Task 10212809
| Name | ParityModified-1639949325-23327-0_1 |
| Workunit | 7380674 |
| Created | 26 Dec 2021, 18:25:50 UTC |
| Sent | 26 Dec 2021, 18:43:32 UTC |
| Report deadline | 3 Jan 2022, 18:43:32 UTC |
| Received | 27 Dec 2021, 13:27:55 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 16383 |
| Run time | 54 min 34 sec |
| CPU time | 53 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,468.33 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0310019 | val_loss: 0.0313247 | Time: 1553.08 ms
[2021-12-27 14:14:06 main:574] : INFO : Epoch 1543 | loss: 0.0309939 | val_loss: 0.031331 | Time: 1525.15 ms
[2021-12-27 14:14:07 main:574] : INFO : Epoch 1544 | loss: 0.0309994 | val_loss: 0.0313042 | Time: 1522.48 ms
[2021-12-27 14:14:09 main:574] : INFO : Epoch 1545 | loss: 0.0309923 | val_loss: 0.0313218 | Time: 1532.39 ms
[2021-12-27 14:14:10 main:574] : INFO : Epoch 1546 | loss: 0.0309959 | val_loss: 0.0312914 | Time: 1552.19 ms
[2021-12-27 14:14:12 main:574] : INFO : Epoch 1547 | loss: 0.0310027 | val_loss: 0.0313016 | Time: 1575.15 ms
[2021-12-27 14:14:13 main:574] : INFO : Epoch 1548 | loss: 0.0310083 | val_loss: 0.031307 | Time: 1563.88 ms
[2021-12-27 14:14:15 main:574] : INFO : Epoch 1549 | loss: 0.0309949 | val_loss: 0.0313213 | Time: 1586.79 ms
[2021-12-27 14:14:16 main:574] : INFO : Epoch 1550 | loss: 0.0309969 | val_loss: 0.0313051 | Time: 1562.13 ms
[2021-12-27 14:14:18 main:574] : INFO : Epoch 1551 | loss: 0.031005 | val_loss: 0.0312946 | Time: 1561.11 ms
[2021-12-27 14:14:20 main:574] : INFO : Epoch 1552 | loss: 0.0310001 | val_loss: 0.0313164 | Time: 1573.37 ms
[2021-12-27 14:14:21 main:574] : INFO : Epoch 1553 | loss: 0.0310107 | val_loss: 0.031296 | Time: 1538.35 ms
[2021-12-27 14:14:23 main:574] : INFO : Epoch 1554 | loss: 0.0310004 | val_loss: 0.0313004 | Time: 1611.56 ms
[2021-12-27 14:14:24 main:574] : INFO : Epoch 1555 | loss: 0.0309988 | val_loss: 0.0313106 | Time: 1608.73 ms
[2021-12-27 14:14:26 main:574] : INFO : Epoch 1556 | loss: 0.0309952 | val_loss: 0.0312956 | Time: 1560.56 ms
[2021-12-27 14:14:28 main:574] : INFO : Epoch 1557 | loss: 0.0309956 | val_loss: 0.0313187 | Time: 1614.37 ms
[2021-12-27 14:14:29 main:574] : INFO : Epoch 1558 | loss: 0.0309935 | val_loss: 0.0312923 | Time: 1619.71 ms
[2021-12-27 14:14:31 main:574] : INFO : Epoch 1559 | loss: 0.0310027 | val_loss: 0.0313308 | Time: 1604.19 ms
[2021-12-27 14:14:32 main:574] : INFO : Epoch 1560 | loss: 0.0310133 | val_loss: 0.031297 | Time: 1582.81 ms
[2021-12-27 14:14:34 main:574] : INFO : Epoch 1561 | loss: 0.0309996 | val_loss: 0.0312945 | Time: 1606.25 ms
[2021-12-27 14:14:36 main:574] : INFO : Epoch 1562 | loss: 0.0309989 | val_loss: 0.0313462 | Time: 1567.79 ms
[2021-12-27 14:14:37 main:574] : INFO : Epoch 1563 | loss: 0.0310068 | val_loss: 0.0312757 | Time: 1593.04 ms
[2021-12-27 14:14:39 main:574] : INFO : Epoch 1564 | loss: 0.0310049 | val_loss: 0.0313168 | Time: 1555.88 ms
[2021-12-27 14:14:40 main:574] : INFO : Epoch 1565 | loss: 0.0310028 | val_loss: 0.0312797 | Time: 1535.64 ms
[2021-12-27 14:14:42 main:574] : INFO : Epoch 1566 | loss: 0.0309961 | val_loss: 0.0313377 | Time: 1606.11 ms
[2021-12-27 14:14:43 main:574] : INFO : Epoch 1567 | loss: 0.0309976 | val_loss: 0.0313028 | Time: 1603.31 ms
[2021-12-27 14:14:45 main:574] : INFO : Epoch 1568 | loss: 0.0309986 | val_loss: 0.0312765 | Time: 1524.06 ms
[2021-12-27 14:14:46 main:574] : INFO : Epoch 1569 | loss: 0.0309929 | val_loss: 0.0312941 | Time: 1521.95 ms
[2021-12-27 14:14:48 main:574] : INFO : Epoch 1570 | loss: 0.0309967 | val_loss: 0.0312997 | Time: 1581.08 ms
[2021-12-27 14:14:50 main:574] : INFO : Epoch 1571 | loss: 0.0309951 | val_loss: 0.0313213 | Time: 1612.29 ms
[2021-12-27 14:14:51 main:574] : INFO : Epoch 1572 | loss: 0.0310049 | val_loss: 0.0312997 | Time: 1609.54 ms
[2021-12-27 14:14:53 main:574] : INFO : Epoch 1573 | loss: 0.0310138 | val_loss: 0.0312787 | Time: 1599.81 ms
[2021-12-27 14:14:54 main:574] : INFO : Epoch 1574 | loss: 0.0309969 | val_loss: 0.0313159 | Time: 1586.59 ms
[2021-12-27 14:14:56 main:574] : INFO : Epoch 1575 | loss: 0.0309928 | val_loss: 0.0313019 | Time: 1621.24 ms
[2021-12-27 14:14:58 main:574] : INFO : Epoch 1576 | loss: 0.0309991 | val_loss: 0.0312884 | Time: 1608.23 ms
[2021-12-27 14:14:59 main:574] : INFO : Epoch 1577 | loss: 0.0309991 | val_loss: 0.0313071 | Time: 1595.93 ms
[2021-12-27 14:15:01 main:574] : INFO : Epoch 1578 | loss: 0.0310026 | val_loss: 0.0313197 | Time: 1639.34 ms
[2021-12-27 14:15:03 main:574] : INFO : Epoch 1579 | loss: 0.0310045 | val_loss: 0.0312901 | Time: 1597.98 ms
[2021-12-27 14:15:04 main:574] : INFO : Epoch 1580 | loss: 0.0309935 | val_loss: 0.0313016 | Time: 1632.55 ms
[2021-12-27 14:15:06 main:574] : INFO : Epoch 1581 | loss: 0.0309868 | val_loss: 0.0313496 | Time: 1637.73 ms
[2021-12-27 14:15:07 main:574] : INFO : Epoch 1582 | loss: 0.0309873 | val_loss: 0.0312981 | Time: 1597.58 ms
[2021-12-27 14:15:09 main:574] : INFO : Epoch 1583 | loss: 0.0309915 | val_loss: 0.0313112 | Time: 1612.98 ms
[2021-12-27 14:15:11 main:574] : INFO : Epoch 1584 | loss: 0.0309944 | val_loss: 0.0312999 | Time: 1655.75 ms
[2021-12-27 14:15:12 main:574] : INFO : Epoch 1585 | loss: 0.0309955 | val_loss: 0.0313074 | Time: 1673.58 ms
[2021-12-27 14:15:14 main:574] : INFO : Epoch 1586 | loss: 0.0309958 | val_loss: 0.031319 | Time: 1672.9 ms
[2021-12-27 14:15:16 main:574] : INFO : Epoch 1587 | loss: 0.0309963 | val_loss: 0.031344 | Time: 1661.86 ms
[2021-12-27 14:15:17 main:574] : INFO : Epoch 1588 | loss: 0.0310036 | val_loss: 0.0312987 | Time: 1673.68 ms
[2021-12-27 14:15:19 main:574] : INFO : Epoch 1589 | loss: 0.030998 | val_loss: 0.0313387 | Time: 1654.17 ms
[2021-12-27 14:15:21 main:574] : INFO : Epoch 1590 | loss: 0.0310001 | val_loss: 0.0312887 | Time: 1651.08 ms
[2021-12-27 14:15:22 main:574] : INFO : Epoch 1591 | loss: 0.0309981 | val_loss: 0.0313341 | Time: 1656.04 ms
[2021-12-27 14:15:24 main:574] : INFO : Epoch 1592 | loss: 0.0309979 | val_loss: 0.0313192 | Time: 1625.1 ms
[2021-12-27 14:15:26 main:574] : INFO : Epoch 1593 | loss: 0.0309996 | val_loss: 0.0313017 | Time: 1606.91 ms
[2021-12-27 14:15:27 main:574] : INFO : Epoch 1594 | loss: 0.0309965 | val_loss: 0.0312906 | Time: 1607.34 ms
[2021-12-27 14:15:29 main:574] : INFO : Epoch 1595 | loss: 0.0309985 | val_loss: 0.0313244 | Time: 1603.61 ms
[2021-12-27 14:15:30 main:574] : INFO : Epoch 1596 | loss: 0.0310017 | val_loss: 0.0313076 | Time: 1604.83 ms
[2021-12-27 14:15:32 main:574] : INFO : Epoch 1597 | loss: 0.0310053 | val_loss: 0.0313022 | Time: 1603.02 ms
[2021-12-27 14:15:34 main:574] : INFO : Epoch 1598 | loss: 0.030995 | val_loss: 0.0313077 | Time: 1608.78 ms
[2021-12-27 14:15:35 main:574] : INFO : Epoch 1599 | loss: 0.0309931 | val_loss: 0.0313205 | Time: 1605.86 ms
[2021-12-27 14:15:37 main:574] : INFO : Epoch 1600 | loss: 0.0309962 | val_loss: 0.031303 | Time: 1607.61 ms
[2021-12-27 14:15:38 main:574] : INFO : Epoch 1601 | loss: 0.0309942 | val_loss: 0.031309 | Time: 1603.71 ms
