Task 3848144
| Name | ParityModified-1611091410-1449-2_0 |
| Workunit | 2014612 |
| Created | 25 Jan 2021, 22:52:50 UTC |
| Sent | 25 Jan 2021, 22:54:04 UTC |
| Report deadline | 1 Feb 2021, 22:54:04 UTC |
| Received | 26 Jan 2021, 2:50:18 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 6151 |
| Run time | 1 hours 10 min 25 sec |
| CPU time | 1 hours 9 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,790.84 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.56 GB |
| Peak swap size | 3.47 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version>
<![CDATA[
<stderr_txt>
main:574] : INFO : Epoch 1542 | loss: 0.0311592 | val_loss: 0.0311674 | Time: 2050.63 ms
[2021-01-26 02:42:41 main:574] : INFO : Epoch 1543 | loss: 0.0311588 | val_loss: 0.031168 | Time: 2044 ms
[2021-01-26 02:42:43 main:574] : INFO : Epoch 1544 | loss: 0.0311596 | val_loss: 0.0311673 | Time: 2044.46 ms
[2021-01-26 02:42:45 main:574] : INFO : Epoch 1545 | loss: 0.0311605 | val_loss: 0.031169 | Time: 2046.14 ms
[2021-01-26 02:42:47 main:574] : INFO : Epoch 1546 | loss: 0.031162 | val_loss: 0.0311676 | Time: 2049.73 ms
[2021-01-26 02:42:49 main:574] : INFO : Epoch 1547 | loss: 0.031159 | val_loss: 0.0311659 | Time: 2042.36 ms
[2021-01-26 02:42:51 main:574] : INFO : Epoch 1548 | loss: 0.0311603 | val_loss: 0.0311683 | Time: 2048.56 ms
[2021-01-26 02:42:53 main:574] : INFO : Epoch 1549 | loss: 0.0311596 | val_loss: 0.0311706 | Time: 2039.52 ms
[2021-01-26 02:42:55 main:574] : INFO : Epoch 1550 | loss: 0.0311603 | val_loss: 0.0311665 | Time: 2049.71 ms
[2021-01-26 02:42:57 main:574] : INFO : Epoch 1551 | loss: 0.0311639 | val_loss: 0.0311694 | Time: 2043.77 ms
[2021-01-26 02:42:59 main:574] : INFO : Epoch 1552 | loss: 0.0311643 | val_loss: 0.0311687 | Time: 2048.27 ms
[2021-01-26 02:43:01 main:574] : INFO : Epoch 1553 | loss: 0.0311639 | val_loss: 0.0311676 | Time: 2043.86 ms
[2021-01-26 02:43:03 main:574] : INFO : Epoch 1554 | loss: 0.0311625 | val_loss: 0.0311686 | Time: 2043.42 ms
[2021-01-26 02:43:05 main:574] : INFO : Epoch 1555 | loss: 0.0311618 | val_loss: 0.0311701 | Time: 2043.96 ms
[2021-01-26 02:43:08 main:574] : INFO : Epoch 1556 | loss: 0.0311619 | val_loss: 0.0311668 | Time: 2042.77 ms
[2021-01-26 02:43:10 main:574] : INFO : Epoch 1557 | loss: 0.0311594 | val_loss: 0.0311658 | Time: 2047.08 ms
[2021-01-26 02:43:12 main:574] : INFO : Epoch 1558 | loss: 0.031162 | val_loss: 0.0311668 | Time: 2046.31 ms
[2021-01-26 02:43:14 main:574] : INFO : Epoch 1559 | loss: 0.0311601 | val_loss: 0.0311683 | Time: 2047.52 ms
[2021-01-26 02:43:16 main:574] : INFO : Epoch 1560 | loss: 0.0311603 | val_loss: 0.0311696 | Time: 2044.68 ms
[2021-01-26 02:43:18 main:574] : INFO : Epoch 1561 | loss: 0.0311627 | val_loss: 0.0311693 | Time: 2050.33 ms
[2021-01-26 02:43:20 main:574] : INFO : Epoch 1562 | loss: 0.0311608 | val_loss: 0.0311675 | Time: 2048.77 ms
[2021-01-26 02:43:22 main:574] : INFO : Epoch 1563 | loss: 0.0311606 | val_loss: 0.0311666 | Time: 2049.44 ms
[2021-01-26 02:43:24 main:574] : INFO : Epoch 1564 | loss: 0.0311606 | val_loss: 0.031168 | Time: 2048.6 ms
[2021-01-26 02:43:26 main:574] : INFO : Epoch 1565 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 2044.32 ms
[2021-01-26 02:43:28 main:574] : INFO : Epoch 1566 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 2045.55 ms
[2021-01-26 02:43:30 main:574] : INFO : Epoch 1567 | loss: 0.031158 | val_loss: 0.031169 | Time: 2049.36 ms
[2021-01-26 02:43:32 main:574] : INFO : Epoch 1568 | loss: 0.0311586 | val_loss: 0.031167 | Time: 2049.79 ms
[2021-01-26 02:43:35 main:574] : INFO : Epoch 1569 | loss: 0.0311585 | val_loss: 0.0311695 | Time: 2043.55 ms
[2021-01-26 02:43:37 main:574] : INFO : Epoch 1570 | loss: 0.0311646 | val_loss: 0.03117 | Time: 2050.82 ms
[2021-01-26 02:43:39 main:574] : INFO : Epoch 1571 | loss: 0.0311662 | val_loss: 0.0311689 | Time: 2044.72 ms
[2021-01-26 02:43:41 main:574] : INFO : Epoch 1572 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 2050.3 ms
[2021-01-26 02:43:43 main:574] : INFO : Epoch 1573 | loss: 0.031163 | val_loss: 0.0311685 | Time: 2037.81 ms
[2021-01-26 02:43:45 main:574] : INFO : Epoch 1574 | loss: 0.0311618 | val_loss: 0.0311686 | Time: 2049.17 ms
[2021-01-26 02:43:47 main:574] : INFO : Epoch 1575 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2048.71 ms
[2021-01-26 02:43:49 main:574] : INFO : Epoch 1576 | loss: 0.0311597 | val_loss: 0.0311693 | Time: 2046.1 ms
[2021-01-26 02:43:51 main:574] : INFO : Epoch 1577 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 2039.7 ms
[2021-01-26 02:43:53 main:574] : INFO : Epoch 1578 | loss: 0.0311628 | val_loss: 0.0311718 | Time: 2052 ms
[2021-01-26 02:43:55 main:574] : INFO : Epoch 1579 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 2037.59 ms
[2021-01-26 02:43:57 main:574] : INFO : Epoch 1580 | loss: 0.0311616 | val_loss: 0.0311725 | Time: 2052.19 ms
[2021-01-26 02:43:59 main:574] : INFO : Epoch 1581 | loss: 0.0311976 | val_loss: 0.0315512 | Time: 2044.16 ms
[2021-01-26 02:44:01 main:574] : INFO : Epoch 1582 | loss: 0.101785 | val_loss: 0.210406 | Time: 2050.3 ms
[2021-01-26 02:44:03 main:574] : INFO : Epoch 1583 | loss: 0.0573114 | val_loss: 0.0322738 | Time: 2048.3 ms
[2021-01-26 02:44:06 main:574] : INFO : Epoch 1584 | loss: 0.034229 | val_loss: 0.0319115 | Time: 2045.02 ms
[2021-01-26 02:44:08 main:574] : INFO : Epoch 1585 | loss: 0.0318992 | val_loss: 0.0313583 | Time: 2044.87 ms
[2021-01-26 02:44:10 main:574] : INFO : Epoch 1586 | loss: 0.031375 | val_loss: 0.0312701 | Time: 2042.42 ms
[2021-01-26 02:44:12 main:574] : INFO : Epoch 1587 | loss: 0.0312731 | val_loss: 0.0312669 | Time: 2047.38 ms
[2021-01-26 02:44:14 main:574] : INFO : Epoch 1588 | loss: 0.0312557 | val_loss: 0.0312488 | Time: 2043.05 ms
[2021-01-26 02:44:16 main:574] : INFO : Epoch 1589 | loss: 0.0312476 | val_loss: 0.031247 | Time: 2040.55 ms
[2021-01-26 02:44:18 main:574] : INFO : Epoch 1590 | loss: 0.0312461 | val_loss: 0.0312483 | Time: 2045.99 ms
[2021-01-26 02:44:20 main:574] : INFO : Epoch 1591 | loss: 0.0312452 | val_loss: 0.0312424 | Time: 2043.24 ms
[2021-01-26 02:44:22 main:574] : INFO : Epoch 1592 | loss: 0.0312418 | val_loss: 0.0312398 | Time: 2047.78 ms
[2021-01-26 02:44:24 main:574] : INFO : Epoch 1593 | loss: 0.0312412 | val_loss: 0.0312407 | Time: 2041.49 ms
[2021-01-26 02:44:26 main:574] : INFO : Epoch 1594 | loss: 0.0312407 | val_loss: 0.0312394 | Time: 2053.8 ms
[2021-01-26 02:44:28 main:574] : INFO : Epoch 1595 | loss: 0.0312373 | val_loss: 0.0312344 | Time: 2042.99 ms
[2021-01-26 02:44:30 main:574] : INFO : Epoch 1596 | loss: 0.0312351 | val_loss: 0.0312339 | Time: 2040.63 ms
[2021-01-26 02:44:32 main:574] : INFO : Epoch 1597 | loss: 0.0312338 | val_loss: 0.031231 | Time: 2044.79 ms
[2021-01-26 02:44:34 main:574] : INFO : Epoch 1598 | loss: 0.0312319 | val_loss: 0.0312293 | Time: 2051.37 ms
[2021-01-26 02:44:37 main:574] : INFO : Epoch 1599 | loss: 0.0312305 | val_loss: 0.0312287 | Time: 2051.34 ms
[2021-01-26 02:44:39 main:574] : INFO : Epoch 1600 | loss: 0.0312287 | val_loss: 0.0312259 | Time: 2044 ms
