Task 13752199
| Name | ParityModified-1647047180-8425-2-0_0 |
| Workunit | 10839236 |
| Created | 25 Mar 2022, 11:35:36 UTC |
| Sent | 31 Mar 2022, 8:23:58 UTC |
| Report deadline | 8 Apr 2022, 8:23:58 UTC |
| Received | 31 Mar 2022, 12:38:34 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17108 |
| Run time | 3 hours 9 min 56 sec |
| CPU time | 3 hours 0 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,142.66 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> in:574] : INFO : Epoch 1542 | loss: 0.0311122 | val_loss: 0.0311894 | Time: 5364.85 ms [2022-03-31 11:50:49 main:574] : INFO : Epoch 1543 | loss: 0.031108 | val_loss: 0.0311848 | Time: 5357.26 ms [2022-03-31 11:50:54 main:574] : INFO : Epoch 1544 | loss: 0.0311071 | val_loss: 0.0311938 | Time: 5318.59 ms [2022-03-31 11:51:00 main:574] : INFO : Epoch 1545 | loss: 0.0311091 | val_loss: 0.031182 | Time: 5279.8 ms [2022-03-31 11:51:05 main:574] : INFO : Epoch 1546 | loss: 0.0311077 | val_loss: 0.0311931 | Time: 5308.66 ms [2022-03-31 11:51:10 main:574] : INFO : Epoch 1547 | loss: 0.0311146 | val_loss: 0.0311972 | Time: 5306.93 ms [2022-03-31 11:51:16 main:574] : INFO : Epoch 1548 | loss: 0.0311111 | val_loss: 0.0311891 | Time: 5326 ms [2022-03-31 11:51:21 main:574] : INFO : Epoch 1549 | loss: 0.0311105 | val_loss: 0.0312027 | Time: 5267.02 ms [2022-03-31 11:51:26 main:574] : INFO : Epoch 1550 | loss: 0.0311115 | val_loss: 0.0311911 | Time: 5351.48 ms [2022-03-31 11:51:32 main:574] : INFO : Epoch 1551 | loss: 0.0311089 | val_loss: 0.031193 | Time: 5311.04 ms [2022-03-31 11:51:38 main:574] : INFO : Epoch 1552 | loss: 0.0311121 | val_loss: 0.0312016 | Time: 5405.29 ms [2022-03-31 11:51:43 main:574] : INFO : Epoch 1553 | loss: 0.0311102 | val_loss: 0.0311826 | Time: 5308.46 ms [2022-03-31 11:51:49 main:574] : INFO : Epoch 1554 | loss: 0.0311064 | val_loss: 0.0311931 | Time: 5280.48 ms [2022-03-31 11:51:54 main:574] : INFO : Epoch 1555 | loss: 0.0311123 | val_loss: 0.0311918 | Time: 5418.76 ms [2022-03-31 11:51:59 main:574] : INFO : Epoch 1556 | loss: 0.0311158 | val_loss: 0.031187 | Time: 5369.84 ms [2022-03-31 11:52:05 main:574] : INFO : Epoch 1557 | loss: 0.0311112 | val_loss: 0.0311837 | Time: 5324.18 ms [2022-03-31 11:52:10 main:574] : INFO : Epoch 1558 | loss: 0.0311093 | val_loss: 0.0311827 | Time: 5328.98 ms [2022-03-31 11:52:16 main:574] : INFO : Epoch 1559 | loss: 0.0311104 | val_loss: 0.0311994 | Time: 5351.94 ms [2022-03-31 11:52:21 main:574] : INFO : Epoch 1560 | loss: 0.0311172 | val_loss: 0.0311842 | Time: 5307.22 ms [2022-03-31 11:52:27 main:574] : INFO : Epoch 1561 | loss: 0.0311303 | val_loss: 0.0311772 | Time: 5325.08 ms [2022-03-31 11:52:33 main:574] : INFO : Epoch 1562 | loss: 0.0311235 | val_loss: 0.0311799 | Time: 5302.54 ms [2022-03-31 11:52:38 main:574] : INFO : Epoch 1563 | loss: 0.0311128 | val_loss: 0.0311832 | Time: 5283.8 ms [2022-03-31 11:52:44 main:574] : INFO : Epoch 1564 | loss: 0.0311128 | val_loss: 0.0311903 | Time: 5356.17 ms [2022-03-31 11:52:50 main:574] : INFO : Epoch 1565 | loss: 0.0311096 | val_loss: 0.0311857 | Time: 5345.69 ms [2022-03-31 11:52:55 main:574] : INFO : Epoch 1566 | loss: 0.0311074 | val_loss: 0.0311924 | Time: 5311.84 ms [2022-03-31 11:53:00 main:574] : INFO : Epoch 1567 | loss: 0.0311075 | val_loss: 0.0311803 | Time: 5334.34 ms [2022-03-31 11:53:06 main:574] : INFO : Epoch 1568 | loss: 0.0311065 | val_loss: 0.0311933 | Time: 5255.39 ms [2022-03-31 11:53:12 main:574] : INFO : Epoch 1569 | loss: 0.0311085 | val_loss: 0.0311866 | Time: 5374.66 ms [2022-03-31 11:53:18 main:574] : INFO : Epoch 1570 | loss: 0.0311115 | val_loss: 0.0311904 | Time: 5311.11 ms [2022-03-31 11:53:23 main:574] : INFO : Epoch 1571 | loss: 0.031106 | val_loss: 0.0311922 | Time: 5347.43 ms [2022-03-31 11:53:29 main:574] : INFO : Epoch 1572 | loss: 0.0311057 | val_loss: 0.0311879 | Time: 5249.93 ms [2022-03-31 11:53:34 main:574] : INFO : Epoch 1573 | loss: 0.031106 | val_loss: 0.0311919 | Time: 5295.07 ms [2022-03-31 11:53:40 main:574] : INFO : Epoch 1574 | loss: 0.0311069 | val_loss: 0.0311943 | Time: 5335.16 ms [2022-03-31 11:53:46 main:574] : INFO : Epoch 1575 | loss: 0.0311111 | val_loss: 0.0311871 | Time: 5290.1 ms [2022-03-31 11:53:51 main:574] : INFO : Epoch 1576 | loss: 0.0311086 | val_loss: 0.0311979 | Time: 5276.65 ms [2022-03-31 11:53:57 main:574] : INFO : Epoch 1577 | loss: 0.0311092 | val_loss: 0.0311863 | Time: 5260.14 ms [2022-03-31 11:54:02 main:574] : INFO : Epoch 1578 | loss: 0.0311074 | val_loss: 0.0311895 | Time: 5348.9 ms [2022-03-31 11:54:08 main:574] : INFO : Epoch 1579 | loss: 0.0311085 | val_loss: 0.0311968 | Time: 5289.16 ms [2022-03-31 11:54:14 main:574] : INFO : Epoch 1580 | loss: 0.0311082 | val_loss: 0.0311827 | Time: 5316.85 ms [2022-03-31 11:54:19 main:574] : INFO : Epoch 1581 | loss: 0.0311018 | val_loss: 0.0311956 | Time: 5401.74 ms [2022-03-31 11:54:25 main:574] : INFO : Epoch 1582 | loss: 0.0311024 | val_loss: 0.0311855 | Time: 5320.6 ms [2022-03-31 11:54:30 main:574] : INFO : Epoch 1583 | loss: 0.0311042 | val_loss: 0.0311932 | Time: 5317.58 ms [2022-03-31 11:54:36 main:574] : INFO : Epoch 1584 | loss: 0.0311086 | val_loss: 0.0311851 | Time: 5327.05 ms [2022-03-31 11:54:42 main:574] : INFO : Epoch 1585 | loss: 0.0311094 | val_loss: 0.0311978 | Time: 5313.11 ms [2022-03-31 11:54:48 main:574] : INFO : Epoch 1586 | loss: 0.0311211 | val_loss: 0.0311775 | Time: 5410.55 ms [2022-03-31 11:54:53 main:574] : INFO : Epoch 1587 | loss: 0.0311371 | val_loss: 0.0311752 | Time: 5321.88 ms [2022-03-31 11:54:59 main:574] : INFO : Epoch 1588 | loss: 0.0311298 | val_loss: 0.0311754 | Time: 5335.99 ms [2022-03-31 11:55:05 main:574] : INFO : Epoch 1589 | loss: 0.0311221 | val_loss: 0.031185 | Time: 5384.31 ms [2022-03-31 11:55:10 main:574] : INFO : Epoch 1590 | loss: 0.0311176 | val_loss: 0.0311844 | Time: 5327.51 ms [2022-03-31 11:55:16 main:574] : INFO : Epoch 1591 | loss: 0.0311171 | val_loss: 0.0311894 | Time: 5348.05 ms [2022-03-31 11:55:21 main:574] : INFO : Epoch 1592 | loss: 0.0311118 | val_loss: 0.0311855 | Time: 5355.05 ms [2022-03-31 11:55:27 main:574] : INFO : Epoch 1593 | loss: 0.0311124 | val_loss: 0.0311912 | Time: 5327.45 ms [2022-03-31 11:55:32 main:574] : INFO : Epoch 1594 | loss: 0.0311168 | val_loss: 0.0311856 | Time: 5369.96 ms [2022-03-31 11:55:38 main:574] : INFO : Epoch 1595 | loss: 0.0311059 | val_loss: 0.0311953 | Time: 5329.19 ms [2022-03-31 11:55:44 main:574] : INFO : Epoch 1596 | loss: 0.0311088 | val_loss: 0.0311828 | Time: 5307.57 ms [2022-03-31 11:55:49 main:574] : INFO : Epoch 1597 | loss: 0.0311145 | val_loss: 0.0311888 | Time: 5326.1 ms [2022-03-31 11:55:55 main:574] : INFO : Epoch 1598 | loss: 0.0311101 | val_loss: 0.031191 | Time: 5362.92 ms [2022-03-31 