Task 10083163
| Name | ParityModified-1638632053-26344-2-0_1 |
| Workunit | 7222114 |
| Created | 21 Dec 2021, 13:42:27 UTC |
| Sent | 21 Dec 2021, 14:07:27 UTC |
| Report deadline | 29 Dec 2021, 14:07:27 UTC |
| Received | 29 Dec 2021, 17:44:21 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 453 |
| Run time | 4 hours 1 min 15 sec |
| CPU time | 4 hours 0 min 52 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,487.34 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.33 GB |
| Peak swap size | 10.47 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version>
<![CDATA[
<stderr_txt>
main:581] : INFO : Epoch 1538 | loss: 0.0311335 | val_loss: 0.0311653 | Time: 7105.26 ms
[2021-12-29 17:44:12 main:581] : INFO : Epoch 1539 | loss: 0.0311339 | val_loss: 0.0311661 | Time: 7068.39 ms
[2021-12-29 17:44:19 main:581] : INFO : Epoch 1540 | loss: 0.0311367 | val_loss: 0.0311684 | Time: 7053.2 ms
[2021-12-29 17:44:26 main:581] : INFO : Epoch 1541 | loss: 0.0311375 | val_loss: 0.0311598 | Time: 7060.81 ms
[2021-12-29 17:44:33 main:581] : INFO : Epoch 1542 | loss: 0.0311359 | val_loss: 0.0311661 | Time: 7076.27 ms
[2021-12-29 17:44:40 main:581] : INFO : Epoch 1543 | loss: 0.0311341 | val_loss: 0.0311662 | Time: 7031.29 ms
[2021-12-29 17:44:47 main:581] : INFO : Epoch 1544 | loss: 0.0311335 | val_loss: 0.031167 | Time: 7072.34 ms
[2021-12-29 17:44:54 main:581] : INFO : Epoch 1545 | loss: 0.0311342 | val_loss: 0.0311623 | Time: 7051.67 ms
[2021-12-29 17:45:01 main:581] : INFO : Epoch 1546 | loss: 0.0311349 | val_loss: 0.0311607 | Time: 7039.6 ms
[2021-12-29 17:45:08 main:581] : INFO : Epoch 1547 | loss: 0.0311342 | val_loss: 0.0311593 | Time: 7099.46 ms
[2021-12-29 17:45:15 main:581] : INFO : Epoch 1548 | loss: 0.0311356 | val_loss: 0.0311629 | Time: 7026.41 ms
[2021-12-29 17:45:22 main:581] : INFO : Epoch 1549 | loss: 0.0311388 | val_loss: 0.0311656 | Time: 7073.99 ms
[2021-12-29 17:45:29 main:581] : INFO : Epoch 1550 | loss: 0.0311399 | val_loss: 0.0311584 | Time: 7049.32 ms
[2021-12-29 17:45:36 main:581] : INFO : Epoch 1551 | loss: 0.0311385 | val_loss: 0.0311577 | Time: 7010.49 ms
[2021-12-29 17:45:43 main:581] : INFO : Epoch 1552 | loss: 0.0311364 | val_loss: 0.0311628 | Time: 7039.61 ms
[2021-12-29 17:45:50 main:581] : INFO : Epoch 1553 | loss: 0.03114 | val_loss: 0.0311598 | Time: 7041.58 ms
[2021-12-29 17:45:57 main:581] : INFO : Epoch 1554 | loss: 0.0311382 | val_loss: 0.0311617 | Time: 7065.43 ms
[2021-12-29 17:46:05 main:581] : INFO : Epoch 1555 | loss: 0.0311374 | val_loss: 0.0311609 | Time: 7127.1 ms
[2021-12-29 17:46:12 main:581] : INFO : Epoch 1556 | loss: 0.0311351 | val_loss: 0.0311579 | Time: 7111.94 ms
[2021-12-29 17:46:19 main:581] : INFO : Epoch 1557 | loss: 0.0311331 | val_loss: 0.031161 | Time: 7075.93 ms
[2021-12-29 17:46:26 main:581] : INFO : Epoch 1558 | loss: 0.0311345 | val_loss: 0.031157 | Time: 7086.09 ms
[2021-12-29 17:46:33 main:581] : INFO : Epoch 1559 | loss: 0.0311363 | val_loss: 0.0311636 | Time: 7085.72 ms
[2021-12-29 17:46:40 main:581] : INFO : Epoch 1560 | loss: 0.0311387 | val_loss: 0.0311639 | Time: 7079.97 ms
[2021-12-29 17:46:47 main:581] : INFO : Epoch 1561 | loss: 0.0311455 | val_loss: 0.0311707 | Time: 7136.74 ms
[2021-12-29 17:46:54 main:581] : INFO : Epoch 1562 | loss: 0.0311507 | val_loss: 0.0311672 | Time: 7035.59 ms
[2021-12-29 17:47:01 main:581] : INFO : Epoch 1563 | loss: 0.0311456 | val_loss: 0.0311644 | Time: 7087.46 ms
[2021-12-29 17:47:08 main:581] : INFO : Epoch 1564 | loss: 0.0311419 | val_loss: 0.0311648 | Time: 7090.42 ms
[2021-12-29 17:47:16 main:581] : INFO : Epoch 1565 | loss: 0.0311413 | val_loss: 0.0311597 | Time: 7156.3 ms
[2021-12-29 17:47:23 main:581] : INFO : Epoch 1566 | loss: 0.0311421 | val_loss: 0.0311645 | Time: 7137.76 ms
[2021-12-29 17:47:30 main:581] : INFO : Epoch 1567 | loss: 0.031138 | val_loss: 0.0311621 | Time: 7156.68 ms
[2021-12-29 17:47:37 main:581] : INFO : Epoch 1568 | loss: 0.0311366 | val_loss: 0.0311578 | Time: 7017.66 ms
[2021-12-29 17:47:44 main:581] : INFO : Epoch 1569 | loss: 0.0311366 | val_loss: 0.0311567 | Time: 7106.88 ms
[2021-12-29 17:47:51 main:581] : INFO : Epoch 1570 | loss: 0.0311367 | val_loss: 0.0311582 | Time: 7034.76 ms
[2021-12-29 17:47:58 main:581] : INFO : Epoch 1571 | loss: 0.0311349 | val_loss: 0.0311616 | Time: 6998.62 ms
[2021-12-29 17:48:05 main:581] : INFO : Epoch 1572 | loss: 0.0311353 | val_loss: 0.0311608 | Time: 7041.92 ms
[2021-12-29 17:48:12 main:581] : INFO : Epoch 1573 | loss: 0.031137 | val_loss: 0.0311615 | Time: 7143.79 ms
[2021-12-29 17:48:19 main:581] : INFO : Epoch 1574 | loss: 0.0311375 | val_loss: 0.0311606 | Time: 7011.62 ms
[2021-12-29 17:48:26 main:581] : INFO : Epoch 1575 | loss: 0.0311364 | val_loss: 0.0311566 | Time: 7050.6 ms
[2021-12-29 17:48:33 main:581] : INFO : Epoch 1576 | loss: 0.0311341 | val_loss: 0.0311608 | Time: 7108.48 ms
[2021-12-29 17:48:40 main:581] : INFO : Epoch 1577 | loss: 0.0311343 | val_loss: 0.0311602 | Time: 7082.07 ms
[2021-12-29 17:48:47 main:581] : INFO : Epoch 1578 | loss: 0.0311339 | val_loss: 0.0311611 | Time: 7021.63 ms
[2021-12-29 17:48:55 main:581] : INFO : Epoch 1579 | loss: 0.0311357 | val_loss: 0.0311632 | Time: 7091.01 ms
[2021-12-29 17:49:02 main:581] : INFO : Epoch 1580 | loss: 0.0311377 | val_loss: 0.031166 | Time: 7102.84 ms
[2021-12-29 17:49:09 main:581] : INFO : Epoch 1581 | loss: 0.0311361 | val_loss: 0.0311602 | Time: 7095.5 ms
[2021-12-29 17:49:16 main:581] : INFO : Epoch 1582 | loss: 0.0311344 | val_loss: 0.0311647 | Time: 7023.74 ms
[2021-12-29 17:49:23 main:581] : INFO : Epoch 1583 | loss: 0.0311347 | val_loss: 0.0311653 | Time: 7066.66 ms
[2021-12-29 17:49:30 main:581] : INFO : Epoch 1584 | loss: 0.0311342 | val_loss: 0.0311599 | Time: 7039.57 ms
[2021-12-29 17:49:37 main:581] : INFO : Epoch 1585 | loss: 0.0311323 | val_loss: 0.0311602 | Time: 7098.34 ms
[2021-12-29 17:49:44 main:581] : INFO : Epoch 1586 | loss: 0.0311336 | val_loss: 0.031159 | Time: 7074.43 ms
[2021-12-29 17:49:51 main:581] : INFO : Epoch 1587 | loss: 0.0311317 | val_loss: 0.0311594 | Time: 7040.35 ms
[2021-12-29 17:49:58 main:581] : INFO : Epoch 1588 | loss: 0.031133 | val_loss: 0.031158 | Time: 7060.98 ms
[2021-12-29 17:50:05 main:581] : INFO : Epoch 1589 | loss: 0.0311325 | val_loss: 0.0311597 | Time: 7086.09 ms
[2021-12-29 17:50:12 main:581] : INFO : Epoch 1590 | loss: 0.0311343 | val_loss: 0.0311575 | Time: 7075.39 ms
[2021-12-29 17:50:19 main:581] : INFO : Epoch 1591 | loss: 0.0311317 | val_loss: 0.0311636 | Time: 7060.97 ms
[2021-12-29 17:50:26 main:581] : INFO : Epoch 1592 | loss: 0.0311332 | val_loss: 0.0311578 | Time: 7050.11 ms
[2021-12-29 17:50:34 main:581] : INFO : Epoch 1593 | loss: 0.0311325 | val_loss: 0.0311622 | Time: 7056.95 ms
[2021-12-29 17:50:41 main:581] : INFO : Epoch 1594 | loss: 0.031132 | val_loss: 0.0311582 | Time: 7089.28 ms
[2021-12-29 17:50:48 main:581] : INFO : Epoch 1595 | loss: 0.031132 | val_loss: 0.031158 | Time: 7085.41 ms
[2021-12-29 17:50:55 main:581] : INFO : Epoch 1596 | loss: 0.0311331 | val_loss: 0.0311626 | Time: 7141.55 ms
[2021-12-29 17:51:02 main:581] : INFO : Epoch 1597 | loss: 0.0311338 | val_loss: 0.0311626 | Time: 7065.16 ms