[2021-01-26 02:44:41 main:574] : INFO : Epoch 1601 | loss: 0.0312272 | val_loss: 0.031225 | Time: 2041.73 ms
[2021-01-26 02:44:43 main:574] : INFO : Epoch 1602 | loss: 0.0312253 | val_loss: 0.0312203 | Time: 2051.52 ms
[2021-01-26 02:44:45 main:574] : INFO : Epoch 1603 | loss: 0.0312221 | val_loss: 0.0312181 | Time: 2046.42 ms
[2021-01-26 02:44:47 main:574] : INFO : Epoch 1604 | loss: 0.0312207 | val_loss: 0.0312174 | Time: 2050.18 ms
[2021-01-26 02:44:49 main:574] : INFO : Epoch 1605 | loss: 0.0312195 | val_loss: 0.031218 | Time: 2042.82 ms
[2021-01-26 02:44:51 main:574] : INFO : Epoch 1606 | loss: 0.0312165 | val_loss: 0.0312148 | Time: 2050.99 ms
[2021-01-26 02:44:53 main:574] : INFO : Epoch 1607 | loss: 0.0312165 | val_loss: 0.0312153 | Time: 2044.46 ms
[2021-01-26 02:44:55 main:574] : INFO : Epoch 1608 | loss: 0.0312166 | val_loss: 0.0312119 | Time: 2046.86 ms
[2021-01-26 02:44:57 main:574] : INFO : Epoch 1609 | loss: 0.0312157 | val_loss: 0.0312117 | Time: 2044.41 ms
[2021-01-26 02:44:59 main:574] : INFO : Epoch 1610 | loss: 0.0312136 | val_loss: 0.0312105 | Time: 2049.97 ms
[2021-01-26 02:45:01 main:574] : INFO : Epoch 1611 | loss: 0.0312133 | val_loss: 0.0312101 | Time: 2053.89 ms
[2021-01-26 02:45:03 main:574] : INFO : Epoch 1612 | loss: 0.031212 | val_loss: 0.0312101 | Time: 2047.39 ms
[2021-01-26 02:45:05 main:574] : INFO : Epoch 1613 | loss: 0.0312119 | val_loss: 0.0312102 | Time: 2045.21 ms
[2021-01-26 02:45:08 main:574] : INFO : Epoch 1614 | loss: 0.0312121 | val_loss: 0.0312099 | Time: 2042.62 ms
[2021-01-26 02:45:10 main:574] : INFO : Epoch 1615 | loss: 0.0312126 | val_loss: 0.0312102 | Time: 2047.52 ms
[2021-01-26 02:45:12 main:574] : INFO : Epoch 1616 | loss: 0.0312121 | val_loss: 0.0312172 | Time: 2043.77 ms
[2021-01-26 02:45:14 main:574] : INFO : Epoch 1617 | loss: 0.0312133 | val_loss: 0.0312081 | Time: 2040.06 ms
[2021-01-26 02:45:16 main:574] : INFO : Epoch 1618 | loss: 0.0312092 | val_loss: 0.031207 | Time: 2042.57 ms
[2021-01-26 02:45:18 main:574] : INFO : Epoch 1619 | loss: 0.0312097 | val_loss: 0.0312133 | Time: 2042.5 ms
[2021-01-26 02:45:20 main:574] : INFO : Epoch 1620 | loss: 0.0312145 | val_loss: 0.0312065 | Time: 2045.12 ms
[2021-01-26 02:45:22 main:574] : INFO : Epoch 1621 | loss: 0.0312087 | val_loss: 0.0312058 | Time: 2044.36 ms
[2021-01-26 02:45:24 main:574] : INFO : Epoch 1622 | loss: 0.0312082 | val_loss: 0.0312055 | Time: 2050.36 ms
[2021-01-26 02:45:26 main:574] : INFO : Epoch 1623 | loss: 0.0312084 | val_loss: 0.031207 | Time: 2046.08 ms
[2021-01-26 02:45:28 main:574] : INFO : Epoch 1624 | loss: 0.0312075 | val_loss: 0.0312048 | Time: 2038.08 ms
[2021-01-26 02:45:30 main:574] : INFO : Epoch 1625 | loss: 0.0312073 | val_loss: 0.0312073 | Time: 2041.5 ms
[2021-01-26 02:45:32 main:574] : INFO : Epoch 1626 | loss: 0.0312082 | val_loss: 0.0312085 | Time: 2047.76 ms
[2021-01-26 02:45:34 main:574] : INFO : Epoch 1627 | loss: 0.031209 | val_loss: 0.0312069 | Time: 2047.93 ms
[2021-01-26 02:45:36 main:574] : INFO : Epoch 1628 | loss: 0.031209 | val_loss: 0.031208 | Time: 2043.57 ms
[2021-01-26 02:45:39 main:574] : INFO : Epoch 1629 | loss: 0.0312086 | val_loss: 0.0312037 | Time: 2049.13 ms
[2021-01-26 02:45:41 main:574] : INFO : Epoch 1630 | loss: 0.0312057 | val_loss: 0.0312065 | Time: 2052.85 ms
[2021-01-26 02:45:43 main:574] : INFO : Epoch 1631 | loss: 0.0312084 | val_loss: 0.0312109 | Time: 2044.22 ms
[2021-01-26 02:45:45 main:574] : INFO : Epoch 1632 | loss: 0.0312058 | val_loss: 0.0312038 | Time: 2044.44 ms
[2021-01-26 02:45:47 main:574] : INFO : Epoch 1633 | loss: 0.0312069 | val_loss: 0.0312086 | Time: 2042.58 ms
[2021-01-26 02:45:49 main:574] : INFO : Epoch 1634 | loss: 0.0312057 | val_loss: 0.0312026 | Time: 2053.41 ms
[2021-01-26 02:45:51 main:574] : INFO : Epoch 1635 | loss: 0.0312081 | val_loss: 0.0312313 | Time: 2045.73 ms
[2021-01-26 02:45:53 main:574] : INFO : Epoch 1636 | loss: 0.0312114 | val_loss: 0.0312093 | Time: 2051.82 ms
[2021-01-26 02:45:55 main:574] : INFO : Epoch 1637 | loss: 0.0312105 | val_loss: 0.0312021 | Time: 2039.58 ms
[2021-01-26 02:45:57 main:574] : INFO : Epoch 1638 | loss: 0.0312067 | val_loss: 0.0312013 | Time: 2047 ms
[2021-01-26 02:45:59 main:574] : INFO : Epoch 1639 | loss: 0.031206 | val_loss: 0.0312018 | Time: 2042.41 ms
[2021-01-26 02:46:01 main:574] : INFO : Epoch 1640 | loss: 0.0312049 | val_loss: 0.0312063 | Time: 2044.17 ms
[2021-01-26 02:46:03 main:574] : INFO : Epoch 1641 | loss: 0.0312116 | val_loss: 0.0312154 | Time: 2038.89 ms
[2021-01-26 02:46:05 main:574] : INFO : Epoch 1642 | loss: 0.0312066 | val_loss: 0.0312092 | Time: 2040.36 ms
[2021-01-26 02:46:07 main:574] : INFO : Epoch 1643 | loss: 0.0312063 | val_loss: 0.0312021 | Time: 2045.32 ms
[2021-01-26 02:46:10 main:574] : INFO : Epoch 1644 | loss: 0.0312046 | val_loss: 0.0312059 | Time: 2046.02 ms
[2021-01-26 02:46:12 main:574] : INFO : Epoch 1645 | loss: 0.0312048 | val_loss: 0.0312048 | Time: 2043.48 ms
[2021-01-26 02:46:14 main:574] : INFO : Epoch 1646 | loss: 0.0312044 | val_loss: 0.0312074 | Time: 2043.78 ms
[2021-01-26 02:46:16 main:574] : INFO : Epoch 1647 | loss: 0.0312034 | val_loss: 0.0311993 | Time: 2046.22 ms
[2021-01-26 02:46:18 main:574] : INFO : Epoch 1648 | loss: 0.0312021 | val_loss: 0.0312011 | Time: 2048.55 ms
[2021-01-26 02:46:20 main:574] : INFO : Epoch 1649 | loss: 0.0312048 | val_loss: 0.0312018 | Time: 2041.07 ms
[2021-01-26 02:46:22 main:574] : INFO : Epoch 1650 | loss: 0.0312076 | val_loss: 0.0311981 | Time: 2045.04 ms
[2021-01-26 02:46:24 main:574] : INFO : Epoch 1651 | loss: 0.0312025 | val_loss: 0.0312065 | Time: 2042.66 ms
[2021-01-26 02:46:26 main:574] : INFO : Epoch 1652 | loss: 0.0312031 | val_loss: 0.0311973 | Time: 2042.58 ms
[2021-01-26 02:46:28 main:574] : INFO : Epoch 1653 | loss: 0.0312015 | val_loss: 0.0312029 | Time: 2041.1 ms
[2021-01-26 02:46:30 main:574] : INFO : Epoch 1654 | loss: 0.0312075 | val_loss: 0.0312014 | Time: 2045.7 ms
[2021-01-26 02:46:32 main:574] : INFO : Epoch 1655 | loss: 0.0312087 | val_loss: 0.0312041 | Time: 2047.84 ms
[2021-01-26 02:46:34 main:574] : INFO : Epoch 1656 | loss: 0.0312041 | val_loss: 0.031211 | Time: 2047.7 ms
[2021-01-26 02:46:37 main:574] : INFO : Epoch 1657 | loss: 0.0312031 | val_loss: 0.0311998 | Time: 2048.17 ms
[2021-01-26 02:46:39 main:574] : INFO : Epoch 1658 | loss: 0.0312002 | val_loss: 0.0311977 | Time: 2046.76 ms
[2021-01-26 02:46:41 main:574] : INFO : Epoch 1659 | loss: 0.0311985 | val_loss: 0.031196 | Time: 2048.85 ms
[2021-01-26 02:46:43 main:574] : INFO : Epoch 1660 | loss: 0.0312001 | val_loss: 0.0312067 | Time: 2047.34 ms
[2021-01-26 02:46:45 main:574] : INFO : Epoch 1661 | loss: 0.0312015 | val_loss: 0.0311957 | Time: 2039.24 ms
[2021-01-26 02:46:47 main:574] : INFO : Epoch 1662 | loss: 0.0312016 | val_loss: 0.0311961 | Time: 2044.62 ms
[2021-01-26 02:46:49 main:574] : INFO : Epoch 1663 | loss: 0.0311981 | val_loss: 0.0311963 | Time: 2049.18 ms
[2021-01-26 02:46:51 main:574] : INFO : Epoch 1664 | loss: 0.0311993 | val_loss: 0.0311957 | Time: 2050.94 ms
[2021-01-26 02:46:53 main:574] : INFO : Epoch 1665 | loss: 0.0312002 | val_loss: 0.0312016 | Time: 2046.1 ms