[2021-12-27 14:15:40 main:574] : INFO : Epoch 1602 | loss: 0.0309949 | val_loss: 0.0313043 | Time: 1605.86 ms
[2021-12-27 14:15:42 main:574] : INFO : Epoch 1603 | loss: 0.0309963 | val_loss: 0.0313062 | Time: 1605.56 ms
[2021-12-27 14:15:43 main:574] : INFO : Epoch 1604 | loss: 0.0309941 | val_loss: 0.0312985 | Time: 1605.88 ms
[2021-12-27 14:15:45 main:574] : INFO : Epoch 1605 | loss: 0.0309995 | val_loss: 0.0312868 | Time: 1603.62 ms
[2021-12-27 14:15:47 main:574] : INFO : Epoch 1606 | loss: 0.0310058 | val_loss: 0.0312912 | Time: 1638.51 ms
[2021-12-27 14:15:48 main:574] : INFO : Epoch 1607 | loss: 0.031002 | val_loss: 0.0312958 | Time: 1655.13 ms
[2021-12-27 14:15:50 main:574] : INFO : Epoch 1608 | loss: 0.0310036 | val_loss: 0.0312944 | Time: 1656.34 ms
[2021-12-27 14:15:52 main:574] : INFO : Epoch 1609 | loss: 0.0310025 | val_loss: 0.0313004 | Time: 1656.77 ms
[2021-12-27 14:15:53 main:574] : INFO : Epoch 1610 | loss: 0.0310056 | val_loss: 0.0313013 | Time: 1661.02 ms
[2021-12-27 14:15:55 main:574] : INFO : Epoch 1611 | loss: 0.0310004 | val_loss: 0.0313275 | Time: 1655.27 ms
[2021-12-27 14:15:56 main:574] : INFO : Epoch 1612 | loss: 0.0310043 | val_loss: 0.0313223 | Time: 1644.36 ms
[2021-12-27 14:15:58 main:574] : INFO : Epoch 1613 | loss: 0.0310124 | val_loss: 0.0312944 | Time: 1624.47 ms
[2021-12-27 14:16:00 main:574] : INFO : Epoch 1614 | loss: 0.0309918 | val_loss: 0.031297 | Time: 1606.71 ms
[2021-12-27 14:16:01 main:574] : INFO : Epoch 1615 | loss: 0.0310035 | val_loss: 0.0313281 | Time: 1603.37 ms
[2021-12-27 14:16:03 main:574] : INFO : Epoch 1616 | loss: 0.0310033 | val_loss: 0.0313027 | Time: 1609.33 ms
[2021-12-27 14:16:05 main:574] : INFO : Epoch 1617 | loss: 0.0309978 | val_loss: 0.0313084 | Time: 1604.38 ms
[2021-12-27 14:16:06 main:574] : INFO : Epoch 1618 | loss: 0.0309933 | val_loss: 0.0313032 | Time: 1607.51 ms
[2021-12-27 14:16:08 main:574] : INFO : Epoch 1619 | loss: 0.0309984 | val_loss: 0.0313021 | Time: 1608.24 ms
[2021-12-27 14:16:09 main:574] : INFO : Epoch 1620 | loss: 0.0310047 | val_loss: 0.0312885 | Time: 1602.81 ms
[2021-12-27 14:16:11 main:574] : INFO : Epoch 1621 | loss: 0.0309954 | val_loss: 0.0313027 | Time: 1603.01 ms
[2021-12-27 14:16:13 main:574] : INFO : Epoch 1622 | loss: 0.0309971 | val_loss: 0.031307 | Time: 1608.14 ms
[2021-12-27 14:16:14 main:574] : INFO : Epoch 1623 | loss: 0.0309924 | val_loss: 0.0313063 | Time: 1606.56 ms
[2021-12-27 14:16:16 main:574] : INFO : Epoch 1624 | loss: 0.0309988 | val_loss: 0.0312766 | Time: 1604.19 ms
[2021-12-27 14:16:17 main:574] : INFO : Epoch 1625 | loss: 0.0310004 | val_loss: 0.0312894 | Time: 1602.8 ms
[2021-12-27 14:16:19 main:574] : INFO : Epoch 1626 | loss: 0.0310074 | val_loss: 0.031285 | Time: 1603.35 ms
[2021-12-27 14:16:21 main:574] : INFO : Epoch 1627 | loss: 0.0309932 | val_loss: 0.0313 | Time: 1608.37 ms
[2021-12-27 14:16:22 main:574] : INFO : Epoch 1628 | loss: 0.0309949 | val_loss: 0.0312998 | Time: 1609.34 ms
[2021-12-27 14:16:24 main:574] : INFO : Epoch 1629 | loss: 0.030996 | val_loss: 0.031305 | Time: 1604.92 ms
[2021-12-27 14:16:25 main:574] : INFO : Epoch 1630 | loss: 0.0310089 | val_loss: 0.0312763 | Time: 1612.97 ms
[2021-12-27 14:16:27 main:574] : INFO : Epoch 1631 | loss: 0.030997 | val_loss: 0.0313007 | Time: 1603.74 ms
[2021-12-27 14:16:29 main:574] : INFO : Epoch 1632 | loss: 0.0309933 | val_loss: 0.0313237 | Time: 1605.47 ms
[2021-12-27 14:16:30 main:574] : INFO : Epoch 1633 | loss: 0.0309931 | val_loss: 0.0313088 | Time: 1604.2 ms
[2021-12-27 14:16:32 main:574] : INFO : Epoch 1634 | loss: 0.0309983 | val_loss: 0.0313156 | Time: 1606.28 ms
[2021-12-27 14:16:34 main:574] : INFO : Epoch 1635 | loss: 0.0309957 | val_loss: 0.0312871 | Time: 1607.19 ms
[2021-12-27 14:16:35 main:574] : INFO : Epoch 1636 | loss: 0.0310003 | val_loss: 0.0312924 | Time: 1607.21 ms
[2021-12-27 14:16:37 main:574] : INFO : Epoch 1637 | loss: 0.0310057 | val_loss: 0.0313362 | Time: 1604.51 ms
[2021-12-27 14:16:38 main:574] : INFO : Epoch 1638 | loss: 0.031009 | val_loss: 0.0312646 | Time: 1603.71 ms
[2021-12-27 14:16:40 main:574] : INFO : Epoch 1639 | loss: 0.0310102 | val_loss: 0.031287 | Time: 1605.33 ms
[2021-12-27 14:16:42 main:574] : INFO : Epoch 1640 | loss: 0.030996 | val_loss: 0.0312944 | Time: 1605.51 ms
[2021-12-27 14:16:43 main:574] : INFO : Epoch 1641 | loss: 0.0310014 | val_loss: 0.0312991 | Time: 1606.56 ms
[2021-12-27 14:16:45 main:574] : INFO : Epoch 1642 | loss: 0.0310056 | val_loss: 0.0312805 | Time: 1606.03 ms
[2021-12-27 14:16:46 main:574] : INFO : Epoch 1643 | loss: 0.0310078 | val_loss: 0.0313154 | Time: 1604.62 ms
[2021-12-27 14:16:48 main:574] : INFO : Epoch 1644 | loss: 0.0309948 | val_loss: 0.0313265 | Time: 1607.15 ms
[2021-12-27 14:16:50 main:574] : INFO : Epoch 1645 | loss: 0.0309994 | val_loss: 0.031258 | Time: 1605.53 ms
[2021-12-27 14:16:51 main:574] : INFO : Epoch 1646 | loss: 0.0310086 | val_loss: 0.0313134 | Time: 1606.03 ms
[2021-12-27 14:16:53 main:574] : INFO : Epoch 1647 | loss: 0.031009 | val_loss: 0.0312858 | Time: 1603.34 ms
[2021-12-27 14:16:54 main:574] : INFO : Epoch 1648 | loss: 0.0309989 | val_loss: 0.0312989 | Time: 1606.02 ms
[2021-12-27 14:16:56 main:574] : INFO : Epoch 1649 | loss: 0.0309971 | val_loss: 0.0313102 | Time: 1605.56 ms
[2021-12-27 14:16:58 main:574] : INFO : Epoch 1650 | loss: 0.030999 | val_loss: 0.0312771 | Time: 1605.94 ms
[2021-12-27 14:16:59 main:574] : INFO : Epoch 1651 | loss: 0.0309926 | val_loss: 0.0313077 | Time: 1607.73 ms
[2021-12-27 14:17:01 main:574] : INFO : Epoch 1652 | loss: 0.0309929 | val_loss: 0.0312903 | Time: 1606.8 ms
[2021-12-27 14:17:02 main:574] : INFO : Epoch 1653 | loss: 0.0309988 | val_loss: 0.0313446 | Time: 1602.25 ms
[2021-12-27 14:17:04 main:574] : INFO : Epoch 1654 | loss: 0.0310038 | val_loss: 0.031358 | Time: 1603.41 ms
[2021-12-27 14:17:06 main:574] : INFO : Epoch 1655 | loss: 0.0310257 | val_loss: 0.0312729 | Time: 1604.02 ms
[2021-12-27 14:17:07 main:574] : INFO : Epoch 1656 | loss: 0.0310088 | val_loss: 0.0313249 | Time: 1606.81 ms
[2021-12-27 14:17:09 main:574] : INFO : Epoch 1657 | loss: 0.0309996 | val_loss: 0.0313006 | Time: 1605.47 ms
[2021-12-27 14:17:10 main:574] : INFO : Epoch 1658 | loss: 0.0309931 | val_loss: 0.0312938 | Time: 1603.59 ms
[2021-12-27 14:17:12 main:574] : INFO : Epoch 1659 | loss: 0.0309983 | val_loss: 0.0313 | Time: 1603.02 ms
[2021-12-27 14:17:14 main:574] : INFO : Epoch 1660 | loss: 0.0309958 | val_loss: 0.0313029 | Time: 1609.16 ms
[2021-12-27 14:17:15 main:574] : INFO : Epoch 1661 | loss: 0.0310004 | val_loss: 0.0313016 | Time: 1604.76 ms
[2021-12-27 14:17:17 main:574] : INFO : Epoch 1662 | loss: 0.030999 | val_loss: 0.0312861 | Time: 1610.1 ms
[2021-12-27 14:17:19 main:574] : INFO : Epoch 1663 | loss: 0.0309954 | val_loss: 0.0313029 | Time: 1603.2 ms
[2021-12-27 14:17:20 main:574] : INFO : Epoch 1664 | loss: 0.0310027 | val_loss: 0.0313211 | Time: 1608.23 ms
[2021-12-27 14:17:22 main:574] : INFO : Epoch 1665 | loss: 0.0310009 | val_loss: 0.0312989 | Time: 1603.94 ms
[2021-12-27 14:17:23 main:574] : INFO : Epoch 1666 | loss: 0.0310017 | val_loss: 0.0312673 | Time: 1607.69 ms