[2021-12-29 17:51:09 main:581] : INFO : Epoch 1598 | loss: 0.0311349 | val_loss: 0.0311579 | Time: 7123.36 ms
[2021-12-29 17:51:16 main:581] : INFO : Epoch 1599 | loss: 0.0311359 | val_loss: 0.0311602 | Time: 7128.51 ms
[2021-12-29 17:51:23 main:581] : INFO : Epoch 1600 | loss: 0.0311476 | val_loss: 0.0311603 | Time: 7050.86 ms
[2021-12-29 17:51:30 main:581] : INFO : Epoch 1601 | loss: 0.0311538 | val_loss: 0.0311706 | Time: 7014.54 ms
[2021-12-29 17:51:37 main:581] : INFO : Epoch 1602 | loss: 0.0311709 | val_loss: 0.0311746 | Time: 7050.2 ms
[2021-12-29 17:51:44 main:581] : INFO : Epoch 1603 | loss: 0.0311731 | val_loss: 0.0311763 | Time: 7077.8 ms
[2021-12-29 17:51:51 main:581] : INFO : Epoch 1604 | loss: 0.0311719 | val_loss: 0.0311745 | Time: 7107.98 ms
[2021-12-29 17:51:59 main:581] : INFO : Epoch 1605 | loss: 0.0311704 | val_loss: 0.0311779 | Time: 7082.77 ms
[2021-12-29 17:52:06 main:581] : INFO : Epoch 1606 | loss: 0.0311706 | val_loss: 0.0311753 | Time: 7070.94 ms
[2021-12-29 17:52:13 main:581] : INFO : Epoch 1607 | loss: 0.0311667 | val_loss: 0.031175 | Time: 7128.56 ms
[2021-12-29 17:52:20 main:581] : INFO : Epoch 1608 | loss: 0.0311652 | val_loss: 0.0311708 | Time: 7145.81 ms
[2021-12-29 17:52:27 main:581] : INFO : Epoch 1609 | loss: 0.0311693 | val_loss: 0.0311813 | Time: 7027.32 ms
[2021-12-29 17:52:34 main:581] : INFO : Epoch 1610 | loss: 0.0311853 | val_loss: 0.0311926 | Time: 7029.95 ms
[2021-12-29 17:52:41 main:581] : INFO : Epoch 1611 | loss: 0.0311886 | val_loss: 0.0311927 | Time: 7047.61 ms
[2021-12-29 17:52:48 main:581] : INFO : Epoch 1612 | loss: 0.0311883 | val_loss: 0.0311926 | Time: 7089.72 ms
[2021-12-29 17:52:55 main:581] : INFO : Epoch 1613 | loss: 0.0311862 | val_loss: 0.031191 | Time: 7105.57 ms
[2021-12-29 17:53:02 main:581] : INFO : Epoch 1614 | loss: 0.0311865 | val_loss: 0.0311957 | Time: 7024.47 ms
[2021-12-29 17:53:09 main:581] : INFO : Epoch 1615 | loss: 0.0311875 | val_loss: 0.0312016 | Time: 7019.72 ms
[2021-12-29 17:53:16 main:581] : INFO : Epoch 1616 | loss: 0.0312028 | val_loss: 0.0311963 | Time: 7048.5 ms
[2021-12-29 17:53:23 main:581] : INFO : Epoch 1617 | loss: 0.0312017 | val_loss: 0.0312121 | Time: 7054.65 ms
[2021-12-29 17:53:30 main:581] : INFO : Epoch 1618 | loss: 0.0312069 | val_loss: 0.0312064 | Time: 7010.97 ms
[2021-12-29 17:53:37 main:581] : INFO : Epoch 1619 | loss: 0.0312027 | val_loss: 0.0312008 | Time: 7041.85 ms
[2021-12-29 17:53:45 main:581] : INFO : Epoch 1620 | loss: 0.0312017 | val_loss: 0.0312095 | Time: 7079.98 ms
[2021-12-29 17:53:52 main:581] : INFO : Epoch 1621 | loss: 0.031204 | val_loss: 0.0312043 | Time: 7088.21 ms
[2021-12-29 17:53:59 main:581] : INFO : Epoch 1622 | loss: 0.0312004 | val_loss: 0.0312013 | Time: 7058.12 ms
[2021-12-29 17:54:06 main:581] : INFO : Epoch 1623 | loss: 0.0311991 | val_loss: 0.0311997 | Time: 7073.03 ms
[2021-12-29 17:54:13 main:581] : INFO : Epoch 1624 | loss: 0.0311974 | val_loss: 0.0312017 | Time: 7117.52 ms
[2021-12-29 17:54:20 main:581] : INFO : Epoch 1625 | loss: 0.0312067 | val_loss: 0.0312095 | Time: 7019.91 ms
[2021-12-29 17:54:27 main:581] : INFO : Epoch 1626 | loss: 0.03121 | val_loss: 0.0312097 | Time: 7140.31 ms
[2021-12-29 17:54:34 main:581] : INFO : Epoch 1627 | loss: 0.0312071 | val_loss: 0.0312083 | Time: 7068.1 ms
[2021-12-29 17:54:41 main:581] : INFO : Epoch 1628 | loss: 0.0312079 | val_loss: 0.0312081 | Time: 7088.47 ms
[2021-12-29 17:54:48 main:581] : INFO : Epoch 1629 | loss: 0.0312072 | val_loss: 0.0312061 | Time: 7030.6 ms
[2021-12-29 17:54:55 main:581] : INFO : Epoch 1630 | loss: 0.031205 | val_loss: 0.0312063 | Time: 7066.93 ms
[2021-12-29 17:55:02 main:581] : INFO : Epoch 1631 | loss: 0.031203 | val_loss: 0.0312032 | Time: 7036.78 ms
[2021-12-29 17:55:09 main:581] : INFO : Epoch 1632 | loss: 0.0312019 | val_loss: 0.031203 | Time: 7096.54 ms
[2021-12-29 17:55:16 main:581] : INFO : Epoch 1633 | loss: 0.0312019 | val_loss: 0.0312058 | Time: 7057.75 ms
[2021-12-29 17:55:24 main:581] : INFO : Epoch 1634 | loss: 0.0312044 | val_loss: 0.0312024 | Time: 7037.29 ms
[2021-12-29 17:55:31 main:581] : INFO : Epoch 1635 | loss: 0.0312 | val_loss: 0.0312024 | Time: 7051.43 ms
[2021-12-29 17:55:38 main:581] : INFO : Epoch 1636 | loss: 0.0311988 | val_loss: 0.0312008 | Time: 7117.42 ms
[2021-12-29 17:55:45 main:581] : INFO : Epoch 1637 | loss: 0.0311984 | val_loss: 0.0311996 | Time: 7074.68 ms
[2021-12-29 17:55:52 main:581] : INFO : Epoch 1638 | loss: 0.0311985 | val_loss: 0.0312021 | Time: 6999.43 ms
[2021-12-29 17:55:59 main:581] : INFO : Epoch 1639 | loss: 0.0311979 | val_loss: 0.0312009 | Time: 7115.52 ms
[2021-12-29 17:56:06 main:581] : INFO : Epoch 1640 | loss: 0.0311995 | val_loss: 0.0311998 | Time: 7099.73 ms
[2021-12-29 17:56:13 main:581] : INFO : Epoch 1641 | loss: 0.0311994 | val_loss: 0.0312019 | Time: 7047.08 ms
[2021-12-29 17:56:20 main:581] : INFO : Epoch 1642 | loss: 0.0311961 | val_loss: 0.0312011 | Time: 7068.1 ms
[2021-12-29 17:56:27 main:581] : INFO : Epoch 1643 | loss: 0.031195 | val_loss: 0.0312008 | Time: 7084.16 ms
[2021-12-29 17:56:34 main:581] : INFO : Epoch 1644 | loss: 0.0311938 | val_loss: 0.0311988 | Time: 7048.6 ms
[2021-12-29 17:56:41 main:581] : INFO : Epoch 1645 | loss: 0.0311945 | val_loss: 0.0311992 | Time: 7104.25 ms
[2021-12-29 17:56:48 main:581] : INFO : Epoch 1646 | loss: 0.0311954 | val_loss: 0.0311974 | Time: 7034.39 ms
[2021-12-29 17:56:55 main:581] : INFO : Epoch 1647 | loss: 0.0311962 | val_loss: 0.0311971 | Time: 7064.12 ms
[2021-12-29 17:57:03 main:581] : INFO : Epoch 1648 | loss: 0.0311975 | val_loss: 0.0312067 | Time: 7090.15 ms
[2021-12-29 17:57:10 main:581] : INFO : Epoch 1649 | loss: 0.031195 | val_loss: 0.0312025 | Time: 7094.51 ms
[2021-12-29 17:57:17 main:581] : INFO : Epoch 1650 | loss: 0.0311969 | val_loss: 0.0311991 | Time: 7047.77 ms
[2021-12-29 17:57:24 main:581] : INFO : Epoch 1651 | loss: 0.0311927 | val_loss: 0.0311975 | Time: 7012.42 ms
[2021-12-29 17:57:31 main:581] : INFO : Epoch 1652 | loss: 0.0311918 | val_loss: 0.0311961 | Time: 6994.43 ms
[2021-12-29 17:57:38 main:581] : INFO : Epoch 1653 | loss: 0.0311916 | val_loss: 0.0311965 | Time: 7030.09 ms
[2021-12-29 17:57:45 main:581] : INFO : Epoch 1654 | loss: 0.0311918 | val_loss: 0.0311953 | Time: 7059.16 ms
[2021-12-29 17:57:52 main:581] : INFO : Epoch 1655 | loss: 0.0311907 | val_loss: 0.0311945 | Time: 7049.99 ms
[2021-12-29 17:57:59 main:581] : INFO : Epoch 1656 | loss: 0.0311906 | val_loss: 0.0311959 | Time: 7041.1 ms
[2021-12-29 17:58:06 main:581] : INFO : Epoch 1657 | loss: 0.0311905 | val_loss: 0.0311949 | Time: 7050.13 ms
[2021-12-29 17:58:13 main:581] : INFO : Epoch 1658 | loss: 0.0311899 | val_loss: 0.0311978 | Time: 7052.21 ms
[2021-12-29 17:58:20 main:581] : INFO : Epoch 1659 | loss: 0.0311907 | val_loss: 0.0311965 | Time: 7082.01 ms
[2021-12-29 17:58:27 main:581] : INFO : Epoch 1660 | loss: 0.0311897 | val_loss: 0.0311952 | Time: 7081.17 ms
[2021-12-29 17:58:34 main:581] : INFO : Epoch 1661 | loss: 0.0311902 | val_loss: 0.0311971 | Time: 7059.95 ms
[2021-12-29 17:58:41 main:581] : INFO : Epoch 1662 | loss: 0.0311903 | val_loss: 0.031196 | Time: 7081.54 ms