[2021-01-26 02:46:55 main:574] : INFO : Epoch 1666 | loss: 0.0312005 | val_loss: 0.0312081 | Time: 2046.16 ms
[2021-01-26 02:46:57 main:574] : INFO : Epoch 1667 | loss: 0.031208 | val_loss: 0.0312034 | Time: 2050.89 ms
[2021-01-26 02:46:59 main:574] : INFO : Epoch 1668 | loss: 0.031213 | val_loss: 0.0312145 | Time: 2045.24 ms
[2021-01-26 02:47:01 main:574] : INFO : Epoch 1669 | loss: 0.0312016 | val_loss: 0.0311949 | Time: 2053.27 ms
[2021-01-26 02:47:03 main:574] : INFO : Epoch 1670 | loss: 0.0312006 | val_loss: 0.0311945 | Time: 2041 ms
[2021-01-26 02:47:05 main:574] : INFO : Epoch 1671 | loss: 0.0311995 | val_loss: 0.0311944 | Time: 2043.11 ms
[2021-01-26 02:47:08 main:574] : INFO : Epoch 1672 | loss: 0.0312136 | val_loss: 0.0312045 | Time: 2050.72 ms
[2021-01-26 02:47:10 main:574] : INFO : Epoch 1673 | loss: 0.0312198 | val_loss: 0.0312089 | Time: 2044.26 ms
[2021-01-26 02:47:12 main:574] : INFO : Epoch 1674 | loss: 0.0312012 | val_loss: 0.0311998 | Time: 2048.68 ms
[2021-01-26 02:47:14 main:574] : INFO : Epoch 1675 | loss: 0.0311982 | val_loss: 0.0311985 | Time: 2046.47 ms
[2021-01-26 02:47:16 main:574] : INFO : Epoch 1676 | loss: 0.0312039 | val_loss: 0.0312401 | Time: 2055.83 ms
[2021-01-26 02:47:18 main:574] : INFO : Epoch 1677 | loss: 0.0312064 | val_loss: 0.0312208 | Time: 2043.7 ms
[2021-01-26 02:47:20 main:574] : INFO : Epoch 1678 | loss: 0.0312043 | val_loss: 0.0311926 | Time: 2046.75 ms
[2021-01-26 02:47:22 main:574] : INFO : Epoch 1679 | loss: 0.0311972 | val_loss: 0.0311925 | Time: 2048.2 ms
[2021-01-26 02:47:24 main:574] : INFO : Epoch 1680 | loss: 0.0311951 | val_loss: 0.0311929 | Time: 2046.39 ms
[2021-01-26 02:47:26 main:574] : INFO : Epoch 1681 | loss: 0.031194 | val_loss: 0.0311933 | Time: 2044.99 ms
[2021-01-26 02:47:28 main:574] : INFO : Epoch 1682 | loss: 0.0311966 | val_loss: 0.0312097 | Time: 2043.71 ms
[2021-01-26 02:47:30 main:574] : INFO : Epoch 1683 | loss: 0.0312125 | val_loss: 0.0312053 | Time: 2047.57 ms
[2021-01-26 02:47:32 main:574] : INFO : Epoch 1684 | loss: 0.031199 | val_loss: 0.0311943 | Time: 2044.6 ms
[2021-01-26 02:47:35 main:574] : INFO : Epoch 1685 | loss: 0.0312039 | val_loss: 0.0312016 | Time: 2048.34 ms
[2021-01-26 02:47:37 main:574] : INFO : Epoch 1686 | loss: 0.0311983 | val_loss: 0.0311928 | Time: 2043.44 ms
[2021-01-26 02:47:39 main:574] : INFO : Epoch 1687 | loss: 0.0311969 | val_loss: 0.0311984 | Time: 2046.63 ms
[2021-01-26 02:47:41 main:574] : INFO : Epoch 1688 | loss: 0.0311975 | val_loss: 0.0311916 | Time: 2042.68 ms
[2021-01-26 02:47:43 main:574] : INFO : Epoch 1689 | loss: 0.0311937 | val_loss: 0.0311914 | Time: 2046.87 ms
[2021-01-26 02:47:45 main:574] : INFO : Epoch 1690 | loss: 0.0311951 | val_loss: 0.0311918 | Time: 2047.79 ms
[2021-01-26 02:47:47 main:574] : INFO : Epoch 1691 | loss: 0.0311936 | val_loss: 0.031195 | Time: 2047.65 ms
[2021-01-26 02:47:49 main:574] : INFO : Epoch 1692 | loss: 0.0311985 | val_loss: 0.0311968 | Time: 2044.48 ms
[2021-01-26 02:47:51 main:574] : INFO : Epoch 1693 | loss: 0.0311964 | val_loss: 0.031191 | Time: 2042.01 ms
[2021-01-26 02:47:53 main:574] : INFO : Epoch 1694 | loss: 0.0311936 | val_loss: 0.031195 | Time: 2041.36 ms
[2021-01-26 02:47:55 main:574] : INFO : Epoch 1695 | loss: 0.0311974 | val_loss: 0.0311931 | Time: 2046.93 ms
[2021-01-26 02:47:57 main:574] : INFO : Epoch 1696 | loss: 0.0312029 | val_loss: 0.0312029 | Time: 2049.81 ms
[2021-01-26 02:47:59 main:574] : INFO : Epoch 1697 | loss: 0.0312098 | val_loss: 0.0312099 | Time: 2048.73 ms
[2021-01-26 02:48:01 main:574] : INFO : Epoch 1698 | loss: 0.0312088 | val_loss: 0.0312001 | Time: 2043.59 ms
[2021-01-26 02:48:03 main:574] : INFO : Epoch 1699 | loss: 0.0312041 | val_loss: 0.0311904 | Time: 2045.75 ms
[2021-01-26 02:48:06 main:574] : INFO : Epoch 1700 | loss: 0.0311933 | val_loss: 0.0312057 | Time: 2049.82 ms
[2021-01-26 02:48:08 main:574] : INFO : Epoch 1701 | loss: 0.0311953 | val_loss: 0.031205 | Time: 2042.18 ms
[2021-01-26 02:48:10 main:574] : INFO : Epoch 1702 | loss: 0.0312005 | val_loss: 0.031199 | Time: 2048.33 ms
[2021-01-26 02:48:12 main:574] : INFO : Epoch 1703 | loss: 0.0312029 | val_loss: 0.0312048 | Time: 2048.16 ms
[2021-01-26 02:48:14 main:574] : INFO : Epoch 1704 | loss: 0.0312058 | val_loss: 0.0312006 | Time: 2047.96 ms
[2021-01-26 02:48:16 main:574] : INFO : Epoch 1705 | loss: 0.0312014 | val_loss: 0.0311943 | Time: 2041.87 ms
[2021-01-26 02:48:18 main:574] : INFO : Epoch 1706 | loss: 0.0311966 | val_loss: 0.0311967 | Time: 2049.22 ms
[2021-01-26 02:48:20 main:574] : INFO : Epoch 1707 | loss: 0.0311982 | val_loss: 0.0312053 | Time: 2048.55 ms
[2021-01-26 02:48:22 main:574] : INFO : Epoch 1708 | loss: 0.0311954 | val_loss: 0.0311971 | Time: 2043.78 ms
[2021-01-26 02:48:24 main:574] : INFO : Epoch 1709 | loss: 0.0311929 | val_loss: 0.0311912 | Time: 2053.79 ms
[2021-01-26 02:48:26 main:574] : INFO : Epoch 1710 | loss: 0.0311937 | val_loss: 0.0312025 | Time: 2043.79 ms
[2021-01-26 02:48:28 main:574] : INFO : Epoch 1711 | loss: 0.0311982 | val_loss: 0.0311894 | Time: 2044.18 ms
[2021-01-26 02:48:30 main:574] : INFO : Epoch 1712 | loss: 0.0311934 | val_loss: 0.0311891 | Time: 2042.03 ms
[2021-01-26 02:48:32 main:574] : INFO : Epoch 1713 | loss: 0.0311942 | val_loss: 0.031193 | Time: 2049.31 ms
[2021-01-26 02:48:34 main:574] : INFO : Epoch 1714 | loss: 0.0311918 | val_loss: 0.0311952 | Time: 2045.83 ms
[2021-01-26 02:48:37 main:574] : INFO : Epoch 1715 | loss: 0.0311912 | val_loss: 0.0311938 | Time: 2047.57 ms
[2021-01-26 02:48:39 main:574] : INFO : Epoch 1716 | loss: 0.0311931 | val_loss: 0.0311934 | Time: 2043.73 ms
[2021-01-26 02:48:41 main:574] : INFO : Epoch 1717 | loss: 0.031196 | val_loss: 0.0311893 | Time: 2051.89 ms
[2021-01-26 02:48:43 main:574] : INFO : Epoch 1718 | loss: 0.0311921 | val_loss: 0.0311903 | Time: 2040.93 ms
[2021-01-26 02:48:45 main:574] : INFO : Epoch 1719 | loss: 0.0311933 | val_loss: 0.0311885 | Time: 2039.08 ms
[2021-01-26 02:48:47 main:574] : INFO : Epoch 1720 | loss: 0.03119 | val_loss: 0.0311887 | Time: 2051.6 ms
[2021-01-26 02:48:49 main:574] : INFO : Epoch 1721 | loss: 0.0311907 | val_loss: 0.0311894 | Time: 2044.4 ms
[2021-01-26 02:48:51 main:574] : INFO : Epoch 1722 | loss: 0.0311982 | val_loss: 0.0312002 | Time: 2046.15 ms
[2021-01-26 02:48:53 main:574] : INFO : Epoch 1723 | loss: 0.031199 | val_loss: 0.0312028 | Time: 2046.47 ms
[2021-01-26 02:48:55 main:574] : INFO : Epoch 1724 | loss: 0.0311957 | val_loss: 0.0311927 | Time: 2047.11 ms
[2021-01-26 02:48:57 main:574] : INFO : Epoch 1725 | loss: 0.0311958 | val_loss: 0.0311909 | Time: 2044.88 ms
[2021-01-26 02:48:59 main:574] : INFO : Epoch 1726 | loss: 0.0311936 | val_loss: 0.0311874 | Time: 2050.43 ms
[2021-01-26 02:49:01 main:574] : INFO : Epoch 1727 | loss: 0.0311916 | val_loss: 0.031193 | Time: 2046.43 ms
[2021-01-26 02:49:04 main:574] : INFO : Epoch 1728 | loss: 0.0312066 | val_loss: 0.0312401 | Time: 2044.76 ms
[2021-01-26 02:49:06 main:574] : INFO : Epoch 1729 | loss: 0.0312016 | val_loss: 0.0311911 | Time: 2047.45 ms
