INFO : Epoch 1761 | loss: 0.031095 | val_loss: 0.0311831 | Time: 2045.05 ms
[2022-04-13 13:50:54 main:574] : INFO : Epoch 1762 | loss: 0.0310999 | val_loss: 0.0311957 | Time: 2051.42 ms
[2022-04-13 13:50:56 main:574] : INFO : Epoch 1763 | loss: 0.0310977 | val_loss: 0.0311826 | Time: 2040.78 ms
[2022-04-13 13:50:58 main:574] : INFO : Epoch 1764 | loss: 0.0310957 | val_loss: 0.0312 | Time: 2047.74 ms
[2022-04-13 13:51:00 main:574] : INFO : Epoch 1765 | loss: 0.031104 | val_loss: 0.0311916 | Time: 2049.33 ms
[2022-04-13 13:51:03 main:574] : INFO : Epoch 1766 | loss: 0.031097 | val_loss: 0.0311929 | Time: 2050.75 ms
[2022-04-13 13:51:05 main:574] : INFO : Epoch 1767 | loss: 0.0310957 | val_loss: 0.0311878 | Time: 2052.45 ms
[2022-04-13 13:51:07 main:574] : INFO : Epoch 1768 | loss: 0.031098 | val_loss: 0.0311869 | Time: 2049.41 ms
[2022-04-13 13:51:09 main:574] : INFO : Epoch 1769 | loss: 0.0310949 | val_loss: 0.0311911 | Time: 2055.06 ms
[2022-04-13 13:51:11 main:574] : INFO : Epoch 1770 | loss: 0.0310978 | val_loss: 0.0311939 | Time: 2051.02 ms
[2022-04-13 13:51:13 main:574] : INFO : Epoch 1771 | loss: 0.0310958 | val_loss: 0.0311891 | Time: 2066.02 ms
[2022-04-13 13:51:15 main:574] : INFO : Epoch 1772 | loss: 0.0311057 | val_loss: 0.0311942 | Time: 2064.57 ms
[2022-04-13 13:51:17 main:574] : INFO : Epoch 1773 | loss: 0.0310987 | val_loss: 0.0311863 | Time: 2043.43 ms
[2022-04-13 13:51:19 main:574] : INFO : Epoch 1774 | loss: 0.0310956 | val_loss: 0.031187 | Time: 2050.95 ms
[2022-04-13 13:51:21 main:574] : INFO : Epoch 1775 | loss: 0.0310997 | val_loss: 0.0311834 | Time: 2056.17 ms
[2022-04-13 13:51:23 main:574] : INFO : Epoch 1776 | loss: 0.0311005 | val_loss: 0.0311909 | Time: 2061.71 ms
[2022-04-13 13:51:26 main:574] : INFO : Epoch 1777 | loss: 0.0311015 | val_loss: 0.0311897 | Time: 2044.54 ms
[2022-04-13 13:51:28 main:574] : INFO : Epoch 1778 | loss: 0.0310976 | val_loss: 0.0311926 | Time: 2061.77 ms
[2022-04-13 13:51:30 main:574] : INFO : Epoch 1779 | loss: 0.0310956 | val_loss: 0.0311886 | Time: 2052.08 ms
[2022-04-13 13:51:32 main:574] : INFO : Epoch 1780 | loss: 0.0311015 | val_loss: 0.0311993 | Time: 2040.43 ms
[2022-04-13 13:51:34 main:574] : INFO : Epoch 1781 | loss: 0.0310988 | val_loss: 0.031191 | Time: 2064.38 ms
[2022-04-13 13:51:36 main:574] : INFO : Epoch 1782 | loss: 0.0310986 | val_loss: 0.031197 | Time: 2052.26 ms
[2022-04-13 13:51:38 main:574] : INFO : Epoch 1783 | loss: 0.0310962 | val_loss: 0.0312034 | Time: 2050.07 ms
[2022-04-13 13:51:40 main:574] : INFO : Epoch 1784 | loss: 0.0310988 | val_loss: 0.0311907 | Time: 2046.02 ms
[2022-04-13 13:51:42 main:574] : INFO : Epoch 1785 | loss: 0.0311033 | val_loss: 0.0311916 | Time: 2045.83 ms
[2022-04-13 13:51:45 main:574] : INFO : Epoch 1786 | loss: 0.031098 | val_loss: 0.0311888 | Time: 2058.51 ms
[2022-04-13 13:51:47 main:574] : INFO : Epoch 1787 | loss: 0.0311061 | val_loss: 0.0311787 | Time: 2050.87 ms
[2022-04-13 13:51:49 main:574] : INFO : Epoch 1788 | loss: 0.0310982 | val_loss: 0.0311974 | Time: 2057.36 ms
[2022-04-13 13:51:51 main:574] : INFO : Epoch 1789 | loss: 0.0310975 | val_loss: 0.0312021 | Time: 2047.62 ms
[2022-04-13 13:51:53 main:574] : INFO : Epoch 1790 | loss: 0.0310958 | val_loss: 0.0312021 | Time: 2041.88 ms
[2022-04-13 13:51:55 main:574] : INFO : Epoch 1791 | loss: 0.0310923 | val_loss: 0.0311894 | Time: 2046.79 ms
[2022-04-13 13:51:57 main:574] : INFO : Epoch 1792 | loss: 0.0310943 | val_loss: 0.0311886 | Time: 2038.32 ms
[2022-04-13 13:51:59 main:574] : INFO : Epoch 1793 | loss: 0.03109 | val_loss: 0.0312067 | Time: 2036.01 ms
[2022-04-13 13:52:01 main:574] : INFO : Epoch 1794 | loss: 0.0310962 | val_loss: 0.0311841 | Time: 2057.15 ms
[2022-04-13 13:52:03 main:574] : INFO : Epoch 1795 | loss: 0.0310974 | val_loss: 0.0311886 | Time: 2045.09 ms
[2022-04-13 13:52:05 main:574] : INFO : Epoch 1796 | loss: 0.0311081 | val_loss: 0.0311874 | Time: 2054.65 ms
[2022-04-13 13:52:08 main:574] : INFO : Epoch 1797 | loss: 0.0311021 | val_loss: 0.0311881 | Time: 2063.74 ms
