Task 4368163
| Name | ParityMachine-1612383451-28834-5_0 |
| Workunit | 2431549 |
| Created | 10 Mar 2021, 16:36:10 UTC |
| Sent | 20 Mar 2021, 11:50:48 UTC |
| Report deadline | 27 Mar 2021, 11:50:48 UTC |
| Received | 20 Mar 2021, 16:49:16 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4668 |
| Run time | 49 min 51 sec |
| CPU time | 49 min 20 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,497.36 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.33 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: 0.0310969 | val_loss: 0.0311435 | Time: 1457.59 ms
[2021-03-20 17:36:46 main:574] : INFO : Epoch 1543 | loss: 0.0310992 | val_loss: 0.031134 | Time: 1456.03 ms
[2021-03-20 17:36:48 main:574] : INFO : Epoch 1544 | loss: 0.0310965 | val_loss: 0.0311361 | Time: 1485.53 ms
[2021-03-20 17:36:49 main:574] : INFO : Epoch 1545 | loss: 0.031094 | val_loss: 0.031142 | Time: 1490.03 ms
[2021-03-20 17:36:51 main:574] : INFO : Epoch 1546 | loss: 0.0310931 | val_loss: 0.031125 | Time: 1470.56 ms
[2021-03-20 17:36:52 main:574] : INFO : Epoch 1547 | loss: 0.0310954 | val_loss: 0.0311247 | Time: 1475.33 ms
[2021-03-20 17:36:54 main:574] : INFO : Epoch 1548 | loss: 0.0310937 | val_loss: 0.0311283 | Time: 1460.07 ms
[2021-03-20 17:36:55 main:574] : INFO : Epoch 1549 | loss: 0.0310908 | val_loss: 0.0311279 | Time: 1460.88 ms
[2021-03-20 17:36:57 main:574] : INFO : Epoch 1550 | loss: 0.0310888 | val_loss: 0.0311216 | Time: 1463.5 ms
[2021-03-20 17:36:58 main:574] : INFO : Epoch 1551 | loss: 0.0310898 | val_loss: 0.0311204 | Time: 1480.51 ms
[2021-03-20 17:36:59 main:574] : INFO : Epoch 1552 | loss: 0.0310888 | val_loss: 0.0311239 | Time: 1472.06 ms
[2021-03-20 17:37:01 main:574] : INFO : Epoch 1553 | loss: 0.0310874 | val_loss: 0.0311302 | Time: 1458.7 ms
[2021-03-20 17:37:02 main:574] : INFO : Epoch 1554 | loss: 0.0310944 | val_loss: 0.0311247 | Time: 1465.42 ms
[2021-03-20 17:37:04 main:574] : INFO : Epoch 1555 | loss: 0.0310968 | val_loss: 0.031131 | Time: 1455.1 ms
[2021-03-20 17:37:05 main:574] : INFO : Epoch 1556 | loss: 0.0311082 | val_loss: 0.0311352 | Time: 1461.76 ms
[2021-03-20 17:37:07 main:574] : INFO : Epoch 1557 | loss: 0.0311084 | val_loss: 0.0311333 | Time: 1472.45 ms
[2021-03-20 17:37:08 main:574] : INFO : Epoch 1558 | loss: 0.031108 | val_loss: 0.0311337 | Time: 1466.65 ms
[2021-03-20 17:37:10 main:574] : INFO : Epoch 1559 | loss: 0.0311051 | val_loss: 0.0311369 | Time: 1462.57 ms
[2021-03-20 17:37:11 main:574] : INFO : Epoch 1560 | loss: 0.0311072 | val_loss: 0.0311412 | Time: 1458.08 ms
[2021-03-20 17:37:13 main:574] : INFO : Epoch 1561 | loss: 0.0311039 | val_loss: 0.0311365 | Time: 1468.02 ms
[2021-03-20 17:37:14 main:574] : INFO : Epoch 1562 | loss: 0.0311014 | val_loss: 0.0311273 | Time: 1459.19 ms
[2021-03-20 17:37:16 main:574] : INFO : Epoch 1563 | loss: 0.0310995 | val_loss: 0.0311258 | Time: 1474.23 ms
[2021-03-20 17:37:17 main:574] : INFO : Epoch 1564 | loss: 0.0310965 | val_loss: 0.0311227 | Time: 1456.2 ms
[2021-03-20 17:37:19 main:574] : INFO : Epoch 1565 | loss: 0.0310994 | val_loss: 0.0311264 | Time: 1453.98 ms
[2021-03-20 17:37:20 main:574] : INFO : Epoch 1566 | loss: 0.031099 | val_loss: 0.0311263 | Time: 1473.46 ms
[2021-03-20 17:37:22 main:574] : INFO : Epoch 1567 | loss: 0.0310942 | val_loss: 0.0311223 | Time: 1448.93 ms
[2021-03-20 17:37:23 main:574] : INFO : Epoch 1568 | loss: 0.0310909 | val_loss: 0.0311251 | Time: 1467.49 ms
[2021-03-20 17:37:25 main:574] : INFO : Epoch 1569 | loss: 0.0310942 | val_loss: 0.0311317 | Time: 1456.88 ms
[2021-03-20 17:37:26 main:574] : INFO : Epoch 1570 | loss: 0.0310928 | val_loss: 0.031131 | Time: 1474.15 ms
[2021-03-20 17:37:27 main:574] : INFO : Epoch 1571 | loss: 0.0310912 | val_loss: 0.0311236 | Time: 1458.53 ms
[2021-03-20 17:37:29 main:574] : INFO : Epoch 1572 | loss: 0.0310894 | val_loss: 0.0311256 | Time: 1480.99 ms
[2021-03-20 17:37:30 main:574] : INFO : Epoch 1573 | loss: 0.0310905 | val_loss: 0.0311271 | Time: 1460.51 ms
[2021-03-20 17:37:32 main:574] : INFO : Epoch 1574 | loss: 0.0310923 | val_loss: 0.0311328 | Time: 1468.79 ms
[2021-03-20 17:37:33 main:574] : INFO : Epoch 1575 | loss: 0.03109 | val_loss: 0.0311289 | Time: 1458.55 ms
[2021-03-20 17:37:35 main:574] : INFO : Epoch 1576 | loss: 0.0310869 | val_loss: 0.0311281 | Time: 1456.63 ms
[2021-03-20 17:37:36 main:574] : INFO : Epoch 1577 | loss: 0.0310861 | val_loss: 0.0311299 | Time: 1465.6 ms
[2021-03-20 17:37:38 main:574] : INFO : Epoch 1578 | loss: 0.0310857 | val_loss: 0.0311247 | Time: 1452.89 ms
[2021-03-20 17:37:39 main:574] : INFO : Epoch 1579 | loss: 0.0310845 | val_loss: 0.0311306 | Time: 1446.97 ms
[2021-03-20 17:37:41 main:574] : INFO : Epoch 1580 | loss: 0.0310858 | val_loss: 0.0311282 | Time: 1461.41 ms
[2021-03-20 17:37:42 main:574] : INFO : Epoch 1581 | loss: 0.0310866 | val_loss: 0.0311369 | Time: 1457.43 ms
[2021-03-20 17:37:44 main:574] : INFO : Epoch 1582 | loss: 0.0310886 | val_loss: 0.0311367 | Time: 1452.13 ms
[2021-03-20 17:37:45 main:574] : INFO : Epoch 1583 | loss: 0.0310887 | val_loss: 0.0311331 | Time: 1454.94 ms
[2021-03-20 17:37:47 main:574] : INFO : Epoch 1584 | loss: 0.0310847 | val_loss: 0.0311318 | Time: 1459.81 ms
[2021-03-20 17:37:48 main:574] : INFO : Epoch 1585 | loss: 0.0310858 | val_loss: 0.0311319 | Time: 1466.72 ms
[2021-03-20 17:37:49 main:574] : INFO : Epoch 1586 | loss: 0.0310873 | val_loss: 0.0311247 | Time: 1466.29 ms
[2021-03-20 17:37:51 main:574] : INFO : Epoch 1587 | loss: 0.031091 | val_loss: 0.0311292 | Time: 1461.89 ms
[2021-03-20 17:37:52 main:574] : INFO : Epoch 1588 | loss: 0.0310903 | val_loss: 0.0311296 | Time: 1478.53 ms
[2021-03-20 17:37:54 main:574] : INFO : Epoch 1589 | loss: 0.0310947 | val_loss: 0.0311377 | Time: 1458.75 ms
[2021-03-20 17:37:55 main:574] : INFO : Epoch 1590 | loss: 0.0310866 | val_loss: 0.0311292 | Time: 1458.7 ms
[2021-03-20 17:37:57 main:574] : INFO : Epoch 1591 | loss: 0.0310912 | val_loss: 0.0311263 | Time: 1460.78 ms
[2021-03-20 17:37:58 main:574] : INFO : Epoch 1592 | loss: 0.0310879 | val_loss: 0.0311245 | Time: 1454.67 ms
[2021-03-20 17:38:00 main:574] : INFO : Epoch 1593 | loss: 0.031088 | val_loss: 0.0311258 | Time: 1472.56 ms
[2021-03-20 17:38:01 main:574] : INFO : Epoch 1594 | loss: 0.0310903 | val_loss: 0.0311273 | Time: 1454.99 ms
[2021-03-20 17:38:03 main:574] : INFO : Epoch 1595 | loss: 0.0310887 | val_loss: 0.0311218 | Time: 1447.84 ms
[2021-03-20 17:38:04 main:574] : INFO : Epoch 1596 | loss: 0.0310902 | val_loss: 0.0311254 | Time: 1454.53 ms
[2021-03-20 17:38:06 main:574] : INFO : Epoch 1597 | loss: 0.0310877 | val_loss: 0.031127 | Time: 1478.92 ms
[2021-03-20 17:38:07 main:574] : INFO : Epoch 1598 | loss: 0.031088 | val_loss: 0.031125 | Time: 1465.28 ms
[2021-03-20 17:38:09 main:574] : INFO : Epoch 1599 | loss: 0.0310865 | val_loss: 0.0311305 | Time: 1464.15 ms
[2021-03-20 17:38:10 main:574] : INFO : Epoch 1600 | loss: 0.0310874 | val_loss: 0.0311257 | Time: 1459.76 ms
[2021-03-20 17:38:12 main:574] : INFO : Epoch 1601 | loss: 0.031097 | val_loss: 0.0311533 | Time: 1456.65 ms