[2021-01-26 02:49:08 main:574] : INFO : Epoch 1730 | loss: 0.0311961 | val_loss: 0.0311962 | Time: 2044.82 ms
[2021-01-26 02:49:10 main:574] : INFO : Epoch 1731 | loss: 0.0312016 | val_loss: 0.0311942 | Time: 2048.16 ms
[2021-01-26 02:49:12 main:574] : INFO : Epoch 1732 | loss: 0.0311936 | val_loss: 0.0311905 | Time: 2044.66 ms
[2021-01-26 02:49:14 main:574] : INFO : Epoch 1733 | loss: 0.031193 | val_loss: 0.031186 | Time: 2050.27 ms
[2021-01-26 02:49:16 main:574] : INFO : Epoch 1734 | loss: 0.0311925 | val_loss: 0.0311861 | Time: 2040.31 ms
[2021-01-26 02:49:18 main:574] : INFO : Epoch 1735 | loss: 0.031195 | val_loss: 0.0311866 | Time: 2044.52 ms
[2021-01-26 02:49:20 main:574] : INFO : Epoch 1736 | loss: 0.0311949 | val_loss: 0.0311933 | Time: 2048.73 ms
[2021-01-26 02:49:22 main:574] : INFO : Epoch 1737 | loss: 0.0311936 | val_loss: 0.0311861 | Time: 2048.02 ms
[2021-01-26 02:49:24 main:574] : INFO : Epoch 1738 | loss: 0.031187 | val_loss: 0.0311875 | Time: 2047.96 ms
[2021-01-26 02:49:26 main:574] : INFO : Epoch 1739 | loss: 0.0311863 | val_loss: 0.0311846 | Time: 2047.33 ms
[2021-01-26 02:49:28 main:574] : INFO : Epoch 1740 | loss: 0.0311874 | val_loss: 0.0311856 | Time: 2048.47 ms
[2021-01-26 02:49:30 main:574] : INFO : Epoch 1741 | loss: 0.0311859 | val_loss: 0.0311833 | Time: 2046.9 ms
[2021-01-26 02:49:32 main:574] : INFO : Epoch 1742 | loss: 0.0311837 | val_loss: 0.0311901 | Time: 2050.9 ms
[2021-01-26 02:49:35 main:574] : INFO : Epoch 1743 | loss: 0.0311842 | val_loss: 0.0311825 | Time: 2045.49 ms
[2021-01-26 02:49:37 main:574] : INFO : Epoch 1744 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 2045.83 ms
[2021-01-26 02:49:39 main:574] : INFO : Epoch 1745 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 2042.75 ms
[2021-01-26 02:49:41 main:574] : INFO : Epoch 1746 | loss: 0.0311861 | val_loss: 0.0312027 | Time: 2042.61 ms
[2021-01-26 02:49:43 main:574] : INFO : Epoch 1747 | loss: 0.0311891 | val_loss: 0.0311857 | Time: 2045.94 ms
[2021-01-26 02:49:45 main:574] : INFO : Epoch 1748 | loss: 0.0311892 | val_loss: 0.0311981 | Time: 2047.42 ms
[2021-01-26 02:49:47 main:574] : INFO : Epoch 1749 | loss: 0.0311851 | val_loss: 0.0311827 | Time: 2047.41 ms
[2021-01-26 02:49:49 main:574] : INFO : Epoch 1750 | loss: 0.0311832 | val_loss: 0.0311813 | Time: 2046.23 ms
[2021-01-26 02:49:51 main:574] : INFO : Epoch 1751 | loss: 0.0311817 | val_loss: 0.0311865 | Time: 2045.57 ms
[2021-01-26 02:49:53 main:574] : INFO : Epoch 1752 | loss: 0.031182 | val_loss: 0.03118 | Time: 2047.9 ms
[2021-01-26 02:49:55 main:574] : INFO : Epoch 1753 | loss: 0.0311813 | val_loss: 0.031183 | Time: 2048.23 ms
[2021-01-26 02:49:57 main:574] : INFO : Epoch 1754 | loss: 0.0311814 | val_loss: 0.0311803 | Time: 2050.33 ms
[2021-01-26 02:49:59 main:574] : INFO : Epoch 1755 | loss: 0.0311823 | val_loss: 0.0311793 | Time: 2046.3 ms
[2021-01-26 02:50:01 main:574] : INFO : Epoch 1756 | loss: 0.0311803 | val_loss: 0.031182 | Time: 2046.94 ms
[2021-01-26 02:50:04 main:574] : INFO : Epoch 1757 | loss: 0.0311841 | val_loss: 0.0311874 | Time: 2047.4 ms
[2021-01-26 02:50:06 main:574] : INFO : Epoch 1758 | loss: 0.031184 | val_loss: 0.0311909 | Time: 2046.45 ms
[2021-01-26 02:50:08 main:574] : INFO : Epoch 1759 | loss: 0.031184 | val_loss: 0.0311808 | Time: 2046.76 ms
[2021-01-26 02:50:10 main:574] : INFO : Epoch 1760 | loss: 0.0311805 | val_loss: 0.0311813 | Time: 2048.56 ms
[2021-01-26 02:50:12 main:574] : INFO : Epoch 1761 | loss: 0.0311813 | val_loss: 0.031186 | Time: 2047.79 ms
[2021-01-26 02:50:14 main:574] : INFO : Epoch 1762 | loss: 0.0311797 | val_loss: 0.0311785 | Time: 2048.67 ms
[2021-01-26 02:50:16 main:574] : INFO : Epoch 1763 | loss: 0.0311786 | val_loss: 0.031179 | Time: 2042.63 ms
[2021-01-26 02:50:18 main:574] : INFO : Epoch 1764 | loss: 0.0311782 | val_loss: 0.0311785 | Time: 2053.63 ms
[2021-01-26 02:50:20 main:574] : INFO : Epoch 1765 | loss: 0.031179 | val_loss: 0.0311792 | Time: 2047.93 ms
[2021-01-26 02:50:22 main:574] : INFO : Epoch 1766 | loss: 0.0311797 | val_loss: 0.0311796 | Time: 2044.08 ms
[2021-01-26 02:50:24 main:574] : INFO : Epoch 1767 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 2036.97 ms
[2021-01-26 02:50:26 main:574] : INFO : Epoch 1768 | loss: 0.0311783 | val_loss: 0.0311796 | Time: 2049.97 ms
[2021-01-26 02:50:28 main:574] : INFO : Epoch 1769 | loss: 0.0311778 | val_loss: 0.0311781 | Time: 2046.54 ms
[2021-01-26 02:50:30 main:574] : INFO : Epoch 1770 | loss: 0.0311774 | val_loss: 0.0311791 | Time: 2045.28 ms
[2021-01-26 02:50:32 main:574] : INFO : Epoch 1771 | loss: 0.0311783 | val_loss: 0.0311788 | Time: 2048.66 ms
[2021-01-26 02:50:35 main:574] : INFO : Epoch 1772 | loss: 0.031181 | val_loss: 0.0311772 | Time: 2051.08 ms
[2021-01-26 02:50:37 main:574] : INFO : Epoch 1773 | loss: 0.0311843 | val_loss: 0.0311853 | Time: 2046.89 ms
[2021-01-26 02:50:39 main:574] : INFO : Epoch 1774 | loss: 0.0311783 | val_loss: 0.0311802 | Time: 2048.01 ms
[2021-01-26 02:50:41 main:574] : INFO : Epoch 1775 | loss: 0.0311832 | val_loss: 0.031177 | Time: 2046.5 ms
[2021-01-26 02:50:43 main:574] : INFO : Epoch 1776 | loss: 0.0311767 | val_loss: 0.0311762 | Time: 2043.31 ms
[2021-01-26 02:50:45 main:574] : INFO : Epoch 1777 | loss: 0.031177 | val_loss: 0.0311772 | Time: 2050.58 ms
[2021-01-26 02:50:47 main:574] : INFO : Epoch 1778 | loss: 0.0311775 | val_loss: 0.031177 | Time: 2050.33 ms
[2021-01-26 02:50:49 main:574] : INFO : Epoch 1779 | loss: 0.0311763 | val_loss: 0.031177 | Time: 2047.55 ms
[2021-01-26 02:50:51 main:574] : INFO : Epoch 1780 | loss: 0.0311763 | val_loss: 0.0311761 | Time: 2043.25 ms
[2021-01-26 02:50:53 main:574] : INFO : Epoch 1781 | loss: 0.0311765 | val_loss: 0.0311772 | Time: 2047.91 ms
[2021-01-26 02:50:55 main:574] : INFO : Epoch 1782 | loss: 0.0311771 | val_loss: 0.0311821 | Time: 2047.94 ms
[2021-01-26 02:50:57 main:574] : INFO : Epoch 1783 | loss: 0.0311816 | val_loss: 0.0311797 | Time: 2043.56 ms
[2021-01-26 02:51:00 main:574] : INFO : Epoch 1784 | loss: 0.0311797 | val_loss: 0.03118 | Time: 2047.82 ms
[2021-01-26 02:51:02 main:574] : INFO : Epoch 1785 | loss: 0.0311795 | val_loss: 0.0311779 | Time: 2051.64 ms
[2021-01-26 02:51:04 main:574] : INFO : Epoch 1786 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 2042.8 ms
[2021-01-26 02:51:06 main:574] : INFO : Epoch 1787 | loss: 0.0311766 | val_loss: 0.0311767 | Time: 2041.69 ms
[2021-01-26 02:51:08 main:574] : INFO : Epoch 1788 | loss: 0.031179 | val_loss: 0.0311752 | Time: 2050.01 ms
[2021-01-26 02:51:10 main:574] : INFO : Epoch 1789 | loss: 0.0311761 | val_loss: 0.0311751 | Time: 2042.82 ms
[2021-01-26 02:51:12 main:574] : INFO : Epoch 1790 | loss: 0.0311755 | val_loss: 0.0311773 | Time: 2042.64 ms
[2021-01-26 02:51:14 main:574] : INFO : Epoch 1791 | loss: 0.0311795 | val_loss: 0.0311858 | Time: 2047.44 ms
[2021-01-26 02:51:16 main:574] : INFO : Epoch 1792 | loss: 0.0311792 | val_loss: 0.0311775 | Time: 2053.75 ms
[2021-01-26 02:51:18 main:574] : INFO : Epoch 1793 | loss: 0.03118 | val_loss: 0.0311762 | Time: 2043.62 ms
[2021-01-26 02:51:20 main:574] : INFO : Epoch 1794 | loss: 0.031177 | val_loss: 0.0311751 | Time: 2050.49 ms