[2022-04-13 13:52:10 main:574] : INFO : Epoch 1798 | loss: 0.0311042 | val_loss: 0.0311817 | Time: 2059.25 ms
[2022-04-13 13:52:12 main:574] : INFO : Epoch 1799 | loss: 0.0310981 | val_loss: 0.031192 | Time: 2046.24 ms
[2022-04-13 13:52:14 main:574] : INFO : Epoch 1800 | loss: 0.0310955 | val_loss: 0.0311864 | Time: 2065.39 ms
[2022-04-13 13:52:16 main:574] : INFO : Epoch 1801 | loss: 0.0311067 | val_loss: 0.0311831 | Time: 2051.54 ms
[2022-04-13 13:52:18 main:574] : INFO : Epoch 1802 | loss: 0.0310993 | val_loss: 0.0311918 | Time: 2044.95 ms
[2022-04-13 13:52:20 main:574] : INFO : Epoch 1803 | loss: 0.0310963 | val_loss: 0.0311854 | Time: 2059.41 ms
[2022-04-13 13:52:22 main:574] : INFO : Epoch 1804 | loss: 0.0310981 | val_loss: 0.03119 | Time: 2056.1 ms
[2022-04-13 13:52:24 main:574] : INFO : Epoch 1805 | loss: 0.0310968 | val_loss: 0.0311893 | Time: 2060.79 ms
[2022-04-13 13:52:27 main:574] : INFO : Epoch 1806 | loss: 0.0310921 | val_loss: 0.0311871 | Time: 2046.51 ms
[2022-04-13 13:52:29 main:574] : INFO : Epoch 1807 | loss: 0.0310949 | val_loss: 0.0311948 | Time: 2061.83 ms
[2022-04-13 13:52:31 main:574] : INFO : Epoch 1808 | loss: 0.0310912 | val_loss: 0.0311943 | Time: 2058.32 ms
[2022-04-13 13:52:33 main:574] : INFO : Epoch 1809 | loss: 0.0310933 | val_loss: 0.0311933 | Time: 2047.81 ms
[2022-04-13 13:52:35 main:574] : INFO : Epoch 1810 | loss: 0.031088 | val_loss: 0.0311944 | Time: 2045.3 ms
[2022-04-13 13:52:37 main:574] : INFO : Epoch 1811 | loss: 0.0310916 | val_loss: 0.0311921 | Time: 2055.75 ms
[2022-04-13 13:52:39 main:574] : INFO : Epoch 1812 | loss: 0.0310983 | val_loss: 0.0311858 | Time: 2051.12 ms
[2022-04-13 13:52:41 main:574] : INFO : Epoch 1813 | loss: 0.0310981 | val_loss: 0.0311958 | Time: 2054.48 ms
[2022-04-13 13:52:44 main:574] : INFO : Epoch 1814 | loss: 0.0310927 | val_loss: 0.0311893 | Time: 2061.06 ms
[2022-04-13 13:52:46 main:574] : INFO : Epoch 1815 | loss: 0.0310901 | val_loss: 0.031195 | Time: 2044.7 ms
[2022-04-13 13:52:48 main:574] : INFO : Epoch 1816 | loss: 0.0310983 | val_loss: 0.0311943 | Time: 2052.64 ms
[2022-04-13 13:52:50 main:574] : INFO : Epoch 1817 | loss: 0.0310952 | val_loss: 0.0311889 | Time: 2047.53 ms
[2022-04-13 13:52:52 main:574] : INFO : Epoch 1818 | loss: 0.0311002 | val_loss: 0.0312026 | Time: 2057.15 ms
[2022-04-13 13:52:54 main:574] : INFO : Epoch 1819 | loss: 0.031097 | val_loss: 0.0311964 | Time: 2052.61 ms
[2022-04-13 13:52:56 main:574] : INFO : Epoch 1820 | loss: 0.0310948 | val_loss: 0.0311911 | Time: 2056.4 ms
[2022-04-13 13:52:58 main:574] : INFO : Epoch 1821 | loss: 0.0310911 | val_loss: 0.0311988 | Time: 2061.24 ms
[2022-04-13 13:53:00 main:574] : INFO : Epoch 1822 | loss: 0.0310878 | val_loss: 0.0311862 | Time: 2044.56 ms
[2022-04-13 13:53:02 main:574] : INFO : Epoch 1823 | loss: 0.0310966 | val_loss: 0.031202 | Time: 2058.11 ms
[2022-04-13 13:53:05 main:574] : INFO : Epoch 1824 | loss: 0.0310942 | val_loss: 0.031195 | Time: 2049.36 ms
[2022-04-13 13:53:07 main:574] : INFO : Epoch 1825 | loss: 0.0310925 | val_loss: 0.0311939 | Time: 2052.67 ms
[2022-04-13 13:53:09 main:574] : INFO : Epoch 1826 | loss: 0.0310902 | val_loss: 0.031193 | Time: 2052.19 ms
[2022-04-13 13:53:11 main:574] : INFO : Epoch 1827 | loss: 0.0310923 | val_loss: 0.0311979 | Time: 2063.31 ms
[2022-04-13 13:53:13 main:574] : INFO : Epoch 1828 | loss: 0.0310917 | val_loss: 0.0311846 | Time: 2050.33 ms
[2022-04-13 13:53:15 main:574] : INFO : Epoch 1829 | loss: 0.0310938 | val_loss: 0.0311953 | Time: 2055.31 ms
[2022-04-13 13:53:17 main:574] : INFO : Epoch 1830 | loss: 0.0310914 | val_loss: 0.0311873 | Time: 2048.36 ms
[2022-04-13 13:53:19 main:574] : INFO : Epoch 1831 | loss: 0.0310888 | val_loss: 0.0311897 | Time: 2049.03 ms
[2022-04-13 13:53:21 main:574] : INFO : Epoch 1832 | loss: 0.0310835 | val_loss: 0.0311925 | Time: 2043.55 ms
[2022-04-13 13:53:23 main:574] : INFO : Epoch 1833 | loss: 0.0310864 | val_loss: 0.0312007 | Time: 2050.77 ms