[2021-12-27 14:17:25 main:574] : INFO : Epoch 1667 | loss: 0.0310064 | val_loss: 0.0313242 | Time: 1603.68 ms
[2021-12-27 14:17:27 main:574] : INFO : Epoch 1668 | loss: 0.0310096 | val_loss: 0.0313137 | Time: 1606.33 ms
[2021-12-27 14:17:28 main:574] : INFO : Epoch 1669 | loss: 0.0310007 | val_loss: 0.0312942 | Time: 1607.74 ms
[2021-12-27 14:17:30 main:574] : INFO : Epoch 1670 | loss: 0.0309996 | val_loss: 0.031315 | Time: 1606.18 ms
[2021-12-27 14:17:31 main:574] : INFO : Epoch 1671 | loss: 0.0309944 | val_loss: 0.031313 | Time: 1603.9 ms
[2021-12-27 14:17:33 main:574] : INFO : Epoch 1672 | loss: 0.0309925 | val_loss: 0.0312921 | Time: 1604.19 ms
[2021-12-27 14:17:35 main:574] : INFO : Epoch 1673 | loss: 0.0310016 | val_loss: 0.0313057 | Time: 1609.36 ms
[2021-12-27 14:17:36 main:574] : INFO : Epoch 1674 | loss: 0.0310009 | val_loss: 0.0312926 | Time: 1607.41 ms
[2021-12-27 14:17:38 main:574] : INFO : Epoch 1675 | loss: 0.0310126 | val_loss: 0.0312955 | Time: 1606.81 ms
[2021-12-27 14:17:39 main:574] : INFO : Epoch 1676 | loss: 0.0309983 | val_loss: 0.0312979 | Time: 1608.28 ms
[2021-12-27 14:17:41 main:574] : INFO : Epoch 1677 | loss: 0.031 | val_loss: 0.0312667 | Time: 1605.43 ms
[2021-12-27 14:17:43 main:574] : INFO : Epoch 1678 | loss: 0.0310035 | val_loss: 0.0312999 | Time: 1611.05 ms
[2021-12-27 14:17:44 main:574] : INFO : Epoch 1679 | loss: 0.0309937 | val_loss: 0.0313121 | Time: 1608.75 ms
[2021-12-27 14:17:46 main:574] : INFO : Epoch 1680 | loss: 0.0310187 | val_loss: 0.0312461 | Time: 1600.87 ms
[2021-12-27 14:17:47 main:574] : INFO : Epoch 1681 | loss: 0.0310373 | val_loss: 0.0312871 | Time: 1601.91 ms
[2021-12-27 14:17:49 main:574] : INFO : Epoch 1682 | loss: 0.0310011 | val_loss: 0.0313032 | Time: 1605.66 ms
[2021-12-27 14:17:51 main:574] : INFO : Epoch 1683 | loss: 0.0309947 | val_loss: 0.0312785 | Time: 1601.38 ms
[2021-12-27 14:17:52 main:574] : INFO : Epoch 1684 | loss: 0.0310002 | val_loss: 0.0313301 | Time: 1602.8 ms
[2021-12-27 14:17:54 main:574] : INFO : Epoch 1685 | loss: 0.0309992 | val_loss: 0.0313068 | Time: 1606.36 ms
[2021-12-27 14:17:56 main:574] : INFO : Epoch 1686 | loss: 0.0310056 | val_loss: 0.0313061 | Time: 1605.47 ms
[2021-12-27 14:17:57 main:574] : INFO : Epoch 1687 | loss: 0.0310064 | val_loss: 0.0312716 | Time: 1603.52 ms
[2021-12-27 14:17:59 main:574] : INFO : Epoch 1688 | loss: 0.0310117 | val_loss: 0.031277 | Time: 1608.22 ms
[2021-12-27 14:18:00 main:574] : INFO : Epoch 1689 | loss: 0.031002 | val_loss: 0.0312843 | Time: 1606.36 ms
[2021-12-27 14:18:02 main:574] : INFO : Epoch 1690 | loss: 0.0310207 | val_loss: 0.0312917 | Time: 1607.12 ms
[2021-12-27 14:18:04 main:574] : INFO : Epoch 1691 | loss: 0.0310057 | val_loss: 0.0312795 | Time: 1601.2 ms
[2021-12-27 14:18:05 main:574] : INFO : Epoch 1692 | loss: 0.0309956 | val_loss: 0.0313126 | Time: 1609.25 ms
[2021-12-27 14:18:07 main:574] : INFO : Epoch 1693 | loss: 0.0309951 | val_loss: 0.0312903 | Time: 1605.7 ms
[2021-12-27 14:18:08 main:574] : INFO : Epoch 1694 | loss: 0.0309891 | val_loss: 0.0312811 | Time: 1605.48 ms
[2021-12-27 14:18:10 main:574] : INFO : Epoch 1695 | loss: 0.0310011 | val_loss: 0.0313074 | Time: 1605.71 ms
[2021-12-27 14:18:12 main:574] : INFO : Epoch 1696 | loss: 0.0310126 | val_loss: 0.0313034 | Time: 1658.81 ms
[2021-12-27 14:18:13 main:574] : INFO : Epoch 1697 | loss: 0.0309989 | val_loss: 0.0312769 | Time: 1662.45 ms
[2021-12-27 14:18:15 main:574] : INFO : Epoch 1698 | loss: 0.0309964 | val_loss: 0.031315 | Time: 1632.33 ms
[2021-12-27 14:18:17 main:574] : INFO : Epoch 1699 | loss: 0.0310008 | val_loss: 0.0312936 | Time: 1696.29 ms
[2021-12-27 14:18:18 main:574] : INFO : Epoch 1700 | loss: 0.0309972 | val_loss: 0.0313046 | Time: 1661.86 ms
[2021-12-27 14:18:20 main:574] : INFO : Epoch 1701 | loss: 0.0309946 | val_loss: 0.0313229 | Time: 1652.79 ms
[2021-12-27 14:18:22 main:574] : INFO : Epoch 1702 | loss: 0.0309952 | val_loss: 0.0312874 | Time: 1651.7 ms
[2021-12-27 14:18:23 main:574] : INFO : Epoch 1703 | loss: 0.031002 | val_loss: 0.0312713 | Time: 1649.58 ms
[2021-12-27 14:18:25 main:574] : INFO : Epoch 1704 | loss: 0.0310038 | val_loss: 0.0313287 | Time: 1653.17 ms
[2021-12-27 14:18:27 main:574] : INFO : Epoch 1705 | loss: 0.0309972 | val_loss: 0.0313084 | Time: 1658.73 ms
[2021-12-27 14:18:28 main:574] : INFO : Epoch 1706 | loss: 0.0309997 | val_loss: 0.0312643 | Time: 1657.44 ms
[2021-12-27 14:18:30 main:574] : INFO : Epoch 1707 | loss: 0.030999 | val_loss: 0.0312784 | Time: 1656.09 ms
[2021-12-27 14:18:32 main:574] : INFO : Epoch 1708 | loss: 0.0309977 | val_loss: 0.0313206 | Time: 1656.36 ms
[2021-12-27 14:18:33 main:574] : INFO : Epoch 1709 | loss: 0.0309926 | val_loss: 0.0313075 | Time: 1647.66 ms
[2021-12-27 14:18:35 main:574] : INFO : Epoch 1710 | loss: 0.0309955 | val_loss: 0.0313135 | Time: 1656.75 ms
[2021-12-27 14:18:37 main:574] : INFO : Epoch 1711 | loss: 0.0309988 | val_loss: 0.0312967 | Time: 1657.42 ms
[2021-12-27 14:18:38 main:574] : INFO : Epoch 1712 | loss: 0.0309891 | val_loss: 0.0313059 | Time: 1656.94 ms
[2021-12-27 14:18:40 main:574] : INFO : Epoch 1713 | loss: 0.0310022 | val_loss: 0.0312891 | Time: 1656.39 ms
[2021-12-27 14:18:42 main:574] : INFO : Epoch 1714 | loss: 0.0310084 | val_loss: 0.0313152 | Time: 1653.34 ms
[2021-12-27 14:18:43 main:574] : INFO : Epoch 1715 | loss: 0.031004 | val_loss: 0.0312863 | Time: 1652.49 ms
[2021-12-27 14:18:45 main:574] : INFO : Epoch 1716 | loss: 0.0310018 | val_loss: 0.0313141 | Time: 1652.16 ms
[2021-12-27 14:18:47 main:574] : INFO : Epoch 1717 | loss: 0.0309949 | val_loss: 0.0313204 | Time: 1659.1 ms
[2021-12-27 14:18:48 main:574] : INFO : Epoch 1718 | loss: 0.0309956 | val_loss: 0.0313107 | Time: 1647.63 ms
[2021-12-27 14:18:50 main:574] : INFO : Epoch 1719 | loss: 0.0309936 | val_loss: 0.0313221 | Time: 1655.68 ms
[2021-12-27 14:18:51 main:574] : INFO : Epoch 1720 | loss: 0.031 | val_loss: 0.0312959 | Time: 1654.67 ms
[2021-12-27 14:18:53 main:574] : INFO : Epoch 1721 | loss: 0.0310009 | val_loss: 0.0313073 | Time: 1657.36 ms
[2021-12-27 14:18:55 main:574] : INFO : Epoch 1722 | loss: 0.0310074 | val_loss: 0.0313036 | Time: 1657.66 ms
[2021-12-27 14:18:56 main:574] : INFO : Epoch 1723 | loss: 0.0309962 | val_loss: 0.0313135 | Time: 1681.46 ms
[2021-12-27 14:18:58 main:574] : INFO : Epoch 1724 | loss: 0.0309948 | val_loss: 0.0312997 | Time: 1691.47 ms
[2021-12-27 14:19:00 main:574] : INFO : Epoch 1725 | loss: 0.0310005 | val_loss: 0.031312 | Time: 1640.3 ms
[2021-12-27 14:19:02 main:574] : INFO : Epoch 1726 | loss: 0.0309983 | val_loss: 0.031302 | Time: 1669.66 ms
[2021-12-27 14:19:03 main:574] : INFO : Epoch 1727 | loss: 0.0309953 | val_loss: 0.0313315 | Time: 1687.97 ms
[2021-12-27 14:19:05 main:574] : INFO : Epoch 1728 | loss: 0.0309973 | val_loss: 0.0313508 | Time: 1683.63 ms
[2021-12-27 14:19:07 main:574] : INFO : Epoch 1729 | loss: 0.0310043 | val_loss: 0.0313051 | Time: 1691.37 ms
[2021-12-27 14:19:08 main:574] : INFO : Epoch 1730 | loss: 0.0310005 | val_loss: 0.0313133 | Time: 1693.55 ms