11:56:01 main:574] : INFO : Epoch 1599 | loss: 0.0311054 | val_loss: 0.031187 | Time: 5343.61 ms [2022-03-31 11:56:07 main:574] : INFO : Epoch 1600 | loss: 0.0311047 | val_loss: 0.0311919 | Time: 5320.83 ms [2022-03-31 11:56:12 main:574] : INFO : Epoch 1601 | loss: 0.0311043 | val_loss: 0.03119 | Time: 5317.96 ms [2022-03-31 11:56:18 main:574] : INFO : Epoch 1602 | loss: 0.0311043 | val_loss: 0.0311953 | Time: 5416.7 ms [2022-03-31 11:56:24 main:574] : INFO : Epoch 1603 | loss: 0.0311023 | val_loss: 0.0311956 | Time: 5303.64 ms [2022-03-31 11:56:29 main:574] : INFO : Epoch 1604 | loss: 0.0311056 | val_loss: 0.0311937 | Time: 5271.79 ms [2022-03-31 11:56:34 main:574] : INFO : Epoch 1605 | loss: 0.0311231 | val_loss: 0.0311919 | Time: 5361.77 ms [2022-03-31 11:56:40 main:574] : INFO : Epoch 1606 | loss: 0.031126 | val_loss: 0.031189 | Time: 5288.42 ms [2022-03-31 11:56:46 main:574] : INFO : Epoch 1607 | loss: 0.0311207 | val_loss: 0.0311877 | Time: 5223.12 ms [2022-03-31 11:56:52 main:574] : INFO : Epoch 1608 | loss: 0.0311294 | val_loss: 0.0311802 | Time: 5500.35 ms [2022-03-31 11:56:58 main:574] : INFO : Epoch 1609 | loss: 0.0311251 | val_loss: 0.0311853 | Time: 5379.56 ms [2022-03-31 11:57:04 main:574] : INFO : Epoch 1610 | loss: 0.0311217 | val_loss: 0.0311893 | Time: 5325.64 ms [2022-03-31 11:57:10 main:574] : INFO : Epoch 1611 | loss: 0.0311155 | val_loss: 0.0311813 | Time: 5407.14 ms [2022-03-31 11:57:16 main:574] : INFO : Epoch 1612 | loss: 0.031111 | val_loss: 0.0311941 | Time: 5319.92 ms [2022-03-31 11:57:21 main:574] : INFO : Epoch 1613 | loss: 0.0311133 | val_loss: 0.0311996 | Time: 5284.99 ms [2022-03-31 11:57:26 main:574] : INFO : Epoch 1614 | loss: 0.0311137 | val_loss: 0.0311887 | Time: 5331.11 ms [2022-03-31 11:57:32 main:574] : INFO : Epoch 1615 | loss: 0.0311136 | val_loss: 0.0311987 | Time: 5364.8 ms [2022-03-31 11:57:37 main:574] : INFO : Epoch 1616 | loss: 0.0311255 | val_loss: 0.0312969 | Time: 5324.46 ms [2022-03-31 11:57:43 main:574] : INFO : Epoch 1617 | loss: 0.034056 | val_loss: 0.0978226 | Time: 5387.53 ms [2022-03-31 11:57:48 main:574] : INFO : Epoch 1618 | loss: 0.0488559 | val_loss: 0.0499664 | Time: 5341.91 ms [2022-03-31 11:57:53 main:574] : INFO : Epoch 1619 | loss: 0.0387053 | val_loss: 0.0334162 | Time: 5277.11 ms [2022-03-31 11:57:59 main:574] : INFO : Epoch 1620 | loss: 0.0317377 | val_loss: 0.0314925 | Time: 5370.05 ms [2022-03-31 11:58:04 main:574] : INFO : Epoch 1621 | loss: 0.0313181 | val_loss: 0.0312883 | Time: 5284.31 ms [2022-03-31 11:58:10 main:574] : INFO : Epoch 1622 | loss: 0.0312649 | val_loss: 0.0312532 | Time: 5357.3 ms [2022-03-31 11:58:15 main:574] : INFO : Epoch 1623 | loss: 0.0312516 | val_loss: 0.0312489 | Time: 5413.63 ms [2022-03-31 11:58:21 main:574] : INFO : Epoch 1624 | loss: 0.0312484 | val_loss: 0.0312479 | Time: 5334.79 ms [2022-03-31 11:58:26 main:574] : INFO : Epoch 1625 | loss: 0.0312471 | val_loss: 0.0312469 | Time: 5302.13 ms [2022-03-31 11:58:32 main:574] : INFO : Epoch 1626 | loss: 0.0312462 | val_loss: 0.0312459 | Time: 5257.91 ms [2022-03-31 11:58:37 main:574] : INFO : Epoch 1627 | loss: 0.0312454 | val_loss: 0.0312447 | Time: 5380.21 ms [2022-03-31 11:58:43 main:574] : INFO : Epoch 1628 | loss: 0.0312442 | val_loss: 0.0312435 | Time: 5394.87 ms [2022-03-31 11:58:49 main:574] : INFO : Epoch 1629 | loss: 0.031243 | val_loss: 0.0312423 | Time: 5464.51 ms [2022-03-31 11:58:54 main:574] : INFO : Epoch 1630 | loss: 0.0312419 | val_loss: 0.0312412 | Time: 5346.73 ms [2022-03-31 11:59:00 main:574] : INFO : Epoch 1631 | loss: 0.0312406 | val_loss: 0.0312395 | Time: 5348.96 ms [2022-03-31 11:59:05 main:574] : INFO : Epoch 1632 | loss: 0.0312389 | val_loss: 0.0312377 | Time: 5274.71 ms [2022-03-31 11:59:10 main:574] : INFO : Epoch 1633 | loss: 0.0312374 | val_loss: 0.0312362 | Time: 5282.03 ms [2022-03-31 11:59:16 main:574] : INFO : Epoch 1634 | loss: 0.0312352 | val_loss: 0.0312329 | Time: 5358.78 ms [2022-03-31 11:59:21 main:574] : INFO : Epoch 1635 | loss: 0.0312325 | val_loss: 0.0312305 | Time: 5410.83 ms [2022-03-31 11:59:26 main:574] : INFO : Epoch 1636 | loss: 0.0312299 | val_loss: 0.0312277 | Time: 5363.12 ms [2022-03-31 11:59:32 main:574] : INFO : Epoch 1637 | loss: 0.0312272 | val_loss: 0.0312244 | Time: 5279.31 ms [2022-03-31 11:59:37 main:574] : INFO : Epoch 1638 | loss: 0.0312243 | val_loss: 0.0312215 | Time: 5240.72 ms [2022-03-31 11:59:43 main:574] : INFO : Epoch 1639 | loss: 0.0312215 | val_loss: 0.0312189 | Time: 5307.77 ms [2022-03-31 11:59:48 main:574] : INFO : Epoch 1640 | loss: 0.0312188 | val_loss: 0.0312162 | Time: 5308.2 ms [2022-03-31 11:59:53 main:574] : INFO : Epoch 1641 | loss: 0.0312162 | val_loss: 0.031214 | Time: 5342.72 ms [2022-03-31 11:59:59 main:574] : INFO : Epoch 1642 | loss: 0.0312135 | val_loss: 0.0312123 | Time: 5310.4 ms [2022-03-31 12:00:04 main:574] : INFO : Epoch 1643 | loss: 0.0312119 | val_loss: 0.0312108 | Time: 5317.93 ms [2022-03-31 12:00:10 main:574] : INFO : Epoch 1644 | loss: 0.0312101 | val_loss: 0.0312094 | Time: 5345.05 ms [2022-03-31 12:00:15 main:574] : INFO : Epoch 1645 | loss: 0.0312086 | val_loss: 0.0312085 | Time: 5303.82 ms [2022-03-31 12:00:21 main:574] : INFO : Epoch 1646 | loss: 0.0312074 | val_loss: 0.0312093 | Time: 5281.8 ms [2022-03-31 12:00:26 main:574] : INFO : Epoch 1647 | loss: 0.0312068 | val_loss: 0.0312076 | Time: 5353.14 ms [2022-03-31 12:00:31 main:574] : INFO : Epoch 1648 | loss: 0.0312062 | val_loss: 0.0312065 | Time: 5347.41 ms [2022-03-31 12:00:37 main:574] : INFO : Epoch 1649 | loss: 0.0312049 | val_loss: 0.0312057 | Time: 5305.91 ms [2022-03-31 12:00:43 main:574] : INFO : Epoch 1650 | loss: 0.0312037 | val_loss: 0.0312049 | Time: 5345.27 ms [2022-03-31 12:00:50 main:574] : INFO : Epoch 1651 | loss: 0.0312029 | val_loss: 0.0312037 | Time: 5294.52 ms [2022-03-31 12:00:55 main:574] : INFO : Epoch 1652 | loss: 0.0312023 | val_loss: 0.0312037 | Time: 5283.69 ms [2022-03-31 12:01:00 main:574] : INFO : Epoch 1653 | loss: 0.031202 | val_loss: 0.0312032 | Time: 5303.88 ms [2022-03-31 12:01:06 main:574] : INFO : Epoch 1654 | loss: 0.031202 | val_loss: 0.0312027 | Time: 5301.8 ms [2022-03-31 12:01:11 main:574] : INFO : Epoch 1655 | loss: 0.0312016 | val_loss: 0.0312028 | Time: 5334.58 ms [2022-03-31 12:01:16 main:574] : INFO : Epoch 1656 | loss: 0.031202 | val_loss: 0.0312023 | Time: 5369.72 ms [2022-03-31 12:01:22 main:574] : INFO : Epoch 1657 | loss: 0.0312015 | val_loss: 0.0312015 | Time: 5388.61 ms [2022-03-31 12:01:27 main:574] : INFO : Epoch 1658 | loss: 0.0312008 | val_loss: 0.0312017 | Time: 5322.36 ms [2022-03-31 12:01:33 main:574] : INFO : Epoch 1659 | loss: 0.0312004 | val_loss: 0.0312016 | Time: 5354.13 ms [2022-03-31 12:01:38 main:574] : INFO : Epoch 