[2022-04-13 13:53:26 main:574] : INFO : Epoch 1834 | loss: 0.0310865 | val_loss: 0.0311951 | Time: 2054.82 ms
[2022-04-13 13:53:28 main:574] : INFO : Epoch 1835 | loss: 0.0310967 | val_loss: 0.0311935 | Time: 2061.79 ms
[2022-04-13 13:53:30 main:574] : INFO : Epoch 1836 | loss: 0.0310947 | val_loss: 0.0311867 | Time: 2040.51 ms
[2022-04-13 13:53:32 main:574] : INFO : Epoch 1837 | loss: 0.0310971 | val_loss: 0.0311942 | Time: 2036.39 ms
[2022-04-13 13:53:34 main:574] : INFO : Epoch 1838 | loss: 0.0310981 | val_loss: 0.0311945 | Time: 2053.15 ms
[2022-04-13 13:53:36 main:574] : INFO : Epoch 1839 | loss: 0.031095 | val_loss: 0.0311988 | Time: 2043.95 ms
[2022-04-13 13:53:38 main:574] : INFO : Epoch 1840 | loss: 0.0311116 | val_loss: 0.0311823 | Time: 2053.36 ms
[2022-04-13 13:53:40 main:574] : INFO : Epoch 1841 | loss: 0.0311196 | val_loss: 0.0311812 | Time: 2053.04 ms
[2022-04-13 13:53:42 main:574] : INFO : Epoch 1842 | loss: 0.0311079 | val_loss: 0.0311889 | Time: 2050.54 ms
[2022-04-13 13:53:44 main:574] : INFO : Epoch 1843 | loss: 0.0311001 | val_loss: 0.0311943 | Time: 2044.95 ms
[2022-04-13 13:53:46 main:574] : INFO : Epoch 1844 | loss: 0.0310974 | val_loss: 0.0311925 | Time: 2049.15 ms
[2022-04-13 13:53:49 main:574] : INFO : Epoch 1845 | loss: 0.0310935 | val_loss: 0.0311962 | Time: 2056.03 ms
[2022-04-13 13:53:51 main:574] : INFO : Epoch 1846 | loss: 0.0310962 | val_loss: 0.0311919 | Time: 2051.42 ms
[2022-04-13 13:53:53 main:574] : INFO : Epoch 1847 | loss: 0.0310972 | val_loss: 0.0311895 | Time: 2058.95 ms
[2022-04-13 13:53:55 main:574] : INFO : Epoch 1848 | loss: 0.0310898 | val_loss: 0.0311874 | Time: 2051.21 ms
[2022-04-13 13:53:57 main:574] : INFO : Epoch 1849 | loss: 0.03109 | val_loss: 0.031196 | Time: 2058.5 ms
[2022-04-13 13:53:59 main:574] : INFO : Epoch 1850 | loss: 0.0310925 | val_loss: 0.0311917 | Time: 2047.8 ms
[2022-04-13 13:54:01 main:574] : INFO : Epoch 1851 | loss: 0.0310995 | val_loss: 0.0311982 | Time: 2049.25 ms
[2022-04-13 13:54:03 main:574] : INFO : Epoch 1852 | loss: 0.0311031 | val_loss: 0.0311973 | Time: 2050.43 ms
[2022-04-13 13:54:05 main:574] : INFO : Epoch 1853 | loss: 0.0310983 | val_loss: 0.031202 | Time: 2047.68 ms
[2022-04-13 13:54:07 main:574] : INFO : Epoch 1854 | loss: 0.0310942 | val_loss: 0.0311967 | Time: 2050.83 ms
[2022-04-13 13:54:10 main:574] : INFO : Epoch 1855 | loss: 0.0310903 | val_loss: 0.0312 | Time: 2057.44 ms
[2022-04-13 13:54:12 main:574] : INFO : Epoch 1856 | loss: 0.0310888 | val_loss: 0.0311955 | Time: 2043.19 ms
[2022-04-13 13:54:14 main:574] : INFO : Epoch 1857 | loss: 0.0310861 | val_loss: 0.0312019 | Time: 2039.92 ms
[2022-04-13 13:54:16 main:574] : INFO : Epoch 1858 | loss: 0.0310842 | val_loss: 0.0311932 | Time: 2032.37 ms
[2022-04-13 13:54:18 main:574] : INFO : Epoch 1859 | loss: 0.031087 | val_loss: 0.0312111 | Time: 2049.14 ms
[2022-04-13 13:54:20 main:574] : INFO : Epoch 1860 | loss: 0.0310878 | val_loss: 0.031196 | Time: 2055.15 ms
[2022-04-13 13:54:22 main:574] : INFO : Epoch 1861 | loss: 0.0310898 | val_loss: 0.031203 | Time: 2065.4 ms
[2022-04-13 13:54:24 main:574] : INFO : Epoch 1862 | loss: 0.0310859 | val_loss: 0.0311888 | Time: 2046.2 ms
[2022-04-13 13:54:26 main:574] : INFO : Epoch 1863 | loss: 0.0310932 | val_loss: 0.0311944 | Time: 2047.65 ms
[2022-04-13 13:54:28 main:574] : INFO : Epoch 1864 | loss: 0.0310905 | val_loss: 0.0312045 | Time: 2065.64 ms
[2022-04-13 13:54:30 main:574] : INFO : Epoch 1865 | loss: 0.0310907 | val_loss: 0.031221 | Time: 2041.46 ms
[2022-04-13 13:54:33 main:574] : INFO : Epoch 1866 | loss: 0.0310975 | val_loss: 0.0311879 | Time: 2057.38 ms
[2022-04-13 13:54:35 main:574] : INFO : Epoch 1867 | loss: 0.031091 | val_loss: 0.0311941 | Time: 2059.84 ms
[2022-04-13 13:54:37 main:574] : INFO : Epoch 1868 | loss: 0.0310878 | val_loss: 0.0312029 | Time: 2041.89 ms
[2022-04-13 13:54:39 main:574] : INFO : Epoch 1869 | loss: 0.0310885 | val_loss: 0.0312027 | Time: 2049.37 ms