[2021-01-26 02:51:22 main:574] : INFO : Epoch 1795 | loss: 0.0311791 | val_loss: 0.0311804 | Time: 2048.51 ms
[2021-01-26 02:51:24 main:574] : INFO : Epoch 1796 | loss: 0.0311833 | val_loss: 0.0311805 | Time: 2050.33 ms
[2021-01-26 02:51:26 main:574] : INFO : Epoch 1797 | loss: 0.0311807 | val_loss: 0.0311784 | Time: 2043.88 ms
[2021-01-26 02:51:28 main:574] : INFO : Epoch 1798 | loss: 0.0311779 | val_loss: 0.0311767 | Time: 2049.91 ms
[2021-01-26 02:51:31 main:574] : INFO : Epoch 1799 | loss: 0.0311768 | val_loss: 0.031178 | Time: 2043.63 ms
[2021-01-26 02:51:33 main:574] : INFO : Epoch 1800 | loss: 0.0311771 | val_loss: 0.0311774 | Time: 2047.86 ms
[2021-01-26 02:51:35 main:574] : INFO : Epoch 1801 | loss: 0.0311764 | val_loss: 0.03118 | Time: 2054.04 ms
[2021-01-26 02:51:37 main:574] : INFO : Epoch 1802 | loss: 0.031175 | val_loss: 0.0311761 | Time: 2046.9 ms
[2021-01-26 02:51:39 main:574] : INFO : Epoch 1803 | loss: 0.0311747 | val_loss: 0.0311766 | Time: 2045.53 ms
[2021-01-26 02:51:41 main:574] : INFO : Epoch 1804 | loss: 0.0311753 | val_loss: 0.0311759 | Time: 2052.64 ms
[2021-01-26 02:51:43 main:574] : INFO : Epoch 1805 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 2047.47 ms
[2021-01-26 02:51:45 main:574] : INFO : Epoch 1806 | loss: 0.0311782 | val_loss: 0.0311752 | Time: 2050.81 ms
[2021-01-26 02:51:47 main:574] : INFO : Epoch 1807 | loss: 0.0311751 | val_loss: 0.0311766 | Time: 2046.33 ms
[2021-01-26 02:51:49 main:574] : INFO : Epoch 1808 | loss: 0.0311745 | val_loss: 0.0311756 | Time: 2046.57 ms
[2021-01-26 02:51:51 main:574] : INFO : Epoch 1809 | loss: 0.0311752 | val_loss: 0.0311754 | Time: 2041.99 ms
[2021-01-26 02:51:53 main:574] : INFO : Epoch 1810 | loss: 0.0311736 | val_loss: 0.0311751 | Time: 2047.82 ms
[2021-01-26 02:51:56 main:574] : INFO : Epoch 1811 | loss: 0.0311743 | val_loss: 0.0311731 | Time: 2043.71 ms
[2021-01-26 02:51:58 main:574] : INFO : Epoch 1812 | loss: 0.0311717 | val_loss: 0.0311732 | Time: 2049.74 ms
[2021-01-26 02:52:00 main:574] : INFO : Epoch 1813 | loss: 0.0311717 | val_loss: 0.0311749 | Time: 2050.83 ms
[2021-01-26 02:52:02 main:574] : INFO : Epoch 1814 | loss: 0.0311736 | val_loss: 0.0311749 | Time: 2042.75 ms
[2021-01-26 02:52:04 main:574] : INFO : Epoch 1815 | loss: 0.031173 | val_loss: 0.0311758 | Time: 2045.6 ms
[2021-01-26 02:52:06 main:574] : INFO : Epoch 1816 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 2042.55 ms
[2021-01-26 02:52:08 main:574] : INFO : Epoch 1817 | loss: 0.0311738 | val_loss: 0.0311742 | Time: 2045.93 ms
[2021-01-26 02:52:10 main:574] : INFO : Epoch 1818 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 2040.62 ms
[2021-01-26 02:52:12 main:574] : INFO : Epoch 1819 | loss: 0.0311731 | val_loss: 0.0311847 | Time: 2045.27 ms
[2021-01-26 02:52:14 main:574] : INFO : Epoch 1820 | loss: 0.0311771 | val_loss: 0.0311739 | Time: 2041.18 ms
[2021-01-26 02:52:16 main:574] : INFO : Epoch 1821 | loss: 0.031177 | val_loss: 0.0311769 | Time: 2047.43 ms
[2021-01-26 02:52:18 main:574] : INFO : Epoch 1822 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 2038.55 ms
[2021-01-26 02:52:20 main:574] : INFO : Epoch 1823 | loss: 0.0311757 | val_loss: 0.0311764 | Time: 2047.56 ms
[2021-01-26 02:52:23 main:574] : INFO : Epoch 1824 | loss: 0.0311747 | val_loss: 0.0311755 | Time: 2047.34 ms
[2021-01-26 02:52:25 main:574] : INFO : Epoch 1825 | loss: 0.0311746 | val_loss: 0.0311751 | Time: 2046.94 ms
[2021-01-26 02:52:27 main:574] : INFO : Epoch 1826 | loss: 0.0311751 | val_loss: 0.0311755 | Time: 2051.81 ms
[2021-01-26 02:52:29 main:574] : INFO : Epoch 1827 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 2044.69 ms
[2021-01-26 02:52:31 main:574] : INFO : Epoch 1828 | loss: 0.0311745 | val_loss: 0.0311764 | Time: 2046.32 ms
[2021-01-26 02:52:33 main:574] : INFO : Epoch 1829 | loss: 0.0311786 | val_loss: 0.0311752 | Time: 2045.04 ms
[2021-01-26 02:52:35 main:574] : INFO : Epoch 1830 | loss: 0.0311746 | val_loss: 0.0311747 | Time: 2047.62 ms
[2021-01-26 02:52:37 main:574] : INFO : Epoch 1831 | loss: 0.0311722 | val_loss: 0.0311733 | Time: 2045.37 ms
[2021-01-26 02:52:39 main:574] : INFO : Epoch 1832 | loss: 0.0311729 | val_loss: 0.0311726 | Time: 2049.06 ms
[2021-01-26 02:52:41 main:574] : INFO : Epoch 1833 | loss: 0.0311706 | val_loss: 0.0311723 | Time: 2047.01 ms
[2021-01-26 02:52:43 main:574] : INFO : Epoch 1834 | loss: 0.031173 | val_loss: 0.0311741 | Time: 2041.07 ms
[2021-01-26 02:52:45 main:574] : INFO : Epoch 1835 | loss: 0.0311727 | val_loss: 0.0311766 | Time: 2039.86 ms
[2021-01-26 02:52:47 main:574] : INFO : Epoch 1836 | loss: 0.0311718 | val_loss: 0.0311752 | Time: 2047.65 ms
[2021-01-26 02:52:49 main:574] : INFO : Epoch 1837 | loss: 0.0311712 | val_loss: 0.0311716 | Time: 2050.17 ms
[2021-01-26 02:52:52 main:574] : INFO : Epoch 1838 | loss: 0.0311708 | val_loss: 0.0311721 | Time: 2042.48 ms
[2021-01-26 02:52:54 main:574] : INFO : Epoch 1839 | loss: 0.0311707 | val_loss: 0.0311766 | Time: 2042.77 ms
[2021-01-26 02:52:56 main:574] : INFO : Epoch 1840 | loss: 0.0311698 | val_loss: 0.0311728 | Time: 2046.94 ms
[2021-01-26 02:52:58 main:574] : INFO : Epoch 1841 | loss: 0.0311705 | val_loss: 0.0311723 | Time: 2050.64 ms
[2021-01-26 02:53:00 main:574] : INFO : Epoch 1842 | loss: 0.0311704 | val_loss: 0.0311724 | Time: 2052.96 ms
[2021-01-26 02:53:02 main:574] : INFO : Epoch 1843 | loss: 0.0311705 | val_loss: 0.0311724 | Time: 2044.49 ms
[2021-01-26 02:53:04 main:574] : INFO : Epoch 1844 | loss: 0.0311718 | val_loss: 0.0311815 | Time: 2048.62 ms
[2021-01-26 02:53:06 main:574] : INFO : Epoch 1845 | loss: 0.0311723 | val_loss: 0.0311736 | Time: 2053.4 ms
[2021-01-26 02:53:08 main:574] : INFO : Epoch 1846 | loss: 0.0311699 | val_loss: 0.031176 | Time: 2043.47 ms
[2021-01-26 02:53:10 main:574] : INFO : Epoch 1847 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 2044.26 ms
[2021-01-26 02:53:12 main:574] : INFO : Epoch 1848 | loss: 0.0311706 | val_loss: 0.0311703 | Time: 2050.24 ms
[2021-01-26 02:53:14 main:574] : INFO : Epoch 1849 | loss: 0.0311682 | val_loss: 0.03117 | Time: 2039.83 ms
[2021-01-26 02:53:16 main:574] : INFO : Epoch 1850 | loss: 0.0311683 | val_loss: 0.0311735 | Time: 2047.13 ms
[2021-01-26 02:53:19 main:574] : INFO : Epoch 1851 | loss: 0.0311687 | val_loss: 0.0311715 | Time: 2039.58 ms
[2021-01-26 02:53:21 main:574] : INFO : Epoch 1852 | loss: 0.0311694 | val_loss: 0.0311705 | Time: 2043.58 ms
[2021-01-26 02:53:23 main:574] : INFO : Epoch 1853 | loss: 0.0311676 | val_loss: 0.0311716 | Time: 2037.79 ms
[2021-01-26 02:53:25 main:574] : INFO : Epoch 1854 | loss: 0.0311683 | val_loss: 0.0311728 | Time: 2047.81 ms
[2021-01-26 02:53:27 main:574] : INFO : Epoch 1855 | loss: 0.0311705 | val_loss: 0.0311732 | Time: 2046.2 ms
[2021-01-26 02:53:29 main:574] : INFO : Epoch 1856 | loss: 0.0311678 | val_loss: 0.0311699 | Time: 2047.67 ms
[2021-01-26 02:53:31 main:574] : INFO : Epoch 1857 | loss: 0.0311673 | val_loss: 0.0311713 | Time: 2045.52 ms
[2021-01-26 02:53:33 main:574] : INFO : Epoch 1858 | loss: 0.031167 | val_loss: 0.0311708 | Time: 2044.02 ms