[2021-03-20 17:38:13 main:574] : INFO : Epoch 1602 | loss: 0.0311191 | val_loss: 0.0311278 | Time: 1470.57 ms
[2021-03-20 17:38:14 main:574] : INFO : Epoch 1603 | loss: 0.0311032 | val_loss: 0.0311327 | Time: 1453.65 ms
[2021-03-20 17:38:16 main:574] : INFO : Epoch 1604 | loss: 0.0311013 | val_loss: 0.0311253 | Time: 1461.7 ms
[2021-03-20 17:38:17 main:574] : INFO : Epoch 1605 | loss: 0.0310972 | val_loss: 0.0311286 | Time: 1459.06 ms
[2021-03-20 17:38:19 main:574] : INFO : Epoch 1606 | loss: 0.031094 | val_loss: 0.0311215 | Time: 1454.48 ms
[2021-03-20 17:38:20 main:574] : INFO : Epoch 1607 | loss: 0.0310932 | val_loss: 0.0311263 | Time: 1470.7 ms
[2021-03-20 17:38:22 main:574] : INFO : Epoch 1608 | loss: 0.0310945 | val_loss: 0.0311318 | Time: 1469.25 ms
[2021-03-20 17:38:23 main:574] : INFO : Epoch 1609 | loss: 0.0310935 | val_loss: 0.0311195 | Time: 1455.47 ms
[2021-03-20 17:38:25 main:574] : INFO : Epoch 1610 | loss: 0.0310957 | val_loss: 0.0311218 | Time: 1456.86 ms
[2021-03-20 17:38:26 main:574] : INFO : Epoch 1611 | loss: 0.0310939 | val_loss: 0.0311211 | Time: 1548.66 ms
[2021-03-20 17:38:28 main:574] : INFO : Epoch 1612 | loss: 0.0310883 | val_loss: 0.0311231 | Time: 1537.67 ms
[2021-03-20 17:38:29 main:574] : INFO : Epoch 1613 | loss: 0.0310864 | val_loss: 0.0311237 | Time: 1491.05 ms
[2021-03-20 17:38:31 main:574] : INFO : Epoch 1614 | loss: 0.0310856 | val_loss: 0.0311297 | Time: 1472.4 ms
[2021-03-20 17:38:32 main:574] : INFO : Epoch 1615 | loss: 0.0310858 | val_loss: 0.0311288 | Time: 1461.96 ms
[2021-03-20 17:38:34 main:574] : INFO : Epoch 1616 | loss: 0.0310842 | val_loss: 0.0311252 | Time: 1449.76 ms
[2021-03-20 17:38:35 main:574] : INFO : Epoch 1617 | loss: 0.0310838 | val_loss: 0.031127 | Time: 1470.19 ms
[2021-03-20 17:38:37 main:574] : INFO : Epoch 1618 | loss: 0.0310838 | val_loss: 0.0311338 | Time: 1465.35 ms
[2021-03-20 17:38:38 main:574] : INFO : Epoch 1619 | loss: 0.0310835 | val_loss: 0.0311299 | Time: 1451.39 ms
[2021-03-20 17:38:40 main:574] : INFO : Epoch 1620 | loss: 0.0310888 | val_loss: 0.0311214 | Time: 1463.36 ms
[2021-03-20 17:38:41 main:574] : INFO : Epoch 1621 | loss: 0.0310911 | val_loss: 0.0311237 | Time: 1459.01 ms
[2021-03-20 17:38:43 main:574] : INFO : Epoch 1622 | loss: 0.0310872 | val_loss: 0.0311274 | Time: 1467.56 ms
[2021-03-20 17:38:44 main:574] : INFO : Epoch 1623 | loss: 0.0310871 | val_loss: 0.0311297 | Time: 1470.58 ms
[2021-03-20 17:38:46 main:574] : INFO : Epoch 1624 | loss: 0.0310859 | val_loss: 0.0311289 | Time: 1464.04 ms
[2021-03-20 17:38:47 main:574] : INFO : Epoch 1625 | loss: 0.0310936 | val_loss: 0.0311271 | Time: 1471.93 ms
[2021-03-20 17:38:49 main:574] : INFO : Epoch 1626 | loss: 0.0310896 | val_loss: 0.0311276 | Time: 1476.49 ms
[2021-03-20 17:38:50 main:574] : INFO : Epoch 1627 | loss: 0.0310875 | val_loss: 0.0311221 | Time: 1460.05 ms
[2021-03-20 17:38:51 main:574] : INFO : Epoch 1628 | loss: 0.0310863 | val_loss: 0.0311244 | Time: 1463.72 ms
[2021-03-20 17:38:53 main:574] : INFO : Epoch 1629 | loss: 0.0310863 | val_loss: 0.0311256 | Time: 1462.14 ms
[2021-03-20 17:38:54 main:574] : INFO : Epoch 1630 | loss: 0.0310839 | val_loss: 0.0311262 | Time: 1460.96 ms
[2021-03-20 17:38:56 main:574] : INFO : Epoch 1631 | loss: 0.0310831 | val_loss: 0.0311276 | Time: 1467.41 ms
[2021-03-20 17:38:57 main:574] : INFO : Epoch 1632 | loss: 0.0310846 | val_loss: 0.0311239 | Time: 1470.02 ms
[2021-03-20 17:38:59 main:574] : INFO : Epoch 1633 | loss: 0.0310838 | val_loss: 0.0311293 | Time: 1461.83 ms
[2021-03-20 17:39:00 main:574] : INFO : Epoch 1634 | loss: 0.0310843 | val_loss: 0.0311225 | Time: 1460.77 ms
[2021-03-20 17:39:02 main:574] : INFO : Epoch 1635 | loss: 0.0310902 | val_loss: 0.0311193 | Time: 1460.76 ms
[2021-03-20 17:39:03 main:574] : INFO : Epoch 1636 | loss: 0.0310891 | val_loss: 0.0311273 | Time: 1464.01 ms
[2021-03-20 17:39:05 main:574] : INFO : Epoch 1637 | loss: 0.0310882 | val_loss: 0.0311209 | Time: 1469.68 ms
[2021-03-20 17:39:06 main:574] : INFO : Epoch 1638 | loss: 0.0310896 | val_loss: 0.0311239 | Time: 1461.22 ms
[2021-03-20 17:39:08 main:574] : INFO : Epoch 1639 | loss: 0.0310934 | val_loss: 0.0311221 | Time: 1466.43 ms
[2021-03-20 17:39:09 main:574] : INFO : Epoch 1640 | loss: 0.0310917 | val_loss: 0.0311207 | Time: 1482.26 ms
[2021-03-20 17:39:11 main:574] : INFO : Epoch 1641 | loss: 0.0310907 | val_loss: 0.031125 | Time: 1449.93 ms
[2021-03-20 17:39:12 main:574] : INFO : Epoch 1642 | loss: 0.0310924 | val_loss: 0.0311316 | Time: 1458.35 ms
[2021-03-20 17:39:14 main:574] : INFO : Epoch 1643 | loss: 0.0310982 | val_loss: 0.0311254 | Time: 1501.86 ms
[2021-03-20 17:39:15 main:574] : INFO : Epoch 1644 | loss: 0.0310926 | val_loss: 0.0311289 | Time: 1485.42 ms
[2021-03-20 17:39:17 main:574] : INFO : Epoch 1645 | loss: 0.0310914 | val_loss: 0.031124 | Time: 1486.94 ms
[2021-03-20 17:39:18 main:574] : INFO : Epoch 1646 | loss: 0.0310894 | val_loss: 0.0311247 | Time: 1479.73 ms
[2021-03-20 17:39:20 main:574] : INFO : Epoch 1647 | loss: 0.0310878 | val_loss: 0.0311246 | Time: 1476.1 ms
[2021-03-20 17:39:21 main:574] : INFO : Epoch 1648 | loss: 0.0310871 | val_loss: 0.0311235 | Time: 1479.46 ms
[2021-03-20 17:39:23 main:574] : INFO : Epoch 1649 | loss: 0.0310887 | val_loss: 0.0311208 | Time: 1458.48 ms
[2021-03-20 17:39:24 main:574] : INFO : Epoch 1650 | loss: 0.0310875 | val_loss: 0.0311255 | Time: 1461.13 ms
[2021-03-20 17:39:25 main:574] : INFO : Epoch 1651 | loss: 0.0310832 | val_loss: 0.0311234 | Time: 1458.86 ms
[2021-03-20 17:39:27 main:574] : INFO : Epoch 1652 | loss: 0.0310835 | val_loss: 0.0311211 | Time: 1478.54 ms
[2021-03-20 17:39:28 main:574] : INFO : Epoch 1653 | loss: 0.0310838 | val_loss: 0.0311259 | Time: 1464.92 ms
[2021-03-20 17:39:30 main:574] : INFO : Epoch 1654 | loss: 0.0310827 | val_loss: 0.0311243 | Time: 1501.82 ms
[2021-03-20 17:39:31 main:574] : INFO : Epoch 1655 | loss: 0.031082 | val_loss: 0.0311231 | Time: 1458 ms
[2021-03-20 17:39:33 main:574] : INFO : Epoch 1656 | loss: 0.031084 | val_loss: 0.0311254 | Time: 1445.62 ms
[2021-03-20 17:39:34 main:574] : INFO : Epoch 1657 | loss: 0.0310896 | val_loss: 0.0311215 | Time: 1463.23 ms
[2021-03-20 17:39:36 main:574] : INFO : Epoch 1658 | loss: 0.0311033 | val_loss: 0.03113 | Time: 1461.4 ms
[2021-03-20 17:39:37 main:574] : INFO : Epoch 1659 | loss: 0.0311069 | val_loss: 0.0311312 | Time: 1456.06 ms
[2021-03-20 17:39:39 main:574] : INFO : Epoch 1660 | loss: 0.0311033 | val_loss: 0.0311226 | Time: 1503.25 ms
[2021-03-20 17:39:40 main:574] : INFO : Epoch 1661 | loss: 0.0310971 | val_loss: 0.0311229 | Time: 1565.5 ms
[2021-03-20 17:39:42 main:574] : INFO : Epoch 1662 | loss: 0.0310968 | val_loss: 0.0311196 | Time: 1539.72 ms
[2021-03-20 17:39:43 main:574] : INFO : Epoch 1663 | loss: 0.031095 | val_loss: 0.0311212 | Time: 1467.9 ms
[2021-03-20 17:39:45 main:574] : INFO : Epoch 1664 | loss: 0.0310922 | val_loss: 0.0311213 | Time: 1460.51 ms
[2021-03-20 17:39:46 main:574] : INFO : Epoch 1665 | loss: 0.0310918 | val_loss: 0.0311216 | Time: 1469.3 ms