[2022-04-13 13:54:41 main:574] : INFO : Epoch 1870 | loss: 0.0310847 | val_loss: 0.0312144 | Time: 2054.85 ms
[2022-04-13 13:54:43 main:574] : INFO : Epoch 1871 | loss: 0.0310831 | val_loss: 0.031209 | Time: 2045.77 ms
[2022-04-13 13:54:45 main:574] : INFO : Epoch 1872 | loss: 0.0310834 | val_loss: 0.0312052 | Time: 2050.22 ms
[2022-04-13 13:54:47 main:574] : INFO : Epoch 1873 | loss: 0.0310874 | val_loss: 0.0312012 | Time: 2054.78 ms
[2022-04-13 13:54:49 main:574] : INFO : Epoch 1874 | loss: 0.0310898 | val_loss: 0.0311941 | Time: 2050.07 ms
[2022-04-13 13:54:51 main:574] : INFO : Epoch 1875 | loss: 0.0310908 | val_loss: 0.0312076 | Time: 2056.28 ms
[2022-04-13 13:54:53 main:574] : INFO : Epoch 1876 | loss: 0.0310891 | val_loss: 0.0311849 | Time: 2055.59 ms
[2022-04-13 13:54:56 main:574] : INFO : Epoch 1877 | loss: 0.0310907 | val_loss: 0.031214 | Time: 2056.74 ms
[2022-04-13 13:54:58 main:574] : INFO : Epoch 1878 | loss: 0.0310852 | val_loss: 0.0311994 | Time: 2052.9 ms
[2022-04-13 13:55:00 main:574] : INFO : Epoch 1879 | loss: 0.0310838 | val_loss: 0.0312033 | Time: 2045.92 ms
[2022-04-13 13:55:02 main:574] : INFO : Epoch 1880 | loss: 0.0310876 | val_loss: 0.0311892 | Time: 2051.76 ms
[2022-04-13 13:55:04 main:574] : INFO : Epoch 1881 | loss: 0.0310892 | val_loss: 0.0312071 | Time: 2050.14 ms
[2022-04-13 13:55:06 main:574] : INFO : Epoch 1882 | loss: 0.0310897 | val_loss: 0.03121 | Time: 2048.4 ms
[2022-04-13 13:55:08 main:574] : INFO : Epoch 1883 | loss: 0.0310895 | val_loss: 0.0312081 | Time: 2055.48 ms
[2022-04-13 13:55:10 main:574] : INFO : Epoch 1884 | loss: 0.0310868 | val_loss: 0.0311975 | Time: 2054.75 ms
[2022-04-13 13:55:12 main:574] : INFO : Epoch 1885 | loss: 0.0310824 | val_loss: 0.0312016 | Time: 2063.59 ms
[2022-04-13 13:55:14 main:574] : INFO : Epoch 1886 | loss: 0.0310977 | val_loss: 0.0312052 | Time: 2057 ms
[2022-04-13 13:55:16 main:574] : INFO : Epoch 1887 | loss: 0.0310961 | val_loss: 0.0312014 | Time: 2055.52 ms
[2022-04-13 13:55:19 main:574] : INFO : Epoch 1888 | loss: 0.0310903 | val_loss: 0.0311987 | Time: 2064.27 ms
[2022-04-13 13:55:21 main:574] : INFO : Epoch 1889 | loss: 0.0310874 | val_loss: 0.0312055 | Time: 2052.71 ms
[2022-04-13 13:55:23 main:574] : INFO : Epoch 1890 | loss: 0.0310852 | val_loss: 0.0312038 | Time: 2052.08 ms
[2022-04-13 13:55:25 main:574] : INFO : Epoch 1891 | loss: 0.0310817 | val_loss: 0.0312156 | Time: 2043.63 ms
[2022-04-13 13:55:27 main:574] : INFO : Epoch 1892 | loss: 0.0310818 | val_loss: 0.0311983 | Time: 2061.81 ms
[2022-04-13 13:55:29 main:574] : INFO : Epoch 1893 | loss: 0.0310814 | val_loss: 0.0312066 | Time: 2059.65 ms
[2022-04-13 13:55:31 main:574] : INFO : Epoch 1894 | loss: 0.0310812 | val_loss: 0.0312077 | Time: 2065.32 ms
[2022-04-13 13:55:33 main:574] : INFO : Epoch 1895 | loss: 0.0310821 | val_loss: 0.0312094 | Time: 2048.38 ms
[2022-04-13 13:55:35 main:574] : INFO : Epoch 1896 | loss: 0.0310924 | val_loss: 0.0312149 | Time: 2036.84 ms
[2022-04-13 13:55:37 main:574] : INFO : Epoch 1897 | loss: 0.0310892 | val_loss: 0.0311984 | Time: 2042.94 ms
[2022-04-13 13:55:39 main:574] : INFO : Epoch 1898 | loss: 0.0310898 | val_loss: 0.0312161 | Time: 2050.26 ms
[2022-04-13 13:55:42 main:574] : INFO : Epoch 1899 | loss: 0.0310857 | val_loss: 0.0312075 | Time: 2045.83 ms
[2022-04-13 13:55:44 main:574] : INFO : Epoch 1900 | loss: 0.0310793 | val_loss: 0.0312067 | Time: 2043.1 ms
[2022-04-13 13:55:46 main:574] : INFO : Epoch 1901 | loss: 0.0310824 | val_loss: 0.0312112 | Time: 2051.64 ms
[2022-04-13 13:55:48 main:574] : INFO : Epoch 1902 | loss: 0.0310833 | val_loss: 0.031202 | Time: 2058.07 ms
[2022-04-13 13:55:50 main:574] : INFO : Epoch 1903 | loss: 0.0310798 | val_loss: 0.031214 | Time: 2052.09 ms
[2022-04-13 13:55:52 main:574] : INFO : Epoch 1904 | loss: 0.0310886 | val_loss: 0.0311938 | Time: 2050.85 ms
[2022-04-13 13:55:54 main:574] : INFO : Epoch 1905 | loss: 0.0310975 | val_loss: 0.0311868 | Time: 2059.05 ms
[2022-04-13 13:55:56 main:574] : INFO : Epoch 1906 | loss: 0.0311124 | val_loss: 0.0312014 | Time: 2050.72 ms