[2021-12-29 17:58:48 main:581] : INFO : Epoch 1663 | loss: 0.0311897 | val_loss: 0.031194 | Time: 7043.34 ms
[2021-12-29 17:58:56 main:581] : INFO : Epoch 1664 | loss: 0.0311882 | val_loss: 0.0311947 | Time: 7137.18 ms
[2021-12-29 17:59:03 main:581] : INFO : Epoch 1665 | loss: 0.0311866 | val_loss: 0.0311942 | Time: 7087.17 ms
[2021-12-29 17:59:10 main:581] : INFO : Epoch 1666 | loss: 0.0311863 | val_loss: 0.0311928 | Time: 7017.68 ms
[2021-12-29 17:59:17 main:581] : INFO : Epoch 1667 | loss: 0.0311861 | val_loss: 0.0311944 | Time: 7025.43 ms
[2021-12-29 17:59:24 main:581] : INFO : Epoch 1668 | loss: 0.0311864 | val_loss: 0.0311981 | Time: 7020.48 ms
[2021-12-29 17:59:31 main:581] : INFO : Epoch 1669 | loss: 0.0311892 | val_loss: 0.0311947 | Time: 7068.16 ms
[2021-12-29 17:59:38 main:581] : INFO : Epoch 1670 | loss: 0.0311954 | val_loss: 0.0311996 | Time: 7051.38 ms
[2021-12-29 17:59:45 main:581] : INFO : Epoch 1671 | loss: 0.0311948 | val_loss: 0.0311963 | Time: 7038.16 ms
[2021-12-29 17:59:52 main:581] : INFO : Epoch 1672 | loss: 0.0311918 | val_loss: 0.0311949 | Time: 7012.4 ms
[2021-12-29 17:59:59 main:581] : INFO : Epoch 1673 | loss: 0.0311903 | val_loss: 0.0311954 | Time: 7056.97 ms
[2021-12-29 18:00:06 main:581] : INFO : Epoch 1674 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 7042.15 ms
[2021-12-29 18:00:13 main:581] : INFO : Epoch 1675 | loss: 0.0311898 | val_loss: 0.031195 | Time: 7081.66 ms
[2021-12-29 18:00:20 main:581] : INFO : Epoch 1676 | loss: 0.0311885 | val_loss: 0.031193 | Time: 7046.39 ms
[2021-12-29 18:00:27 main:581] : INFO : Epoch 1677 | loss: 0.0311894 | val_loss: 0.031194 | Time: 7035.04 ms
[2021-12-29 18:00:34 main:581] : INFO : Epoch 1678 | loss: 0.0311929 | val_loss: 0.0311954 | Time: 7091.89 ms
[2021-12-29 18:00:41 main:581] : INFO : Epoch 1679 | loss: 0.0311927 | val_loss: 0.0311973 | Time: 6738.23 ms
[2021-12-29 18:00:48 main:581] : INFO : Epoch 1680 | loss: 0.0311906 | val_loss: 0.0311962 | Time: 7200.57 ms
[2021-12-29 18:00:55 main:581] : INFO : Epoch 1681 | loss: 0.0311899 | val_loss: 0.0311941 | Time: 7265.91 ms
[2021-12-29 18:01:03 main:581] : INFO : Epoch 1682 | loss: 0.031189 | val_loss: 0.0311915 | Time: 7119.98 ms
[2021-12-29 18:01:10 main:581] : INFO : Epoch 1683 | loss: 0.0311885 | val_loss: 0.0311927 | Time: 7060.85 ms
[2021-12-29 18:01:17 main:581] : INFO : Epoch 1684 | loss: 0.0311892 | val_loss: 0.0311955 | Time: 7047.86 ms
[2021-12-29 18:01:24 main:581] : INFO : Epoch 1685 | loss: 0.0311882 | val_loss: 0.0311938 | Time: 7084.07 ms
[2021-12-29 18:01:31 main:581] : INFO : Epoch 1686 | loss: 0.0311873 | val_loss: 0.0311931 | Time: 7055.35 ms
[2021-12-29 18:01:38 main:581] : INFO : Epoch 1687 | loss: 0.0311865 | val_loss: 0.0311954 | Time: 7057.44 ms
[2021-12-29 18:01:45 main:581] : INFO : Epoch 1688 | loss: 0.0311863 | val_loss: 0.0311932 | Time: 7039.32 ms
[2021-12-29 18:01:52 main:581] : INFO : Epoch 1689 | loss: 0.0311865 | val_loss: 0.0311958 | Time: 7073.5 ms
[2021-12-29 18:01:59 main:581] : INFO : Epoch 1690 | loss: 0.0311863 | val_loss: 0.0311963 | Time: 7115.14 ms
[2021-12-29 18:02:06 main:581] : INFO : Epoch 1691 | loss: 0.0311872 | val_loss: 0.0311941 | Time: 7077.52 ms
[2021-12-29 18:02:13 main:581] : INFO : Epoch 1692 | loss: 0.0311867 | val_loss: 0.0311939 | Time: 7010.86 ms
[2021-12-29 18:02:20 main:581] : INFO : Epoch 1693 | loss: 0.0311841 | val_loss: 0.0311937 | Time: 7033.21 ms
[2021-12-29 18:02:27 main:581] : INFO : Epoch 1694 | loss: 0.0311848 | val_loss: 0.0311928 | Time: 7085.62 ms
[2021-12-29 18:02:34 main:581] : INFO : Epoch 1695 | loss: 0.0311858 | val_loss: 0.0311946 | Time: 7156.64 ms
[2021-12-29 18:02:42 main:581] : INFO : Epoch 1696 | loss: 0.0311883 | val_loss: 0.0311939 | Time: 7137.06 ms
[2021-12-29 18:02:49 main:581] : INFO : Epoch 1697 | loss: 0.0311873 | val_loss: 0.0311939 | Time: 7144.3 ms
[2021-12-29 18:02:56 main:581] : INFO : Epoch 1698 | loss: 0.0311874 | val_loss: 0.0311928 | Time: 7058.68 ms
[2021-12-29 18:03:03 main:581] : INFO : Epoch 1699 | loss: 0.0311869 | val_loss: 0.0311935 | Time: 7104.91 ms
[2021-12-29 18:03:10 main:581] : INFO : Epoch 1700 | loss: 0.0311869 | val_loss: 0.0311974 | Time: 7032.01 ms
[2021-12-29 18:03:17 main:581] : INFO : Epoch 1701 | loss: 0.0311875 | val_loss: 0.0311951 | Time: 7127.55 ms
[2021-12-29 18:03:24 main:581] : INFO : Epoch 1702 | loss: 0.0311866 | val_loss: 0.0311944 | Time: 7043.48 ms
[2021-12-29 18:03:31 main:581] : INFO : Epoch 1703 | loss: 0.0311862 | val_loss: 0.0311931 | Time: 7002.87 ms
[2021-12-29 18:03:38 main:581] : INFO : Epoch 1704 | loss: 0.0311853 | val_loss: 0.0311929 | Time: 7121.66 ms
[2021-12-29 18:03:45 main:581] : INFO : Epoch 1705 | loss: 0.0311883 | val_loss: 0.0311941 | Time: 7065.31 ms
[2021-12-29 18:03:52 main:581] : INFO : Epoch 1706 | loss: 0.0311918 | val_loss: 0.0311947 | Time: 7121.41 ms
[2021-12-29 18:04:00 main:581] : INFO : Epoch 1707 | loss: 0.0311915 | val_loss: 0.0311964 | Time: 7059.4 ms
[2021-12-29 18:04:07 main:581] : INFO : Epoch 1708 | loss: 0.0311912 | val_loss: 0.031198 | Time: 7054.15 ms
[2021-12-29 18:04:14 main:581] : INFO : Epoch 1709 | loss: 0.0311906 | val_loss: 0.0311943 | Time: 7082.27 ms
[2021-12-29 18:04:21 main:581] : INFO : Epoch 1710 | loss: 0.0311905 | val_loss: 0.0311952 | Time: 7068.9 ms
[2021-12-29 18:04:28 main:581] : INFO : Epoch 1711 | loss: 0.0311903 | val_loss: 0.0311948 | Time: 7128.28 ms
[2021-12-29 18:04:35 main:581] : INFO : Epoch 1712 | loss: 0.0311883 | val_loss: 0.031192 | Time: 7145.14 ms
[2021-12-29 18:04:42 main:581] : INFO : Epoch 1713 | loss: 0.0311879 | val_loss: 0.0311947 | Time: 7054.45 ms
[2021-12-29 18:04:49 main:581] : INFO : Epoch 1714 | loss: 0.0311873 | val_loss: 0.0311934 | Time: 7082.08 ms
[2021-12-29 18:04:56 main:581] : INFO : Epoch 1715 | loss: 0.0311865 | val_loss: 0.0311935 | Time: 7023.21 ms
[2021-12-29 18:05:03 main:581] : INFO : Epoch 1716 | loss: 0.0311854 | val_loss: 0.0311929 | Time: 7069.57 ms
[2021-12-29 18:05:10 main:581] : INFO : Epoch 1717 | loss: 0.0311867 | val_loss: 0.0311942 | Time: 7061.36 ms
[2021-12-29 18:05:17 main:581] : INFO : Epoch 1718 | loss: 0.0311881 | val_loss: 0.0311953 | Time: 7085.43 ms
[2021-12-29 18:05:25 main:581] : INFO : Epoch 1719 | loss: 0.0311906 | val_loss: 0.0311951 | Time: 7104.76 ms
[2021-12-29 18:05:32 main:581] : INFO : Epoch 1720 | loss: 0.0311916 | val_loss: 0.0311914 | Time: 7117.14 ms
[2021-12-29 18:05:39 main:581] : INFO : Epoch 1721 | loss: 0.0311928 | val_loss: 0.0311949 | Time: 7100.14 ms
[2021-12-29 18:05:46 main:581] : INFO : Epoch 1722 | loss: 0.0311902 | val_loss: 0.0311942 | Time: 7103.15 ms
[2021-12-29 18:05:53 main:581] : INFO : Epoch 1723 | loss: 0.0311885 | val_loss: 0.031192 | Time: 6980.22 ms
[2021-12-29 18:06:00 main:581] : INFO : Epoch 1724 | loss: 0.0311857 | val_loss: 0.0311893 | Time: 7087.29 ms
[2021-12-29 18:06:07 main:581] : INFO : Epoch 1725 | loss: 0.0311859 | val_loss: 0.0311898 | Time: 7138.19 ms
[2021-12-29 18:06:14 main:581] : INFO : Epoch 1726 | loss: 0.0311842 | val_loss: 0.0311898 | Time: 7065.63 ms