[2021-12-27 14:19:10 main:574] : INFO : Epoch 1731 | loss: 0.0309953 | val_loss: 0.0312927 | Time: 1683.4 ms
[2021-12-27 14:19:12 main:574] : INFO : Epoch 1732 | loss: 0.0309901 | val_loss: 0.0313271 | Time: 1621.17 ms
[2021-12-27 14:19:13 main:574] : INFO : Epoch 1733 | loss: 0.030985 | val_loss: 0.0312901 | Time: 1685.2 ms
[2021-12-27 14:19:15 main:574] : INFO : Epoch 1734 | loss: 0.0309914 | val_loss: 0.0313014 | Time: 1689.55 ms
[2021-12-27 14:19:17 main:574] : INFO : Epoch 1735 | loss: 0.0310015 | val_loss: 0.031322 | Time: 1687.45 ms
[2021-12-27 14:19:18 main:574] : INFO : Epoch 1736 | loss: 0.0310183 | val_loss: 0.0312985 | Time: 1694.47 ms
[2021-12-27 14:19:20 main:574] : INFO : Epoch 1737 | loss: 0.0310154 | val_loss: 0.0313208 | Time: 1687.89 ms
[2021-12-27 14:19:22 main:574] : INFO : Epoch 1738 | loss: 0.0310036 | val_loss: 0.0312876 | Time: 1689.02 ms
[2021-12-27 14:19:23 main:574] : INFO : Epoch 1739 | loss: 0.0309957 | val_loss: 0.031311 | Time: 1683.28 ms
[2021-12-27 14:19:25 main:574] : INFO : Epoch 1740 | loss: 0.0310022 | val_loss: 0.0313008 | Time: 1686.52 ms
[2021-12-27 14:19:27 main:574] : INFO : Epoch 1741 | loss: 0.031008 | val_loss: 0.0312932 | Time: 1691.48 ms
[2021-12-27 14:19:28 main:574] : INFO : Epoch 1742 | loss: 0.0310022 | val_loss: 0.0313008 | Time: 1683.12 ms
[2021-12-27 14:19:30 main:574] : INFO : Epoch 1743 | loss: 0.0310001 | val_loss: 0.0312943 | Time: 1684.8 ms
[2021-12-27 14:19:32 main:574] : INFO : Epoch 1744 | loss: 0.0309995 | val_loss: 0.0312967 | Time: 1680.34 ms
[2021-12-27 14:19:34 main:574] : INFO : Epoch 1745 | loss: 0.030996 | val_loss: 0.0313008 | Time: 1684.01 ms
[2021-12-27 14:19:35 main:574] : INFO : Epoch 1746 | loss: 0.0309918 | val_loss: 0.0312993 | Time: 1683.88 ms
[2021-12-27 14:19:37 main:574] : INFO : Epoch 1747 | loss: 0.0309919 | val_loss: 0.0313081 | Time: 1678.75 ms
[2021-12-27 14:19:39 main:574] : INFO : Epoch 1748 | loss: 0.0310082 | val_loss: 0.0312627 | Time: 1682.01 ms
[2021-12-27 14:19:40 main:574] : INFO : Epoch 1749 | loss: 0.0310024 | val_loss: 0.0313383 | Time: 1687.3 ms
[2021-12-27 14:19:42 main:574] : INFO : Epoch 1750 | loss: 0.0309972 | val_loss: 0.0312903 | Time: 1683.97 ms
[2021-12-27 14:19:44 main:574] : INFO : Epoch 1751 | loss: 0.0309952 | val_loss: 0.0313038 | Time: 1686.2 ms
[2021-12-27 14:19:45 main:574] : INFO : Epoch 1752 | loss: 0.0309891 | val_loss: 0.0313009 | Time: 1688.59 ms
[2021-12-27 14:19:47 main:574] : INFO : Epoch 1753 | loss: 0.0310312 | val_loss: 0.031248 | Time: 1684.98 ms
[2021-12-27 14:19:49 main:574] : INFO : Epoch 1754 | loss: 0.031063 | val_loss: 0.0312495 | Time: 1682.63 ms
[2021-12-27 14:19:50 main:574] : INFO : Epoch 1755 | loss: 0.0310236 | val_loss: 0.0312875 | Time: 1678.97 ms
[2021-12-27 14:19:52 main:574] : INFO : Epoch 1756 | loss: 0.0310038 | val_loss: 0.0313162 | Time: 1688.44 ms
[2021-12-27 14:19:54 main:574] : INFO : Epoch 1757 | loss: 0.0310041 | val_loss: 0.0313017 | Time: 1650.16 ms
[2021-12-27 14:19:55 main:574] : INFO : Epoch 1758 | loss: 0.0309998 | val_loss: 0.0313005 | Time: 1651.36 ms
[2021-12-27 14:19:57 main:574] : INFO : Epoch 1759 | loss: 0.0309917 | val_loss: 0.0312925 | Time: 1644.81 ms
[2021-12-27 14:19:59 main:574] : INFO : Epoch 1760 | loss: 0.0309923 | val_loss: 0.0313311 | Time: 1650.97 ms
[2021-12-27 14:20:00 main:574] : INFO : Epoch 1761 | loss: 0.0309891 | val_loss: 0.0312983 | Time: 1650.44 ms
[2021-12-27 14:20:02 main:574] : INFO : Epoch 1762 | loss: 0.031 | val_loss: 0.031275 | Time: 1652.98 ms
[2021-12-27 14:20:04 main:574] : INFO : Epoch 1763 | loss: 0.0310065 | val_loss: 0.0313303 | Time: 1655.15 ms
[2021-12-27 14:20:05 main:574] : INFO : Epoch 1764 | loss: 0.030997 | val_loss: 0.0312774 | Time: 1655.72 ms
[2021-12-27 14:20:07 main:574] : INFO : Epoch 1765 | loss: 0.0309955 | val_loss: 0.0313322 | Time: 1655.28 ms
[2021-12-27 14:20:09 main:574] : INFO : Epoch 1766 | loss: 0.0309997 | val_loss: 0.0312741 | Time: 1647.02 ms
[2021-12-27 14:20:10 main:574] : INFO : Epoch 1767 | loss: 0.0309955 | val_loss: 0.031312 | Time: 1650.52 ms
[2021-12-27 14:20:12 main:574] : INFO : Epoch 1768 | loss: 0.031006 | val_loss: 0.0313026 | Time: 1656.92 ms
[2021-12-27 14:20:14 main:574] : INFO : Epoch 1769 | loss: 0.0310029 | val_loss: 0.0313002 | Time: 1647.1 ms
[2021-12-27 14:20:15 main:574] : INFO : Epoch 1770 | loss: 0.0309936 | val_loss: 0.0312816 | Time: 1650.77 ms
[2021-12-27 14:20:17 main:574] : INFO : Epoch 1771 | loss: 0.0309985 | val_loss: 0.0312967 | Time: 1652.77 ms
[2021-12-27 14:20:19 main:574] : INFO : Epoch 1772 | loss: 0.0310098 | val_loss: 0.0312887 | Time: 1650.16 ms
[2021-12-27 14:20:20 main:574] : INFO : Epoch 1773 | loss: 0.030998 | val_loss: 0.0313169 | Time: 1647.2 ms
[2021-12-27 14:20:22 main:574] : INFO : Epoch 1774 | loss: 0.0309944 | val_loss: 0.0313129 | Time: 1648.07 ms
[2021-12-27 14:20:24 main:574] : INFO : Epoch 1775 | loss: 0.0309906 | val_loss: 0.0313171 | Time: 1651.66 ms
[2021-12-27 14:20:25 main:574] : INFO : Epoch 1776 | loss: 0.0309928 | val_loss: 0.0312933 | Time: 1651.49 ms
[2021-12-27 14:20:27 main:574] : INFO : Epoch 1777 | loss: 0.030994 | val_loss: 0.0312933 | Time: 1655.21 ms
[2021-12-27 14:20:29 main:574] : INFO : Epoch 1778 | loss: 0.0309967 | val_loss: 0.0313048 | Time: 1653.59 ms
[2021-12-27 14:20:30 main:574] : INFO : Epoch 1779 | loss: 0.0309943 | val_loss: 0.0313164 | Time: 1657.09 ms
[2021-12-27 14:20:32 main:574] : INFO : Epoch 1780 | loss: 0.0310009 | val_loss: 0.0312998 | Time: 1652.81 ms
[2021-12-27 14:20:33 main:574] : INFO : Epoch 1781 | loss: 0.0309915 | val_loss: 0.0312815 | Time: 1659.7 ms
[2021-12-27 14:20:35 main:574] : INFO : Epoch 1782 | loss: 0.031007 | val_loss: 0.0313191 | Time: 1659.32 ms
[2021-12-27 14:20:37 main:574] : INFO : Epoch 1783 | loss: 0.0310003 | val_loss: 0.0313149 | Time: 1651.13 ms
[2021-12-27 14:20:38 main:574] : INFO : Epoch 1784 | loss: 0.0309952 | val_loss: 0.0313248 | Time: 1684.73 ms
[2021-12-27 14:20:40 main:574] : INFO : Epoch 1785 | loss: 0.0309995 | val_loss: 0.0312804 | Time: 1539.33 ms
[2021-12-27 14:20:42 main:574] : INFO : Epoch 1786 | loss: 0.0310036 | val_loss: 0.0312822 | Time: 1518.82 ms
[2021-12-27 14:20:43 main:574] : INFO : Epoch 1787 | loss: 0.0310014 | val_loss: 0.0313289 | Time: 1525.82 ms
[2021-12-27 14:20:45 main:574] : INFO : Epoch 1788 | loss: 0.0310004 | val_loss: 0.0313014 | Time: 1524.11 ms
[2021-12-27 14:20:46 main:574] : INFO : Epoch 1789 | loss: 0.0309892 | val_loss: 0.0312926 | Time: 1525.94 ms
[2021-12-27 14:20:48 main:574] : INFO : Epoch 1790 | loss: 0.0309967 | val_loss: 0.0313191 | Time: 1519.24 ms
[2021-12-27 14:20:49 main:574] : INFO : Epoch 1791 | loss: 0.0309986 | val_loss: 0.0312689 | Time: 1526.3 ms
[2021-12-27 14:20:51 main:574] : INFO : Epoch 1792 | loss: 0.0310002 | val_loss: 0.0313095 | Time: 1522.23 ms
[2021-12-27 14:20:52 main:574] : INFO : Epoch 1793 | loss: 0.0309965 | val_loss: 0.0313094 | Time: 1669.99 ms
[2021-12-27 14:20:54 main:574] : INFO : Epoch 1794 | loss: 0.0310009 | val_loss: 0.0312973 | Time: 1663.55 ms