[2022-04-13 13:55:58 main:574] : INFO : Epoch 1907 | loss: 0.0311036 | val_loss: 0.0311846 | Time: 2044.42 ms
[2022-04-13 13:56:00 main:574] : INFO : Epoch 1908 | loss: 0.0310995 | val_loss: 0.031192 | Time: 2040.84 ms
[2022-04-13 13:56:02 main:574] : INFO : Epoch 1909 | loss: 0.0310933 | val_loss: 0.0311926 | Time: 2056.43 ms
[2022-04-13 13:56:05 main:574] : INFO : Epoch 1910 | loss: 0.0310879 | val_loss: 0.0312052 | Time: 2064.23 ms
[2022-04-13 13:56:07 main:574] : INFO : Epoch 1911 | loss: 0.0310836 | val_loss: 0.0312099 | Time: 2062.44 ms
[2022-04-13 13:56:09 main:574] : INFO : Epoch 1912 | loss: 0.0310852 | val_loss: 0.0312086 | Time: 2052.32 ms
[2022-04-13 13:56:11 main:574] : INFO : Epoch 1913 | loss: 0.0310905 | val_loss: 0.0312182 | Time: 2054.93 ms
[2022-04-13 13:56:13 main:574] : INFO : Epoch 1914 | loss: 0.0310851 | val_loss: 0.0311973 | Time: 2055.53 ms
[2022-04-13 13:56:15 main:574] : INFO : Epoch 1915 | loss: 0.0310788 | val_loss: 0.031205 | Time: 2049.3 ms
[2022-04-13 13:56:17 main:574] : INFO : Epoch 1916 | loss: 0.0310799 | val_loss: 0.0311981 | Time: 2047.16 ms
[2022-04-13 13:56:19 main:574] : INFO : Epoch 1917 | loss: 0.0310829 | val_loss: 0.0312068 | Time: 2050.31 ms
[2022-04-13 13:56:21 main:574] : INFO : Epoch 1918 | loss: 0.0310827 | val_loss: 0.0312032 | Time: 2044.63 ms
[2022-04-13 13:56:24 main:574] : INFO : Epoch 1919 | loss: 0.0310843 | val_loss: 0.0312109 | Time: 2053.29 ms
[2022-04-13 13:56:26 main:574] : INFO : Epoch 1920 | loss: 0.031085 | val_loss: 0.0311955 | Time: 2051.49 ms
[2022-04-13 13:56:28 main:574] : INFO : Epoch 1921 | loss: 0.0310848 | val_loss: 0.0312045 | Time: 2057.05 ms
[2022-04-13 13:56:30 main:574] : INFO : Epoch 1922 | loss: 0.0310826 | val_loss: 0.0311941 | Time: 2049.77 ms
[2022-04-13 13:56:32 main:574] : INFO : Epoch 1923 | loss: 0.0310828 | val_loss: 0.0311949 | Time: 2038.56 ms
[2022-04-13 13:56:34 main:574] : INFO : Epoch 1924 | loss: 0.0310825 | val_loss: 0.0312136 | Time: 2055.4 ms
[2022-04-13 13:56:36 main:574] : INFO : Epoch 1925 | loss: 0.031081 | val_loss: 0.0312027 | Time: 2057.54 ms
[2022-04-13 13:56:38 main:574] : INFO : Epoch 1926 | loss: 0.0310794 | val_loss: 0.0312206 | Time: 2060.82 ms
[2022-04-13 13:56:40 main:574] : INFO : Epoch 1927 | loss: 0.0310958 | val_loss: 0.0312057 | Time: 2042.55 ms
[2022-04-13 13:56:42 main:574] : INFO : Epoch 1928 | loss: 0.0310851 | val_loss: 0.0311973 | Time: 2062.99 ms
[2022-04-13 13:56:45 main:574] : INFO : Epoch 1929 | loss: 0.0310855 | val_loss: 0.0311989 | Time: 2044.69 ms
[2022-04-13 13:56:47 main:574] : INFO : Epoch 1930 | loss: 0.0310865 | val_loss: 0.0311961 | Time: 2055.19 ms
[2022-04-13 13:56:49 main:574] : INFO : Epoch 1931 | loss: 0.0310814 | val_loss: 0.0311958 | Time: 2054.4 ms
[2022-04-13 13:56:51 main:574] : INFO : Epoch 1932 | loss: 0.0310795 | val_loss: 0.031199 | Time: 2052.29 ms
[2022-04-13 13:56:53 main:574] : INFO : Epoch 1933 | loss: 0.0310779 | val_loss: 0.0311965 | Time: 2051.05 ms
[2022-04-13 13:56:55 main:574] : INFO : Epoch 1934 | loss: 0.0310792 | val_loss: 0.0312033 | Time: 2050.45 ms
[2022-04-13 13:56:57 main:574] : INFO : Epoch 1935 | loss: 0.0310841 | val_loss: 0.0312008 | Time: 2046.8 ms
[2022-04-13 13:56:59 main:574] : INFO : Epoch 1936 | loss: 0.0310874 | val_loss: 0.0312041 | Time: 2049.29 ms
[2022-04-13 13:57:01 main:574] : INFO : Epoch 1937 | loss: 0.0310832 | val_loss: 0.0312085 | Time: 2054.14 ms
[2022-04-13 13:57:03 main:574] : INFO : Epoch 1938 | loss: 0.0310839 | val_loss: 0.0312071 | Time: 2035.36 ms
[2022-04-13 13:57:05 main:574] : INFO : Epoch 1939 | loss: 0.0310802 | val_loss: 0.0312046 | Time: 2050.36 ms
[2022-04-13 13:57:08 main:574] : INFO : Epoch 1940 | loss: 0.0310853 | val_loss: 0.0311949 | Time: 2055.62 ms
[2022-04-13 13:57:10 main:574] : INFO : Epoch 1941 | loss: 0.0310911 | val_loss: 0.0312053 | Time: 2053.92 ms
[2022-04-13 13:57:12 main:574] : INFO : Epoch 1942 | loss: 0.0310883 | val_loss: 0.031199 | Time: 2042.51 ms