[2021-12-29 18:06:21 main:581] : INFO : Epoch 1727 | loss: 0.0311855 | val_loss: 0.0311896 | Time: 7101.09 ms
[2021-12-29 18:06:28 main:581] : INFO : Epoch 1728 | loss: 0.0311846 | val_loss: 0.0311926 | Time: 7145.63 ms
[2021-12-29 18:06:35 main:581] : INFO : Epoch 1729 | loss: 0.0311861 | val_loss: 0.0311908 | Time: 7098.56 ms
[2021-12-29 18:06:43 main:581] : INFO : Epoch 1730 | loss: 0.0311861 | val_loss: 0.0311924 | Time: 7098.87 ms
[2021-12-29 18:06:50 main:581] : INFO : Epoch 1731 | loss: 0.0311882 | val_loss: 0.0311895 | Time: 7103.18 ms
[2021-12-29 18:06:57 main:581] : INFO : Epoch 1732 | loss: 0.0311861 | val_loss: 0.0311895 | Time: 7097.21 ms
[2021-12-29 18:07:04 main:581] : INFO : Epoch 1733 | loss: 0.0311848 | val_loss: 0.031189 | Time: 7094.19 ms
[2021-12-29 18:07:11 main:581] : INFO : Epoch 1734 | loss: 0.0311846 | val_loss: 0.0311874 | Time: 7088.81 ms
[2021-12-29 18:07:18 main:581] : INFO : Epoch 1735 | loss: 0.0311829 | val_loss: 0.0311861 | Time: 7093.54 ms
[2021-12-29 18:07:25 main:581] : INFO : Epoch 1736 | loss: 0.0311845 | val_loss: 0.0311867 | Time: 7071.31 ms
[2021-12-29 18:07:32 main:581] : INFO : Epoch 1737 | loss: 0.031184 | val_loss: 0.0311892 | Time: 7114.17 ms
[2021-12-29 18:07:39 main:581] : INFO : Epoch 1738 | loss: 0.031185 | val_loss: 0.0311906 | Time: 7081.71 ms
[2021-12-29 18:07:46 main:581] : INFO : Epoch 1739 | loss: 0.0311825 | val_loss: 0.0311886 | Time: 7044.5 ms
[2021-12-29 18:07:53 main:581] : INFO : Epoch 1740 | loss: 0.0311824 | val_loss: 0.0311874 | Time: 7034.38 ms
[2021-12-29 18:08:01 main:581] : INFO : Epoch 1741 | loss: 0.031183 | val_loss: 0.0311908 | Time: 7093.55 ms
[2021-12-29 18:08:08 main:581] : INFO : Epoch 1742 | loss: 0.031184 | val_loss: 0.0311907 | Time: 7128.15 ms
[2021-12-29 18:08:15 main:581] : INFO : Epoch 1743 | loss: 0.0311849 | val_loss: 0.0311901 | Time: 7104.83 ms
[2021-12-29 18:08:22 main:581] : INFO : Epoch 1744 | loss: 0.0311841 | val_loss: 0.0311905 | Time: 7084.98 ms
[2021-12-29 18:08:29 main:581] : INFO : Epoch 1745 | loss: 0.0311832 | val_loss: 0.0311943 | Time: 7118.86 ms
[2021-12-29 18:08:36 main:581] : INFO : Epoch 1746 | loss: 0.0311859 | val_loss: 0.0311907 | Time: 7078.24 ms
[2021-12-29 18:08:43 main:581] : INFO : Epoch 1747 | loss: 0.0311874 | val_loss: 0.0311937 | Time: 7056.33 ms
[2021-12-29 18:08:50 main:581] : INFO : Epoch 1748 | loss: 0.0311847 | val_loss: 0.0311955 | Time: 7088.53 ms
[2021-12-29 18:08:57 main:581] : INFO : Epoch 1749 | loss: 0.0311835 | val_loss: 0.0311911 | Time: 7097.53 ms
[2021-12-29 18:09:04 main:581] : INFO : Epoch 1750 | loss: 0.0311834 | val_loss: 0.0311901 | Time: 7099.68 ms
[2021-12-29 18:09:11 main:581] : INFO : Epoch 1751 | loss: 0.0311847 | val_loss: 0.0311917 | Time: 7018.26 ms
[2021-12-29 18:09:18 main:581] : INFO : Epoch 1752 | loss: 0.0311835 | val_loss: 0.0311951 | Time: 7010.94 ms
[2021-12-29 18:09:25 main:581] : INFO : Epoch 1753 | loss: 0.0311831 | val_loss: 0.0311911 | Time: 7041.6 ms
[2021-12-29 18:09:33 main:581] : INFO : Epoch 1754 | loss: 0.0311819 | val_loss: 0.0311938 | Time: 7074.99 ms
[2021-12-29 18:09:40 main:581] : INFO : Epoch 1755 | loss: 0.0311812 | val_loss: 0.0311901 | Time: 7020.83 ms
[2021-12-29 18:09:47 main:581] : INFO : Epoch 1756 | loss: 0.0311811 | val_loss: 0.0312021 | Time: 7024.45 ms
[2021-12-29 18:09:54 main:581] : INFO : Epoch 1757 | loss: 0.031183 | val_loss: 0.0311918 | Time: 7007.87 ms
[2021-12-29 18:10:01 main:581] : INFO : Epoch 1758 | loss: 0.0311801 | val_loss: 0.0311905 | Time: 7020.29 ms
[2021-12-29 18:10:08 main:581] : INFO : Epoch 1759 | loss: 0.0311808 | val_loss: 0.0311926 | Time: 7009.01 ms
[2021-12-29 18:10:15 main:581] : INFO : Epoch 1760 | loss: 0.0311793 | val_loss: 0.0311894 | Time: 7003.04 ms
[2021-12-29 18:10:22 main:581] : INFO : Epoch 1761 | loss: 0.0311823 | val_loss: 0.0311928 | Time: 7023.03 ms
[2021-12-29 18:10:29 main:581] : INFO : Epoch 1762 | loss: 0.0311819 | val_loss: 0.0311923 | Time: 7071.16 ms
[2021-12-29 18:10:36 main:581] : INFO : Epoch 1763 | loss: 0.031181 | val_loss: 0.0311919 | Time: 7046.67 ms
[2021-12-29 18:10:43 main:581] : INFO : Epoch 1764 | loss: 0.0311817 | val_loss: 0.03119 | Time: 7042.01 ms
[2021-12-29 18:10:50 main:581] : INFO : Epoch 1765 | loss: 0.0311802 | val_loss: 0.0311905 | Time: 7103.75 ms
[2021-12-29 18:10:57 main:581] : INFO : Epoch 1766 | loss: 0.0311826 | val_loss: 0.0311949 | Time: 7081.27 ms
[2021-12-29 18:11:04 main:581] : INFO : Epoch 1767 | loss: 0.031184 | val_loss: 0.0311892 | Time: 7027.19 ms
[2021-12-29 18:11:11 main:581] : INFO : Epoch 1768 | loss: 0.0311846 | val_loss: 0.0311902 | Time: 7036.04 ms
[2021-12-29 18:11:18 main:581] : INFO : Epoch 1769 | loss: 0.0311863 | val_loss: 0.0311963 | Time: 7055.25 ms
[2021-12-29 18:11:25 main:581] : INFO : Epoch 1770 | loss: 0.0311836 | val_loss: 0.0311912 | Time: 7049.72 ms
[2021-12-29 18:11:32 main:581] : INFO : Epoch 1771 | loss: 0.031185 | val_loss: 0.0311899 | Time: 7103.19 ms
[2021-12-29 18:11:39 main:581] : INFO : Epoch 1772 | loss: 0.0311878 | val_loss: 0.0311964 | Time: 7124.9 ms
[2021-12-29 18:11:47 main:581] : INFO : Epoch 1773 | loss: 0.0311888 | val_loss: 0.0311914 | Time: 7083.82 ms
[2021-12-29 18:11:54 main:581] : INFO : Epoch 1774 | loss: 0.0311879 | val_loss: 0.0311917 | Time: 7060.32 ms
[2021-12-29 18:12:01 main:581] : INFO : Epoch 1775 | loss: 0.0311893 | val_loss: 0.0311919 | Time: 7125.33 ms
[2021-12-29 18:12:08 main:581] : INFO : Epoch 1776 | loss: 0.0311882 | val_loss: 0.0311919 | Time: 7121.13 ms
[2021-12-29 18:12:15 main:581] : INFO : Epoch 1777 | loss: 0.0311868 | val_loss: 0.0311893 | Time: 7089.58 ms
[2021-12-29 18:12:22 main:581] : INFO : Epoch 1778 | loss: 0.0311884 | val_loss: 0.0311927 | Time: 7057.57 ms
[2021-12-29 18:12:29 main:581] : INFO : Epoch 1779 | loss: 0.031185 | val_loss: 0.0311866 | Time: 7028.93 ms
[2021-12-29 18:12:36 main:581] : INFO : Epoch 1780 | loss: 0.0311837 | val_loss: 0.031186 | Time: 7141.33 ms
[2021-12-29 18:12:43 main:581] : INFO : Epoch 1781 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 7138.55 ms
[2021-12-29 18:12:50 main:581] : INFO : Epoch 1782 | loss: 0.031184 | val_loss: 0.0311889 | Time: 7099.9 ms
[2021-12-29 18:12:57 main:581] : INFO : Epoch 1783 | loss: 0.0311855 | val_loss: 0.03119 | Time: 7084.97 ms
[2021-12-29 18:13:05 main:581] : INFO : Epoch 1784 | loss: 0.0311829 | val_loss: 0.0311864 | Time: 7086.96 ms
[2021-12-29 18:13:12 main:581] : INFO : Epoch 1785 | loss: 0.0311823 | val_loss: 0.0311861 | Time: 7081.79 ms
[2021-12-29 18:13:19 main:581] : INFO : Epoch 1786 | loss: 0.0311813 | val_loss: 0.0311861 | Time: 7014.96 ms
[2021-12-29 18:13:26 main:581] : INFO : Epoch 1787 | loss: 0.031181 | val_loss: 0.0311879 | Time: 6981.47 ms
[2021-12-29 18:13:33 main:581] : INFO : Epoch 1788 | loss: 0.0311813 | val_loss: 0.0311876 | Time: 7048.02 ms
[2021-12-29 18:13:40 main:581] : INFO : Epoch 1789 | loss: 0.0311801 | val_loss: 0.0311874 | Time: 7035.28 ms
[2021-12-29 18:13:47 main:581] : INFO : Epoch 1790 | loss: 0.0311827 | val_loss: 0.0311867 | Time: 7037.92 ms
[2021-12-29 18:13:54 main:581] : INFO : Epoch 1791 | loss: 0.0311818 | val_loss: 0.031188 | Time: 7061.22 ms