[2021-03-20 17:39:48 main:574] : INFO : Epoch 1666 | loss: 0.0310923 | val_loss: 0.0311213 | Time: 1452.96 ms
[2021-03-20 17:39:49 main:574] : INFO : Epoch 1667 | loss: 0.0310935 | val_loss: 0.0311231 | Time: 1463.99 ms
[2021-03-20 17:39:51 main:574] : INFO : Epoch 1668 | loss: 0.031094 | val_loss: 0.0311286 | Time: 1463.84 ms
[2021-03-20 17:39:52 main:574] : INFO : Epoch 1669 | loss: 0.0310923 | val_loss: 0.0311258 | Time: 1474.93 ms
[2021-03-20 17:39:54 main:574] : INFO : Epoch 1670 | loss: 0.0310914 | val_loss: 0.0311241 | Time: 1464.95 ms
[2021-03-20 17:39:55 main:574] : INFO : Epoch 1671 | loss: 0.0310919 | val_loss: 0.0311276 | Time: 1454.46 ms
[2021-03-20 17:39:57 main:574] : INFO : Epoch 1672 | loss: 0.0310881 | val_loss: 0.0311226 | Time: 1467.44 ms
[2021-03-20 17:39:58 main:574] : INFO : Epoch 1673 | loss: 0.0310889 | val_loss: 0.0311229 | Time: 1464.76 ms
[2021-03-20 17:40:00 main:574] : INFO : Epoch 1674 | loss: 0.0310915 | val_loss: 0.0311322 | Time: 1455.35 ms
[2021-03-20 17:40:01 main:574] : INFO : Epoch 1675 | loss: 0.031092 | val_loss: 0.031129 | Time: 1456.6 ms
[2021-03-20 17:40:03 main:574] : INFO : Epoch 1676 | loss: 0.0310936 | val_loss: 0.0311293 | Time: 1454.19 ms
[2021-03-20 17:40:04 main:574] : INFO : Epoch 1677 | loss: 0.0310955 | val_loss: 0.0311308 | Time: 1458.66 ms
[2021-03-20 17:40:05 main:574] : INFO : Epoch 1678 | loss: 0.0310945 | val_loss: 0.0311271 | Time: 1459.28 ms
[2021-03-20 17:40:07 main:574] : INFO : Epoch 1679 | loss: 0.0310932 | val_loss: 0.0311298 | Time: 1464.54 ms
[2021-03-20 17:40:08 main:574] : INFO : Epoch 1680 | loss: 0.0310932 | val_loss: 0.0311283 | Time: 1464.87 ms
[2021-03-20 17:40:10 main:574] : INFO : Epoch 1681 | loss: 0.0310932 | val_loss: 0.0311292 | Time: 1462.3 ms
[2021-03-20 17:40:11 main:574] : INFO : Epoch 1682 | loss: 0.0310928 | val_loss: 0.0311249 | Time: 1476.01 ms
[2021-03-20 17:40:13 main:574] : INFO : Epoch 1683 | loss: 0.0310924 | val_loss: 0.0311235 | Time: 1454.11 ms
[2021-03-20 17:40:14 main:574] : INFO : Epoch 1684 | loss: 0.031091 | val_loss: 0.031124 | Time: 1475.69 ms
[2021-03-20 17:40:16 main:574] : INFO : Epoch 1685 | loss: 0.0310898 | val_loss: 0.031126 | Time: 1466.96 ms
[2021-03-20 17:40:17 main:574] : INFO : Epoch 1686 | loss: 0.0310939 | val_loss: 0.0311259 | Time: 1456.4 ms
[2021-03-20 17:40:19 main:574] : INFO : Epoch 1687 | loss: 0.0310893 | val_loss: 0.031126 | Time: 1462.64 ms
[2021-03-20 17:40:20 main:574] : INFO : Epoch 1688 | loss: 0.0310897 | val_loss: 0.031128 | Time: 1461.23 ms
[2021-03-20 17:40:22 main:574] : INFO : Epoch 1689 | loss: 0.0310867 | val_loss: 0.0311208 | Time: 1475.53 ms
[2021-03-20 17:40:23 main:574] : INFO : Epoch 1690 | loss: 0.0310852 | val_loss: 0.0311192 | Time: 1466.33 ms
[2021-03-20 17:40:25 main:574] : INFO : Epoch 1691 | loss: 0.0310864 | val_loss: 0.0311262 | Time: 1470.98 ms
[2021-03-20 17:40:26 main:574] : INFO : Epoch 1692 | loss: 0.0310847 | val_loss: 0.0311225 | Time: 1458.86 ms
[2021-03-20 17:40:28 main:574] : INFO : Epoch 1693 | loss: 0.0310842 | val_loss: 0.0311229 | Time: 1463.35 ms
[2021-03-20 17:40:29 main:574] : INFO : Epoch 1694 | loss: 0.0310856 | val_loss: 0.0311205 | Time: 1463.21 ms
[2021-03-20 17:40:30 main:574] : INFO : Epoch 1695 | loss: 0.0310845 | val_loss: 0.0311268 | Time: 1458.28 ms
[2021-03-20 17:40:32 main:574] : INFO : Epoch 1696 | loss: 0.0310853 | val_loss: 0.0311244 | Time: 1454.27 ms
[2021-03-20 17:40:33 main:574] : INFO : Epoch 1697 | loss: 0.031092 | val_loss: 0.0311262 | Time: 1446.64 ms
[2021-03-20 17:40:35 main:574] : INFO : Epoch 1698 | loss: 0.0310911 | val_loss: 0.0311285 | Time: 1479.14 ms
[2021-03-20 17:40:36 main:574] : INFO : Epoch 1699 | loss: 0.0310874 | val_loss: 0.0311304 | Time: 1472.63 ms
[2021-03-20 17:40:38 main:574] : INFO : Epoch 1700 | loss: 0.0310906 | val_loss: 0.0311205 | Time: 1460.27 ms
[2021-03-20 17:40:39 main:574] : INFO : Epoch 1701 | loss: 0.031091 | val_loss: 0.0311259 | Time: 1461.94 ms
[2021-03-20 17:40:41 main:574] : INFO : Epoch 1702 | loss: 0.0310854 | val_loss: 0.0311266 | Time: 1461.02 ms
[2021-03-20 17:40:42 main:574] : INFO : Epoch 1703 | loss: 0.0310863 | val_loss: 0.0311272 | Time: 1472.7 ms
[2021-03-20 17:40:44 main:574] : INFO : Epoch 1704 | loss: 0.0310882 | val_loss: 0.0311242 | Time: 1477.26 ms
[2021-03-20 17:40:45 main:574] : INFO : Epoch 1705 | loss: 0.0310884 | val_loss: 0.0311311 | Time: 1453.6 ms
[2021-03-20 17:40:47 main:574] : INFO : Epoch 1706 | loss: 0.0310908 | val_loss: 0.0311298 | Time: 1455.59 ms
[2021-03-20 17:40:48 main:574] : INFO : Epoch 1707 | loss: 0.0310878 | val_loss: 0.0311244 | Time: 1483.77 ms
[2021-03-20 17:40:50 main:574] : INFO : Epoch 1708 | loss: 0.0310843 | val_loss: 0.0311296 | Time: 1497.04 ms
[2021-03-20 17:40:51 main:574] : INFO : Epoch 1709 | loss: 0.0310846 | val_loss: 0.0311261 | Time: 1470.45 ms
[2021-03-20 17:40:53 main:574] : INFO : Epoch 1710 | loss: 0.0310831 | val_loss: 0.0311295 | Time: 1462.87 ms
[2021-03-20 17:40:54 main:574] : INFO : Epoch 1711 | loss: 0.0310831 | val_loss: 0.0311262 | Time: 1459.68 ms
[2021-03-20 17:40:56 main:574] : INFO : Epoch 1712 | loss: 0.0310843 | val_loss: 0.0311278 | Time: 1462.51 ms
[2021-03-20 17:40:57 main:574] : INFO : Epoch 1713 | loss: 0.0310848 | val_loss: 0.0311248 | Time: 1469.98 ms
[2021-03-20 17:40:59 main:574] : INFO : Epoch 1714 | loss: 0.0310832 | val_loss: 0.0311217 | Time: 1452.89 ms
[2021-03-20 17:41:00 main:574] : INFO : Epoch 1715 | loss: 0.0310834 | val_loss: 0.0311276 | Time: 1464.06 ms
[2021-03-20 17:41:01 main:574] : INFO : Epoch 1716 | loss: 0.0310817 | val_loss: 0.0311279 | Time: 1466.44 ms
[2021-03-20 17:41:03 main:574] : INFO : Epoch 1717 | loss: 0.0310827 | val_loss: 0.0311302 | Time: 1469.69 ms
[2021-03-20 17:41:04 main:574] : INFO : Epoch 1718 | loss: 0.0310817 | val_loss: 0.0311262 | Time: 1479.17 ms
[2021-03-20 17:41:06 main:574] : INFO : Epoch 1719 | loss: 0.031083 | val_loss: 0.0311288 | Time: 1466.73 ms
[2021-03-20 17:41:07 main:574] : INFO : Epoch 1720 | loss: 0.0310827 | val_loss: 0.0311284 | Time: 1464.81 ms
[2021-03-20 17:41:09 main:574] : INFO : Epoch 1721 | loss: 0.0310791 | val_loss: 0.0311245 | Time: 1478.25 ms
[2021-03-20 17:41:10 main:574] : INFO : Epoch 1722 | loss: 0.0310808 | val_loss: 0.0311305 | Time: 1483.9 ms
[2021-03-20 17:41:12 main:574] : INFO : Epoch 1723 | loss: 0.031086 | val_loss: 0.031133 | Time: 1572.9 ms
[2021-03-20 17:41:13 main:574] : INFO : Epoch 1724 | loss: 0.0310893 | val_loss: 0.0311278 | Time: 1463.77 ms
[2021-03-20 17:41:15 main:574] : INFO : Epoch 1725 | loss: 0.0310882 | val_loss: 0.0311276 | Time: 1476.06 ms
[2021-03-20 17:41:16 main:574] : INFO : Epoch 1726 | loss: 0.0310892 | val_loss: 0.0311265 | Time: 1469.14 ms
[2021-03-20 17:41:18 main:574] : INFO : Epoch 1727 | loss: 0.0310934 | val_loss: 0.0311247 | Time: 1466.69 ms
[2021-03-20 17:41:19 main:574] : INFO : Epoch 1728 | loss: 0.0310914 | val_loss: 0.0311283 | Time: 1460.39 ms
[2021-03-20 17:41:21 main:574] : INFO : Epoch 1729 | loss: 0.0310888 | val_loss: 0.0311246 | Time: 1491.51 ms