1660 | loss: 0.0312 | val_loss: 0.0312019 | Time: 5312.41 ms [2022-03-31 12:01:44 main:574] : INFO : Epoch 1661 | loss: 0.0311996 | val_loss: 0.0312015 | Time: 5238.72 ms [2022-03-31 12:01:50 main:574] : INFO : Epoch 1662 | loss: 0.031199 | val_loss: 0.0312018 | Time: 5360.62 ms [2022-03-31 12:01:56 main:574] : INFO : Epoch 1663 | loss: 0.031199 | val_loss: 0.0312016 | Time: 5340.14 ms [2022-03-31 12:02:01 main:574] : INFO : Epoch 1664 | loss: 0.0312016 | val_loss: 0.0312042 | Time: 5335.23 ms [2022-03-31 12:02:06 main:574] : INFO : Epoch 1665 | loss: 0.0312029 | val_loss: 0.0312042 | Time: 5345.54 ms [2022-03-31 12:02:12 main:574] : INFO : Epoch 1666 | loss: 0.0312022 | val_loss: 0.0312037 | Time: 5380.01 ms [2022-03-31 12:02:17 main:574] : INFO : Epoch 1667 | loss: 0.031203 | val_loss: 0.0312032 | Time: 5333.75 ms [2022-03-31 12:02:23 main:574] : INFO : Epoch 1668 | loss: 0.0312021 | val_loss: 0.0312024 | Time: 5334.23 ms [2022-03-31 12:02:28 main:574] : INFO : Epoch 1669 | loss: 0.0312013 | val_loss: 0.0312016 | Time: 5302.76 ms [2022-03-31 12:02:33 main:574] : INFO : Epoch 1670 | loss: 0.0312 | val_loss: 0.0312005 | Time: 5327.24 ms [2022-03-31 12:02:39 main:574] : INFO : Epoch 1671 | loss: 0.0311988 | val_loss: 0.0311988 | Time: 5351.63 ms [2022-03-31 12:02:44 main:574] : INFO : Epoch 1672 | loss: 0.031198 | val_loss: 0.0311978 | Time: 5356.26 ms [2022-03-31 12:02:50 main:574] : INFO : Epoch 1673 | loss: 0.0311969 | val_loss: 0.0311987 | Time: 5347.74 ms [2022-03-31 12:02:55 main:574] : INFO : Epoch 1674 | loss: 0.0311969 | val_loss: 0.0311985 | Time: 5303.4 ms [2022-03-31 12:03:00 main:574] : INFO : Epoch 1675 | loss: 0.0311955 | val_loss: 0.0311973 | Time: 5275.55 ms [2022-03-31 12:03:06 main:574] : INFO : Epoch 1676 | loss: 0.0311948 | val_loss: 0.0311969 | Time: 5328.47 ms [2022-03-31 12:03:11 main:574] : INFO : Epoch 1677 | loss: 0.0311945 | val_loss: 0.0311963 | Time: 5322.94 ms [2022-03-31 12:03:17 main:574] : INFO : Epoch 1678 | loss: 0.0311941 | val_loss: 0.031196 | Time: 5352.16 ms [2022-03-31 12:03:22 main:574] : INFO : Epoch 1679 | loss: 0.0311934 | val_loss: 0.0311959 | Time: 5307.48 ms [2022-03-31 12:03:27 main:574] : INFO : Epoch 1680 | loss: 0.0311932 | val_loss: 0.0311967 | Time: 5344.69 ms [2022-03-31 12:03:33 main:574] : INFO : Epoch 1681 | loss: 0.0311928 | val_loss: 0.0311972 | Time: 5354.19 ms [2022-03-31 12:03:38 main:574] : INFO : Epoch 1682 | loss: 0.0311923 | val_loss: 0.0311969 | Time: 5344.15 ms [2022-03-31 12:03:46 main:574] : INFO : Epoch 1683 | loss: 0.0311922 | val_loss: 0.0311963 | Time: 5400.23 ms [2022-03-31 12:03:52 main:574] : INFO : Epoch 1684 | loss: 0.031192 | val_loss: 0.0311979 | Time: 5311.73 ms [2022-03-31 12:03:57 main:574] : INFO : Epoch 1685 | loss: 0.0311916 | val_loss: 0.031198 | Time: 5278.62 ms [2022-03-31 12:04:02 main:574] : INFO : Epoch 1686 | loss: 0.0311911 | val_loss: 0.0311992 | Time: 5301.94 ms [2022-03-31 12:04:08 main:574] : INFO : Epoch 1687 | loss: 0.0311916 | val_loss: 0.0311975 | Time: 5310.66 ms [2022-03-31 12:04:14 main:574] : INFO : Epoch 1688 | loss: 0.0311905 | val_loss: 0.0311974 | Time: 5382.92 ms [2022-03-31 12:04:19 main:574] : INFO : Epoch 1689 | loss: 0.0311907 | val_loss: 0.0311958 | Time: 5356.59 ms [2022-03-31 12:04:25 main:574] : INFO : Epoch 1690 | loss: 0.0311905 | val_loss: 0.0311951 | Time: 5348.53 ms [2022-03-31 12:04:30 main:574] : INFO : Epoch 1691 | loss: 0.0311903 | val_loss: 0.0311974 | Time: 5236.92 ms [2022-03-31 12:04:36 main:574] : INFO : Epoch 1692 | loss: 0.0311897 | val_loss: 0.0311988 | Time: 5292.02 ms [2022-03-31 12:04:41 main:574] : INFO : Epoch 1693 | loss: 0.0311916 | val_loss: 0.0311984 | Time: 5323.58 ms [2022-03-31 12:04:47 main:574] : INFO : Epoch 1694 | loss: 0.0311905 | val_loss: 0.0311981 | Time: 5267.95 ms [2022-03-31 12:04:52 main:574] : INFO : Epoch 1695 | loss: 0.0311896 | val_loss: 0.0311959 | Time: 5334.97 ms [2022-03-31 12:04:58 main:574] : INFO : Epoch 1696 | loss: 0.0311897 | val_loss: 0.0311969 | Time: 5282.44 ms [2022-03-31 12:05:04 main:574] : INFO : Epoch 1697 | loss: 0.0311927 | val_loss: 0.0311956 | Time: 5254.23 ms [2022-03-31 12:05:09 main:574] : INFO : Epoch 1698 | loss: 0.0311911 | val_loss: 0.031195 | Time: 5346.2 ms [2022-03-31 12:05:14 main:574] : INFO : Epoch 1699 | loss: 0.0311908 | val_loss: 0.0311942 | Time: 5357.87 ms [2022-03-31 12:05:20 main:574] : INFO : Epoch 1700 | loss: 0.0311904 | val_loss: 0.0311949 | Time: 5245.9 ms [2022-03-31 12:05:26 main:574] : INFO : Epoch 1701 | loss: 0.0311899 | val_loss: 0.0311932 | Time: 5284.8 ms [2022-03-31 12:05:31 main:574] : INFO : Epoch 1702 | loss: 0.0311889 | val_loss: 0.0311938 | Time: 5394.35 ms [2022-03-31 12:05:36 main:574] : INFO : Epoch 1703 | loss: 0.031188 | val_loss: 0.0311931 | Time: 5314.46 ms [2022-03-31 12:05:42 main:574] : INFO : Epoch 1704 | loss: 0.0311879 | val_loss: 0.0311931 | Time: 5304.41 ms [2022-03-31 12:05:47 main:574] : INFO : Epoch 1705 | loss: 0.0311882 | val_loss: 0.0311943 | Time: 5324.92 ms [2022-03-31 12:05:52 main:574] : INFO : Epoch 1706 | loss: 0.0311882 | val_loss: 0.0311929 | Time: 5377.75 ms [2022-03-31 12:05:58 main:574] : INFO : Epoch 1707 | loss: 0.0311876 | val_loss: 0.0311948 | Time: 5347.4 ms [2022-03-31 12:06:03 main:574] : INFO : Epoch 1708 | loss: 0.0311884 | val_loss: 0.0311927 | Time: 5269.4 ms [2022-03-31 12:06:08 main:574] : INFO : Epoch 1709 | loss: 0.031187 | val_loss: 0.0311935 | Time: 5322.51 ms [2022-03-31 12:06:14 main:574] : INFO : Epoch 1710 | loss: 0.0311869 | val_loss: 0.0311966 | Time: 5352.01 ms [2022-03-31 12:06:19 main:574] : INFO : Epoch 1711 | loss: 0.0311871 | val_loss: 0.0311968 | Time: 5344.57 ms [2022-03-31 12:06:25 main:574] : INFO : Epoch 1712 | loss: 0.0311864 | val_loss: 0.031195 | Time: 5310.74 ms [2022-03-31 12:06:30 main:574] : INFO : Epoch 1713 | loss: 0.031188 | val_loss: 0.0311947 | Time: 5239.76 ms [2022-03-31 12:06:36 main:574] : INFO : Epoch 1714 | loss: 0.031188 | val_loss: 0.0311954 | Time: 5234.95 ms [2022-03-31 12:06:41 main:574] : INFO : Epoch 1715 | loss: 0.0311869 | val_loss: 0.0311957 | Time: 5316.62 ms [2022-03-31 12:06:47 main:574] : INFO : Epoch 1716 | loss: 0.0311874 | val_loss: 0.0311945 | Time: 5295.97 ms [2022-03-31 12:06:52 main:574] : INFO : Epoch 1717 | loss: 0.0311867 | val_loss: 0.0311966 | Time: 5299.18 ms [2022-03-31 12:06:58 main:574] : INFO : Epoch 1718 | loss: 0.0311871 | val_loss: 0.0311966 | Time: 5313 ms [2022-03-31 12:07:04 main:574] : INFO : Epoch 1719 | loss: 0.031187 | val_loss: 0.031195 | Time: 5331.79 ms [2022-03-31 12:07:09 main:574] : INFO : Epoch 1720 | loss: 0.0311855 | val_loss: 0.0311949 | Time: 5271.57 ms [2022-03-31 12:07:15 main:574] : INFO : Epoch 1721 | loss: 0.0311847 | val_loss: 0.0311971 | Time: 5289.56 ms [2022-03-31 12:07:20 main:574] : INFO : Epoch 1722 | loss: 0.0311857 | val_loss: 0.031195 | Time: 5338.44 ms [2022-03-31 12:07:26 main:574] : INFO : Epoch 1723 | loss: 0.0311855 | val_loss: 0.0311958 | Time: 5310.07 ms [2022-03-31 12:07:31 main:574] : INFO : Epoch 1724 | loss: 0.0311852 | val_loss: 0.0311945 | Time: 5293.75 ms [2022-03-31 12:07:38 main:574] : INFO : Epoch 1725 | loss: 0.0311858 | val_loss: 0.0311945 | Time: 5272.88 ms [2022-03-31 12:07:43 main:574] : INFO : Epoch 1726 | loss: 0.0311849 | val_loss: 0.0311926 | Time: 5329.96 ms [2022-03-31 12:07:48 main:574] : INFO : Epoch 1727 | loss: 0.0311837 | val_loss: 0.0311934 | Time: 5339.9 ms [2022-03-31 12:07:54 main:574] : INFO : Epoch 1728 | loss: 0.031183 | val_loss: 0.0311953 | Time: 5289.87 ms [2022-03-31 12:07:59 main:574] : INFO : Epoch 1729 | loss: 0.0311837 | val_loss: 0.0311931 | Time: 5302.7 ms [2022-03-31 12:08:05 main:574] : INFO : Epoch 1730 | loss: 0.0311839 | val_loss: 0.0311956 | Time: 5340.84 ms [2022-03-31 12:08:11 main:574] : INFO : Epoch 1731 | loss: 0.0311849 | val_loss: 0.0311935 | Time: 5288.26 ms [2022-03-31 12:08:16 main:574] : INFO : Epoch 1732 | loss: 0.0311824 | val_loss: 0.0311944 | Time: 5299.38 ms [2022-03-31 12:08:22 main:574] : INFO : Epoch 1733 | loss: 0.0311841 | val_loss: 0.0311942 | Time: 5270.81 ms [2022-03-31 12:08:28 main:574] : INFO : Epoch 1734 | loss: 0.0311827 | val_loss: 0.0311927 | Time: 5267.22 ms [2022-03-31 12:08:34 main:574] : INFO : Epoch 1735 | loss: 0.0311817 | val_loss: 0.0311937 | Time: 5369.97 ms [2022-03-31 12:08:39 main:574] : INFO : Epoch 1736 | loss: 0.0311823 | val_loss: 0.0311953 | Time: 5336.4 ms [2022-03-31 12:08:46 main:574] : INFO : Epoch 1737 | loss: 0.0311814 | val_loss: 0.0311944 | Time: 5325.91 ms [2022-03-31 12:08:51 main:574] : INFO : Epoch 1738 | loss: 0.0311827 | val_loss: 0.0311963 | Time: 5266.55 ms [2022-03-31 12:08:57 main:574] : INFO : Epoch 1739 | loss: 0.0311836 | val_loss: 0.0311939 | Time: 5353.42 ms [2022-03-31 12:09:02 main:574] : INFO : Epoch 1740 | loss: 0.0311832 | val_loss: 0.0311906 | Time: 5334.89 ms [2022-03-31 12:09:08 main:574] : INFO : Epoch 1741 | loss: 0.031182 | val_loss: 0.0311937 | Time: 5291.14 ms [2022-03-31 12:09:14 main:574] : INFO : Epoch 1742 | loss: 0.0311831 | val_loss: 0.031194 | Time: 5350.76 ms [2022-03-31 12:09:20 main:574] : INFO : Epoch 1743 | loss: 0.0311821 | val_loss: 0.0311923 | Time: 5353.29 ms [2022-03-31 12:09:25 main:574] : INFO : Epoch 1744 | loss: 0.0311815 | val_loss: 0.0311939 | Time: 5343.67 ms [2022-03-31 12:09:31 main:574] : INFO : Epoch 1745 | loss: 0.0311809 | val_loss: 0.0311944 | Time: 5338.81 ms [2022-03-31 12:09:36 main:574] : INFO : Epoch 1746 | loss: 0.0311821 | val_loss: 0.0311981 | Time: 5332.69 ms [2022-03-31 12:09:41 main:574] : INFO : Epoch 1747 | loss: 0.0311811 | val_loss: 0.0311935 | Time: 5326.94 ms [2022-03-31 12:09:47 main:574] : INFO : Epoch 1748 | loss: 0.0311796 | val_loss: 0.0311948 | Time: 5355.6 ms [2022-03-31 12:09:53 main:574] : INFO : Epoch 1749 | loss: 0.0311806 | val_loss: 0.0311948 | Time: 5306.55 ms [2022-03-31 12:09:58 main:574] : INFO : Epoch 1750 | loss: 0.0311821 | val_loss: 0.0311933 | Time: 5319.87 ms [2022-03-31 12:10:03 main:574] : INFO : Epoch 1751 | loss: 0.0311815 | val_loss: 0.0311964 | Time: 5338.75 ms [2022-03-31 12:10:09 main:574] : INFO : Epoch 1752 | loss: 0.0311846 | val_loss: 0.0311915 | Time: 5306.49 ms [2022-03-31 12:10:14 main:574] : INFO : Epoch 1753 | loss: 0.0311861 | val_loss: 0.0311919 | Time: 5303.94 ms [2022-03-31 12:10:20 main:574] : INFO : Epoch 1754 | loss: 0.0311858 | val_loss: 0.0311938 | Time: 5312.95 ms [2022-03-31 12:10:25 main:574] : INFO : Epoch 1755 | loss: 0.0311852 | val_loss: 0.0311922 | Time: 5354.32 ms [2022-03-31 12:10:30 main:574] : INFO : Epoch 1756 | loss: 0.0311845 | val_loss: 0.0311929 | Time: 5340.88 ms [2022-03-31 12:10:36 main:574] : INFO : Epoch 1757 | loss: 0.031183 | val_loss: 0.0311925 | Time: 5345.84 ms [2022-03-31 12:10:41 main:574] : INFO : Epoch 1758 | loss: 0.0311844 | val_loss: 0.0311962 | Time: 5297.98 ms [2022-03-31 12:10:47 main:574] : INFO : Epoch 1759 | loss: 0.0311874 | val_loss: 0.0311941 | Time: 5301.62 ms [2022-03-31 12:10:53 main:574] : INFO : Epoch 1760 | loss: 0.0311863 | val_loss: 0.0311941 | Time: 5297.5 ms [2022-03-31 12:10:58 main:574] : INFO : Epoch 1761 | loss: 0.0311884 | val_loss: 0.0311977 | Time: 5281.23 ms [2022-03-31 12:11:05 main:574] : INFO : Epoch 1762 | loss: 0.0311878 | val_loss: 0.0311923 | Time: 5262.08 ms [2022-03-31 12:11:10 main:574] : INFO : Epoch 1763 | loss: 0.0311848 | val_loss: 0.0311912 | Time: 5319.27 ms [2022-03-31 12:11:16 main:574] : INFO : Epoch 1764 | loss: 0.031183 | val_loss: 0.0311934 | Time: 5361.16 ms [2022-03-31 12:11:21 main:574] : INFO : Epoch 1765 | loss: 0.0311859 | val_loss: 0.0311918 | Time: 5276.95 ms [2022-03-31 12:11:27 main:574] : INFO : Epoch 1766 | loss: 0.0311845 | val_loss: 0.0311899 | Time: 5274.24 ms [2022-03-31 12:11:32 main:574] : INFO : Epoch 1767 | loss: 0.0311831 | val_loss: 0.031194 | Time: 5333.48 ms [2022-03-31 12:11:37 main:574] : INFO : Epoch 1768 | loss: 0.0311822 | val_loss: 0.0311905 | Time: 5325.56 ms [2022-03-31 12:11:43 main:574] : INFO : Epoch 1769 | loss: 0.0311808 | val_loss: 0.0311913 | Time: 5313.16 ms [2022-03-31 12:11:48 main:574] : INFO : Epoch 1770 | loss: 0.0311812 | val_loss: 0.0311921 | Time: 5326.63 ms [2022-03-31 12:11:54 main:574] : INFO : Epoch 1771 | loss: 0.0311806 | val_loss: 0.0311903 | Time: 5337.3 ms [2022-03-31 12:12:00 main:574] : INFO : Epoch 1772 | loss: 0.0311821 | val_loss: 0.0311915 | Time: 5289.6 ms [2022-03-31 12:12:05 main:574] : INFO : Epoch 1773 | loss: 0.0311808 | val_loss: 0.0311939 | Time: 5320.93 ms [2022-03-31 12:12:11 main:574] : INFO : Epoch 1774 | loss: 0.0311812 | val_loss: 0.0311888 | Time: 5326.29 ms [2022-03-31 12:12:16 main:574] : INFO : Epoch 1775 | loss: 0.0311792 | val_loss: 0.0311928 | Time: 5393.43 ms [2022-03-31 12:12:22 main:574] : INFO : Epoch 1776 | loss: 0.0311827 | val_loss: 0.0311945 | Time: 5402.63 ms [2022-03-31 12:12:27 main:574] : INFO : Epoch 1777 | loss: 0.0311844 | val_loss: 0.0311916 | Time: 5306.63 ms [2022-03-31 12:12:32 main:574] : INFO : Epoch 1778 | loss: 0.0311834 | val_loss: 0.0311892 | Time: 5361.27 ms [2022-03-31 12:12:38 main:574] : INFO : Epoch 1779 | loss: 0.0311815 | val_loss: 0.0311898 | Time: 5339.03 ms [2022-03-31 12:12:43 main:574] : INFO : Epoch 1780 | loss: 0.0311815 | val_loss: 0.0311929 | Time: 5279.94 ms [2022-03-31 12:12:49 main:574] : INFO : Epoch 1781 | loss: 0.0311816 | val_loss: 0.031195 | Time: 5363.32 ms [2022-03-31 12:12:54 main:574] : INFO : Epoch 1782 | loss: 0.0311798 | val_loss: 0.0311901 | Time: 5308.75 ms [2022-03-31 