[2021-12-29 18:14:01 main:581] : INFO : Epoch 1792 | loss: 0.0311814 | val_loss: 0.0311883 | Time: 7042.47 ms
[2021-12-29 18:14:08 main:581] : INFO : Epoch 1793 | loss: 0.0311818 | val_loss: 0.0311887 | Time: 7033.52 ms
[2021-12-29 18:14:15 main:581] : INFO : Epoch 1794 | loss: 0.0311793 | val_loss: 0.0311897 | Time: 7051.19 ms
[2021-12-29 18:14:22 main:581] : INFO : Epoch 1795 | loss: 0.0311802 | val_loss: 0.031188 | Time: 7091.61 ms
[2021-12-29 18:14:29 main:581] : INFO : Epoch 1796 | loss: 0.0311789 | val_loss: 0.0311883 | Time: 7129.93 ms
[2021-12-29 18:14:36 main:581] : INFO : Epoch 1797 | loss: 0.0311788 | val_loss: 0.0311897 | Time: 7113 ms
[2021-12-29 18:14:43 main:581] : INFO : Epoch 1798 | loss: 0.0311779 | val_loss: 0.0311876 | Time: 7125.34 ms
[2021-12-29 18:14:51 main:581] : INFO : Epoch 1799 | loss: 0.031178 | val_loss: 0.0311903 | Time: 7100.58 ms
[2021-12-29 18:14:58 main:581] : INFO : Epoch 1800 | loss: 0.0311809 | val_loss: 0.03119 | Time: 7112.98 ms
[2021-12-29 18:15:05 main:581] : INFO : Epoch 1801 | loss: 0.0311802 | val_loss: 0.0311875 | Time: 7075.58 ms
[2021-12-29 18:15:12 main:581] : INFO : Epoch 1802 | loss: 0.0311802 | val_loss: 0.0311911 | Time: 7135.78 ms
[2021-12-29 18:15:19 main:581] : INFO : Epoch 1803 | loss: 0.0311818 | val_loss: 0.0311882 | Time: 7154.47 ms
[2021-12-29 18:15:26 main:581] : INFO : Epoch 1804 | loss: 0.0311815 | val_loss: 0.0311906 | Time: 7132.72 ms
[2021-12-29 18:15:33 main:581] : INFO : Epoch 1805 | loss: 0.0311811 | val_loss: 0.0311916 | Time: 7083.61 ms
[2021-12-29 18:15:40 main:581] : INFO : Epoch 1806 | loss: 0.0311804 | val_loss: 0.0311909 | Time: 7051.27 ms
[2021-12-29 18:15:47 main:581] : INFO : Epoch 1807 | loss: 0.031181 | val_loss: 0.0311919 | Time: 7055.36 ms
[2021-12-29 18:15:54 main:581] : INFO : Epoch 1808 | loss: 0.0311794 | val_loss: 0.0311898 | Time: 7038.44 ms
[2021-12-29 18:16:02 main:581] : INFO : Epoch 1809 | loss: 0.0311812 | val_loss: 0.031192 | Time: 7112.35 ms
[2021-12-29 18:16:09 main:581] : INFO : Epoch 1810 | loss: 0.0311824 | val_loss: 0.0311917 | Time: 7062.21 ms
[2021-12-29 18:16:16 main:581] : INFO : Epoch 1811 | loss: 0.0311837 | val_loss: 0.0311907 | Time: 7131.38 ms
[2021-12-29 18:16:23 main:581] : INFO : Epoch 1812 | loss: 0.0311829 | val_loss: 0.0311938 | Time: 7124.51 ms
[2021-12-29 18:16:30 main:581] : INFO : Epoch 1813 | loss: 0.0311839 | val_loss: 0.0311934 | Time: 7072.7 ms
[2021-12-29 18:16:37 main:581] : INFO : Epoch 1814 | loss: 0.0311824 | val_loss: 0.0311885 | Time: 7078.67 ms
[2021-12-29 18:16:44 main:581] : INFO : Epoch 1815 | loss: 0.0311811 | val_loss: 0.0311916 | Time: 7078.93 ms
[2021-12-29 18:16:51 main:581] : INFO : Epoch 1816 | loss: 0.0311875 | val_loss: 0.0311914 | Time: 7036.34 ms
[2021-12-29 18:16:58 main:581] : INFO : Epoch 1817 | loss: 0.031188 | val_loss: 0.0311916 | Time: 7027.54 ms
[2021-12-29 18:17:05 main:581] : INFO : Epoch 1818 | loss: 0.0311872 | val_loss: 0.0311903 | Time: 7085.46 ms
[2021-12-29 18:17:12 main:581] : INFO : Epoch 1819 | loss: 0.031186 | val_loss: 0.0311928 | Time: 7108 ms
[2021-12-29 18:17:19 main:581] : INFO : Epoch 1820 | loss: 0.0311842 | val_loss: 0.0311923 | Time: 7058.71 ms
[2021-12-29 18:17:26 main:581] : INFO : Epoch 1821 | loss: 0.031185 | val_loss: 0.0311913 | Time: 7046.86 ms
[2021-12-29 18:17:34 main:581] : INFO : Epoch 1822 | loss: 0.0311838 | val_loss: 0.0311914 | Time: 7092.3 ms
[2021-12-29 18:17:41 main:581] : INFO : Epoch 1823 | loss: 0.0311826 | val_loss: 0.0311899 | Time: 7066.63 ms
[2021-12-29 18:17:48 main:581] : INFO : Epoch 1824 | loss: 0.0311821 | val_loss: 0.0311946 | Time: 7046.76 ms
[2021-12-29 18:17:55 main:581] : INFO : Epoch 1825 | loss: 0.0311818 | val_loss: 0.031193 | Time: 7002.49 ms
[2021-12-29 18:18:02 main:581] : INFO : Epoch 1826 | loss: 0.0311817 | val_loss: 0.0311896 | Time: 7080.26 ms
[2021-12-29 18:18:09 main:581] : INFO : Epoch 1827 | loss: 0.0311802 | val_loss: 0.0311886 | Time: 7042.49 ms
[2021-12-29 18:18:16 main:581] : INFO : Epoch 1828 | loss: 0.031181 | val_loss: 0.0311898 | Time: 7122.13 ms
[2021-12-29 18:18:23 main:581] : INFO : Epoch 1829 | loss: 0.0311805 | val_loss: 0.0311902 | Time: 7034.25 ms
[2021-12-29 18:18:30 main:581] : INFO : Epoch 1830 | loss: 0.0311812 | val_loss: 0.0311888 | Time: 7097.18 ms
[2021-12-29 18:18:37 main:581] : INFO : Epoch 1831 | loss: 0.0311798 | val_loss: 0.0311915 | Time: 7061.12 ms
[2021-12-29 18:18:44 main:581] : INFO : Epoch 1832 | loss: 0.0311797 | val_loss: 0.0311892 | Time: 7089.78 ms
[2021-12-29 18:18:51 main:581] : INFO : Epoch 1833 | loss: 0.0311797 | val_loss: 0.0311889 | Time: 7150.66 ms
[2021-12-29 18:18:58 main:581] : INFO : Epoch 1834 | loss: 0.0311786 | val_loss: 0.0311879 | Time: 7056.91 ms
[2021-12-29 18:19:05 main:581] : INFO : Epoch 1835 | loss: 0.0311802 | val_loss: 0.0311884 | Time: 7061.29 ms
[2021-12-29 18:19:13 main:581] : INFO : Epoch 1836 | loss: 0.0311803 | val_loss: 0.0311983 | Time: 7021.35 ms
[2021-12-29 18:19:20 main:581] : INFO : Epoch 1837 | loss: 0.031181 | val_loss: 0.0311918 | Time: 7025.27 ms
[2021-12-29 18:19:27 main:581] : INFO : Epoch 1838 | loss: 0.0311796 | val_loss: 0.0311907 | Time: 7084.72 ms
[2021-12-29 18:19:34 main:581] : INFO : Epoch 1839 | loss: 0.0311786 | val_loss: 0.0311884 | Time: 7095.87 ms
[2021-12-29 18:19:41 main:581] : INFO : Epoch 1840 | loss: 0.0311783 | val_loss: 0.0311891 | Time: 7051.13 ms
[2021-12-29 18:19:48 main:581] : INFO : Epoch 1841 | loss: 0.0311772 | val_loss: 0.0311868 | Time: 7073.7 ms
[2021-12-29 18:19:55 main:581] : INFO : Epoch 1842 | loss: 0.0311781 | val_loss: 0.0311891 | Time: 7025.33 ms
[2021-12-29 18:20:02 main:581] : INFO : Epoch 1843 | loss: 0.0311782 | val_loss: 0.0311941 | Time: 7009.04 ms
[2021-12-29 18:20:09 main:581] : INFO : Epoch 1844 | loss: 0.0311795 | val_loss: 0.0311878 | Time: 7049 ms
[2021-12-29 18:20:16 main:581] : INFO : Epoch 1845 | loss: 0.0311786 | val_loss: 0.0311888 | Time: 7053.67 ms
[2021-12-29 18:20:23 main:581] : INFO : Epoch 1846 | loss: 0.0311783 | val_loss: 0.0311886 | Time: 7034.72 ms
[2021-12-29 18:20:30 main:581] : INFO : Epoch 1847 | loss: 0.031177 | val_loss: 0.0311882 | Time: 7096.08 ms
[2021-12-29 18:20:37 main:581] : INFO : Epoch 1848 | loss: 0.0311783 | val_loss: 0.0311903 | Time: 7085.5 ms
[2021-12-29 18:20:44 main:581] : INFO : Epoch 1849 | loss: 0.0311791 | val_loss: 0.0311912 | Time: 7058.54 ms
[2021-12-29 18:20:51 main:581] : INFO : Epoch 1850 | loss: 0.0311779 | val_loss: 0.0311891 | Time: 7065.04 ms
[2021-12-29 18:20:58 main:581] : INFO : Epoch 1851 | loss: 0.0311784 | val_loss: 0.031191 | Time: 7043.32 ms
[2021-12-29 18:21:05 main:581] : INFO : Epoch 1852 | loss: 0.0311808 | val_loss: 0.0311924 | Time: 7047.36 ms
[2021-12-29 18:21:13 main:581] : INFO : Epoch 1853 | loss: 0.0311806 | val_loss: 0.0311924 | Time: 7082.04 ms
[2021-12-29 18:21:20 main:581] : INFO : Epoch 1854 | loss: 0.031181 | val_loss: 0.0311978 | Time: 7035.04 ms
[2021-12-29 18:21:27 main:581] : INFO : Epoch 1855 | loss: 0.0311908 | val_loss: 0.0311965 | Time: 7022.36 ms
[2021-12-29 18:21:34 main:581] : INFO : Epoch 1856 | loss: 0.0311949 | val_loss: 0.0311967 | Time: 6991.98 ms