[2021-03-20 17:41:22 main:574] : INFO : Epoch 1730 | loss: 0.0310858 | val_loss: 0.0311254 | Time: 1460.24 ms
[2021-03-20 17:41:24 main:574] : INFO : Epoch 1731 | loss: 0.0310823 | val_loss: 0.0311291 | Time: 1468.03 ms
[2021-03-20 17:41:25 main:574] : INFO : Epoch 1732 | loss: 0.0310874 | val_loss: 0.0311255 | Time: 1464.74 ms
[2021-03-20 17:41:27 main:574] : INFO : Epoch 1733 | loss: 0.0310858 | val_loss: 0.0311224 | Time: 1463.21 ms
[2021-03-20 17:41:28 main:574] : INFO : Epoch 1734 | loss: 0.0310833 | val_loss: 0.0311235 | Time: 1457.49 ms
[2021-03-20 17:41:30 main:574] : INFO : Epoch 1735 | loss: 0.031084 | val_loss: 0.0311267 | Time: 1478.09 ms
[2021-03-20 17:41:31 main:574] : INFO : Epoch 1736 | loss: 0.0310856 | val_loss: 0.0311303 | Time: 1458.38 ms
[2021-03-20 17:41:33 main:574] : INFO : Epoch 1737 | loss: 0.0310848 | val_loss: 0.0311283 | Time: 1478.99 ms
[2021-03-20 17:41:34 main:574] : INFO : Epoch 1738 | loss: 0.0310829 | val_loss: 0.0311277 | Time: 1468.22 ms
[2021-03-20 17:41:36 main:574] : INFO : Epoch 1739 | loss: 0.0310828 | val_loss: 0.0311265 | Time: 1462.28 ms
[2021-03-20 17:41:37 main:574] : INFO : Epoch 1740 | loss: 0.0310838 | val_loss: 0.0311257 | Time: 1465.82 ms
[2021-03-20 17:41:39 main:574] : INFO : Epoch 1741 | loss: 0.0310819 | val_loss: 0.0311243 | Time: 1475.28 ms
[2021-03-20 17:41:40 main:574] : INFO : Epoch 1742 | loss: 0.0310813 | val_loss: 0.0311268 | Time: 1456.5 ms
[2021-03-20 17:41:41 main:574] : INFO : Epoch 1743 | loss: 0.0310859 | val_loss: 0.0311201 | Time: 1471.31 ms
[2021-03-20 17:41:43 main:574] : INFO : Epoch 1744 | loss: 0.0310824 | val_loss: 0.0311279 | Time: 1459.09 ms
[2021-03-20 17:41:44 main:574] : INFO : Epoch 1745 | loss: 0.031084 | val_loss: 0.0311219 | Time: 1470.59 ms
[2021-03-20 17:41:46 main:574] : INFO : Epoch 1746 | loss: 0.0310845 | val_loss: 0.031122 | Time: 1465.03 ms
[2021-03-20 17:41:47 main:574] : INFO : Epoch 1747 | loss: 0.0310871 | val_loss: 0.0311256 | Time: 1459.59 ms
[2021-03-20 17:41:49 main:574] : INFO : Epoch 1748 | loss: 0.0310852 | val_loss: 0.0311313 | Time: 1461.86 ms
[2021-03-20 17:41:50 main:574] : INFO : Epoch 1749 | loss: 0.0310846 | val_loss: 0.0311272 | Time: 1470.26 ms
[2021-03-20 17:41:52 main:574] : INFO : Epoch 1750 | loss: 0.0310828 | val_loss: 0.0311204 | Time: 1462.29 ms
[2021-03-20 17:41:53 main:574] : INFO : Epoch 1751 | loss: 0.0310823 | val_loss: 0.0311225 | Time: 1458.45 ms
[2021-03-20 17:41:55 main:574] : INFO : Epoch 1752 | loss: 0.0310812 | val_loss: 0.0311262 | Time: 1462.03 ms
[2021-03-20 17:41:56 main:574] : INFO : Epoch 1753 | loss: 0.0310788 | val_loss: 0.0311346 | Time: 1459.21 ms
[2021-03-20 17:41:58 main:574] : INFO : Epoch 1754 | loss: 0.0310856 | val_loss: 0.0311387 | Time: 1465.28 ms
[2021-03-20 17:41:59 main:574] : INFO : Epoch 1755 | loss: 0.0310817 | val_loss: 0.0311259 | Time: 1456.4 ms
[2021-03-20 17:42:01 main:574] : INFO : Epoch 1756 | loss: 0.0310791 | val_loss: 0.0311258 | Time: 1462.55 ms
[2021-03-20 17:42:02 main:574] : INFO : Epoch 1757 | loss: 0.0310787 | val_loss: 0.0311274 | Time: 1463.33 ms
[2021-03-20 17:42:04 main:574] : INFO : Epoch 1758 | loss: 0.0310876 | val_loss: 0.0311272 | Time: 1470.41 ms
[2021-03-20 17:42:05 main:574] : INFO : Epoch 1759 | loss: 0.0310883 | val_loss: 0.0311253 | Time: 1484.06 ms
[2021-03-20 17:42:07 main:574] : INFO : Epoch 1760 | loss: 0.0310866 | val_loss: 0.0311223 | Time: 1472.62 ms
[2021-03-20 17:42:08 main:574] : INFO : Epoch 1761 | loss: 0.031088 | val_loss: 0.0311235 | Time: 1473.09 ms
[2021-03-20 17:42:10 main:574] : INFO : Epoch 1762 | loss: 0.0310896 | val_loss: 0.0311257 | Time: 1476.72 ms
[2021-03-20 17:42:11 main:574] : INFO : Epoch 1763 | loss: 0.0310897 | val_loss: 0.0311222 | Time: 1501.46 ms
[2021-03-20 17:42:12 main:574] : INFO : Epoch 1764 | loss: 0.0310837 | val_loss: 0.0311218 | Time: 1438.61 ms
[2021-03-20 17:42:14 main:574] : INFO : Epoch 1765 | loss: 0.0310828 | val_loss: 0.0311225 | Time: 1429.4 ms
[2021-03-20 17:42:15 main:574] : INFO : Epoch 1766 | loss: 0.0310892 | val_loss: 0.0311301 | Time: 1442.21 ms
[2021-03-20 17:42:17 main:574] : INFO : Epoch 1767 | loss: 0.0310878 | val_loss: 0.0311308 | Time: 1422.33 ms
[2021-03-20 17:42:18 main:574] : INFO : Epoch 1768 | loss: 0.0310895 | val_loss: 0.0311275 | Time: 1432.28 ms
[2021-03-20 17:42:20 main:574] : INFO : Epoch 1769 | loss: 0.0310918 | val_loss: 0.0311265 | Time: 1425.32 ms
[2021-03-20 17:42:21 main:574] : INFO : Epoch 1770 | loss: 0.0310897 | val_loss: 0.0311249 | Time: 1433.12 ms
[2021-03-20 17:42:23 main:574] : INFO : Epoch 1771 | loss: 0.0310899 | val_loss: 0.0311326 | Time: 1458.13 ms
[2021-03-20 17:42:24 main:574] : INFO : Epoch 1772 | loss: 0.0310879 | val_loss: 0.0311222 | Time: 1459.92 ms
[2021-03-20 17:42:26 main:574] : INFO : Epoch 1773 | loss: 0.0310858 | val_loss: 0.0311199 | Time: 1456.02 ms
[2021-03-20 17:42:27 main:574] : INFO : Epoch 1774 | loss: 0.0310867 | val_loss: 0.031126 | Time: 1451.4 ms
[2021-03-20 17:42:28 main:574] : INFO : Epoch 1775 | loss: 0.0310873 | val_loss: 0.0311245 | Time: 1420.27 ms
[2021-03-20 17:42:30 main:574] : INFO : Epoch 1776 | loss: 0.0310918 | val_loss: 0.0311281 | Time: 1412.61 ms
[2021-03-20 17:42:31 main:574] : INFO : Epoch 1777 | loss: 0.0310969 | val_loss: 0.0311186 | Time: 1411.67 ms
[2021-03-20 17:42:33 main:574] : INFO : Epoch 1778 | loss: 0.0310909 | val_loss: 0.0311189 | Time: 1437.87 ms
[2021-03-20 17:42:34 main:574] : INFO : Epoch 1779 | loss: 0.0310881 | val_loss: 0.0311176 | Time: 1543.31 ms
[2021-03-20 17:42:36 main:574] : INFO : Epoch 1780 | loss: 0.0310865 | val_loss: 0.0311203 | Time: 1418.57 ms
[2021-03-20 17:42:37 main:574] : INFO : Epoch 1781 | loss: 0.0310871 | val_loss: 0.0311198 | Time: 1418.68 ms
[2021-03-20 17:42:39 main:574] : INFO : Epoch 1782 | loss: 0.0310858 | val_loss: 0.0311246 | Time: 1410.73 ms
[2021-03-20 17:42:40 main:574] : INFO : Epoch 1783 | loss: 0.0310888 | val_loss: 0.0311275 | Time: 1415.02 ms
[2021-03-20 17:42:41 main:574] : INFO : Epoch 1784 | loss: 0.0310892 | val_loss: 0.0311268 | Time: 1408.66 ms
[2021-03-20 17:42:43 main:574] : INFO : Epoch 1785 | loss: 0.0310891 | val_loss: 0.0311246 | Time: 1407.83 ms
[2021-03-20 17:42:44 main:574] : INFO : Epoch 1786 | loss: 0.0310889 | val_loss: 0.0311197 | Time: 1517.29 ms
[2021-03-20 17:42:46 main:574] : INFO : Epoch 1787 | loss: 0.0310872 | val_loss: 0.0311202 | Time: 1404.8 ms
[2021-03-20 17:42:47 main:574] : INFO : Epoch 1788 | loss: 0.0310864 | val_loss: 0.0311201 | Time: 1461.71 ms
[2021-03-20 17:42:49 main:574] : INFO : Epoch 1789 | loss: 0.031089 | val_loss: 0.0311219 | Time: 1413.29 ms
[2021-03-20 17:42:50 main:574] : INFO : Epoch 1790 | loss: 0.0310902 | val_loss: 0.0311252 | Time: 1428.73 ms
[2021-03-20 17:42:51 main:574] : INFO : Epoch 1791 | loss: 0.0310891 | val_loss: 0.0311212 | Time: 1422.72 ms
[2021-03-20 17:42:53 main:574] : INFO : Epoch 1792 | loss: 0.0310895 | val_loss: 0.0311238 | Time: 1415.73 ms
[2021-03-20 17:42:54 main:574] : INFO : Epoch 1793 | loss: 0.0310845 | val_loss: 0.0311219 | Time: 1406.14 ms
[2021-03-20 17:42:56 main:574] : INFO : Epoch 1794 | loss: 0.0310831 | val_loss: 0.0311195 | Time: 1410.76 ms