[2022-04-13 13:57:14 main:574] : INFO : Epoch 1943 | loss: 0.0310883 | val_loss: 0.0311986 | Time: 2048.16 ms
[2022-04-13 13:57:16 main:574] : INFO : Epoch 1944 | loss: 0.0310901 | val_loss: 0.0311951 | Time: 2055.47 ms
[2022-04-13 13:57:18 main:574] : INFO : Epoch 1945 | loss: 0.0310874 | val_loss: 0.0311986 | Time: 2059.69 ms
[2022-04-13 13:57:20 main:574] : INFO : Epoch 1946 | loss: 0.0310825 | val_loss: 0.0311954 | Time: 2054.45 ms
[2022-04-13 13:57:22 main:574] : INFO : Epoch 1947 | loss: 0.0310754 | val_loss: 0.0312071 | Time: 2063.31 ms
[2022-04-13 13:57:24 main:574] : INFO : Epoch 1948 | loss: 0.0310763 | val_loss: 0.031197 | Time: 2053.28 ms
[2022-04-13 13:57:26 main:574] : INFO : Epoch 1949 | loss: 0.0310773 | val_loss: 0.0312042 | Time: 2057.35 ms
[2022-04-13 13:57:29 main:574] : INFO : Epoch 1950 | loss: 0.0310781 | val_loss: 0.0312039 | Time: 2044.64 ms
[2022-04-13 13:57:31 main:574] : INFO : Epoch 1951 | loss: 0.0310734 | val_loss: 0.0312151 | Time: 2062.52 ms
[2022-04-13 13:57:33 main:574] : INFO : Epoch 1952 | loss: 0.031072 | val_loss: 0.0311997 | Time: 2049.42 ms
[2022-04-13 13:57:35 main:574] : INFO : Epoch 1953 | loss: 0.0310748 | val_loss: 0.0312076 | Time: 2074.8 ms
[2022-04-13 13:57:37 main:574] : INFO : Epoch 1954 | loss: 0.0310873 | val_loss: 0.031205 | Time: 2068.04 ms
[2022-04-13 13:57:39 main:574] : INFO : Epoch 1955 | loss: 0.0310859 | val_loss: 0.0311885 | Time: 2200.51 ms
[2022-04-13 13:57:41 main:574] : INFO : Epoch 1956 | loss: 0.0310843 | val_loss: 0.0311943 | Time: 2062.65 ms
[2022-04-13 13:57:44 main:574] : INFO : Epoch 1957 | loss: 0.0310785 | val_loss: 0.031192 | Time: 2038.66 ms
[2022-04-13 13:57:46 main:574] : INFO : Epoch 1958 | loss: 0.031076 | val_loss: 0.0311956 | Time: 2046.11 ms
[2022-04-13 13:57:48 main:574] : INFO : Epoch 1959 | loss: 0.0310768 | val_loss: 0.0312005 | Time: 2045.66 ms
[2022-04-13 13:57:50 main:574] : INFO : Epoch 1960 | loss: 0.0310769 | val_loss: 0.0312013 | Time: 2048.08 ms
[2022-04-13 13:57:52 main:574] : INFO : Epoch 1961 | loss: 0.0310749 | val_loss: 0.0311994 | Time: 2057.79 ms
[2022-04-13 13:57:54 main:574] : INFO : Epoch 1962 | loss: 0.0311113 | val_loss: 0.0311756 | Time: 2041.17 ms
[2022-04-13 13:57:56 main:574] : INFO : Epoch 1963 | loss: 0.031103 | val_loss: 0.0311774 | Time: 2056.3 ms
[2022-04-13 13:57:58 main:574] : INFO : Epoch 1964 | loss: 0.031097 | val_loss: 0.0311817 | Time: 2045.51 ms
[2022-04-13 13:58:00 main:574] : INFO : Epoch 1965 | loss: 0.0310959 | val_loss: 0.0311994 | Time: 2045.27 ms
[2022-04-13 13:58:02 main:574] : INFO : Epoch 1966 | loss: 0.0310868 | val_loss: 0.0311947 | Time: 2060.94 ms
[2022-04-13 13:58:05 main:574] : INFO : Epoch 1967 | loss: 0.0310825 | val_loss: 0.0312056 | Time: 2056.84 ms
[2022-04-13 13:58:07 main:574] : INFO : Epoch 1968 | loss: 0.031081 | val_loss: 0.0312014 | Time: 2058.42 ms
[2022-04-13 13:58:09 main:574] : INFO : Epoch 1969 | loss: 0.0310856 | val_loss: 0.0311901 | Time: 2059.89 ms
[2022-04-13 13:58:11 main:574] : INFO : Epoch 1970 | loss: 0.0310811 | val_loss: 0.0312 | Time: 2056.26 ms
[2022-04-13 13:58:13 main:574] : INFO : Epoch 1971 | loss: 0.0310736 | val_loss: 0.0312054 | Time: 2048.37 ms
[2022-04-13 13:58:15 main:574] : INFO : Epoch 1972 | loss: 0.031078 | val_loss: 0.0312006 | Time: 2062.76 ms
[2022-04-13 13:58:17 main:574] : INFO : Epoch 1973 | loss: 0.0310775 | val_loss: 0.0311854 | Time: 2046.62 ms
[2022-04-13 13:58:19 main:574] : INFO : Epoch 1974 | loss: 0.0310789 | val_loss: 0.0312017 | Time: 2035.88 ms
[2022-04-13 13:58:21 main:574] : INFO : Epoch 1975 | loss: 0.0310791 | val_loss: 0.0312012 | Time: 2040.6 ms
[2022-04-13 13:58:23 main:574] : INFO : Epoch 1976 | loss: 0.0310792 | val_loss: 0.0311903 | Time: 2052.77 ms
[2022-04-13 13:58:25 main:574] : INFO : Epoch 1977 | loss: 0.0310935 | val_loss: 0.0315627 | Time: 2043.38 ms
[2022-04-13 13:58:28 main:574] : INFO : Epoch 1978 | loss: 0.0377654 | val_loss: 0.0320598 | Time: 2058.97 ms