[2021-01-26 02:53:35 main:574] : INFO : Epoch 1859 | loss: 0.031167 | val_loss: 0.0311742 | Time: 2042.01 ms
[2021-01-26 02:53:37 main:574] : INFO : Epoch 1860 | loss: 0.0311681 | val_loss: 0.0311719 | Time: 2046.96 ms
[2021-01-26 02:53:39 main:574] : INFO : Epoch 1861 | loss: 0.0311694 | val_loss: 0.0311715 | Time: 2043.82 ms
[2021-01-26 02:53:41 main:574] : INFO : Epoch 1862 | loss: 0.0311708 | val_loss: 0.0311734 | Time: 2045.48 ms
[2021-01-26 02:53:43 main:574] : INFO : Epoch 1863 | loss: 0.0311732 | val_loss: 0.0311751 | Time: 2044.06 ms
[2021-01-26 02:53:45 main:574] : INFO : Epoch 1864 | loss: 0.0311705 | val_loss: 0.0311699 | Time: 2051.88 ms
[2021-01-26 02:53:47 main:574] : INFO : Epoch 1865 | loss: 0.0311682 | val_loss: 0.0311712 | Time: 2045.25 ms
[2021-01-26 02:53:49 main:574] : INFO : Epoch 1866 | loss: 0.0311674 | val_loss: 0.03117 | Time: 2051.14 ms
[2021-01-26 02:53:52 main:574] : INFO : Epoch 1867 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 2050.46 ms
[2021-01-26 02:53:54 main:574] : INFO : Epoch 1868 | loss: 0.0311671 | val_loss: 0.0311696 | Time: 2053.99 ms
[2021-01-26 02:53:56 main:574] : INFO : Epoch 1869 | loss: 0.0311664 | val_loss: 0.0311699 | Time: 2049.17 ms
[2021-01-26 02:53:58 main:574] : INFO : Epoch 1870 | loss: 0.0311664 | val_loss: 0.0311698 | Time: 2050.57 ms
[2021-01-26 02:54:00 main:574] : INFO : Epoch 1871 | loss: 0.0311673 | val_loss: 0.0311698 | Time: 2048.73 ms
[2021-01-26 02:54:02 main:574] : INFO : Epoch 1872 | loss: 0.0311691 | val_loss: 0.0311696 | Time: 2045.72 ms
[2021-01-26 02:54:04 main:574] : INFO : Epoch 1873 | loss: 0.0311676 | val_loss: 0.0311745 | Time: 2043.54 ms
[2021-01-26 02:54:06 main:574] : INFO : Epoch 1874 | loss: 0.0311701 | val_loss: 0.0311759 | Time: 2054.78 ms
[2021-01-26 02:54:08 main:574] : INFO : Epoch 1875 | loss: 0.031169 | val_loss: 0.0311734 | Time: 2043.61 ms
[2021-01-26 02:54:10 main:574] : INFO : Epoch 1876 | loss: 0.0311685 | val_loss: 0.0311689 | Time: 2048.69 ms
[2021-01-26 02:54:12 main:574] : INFO : Epoch 1877 | loss: 0.0311692 | val_loss: 0.0311774 | Time: 2046.76 ms
[2021-01-26 02:54:14 main:574] : INFO : Epoch 1878 | loss: 0.0311709 | val_loss: 0.0311768 | Time: 2048.24 ms
[2021-01-26 02:54:16 main:574] : INFO : Epoch 1879 | loss: 0.0311744 | val_loss: 0.0311701 | Time: 2048.04 ms
[2021-01-26 02:54:19 main:574] : INFO : Epoch 1880 | loss: 0.0311682 | val_loss: 0.0311685 | Time: 2037.69 ms
[2021-01-26 02:54:21 main:574] : INFO : Epoch 1881 | loss: 0.0311675 | val_loss: 0.0311697 | Time: 2046.21 ms
[2021-01-26 02:54:23 main:574] : INFO : Epoch 1882 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 2046.27 ms
[2021-01-26 02:54:25 main:574] : INFO : Epoch 1883 | loss: 0.0311681 | val_loss: 0.0311726 | Time: 2045.27 ms
[2021-01-26 02:54:27 main:574] : INFO : Epoch 1884 | loss: 0.0311691 | val_loss: 0.0311716 | Time: 2044.06 ms
[2021-01-26 02:54:29 main:574] : INFO : Epoch 1885 | loss: 0.0311694 | val_loss: 0.0311723 | Time: 2048.75 ms
[2021-01-26 02:54:31 main:574] : INFO : Epoch 1886 | loss: 0.0311692 | val_loss: 0.0311709 | Time: 2044.88 ms
[2021-01-26 02:54:33 main:574] : INFO : Epoch 1887 | loss: 0.0311681 | val_loss: 0.0311695 | Time: 2045.23 ms
[2021-01-26 02:54:35 main:574] : INFO : Epoch 1888 | loss: 0.0311664 | val_loss: 0.0311685 | Time: 2042.76 ms
[2021-01-26 02:54:37 main:574] : INFO : Epoch 1889 | loss: 0.031167 | val_loss: 0.0311683 | Time: 2046.48 ms
[2021-01-26 02:54:39 main:574] : INFO : Epoch 1890 | loss: 0.0311711 | val_loss: 0.0311754 | Time: 2042.4 ms
[2021-01-26 02:54:41 main:574] : INFO : Epoch 1891 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 2049 ms
[2021-01-26 02:54:43 main:574] : INFO : Epoch 1892 | loss: 0.0311727 | val_loss: 0.031173 | Time: 2045.33 ms
[2021-01-26 02:54:45 main:574] : INFO : Epoch 1893 | loss: 0.031172 | val_loss: 0.031172 | Time: 2044.32 ms
[2021-01-26 02:54:48 main:574] : INFO : Epoch 1894 | loss: 0.0311713 | val_loss: 0.031174 | Time: 2046.54 ms
[2021-01-26 02:54:50 main:574] : INFO : Epoch 1895 | loss: 0.0311737 | val_loss: 0.0311722 | Time: 2050.55 ms
[2021-01-26 02:54:52 main:574] : INFO : Epoch 1896 | loss: 0.0311717 | val_loss: 0.0311724 | Time: 2042.55 ms
[2021-01-26 02:54:54 main:574] : INFO : Epoch 1897 | loss: 0.0311699 | val_loss: 0.0311742 | Time: 2047.12 ms
[2021-01-26 02:54:56 main:574] : INFO : Epoch 1898 | loss: 0.0311714 | val_loss: 0.0311726 | Time: 2045.43 ms
[2021-01-26 02:54:58 main:574] : INFO : Epoch 1899 | loss: 0.0311746 | val_loss: 0.0311728 | Time: 2045.8 ms
[2021-01-26 02:55:00 main:574] : INFO : Epoch 1900 | loss: 0.0311719 | val_loss: 0.0311753 | Time: 2047.55 ms
[2021-01-26 02:55:02 main:574] : INFO : Epoch 1901 | loss: 0.0311719 | val_loss: 0.0311749 | Time: 2046.28 ms
[2021-01-26 02:55:04 main:574] : INFO : Epoch 1902 | loss: 0.031173 | val_loss: 0.0311737 | Time: 2041.89 ms
[2021-01-26 02:55:06 main:574] : INFO : Epoch 1903 | loss: 0.0311718 | val_loss: 0.0311837 | Time: 2050.32 ms
[2021-01-26 02:55:08 main:574] : INFO : Epoch 1904 | loss: 0.0311734 | val_loss: 0.0311747 | Time: 2050.34 ms
[2021-01-26 02:55:10 main:574] : INFO : Epoch 1905 | loss: 0.0311716 | val_loss: 0.0311786 | Time: 2047.87 ms
[2021-01-26 02:55:12 main:574] : INFO : Epoch 1906 | loss: 0.0311715 | val_loss: 0.0311714 | Time: 2044.05 ms
[2021-01-26 02:55:14 main:574] : INFO : Epoch 1907 | loss: 0.0311718 | val_loss: 0.0311737 | Time: 2048.29 ms
[2021-01-26 02:55:17 main:574] : INFO : Epoch 1908 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 2047.38 ms
[2021-01-26 02:55:19 main:574] : INFO : Epoch 1909 | loss: 0.0311699 | val_loss: 0.0311735 | Time: 2043.44 ms
[2021-01-26 02:55:21 main:574] : INFO : Epoch 1910 | loss: 0.0311683 | val_loss: 0.0311707 | Time: 2038.84 ms
[2021-01-26 02:55:23 main:574] : INFO : Epoch 1911 | loss: 0.0311686 | val_loss: 0.0311732 | Time: 2052.58 ms
[2021-01-26 02:55:25 main:574] : INFO : Epoch 1912 | loss: 0.0311702 | val_loss: 0.0311733 | Time: 2048.78 ms
[2021-01-26 02:55:27 main:574] : INFO : Epoch 1913 | loss: 0.0311713 | val_loss: 0.0311774 | Time: 2040.29 ms
[2021-01-26 02:55:29 main:574] : INFO : Epoch 1914 | loss: 0.0311757 | val_loss: 0.0311813 | Time: 2049.06 ms
[2021-01-26 02:55:31 main:574] : INFO : Epoch 1915 | loss: 0.0311742 | val_loss: 0.0311819 | Time: 2046.58 ms
[2021-01-26 02:55:33 main:574] : INFO : Epoch 1916 | loss: 0.0311714 | val_loss: 0.0311727 | Time: 2051.39 ms
[2021-01-26 02:55:35 main:574] : INFO : Epoch 1917 | loss: 0.0311692 | val_loss: 0.0311737 | Time: 2047.52 ms
[2021-01-26 02:55:37 main:574] : INFO : Epoch 1918 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 2045.74 ms
[2021-01-26 02:55:39 main:574] : INFO : Epoch 1919 | loss: 0.0311688 | val_loss: 0.0311769 | Time: 2048.28 ms
[2021-01-26 02:55:41 main:574] : INFO : Epoch 1920 | loss: 0.0311712 | val_loss: 0.0311739 | Time: 2042.49 ms
[2021-01-26 02:55:44 main:574] : INFO : Epoch 1921 | loss: 0.0311725 | val_loss: 0.0311765 | Time: 2045.13 ms
[2021-01-26 02:55:46 main:574] : INFO : Epoch 1922 | loss: 0.0311746 | val_loss: 0.0311733 | Time: 2050.55 ms