12:12:59 main:574] : INFO : Epoch 1783 | loss: 0.0311788 | val_loss: 0.031188 | Time: 5321.56 ms [2022-03-31 12:13:05 main:574] : INFO : Epoch 1784 | loss: 0.0311781 | val_loss: 0.0311883 | Time: 5338.42 ms [2022-03-31 12:13:10 main:574] : INFO : Epoch 1785 | loss: 0.0311775 | val_loss: 0.0311882 | Time: 5257.15 ms [2022-03-31 12:13:17 main:574] : INFO : Epoch 1786 | loss: 0.0311778 | val_loss: 0.0311887 | Time: 5358.73 ms [2022-03-31 12:13:22 main:574] : INFO : Epoch 1787 | loss: 0.0311773 | val_loss: 0.031191 | Time: 5277.9 ms [2022-03-31 12:13:28 main:574] : INFO : Epoch 1788 | loss: 0.0311778 | val_loss: 0.0311904 | Time: 5256.21 ms [2022-03-31 12:13:33 main:574] : INFO : Epoch 1789 | loss: 0.031181 | val_loss: 0.0311899 | Time: 5386.22 ms [2022-03-31 12:13:38 main:574] : INFO : Epoch 1790 | loss: 0.031184 | val_loss: 0.0311903 | Time: 5327.91 ms [2022-03-31 12:13:44 main:574] : INFO : Epoch 1791 | loss: 0.0311832 | val_loss: 0.0311896 | Time: 5300.57 ms [2022-03-31 12:13:49 main:574] : INFO : Epoch 1792 | loss: 0.0311836 | val_loss: 0.0311895 | Time: 5377.49 ms [2022-03-31 12:13:55 main:574] : INFO : Epoch 1793 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 5381.37 ms [2022-03-31 12:14:00 main:574] : INFO : Epoch 1794 | loss: 0.0311793 | val_loss: 0.0311892 | Time: 5362.7 ms [2022-03-31 12:14:05 main:574] : INFO : Epoch 1795 | loss: 0.0311779 | val_loss: 0.0311899 | Time: 5341.76 ms [2022-03-31 12:14:11 main:574] : INFO : Epoch 1796 | loss: 0.0311776 | val_loss: 0.0311892 | Time: 5371.38 ms [2022-03-31 12:14:16 main:574] : INFO : Epoch 1797 | loss: 0.0311778 | val_loss: 0.0311913 | Time: 5362.09 ms [2022-03-31 12:14:22 main:574] : INFO : Epoch 1798 | loss: 0.0311769 | val_loss: 0.0311901 | Time: 5305.29 ms [2022-03-31 12:14:27 main:574] : INFO : Epoch 1799 | loss: 0.0311763 | val_loss: 0.0311907 | Time: 5333.17 ms [2022-03-31 12:14:33 main:574] : INFO : Epoch 1800 | loss: 0.0311765 | val_loss: 0.0311887 | Time: 5355.8 ms [2022-03-31 12:14:39 main:574] : INFO : Epoch 1801 | loss: 0.0311748 | val_loss: 0.0311901 | Time: 5318.77 ms [2022-03-31 12:14:44 main:574] : INFO : Epoch 1802 | loss: 0.0311738 | val_loss: 0.0311894 | Time: 5350.72 ms [2022-03-31 12:14:50 main:574] : INFO : Epoch 1803 | loss: 0.0311741 | val_loss: 0.0311887 | Time: 5335.06 ms [2022-03-31 12:14:57 main:574] : INFO : Epoch 1804 | loss: 0.0311742 | val_loss: 0.0311924 | Time: 5248.8 ms [2022-03-31 12:15:02 main:574] : INFO : Epoch 1805 | loss: 0.0311732 | val_loss: 0.0311901 | Time: 5323.98 ms [2022-03-31 12:15:08 main:574] : INFO : Epoch 1806 | loss: 0.0311724 | val_loss: 0.0311911 | Time: 5376.18 ms [2022-03-31 12:15:14 main:574] : INFO : Epoch 1807 | loss: 0.0311725 | val_loss: 0.0311886 | Time: 5348.86 ms [2022-03-31 12:15:19 main:574] : INFO : Epoch 1808 | loss: 0.0311735 | val_loss: 0.031192 | Time: 5337.76 ms [2022-03-31 12:15:25 main:574] : INFO : Epoch 1809 | loss: 0.0311735 | val_loss: 0.0311919 | Time: 5341.47 ms [2022-03-31 12:15:30 main:574] : INFO : Epoch 1810 | loss: 0.0311724 | val_loss: 0.0311918 | Time: 5240.17 ms [2022-03-31 12:15:37 main:574] : INFO : Epoch 1811 | loss: 0.0311708 | val_loss: 0.0311894 | Time: 5284.44 ms [2022-03-31 12:15:42 main:574] : INFO : Epoch 1812 | loss: 0.0311704 | val_loss: 0.0311869 | Time: 5281.31 ms [2022-03-31 12:15:47 main:574] : INFO : Epoch 1813 | loss: 0.0311698 | val_loss: 0.0311959 | Time: 5338.83 ms [2022-03-31 12:15:53 main:574] : INFO : Epoch 1814 | loss: 0.0311682 | val_loss: 0.0311875 | Time: 5315.68 ms [2022-03-31 12:15:59 main:574] : INFO : Epoch 1815 | loss: 0.0311646 | val_loss: 0.0311889 | Time: 5273.26 ms [2022-03-31 12:16:04 main:574] : INFO : Epoch 1816 | loss: 0.0311643 | val_loss: 0.0311874 | Time: 5303.01 ms [2022-03-31 12:16:10 main:574] : INFO : Epoch 1817 | loss: 0.0311637 | val_loss: 0.0311895 | Time: 5361.88 ms [2022-03-31 12:16:15 main:574] : INFO : Epoch 1818 | loss: 0.031166 | val_loss: 0.0311869 | Time: 5380.62 ms [2022-03-31 12:16:20 main:574] : INFO : Epoch 1819 | loss: 0.031166 | val_loss: 0.0311851 | Time: 5284.28 ms [2022-03-31 12:16:26 main:574] : INFO : Epoch 1820 | loss: 0.0311645 | val_loss: 0.0311855 | Time: 5325.22 ms [2022-03-31 12:16:32 main:574] : INFO : Epoch 1821 | loss: 0.0311646 | val_loss: 0.0311853 | Time: 5311.2 ms [2022-03-31 12:16:38 main:574] : INFO : Epoch 1822 | loss: 0.0311677 | val_loss: 0.0311853 | Time: 5278.32 ms [2022-03-31 12:16:43 main:574] : INFO : Epoch 1823 | loss: 0.0311673 | val_loss: 0.0311858 | Time: 5338.51 ms [2022-03-31 12:16:50 main:574] : INFO : Epoch 1824 | loss: 0.0311693 | val_loss: 0.0311821 | Time: 5279.27 ms [2022-03-31 12:16:55 main:574] : INFO : Epoch 1825 | loss: 0.0311677 | val_loss: 0.0311815 | Time: 5378.41 ms [2022-03-31 12:17:00 main:574] : INFO : Epoch 1826 | loss: 0.0311662 | val_loss: 0.0311832 | Time: 5327.7 ms [2022-03-31 12:17:06 main:574] : INFO : Epoch 1827 | loss: 0.0311657 | val_loss: 0.0311821 | Time: 5288.16 ms [2022-03-31 12:17:11 main:574] : INFO : Epoch 1828 | loss: 0.0311677 | val_loss: 0.0311793 | Time: 5405.15 ms [2022-03-31 12:17:17 main:574] : INFO : Epoch 1829 | loss: 0.0311681 | val_loss: 0.0311826 | Time: 5293.49 ms [2022-03-31 12:17:23 main:574] : INFO : Epoch 1830 | loss: 0.0311689 | val_loss: 0.0311845 | Time: 5295.69 ms [2022-03-31 12:17:29 main:574] : INFO : Epoch 1831 | loss: 0.0311672 | val_loss: 0.0311845 | Time: 5321.79 ms [2022-03-31 12:17:34 main:574] : INFO : Epoch 1832 | loss: 0.031166 | val_loss: 0.0311811 | Time: 5311.5 ms [2022-03-31 12:17:40 main:574] : INFO : Epoch 1833 | loss: 0.0311649 | val_loss: 0.031179 | Time: 5251.52 ms [2022-03-31 12:17:45 main:574] : INFO : Epoch 1834 | loss: 0.0311653 | val_loss: 0.0311824 | Time: 5298.35 ms [2022-03-31 12:17:51 main:574] : INFO : Epoch 1835 | loss: 0.0311665 | val_loss: 0.0311824 | Time: 5319.13 ms [2022-03-31 12:17:56 main:574] : INFO : Epoch 1836 | loss: 0.0311675 | val_loss: 0.0311806 | Time: 5317.71 ms [2022-03-31 12:18:01 main:574] : INFO : Epoch 1837 | loss: 0.0311645 | val_loss: 0.0311805 | Time: 5267.03 ms [2022-03-31 12:18:07 main:574] : INFO : Epoch 1838 | loss: 0.031165 | val_loss: 0.0311821 | Time: 5224.33 ms [2022-03-31 12:18:13 main:574] : INFO : Epoch 1839 | loss: 0.031171 | val_loss: 0.0311831 | Time: 5287.23 ms [2022-03-31 12:18:18 main:574] : INFO : Epoch 1840 | loss: 0.031171 | val_loss: 0.031181 | Time: 5236.77 ms [2022-03-31 12:18:24 main:574] : INFO : Epoch 1841 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 5313.57 ms [2022-03-31 12:18:30 main:574] : INFO : Epoch 1842 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 5379.13 ms [2022-03-31 12:18:36 main:574] : INFO : Epoch 1843 | loss: 0.0311716 | val_loss: 0.0311742 | Time: 5350.98 ms [2022-03-31 12:18:41 