[2022-04-13 13:58:30 main:574] : INFO : Epoch 1979 | loss: 0.0320805 | val_loss: 0.0313325 | Time: 2056.84 ms
[2022-04-13 13:58:32 main:574] : INFO : Epoch 1980 | loss: 0.0313353 | val_loss: 0.03128 | Time: 2057.7 ms
[2022-04-13 13:58:34 main:574] : INFO : Epoch 1981 | loss: 0.0312628 | val_loss: 0.0312548 | Time: 2043.2 ms
[2022-04-13 13:58:36 main:574] : INFO : Epoch 1982 | loss: 0.0312526 | val_loss: 0.0312508 | Time: 2061.19 ms
[2022-04-13 13:58:38 main:574] : INFO : Epoch 1983 | loss: 0.0312505 | val_loss: 0.0312503 | Time: 2051.38 ms
[2022-04-13 13:58:40 main:574] : INFO : Epoch 1984 | loss: 0.03125 | val_loss: 0.0312499 | Time: 2056.59 ms
[2022-04-13 13:58:42 main:574] : INFO : Epoch 1985 | loss: 0.0312496 | val_loss: 0.0312494 | Time: 2051.39 ms
[2022-04-13 13:58:44 main:574] : INFO : Epoch 1986 | loss: 0.0312491 | val_loss: 0.0312488 | Time: 2052.9 ms
[2022-04-13 13:58:47 main:574] : INFO : Epoch 1987 | loss: 0.0312484 | val_loss: 0.0312482 | Time: 2055.94 ms
[2022-04-13 13:58:49 main:574] : INFO : Epoch 1988 | loss: 0.0312481 | val_loss: 0.0312477 | Time: 2043.98 ms
[2022-04-13 13:58:51 main:574] : INFO : Epoch 1989 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 2058.11 ms
[2022-04-13 13:58:53 main:574] : INFO : Epoch 1990 | loss: 0.0312464 | val_loss: 0.0312462 | Time: 2047.68 ms
[2022-04-13 13:58:55 main:574] : INFO : Epoch 1991 | loss: 0.0312458 | val_loss: 0.0312448 | Time: 2039.13 ms
[2022-04-13 13:58:57 main:574] : INFO : Epoch 1992 | loss: 0.031244 | val_loss: 0.0312439 | Time: 2052.46 ms
[2022-04-13 13:58:59 main:574] : INFO : Epoch 1993 | loss: 0.0312426 | val_loss: 0.031241 | Time: 2065 ms
[2022-04-13 13:59:01 main:574] : INFO : Epoch 1994 | loss: 0.031241 | val_loss: 0.031239 | Time: 2043.82 ms
[2022-04-13 13:59:03 main:574] : INFO : Epoch 1995 | loss: 0.0312381 | val_loss: 0.0312367 | Time: 2053.5 ms
[2022-04-13 13:59:05 main:574] : INFO : Epoch 1996 | loss: 0.0312361 | val_loss: 0.0312352 | Time: 2055.78 ms
[2022-04-13 13:59:07 main:574] : INFO : Epoch 1997 | loss: 0.0312355 | val_loss: 0.0312333 | Time: 2053.05 ms
[2022-04-13 13:59:09 main:574] : INFO : Epoch 1998 | loss: 0.0312331 | val_loss: 0.0312308 | Time: 2058.94 ms
[2022-04-13 13:59:12 main:574] : INFO : Epoch 1999 | loss: 0.0312306 | val_loss: 0.0312288 | Time: 2048.02 ms
[2022-04-13 13:59:14 main:574] : INFO : Epoch 2000 | loss: 0.0312289 | val_loss: 0.0312266 | Time: 2056.17 ms
[2022-04-13 13:59:16 main:574] : INFO : Epoch 2001 | loss: 0.0312267 | val_loss: 0.0312223 | Time: 2055.16 ms
[2022-04-13 13:59:18 main:574] : INFO : Epoch 2002 | loss: 0.0312239 | val_loss: 0.0312199 | Time: 2060.15 ms
[2022-04-13 13:59:20 main:574] : INFO : Epoch 2003 | loss: 0.0312227 | val_loss: 0.031218 | Time: 2038.35 ms
[2022-04-13 13:59:22 main:574] : INFO : Epoch 2004 | loss: 0.0312195 | val_loss: 0.0312154 | Time: 2048.57 ms
[2022-04-13 13:59:24 main:574] : INFO : Epoch 2005 | loss: 0.0312169 | val_loss: 0.0312125 | Time: 2055.6 ms
[2022-04-13 13:59:26 main:574] : INFO : Epoch 2006 | loss: 0.0312133 | val_loss: 0.0312089 | Time: 2055.45 ms
[2022-04-13 13:59:28 main:574] : INFO : Epoch 2007 | loss: 0.0312091 | val_loss: 0.031206 | Time: 2107.2 ms
[2022-04-13 13:59:30 main:574] : INFO : Epoch 2008 | loss: 0.0312065 | val_loss: 0.0312039 | Time: 2052.25 ms
[2022-04-13 13:59:32 main:574] : INFO : Epoch 2009 | loss: 0.0312058 | val_loss: 0.031202 | Time: 2052.59 ms
[2022-04-13 13:59:35 main:574] : INFO : Epoch 2010 | loss: 0.0312041 | val_loss: 0.0312011 | Time: 2054.93 ms
[2022-04-13 13:59:37 main:574] : INFO : Epoch 2011 | loss: 0.0312039 | val_loss: 0.0312006 | Time: 2055 ms
[2022-04-13 13:59:39 main:574] : INFO : Epoch 2012 | loss: 0.0312012 | val_loss: 0.0311992 | Time: 2048.67 ms
[2022-04-13 13:59:41 main:574] : INFO : Epoch 2013 | loss: 0.031201 | val_loss: 0.0311973 | Time: 2049.53 ms
[2022-04-13 13:59:43 main:574] : INFO : Epoch 2014 | loss: 0.0311989 | val_loss: 0.0311955 | Time: 2045.76 ms
[2022-04-13 13:59:45 main:574] : INFO : Epoch 2015 | loss: 0.0311975 | val_loss: 0.0311985 | Time: 2043.69 ms