[2021-12-29 18:21:41 main:581] : INFO : Epoch 1857 | loss: 0.0311953 | val_loss: 0.0311993 | Time: 7085.84 ms
[2021-12-29 18:21:48 main:581] : INFO : Epoch 1858 | loss: 0.0311982 | val_loss: 0.0311981 | Time: 6985.89 ms
[2021-12-29 18:21:55 main:581] : INFO : Epoch 1859 | loss: 0.0311968 | val_loss: 0.031199 | Time: 7093.85 ms
[2021-12-29 18:22:02 main:581] : INFO : Epoch 1860 | loss: 0.0311974 | val_loss: 0.0311968 | Time: 7041.83 ms
[2021-12-29 18:22:09 main:581] : INFO : Epoch 1861 | loss: 0.031194 | val_loss: 0.0311944 | Time: 7113.92 ms
[2021-12-29 18:22:16 main:581] : INFO : Epoch 1862 | loss: 0.0311933 | val_loss: 0.0311937 | Time: 7171.44 ms
[2021-12-29 18:22:23 main:581] : INFO : Epoch 1863 | loss: 0.0311925 | val_loss: 0.031196 | Time: 7060.16 ms
[2021-12-29 18:22:30 main:581] : INFO : Epoch 1864 | loss: 0.0311938 | val_loss: 0.0311966 | Time: 7098.35 ms
[2021-12-29 18:22:37 main:581] : INFO : Epoch 1865 | loss: 0.031194 | val_loss: 0.0311924 | Time: 7056.58 ms
[2021-12-29 18:22:44 main:581] : INFO : Epoch 1866 | loss: 0.031191 | val_loss: 0.0311925 | Time: 7005.44 ms
[2021-12-29 18:22:51 main:581] : INFO : Epoch 1867 | loss: 0.0311907 | val_loss: 0.0311919 | Time: 6984.71 ms
[2021-12-29 18:22:58 main:581] : INFO : Epoch 1868 | loss: 0.0311918 | val_loss: 0.0311924 | Time: 7123.79 ms
[2021-12-29 18:23:06 main:581] : INFO : Epoch 1869 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 7145.97 ms
[2021-12-29 18:23:13 main:581] : INFO : Epoch 1870 | loss: 0.0311886 | val_loss: 0.0311921 | Time: 7070.59 ms
[2021-12-29 18:23:20 main:581] : INFO : Epoch 1871 | loss: 0.0311894 | val_loss: 0.0311914 | Time: 7025.19 ms
[2021-12-29 18:23:27 main:581] : INFO : Epoch 1872 | loss: 0.0311874 | val_loss: 0.0311903 | Time: 7083.57 ms
[2021-12-29 18:23:34 main:581] : INFO : Epoch 1873 | loss: 0.0311877 | val_loss: 0.0311907 | Time: 7028.63 ms
[2021-12-29 18:23:41 main:581] : INFO : Epoch 1874 | loss: 0.0311876 | val_loss: 0.0311942 | Time: 7047.54 ms
[2021-12-29 18:23:48 main:581] : INFO : Epoch 1875 | loss: 0.0311863 | val_loss: 0.0311895 | Time: 7109.43 ms
[2021-12-29 18:23:55 main:581] : INFO : Epoch 1876 | loss: 0.0311856 | val_loss: 0.0311896 | Time: 7028.22 ms
[2021-12-29 18:24:02 main:581] : INFO : Epoch 1877 | loss: 0.0311863 | val_loss: 0.0311897 | Time: 7038.79 ms
[2021-12-29 18:24:09 main:581] : INFO : Epoch 1878 | loss: 0.031186 | val_loss: 0.0311886 | Time: 7002.88 ms
[2021-12-29 18:24:16 main:581] : INFO : Epoch 1879 | loss: 0.0311847 | val_loss: 0.0311878 | Time: 7066.93 ms
[2021-12-29 18:24:23 main:581] : INFO : Epoch 1880 | loss: 0.0311856 | val_loss: 0.0311937 | Time: 7004.37 ms
[2021-12-29 18:24:30 main:581] : INFO : Epoch 1881 | loss: 0.0311878 | val_loss: 0.0311927 | Time: 6959.58 ms
[2021-12-29 18:24:37 main:581] : INFO : Epoch 1882 | loss: 0.0311878 | val_loss: 0.0311905 | Time: 6987.27 ms
[2021-12-29 18:24:44 main:581] : INFO : Epoch 1883 | loss: 0.0311874 | val_loss: 0.0311905 | Time: 7126.41 ms
[2021-12-29 18:24:51 main:581] : INFO : Epoch 1884 | loss: 0.0311872 | val_loss: 0.031191 | Time: 7103.86 ms
[2021-12-29 18:24:58 main:581] : INFO : Epoch 1885 | loss: 0.0311858 | val_loss: 0.0311918 | Time: 7126.29 ms
[2021-12-29 18:25:06 main:581] : INFO : Epoch 1886 | loss: 0.0311854 | val_loss: 0.0311902 | Time: 7138.62 ms
[2021-12-29 18:25:13 main:581] : INFO : Epoch 1887 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 7127.9 ms
[2021-12-29 18:25:20 main:581] : INFO : Epoch 1888 | loss: 0.0311842 | val_loss: 0.0311905 | Time: 7061.35 ms
[2021-12-29 18:25:27 main:581] : INFO : Epoch 1889 | loss: 0.0311853 | val_loss: 0.0311899 | Time: 7106.22 ms
[2021-12-29 18:25:34 main:581] : INFO : Epoch 1890 | loss: 0.0311853 | val_loss: 0.0311917 | Time: 7100.85 ms
[2021-12-29 18:25:41 main:581] : INFO : Epoch 1891 | loss: 0.031185 | val_loss: 0.0311914 | Time: 7123.18 ms
[2021-12-29 18:25:48 main:581] : INFO : Epoch 1892 | loss: 0.0311875 | val_loss: 0.0311896 | Time: 7093.88 ms
[2021-12-29 18:25:55 main:581] : INFO : Epoch 1893 | loss: 0.0311842 | val_loss: 0.03119 | Time: 7101.12 ms
[2021-12-29 18:26:02 main:581] : INFO : Epoch 1894 | loss: 0.0311863 | val_loss: 0.031195 | Time: 7051.37 ms
[2021-12-29 18:26:09 main:581] : INFO : Epoch 1895 | loss: 0.0311881 | val_loss: 0.0311934 | Time: 7075.13 ms
[2021-12-29 18:26:17 main:581] : INFO : Epoch 1896 | loss: 0.0311867 | val_loss: 0.0311925 | Time: 7096.88 ms
[2021-12-29 18:26:24 main:581] : INFO : Epoch 1897 | loss: 0.0311888 | val_loss: 0.0311925 | Time: 7061.11 ms
[2021-12-29 18:26:31 main:581] : INFO : Epoch 1898 | loss: 0.0311873 | val_loss: 0.031191 | Time: 7109.48 ms
[2021-12-29 18:26:38 main:581] : INFO : Epoch 1899 | loss: 0.0311866 | val_loss: 0.031194 | Time: 7062.41 ms
[2021-12-29 18:26:45 main:581] : INFO : Epoch 1900 | loss: 0.0311867 | val_loss: 0.031193 | Time: 7101.46 ms
[2021-12-29 18:26:52 main:581] : INFO : Epoch 1901 | loss: 0.0311874 | val_loss: 0.03119 | Time: 7088.97 ms
[2021-12-29 18:26:59 main:581] : INFO : Epoch 1902 | loss: 0.0311843 | val_loss: 0.0311927 | Time: 7083.31 ms
[2021-12-29 18:27:06 main:581] : INFO : Epoch 1903 | loss: 0.0311835 | val_loss: 0.0311908 | Time: 7074.72 ms
[2021-12-29 18:27:13 main:581] : INFO : Epoch 1904 | loss: 0.0311826 | val_loss: 0.0311897 | Time: 7071.41 ms
[2021-12-29 18:27:20 main:581] : INFO : Epoch 1905 | loss: 0.0311832 | val_loss: 0.0311895 | Time: 7054.56 ms
[2021-12-29 18:27:27 main:581] : INFO : Epoch 1906 | loss: 0.0311831 | val_loss: 0.0311888 | Time: 7113.28 ms
[2021-12-29 18:27:34 main:581] : INFO : Epoch 1907 | loss: 0.0311824 | val_loss: 0.0311892 | Time: 7026.84 ms
[2021-12-29 18:27:42 main:581] : INFO : Epoch 1908 | loss: 0.0311817 | val_loss: 0.0311884 | Time: 7084.82 ms
[2021-12-29 18:27:49 main:581] : INFO : Epoch 1909 | loss: 0.0311812 | val_loss: 0.0311894 | Time: 7096.63 ms
[2021-12-29 18:27:56 main:581] : INFO : Epoch 1910 | loss: 0.0311817 | val_loss: 0.0311916 | Time: 7075.73 ms
[2021-12-29 18:28:03 main:581] : INFO : Epoch 1911 | loss: 0.0311874 | val_loss: 0.0311959 | Time: 7053.13 ms
[2021-12-29 18:28:10 main:581] : INFO : Epoch 1912 | loss: 0.0311903 | val_loss: 0.0311943 | Time: 7066.16 ms
[2021-12-29 18:28:17 main:581] : INFO : Epoch 1913 | loss: 0.0311888 | val_loss: 0.0311945 | Time: 7083.44 ms
[2021-12-29 18:28:24 main:581] : INFO : Epoch 1914 | loss: 0.0311954 | val_loss: 0.0311972 | Time: 7045.43 ms
[2021-12-29 18:28:31 main:581] : INFO : Epoch 1915 | loss: 0.0311925 | val_loss: 0.0311929 | Time: 7060.41 ms
[2021-12-29 18:28:38 main:581] : INFO : Epoch 1916 | loss: 0.0311893 | val_loss: 0.0311933 | Time: 7053.97 ms
[2021-12-29 18:28:45 main:581] : INFO : Epoch 1917 | loss: 0.0311892 | val_loss: 0.0311918 | Time: 7072.82 ms
[2021-12-29 18:28:52 main:581] : INFO : Epoch 1918 | loss: 0.0311877 | val_loss: 0.0311991 | Time: 7072.04 ms
[2021-12-29 18:28:59 main:581] : INFO : Epoch 1919 | loss: 0.0311912 | val_loss: 0.0311953 | Time: 7058.44 ms
[2021-12-29 18:29:06 main:581] : INFO : Epoch 1920 | loss: 0.0311876 | val_loss: 0.0311985 | Time: 7027.71 ms
[2021-12-29 18:29:13 main:581] : INFO : Epoch 1921 | loss: 0.031187 | val_loss: 0.0311918 | Time: 7119.55 ms