[2021-01-26 02:55:48 main:574] : INFO : Epoch 1923 | loss: 0.0311743 | val_loss: 0.0311738 | Time: 2043.78 ms
[2021-01-26 02:55:50 main:574] : INFO : Epoch 1924 | loss: 0.0311742 | val_loss: 0.0311724 | Time: 2048.2 ms
[2021-01-26 02:55:52 main:574] : INFO : Epoch 1925 | loss: 0.0311712 | val_loss: 0.0311734 | Time: 2046.7 ms
[2021-01-26 02:55:54 main:574] : INFO : Epoch 1926 | loss: 0.031175 | val_loss: 0.0311763 | Time: 2040.61 ms
[2021-01-26 02:55:56 main:574] : INFO : Epoch 1927 | loss: 0.0311739 | val_loss: 0.0311849 | Time: 2041.61 ms
[2021-01-26 02:55:58 main:574] : INFO : Epoch 1928 | loss: 0.031177 | val_loss: 0.0311747 | Time: 2042.76 ms
[2021-01-26 02:56:00 main:574] : INFO : Epoch 1929 | loss: 0.0311789 | val_loss: 0.0311764 | Time: 2048.8 ms
[2021-01-26 02:56:02 main:574] : INFO : Epoch 1930 | loss: 0.0311754 | val_loss: 0.0311707 | Time: 2048.47 ms
[2021-01-26 02:56:04 main:574] : INFO : Epoch 1931 | loss: 0.0311717 | val_loss: 0.0311683 | Time: 2046.19 ms
[2021-01-26 02:56:06 main:574] : INFO : Epoch 1932 | loss: 0.0311717 | val_loss: 0.0311718 | Time: 2047.9 ms
[2021-01-26 02:56:08 main:574] : INFO : Epoch 1933 | loss: 0.0311708 | val_loss: 0.0311684 | Time: 2043.62 ms
[2021-01-26 02:56:10 main:574] : INFO : Epoch 1934 | loss: 0.0311698 | val_loss: 0.0311679 | Time: 2047.2 ms
[2021-01-26 02:56:12 main:574] : INFO : Epoch 1935 | loss: 0.0311717 | val_loss: 0.0311677 | Time: 2043.21 ms
[2021-01-26 02:56:15 main:574] : INFO : Epoch 1936 | loss: 0.0311702 | val_loss: 0.0311699 | Time: 2045.89 ms
[2021-01-26 02:56:17 main:574] : INFO : Epoch 1937 | loss: 0.0311704 | val_loss: 0.0311698 | Time: 2048.29 ms
[2021-01-26 02:56:19 main:574] : INFO : Epoch 1938 | loss: 0.0311692 | val_loss: 0.0311677 | Time: 2042.87 ms
[2021-01-26 02:56:21 main:574] : INFO : Epoch 1939 | loss: 0.0311684 | val_loss: 0.0311662 | Time: 2045.97 ms
[2021-01-26 02:56:23 main:574] : INFO : Epoch 1940 | loss: 0.031168 | val_loss: 0.0311706 | Time: 2046.04 ms
[2021-01-26 02:56:25 main:574] : INFO : Epoch 1941 | loss: 0.0311721 | val_loss: 0.0311755 | Time: 2045.27 ms
[2021-01-26 02:56:27 main:574] : INFO : Epoch 1942 | loss: 0.0311733 | val_loss: 0.0311723 | Time: 2047.21 ms
[2021-01-26 02:56:29 main:574] : INFO : Epoch 1943 | loss: 0.0311733 | val_loss: 0.0311691 | Time: 2050.81 ms
[2021-01-26 02:56:31 main:574] : INFO : Epoch 1944 | loss: 0.0311702 | val_loss: 0.0311713 | Time: 2044.28 ms
[2021-01-26 02:56:33 main:574] : INFO : Epoch 1945 | loss: 0.0311719 | val_loss: 0.0311746 | Time: 2048.96 ms
[2021-01-26 02:56:35 main:574] : INFO : Epoch 1946 | loss: 0.0311688 | val_loss: 0.0311712 | Time: 2041.63 ms
[2021-01-26 02:56:37 main:574] : INFO : Epoch 1947 | loss: 0.0311709 | val_loss: 0.0311704 | Time: 2047.77 ms
[2021-01-26 02:56:39 main:574] : INFO : Epoch 1948 | loss: 0.0311691 | val_loss: 0.0311686 | Time: 2045.12 ms
[2021-01-26 02:56:41 main:574] : INFO : Epoch 1949 | loss: 0.031168 | val_loss: 0.0311683 | Time: 2045.01 ms
[2021-01-26 02:56:44 main:574] : INFO : Epoch 1950 | loss: 0.0311679 | val_loss: 0.0311698 | Time: 2041.35 ms
[2021-01-26 02:56:46 main:574] : INFO : Epoch 1951 | loss: 0.0311705 | val_loss: 0.0311697 | Time: 2040.96 ms
[2021-01-26 02:56:48 main:574] : INFO : Epoch 1952 | loss: 0.031171 | val_loss: 0.0311667 | Time: 2041.77 ms
[2021-01-26 02:56:50 main:574] : INFO : Epoch 1953 | loss: 0.0311694 | val_loss: 0.031171 | Time: 2043.28 ms
[2021-01-26 02:56:52 main:574] : INFO : Epoch 1954 | loss: 0.0311712 | val_loss: 0.0311709 | Time: 2042.87 ms
[2021-01-26 02:56:54 main:574] : INFO : Epoch 1955 | loss: 0.0311704 | val_loss: 0.0311738 | Time: 2045.48 ms
[2021-01-26 02:56:56 main:574] : INFO : Epoch 1956 | loss: 0.0311722 | val_loss: 0.0311688 | Time: 2038.48 ms
[2021-01-26 02:56:58 main:574] : INFO : Epoch 1957 | loss: 0.0311676 | val_loss: 0.0311683 | Time: 2045.48 ms
[2021-01-26 02:57:00 main:574] : INFO : Epoch 1958 | loss: 0.0311707 | val_loss: 0.031174 | Time: 2041.71 ms
[2021-01-26 02:57:02 main:574] : INFO : Epoch 1959 | loss: 0.0311722 | val_loss: 0.0311673 | Time: 2045.31 ms
[2021-01-26 02:57:04 main:574] : INFO : Epoch 1960 | loss: 0.031169 | val_loss: 0.0311683 | Time: 2054.01 ms
[2021-01-26 02:57:06 main:574] : INFO : Epoch 1961 | loss: 0.0311681 | val_loss: 0.0311697 | Time: 2046.68 ms
[2021-01-26 02:57:08 main:574] : INFO : Epoch 1962 | loss: 0.0311693 | val_loss: 0.0311767 | Time: 2045.08 ms
[2021-01-26 02:57:10 main:574] : INFO : Epoch 1963 | loss: 0.0311758 | val_loss: 0.0311691 | Time: 2044.04 ms
[2021-01-26 02:57:12 main:574] : INFO : Epoch 1964 | loss: 0.0311703 | val_loss: 0.0311696 | Time: 2043.71 ms
[2021-01-26 02:57:14 main:574] : INFO : Epoch 1965 | loss: 0.0311685 | val_loss: 0.0311703 | Time: 2040.26 ms
[2021-01-26 02:57:17 main:574] : INFO : Epoch 1966 | loss: 0.0311699 | val_loss: 0.0311682 | Time: 2041.83 ms
[2021-01-26 02:57:19 main:574] : INFO : Epoch 1967 | loss: 0.0311689 | val_loss: 0.0311678 | Time: 2050.81 ms
[2021-01-26 02:57:21 main:574] : INFO : Epoch 1968 | loss: 0.0311688 | val_loss: 0.0311678 | Time: 2043.81 ms
[2021-01-26 02:57:23 main:574] : INFO : Epoch 1969 | loss: 0.0311705 | val_loss: 0.031171 | Time: 2050.33 ms
[2021-01-26 02:57:25 main:574] : INFO : Epoch 1970 | loss: 0.031165 | val_loss: 0.0311645 | Time: 2040.66 ms
[2021-01-26 02:57:27 main:574] : INFO : Epoch 1971 | loss: 0.0311648 | val_loss: 0.0311669 | Time: 2046.96 ms
[2021-01-26 02:57:29 main:574] : INFO : Epoch 1972 | loss: 0.0311667 | val_loss: 0.0311633 | Time: 2046.33 ms
[2021-01-26 02:57:31 main:574] : INFO : Epoch 1973 | loss: 0.0311677 | val_loss: 0.0311761 | Time: 2046.2 ms
[2021-01-26 02:57:33 main:574] : INFO : Epoch 1974 | loss: 0.031168 | val_loss: 0.0311691 | Time: 2042.28 ms
[2021-01-26 02:57:35 main:574] : INFO : Epoch 1975 | loss: 0.0311655 | val_loss: 0.03117 | Time: 2049.37 ms
[2021-01-26 02:57:37 main:574] : INFO : Epoch 1976 | loss: 0.0311692 | val_loss: 0.0311662 | Time: 2051.09 ms
[2021-01-26 02:57:39 main:574] : INFO : Epoch 1977 | loss: 0.031165 | val_loss: 0.0311657 | Time: 2050.24 ms
[2021-01-26 02:57:41 main:574] : INFO : Epoch 1978 | loss: 0.0311635 | val_loss: 0.0311676 | Time: 2043.68 ms
[2021-01-26 02:57:44 main:574] : INFO : Epoch 1979 | loss: 0.031164 | val_loss: 0.0311655 | Time: 2044.07 ms
[2021-01-26 02:57:46 main:574] : INFO : Epoch 1980 | loss: 0.0311668 | val_loss: 0.0311745 | Time: 2038.86 ms
[2021-01-26 02:57:48 main:574] : INFO : Epoch 1981 | loss: 0.0311677 | val_loss: 0.0311714 | Time: 2048.78 ms
[2021-01-26 02:57:50 main:574] : INFO : Epoch 1982 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 2047.76 ms
[2021-01-26 02:57:52 main:574] : INFO : Epoch 1983 | loss: 0.0311659 | val_loss: 0.0311693 | Time: 2047.34 ms
[2021-01-26 02:57:54 main:574] : INFO : Epoch 1984 | loss: 0.0311637 | val_loss: 0.0311668 | Time: 2046.33 ms
[2021-01-26 02:57:56 main:574] : INFO : Epoch 1985 | loss: 0.0311652 | val_loss: 0.0311667 | Time: 2045.3 ms
[2021-01-26 02:57:58 main:574] : INFO : Epoch 1986 | loss: 0.0311684 | val_loss: 0.0311824 | Time: 2041.9 ms
[2021-01-26 02:58:00 main:574] : INFO : Epoch 1987 | loss: 0.0311702 | val_loss: 0.0311677 | Time: 2051.84 ms