[2021-12-27 14:20:56 main:574] : INFO : Epoch 1795 | loss: 0.0310031 | val_loss: 0.0312772 | Time: 1657.54 ms
[2021-12-27 14:20:57 main:574] : INFO : Epoch 1796 | loss: 0.0310022 | val_loss: 0.0312808 | Time: 1651.85 ms
[2021-12-27 14:20:59 main:574] : INFO : Epoch 1797 | loss: 0.0309954 | val_loss: 0.0313126 | Time: 1676.81 ms
[2021-12-27 14:21:01 main:574] : INFO : Epoch 1798 | loss: 0.0309979 | val_loss: 0.0312894 | Time: 1705.74 ms
[2021-12-27 14:21:02 main:574] : INFO : Epoch 1799 | loss: 0.031 | val_loss: 0.0312768 | Time: 1655.06 ms
[2021-12-27 14:21:04 main:574] : INFO : Epoch 1800 | loss: 0.0310015 | val_loss: 0.0313128 | Time: 1655.67 ms
[2021-12-27 14:21:06 main:574] : INFO : Epoch 1801 | loss: 0.0309921 | val_loss: 0.0312928 | Time: 1655.95 ms
[2021-12-27 14:21:07 main:574] : INFO : Epoch 1802 | loss: 0.0309924 | val_loss: 0.0313165 | Time: 1653.89 ms
[2021-12-27 14:21:09 main:574] : INFO : Epoch 1803 | loss: 0.030994 | val_loss: 0.0313106 | Time: 1652.03 ms
[2021-12-27 14:21:11 main:574] : INFO : Epoch 1804 | loss: 0.0309908 | val_loss: 0.0312932 | Time: 1655.54 ms
[2021-12-27 14:21:12 main:574] : INFO : Epoch 1805 | loss: 0.0309968 | val_loss: 0.0313147 | Time: 1651.52 ms
[2021-12-27 14:21:14 main:574] : INFO : Epoch 1806 | loss: 0.0309962 | val_loss: 0.0312883 | Time: 1663.34 ms
[2021-12-27 14:21:16 main:574] : INFO : Epoch 1807 | loss: 0.0309995 | val_loss: 0.031316 | Time: 1658.58 ms
[2021-12-27 14:21:17 main:574] : INFO : Epoch 1808 | loss: 0.0310002 | val_loss: 0.031333 | Time: 1655.35 ms
[2021-12-27 14:21:19 main:574] : INFO : Epoch 1809 | loss: 0.0309963 | val_loss: 0.0313125 | Time: 1666.94 ms
[2021-12-27 14:21:21 main:574] : INFO : Epoch 1810 | loss: 0.0309979 | val_loss: 0.0312916 | Time: 1665.76 ms
[2021-12-27 14:21:22 main:574] : INFO : Epoch 1811 | loss: 0.0310013 | val_loss: 0.0313086 | Time: 1657.67 ms
[2021-12-27 14:21:24 main:574] : INFO : Epoch 1812 | loss: 0.0309941 | val_loss: 0.0313188 | Time: 1657 ms
[2021-12-27 14:21:26 main:574] : INFO : Epoch 1813 | loss: 0.0310003 | val_loss: 0.0312766 | Time: 1699.24 ms
[2021-12-27 14:21:27 main:574] : INFO : Epoch 1814 | loss: 0.0310049 | val_loss: 0.0312861 | Time: 1690.8 ms
[2021-12-27 14:21:29 main:574] : INFO : Epoch 1815 | loss: 0.0310042 | val_loss: 0.0313219 | Time: 1672.04 ms
[2021-12-27 14:21:31 main:574] : INFO : Epoch 1816 | loss: 0.0310076 | val_loss: 0.0312959 | Time: 1655.61 ms
[2021-12-27 14:21:32 main:574] : INFO : Epoch 1817 | loss: 0.0310014 | val_loss: 0.0313078 | Time: 1653.66 ms
[2021-12-27 14:21:34 main:574] : INFO : Epoch 1818 | loss: 0.0309989 | val_loss: 0.031317 | Time: 1649.81 ms
[2021-12-27 14:21:36 main:574] : INFO : Epoch 1819 | loss: 0.0309942 | val_loss: 0.0312995 | Time: 1654.45 ms
[2021-12-27 14:21:37 main:574] : INFO : Epoch 1820 | loss: 0.0310043 | val_loss: 0.0313068 | Time: 1657.42 ms
[2021-12-27 14:21:39 main:574] : INFO : Epoch 1821 | loss: 0.0309973 | val_loss: 0.0313178 | Time: 1652.51 ms
[2021-12-27 14:21:41 main:574] : INFO : Epoch 1822 | loss: 0.0309939 | val_loss: 0.0313132 | Time: 1657.82 ms
[2021-12-27 14:21:42 main:574] : INFO : Epoch 1823 | loss: 0.0309971 | val_loss: 0.0312943 | Time: 1654.76 ms
[2021-12-27 14:21:44 main:574] : INFO : Epoch 1824 | loss: 0.030999 | val_loss: 0.0313086 | Time: 1656.57 ms
[2021-12-27 14:21:46 main:574] : INFO : Epoch 1825 | loss: 0.0310001 | val_loss: 0.0313136 | Time: 1654.04 ms
[2021-12-27 14:21:47 main:574] : INFO : Epoch 1826 | loss: 0.0309969 | val_loss: 0.0313031 | Time: 1656.32 ms
[2021-12-27 14:21:49 main:574] : INFO : Epoch 1827 | loss: 0.030993 | val_loss: 0.0312942 | Time: 1671.86 ms
[2021-12-27 14:21:51 main:574] : INFO : Epoch 1828 | loss: 0.0309958 | val_loss: 0.0313153 | Time: 1657.38 ms
[2021-12-27 14:21:52 main:574] : INFO : Epoch 1829 | loss: 0.0310028 | val_loss: 0.031291 | Time: 1651.86 ms
[2021-12-27 14:21:54 main:574] : INFO : Epoch 1830 | loss: 0.0310001 | val_loss: 0.0313315 | Time: 1657.42 ms
[2021-12-27 14:21:56 main:574] : INFO : Epoch 1831 | loss: 0.0310207 | val_loss: 0.0312926 | Time: 1649.29 ms
[2021-12-27 14:21:57 main:574] : INFO : Epoch 1832 | loss: 0.0310051 | val_loss: 0.0313174 | Time: 1648.73 ms
[2021-12-27 14:21:59 main:574] : INFO : Epoch 1833 | loss: 0.0310093 | val_loss: 0.0312561 | Time: 1654.08 ms
[2021-12-27 14:22:01 main:574] : INFO : Epoch 1834 | loss: 0.0310115 | val_loss: 0.0312863 | Time: 1658.04 ms
[2021-12-27 14:22:02 main:574] : INFO : Epoch 1835 | loss: 0.0309995 | val_loss: 0.0313025 | Time: 1659.97 ms
[2021-12-27 14:22:04 main:574] : INFO : Epoch 1836 | loss: 0.0309931 | val_loss: 0.0313038 | Time: 1652.38 ms
[2021-12-27 14:22:06 main:574] : INFO : Epoch 1837 | loss: 0.0309976 | val_loss: 0.0313218 | Time: 1651.96 ms
[2021-12-27 14:22:07 main:574] : INFO : Epoch 1838 | loss: 0.0309926 | val_loss: 0.0312977 | Time: 1650.35 ms
[2021-12-27 14:22:09 main:574] : INFO : Epoch 1839 | loss: 0.0309981 | val_loss: 0.0312756 | Time: 1647.07 ms
[2021-12-27 14:22:11 main:574] : INFO : Epoch 1840 | loss: 0.0309949 | val_loss: 0.0312669 | Time: 1652.53 ms
[2021-12-27 14:22:12 main:574] : INFO : Epoch 1841 | loss: 0.0310092 | val_loss: 0.031328 | Time: 1654.06 ms
[2021-12-27 14:22:14 main:574] : INFO : Epoch 1842 | loss: 0.0310038 | val_loss: 0.0312908 | Time: 1652.73 ms
[2021-12-27 14:22:15 main:574] : INFO : Epoch 1843 | loss: 0.0310019 | val_loss: 0.0313199 | Time: 1663.89 ms
[2021-12-27 14:22:17 main:574] : INFO : Epoch 1844 | loss: 0.0310175 | val_loss: 0.0312541 | Time: 1651.53 ms
[2021-12-27 14:22:19 main:574] : INFO : Epoch 1845 | loss: 0.0310108 | val_loss: 0.0313191 | Time: 1647.31 ms
[2021-12-27 14:22:20 main:574] : INFO : Epoch 1846 | loss: 0.0309981 | val_loss: 0.031288 | Time: 1654.56 ms
[2021-12-27 14:22:22 main:574] : INFO : Epoch 1847 | loss: 0.0309986 | val_loss: 0.0313006 | Time: 1652.61 ms
[2021-12-27 14:22:24 main:574] : INFO : Epoch 1848 | loss: 0.031006 | val_loss: 0.0312687 | Time: 1652.24 ms
[2021-12-27 14:22:25 main:574] : INFO : Epoch 1849 | loss: 0.0310102 | val_loss: 0.0313268 | Time: 1657.49 ms
[2021-12-27 14:22:27 main:574] : INFO : Epoch 1850 | loss: 0.031 | val_loss: 0.0312813 | Time: 1652.23 ms
[2021-12-27 14:22:29 main:574] : INFO : Epoch 1851 | loss: 0.0309977 | val_loss: 0.0312909 | Time: 1655.04 ms
[2021-12-27 14:22:30 main:574] : INFO : Epoch 1852 | loss: 0.0309975 | val_loss: 0.0312892 | Time: 1653.11 ms
[2021-12-27 14:22:32 main:574] : INFO : Epoch 1853 | loss: 0.0310023 | val_loss: 0.0313072 | Time: 1655.84 ms
[2021-12-27 14:22:34 main:574] : INFO : Epoch 1854 | loss: 0.0310011 | val_loss: 0.0313035 | Time: 1651.01 ms
[2021-12-27 14:22:35 main:574] : INFO : Epoch 1855 | loss: 0.0310001 | val_loss: 0.0312893 | Time: 1655.39 ms
[2021-12-27 14:22:37 main:574] : INFO : Epoch 1856 | loss: 0.0309949 | val_loss: 0.0313158 | Time: 1664.38 ms
[2021-12-27 14:22:39 main:574] : INFO : Epoch 1857 | loss: 0.0310002 | val_loss: 0.0312718 | Time: 1671.84 ms
[2021-12-27 14:22:40 main:574] : INFO : Epoch 1858 | loss: 0.0310013 | val_loss: 0.0313142 | Time: 1664.75 ms