[2021-12-29 18:29:20 main:581] : INFO : Epoch 1922 | loss: 0.031184 | val_loss: 0.0311911 | Time: 7060.25 ms
[2021-12-29 18:29:28 main:581] : INFO : Epoch 1923 | loss: 0.0311834 | val_loss: 0.0311916 | Time: 7049.41 ms
[2021-12-29 18:29:35 main:581] : INFO : Epoch 1924 | loss: 0.0311836 | val_loss: 0.0311937 | Time: 7052.2 ms
[2021-12-29 18:29:42 main:581] : INFO : Epoch 1925 | loss: 0.031184 | val_loss: 0.03119 | Time: 7087.7 ms
[2021-12-29 18:29:49 main:581] : INFO : Epoch 1926 | loss: 0.0311833 | val_loss: 0.0311893 | Time: 7112.93 ms
[2021-12-29 18:29:56 main:581] : INFO : Epoch 1927 | loss: 0.0311829 | val_loss: 0.0311913 | Time: 7106.49 ms
[2021-12-29 18:30:03 main:581] : INFO : Epoch 1928 | loss: 0.0311825 | val_loss: 0.0311891 | Time: 7065.23 ms
[2021-12-29 18:30:10 main:581] : INFO : Epoch 1929 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 7098.2 ms
[2021-12-29 18:30:17 main:581] : INFO : Epoch 1930 | loss: 0.0311826 | val_loss: 0.0311952 | Time: 7150.22 ms
[2021-12-29 18:30:24 main:581] : INFO : Epoch 1931 | loss: 0.0311817 | val_loss: 0.031189 | Time: 7111.71 ms
[2021-12-29 18:30:31 main:581] : INFO : Epoch 1932 | loss: 0.0311808 | val_loss: 0.0311906 | Time: 7083.86 ms
[2021-12-29 18:30:38 main:581] : INFO : Epoch 1933 | loss: 0.0311804 | val_loss: 0.0311887 | Time: 7053.22 ms
[2021-12-29 18:30:45 main:581] : INFO : Epoch 1934 | loss: 0.0311801 | val_loss: 0.0311893 | Time: 6770.16 ms
[2021-12-29 18:30:52 main:581] : INFO : Epoch 1935 | loss: 0.0311805 | val_loss: 0.0311891 | Time: 7096.82 ms
[2021-12-29 18:30:59 main:581] : INFO : Epoch 1936 | loss: 0.0311804 | val_loss: 0.0311895 | Time: 7067.1 ms
[2021-12-29 18:31:07 main:581] : INFO : Epoch 1937 | loss: 0.0311799 | val_loss: 0.0311895 | Time: 7073.5 ms
[2021-12-29 18:31:14 main:581] : INFO : Epoch 1938 | loss: 0.0311795 | val_loss: 0.0311886 | Time: 7028.94 ms
[2021-12-29 18:31:21 main:581] : INFO : Epoch 1939 | loss: 0.0311793 | val_loss: 0.0311937 | Time: 7031.73 ms
[2021-12-29 18:31:28 main:581] : INFO : Epoch 1940 | loss: 0.031179 | val_loss: 0.0311886 | Time: 7059.09 ms
[2021-12-29 18:31:35 main:581] : INFO : Epoch 1941 | loss: 0.0311792 | val_loss: 0.0311906 | Time: 7043.6 ms
[2021-12-29 18:31:42 main:581] : INFO : Epoch 1942 | loss: 0.0311858 | val_loss: 0.0311895 | Time: 7077.15 ms
[2021-12-29 18:31:49 main:581] : INFO : Epoch 1943 | loss: 0.0311854 | val_loss: 0.0311899 | Time: 7103.24 ms
[2021-12-29 18:31:56 main:581] : INFO : Epoch 1944 | loss: 0.0311851 | val_loss: 0.0311904 | Time: 7062.05 ms
[2021-12-29 18:32:03 main:581] : INFO : Epoch 1945 | loss: 0.0311837 | val_loss: 0.0311877 | Time: 7133.92 ms
[2021-12-29 18:32:10 main:581] : INFO : Epoch 1946 | loss: 0.031182 | val_loss: 0.0311886 | Time: 7083.92 ms
[2021-12-29 18:32:17 main:581] : INFO : Epoch 1947 | loss: 0.0311819 | val_loss: 0.0311883 | Time: 6995.14 ms
[2021-12-29 18:32:24 main:581] : INFO : Epoch 1948 | loss: 0.0311815 | val_loss: 0.0311886 | Time: 7094.59 ms
[2021-12-29 18:32:31 main:581] : INFO : Epoch 1949 | loss: 0.0311824 | val_loss: 0.031191 | Time: 7067.93 ms
[2021-12-29 18:32:38 main:581] : INFO : Epoch 1950 | loss: 0.0311816 | val_loss: 0.0311889 | Time: 7102.37 ms
[2021-12-29 18:32:45 main:581] : INFO : Epoch 1951 | loss: 0.0311806 | val_loss: 0.0311895 | Time: 7058.76 ms
[2021-12-29 18:32:53 main:581] : INFO : Epoch 1952 | loss: 0.0311825 | val_loss: 0.0311899 | Time: 7049.53 ms
[2021-12-29 18:33:00 main:581] : INFO : Epoch 1953 | loss: 0.0311845 | val_loss: 0.0311943 | Time: 7078.92 ms
[2021-12-29 18:33:07 main:581] : INFO : Epoch 1954 | loss: 0.0311844 | val_loss: 0.031189 | Time: 7042.17 ms
[2021-12-29 18:33:14 main:581] : INFO : Epoch 1955 | loss: 0.0318312 | val_loss: 0.03198 | Time: 7016.96 ms
[2021-12-29 18:33:21 main:581] : INFO : Epoch 1956 | loss: 0.0352831 | val_loss: 0.0330637 | Time: 7004.43 ms
[2021-12-29 18:33:28 main:581] : INFO : Epoch 1957 | loss: 0.0330383 | val_loss: 0.0323719 | Time: 7051.46 ms
[2021-12-29 18:33:35 main:581] : INFO : Epoch 1958 | loss: 0.031724 | val_loss: 0.0314009 | Time: 6942.82 ms
[2021-12-29 18:33:42 main:581] : INFO : Epoch 1959 | loss: 0.0313025 | val_loss: 0.0312579 | Time: 6958.08 ms
[2021-12-29 18:33:49 main:581] : INFO : Epoch 1960 | loss: 0.0312506 | val_loss: 0.0312441 | Time: 7065.07 ms
[2021-12-29 18:33:56 main:581] : INFO : Epoch 1961 | loss: 0.0312366 | val_loss: 0.0312305 | Time: 7074.19 ms
[2021-12-29 18:34:03 main:581] : INFO : Epoch 1962 | loss: 0.0312289 | val_loss: 0.0312245 | Time: 7073.94 ms
[2021-12-29 18:34:10 main:581] : INFO : Epoch 1963 | loss: 0.0312242 | val_loss: 0.0312227 | Time: 7107.95 ms
[2021-12-29 18:34:17 main:581] : INFO : Epoch 1964 | loss: 0.0312225 | val_loss: 0.0312213 | Time: 7081.31 ms
[2021-12-29 18:34:24 main:581] : INFO : Epoch 1965 | loss: 0.0312214 | val_loss: 0.0312202 | Time: 7079.84 ms
[2021-12-29 18:34:31 main:581] : INFO : Epoch 1966 | loss: 0.0312205 | val_loss: 0.0312195 | Time: 7109.91 ms
[2021-12-29 18:34:38 main:581] : INFO : Epoch 1967 | loss: 0.0312202 | val_loss: 0.0312187 | Time: 7058.69 ms
[2021-12-29 18:34:45 main:581] : INFO : Epoch 1968 | loss: 0.0312194 | val_loss: 0.0312186 | Time: 7081.61 ms
[2021-12-29 18:34:53 main:581] : INFO : Epoch 1969 | loss: 0.0312193 | val_loss: 0.0312201 | Time: 7136.83 ms
[2021-12-29 18:35:00 main:581] : INFO : Epoch 1970 | loss: 0.031219 | val_loss: 0.0312172 | Time: 7099.73 ms
[2021-12-29 18:35:07 main:581] : INFO : Epoch 1971 | loss: 0.0312181 | val_loss: 0.0312176 | Time: 7029.12 ms
[2021-12-29 18:35:14 main:581] : INFO : Epoch 1972 | loss: 0.0312173 | val_loss: 0.0312168 | Time: 7055.49 ms
[2021-12-29 18:35:21 main:581] : INFO : Epoch 1973 | loss: 0.0312168 | val_loss: 0.0312161 | Time: 7082.73 ms
[2021-12-29 18:35:28 main:581] : INFO : Epoch 1974 | loss: 0.0312169 | val_loss: 0.0312163 | Time: 7061.89 ms
[2021-12-29 18:35:35 main:581] : INFO : Epoch 1975 | loss: 0.0312168 | val_loss: 0.0312165 | Time: 7076.11 ms
[2021-12-29 18:35:42 main:581] : INFO : Epoch 1976 | loss: 0.0312159 | val_loss: 0.0312158 | Time: 7056.67 ms
[2021-12-29 18:35:49 main:581] : INFO : Epoch 1977 | loss: 0.0312154 | val_loss: 0.0312154 | Time: 7157.79 ms
[2021-12-29 18:35:56 main:581] : INFO : Epoch 1978 | loss: 0.0312148 | val_loss: 0.0312169 | Time: 7069.33 ms
[2021-12-29 18:36:03 main:581] : INFO : Epoch 1979 | loss: 0.0312156 | val_loss: 0.0312159 | Time: 7118.42 ms
[2021-12-29 18:36:10 main:581] : INFO : Epoch 1980 | loss: 0.0312151 | val_loss: 0.0312148 | Time: 7048.52 ms
[2021-12-29 18:36:17 main:581] : INFO : Epoch 1981 | loss: 0.0312143 | val_loss: 0.0312143 | Time: 7037.92 ms
[2021-12-29 18:36:25 main:581] : INFO : Epoch 1982 | loss: 0.0312143 | val_loss: 0.0312147 | Time: 7089.47 ms
[2021-12-29 18:36:32 main:581] : INFO : Epoch 1983 | loss: 0.0312136 | val_loss: 0.0312146 | Time: 7045.26 ms
[2021-12-29 18:36:39 main:581] : INFO : Epoch 1984 | loss: 0.0312136 | val_loss: 0.0312141 | Time: 7132.26 ms
[2021-12-29 18:36:46 main:581] : INFO : Epoch 1985 | loss: 0.0312141 | val_loss: 0.0312147 | Time: 7101.19 ms
[2021-12-29 18:36:53 main:581] : INFO : Epoch 1986 | loss: 0.0312136 | val_loss: 0.0312136 | Time: 7085.44 ms