[2021-01-26 02:58:02 main:574] : INFO : Epoch 1988 | loss: 0.0311655 | val_loss: 0.0311648 | Time: 2046.98 ms
[2021-01-26 02:58:04 main:574] : INFO : Epoch 1989 | loss: 0.0311662 | val_loss: 0.0311695 | Time: 2041.78 ms
[2021-01-26 02:58:06 main:574] : INFO : Epoch 1990 | loss: 0.0311662 | val_loss: 0.0311656 | Time: 2044.96 ms
[2021-01-26 02:58:08 main:574] : INFO : Epoch 1991 | loss: 0.0311664 | val_loss: 0.0311655 | Time: 2048.02 ms
[2021-01-26 02:58:10 main:574] : INFO : Epoch 1992 | loss: 0.0311677 | val_loss: 0.0311722 | Time: 2044.08 ms
[2021-01-26 02:58:12 main:574] : INFO : Epoch 1993 | loss: 0.0311701 | val_loss: 0.0311677 | Time: 2043.5 ms
[2021-01-26 02:58:15 main:574] : INFO : Epoch 1994 | loss: 0.0311665 | val_loss: 0.0311671 | Time: 2048.25 ms
[2021-01-26 02:58:17 main:574] : INFO : Epoch 1995 | loss: 0.0311668 | val_loss: 0.0311683 | Time: 2049.15 ms
[2021-01-26 02:58:19 main:574] : INFO : Epoch 1996 | loss: 0.0311667 | val_loss: 0.0311654 | Time: 2041.67 ms
[2021-01-26 02:58:21 main:574] : INFO : Epoch 1997 | loss: 0.0311674 | val_loss: 0.0311657 | Time: 2043.94 ms
[2021-01-26 02:58:23 main:574] : INFO : Epoch 1998 | loss: 0.0311663 | val_loss: 0.0311654 | Time: 2039.57 ms
[2021-01-26 02:58:25 main:574] : INFO : Epoch 1999 | loss: 0.0311693 | val_loss: 0.0311698 | Time: 2046.49 ms
[2021-01-26 02:58:27 main:574] : INFO : Epoch 2000 | loss: 0.0311697 | val_loss: 0.0311687 | Time: 2045.56 ms
[2021-01-26 02:58:29 main:574] : INFO : Epoch 2001 | loss: 0.0311716 | val_loss: 0.0311724 | Time: 2077.85 ms
[2021-01-26 02:58:31 main:574] : INFO : Epoch 2002 | loss: 0.0311727 | val_loss: 0.0311726 | Time: 2045.09 ms
[2021-01-26 02:58:33 main:574] : INFO : Epoch 2003 | loss: 0.0311686 | val_loss: 0.0311663 | Time: 2044.05 ms
[2021-01-26 02:58:35 main:574] : INFO : Epoch 2004 | loss: 0.0311669 | val_loss: 0.0311736 | Time: 2045.39 ms
[2021-01-26 02:58:37 main:574] : INFO : Epoch 2005 | loss: 0.0311691 | val_loss: 0.0311765 | Time: 2047.61 ms
[2021-01-26 02:58:39 main:574] : INFO : Epoch 2006 | loss: 0.0311684 | val_loss: 0.0311652 | Time: 2043.39 ms
[2021-01-26 02:58:41 main:574] : INFO : Epoch 2007 | loss: 0.0311655 | val_loss: 0.0311649 | Time: 2043.27 ms
[2021-01-26 02:58:44 main:574] : INFO : Epoch 2008 | loss: 0.0311654 | val_loss: 0.0311651 | Time: 2050.56 ms
[2021-01-26 02:58:46 main:574] : INFO : Epoch 2009 | loss: 0.0311652 | val_loss: 0.0311648 | Time: 2044.84 ms
[2021-01-26 02:58:48 main:574] : INFO : Epoch 2010 | loss: 0.0311664 | val_loss: 0.0311691 | Time: 2042 ms
[2021-01-26 02:58:50 main:574] : INFO : Epoch 2011 | loss: 0.0311672 | val_loss: 0.0311723 | Time: 2053.19 ms
[2021-01-26 02:58:52 main:574] : INFO : Epoch 2012 | loss: 0.0311665 | val_loss: 0.0311662 | Time: 2044.81 ms
[2021-01-26 02:58:54 main:574] : INFO : Epoch 2013 | loss: 0.0311643 | val_loss: 0.0311662 | Time: 2045.09 ms
[2021-01-26 02:58:56 main:574] : INFO : Epoch 2014 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 2043.11 ms
[2021-01-26 02:58:58 main:574] : INFO : Epoch 2015 | loss: 0.0311695 | val_loss: 0.0311651 | Time: 2045.65 ms
[2021-01-26 02:59:00 main:574] : INFO : Epoch 2016 | loss: 0.0311659 | val_loss: 0.0311719 | Time: 2049.11 ms
[2021-01-26 02:59:02 main:574] : INFO : Epoch 2017 | loss: 0.0311664 | val_loss: 0.0311648 | Time: 2046.83 ms
[2021-01-26 02:59:04 main:574] : INFO : Epoch 2018 | loss: 0.0311678 | val_loss: 0.0311703 | Time: 2047.2 ms
[2021-01-26 02:59:06 main:574] : INFO : Epoch 2019 | loss: 0.0311706 | val_loss: 0.0311707 | Time: 2050.69 ms
[2021-01-26 02:59:08 main:574] : INFO : Epoch 2020 | loss: 0.0311691 | val_loss: 0.0311677 | Time: 2041.43 ms
[2021-01-26 02:59:11 main:574] : INFO : Epoch 2021 | loss: 0.0311726 | val_loss: 0.0311737 | Time: 2042.84 ms
[2021-01-26 02:59:13 main:574] : INFO : Epoch 2022 | loss: 0.0311727 | val_loss: 0.0311787 | Time: 2045.41 ms
[2021-01-26 02:59:15 main:574] : INFO : Epoch 2023 | loss: 0.0311758 | val_loss: 0.0311657 | Time: 2048.84 ms
[2021-01-26 02:59:17 main:574] : INFO : Epoch 2024 | loss: 0.0311703 | val_loss: 0.0311676 | Time: 2048.55 ms
[2021-01-26 02:59:19 main:574] : INFO : Epoch 2025 | loss: 0.0311684 | val_loss: 0.0311659 | Time: 2045.13 ms
[2021-01-26 02:59:21 main:574] : INFO : Epoch 2026 | loss: 0.031169 | val_loss: 0.0311678 | Time: 2044.54 ms
[2021-01-26 02:59:23 main:574] : INFO : Epoch 2027 | loss: 0.0311768 | val_loss: 0.0311821 | Time: 2042.21 ms
[2021-01-26 02:59:25 main:574] : INFO : Epoch 2028 | loss: 0.031179 | val_loss: 0.0311774 | Time: 2048.88 ms
[2021-01-26 02:59:27 main:574] : INFO : Epoch 2029 | loss: 0.0311768 | val_loss: 0.0311749 | Time: 2044.59 ms
[2021-01-26 02:59:29 main:574] : INFO : Epoch 2030 | loss: 0.0311745 | val_loss: 0.0311736 | Time: 2044.06 ms
[2021-01-26 02:59:31 main:574] : INFO : Epoch 2031 | loss: 0.0311749 | val_loss: 0.0311736 | Time: 2052.4 ms
[2021-01-26 02:59:33 main:574] : INFO : Epoch 2032 | loss: 0.0311749 | val_loss: 0.0311724 | Time: 2049.06 ms
[2021-01-26 02:59:35 main:574] : INFO : Epoch 2033 | loss: 0.0311749 | val_loss: 0.0311739 | Time: 2055.76 ms
[2021-01-26 02:59:37 main:574] : INFO : Epoch 2034 | loss: 0.0311744 | val_loss: 0.0311701 | Time: 2053.66 ms
[2021-01-26 02:59:39 main:574] : INFO : Epoch 2035 | loss: 0.0311779 | val_loss: 0.0311752 | Time: 2047.75 ms
[2021-01-26 02:59:42 main:574] : INFO : Epoch 2036 | loss: 0.031173 | val_loss: 0.0311717 | Time: 2045.16 ms
[2021-01-26 02:59:44 main:574] : INFO : Epoch 2037 | loss: 0.0311718 | val_loss: 0.0311729 | Time: 2045.71 ms
[2021-01-26 02:59:46 main:574] : INFO : Epoch 2038 | loss: 0.0311726 | val_loss: 0.0311722 | Time: 2044 ms
[2021-01-26 02:59:48 main:574] : INFO : Epoch 2039 | loss: 0.0311702 | val_loss: 0.0311712 | Time: 2049.77 ms
[2021-01-26 02:59:50 main:574] : INFO : Epoch 2040 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2044.88 ms
[2021-01-26 02:59:52 main:574] : INFO : Epoch 2041 | loss: 0.0311739 | val_loss: 0.0311761 | Time: 2043.58 ms
[2021-01-26 02:59:54 main:574] : INFO : Epoch 2042 | loss: 0.0311753 | val_loss: 0.0311709 | Time: 2044.58 ms
[2021-01-26 02:59:56 main:574] : INFO : Epoch 2043 | loss: 0.0311735 | val_loss: 0.0311748 | Time: 2045.67 ms
[2021-01-26 02:59:58 main:574] : INFO : Epoch 2044 | loss: 0.0311732 | val_loss: 0.0311803 | Time: 2054.42 ms
[2021-01-26 03:00:00 main:574] : INFO : Epoch 2045 | loss: 0.0311749 | val_loss: 0.031173 | Time: 2051.63 ms
[2021-01-26 03:00:02 main:574] : INFO : Epoch 2046 | loss: 0.0311719 | val_loss: 0.0311729 | Time: 2042.81 ms
[2021-01-26 03:00:04 main:574] : INFO : Epoch 2047 | loss: 0.0311725 | val_loss: 0.0311745 | Time: 2044.54 ms
[2021-01-26 03:00:06 main:574] : INFO : Epoch 2048 | loss: 0.0311733 | val_loss: 0.0311698 | Time: 2048.62 ms
[2021-01-26 03:00:06 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311698
[2021-01-26 03:00:06 main:603] : INFO : Saving end state to config to file
[2021-01-26 03:00:06 main:608] : INFO : Success, exiting..
03:00:07 (25920): called boinc_finish(0)
</stderr_txt>
]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)