[2021-03-20 17:42:57 main:574] : INFO : Epoch 1795 | loss: 0.0310832 | val_loss: 0.0311234 | Time: 1414.7 ms
[2021-03-20 17:42:59 main:574] : INFO : Epoch 1796 | loss: 0.0310886 | val_loss: 0.0311275 | Time: 1412.34 ms
[2021-03-20 17:43:00 main:574] : INFO : Epoch 1797 | loss: 0.0310893 | val_loss: 0.0311235 | Time: 1414.83 ms
[2021-03-20 17:43:01 main:574] : INFO : Epoch 1798 | loss: 0.0310901 | val_loss: 0.031127 | Time: 1406.13 ms
[2021-03-20 17:43:03 main:574] : INFO : Epoch 1799 | loss: 0.0310895 | val_loss: 0.0311284 | Time: 1408.33 ms
[2021-03-20 17:43:04 main:574] : INFO : Epoch 1800 | loss: 0.031091 | val_loss: 0.0311265 | Time: 1405.24 ms
[2021-03-20 17:43:06 main:574] : INFO : Epoch 1801 | loss: 0.0310884 | val_loss: 0.0311199 | Time: 1415.25 ms
[2021-03-20 17:43:07 main:574] : INFO : Epoch 1802 | loss: 0.0310866 | val_loss: 0.031121 | Time: 1407.18 ms
[2021-03-20 17:43:09 main:574] : INFO : Epoch 1803 | loss: 0.0310852 | val_loss: 0.0311247 | Time: 1415.16 ms
[2021-03-20 17:43:10 main:574] : INFO : Epoch 1804 | loss: 0.0310845 | val_loss: 0.0311249 | Time: 1428.82 ms
[2021-03-20 17:43:11 main:574] : INFO : Epoch 1805 | loss: 0.031085 | val_loss: 0.0311241 | Time: 1432.59 ms
[2021-03-20 17:43:13 main:574] : INFO : Epoch 1806 | loss: 0.0310867 | val_loss: 0.0311243 | Time: 1441.44 ms
[2021-03-20 17:43:14 main:574] : INFO : Epoch 1807 | loss: 0.031087 | val_loss: 0.0311247 | Time: 1414.34 ms
[2021-03-20 17:43:16 main:574] : INFO : Epoch 1808 | loss: 0.0310918 | val_loss: 0.0311253 | Time: 1422.74 ms
[2021-03-20 17:43:17 main:574] : INFO : Epoch 1809 | loss: 0.0310875 | val_loss: 0.0311321 | Time: 1406.56 ms
[2021-03-20 17:43:19 main:574] : INFO : Epoch 1810 | loss: 0.0310947 | val_loss: 0.0311266 | Time: 1407.54 ms
[2021-03-20 17:43:20 main:574] : INFO : Epoch 1811 | loss: 0.0310889 | val_loss: 0.0311226 | Time: 1407.79 ms
[2021-03-20 17:43:21 main:574] : INFO : Epoch 1812 | loss: 0.0310867 | val_loss: 0.0311296 | Time: 1402.98 ms
[2021-03-20 17:43:23 main:574] : INFO : Epoch 1813 | loss: 0.0310888 | val_loss: 0.0311218 | Time: 1415.78 ms
[2021-03-20 17:43:24 main:574] : INFO : Epoch 1814 | loss: 0.0310854 | val_loss: 0.0311198 | Time: 1399.45 ms
[2021-03-20 17:43:26 main:574] : INFO : Epoch 1815 | loss: 0.0310813 | val_loss: 0.0311228 | Time: 1413.54 ms
[2021-03-20 17:43:27 main:574] : INFO : Epoch 1816 | loss: 0.0310819 | val_loss: 0.0311263 | Time: 1404.64 ms
[2021-03-20 17:43:28 main:574] : INFO : Epoch 1817 | loss: 0.0310817 | val_loss: 0.031124 | Time: 1405.92 ms
[2021-03-20 17:43:30 main:574] : INFO : Epoch 1818 | loss: 0.0310883 | val_loss: 0.0311223 | Time: 1426.84 ms
[2021-03-20 17:43:31 main:574] : INFO : Epoch 1819 | loss: 0.0310926 | val_loss: 0.0311214 | Time: 1401.13 ms
[2021-03-20 17:43:33 main:574] : INFO : Epoch 1820 | loss: 0.0310905 | val_loss: 0.031121 | Time: 1405.78 ms
[2021-03-20 17:43:34 main:574] : INFO : Epoch 1821 | loss: 0.0310969 | val_loss: 0.0311173 | Time: 1440.42 ms
[2021-03-20 17:43:36 main:574] : INFO : Epoch 1822 | loss: 0.0310932 | val_loss: 0.0311163 | Time: 1424.43 ms
[2021-03-20 17:43:37 main:574] : INFO : Epoch 1823 | loss: 0.0310903 | val_loss: 0.0311176 | Time: 1426.59 ms
[2021-03-20 17:43:39 main:574] : INFO : Epoch 1824 | loss: 0.0310878 | val_loss: 0.0311264 | Time: 1494.13 ms
[2021-03-20 17:43:40 main:574] : INFO : Epoch 1825 | loss: 0.0310919 | val_loss: 0.0311215 | Time: 1482.62 ms
[2021-03-20 17:43:41 main:574] : INFO : Epoch 1826 | loss: 0.0311006 | val_loss: 0.0311204 | Time: 1458.78 ms
[2021-03-20 17:43:43 main:574] : INFO : Epoch 1827 | loss: 0.0310962 | val_loss: 0.031118 | Time: 1417.78 ms
[2021-03-20 17:43:44 main:574] : INFO : Epoch 1828 | loss: 0.031093 | val_loss: 0.0311162 | Time: 1405.03 ms
[2021-03-20 17:43:46 main:574] : INFO : Epoch 1829 | loss: 0.0310914 | val_loss: 0.0311131 | Time: 1423.9 ms
[2021-03-20 17:43:47 main:574] : INFO : Epoch 1830 | loss: 0.0310887 | val_loss: 0.0311145 | Time: 1452.3 ms
[2021-03-20 17:43:49 main:574] : INFO : Epoch 1831 | loss: 0.0310972 | val_loss: 0.0311293 | Time: 1466.15 ms
[2021-03-20 17:43:50 main:574] : INFO : Epoch 1832 | loss: 0.031102 | val_loss: 0.0311295 | Time: 1491.02 ms
[2021-03-20 17:43:52 main:574] : INFO : Epoch 1833 | loss: 0.0311003 | val_loss: 0.0311224 | Time: 1481.58 ms
[2021-03-20 17:43:53 main:574] : INFO : Epoch 1834 | loss: 0.031096 | val_loss: 0.0311219 | Time: 1417.84 ms
[2021-03-20 17:43:55 main:574] : INFO : Epoch 1835 | loss: 0.0310951 | val_loss: 0.0311243 | Time: 1426.83 ms
[2021-03-20 17:43:56 main:574] : INFO : Epoch 1836 | loss: 0.0310959 | val_loss: 0.0311191 | Time: 1403.32 ms
[2021-03-20 17:43:57 main:574] : INFO : Epoch 1837 | loss: 0.0310943 | val_loss: 0.0311193 | Time: 1422.8 ms
[2021-03-20 17:43:59 main:574] : INFO : Epoch 1838 | loss: 0.0310919 | val_loss: 0.0311189 | Time: 1433.74 ms
[2021-03-20 17:44:00 main:574] : INFO : Epoch 1839 | loss: 0.0310918 | val_loss: 0.0311165 | Time: 1412.52 ms
[2021-03-20 17:44:02 main:574] : INFO : Epoch 1840 | loss: 0.0310923 | val_loss: 0.0311151 | Time: 1411.36 ms
[2021-03-20 17:44:03 main:574] : INFO : Epoch 1841 | loss: 0.0310913 | val_loss: 0.03112 | Time: 1410.58 ms
[2021-03-20 17:44:05 main:574] : INFO : Epoch 1842 | loss: 0.0310914 | val_loss: 0.0311188 | Time: 1427.23 ms
[2021-03-20 17:44:06 main:574] : INFO : Epoch 1843 | loss: 0.0310908 | val_loss: 0.0311206 | Time: 1405.19 ms
[2021-03-20 17:44:07 main:574] : INFO : Epoch 1844 | loss: 0.031091 | val_loss: 0.0311231 | Time: 1406.37 ms
[2021-03-20 17:44:09 main:574] : INFO : Epoch 1845 | loss: 0.0310903 | val_loss: 0.031123 | Time: 1439.3 ms
[2021-03-20 17:44:10 main:574] : INFO : Epoch 1846 | loss: 0.0310898 | val_loss: 0.0311259 | Time: 1435.56 ms
[2021-03-20 17:44:12 main:574] : INFO : Epoch 1847 | loss: 0.0310924 | val_loss: 0.031118 | Time: 1492.8 ms
[2021-03-20 17:44:13 main:574] : INFO : Epoch 1848 | loss: 0.0310917 | val_loss: 0.0311229 | Time: 1454.81 ms
[2021-03-20 17:44:15 main:574] : INFO : Epoch 1849 | loss: 0.0310891 | val_loss: 0.0311221 | Time: 1436.48 ms
[2021-03-20 17:44:16 main:574] : INFO : Epoch 1850 | loss: 0.031091 | val_loss: 0.0311164 | Time: 1424.3 ms
[2021-03-20 17:44:18 main:574] : INFO : Epoch 1851 | loss: 0.0310928 | val_loss: 0.031116 | Time: 1447.5 ms
[2021-03-20 17:44:19 main:574] : INFO : Epoch 1852 | loss: 0.0310895 | val_loss: 0.0311188 | Time: 1483.36 ms
[2021-03-20 17:44:20 main:574] : INFO : Epoch 1853 | loss: 0.031093 | val_loss: 0.0311361 | Time: 1434.84 ms
[2021-03-20 17:44:22 main:574] : INFO : Epoch 1854 | loss: 0.0310985 | val_loss: 0.0311247 | Time: 1431.21 ms
[2021-03-20 17:44:23 main:574] : INFO : Epoch 1855 | loss: 0.0310929 | val_loss: 0.0311217 | Time: 1432.18 ms
[2021-03-20 17:44:25 main:574] : INFO : Epoch 1856 | loss: 0.0310899 | val_loss: 0.0311293 | Time: 1468 ms
[2021-03-20 17:44:26 main:574] : INFO : Epoch 1857 | loss: 0.0310934 | val_loss: 0.0311252 | Time: 1469.11 ms
[2021-03-20 17:44:28 main:574] : INFO : Epoch 1858 | loss: 0.031121 | val_loss: 0.0312366 | Time: 1431.99 ms