[2021-12-27 14:22:42 main:574] : INFO : Epoch 1859 | loss: 0.0310113 | val_loss: 0.0312746 | Time: 1662.94 ms
[2021-12-27 14:22:44 main:574] : INFO : Epoch 1860 | loss: 0.0310106 | val_loss: 0.0312976 | Time: 1663.7 ms
[2021-12-27 14:22:45 main:574] : INFO : Epoch 1861 | loss: 0.0310104 | val_loss: 0.031313 | Time: 1690.41 ms
[2021-12-27 14:22:47 main:574] : INFO : Epoch 1862 | loss: 0.031 | val_loss: 0.0312814 | Time: 1675 ms
[2021-12-27 14:22:49 main:574] : INFO : Epoch 1863 | loss: 0.0309983 | val_loss: 0.0312898 | Time: 1658.28 ms
[2021-12-27 14:22:50 main:574] : INFO : Epoch 1864 | loss: 0.0310023 | val_loss: 0.031296 | Time: 1688.39 ms
[2021-12-27 14:22:52 main:574] : INFO : Epoch 1865 | loss: 0.031 | val_loss: 0.0313245 | Time: 1687.68 ms
[2021-12-27 14:22:54 main:574] : INFO : Epoch 1866 | loss: 0.030998 | val_loss: 0.0312773 | Time: 1656.78 ms
[2021-12-27 14:22:55 main:574] : INFO : Epoch 1867 | loss: 0.0309934 | val_loss: 0.0313355 | Time: 1635.53 ms
[2021-12-27 14:22:57 main:574] : INFO : Epoch 1868 | loss: 0.0309954 | val_loss: 0.0313255 | Time: 1522.83 ms
[2021-12-27 14:22:58 main:574] : INFO : Epoch 1869 | loss: 0.0309915 | val_loss: 0.0312963 | Time: 1523.17 ms
[2021-12-27 14:23:00 main:574] : INFO : Epoch 1870 | loss: 0.0309933 | val_loss: 0.0313027 | Time: 1524.43 ms
[2021-12-27 14:23:02 main:574] : INFO : Epoch 1871 | loss: 0.0309967 | val_loss: 0.0313061 | Time: 1523.21 ms
[2021-12-27 14:23:03 main:574] : INFO : Epoch 1872 | loss: 0.0309969 | val_loss: 0.0313217 | Time: 1520.47 ms
[2021-12-27 14:23:05 main:574] : INFO : Epoch 1873 | loss: 0.0309921 | val_loss: 0.0312893 | Time: 1521.89 ms
[2021-12-27 14:23:06 main:574] : INFO : Epoch 1874 | loss: 0.0310007 | val_loss: 0.0312819 | Time: 1520.93 ms
[2021-12-27 14:23:08 main:574] : INFO : Epoch 1875 | loss: 0.031001 | val_loss: 0.0313001 | Time: 1525.93 ms
[2021-12-27 14:23:09 main:574] : INFO : Epoch 1876 | loss: 0.030995 | val_loss: 0.0313098 | Time: 1525.5 ms
[2021-12-27 14:23:11 main:574] : INFO : Epoch 1877 | loss: 0.0309918 | val_loss: 0.0313082 | Time: 1522.36 ms
[2021-12-27 14:23:12 main:574] : INFO : Epoch 1878 | loss: 0.0310008 | val_loss: 0.0312954 | Time: 1521.71 ms
[2021-12-27 14:23:14 main:574] : INFO : Epoch 1879 | loss: 0.0310013 | val_loss: 0.0313113 | Time: 1522.92 ms
[2021-12-27 14:23:15 main:574] : INFO : Epoch 1880 | loss: 0.0309928 | val_loss: 0.0313158 | Time: 1523.61 ms
[2021-12-27 14:23:17 main:574] : INFO : Epoch 1881 | loss: 0.0309954 | val_loss: 0.0313073 | Time: 1523.24 ms
[2021-12-27 14:23:18 main:574] : INFO : Epoch 1882 | loss: 0.0309958 | val_loss: 0.0313031 | Time: 1523.6 ms
[2021-12-27 14:23:20 main:574] : INFO : Epoch 1883 | loss: 0.0309929 | val_loss: 0.031274 | Time: 1522.81 ms
[2021-12-27 14:23:21 main:574] : INFO : Epoch 1884 | loss: 0.030999 | val_loss: 0.0313067 | Time: 1520.45 ms
[2021-12-27 14:23:23 main:574] : INFO : Epoch 1885 | loss: 0.0310034 | val_loss: 0.0312991 | Time: 1526.37 ms
[2021-12-27 14:23:24 main:574] : INFO : Epoch 1886 | loss: 0.0309963 | val_loss: 0.0312822 | Time: 1521.94 ms
[2021-12-27 14:23:26 main:574] : INFO : Epoch 1887 | loss: 0.0310024 | val_loss: 0.031306 | Time: 1523.8 ms
[2021-12-27 14:23:27 main:574] : INFO : Epoch 1888 | loss: 0.0309935 | val_loss: 0.0312978 | Time: 1517.94 ms
[2021-12-27 14:23:29 main:574] : INFO : Epoch 1889 | loss: 0.030996 | val_loss: 0.0312846 | Time: 1520.66 ms
[2021-12-27 14:23:31 main:574] : INFO : Epoch 1890 | loss: 0.0309937 | val_loss: 0.031296 | Time: 1524.84 ms
[2021-12-27 14:23:32 main:574] : INFO : Epoch 1891 | loss: 0.0309955 | val_loss: 0.0313078 | Time: 1524.19 ms
[2021-12-27 14:23:34 main:574] : INFO : Epoch 1892 | loss: 0.0309913 | val_loss: 0.0313073 | Time: 1521.98 ms
[2021-12-27 14:23:35 main:574] : INFO : Epoch 1893 | loss: 0.0310052 | val_loss: 0.0312852 | Time: 1523.79 ms
[2021-12-27 14:23:37 main:574] : INFO : Epoch 1894 | loss: 0.0310084 | val_loss: 0.0312693 | Time: 1521.26 ms
[2021-12-27 14:23:38 main:574] : INFO : Epoch 1895 | loss: 0.0310025 | val_loss: 0.0313137 | Time: 1523.43 ms
[2021-12-27 14:23:40 main:574] : INFO : Epoch 1896 | loss: 0.0310006 | val_loss: 0.0312825 | Time: 1524.04 ms
[2021-12-27 14:23:41 main:574] : INFO : Epoch 1897 | loss: 0.0309981 | val_loss: 0.0313213 | Time: 1524.17 ms
[2021-12-27 14:23:43 main:574] : INFO : Epoch 1898 | loss: 0.030992 | val_loss: 0.0313081 | Time: 1522.28 ms
[2021-12-27 14:23:44 main:574] : INFO : Epoch 1899 | loss: 0.0309978 | val_loss: 0.031286 | Time: 1523.75 ms
[2021-12-27 14:23:46 main:574] : INFO : Epoch 1900 | loss: 0.0309971 | val_loss: 0.0313214 | Time: 1523.9 ms
[2021-12-27 14:23:47 main:574] : INFO : Epoch 1901 | loss: 0.0309968 | val_loss: 0.0313047 | Time: 1522.32 ms
[2021-12-27 14:23:49 main:574] : INFO : Epoch 1902 | loss: 0.0309955 | val_loss: 0.0312927 | Time: 1521.29 ms
[2021-12-27 14:23:50 main:574] : INFO : Epoch 1903 | loss: 0.0310062 | val_loss: 0.0312857 | Time: 1525.99 ms
[2021-12-27 14:23:52 main:574] : INFO : Epoch 1904 | loss: 0.031006 | val_loss: 0.0312917 | Time: 1521.18 ms
[2021-12-27 14:23:53 main:574] : INFO : Epoch 1905 | loss: 0.0310041 | val_loss: 0.0313023 | Time: 1522.18 ms
[2021-12-27 14:23:55 main:574] : INFO : Epoch 1906 | loss: 0.0309969 | val_loss: 0.0313207 | Time: 1522.55 ms
[2021-12-27 14:23:56 main:574] : INFO : Epoch 1907 | loss: 0.0309934 | val_loss: 0.0312674 | Time: 1524.89 ms
[2021-12-27 14:23:58 main:574] : INFO : Epoch 1908 | loss: 0.0309968 | val_loss: 0.0313226 | Time: 1522.14 ms
[2021-12-27 14:24:00 main:574] : INFO : Epoch 1909 | loss: 0.0310013 | val_loss: 0.0312695 | Time: 1522.54 ms
[2021-12-27 14:24:01 main:574] : INFO : Epoch 1910 | loss: 0.0310066 | val_loss: 0.0313032 | Time: 1523.28 ms
[2021-12-27 14:24:03 main:574] : INFO : Epoch 1911 | loss: 0.0310029 | val_loss: 0.0313007 | Time: 1525.26 ms
[2021-12-27 14:24:04 main:574] : INFO : Epoch 1912 | loss: 0.0310031 | val_loss: 0.0312894 | Time: 1520.05 ms
[2021-12-27 14:24:06 main:574] : INFO : Epoch 1913 | loss: 0.0309956 | val_loss: 0.0313082 | Time: 1523.17 ms
[2021-12-27 14:24:07 main:574] : INFO : Epoch 1914 | loss: 0.0309961 | val_loss: 0.0313371 | Time: 1521.2 ms
[2021-12-27 14:24:09 main:574] : INFO : Epoch 1915 | loss: 0.0309989 | val_loss: 0.0313218 | Time: 1523.78 ms
[2021-12-27 14:24:10 main:574] : INFO : Epoch 1916 | loss: 0.0309927 | val_loss: 0.0313145 | Time: 1517.55 ms
[2021-12-27 14:24:12 main:574] : INFO : Epoch 1917 | loss: 0.0309919 | val_loss: 0.0312813 | Time: 1524.17 ms
[2021-12-27 14:24:13 main:574] : INFO : Epoch 1918 | loss: 0.0309966 | val_loss: 0.031296 | Time: 1522.4 ms
[2021-12-27 14:24:15 main:574] : INFO : Epoch 1919 | loss: 0.031003 | val_loss: 0.0312845 | Time: 1522.28 ms
[2021-12-27 14:24:16 main:574] : INFO : Epoch 1920 | loss: 0.0310029 | val_loss: 0.0313032 | Time: 1521.65 ms
[2021-12-27 14:24:18 main:574] : INFO : Epoch 1921 | loss: 0.031001 | val_loss: 0.0312982 | Time: 1523.1 ms
[2021-12-27 14:24:19 main:574] : INFO : Epoch 1922 | loss: 0.0309918 | val_loss: 0.0312984 | Time: 1519.53 ms