[2021-12-29 18:37:00 main:581] : INFO : Epoch 1987 | loss: 0.0312127 | val_loss: 0.0312135 | Time: 7073.15 ms
[2021-12-29 18:37:07 main:581] : INFO : Epoch 1988 | loss: 0.0312133 | val_loss: 0.0312155 | Time: 7090.85 ms
[2021-12-29 18:37:14 main:581] : INFO : Epoch 1989 | loss: 0.0312135 | val_loss: 0.0312148 | Time: 7119.39 ms
[2021-12-29 18:37:21 main:581] : INFO : Epoch 1990 | loss: 0.0312123 | val_loss: 0.0312147 | Time: 7074.77 ms
[2021-12-29 18:37:28 main:581] : INFO : Epoch 1991 | loss: 0.0312122 | val_loss: 0.0312135 | Time: 7040.24 ms
[2021-12-29 18:37:35 main:581] : INFO : Epoch 1992 | loss: 0.0312123 | val_loss: 0.0312138 | Time: 7065.25 ms
[2021-12-29 18:37:42 main:581] : INFO : Epoch 1993 | loss: 0.0312117 | val_loss: 0.0312143 | Time: 7064.74 ms
[2021-12-29 18:37:50 main:581] : INFO : Epoch 1994 | loss: 0.0312122 | val_loss: 0.0312185 | Time: 7060.95 ms
[2021-12-29 18:37:57 main:581] : INFO : Epoch 1995 | loss: 0.0312139 | val_loss: 0.0312145 | Time: 6978.47 ms
[2021-12-29 18:38:04 main:581] : INFO : Epoch 1996 | loss: 0.0312119 | val_loss: 0.0312148 | Time: 7081.9 ms
[2021-12-29 18:38:11 main:581] : INFO : Epoch 1997 | loss: 0.0312116 | val_loss: 0.0312149 | Time: 7058.52 ms
[2021-12-29 18:38:18 main:581] : INFO : Epoch 1998 | loss: 0.0312111 | val_loss: 0.031213 | Time: 7051.93 ms
[2021-12-29 18:38:25 main:581] : INFO : Epoch 1999 | loss: 0.0312114 | val_loss: 0.0312135 | Time: 7126.46 ms
[2021-12-29 18:38:32 main:581] : INFO : Epoch 2000 | loss: 0.0312108 | val_loss: 0.0312161 | Time: 7065.23 ms
[2021-12-29 18:38:39 main:581] : INFO : Epoch 2001 | loss: 0.0312116 | val_loss: 0.0312142 | Time: 7083.31 ms
[2021-12-29 18:38:46 main:581] : INFO : Epoch 2002 | loss: 0.0312105 | val_loss: 0.0312136 | Time: 7046.47 ms
[2021-12-29 18:38:53 main:581] : INFO : Epoch 2003 | loss: 0.0312107 | val_loss: 0.0312147 | Time: 7112.14 ms
[2021-12-29 18:39:00 main:581] : INFO : Epoch 2004 | loss: 0.0312107 | val_loss: 0.0312142 | Time: 7027.16 ms
[2021-12-29 18:39:07 main:581] : INFO : Epoch 2005 | loss: 0.0312105 | val_loss: 0.0312144 | Time: 7077.17 ms
[2021-12-29 18:39:14 main:581] : INFO : Epoch 2006 | loss: 0.0312111 | val_loss: 0.0312164 | Time: 7093.92 ms
[2021-12-29 18:39:21 main:581] : INFO : Epoch 2007 | loss: 0.0312101 | val_loss: 0.0312142 | Time: 7065.4 ms
[2021-12-29 18:39:29 main:581] : INFO : Epoch 2008 | loss: 0.0312103 | val_loss: 0.0312151 | Time: 7077.39 ms
[2021-12-29 18:39:36 main:581] : INFO : Epoch 2009 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 7069.07 ms
[2021-12-29 18:39:43 main:581] : INFO : Epoch 2010 | loss: 0.0312105 | val_loss: 0.0312173 | Time: 7116 ms
[2021-12-29 18:39:50 main:581] : INFO : Epoch 2011 | loss: 0.0312113 | val_loss: 0.0312141 | Time: 7035.45 ms
[2021-12-29 18:39:57 main:581] : INFO : Epoch 2012 | loss: 0.0312102 | val_loss: 0.0312172 | Time: 7026.37 ms
[2021-12-29 18:40:04 main:581] : INFO : Epoch 2013 | loss: 0.03121 | val_loss: 0.0312159 | Time: 7084.32 ms
[2021-12-29 18:40:11 main:581] : INFO : Epoch 2014 | loss: 0.0312097 | val_loss: 0.0312148 | Time: 7004.42 ms
[2021-12-29 18:40:18 main:581] : INFO : Epoch 2015 | loss: 0.031211 | val_loss: 0.0312171 | Time: 7087.79 ms
[2021-12-29 18:40:25 main:581] : INFO : Epoch 2016 | loss: 0.0312105 | val_loss: 0.0312148 | Time: 7076 ms
[2021-12-29 18:40:32 main:581] : INFO : Epoch 2017 | loss: 0.0312096 | val_loss: 0.0312155 | Time: 7069.35 ms
[2021-12-29 18:40:39 main:581] : INFO : Epoch 2018 | loss: 0.0312088 | val_loss: 0.0312163 | Time: 7007.48 ms
[2021-12-29 18:40:46 main:581] : INFO : Epoch 2019 | loss: 0.03121 | val_loss: 0.0312138 | Time: 7011.07 ms
[2021-12-29 18:40:53 main:581] : INFO : Epoch 2020 | loss: 0.0312079 | val_loss: 0.0312135 | Time: 7054.04 ms
[2021-12-29 18:41:00 main:581] : INFO : Epoch 2021 | loss: 0.0312085 | val_loss: 0.0312145 | Time: 7108.01 ms
[2021-12-29 18:41:07 main:581] : INFO : Epoch 2022 | loss: 0.0312085 | val_loss: 0.0312199 | Time: 7040.39 ms
[2021-12-29 18:41:14 main:581] : INFO : Epoch 2023 | loss: 0.0312094 | val_loss: 0.0312135 | Time: 7083.17 ms
[2021-12-29 18:41:21 main:581] : INFO : Epoch 2024 | loss: 0.0312073 | val_loss: 0.0312127 | Time: 7053.01 ms
[2021-12-29 18:41:29 main:581] : INFO : Epoch 2025 | loss: 0.0312108 | val_loss: 0.031218 | Time: 7055.05 ms
[2021-12-29 18:41:36 main:581] : INFO : Epoch 2026 | loss: 0.0312115 | val_loss: 0.0312176 | Time: 7069.1 ms
[2021-12-29 18:41:43 main:581] : INFO : Epoch 2027 | loss: 0.0312105 | val_loss: 0.0312131 | Time: 7105.49 ms
[2021-12-29 18:41:50 main:581] : INFO : Epoch 2028 | loss: 0.0312086 | val_loss: 0.0312128 | Time: 7060.53 ms
[2021-12-29 18:41:57 main:581] : INFO : Epoch 2029 | loss: 0.0312081 | val_loss: 0.031214 | Time: 7082.13 ms
[2021-12-29 18:42:04 main:581] : INFO : Epoch 2030 | loss: 0.0312117 | val_loss: 0.0312195 | Time: 7088.75 ms
[2021-12-29 18:42:11 main:581] : INFO : Epoch 2031 | loss: 0.0312126 | val_loss: 0.0312234 | Time: 7037.98 ms
[2021-12-29 18:42:18 main:581] : INFO : Epoch 2032 | loss: 0.0312108 | val_loss: 0.0312142 | Time: 7050.97 ms
[2021-12-29 18:42:25 main:581] : INFO : Epoch 2033 | loss: 0.0312082 | val_loss: 0.0312131 | Time: 7055.1 ms
[2021-12-29 18:42:32 main:581] : INFO : Epoch 2034 | loss: 0.0312074 | val_loss: 0.0312115 | Time: 7044.66 ms
[2021-12-29 18:42:39 main:581] : INFO : Epoch 2035 | loss: 0.0312058 | val_loss: 0.0312117 | Time: 7059.91 ms
[2021-12-29 18:42:46 main:581] : INFO : Epoch 2036 | loss: 0.0312055 | val_loss: 0.0312112 | Time: 7064.52 ms
[2021-12-29 18:42:53 main:581] : INFO : Epoch 2037 | loss: 0.0312053 | val_loss: 0.0312126 | Time: 7011.04 ms
[2021-12-29 18:43:00 main:581] : INFO : Epoch 2038 | loss: 0.0312063 | val_loss: 0.0312107 | Time: 6989.34 ms
[2021-12-29 18:43:07 main:581] : INFO : Epoch 2039 | loss: 0.0312053 | val_loss: 0.0312083 | Time: 6994.47 ms
[2021-12-29 18:43:14 main:581] : INFO : Epoch 2040 | loss: 0.0312022 | val_loss: 0.0312074 | Time: 7076.21 ms
[2021-12-29 18:43:21 main:581] : INFO : Epoch 2041 | loss: 0.0312026 | val_loss: 0.0312112 | Time: 7058.14 ms
[2021-12-29 18:43:28 main:581] : INFO : Epoch 2042 | loss: 0.0312047 | val_loss: 0.031208 | Time: 7015.87 ms
[2021-12-29 18:43:36 main:581] : INFO : Epoch 2043 | loss: 0.0312024 | val_loss: 0.031209 | Time: 7117.18 ms
[2021-12-29 18:43:43 main:581] : INFO : Epoch 2044 | loss: 0.0312021 | val_loss: 0.0312052 | Time: 7111.61 ms
[2021-12-29 18:43:50 main:581] : INFO : Epoch 2045 | loss: 0.0312 | val_loss: 0.0312058 | Time: 7053.87 ms
[2021-12-29 18:43:57 main:581] : INFO : Epoch 2046 | loss: 0.0311992 | val_loss: 0.0312067 | Time: 7142.43 ms
[2021-12-29 18:44:04 main:581] : INFO : Epoch 2047 | loss: 0.0312002 | val_loss: 0.0312051 | Time: 7085.4 ms
[2021-12-29 18:44:11 main:581] : INFO : Epoch 2048 | loss: 0.0311983 | val_loss: 0.0312044 | Time: 7125.54 ms
[2021-12-29 18:44:11 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0312044
[2021-12-29 18:44:11 main:610] : INFO : Saving end state to config to file
[2021-12-29 18:44:11 main:615] : INFO : Success, exiting..
18:44:11 (3206453): 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)