[2021-03-20 17:44:29 main:574] : INFO : Epoch 1859 | loss: 0.165174 | val_loss: 0.302334 | Time: 1421.38 ms
[2021-03-20 17:44:31 main:574] : INFO : Epoch 1860 | loss: 0.0963778 | val_loss: 0.0448873 | Time: 1418.3 ms
[2021-03-20 17:44:32 main:574] : INFO : Epoch 1861 | loss: 0.0349935 | val_loss: 0.0319054 | Time: 1404.18 ms
[2021-03-20 17:44:33 main:574] : INFO : Epoch 1862 | loss: 0.0318038 | val_loss: 0.0315313 | Time: 1420.69 ms
[2021-03-20 17:44:35 main:574] : INFO : Epoch 1863 | loss: 0.0313814 | val_loss: 0.0313034 | Time: 1449.9 ms
[2021-03-20 17:44:36 main:574] : INFO : Epoch 1864 | loss: 0.0312909 | val_loss: 0.0312754 | Time: 1415.47 ms
[2021-03-20 17:44:38 main:574] : INFO : Epoch 1865 | loss: 0.0312708 | val_loss: 0.0312643 | Time: 1421.28 ms
[2021-03-20 17:44:39 main:574] : INFO : Epoch 1866 | loss: 0.0312638 | val_loss: 0.0312607 | Time: 1407.93 ms
[2021-03-20 17:44:41 main:574] : INFO : Epoch 1867 | loss: 0.0312602 | val_loss: 0.0312582 | Time: 1405.47 ms
[2021-03-20 17:44:42 main:574] : INFO : Epoch 1868 | loss: 0.0312575 | val_loss: 0.031256 | Time: 1417.02 ms
[2021-03-20 17:44:43 main:574] : INFO : Epoch 1869 | loss: 0.0312553 | val_loss: 0.0312541 | Time: 1407.23 ms
[2021-03-20 17:44:45 main:574] : INFO : Epoch 1870 | loss: 0.0312532 | val_loss: 0.0312514 | Time: 1405.52 ms
[2021-03-20 17:44:46 main:574] : INFO : Epoch 1871 | loss: 0.0312509 | val_loss: 0.0312496 | Time: 1406.16 ms
[2021-03-20 17:44:48 main:574] : INFO : Epoch 1872 | loss: 0.0312491 | val_loss: 0.0312481 | Time: 1404.51 ms
[2021-03-20 17:44:49 main:574] : INFO : Epoch 1873 | loss: 0.0312472 | val_loss: 0.0312468 | Time: 1433.1 ms
[2021-03-20 17:44:51 main:574] : INFO : Epoch 1874 | loss: 0.0312461 | val_loss: 0.0312448 | Time: 1424.95 ms
[2021-03-20 17:44:52 main:574] : INFO : Epoch 1875 | loss: 0.0312441 | val_loss: 0.0312434 | Time: 1453.23 ms
[2021-03-20 17:44:53 main:574] : INFO : Epoch 1876 | loss: 0.0312427 | val_loss: 0.031242 | Time: 1441.7 ms
[2021-03-20 17:44:55 main:574] : INFO : Epoch 1877 | loss: 0.0312413 | val_loss: 0.0312405 | Time: 1416.13 ms
[2021-03-20 17:44:56 main:574] : INFO : Epoch 1878 | loss: 0.03124 | val_loss: 0.0312395 | Time: 1413.19 ms
[2021-03-20 17:44:58 main:574] : INFO : Epoch 1879 | loss: 0.0312387 | val_loss: 0.031238 | Time: 1411.57 ms
[2021-03-20 17:44:59 main:574] : INFO : Epoch 1880 | loss: 0.0312373 | val_loss: 0.031237 | Time: 1417.82 ms
[2021-03-20 17:45:01 main:574] : INFO : Epoch 1881 | loss: 0.0312361 | val_loss: 0.0312358 | Time: 1417.39 ms
[2021-03-20 17:45:02 main:574] : INFO : Epoch 1882 | loss: 0.0312348 | val_loss: 0.0312345 | Time: 1410.85 ms
[2021-03-20 17:45:04 main:574] : INFO : Epoch 1883 | loss: 0.0312335 | val_loss: 0.0312336 | Time: 1493.05 ms
[2021-03-20 17:45:05 main:574] : INFO : Epoch 1884 | loss: 0.0312326 | val_loss: 0.0312324 | Time: 1412.04 ms
[2021-03-20 17:45:06 main:574] : INFO : Epoch 1885 | loss: 0.0312311 | val_loss: 0.0312311 | Time: 1401.46 ms
[2021-03-20 17:45:08 main:574] : INFO : Epoch 1886 | loss: 0.0312297 | val_loss: 0.0312298 | Time: 1416.25 ms
[2021-03-20 17:45:09 main:574] : INFO : Epoch 1887 | loss: 0.0312284 | val_loss: 0.0312285 | Time: 1419.5 ms
[2021-03-20 17:45:11 main:574] : INFO : Epoch 1888 | loss: 0.0312272 | val_loss: 0.0312275 | Time: 1419.72 ms
[2021-03-20 17:45:12 main:574] : INFO : Epoch 1889 | loss: 0.0312256 | val_loss: 0.0312259 | Time: 1412.4 ms
[2021-03-20 17:45:13 main:574] : INFO : Epoch 1890 | loss: 0.0312244 | val_loss: 0.0312247 | Time: 1422.47 ms
[2021-03-20 17:45:15 main:574] : INFO : Epoch 1891 | loss: 0.0312227 | val_loss: 0.0312234 | Time: 1479 ms
[2021-03-20 17:45:16 main:574] : INFO : Epoch 1892 | loss: 0.0312213 | val_loss: 0.0312223 | Time: 1484.48 ms
[2021-03-20 17:45:18 main:574] : INFO : Epoch 1893 | loss: 0.03122 | val_loss: 0.0312214 | Time: 1452.95 ms
[2021-03-20 17:45:19 main:574] : INFO : Epoch 1894 | loss: 0.0312188 | val_loss: 0.0312203 | Time: 1428.92 ms
[2021-03-20 17:45:21 main:574] : INFO : Epoch 1895 | loss: 0.0312179 | val_loss: 0.0312196 | Time: 1410.12 ms
[2021-03-20 17:45:22 main:574] : INFO : Epoch 1896 | loss: 0.0312171 | val_loss: 0.0312188 | Time: 1415.88 ms
[2021-03-20 17:45:24 main:574] : INFO : Epoch 1897 | loss: 0.031216 | val_loss: 0.031218 | Time: 1412.29 ms
[2021-03-20 17:45:25 main:574] : INFO : Epoch 1898 | loss: 0.0312152 | val_loss: 0.0312173 | Time: 1411.48 ms
[2021-03-20 17:45:26 main:574] : INFO : Epoch 1899 | loss: 0.0312143 | val_loss: 0.0312165 | Time: 1409.5 ms
[2021-03-20 17:45:28 main:574] : INFO : Epoch 1900 | loss: 0.0312135 | val_loss: 0.031216 | Time: 1439.27 ms
[2021-03-20 17:45:29 main:574] : INFO : Epoch 1901 | loss: 0.0312127 | val_loss: 0.0312158 | Time: 1404.83 ms
[2021-03-20 17:45:31 main:574] : INFO : Epoch 1902 | loss: 0.0312123 | val_loss: 0.0312152 | Time: 1416.47 ms
[2021-03-20 17:45:32 main:574] : INFO : Epoch 1903 | loss: 0.0312117 | val_loss: 0.0312163 | Time: 1397.05 ms
[2021-03-20 17:45:34 main:574] : INFO : Epoch 1904 | loss: 0.0312118 | val_loss: 0.0312146 | Time: 1415.41 ms
[2021-03-20 17:45:35 main:574] : INFO : Epoch 1905 | loss: 0.0312106 | val_loss: 0.0312145 | Time: 1409.21 ms
[2021-03-20 17:45:36 main:574] : INFO : Epoch 1906 | loss: 0.0312102 | val_loss: 0.0312135 | Time: 1419.76 ms
[2021-03-20 17:45:38 main:574] : INFO : Epoch 1907 | loss: 0.0312095 | val_loss: 0.0312133 | Time: 1406.07 ms
[2021-03-20 17:45:39 main:574] : INFO : Epoch 1908 | loss: 0.0312091 | val_loss: 0.0312132 | Time: 1407 ms
[2021-03-20 17:45:41 main:574] : INFO : Epoch 1909 | loss: 0.0312087 | val_loss: 0.0312129 | Time: 1408.37 ms
[2021-03-20 17:45:42 main:574] : INFO : Epoch 1910 | loss: 0.0312083 | val_loss: 0.0312124 | Time: 1403.49 ms
[2021-03-20 17:45:44 main:574] : INFO : Epoch 1911 | loss: 0.0312079 | val_loss: 0.0312119 | Time: 1417.77 ms
[2021-03-20 17:45:45 main:574] : INFO : Epoch 1912 | loss: 0.0312076 | val_loss: 0.0312116 | Time: 1415.26 ms
[2021-03-20 17:45:46 main:574] : INFO : Epoch 1913 | loss: 0.031207 | val_loss: 0.0312114 | Time: 1419.17 ms
[2021-03-20 17:45:48 main:574] : INFO : Epoch 1914 | loss: 0.0312065 | val_loss: 0.0312112 | Time: 1410.99 ms
[2021-03-20 17:45:49 main:574] : INFO : Epoch 1915 | loss: 0.0312065 | val_loss: 0.0312123 | Time: 1411.43 ms
[2021-03-20 17:45:51 main:574] : INFO : Epoch 1916 | loss: 0.0312062 | val_loss: 0.0312117 | Time: 1402.12 ms
[2021-03-20 17:45:52 main:574] : INFO : Epoch 1917 | loss: 0.0312057 | val_loss: 0.0312103 | Time: 1405 ms
[2021-03-20 17:45:53 main:574] : INFO : Epoch 1918 | loss: 0.0312051 | val_loss: 0.0312093 | Time: 1409.48 ms
[2021-03-20 17:45:55 main:574] : INFO : Epoch 1919 | loss: 0.0312047 | val_loss: 0.0312095 | Time: 1428.25 ms
[2021-03-20 17:45:56 main:574] : INFO : Epoch 1920 | loss: 0.0312043 | val_loss: 0.0312101 | Time: 1422.12 ms
[2021-03-20 17:45:58 main:574] : INFO : Epoch 1921 | loss: 0.031204 | val_loss: 0.0312102 | Time: 1430.16 ms
[2021-03-20 17:45:59 main:574] : INFO : Epoch 1922 | loss: 0.031204 | val_loss: 0.0312087 | Time: 1414.96 ms