[2022-04-13 13:59:47 main:574] : INFO : Epoch 2016 | loss: 0.0311974 | val_loss: 0.0311925 | Time: 2068.73 ms
[2022-04-13 13:59:49 main:574] : INFO : Epoch 2017 | loss: 0.0311957 | val_loss: 0.0311886 | Time: 2049.71 ms
[2022-04-13 13:59:51 main:574] : INFO : Epoch 2018 | loss: 0.0311916 | val_loss: 0.0311875 | Time: 2051.12 ms
[2022-04-13 13:59:53 main:574] : INFO : Epoch 2019 | loss: 0.0311932 | val_loss: 0.0311871 | Time: 2087.01 ms
[2022-04-13 13:59:55 main:574] : INFO : Epoch 2020 | loss: 0.0311886 | val_loss: 0.0311854 | Time: 2059.17 ms
[2022-04-13 13:59:58 main:574] : INFO : Epoch 2021 | loss: 0.0311884 | val_loss: 0.031189 | Time: 2041.09 ms
[2022-04-13 14:00:00 main:574] : INFO : Epoch 2022 | loss: 0.0311901 | val_loss: 0.0311854 | Time: 2050.34 ms
[2022-04-13 14:00:02 main:574] : INFO : Epoch 2023 | loss: 0.0311868 | val_loss: 0.0311843 | Time: 2057.43 ms
[2022-04-13 14:00:04 main:574] : INFO : Epoch 2024 | loss: 0.0311879 | val_loss: 0.0311858 | Time: 2052.07 ms
[2022-04-13 14:00:06 main:574] : INFO : Epoch 2025 | loss: 0.0311843 | val_loss: 0.0311816 | Time: 2065.13 ms
[2022-04-13 14:00:08 main:574] : INFO : Epoch 2026 | loss: 0.031183 | val_loss: 0.0311814 | Time: 2047.5 ms
[2022-04-13 14:00:10 main:574] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.031181 | Time: 2048.45 ms
[2022-04-13 14:00:12 main:574] : INFO : Epoch 2028 | loss: 0.0311818 | val_loss: 0.0311802 | Time: 2063.78 ms
[2022-04-13 14:00:14 main:574] : INFO : Epoch 2029 | loss: 0.0311811 | val_loss: 0.0311781 | Time: 2053.4 ms
[2022-04-13 14:00:16 main:574] : INFO : Epoch 2030 | loss: 0.031177 | val_loss: 0.0311749 | Time: 2068.59 ms
[2022-04-13 14:00:19 main:574] : INFO : Epoch 2031 | loss: 0.0311757 | val_loss: 0.0311731 | Time: 2048.07 ms
[2022-04-13 14:00:21 main:574] : INFO : Epoch 2032 | loss: 0.0311731 | val_loss: 0.0311732 | Time: 2067.85 ms
[2022-04-13 14:00:23 main:574] : INFO : Epoch 2033 | loss: 0.031173 | val_loss: 0.0311723 | Time: 2046.45 ms
[2022-04-13 14:00:25 main:574] : INFO : Epoch 2034 | loss: 0.0311717 | val_loss: 0.0311705 | Time: 2052.69 ms
[2022-04-13 14:00:27 main:574] : INFO : Epoch 2035 | loss: 0.0311709 | val_loss: 0.0311701 | Time: 2050.87 ms
[2022-04-13 14:00:29 main:574] : INFO : Epoch 2036 | loss: 0.0311696 | val_loss: 0.0311691 | Time: 2053.03 ms
[2022-04-13 14:00:31 main:574] : INFO : Epoch 2037 | loss: 0.0311694 | val_loss: 0.0311707 | Time: 2051.35 ms
[2022-04-13 14:00:33 main:574] : INFO : Epoch 2038 | loss: 0.0311685 | val_loss: 0.0311691 | Time: 2056.59 ms
[2022-04-13 14:00:35 main:574] : INFO : Epoch 2039 | loss: 0.0311686 | val_loss: 0.0311689 | Time: 2049.54 ms
[2022-04-13 14:00:37 main:574] : INFO : Epoch 2040 | loss: 0.0311678 | val_loss: 0.0311701 | Time: 2056.31 ms
[2022-04-13 14:00:40 main:574] : INFO : Epoch 2041 | loss: 0.0311678 | val_loss: 0.031169 | Time: 2044.19 ms
[2022-04-13 14:00:42 main:574] : INFO : Epoch 2042 | loss: 0.0311666 | val_loss: 0.0311694 | Time: 2053.89 ms
[2022-04-13 14:00:44 main:574] : INFO : Epoch 2043 | loss: 0.0311689 | val_loss: 0.0311681 | Time: 2063.64 ms
[2022-04-13 14:00:46 main:574] : INFO : Epoch 2044 | loss: 0.0311671 | val_loss: 0.0311693 | Time: 2056.36 ms
[2022-04-13 14:00:48 main:574] : INFO : Epoch 2045 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 2042.24 ms
[2022-04-13 14:00:50 main:574] : INFO : Epoch 2046 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 2050.32 ms
[2022-04-13 14:00:52 main:574] : INFO : Epoch 2047 | loss: 0.0311648 | val_loss: 0.0311696 | Time: 2062.4 ms
[2022-04-13 14:00:54 main:574] : INFO : Epoch 2048 | loss: 0.0311643 | val_loss: 0.0311683 | Time: 2045.57 ms
[2022-04-13 14:00:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311683
[2022-04-13 14:00:54 main:603] : INFO : Saving end state to config to file
[2022-04-13 14:00:54 main:608] : INFO : Success, exiting..
14:00:54 (15572): called boinc_finish(0)
</stderr_txt>
]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)