[2021-12-27 14:24:21 main:574] : INFO : Epoch 1923 | loss: 0.0310124 | val_loss: 0.0313441 | Time: 1525.86 ms
[2021-12-27 14:24:22 main:574] : INFO : Epoch 1924 | loss: 0.0310068 | val_loss: 0.0312767 | Time: 1525.28 ms
[2021-12-27 14:24:24 main:574] : INFO : Epoch 1925 | loss: 0.0310151 | val_loss: 0.0313309 | Time: 1522.41 ms
[2021-12-27 14:24:25 main:574] : INFO : Epoch 1926 | loss: 0.0309995 | val_loss: 0.0312933 | Time: 1520.99 ms
[2021-12-27 14:24:27 main:574] : INFO : Epoch 1927 | loss: 0.0309958 | val_loss: 0.0312857 | Time: 1523.51 ms
[2021-12-27 14:24:28 main:574] : INFO : Epoch 1928 | loss: 0.0309988 | val_loss: 0.0312846 | Time: 1524.66 ms
[2021-12-27 14:24:30 main:574] : INFO : Epoch 1929 | loss: 0.0310031 | val_loss: 0.0312888 | Time: 1522.83 ms
[2021-12-27 14:24:32 main:574] : INFO : Epoch 1930 | loss: 0.0310025 | val_loss: 0.0312958 | Time: 1523.85 ms
[2021-12-27 14:24:33 main:574] : INFO : Epoch 1931 | loss: 0.0309906 | val_loss: 0.031307 | Time: 1525.74 ms
[2021-12-27 14:24:35 main:574] : INFO : Epoch 1932 | loss: 0.0309902 | val_loss: 0.0313022 | Time: 1524.45 ms
[2021-12-27 14:24:36 main:574] : INFO : Epoch 1933 | loss: 0.030994 | val_loss: 0.0313106 | Time: 1523.35 ms
[2021-12-27 14:24:38 main:574] : INFO : Epoch 1934 | loss: 0.0309936 | val_loss: 0.0313052 | Time: 1521.75 ms
[2021-12-27 14:24:39 main:574] : INFO : Epoch 1935 | loss: 0.0310005 | val_loss: 0.0312831 | Time: 1525.53 ms
[2021-12-27 14:24:41 main:574] : INFO : Epoch 1936 | loss: 0.0309992 | val_loss: 0.031304 | Time: 1523.64 ms
[2021-12-27 14:24:42 main:574] : INFO : Epoch 1937 | loss: 0.0309961 | val_loss: 0.0313084 | Time: 1523.66 ms
[2021-12-27 14:24:44 main:574] : INFO : Epoch 1938 | loss: 0.0310012 | val_loss: 0.0313003 | Time: 1522.59 ms
[2021-12-27 14:24:45 main:574] : INFO : Epoch 1939 | loss: 0.0309992 | val_loss: 0.0312949 | Time: 1524.44 ms
[2021-12-27 14:24:47 main:574] : INFO : Epoch 1940 | loss: 0.0309932 | val_loss: 0.0312868 | Time: 1525.48 ms
[2021-12-27 14:24:48 main:574] : INFO : Epoch 1941 | loss: 0.0310008 | val_loss: 0.0312996 | Time: 1524.63 ms
[2021-12-27 14:24:50 main:574] : INFO : Epoch 1942 | loss: 0.030995 | val_loss: 0.0313094 | Time: 1520.14 ms
[2021-12-27 14:24:51 main:574] : INFO : Epoch 1943 | loss: 0.0310013 | val_loss: 0.0312873 | Time: 1523.72 ms
[2021-12-27 14:24:53 main:574] : INFO : Epoch 1944 | loss: 0.0310106 | val_loss: 0.031314 | Time: 1520.46 ms
[2021-12-27 14:24:54 main:574] : INFO : Epoch 1945 | loss: 0.030997 | val_loss: 0.0313151 | Time: 1523.62 ms
[2021-12-27 14:24:56 main:574] : INFO : Epoch 1946 | loss: 0.030997 | val_loss: 0.0312789 | Time: 1522.87 ms
[2021-12-27 14:24:57 main:574] : INFO : Epoch 1947 | loss: 0.0310071 | val_loss: 0.0313217 | Time: 1525.61 ms
[2021-12-27 14:24:59 main:574] : INFO : Epoch 1948 | loss: 0.0309988 | val_loss: 0.0313338 | Time: 1523.43 ms
[2021-12-27 14:25:01 main:574] : INFO : Epoch 1949 | loss: 0.0310162 | val_loss: 0.0312665 | Time: 1524.19 ms
[2021-12-27 14:25:02 main:574] : INFO : Epoch 1950 | loss: 0.0310121 | val_loss: 0.031303 | Time: 1520.53 ms
[2021-12-27 14:25:04 main:574] : INFO : Epoch 1951 | loss: 0.0309983 | val_loss: 0.0313187 | Time: 1524.79 ms
[2021-12-27 14:25:05 main:574] : INFO : Epoch 1952 | loss: 0.0309962 | val_loss: 0.0313112 | Time: 1522.66 ms
[2021-12-27 14:25:07 main:574] : INFO : Epoch 1953 | loss: 0.0309975 | val_loss: 0.0312847 | Time: 1523.59 ms
[2021-12-27 14:25:08 main:574] : INFO : Epoch 1954 | loss: 0.0310002 | val_loss: 0.0312959 | Time: 1523.01 ms
[2021-12-27 14:25:10 main:574] : INFO : Epoch 1955 | loss: 0.0314999 | val_loss: 0.0314351 | Time: 1523.85 ms
[2021-12-27 14:25:11 main:574] : INFO : Epoch 1956 | loss: 0.0348417 | val_loss: 0.0329176 | Time: 1525.56 ms
[2021-12-27 14:25:13 main:574] : INFO : Epoch 1957 | loss: 0.0317663 | val_loss: 0.0314008 | Time: 1525.61 ms
[2021-12-27 14:25:14 main:574] : INFO : Epoch 1958 | loss: 0.0313105 | val_loss: 0.0312713 | Time: 1519.86 ms
[2021-12-27 14:25:16 main:574] : INFO : Epoch 1959 | loss: 0.0312542 | val_loss: 0.0312459 | Time: 1550.24 ms
[2021-12-27 14:25:17 main:574] : INFO : Epoch 1960 | loss: 0.031241 | val_loss: 0.0312394 | Time: 1585.11 ms
[2021-12-27 14:25:19 main:574] : INFO : Epoch 1961 | loss: 0.0312341 | val_loss: 0.0312311 | Time: 1667.33 ms
[2021-12-27 14:25:21 main:574] : INFO : Epoch 1962 | loss: 0.0312229 | val_loss: 0.0312228 | Time: 1691.94 ms
[2021-12-27 14:25:22 main:574] : INFO : Epoch 1963 | loss: 0.0312126 | val_loss: 0.0312136 | Time: 1686.87 ms
[2021-12-27 14:25:24 main:574] : INFO : Epoch 1964 | loss: 0.0312061 | val_loss: 0.031205 | Time: 1671.66 ms
[2021-12-27 14:25:26 main:574] : INFO : Epoch 1965 | loss: 0.0311952 | val_loss: 0.0311988 | Time: 1709.43 ms
[2021-12-27 14:25:28 main:574] : INFO : Epoch 1966 | loss: 0.0311945 | val_loss: 0.0312052 | Time: 1692.46 ms
[2021-12-27 14:25:29 main:574] : INFO : Epoch 1967 | loss: 0.0311899 | val_loss: 0.031192 | Time: 1668.91 ms
[2021-12-27 14:25:31 main:574] : INFO : Epoch 1968 | loss: 0.0311846 | val_loss: 0.031195 | Time: 1676.34 ms
[2021-12-27 14:25:33 main:574] : INFO : Epoch 1969 | loss: 0.0311861 | val_loss: 0.0311899 | Time: 1654.79 ms
[2021-12-27 14:25:34 main:574] : INFO : Epoch 1970 | loss: 0.0311806 | val_loss: 0.0311905 | Time: 1673.35 ms
[2021-12-27 14:25:36 main:574] : INFO : Epoch 1971 | loss: 0.0311785 | val_loss: 0.0311903 | Time: 1665.98 ms
[2021-12-27 14:25:38 main:574] : INFO : Epoch 1972 | loss: 0.0311794 | val_loss: 0.0311909 | Time: 1654.22 ms
[2021-12-27 14:25:39 main:574] : INFO : Epoch 1973 | loss: 0.0311803 | val_loss: 0.0311962 | Time: 1651.81 ms
[2021-12-27 14:25:41 main:574] : INFO : Epoch 1974 | loss: 0.0311792 | val_loss: 0.0311875 | Time: 1685.97 ms
[2021-12-27 14:25:43 main:574] : INFO : Epoch 1975 | loss: 0.031174 | val_loss: 0.0311889 | Time: 1686.56 ms
[2021-12-27 14:25:44 main:574] : INFO : Epoch 1976 | loss: 0.0311766 | val_loss: 0.0311849 | Time: 1661.12 ms
[2021-12-27 14:25:46 main:574] : INFO : Epoch 1977 | loss: 0.0311785 | val_loss: 0.0311881 | Time: 1656.37 ms
[2021-12-27 14:25:48 main:574] : INFO : Epoch 1978 | loss: 0.0311717 | val_loss: 0.0311853 | Time: 1653.05 ms
[2021-12-27 14:25:49 main:574] : INFO : Epoch 1979 | loss: 0.0311705 | val_loss: 0.031185 | Time: 1674.92 ms
[2021-12-27 14:25:51 main:574] : INFO : Epoch 1980 | loss: 0.0311706 | val_loss: 0.0311856 | Time: 1687.61 ms
[2021-12-27 14:25:53 main:574] : INFO : Epoch 1981 | loss: 0.0311693 | val_loss: 0.0311871 | Time: 1668.89 ms
[2021-12-27 14:25:54 main:574] : INFO : Epoch 1982 | loss: 0.031168 | val_loss: 0.0311863 | Time: 1685.36 ms
[2021-12-27 14:25:56 main:574] : INFO : Epoch 1983 | loss: 0.0311678 | val_loss: 0.0311873 | Time: 1674.24 ms
[2021-12-27 14:25:58 main:574] : INFO : Epoch 1984 | loss: 0.0311782 | val_loss: 0.0311902 | Time: 1650.01 ms
[2021-12-27 14:25:59 main:574] : INFO : Epoch 1985 | loss: 0.0311739 | val_loss: 0.031185 | Time: 1686.02 ms
[2021-12-27 14:26:01 main:574] : INFO : Epoch 1986 | loss: 0.0311662 | val_loss: 0.0311878 | Time: 1686.63 ms
[2021-12-27 14:26:03 main:574] : INFO : Epoch 1987 | loss: 0.031167 | val_loss: 0.0311889 | Time: 1684.27 ms