[2021-03-20 17:46:01 main:574] : INFO : Epoch 1923 | loss: 0.0312026 | val_loss: 0.031208 | Time: 1408.07 ms
[2021-03-20 17:46:02 main:574] : INFO : Epoch 1924 | loss: 0.0312021 | val_loss: 0.0312066 | Time: 1409.07 ms
[2021-03-20 17:46:04 main:574] : INFO : Epoch 1925 | loss: 0.0312013 | val_loss: 0.0312061 | Time: 1499.9 ms
[2021-03-20 17:46:05 main:574] : INFO : Epoch 1926 | loss: 0.0312021 | val_loss: 0.0312071 | Time: 1470.94 ms
[2021-03-20 17:46:06 main:574] : INFO : Epoch 1927 | loss: 0.0312019 | val_loss: 0.0312048 | Time: 1483.17 ms
[2021-03-20 17:46:08 main:574] : INFO : Epoch 1928 | loss: 0.0312006 | val_loss: 0.031204 | Time: 1483.58 ms
[2021-03-20 17:46:09 main:574] : INFO : Epoch 1929 | loss: 0.0312002 | val_loss: 0.0312037 | Time: 1464.79 ms
[2021-03-20 17:46:11 main:574] : INFO : Epoch 1930 | loss: 0.0311999 | val_loss: 0.0312033 | Time: 1450.95 ms
[2021-03-20 17:46:12 main:574] : INFO : Epoch 1931 | loss: 0.0311998 | val_loss: 0.0312033 | Time: 1468.77 ms
[2021-03-20 17:46:14 main:574] : INFO : Epoch 1932 | loss: 0.0311994 | val_loss: 0.0312035 | Time: 1450.11 ms
[2021-03-20 17:46:15 main:574] : INFO : Epoch 1933 | loss: 0.0311995 | val_loss: 0.0312035 | Time: 1467.66 ms
[2021-03-20 17:46:17 main:574] : INFO : Epoch 1934 | loss: 0.031199 | val_loss: 0.0312034 | Time: 1456.61 ms
[2021-03-20 17:46:18 main:574] : INFO : Epoch 1935 | loss: 0.0311989 | val_loss: 0.0312033 | Time: 1459.49 ms
[2021-03-20 17:46:20 main:574] : INFO : Epoch 1936 | loss: 0.0311985 | val_loss: 0.0312033 | Time: 1467.34 ms
[2021-03-20 17:46:21 main:574] : INFO : Epoch 1937 | loss: 0.0311981 | val_loss: 0.0312034 | Time: 1464.38 ms
[2021-03-20 17:46:23 main:574] : INFO : Epoch 1938 | loss: 0.0311979 | val_loss: 0.0312033 | Time: 1480.9 ms
[2021-03-20 17:46:24 main:574] : INFO : Epoch 1939 | loss: 0.0311978 | val_loss: 0.0312035 | Time: 1459.68 ms
[2021-03-20 17:46:26 main:574] : INFO : Epoch 1940 | loss: 0.0311974 | val_loss: 0.0312038 | Time: 1461.79 ms
[2021-03-20 17:46:27 main:574] : INFO : Epoch 1941 | loss: 0.0311978 | val_loss: 0.0312028 | Time: 1455.67 ms
[2021-03-20 17:46:29 main:574] : INFO : Epoch 1942 | loss: 0.0311968 | val_loss: 0.0312028 | Time: 1472.64 ms
[2021-03-20 17:46:30 main:574] : INFO : Epoch 1943 | loss: 0.0311966 | val_loss: 0.0312028 | Time: 1450.51 ms
[2021-03-20 17:46:31 main:574] : INFO : Epoch 1944 | loss: 0.0311965 | val_loss: 0.0312033 | Time: 1444.37 ms
[2021-03-20 17:46:33 main:574] : INFO : Epoch 1945 | loss: 0.0311971 | val_loss: 0.031204 | Time: 1446.84 ms
[2021-03-20 17:46:34 main:574] : INFO : Epoch 1946 | loss: 0.0311963 | val_loss: 0.0312031 | Time: 1454.43 ms
[2021-03-20 17:46:36 main:574] : INFO : Epoch 1947 | loss: 0.0311962 | val_loss: 0.0312027 | Time: 1448.28 ms
[2021-03-20 17:46:37 main:574] : INFO : Epoch 1948 | loss: 0.031196 | val_loss: 0.0312028 | Time: 1447.12 ms
[2021-03-20 17:46:39 main:574] : INFO : Epoch 1949 | loss: 0.0311958 | val_loss: 0.0312021 | Time: 1470.16 ms
[2021-03-20 17:46:40 main:574] : INFO : Epoch 1950 | loss: 0.0311951 | val_loss: 0.0312018 | Time: 1458.77 ms
[2021-03-20 17:46:42 main:574] : INFO : Epoch 1951 | loss: 0.031195 | val_loss: 0.0312018 | Time: 1459.99 ms
[2021-03-20 17:46:43 main:574] : INFO : Epoch 1952 | loss: 0.031196 | val_loss: 0.0312012 | Time: 1462.05 ms
[2021-03-20 17:46:45 main:574] : INFO : Epoch 1953 | loss: 0.0311955 | val_loss: 0.0312009 | Time: 1451.45 ms
[2021-03-20 17:46:46 main:574] : INFO : Epoch 1954 | loss: 0.0311953 | val_loss: 0.0312005 | Time: 1448.69 ms
[2021-03-20 17:46:48 main:574] : INFO : Epoch 1955 | loss: 0.0311948 | val_loss: 0.0312013 | Time: 1448.31 ms
[2021-03-20 17:46:49 main:574] : INFO : Epoch 1956 | loss: 0.0311948 | val_loss: 0.0312008 | Time: 1445.36 ms
[2021-03-20 17:46:51 main:574] : INFO : Epoch 1957 | loss: 0.0311942 | val_loss: 0.0312005 | Time: 1455.67 ms
[2021-03-20 17:46:52 main:574] : INFO : Epoch 1958 | loss: 0.0311942 | val_loss: 0.0312002 | Time: 1452.53 ms
[2021-03-20 17:46:53 main:574] : INFO : Epoch 1959 | loss: 0.0311946 | val_loss: 0.0311998 | Time: 1468.71 ms
[2021-03-20 17:46:55 main:574] : INFO : Epoch 1960 | loss: 0.031194 | val_loss: 0.0312001 | Time: 1458.5 ms
[2021-03-20 17:46:56 main:574] : INFO : Epoch 1961 | loss: 0.0311939 | val_loss: 0.031201 | Time: 1454.62 ms
[2021-03-20 17:46:58 main:574] : INFO : Epoch 1962 | loss: 0.0311942 | val_loss: 0.0312011 | Time: 1454.77 ms
[2021-03-20 17:46:59 main:574] : INFO : Epoch 1963 | loss: 0.0311939 | val_loss: 0.0312005 | Time: 1455.07 ms
[2021-03-20 17:47:01 main:574] : INFO : Epoch 1964 | loss: 0.0311936 | val_loss: 0.0312007 | Time: 1468.15 ms
[2021-03-20 17:47:02 main:574] : INFO : Epoch 1965 | loss: 0.0311932 | val_loss: 0.0312001 | Time: 1457.31 ms
[2021-03-20 17:47:04 main:574] : INFO : Epoch 1966 | loss: 0.0311934 | val_loss: 0.0311993 | Time: 1463.25 ms
[2021-03-20 17:47:05 main:574] : INFO : Epoch 1967 | loss: 0.0311929 | val_loss: 0.0311992 | Time: 1461.47 ms
[2021-03-20 17:47:07 main:574] : INFO : Epoch 1968 | loss: 0.0311926 | val_loss: 0.0311997 | Time: 1458.3 ms
[2021-03-20 17:47:08 main:574] : INFO : Epoch 1969 | loss: 0.0311924 | val_loss: 0.0311992 | Time: 1457.69 ms
[2021-03-20 17:47:10 main:574] : INFO : Epoch 1970 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 1458.37 ms
[2021-03-20 17:47:11 main:574] : INFO : Epoch 1971 | loss: 0.0311923 | val_loss: 0.0311989 | Time: 1453.3 ms
[2021-03-20 17:47:13 main:574] : INFO : Epoch 1972 | loss: 0.0311926 | val_loss: 0.0311987 | Time: 1458.41 ms
[2021-03-20 17:47:14 main:574] : INFO : Epoch 1973 | loss: 0.0311925 | val_loss: 0.0311989 | Time: 1453.34 ms
[2021-03-20 17:47:15 main:574] : INFO : Epoch 1974 | loss: 0.031191 | val_loss: 0.0311982 | Time: 1452.45 ms
[2021-03-20 17:47:17 main:574] : INFO : Epoch 1975 | loss: 0.0311905 | val_loss: 0.0311983 | Time: 1448.96 ms
[2021-03-20 17:47:18 main:574] : INFO : Epoch 1976 | loss: 0.031191 | val_loss: 0.0311992 | Time: 1466.86 ms
[2021-03-20 17:47:20 main:574] : INFO : Epoch 1977 | loss: 0.0311913 | val_loss: 0.0311995 | Time: 1455.78 ms
[2021-03-20 17:47:21 main:574] : INFO : Epoch 1978 | loss: 0.031191 | val_loss: 0.0311984 | Time: 1458.44 ms
[2021-03-20 17:47:23 main:574] : INFO : Epoch 1979 | loss: 0.0311907 | val_loss: 0.0311984 | Time: 1457.65 ms
[2021-03-20 17:47:24 main:574] : INFO : Epoch 1980 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 1512.34 ms
[2021-03-20 17:47:26 main:574] : INFO : Epoch 1981 | loss: 0.0311902 | val_loss: 0.0311979 | Time: 1465.15 ms
[2021-03-20 17:47:27 main:574] : INFO : Epoch 1982 | loss: 0.0311901 | val_loss: 0.0311992 | Time: 1483.38 ms
[2021-03-20 17:47:29 main:574] : INFO : Epoch 1983 | loss: 0.0311898 | val_loss: 0.0311987 | Time: 1520.47 ms
[2021-03-20 17:47:30 main:574] : INFO : Epoch 1984 | loss: 0.0311896 | val_loss: 0.0311986 | Time: 1509.75 ms
[2021-03-20 17:47:32 main:574] : INFO : Epoch 1985 | loss: 0.0311894 | val_loss: 0.0311984 | Time: 1479.69 ms
[2021-03-20 17:47:33 main:574] : INFO : Epoch 1986 | loss: 0.0311893 | val_loss: 0.0311988 | Time: 1462.8 ms