[2021-12-27 14:26:04 main:574] : INFO : Epoch 1988 | loss: 0.031171 | val_loss: 0.0311954 | Time: 1664.59 ms
[2021-12-27 14:26:06 main:574] : INFO : Epoch 1989 | loss: 0.0311724 | val_loss: 0.0311909 | Time: 1658.42 ms
[2021-12-27 14:26:08 main:574] : INFO : Epoch 1990 | loss: 0.0311653 | val_loss: 0.0311863 | Time: 1679.54 ms
[2021-12-27 14:26:09 main:574] : INFO : Epoch 1991 | loss: 0.0311642 | val_loss: 0.031186 | Time: 1698.15 ms
[2021-12-27 14:26:11 main:574] : INFO : Epoch 1992 | loss: 0.0311652 | val_loss: 0.0311854 | Time: 1682.29 ms
[2021-12-27 14:26:13 main:574] : INFO : Epoch 1993 | loss: 0.0311646 | val_loss: 0.0311845 | Time: 1670.2 ms
[2021-12-27 14:26:14 main:574] : INFO : Epoch 1994 | loss: 0.0311643 | val_loss: 0.0311954 | Time: 1672.81 ms
[2021-12-27 14:26:16 main:574] : INFO : Epoch 1995 | loss: 0.0311656 | val_loss: 0.0311872 | Time: 1665.19 ms
[2021-12-27 14:26:18 main:574] : INFO : Epoch 1996 | loss: 0.031161 | val_loss: 0.0311864 | Time: 1717.32 ms
[2021-12-27 14:26:20 main:574] : INFO : Epoch 1997 | loss: 0.0311601 | val_loss: 0.031185 | Time: 1685.19 ms
[2021-12-27 14:26:21 main:574] : INFO : Epoch 1998 | loss: 0.0311595 | val_loss: 0.0311857 | Time: 1679.34 ms
[2021-12-27 14:26:23 main:574] : INFO : Epoch 1999 | loss: 0.0311583 | val_loss: 0.0311852 | Time: 1667.53 ms
[2021-12-27 14:26:25 main:574] : INFO : Epoch 2000 | loss: 0.0311588 | val_loss: 0.0311847 | Time: 1668.88 ms
[2021-12-27 14:26:26 main:574] : INFO : Epoch 2001 | loss: 0.0311588 | val_loss: 0.0311855 | Time: 1656.7 ms
[2021-12-27 14:26:28 main:574] : INFO : Epoch 2002 | loss: 0.0311583 | val_loss: 0.0311859 | Time: 1663.21 ms
[2021-12-27 14:26:30 main:574] : INFO : Epoch 2003 | loss: 0.0311576 | val_loss: 0.0311859 | Time: 1676.02 ms
[2021-12-27 14:26:31 main:574] : INFO : Epoch 2004 | loss: 0.0311576 | val_loss: 0.0311928 | Time: 1724.69 ms
[2021-12-27 14:26:33 main:574] : INFO : Epoch 2005 | loss: 0.0311589 | val_loss: 0.0311941 | Time: 1663.92 ms
[2021-12-27 14:26:35 main:574] : INFO : Epoch 2006 | loss: 0.0311571 | val_loss: 0.0311897 | Time: 1680.23 ms
[2021-12-27 14:26:36 main:574] : INFO : Epoch 2007 | loss: 0.0311608 | val_loss: 0.0311854 | Time: 1670.14 ms
[2021-12-27 14:26:38 main:574] : INFO : Epoch 2008 | loss: 0.0311549 | val_loss: 0.0311888 | Time: 1744.82 ms
[2021-12-27 14:26:40 main:574] : INFO : Epoch 2009 | loss: 0.0311601 | val_loss: 0.0311833 | Time: 1746.45 ms
[2021-12-27 14:26:41 main:574] : INFO : Epoch 2010 | loss: 0.031159 | val_loss: 0.0311887 | Time: 1657.96 ms
[2021-12-27 14:26:43 main:574] : INFO : Epoch 2011 | loss: 0.0311566 | val_loss: 0.0311857 | Time: 1657.21 ms
[2021-12-27 14:26:45 main:574] : INFO : Epoch 2012 | loss: 0.0311581 | val_loss: 0.0311954 | Time: 1657.62 ms
[2021-12-27 14:26:46 main:574] : INFO : Epoch 2013 | loss: 0.0311566 | val_loss: 0.0311875 | Time: 1653.98 ms
[2021-12-27 14:26:48 main:574] : INFO : Epoch 2014 | loss: 0.0311519 | val_loss: 0.0311892 | Time: 1651.83 ms
[2021-12-27 14:26:50 main:574] : INFO : Epoch 2015 | loss: 0.0311533 | val_loss: 0.0311867 | Time: 1665.6 ms
[2021-12-27 14:26:51 main:574] : INFO : Epoch 2016 | loss: 0.0311526 | val_loss: 0.0311889 | Time: 1673.8 ms
[2021-12-27 14:26:53 main:574] : INFO : Epoch 2017 | loss: 0.0311527 | val_loss: 0.0311867 | Time: 1667.26 ms
[2021-12-27 14:26:55 main:574] : INFO : Epoch 2018 | loss: 0.0311552 | val_loss: 0.0311909 | Time: 1685.26 ms
[2021-12-27 14:26:56 main:574] : INFO : Epoch 2019 | loss: 0.0311528 | val_loss: 0.0311871 | Time: 1672.13 ms
[2021-12-27 14:26:58 main:574] : INFO : Epoch 2020 | loss: 0.0311529 | val_loss: 0.0311883 | Time: 1665.56 ms
[2021-12-27 14:27:00 main:574] : INFO : Epoch 2021 | loss: 0.0311502 | val_loss: 0.0311877 | Time: 1694.54 ms
[2021-12-27 14:27:02 main:574] : INFO : Epoch 2022 | loss: 0.0311493 | val_loss: 0.0311899 | Time: 1658.23 ms
[2021-12-27 14:27:03 main:574] : INFO : Epoch 2023 | loss: 0.0311488 | val_loss: 0.0311932 | Time: 1691.93 ms
[2021-12-27 14:27:05 main:574] : INFO : Epoch 2024 | loss: 0.0311503 | val_loss: 0.0311894 | Time: 1672.47 ms
[2021-12-27 14:27:07 main:574] : INFO : Epoch 2025 | loss: 0.0311507 | val_loss: 0.0311893 | Time: 1667.28 ms
[2021-12-27 14:27:08 main:574] : INFO : Epoch 2026 | loss: 0.0311488 | val_loss: 0.0311984 | Time: 1655.37 ms
[2021-12-27 14:27:10 main:574] : INFO : Epoch 2027 | loss: 0.0311498 | val_loss: 0.0311954 | Time: 1678.63 ms
[2021-12-27 14:27:12 main:574] : INFO : Epoch 2028 | loss: 0.0311531 | val_loss: 0.0311878 | Time: 1696.71 ms
[2021-12-27 14:27:13 main:574] : INFO : Epoch 2029 | loss: 0.0311524 | val_loss: 0.0311912 | Time: 1680.82 ms
[2021-12-27 14:27:15 main:574] : INFO : Epoch 2030 | loss: 0.0311471 | val_loss: 0.0311921 | Time: 1683.75 ms
[2021-12-27 14:27:17 main:574] : INFO : Epoch 2031 | loss: 0.031149 | val_loss: 0.0311901 | Time: 1670.17 ms
[2021-12-27 14:27:18 main:574] : INFO : Epoch 2032 | loss: 0.0311457 | val_loss: 0.0311919 | Time: 1660.68 ms
[2021-12-27 14:27:20 main:574] : INFO : Epoch 2033 | loss: 0.0311474 | val_loss: 0.0311916 | Time: 1659.62 ms
[2021-12-27 14:27:22 main:574] : INFO : Epoch 2034 | loss: 0.0311499 | val_loss: 0.0311895 | Time: 1655.96 ms
[2021-12-27 14:27:23 main:574] : INFO : Epoch 2035 | loss: 0.0311516 | val_loss: 0.0311927 | Time: 1654.81 ms
[2021-12-27 14:27:25 main:574] : INFO : Epoch 2036 | loss: 0.0311507 | val_loss: 0.0311959 | Time: 1655.6 ms
[2021-12-27 14:27:27 main:574] : INFO : Epoch 2037 | loss: 0.0311485 | val_loss: 0.031196 | Time: 1662.77 ms
[2021-12-27 14:27:28 main:574] : INFO : Epoch 2038 | loss: 0.031151 | val_loss: 0.0311951 | Time: 1655.68 ms
[2021-12-27 14:27:30 main:574] : INFO : Epoch 2039 | loss: 0.031147 | val_loss: 0.0311917 | Time: 1656.78 ms
[2021-12-27 14:27:32 main:574] : INFO : Epoch 2040 | loss: 0.0311441 | val_loss: 0.0311907 | Time: 1652.27 ms
[2021-12-27 14:27:33 main:574] : INFO : Epoch 2041 | loss: 0.0311437 | val_loss: 0.0311928 | Time: 1654.27 ms
[2021-12-27 14:27:35 main:574] : INFO : Epoch 2042 | loss: 0.0311472 | val_loss: 0.0311922 | Time: 1690.99 ms
[2021-12-27 14:27:37 main:574] : INFO : Epoch 2043 | loss: 0.0311459 | val_loss: 0.0311957 | Time: 1691.49 ms
[2021-12-27 14:27:38 main:574] : INFO : Epoch 2044 | loss: 0.0311457 | val_loss: 0.0311944 | Time: 1655.18 ms
[2021-12-27 14:27:40 main:574] : INFO : Epoch 2045 | loss: 0.0311443 | val_loss: 0.0311911 | Time: 1653.03 ms
[2021-12-27 14:27:42 main:574] : INFO : Epoch 2046 | loss: 0.0311454 | val_loss: 0.0311969 | Time: 1651.58 ms
[2021-12-27 14:27:43 main:574] : INFO : Epoch 2047 | loss: 0.0311433 | val_loss: 0.0311944 | Time: 1656.03 ms
[2021-12-27 14:27:45 main:574] : INFO : Epoch 2048 | loss: 0.0311459 | val_loss: 0.0311934 | Time: 1672.57 ms
[2021-12-27 14:27:45 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311934
[2021-12-27 14:27:45 main:603] : INFO : Saving end state to config to file
[2021-12-27 14:27:45 main:608] : INFO : Success, exiting..
14:27:45 (23012): 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)