[2021-03-20 17:47:35 main:574] : INFO : Epoch 1987 | loss: 0.0311896 | val_loss: 0.0311991 | Time: 1475.87 ms
[2021-03-20 17:47:36 main:574] : INFO : Epoch 1988 | loss: 0.0311894 | val_loss: 0.0311969 | Time: 1457.1 ms
[2021-03-20 17:47:38 main:574] : INFO : Epoch 1989 | loss: 0.0311887 | val_loss: 0.0311971 | Time: 1493.76 ms
[2021-03-20 17:47:39 main:574] : INFO : Epoch 1990 | loss: 0.0311879 | val_loss: 0.031197 | Time: 1528.02 ms
[2021-03-20 17:47:41 main:574] : INFO : Epoch 1991 | loss: 0.031188 | val_loss: 0.0311967 | Time: 1582.01 ms
[2021-03-20 17:47:42 main:574] : INFO : Epoch 1992 | loss: 0.0311874 | val_loss: 0.0311964 | Time: 1620.15 ms
[2021-03-20 17:47:44 main:574] : INFO : Epoch 1993 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 1649.16 ms
[2021-03-20 17:47:46 main:574] : INFO : Epoch 1994 | loss: 0.0311871 | val_loss: 0.0311977 | Time: 1554.43 ms
[2021-03-20 17:47:47 main:574] : INFO : Epoch 1995 | loss: 0.0311875 | val_loss: 0.031197 | Time: 1484.68 ms
[2021-03-20 17:47:49 main:574] : INFO : Epoch 1996 | loss: 0.0311871 | val_loss: 0.0311973 | Time: 1522.4 ms
[2021-03-20 17:47:50 main:574] : INFO : Epoch 1997 | loss: 0.0311885 | val_loss: 0.0311978 | Time: 1456.81 ms
[2021-03-20 17:47:52 main:574] : INFO : Epoch 1998 | loss: 0.0311892 | val_loss: 0.0311977 | Time: 1470.82 ms
[2021-03-20 17:47:53 main:574] : INFO : Epoch 1999 | loss: 0.0311891 | val_loss: 0.0311987 | Time: 1448.3 ms
[2021-03-20 17:47:55 main:574] : INFO : Epoch 2000 | loss: 0.0311894 | val_loss: 0.0311973 | Time: 1437.03 ms
[2021-03-20 17:47:56 main:574] : INFO : Epoch 2001 | loss: 0.0311889 | val_loss: 0.0311971 | Time: 1496.06 ms
[2021-03-20 17:47:58 main:574] : INFO : Epoch 2002 | loss: 0.0311878 | val_loss: 0.0311965 | Time: 1447.51 ms
[2021-03-20 17:47:59 main:574] : INFO : Epoch 2003 | loss: 0.0311878 | val_loss: 0.0311964 | Time: 1442.28 ms
[2021-03-20 17:48:00 main:574] : INFO : Epoch 2004 | loss: 0.0311878 | val_loss: 0.0311972 | Time: 1428.66 ms
[2021-03-20 17:48:02 main:574] : INFO : Epoch 2005 | loss: 0.0311872 | val_loss: 0.0311963 | Time: 1443.02 ms
[2021-03-20 17:48:03 main:574] : INFO : Epoch 2006 | loss: 0.0311874 | val_loss: 0.0311972 | Time: 1433.17 ms
[2021-03-20 17:48:05 main:574] : INFO : Epoch 2007 | loss: 0.031187 | val_loss: 0.0311955 | Time: 1441.8 ms
[2021-03-20 17:48:06 main:574] : INFO : Epoch 2008 | loss: 0.0311865 | val_loss: 0.0311952 | Time: 1445.69 ms
[2021-03-20 17:48:08 main:574] : INFO : Epoch 2009 | loss: 0.031186 | val_loss: 0.0311955 | Time: 1507.94 ms
[2021-03-20 17:48:09 main:574] : INFO : Epoch 2010 | loss: 0.0311859 | val_loss: 0.0311947 | Time: 1552.33 ms
[2021-03-20 17:48:11 main:574] : INFO : Epoch 2011 | loss: 0.0311853 | val_loss: 0.031195 | Time: 1473 ms
[2021-03-20 17:48:12 main:574] : INFO : Epoch 2012 | loss: 0.0311848 | val_loss: 0.0311949 | Time: 1473.08 ms
[2021-03-20 17:48:14 main:574] : INFO : Epoch 2013 | loss: 0.0311846 | val_loss: 0.0311954 | Time: 1490.81 ms
[2021-03-20 17:48:15 main:574] : INFO : Epoch 2014 | loss: 0.0311843 | val_loss: 0.0311957 | Time: 1484.14 ms
[2021-03-20 17:48:17 main:574] : INFO : Epoch 2015 | loss: 0.031184 | val_loss: 0.0311964 | Time: 1485.85 ms
[2021-03-20 17:48:18 main:574] : INFO : Epoch 2016 | loss: 0.0311846 | val_loss: 0.0311964 | Time: 1432.61 ms
[2021-03-20 17:48:20 main:574] : INFO : Epoch 2017 | loss: 0.0311844 | val_loss: 0.0312027 | Time: 1423.04 ms
[2021-03-20 17:48:21 main:574] : INFO : Epoch 2018 | loss: 0.0311847 | val_loss: 0.0311962 | Time: 1431.8 ms
[2021-03-20 17:48:23 main:574] : INFO : Epoch 2019 | loss: 0.0311834 | val_loss: 0.0311959 | Time: 1438.7 ms
[2021-03-20 17:48:24 main:574] : INFO : Epoch 2020 | loss: 0.0311833 | val_loss: 0.0311958 | Time: 1439.53 ms
[2021-03-20 17:48:25 main:574] : INFO : Epoch 2021 | loss: 0.0311842 | val_loss: 0.0311965 | Time: 1417.44 ms
[2021-03-20 17:48:27 main:574] : INFO : Epoch 2022 | loss: 0.031184 | val_loss: 0.0311954 | Time: 1436.3 ms
[2021-03-20 17:48:28 main:574] : INFO : Epoch 2023 | loss: 0.0311846 | val_loss: 0.0311958 | Time: 1426.22 ms
[2021-03-20 17:48:30 main:574] : INFO : Epoch 2024 | loss: 0.0311833 | val_loss: 0.0311969 | Time: 1418.38 ms
[2021-03-20 17:48:31 main:574] : INFO : Epoch 2025 | loss: 0.0311843 | val_loss: 0.0311961 | Time: 1418.23 ms
[2021-03-20 17:48:33 main:574] : INFO : Epoch 2026 | loss: 0.0311829 | val_loss: 0.0311962 | Time: 1427.82 ms
[2021-03-20 17:48:34 main:574] : INFO : Epoch 2027 | loss: 0.0311824 | val_loss: 0.0311963 | Time: 1412.01 ms
[2021-03-20 17:48:35 main:574] : INFO : Epoch 2028 | loss: 0.0311823 | val_loss: 0.0311965 | Time: 1427.95 ms
[2021-03-20 17:48:37 main:574] : INFO : Epoch 2029 | loss: 0.0311818 | val_loss: 0.031197 | Time: 1406.5 ms
[2021-03-20 17:48:38 main:574] : INFO : Epoch 2030 | loss: 0.0311816 | val_loss: 0.031195 | Time: 1419.36 ms
[2021-03-20 17:48:40 main:574] : INFO : Epoch 2031 | loss: 0.0311816 | val_loss: 0.0311949 | Time: 1430.81 ms
[2021-03-20 17:48:41 main:574] : INFO : Epoch 2032 | loss: 0.0311807 | val_loss: 0.0311933 | Time: 1414.03 ms
[2021-03-20 17:48:43 main:574] : INFO : Epoch 2033 | loss: 0.0311804 | val_loss: 0.0311935 | Time: 1409 ms
[2021-03-20 17:48:44 main:574] : INFO : Epoch 2034 | loss: 0.0311799 | val_loss: 0.0311932 | Time: 1410.21 ms
[2021-03-20 17:48:45 main:574] : INFO : Epoch 2035 | loss: 0.0311799 | val_loss: 0.0311934 | Time: 1456.78 ms
[2021-03-20 17:48:47 main:574] : INFO : Epoch 2036 | loss: 0.0311801 | val_loss: 0.0311941 | Time: 1444.84 ms
[2021-03-20 17:48:48 main:574] : INFO : Epoch 2037 | loss: 0.0311807 | val_loss: 0.0311929 | Time: 1430.96 ms
[2021-03-20 17:48:50 main:574] : INFO : Epoch 2038 | loss: 0.0311802 | val_loss: 0.0311933 | Time: 1449.96 ms
[2021-03-20 17:48:51 main:574] : INFO : Epoch 2039 | loss: 0.0311797 | val_loss: 0.0311928 | Time: 1409.36 ms
[2021-03-20 17:48:53 main:574] : INFO : Epoch 2040 | loss: 0.0311796 | val_loss: 0.0311937 | Time: 1575.21 ms
[2021-03-20 17:48:54 main:574] : INFO : Epoch 2041 | loss: 0.0311792 | val_loss: 0.031193 | Time: 1453.21 ms
[2021-03-20 17:48:56 main:574] : INFO : Epoch 2042 | loss: 0.031179 | val_loss: 0.0311935 | Time: 1423.51 ms
[2021-03-20 17:48:57 main:574] : INFO : Epoch 2043 | loss: 0.0311788 | val_loss: 0.0311927 | Time: 1477.96 ms
[2021-03-20 17:48:59 main:574] : INFO : Epoch 2044 | loss: 0.0311784 | val_loss: 0.0311927 | Time: 1604.31 ms
[2021-03-20 17:49:00 main:574] : INFO : Epoch 2045 | loss: 0.0311789 | val_loss: 0.0311934 | Time: 1570.41 ms
[2021-03-20 17:49:02 main:574] : INFO : Epoch 2046 | loss: 0.0311792 | val_loss: 0.0311927 | Time: 1539.19 ms
[2021-03-20 17:49:03 main:574] : INFO : Epoch 2047 | loss: 0.0311778 | val_loss: 0.0311935 | Time: 1536.44 ms
[2021-03-20 17:49:05 main:574] : INFO : Epoch 2048 | loss: 0.0311789 | val_loss: 0.0311966 | Time: 1573.14 ms
[2021-03-20 17:49:05 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311966
[2021-03-20 17:49:05 main:603] : INFO : Saving end state to config to file
[2021-03-20 17:49:05 main:608] : INFO : Success, exiting..
17:49:05 (11296): 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)