main:574] : INFO : Epoch 1844 | loss: 0.0311677 | val_loss: 0.0311776 | Time: 5264.51 ms [2022-03-31 12:18:47 main:574] : INFO : Epoch 1845 | loss: 0.0311674 | val_loss: 0.0311765 | Time: 5258.69 ms [2022-03-31 12:18:53 main:574] : INFO : Epoch 1846 | loss: 0.0311697 | val_loss: 0.0311739 | Time: 5328.08 ms [2022-03-31 12:18:59 main:574] : INFO : Epoch 1847 | loss: 0.0311681 | val_loss: 0.0311752 | Time: 5389.08 ms [2022-03-31 12:19:04 main:574] : INFO : Epoch 1848 | loss: 0.0311661 | val_loss: 0.0311763 | Time: 5335.31 ms [2022-03-31 12:19:10 main:574] : INFO : Epoch 1849 | loss: 0.0311649 | val_loss: 0.0311796 | Time: 5317.34 ms [2022-03-31 12:19:15 main:574] : INFO : Epoch 1850 | loss: 0.0311695 | val_loss: 0.031173 | Time: 5284.41 ms [2022-03-31 12:19:20 main:574] : INFO : Epoch 1851 | loss: 0.0311661 | val_loss: 0.031175 | Time: 5318.2 ms [2022-03-31 12:19:26 main:574] : INFO : Epoch 1852 | loss: 0.0311648 | val_loss: 0.0311741 | Time: 5371.71 ms [2022-03-31 12:19:32 main:574] : INFO : Epoch 1853 | loss: 0.0311632 | val_loss: 0.0311727 | Time: 5338.4 ms [2022-03-31 12:19:37 main:574] : INFO : Epoch 1854 | loss: 0.0311627 | val_loss: 0.0311743 | Time: 5307.03 ms [2022-03-31 12:19:43 main:574] : INFO : Epoch 1855 | loss: 0.0311633 | val_loss: 0.0311739 | Time: 5309.38 ms [2022-03-31 12:19:48 main:574] : INFO : Epoch 1856 | loss: 0.0311631 | val_loss: 0.0311727 | Time: 5379.72 ms [2022-03-31 12:19:54 main:574] : INFO : Epoch 1857 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 5338.88 ms [2022-03-31 12:19:59 main:574] : INFO : Epoch 1858 | loss: 0.0311606 | val_loss: 0.0311736 | Time: 5331.07 ms [2022-03-31 12:20:05 main:574] : INFO : Epoch 1859 | loss: 0.0311621 | val_loss: 0.0311719 | Time: 5329.52 ms [2022-03-31 12:20:10 main:574] : INFO : Epoch 1860 | loss: 0.0311618 | val_loss: 0.0311727 | Time: 5297.44 ms [2022-03-31 12:20:16 main:574] : INFO : Epoch 1861 | loss: 0.0311594 | val_loss: 0.0311719 | Time: 5337.97 ms [2022-03-31 12:20:21 main:574] : INFO : Epoch 1862 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 5303.01 ms [2022-03-31 12:20:26 main:574] : INFO : Epoch 1863 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 5244.09 ms [2022-03-31 12:20:32 main:574] : INFO : Epoch 1864 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 5342.46 ms [2022-03-31 12:20:37 main:574] : INFO : Epoch 1865 | loss: 0.0311603 | val_loss: 0.0311771 | Time: 5290.32 ms [2022-03-31 12:20:42 main:574] : INFO : Epoch 1866 | loss: 0.0311636 | val_loss: 0.0311755 | Time: 5321.55 ms [2022-03-31 12:20:48 main:574] : INFO : Epoch 1867 | loss: 0.0311646 | val_loss: 0.0311728 | Time: 5335.83 ms [2022-03-31 12:20:54 main:574] : INFO : Epoch 1868 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 5361.18 ms [2022-03-31 12:21:00 main:574] : INFO : Epoch 1869 | loss: 0.0311623 | val_loss: 0.0311706 | Time: 5396.27 ms [2022-03-31 12:21:07 main:574] : INFO : Epoch 1870 | loss: 0.0311639 | val_loss: 0.0311728 | Time: 5366.24 ms [2022-03-31 12:21:12 main:574] : INFO : Epoch 1871 | loss: 0.0311617 | val_loss: 0.0311703 | Time: 5360.84 ms [2022-03-31 12:21:18 main:574] : INFO : Epoch 1872 | loss: 0.0311599 | val_loss: 0.0311765 | Time: 5330.11 ms [2022-03-31 12:21:23 main:574] : INFO : Epoch 1873 | loss: 0.031161 | val_loss: 0.0311726 | Time: 5316.52 ms [2022-03-31 12:21:29 main:574] : INFO : Epoch 1874 | loss: 0.0311596 | val_loss: 0.0311704 | Time: 5332.41 ms [2022-03-31 12:21:34 main:574] : INFO : Epoch 1875 | loss: 0.0311613 | val_loss: 0.0311702 | Time: 5310.67 ms [2022-03-31 12:21:40 main:574] : INFO : Epoch 1876 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 5285.24 ms [2022-03-31 12:21:47 main:574] : INFO : Epoch 1877 | loss: 0.0311608 | val_loss: 0.0311765 | Time: 5376.37 ms [2022-03-31 12:21:52 main:574] : INFO : Epoch 1878 | loss: 0.0311612 | val_loss: 0.031171 | Time: 5316.92 ms [2022-03-31 12:21:57 main:574] : INFO : Epoch 1879 | loss: 0.0311604 | val_loss: 0.03117 | Time: 5289.73 ms [2022-03-31 12:22:04 main:574] : INFO : Epoch 1880 | loss: 0.0311585 | val_loss: 0.0311706 | Time: 5254.25 ms [2022-03-31 12:22:09 main:574] : INFO : Epoch 1881 | loss: 0.031161 | val_loss: 0.0311739 | Time: 5356.09 ms [2022-03-31 12:22:15 main:574] : INFO : Epoch 1882 | loss: 0.0311601 | val_loss: 0.031174 | Time: 5332.89 ms [2022-03-31 12:22:20 main:574] : INFO : Epoch 1883 | loss: 0.0311618 | val_loss: 0.0311693 | Time: 5349.18 ms [2022-03-31 12:22:26 main:574] : INFO : Epoch 1884 | loss: 0.0311663 | val_loss: 0.0311729 | Time: 5344.86 ms [2022-03-31 12:22:32 main:574] : INFO : Epoch 1885 | loss: 0.0311685 | val_loss: 0.0311702 | Time: 5334.36 ms [2022-03-31 12:22:37 main:574] : INFO : Epoch 1886 | loss: 0.0311646 | val_loss: 0.0311682 | Time: 5342.68 ms [2022-03-31 12:22:42 main:574] : INFO : Epoch 1887 | loss: 0.0311623 | val_loss: 0.0311711 | Time: 5331.45 ms [2022-03-31 12:22:48 main:574] : INFO : Epoch 1888 | loss: 0.0311615 | val_loss: 0.0311702 | Time: 5328.32 ms [2022-03-31 12:22:53 main:574] : INFO : Epoch 1889 | loss: 0.031162 | val_loss: 0.0311724 | Time: 5290.67 ms [2022-03-31 12:22:59 main:574] : INFO : Epoch 1890 | loss: 0.0311609 | val_loss: 0.0311712 | Time: 5276.36 ms [2022-03-31 12:23:05 main:574] : INFO : Epoch 1891 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 5324.58 ms [2022-03-31 12:23:10 main:574] : INFO : Epoch 1892 | loss: 0.0311597 | val_loss: 0.0311711 | Time: 5357.11 ms [2022-03-31 12:23:15 main:574] : INFO : Epoch 1893 | loss: 0.0311588 | val_loss: 0.0311719 | Time: 5341.05 ms [2022-03-31 12:23:21 main:574] : INFO : Epoch 1894 | loss: 0.0311591 | val_loss: 0.0311704 | Time: 5358.62 ms [2022-03-31 12:23:26 main:574] : INFO : Epoch 1895 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 5312.17 ms [2022-03-31 12:23:32 main:574] : INFO : Epoch 1896 | loss: 0.0311563 | val_loss: 0.0311663 | Time: 5342.13 ms [2022-03-31 12:23:38 main:574] : INFO : Epoch 1897 | loss: 0.031155 | val_loss: 0.031168 | Time: 5346.91 ms [2022-03-31 12:23:44 main:574] : INFO : Epoch 1898 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 5377.34 ms [2022-03-31 12:23:49 main:574] : INFO : Epoch 1899 | loss: 0.0311531 | val_loss: 0.0311678 | Time: 5234.52 ms [2022-03-31 12:23:55 main:574] : INFO : Epoch 1900 | loss: 0.0311559 | val_loss: 0.0311658 | Time: 5342.8 ms [2022-03-31 12:24:01 main:574] : INFO : Epoch 1901 | loss: 0.0311543 | val_loss: 0.0311723 | Time: 5383.99 ms [2022-03-31 12:24:08 main:574] : INFO : Epoch 1902 | loss: 0.0311532 | val_loss: 0.0311662 | Time: 5359.51 ms [2022-03-31 12:24:13 main:574] : INFO : Epoch 1903 | loss: 0.0311524 | val_loss: 0.0311689 | Time: 5303.65 ms [2022-03-31 12:24:19 main:574] : INFO : Epoch 1904 | loss: 0.0311503 | val_loss: 0.0311698 | Time: 5319.29 ms [2022-03-31 12:24:25 main:574] : INFO : Epoch 1905 | loss: 0.031151 | val_loss: 0.0311697 | Time: 5300.26 ms [2022-03-31 12:24:31 main:574] : INFO : Epoch 1906 | loss: 0.0311536 | val_loss: 0.0311694 | Time: 5301.71 ms [2022-03-31 12:24:36 main:574] : INFO : Epoch 1907 | loss: 0.0311522 | val_loss: 0.0311712 | Time: 5297.98 ms [2022-03-31 12:24:42 main:574] : INFO : Epoch 1908 | loss: 0.0311499 | val_loss: 0.0311714 | Time: 5324.78 ms [2022-03-31 12:24:47 main:574] : INFO : Epoch 1909 | loss: 0.0311511 | val_loss: 0.0311735 | Time: 5257.29 ms [2022-03-31 12:24:52 main:574] : INFO : Epoch 1910 | loss: 0.0311505 | val_loss: 0.0311751 | Time: 5300.6 ms [2022-03-31 12:24:58 main:574] : INFO : Epoch 1911 | loss: 0.0311522 | val_loss: 0.0311759 | Time: 5393.34 ms [2022-03-31 12:25:04 main:574] : INFO : Epoch 1912 | loss: 0.0311525 | val_loss: 0.0311767 | Time: 5344.79 ms [2022-03-31 12:25:09 main:574] : INFO : Epoch 1913 | loss: 0.0311524 | val_loss: 0.0311726 | Time: 5211.83 ms [2022-03-31 12:25:14 main:574] : INFO : Epoch 1914 | loss: 0.0311559 | val_loss: 0.031174 | Time: 5325.94 ms [2022-03-31 12:25:20 main:574] : INFO : Epoch 1915 | loss: 0.0311577 | val_loss: 0.0311682 | Time: 5382.41 ms [2022-03-31 12:25:25 main:574] : INFO : Epoch 1916 | loss: 0.031156 | val_loss: 0.0311707 | Time: 5321.1 ms [2022-03-31 12:25:30 main:574] : INFO : Epoch 1917 | loss: 0.0311554 | val_loss: 0.0311686 | Time: 5321.77 ms [2022-03-31 12:25:36 main:574] : INFO : Epoch 1918 | loss: 0.0311554 | val_loss: 0.0311682 | Time: 5338.26 ms [2022-03-31 12:25:41 main:574] : INFO : Epoch 1919 | loss: 0.0311537 | val_loss: 0.0311689 | Time: 5380.31 ms [2022-03-31 12:25:48 main:574] : INFO : Epoch 1920 | loss: 0.0311549 | val_loss: 0.0311721 | Time: 5285.65 ms [2022-03-31 12:25:54 main:574] : INFO : Epoch 1921 | loss: 0.0311522 | val_loss: 0.0311706 | Time: 5363.31 ms [2022-03-31 12:25:59 main:574] : INFO : Epoch 1922 | loss: 0.0311542 | val_loss: 0.03117 | Time: 5285.22 ms [2022-03-31 12:26:05 main:574] : INFO : Epoch 1923 | loss: 0.0311557 | val_loss: 0.0311697 | Time: 5324.09 ms [2022-03-31 12:26:11 main:574] : INFO : Epoch 1924 | loss: 0.0311543 | val_loss: 0.0311739 | Time: 5304.47 ms [2022-03-31 12:26:17 main:574] : INFO : Epoch 1925 | loss: 0.0311524 | val_loss: 0.0311722 | Time: 5349.42 ms [2022-03-31 12:26:23 main:574] : INFO : Epoch 1926 | loss: 0.0311538 | val_loss: 0.0311723 | Time: 5276.22 ms [2022-03-31 12:26:29 main:574] : INFO : Epoch 1927 | loss: 0.0311522 | val_loss: 0.031173 | Time: 5255.6 ms [2022-03-31 12:26:34 main:574] : INFO : Epoch 1928 | loss: 0.0311513 | val_loss: 0.0311695 | Time: 5326.46 ms [2022-03-31 12:26:39 main:574] : INFO : Epoch 1929 | loss: 0.0311492 | val_loss: 0.0311699 | Time: 5291.76 ms [2022-03-31 12:26:45 main:574] : INFO : Epoch 1930 | loss: 0.0311476 | val_loss: 0.0311731 | Time: 5352.35 ms [2022-03-31 12:26:50 main:574] : INFO : Epoch 1931 | loss: 0.0311493 | val_loss: 0.0311722 | Time: 5314.2 ms [2022-03-31 12:26:56 main:574] : INFO : Epoch 1932 | loss: 0.0311516 | val_loss: 0.0311753 | Time: 5274.37 ms [2022-03-31 12:27:01 main:574] : INFO : Epoch 1933 | loss: 0.0311542 | val_loss: 0.031174 | Time: 5310.64 ms [2022-03-31 12:27:06 main:574] : INFO : Epoch 1934 | loss: 0.0311543 | val_loss: 0.0311756 | Time: 5345.56 ms [2022-03-31 12:27:12 main:574] : INFO : Epoch 1935 | loss: 0.0311524 | val_loss: 0.031169 | Time: 5391.8 ms [2022-03-31 12:27:17 main:574] : INFO : Epoch 1936 | loss: 0.0311514 | val_loss: 0.0311694 | Time: 5369.65 ms [2022-03-31 12:27:22 main:574] : INFO : Epoch 1937 | loss: 0.0311524 | val_loss: 0.0311726 | Time: 5212.3 ms [2022-03-31 12:27:28 main:574] : INFO : Epoch 1938 | loss: 0.0311507 | val_loss: 0.0311723 | Time: 5237.21 ms [2022-03-31 12:27:33 main:574] : INFO : Epoch 1939 | loss: 0.0311489 | val_loss: 0.0311704 | Time: 5378.02 ms [2022-03-31 12:27:39 main:574] : INFO : Epoch 1940 | loss: 0.0311487 | val_loss: 0.0311699 | Time: 5260.55 ms [2022-03-31 12:27:44 main:574] : INFO : Epoch 1941 | loss: 0.0311511 | val_loss: 0.0311761 | Time: 5343.2 ms [2022-03-31 12:27:50 main:574] : INFO : Epoch 1942 | loss: 0.031149 | val_loss: 0.0311779 | Time: 5326.43 ms [2022-03-31 12:27:56 main:574] : INFO : Epoch 1943 | loss: 0.0311488 | val_loss: 0.0311721 | Time: 5259.17 ms [2022-03-31 12:28:02 main:574] : INFO : Epoch 1944 | loss: 0.0311498 | val_loss: 0.0311745 | Time: 5350.23 ms [2022-03-31 12:28:08 main:574] : INFO : Epoch 1945 | loss: 0.0311502 | val_loss: 0.0311742 | Time: 5320.77 ms [2022-03-31 12:28:15 main:574] : INFO : Epoch 1946 | loss: 0.0311545 | val_loss: 0.0311682 | Time: 5415.29 ms [2022-03-31 12:28:20 main:574] : INFO : Epoch 1947 | loss: 0.0311483 | val_loss: 0.0311696 | Time: 5317.85 ms [2022-03-31 12:28:25 main:574] : INFO : Epoch 1948 | loss: 0.0311451 | val_loss: 0.0311719 | Time: 5373.49 ms [2022-03-31 12:28:31 main:574] : INFO : Epoch 1949 | loss: 0.0311448 | val_loss: 0.0311745 | Time: 5333.06 ms [2022-03-31 12:28:36 main:574] : INFO : Epoch 1950 | loss: 0.0311608 | val_loss: 0.0311746 | Time: 5299.13 ms [2022-03-31 12:28:41 main:574] : INFO : Epoch 1951 | loss: 0.0311744 | val_loss: 0.0311749 | Time: 5333.53 ms [2022-03-31 12:28:47 main:574] : INFO : Epoch 1952 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 5370.47 ms [2022-03-31 12:28:52 main:574] : INFO : Epoch 1953 | loss: 0.0311701 | val_loss: 0.0311663 | Time: 5314.22 ms [2022-03-31 12:28:58 main:574] : INFO : Epoch 1954 | loss: 0.0311659 | val_loss: 0.0311679 | Time: 5393.92 ms [2022-03-31 12:29:03 main:574] : INFO : Epoch 1955 | loss: 0.0311644 | val_loss: 0.0311677 | Time: 5327.13 ms [2022-03-31 12:29:08 main:574] : INFO : Epoch 1956 | loss: 0.0311643 | val_loss: 0.0311715 | Time: 5300.76 ms [2022-03-31 12:29:14 main:574] : INFO : Epoch 1957 | loss: 0.0311635 | val_loss: 0.0311684 | Time: 5309.13 ms [2022-03-31 12:29:20 main:574] : INFO : Epoch 1958 | loss: 0.031162 | val_loss: 0.0311661 | Time: 5312.8 ms [2022-03-31 12:29:26 main:574] : INFO : Epoch 1959 | loss: 0.0311597 | val_loss: 0.03117 | Time: 5306.56 ms [2022-03-31 12:29:32 main:574] : INFO : Epoch 1960 | loss: 0.0311566 | val_loss: 0.0311687 | Time: 5337.43 ms [2022-03-31 12:29:38 main:574] : INFO : Epoch 1961 | loss: 0.0311558 | val_loss: 0.0311682 | Time: 5381.88 ms [2022-03-31 12:29:43 main:574] : INFO : Epoch 1962 | loss: 0.0311618 | val_loss: 0.0311665 | Time: 5334.82 ms [2022-03-31 12:29:48 main:574] : INFO : Epoch 1963 | loss: 0.031166 | val_loss: 0.0311715 | Time: 5325.7 ms [2022-03-31 12:29:54 main:574] : INFO : Epoch 1964 | loss: 0.0311644 | val_loss: 0.0311733 | Time: 5250.34 ms [2022-03-31 12:29:59 main:574] : INFO : Epoch 1965 | loss: 0.0311678 | val_loss: 0.0311693 | Time: 5324.68 ms [2022-03-31 12:30:05 main:574] : INFO : Epoch 1966 | loss: 0.0311647 | val_loss: 0.0311666 | Time: 5362.1 ms [2022-03-31 12:30:10 main:574] : INFO : Epoch 1967 | loss: 0.0311655 | val_loss: 0.0311767 | Time: 5314.82 ms [2022-03-31 12:30:16 main:574] : INFO : Epoch 1968 | loss: 0.031164 | val_loss: 0.0311699 | Time: 5303.17 ms [2022-03-31 12:30:21 main:574] : INFO : Epoch 1969 | loss: 0.0311659 | val_loss: 0.0311716 | Time: 5338.08 ms [2022-03-31 12:30:27 main:574] : INFO : Epoch 1970 | loss: 0.0311653 | val_loss: 0.0311709 | Time: 5282.42 ms [2022-03-31 12:30:33 main:574] : INFO : Epoch 1971 | loss: 0.0311603 | val_loss: 0.0311703 | Time: 5335.97 ms [2022-03-31 12:30:39 main:574] : INFO : Epoch 1972 | loss: 0.0311595 | val_loss: 0.0311726 | Time: 5314.54 ms [2022-03-31 12:30:46 main:574] : INFO : Epoch 1973 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 5371.18 ms [2022-03-31 12:30:51 main:574] : INFO : Epoch 1974 | loss: 0.0311577 | val_loss: 0.0311728 | Time: 5357.22 ms [2022-03-31 12:30:57 main:574] : INFO : Epoch 1975 | loss: 0.0311579 | val_loss: 0.0311721 | Time: 5369.69 ms [2022-03-31 12:31:03 main:574] : INFO : Epoch 1976 | loss: 0.031159 | val_loss: 0.0311739 | Time: 5343.67 ms [2022-03-31 12:31:08 main:574] : INFO : Epoch 1977 | loss: 0.0311533 | val_loss: 0.0311698 | Time: 5376.32 ms [2022-03-31 12:31:14 main:574] : INFO : Epoch 1978 | loss: 0.0311532 | val_loss: 0.0311718 | Time: 5295.07 ms [2022-03-31 12:31:19 main:574] : INFO : Epoch 1979 | loss: 0.0311548 | val_loss: 0.0311692 | Time: 5364.68 ms [2022-03-31 12:31:24 main:574] : INFO : Epoch 1980 | loss: 0.0311573 | val_loss: 0.031167 | Time: 5341.17 ms [2022-03-31 12:31:30 main:574] : INFO : Epoch 1981 | loss: 0.0311563 | val_loss: 0.0311687 | Time: 5305.16 ms [2022-03-31 12:31:36 main:574] : INFO : Epoch 1982 | loss: 0.0311521 | val_loss: 0.0311666 | Time: 5305.62 ms [2022-03-31 12:31:41 main:574] : INFO : Epoch 1983 | loss: 0.0311613 | val_loss: 0.0311715 | Time: 5344.1 ms [2022-03-31 12:31:47 main:574] : INFO : Epoch 1984 | loss: 0.031164 | val_loss: 0.0311747 | Time: 5299.43 ms [2022-03-31 12:31:52 main:574] : INFO : Epoch 1985 | loss: 0.0311631 | val_loss: 0.0311688 | Time: 5333.93 ms [2022-03-31 12:31:57 main:574] : INFO : Epoch 1986 | loss: 0.0311562 | val_loss: 0.0311657 | Time: 5347.12 ms [2022-03-31 12:32:03 main:574] : INFO : Epoch 1987 | loss: 0.0311575 | val_loss: 0.0311687 | Time: 5344.79 ms [2022-03-31 12:32:08 main:574] : INFO : Epoch 1988 | loss: 0.0311574 | val_loss: 0.0311679 | Time: 5357.4 ms [2022-03-31 12:32:14 main:574] : INFO : Epoch 1989 | loss: 0.0311548 | val_loss: 0.0311657 | Time: 5284 ms [2022-03-31 12:32:20 main:574] : INFO : Epoch 1990 | loss: 0.0311524 | val_loss: 0.0311651 | Time: 5301.61 ms [2022-03-31 12:32:26 main:574] : INFO : Epoch 1991 | loss: 0.0311534 | val_loss: 0.031169 | Time: 5295.79 ms [2022-03-31 12:32:31 main:574] : INFO : Epoch 1992 | loss: 0.0311517 | val_loss: 0.0311668 | Time: 5292.47 ms [2022-03-31 12:32:37 main:574] : INFO : Epoch 1993 | loss: 0.0311512 | val_loss: 0.0311762 | Time: 5286.67 ms [2022-03-31 12:32:42 main:574] : INFO : Epoch 1994 | loss: 0.0311517 | val_loss: 0.0311678 | Time: 5278.43 ms [2022-03-31 12:32:48 main:574] : INFO : Epoch 1995 | loss: 0.0311503 | val_loss: 0.0311726 | Time: 5343.45 ms [2022-03-31 12:32:54 main:574] : INFO : Epoch 1996 | loss: 0.0311525 | val_loss: 0.0311679 | Time: 5344.32 ms [2022-03-31 12:33:00 main:574] : INFO : Epoch 1997 | loss: 0.0311512 | val_loss: 0.0311701 | Time: 5344.79 ms [2022-03-31 12:33:06 main:574] : INFO : Epoch 1998 | loss: 0.0311523 | val_loss: 0.0311678 | Time: 5181.55 ms [2022-03-31 12:33:12 main:574] : INFO : Epoch 1999 | loss: 0.0311516 | val_loss: 0.0311695 | Time: 5308.91 ms [2022-03-31 12:33:18 main:574] : INFO : Epoch 2000 | loss: 0.0311558 | val_loss: 0.0311663 | Time: 5377.07 ms [2022-03-31 12:33:23 main:574] : INFO : Epoch 2001 | loss: 0.031154 | val_loss: 0.0311651 | Time: 5297.2 ms [2022-03-31 12:33:29 main:574] : INFO : Epoch 2002 | loss: 0.0311529 | val_loss: 0.0311671 | Time: 5218.27 ms [2022-03-31 12:33:34 main:574] : INFO : Epoch 2003 | loss: 0.0311538 | val_loss: 0.0311725 | Time: 5325.38 ms [2022-03-31 12:33:40 main:574] : INFO : Epoch 2004 | loss: 0.0311509 | val_loss: 0.031167 | Time: 5287.54 ms [2022-03-31 12:33:46 main:574] : INFO : Epoch 2005 | loss: 0.0311556 | val_loss: 0.0311709 | Time: 5305.95 ms [2022-03-31 12:33:52 main:574] : INFO : Epoch 2006 | loss: 0.0311528 | val_loss: 0.0311728 | Time: 5320.2 ms [2022-03-31 12:33:58 main:574] : INFO : Epoch 2007 | loss: 0.0311528 | val_loss: 0.0311703 | Time: 5303.67 ms [2022-03-31 12:34:04 main:574] : INFO : Epoch 2008 | loss: 0.0311521 | val_loss: 0.0311687 | Time: 5320.7 ms [2022-03-31 12:34:09 main:574] : INFO : Epoch 2009 | loss: 0.0311518 | val_loss: 0.0311714 | Time: 5302.65 ms [2022-03-31 12:34:14 main:574] : INFO : Epoch 2010 | loss: 0.0311484 | val_loss: 0.0311697 | Time: 5340.02 ms [2022-03-31 12:34:20 main:574] : INFO : Epoch 2011 | loss: 0.0311511 | val_loss: 0.0311696 | Time: 5293.91 ms [2022-03-31 12:34:25 main:574] : INFO : Epoch 2012 | loss: 0.0311529 | val_loss: 0.0311753 | Time: 5377.72 ms [2022-03-31 12:34:31 main:574] : INFO : Epoch 2013 | loss: 0.0311482 | val_loss: 0.0311696 | Time: 5309.57 ms [2022-03-31 12:34:36 main:574] : INFO : Epoch 2014 | loss: 0.0311496 | val_loss: 0.0311702 | Time: 5344.2 ms [2022-03-31 12:34:42 main:574] : INFO : Epoch 2015 | loss: 0.0311522 | val_loss: 0.0311781 | Time: 5337.91 ms [2022-03-31 12:34:48 main:574] : INFO : Epoch 2016 | loss: 0.0311489 | val_loss: 0.0311705 | Time: 5339.48 ms [2022-03-31 12:34:53 main:574] : INFO : Epoch 2017 | loss: 0.0311502 | val_loss: 0.0311685 | Time: 5318.47 ms [2022-03-31 12:34:58 main:574] : INFO : Epoch 2018 | loss: 0.0311496 | val_loss: 0.0311668 | Time: 5265.6 ms [2022-03-31 12:35:04 main:574] : INFO : Epoch 2019 | loss: 0.0311506 | val_loss: 0.0311654 | Time: 5309.61 ms [2022-03-31 12:35:09 main:574] : INFO : Epoch 2020 | loss: 0.0311479 | val_loss: 0.0311681 | Time: 5290.92 ms [2022-03-31 12:35:14 main:574] : INFO : Epoch 2021 | loss: 0.0311506 | val_loss: 0.0311707 | Time: 5305.39 ms [2022-03-31 12:35:20 main:574] : INFO : Epoch 2022 | loss: 0.0311534 | val_loss: 0.0311695 | Time: 5311.15 ms [2022-03-31 12:35:26 main:574] : INFO : Epoch 2023 | loss: 0.031151 | val_loss: 0.0311651 | Time: 5354.81 ms [2022-03-31 12:35:32 main:574] : INFO : Epoch 2024 | loss: 0.0311478 | val_loss: 0.0311803 | Time: 5371.91 ms [2022-03-31 12:35:37 main:574] : INFO : Epoch 2025 | loss: 0.031148 | val_loss: 0.0311659 | Time: 5298.15 ms [2022-03-31 12:35:43 main:574] : INFO : Epoch 2026 | loss: 0.0311472 | val_loss: 0.0311708 | Time: 5310.39 ms [2022-03-31 12:35:49 main:574] : INFO : Epoch 2027 | loss: 0.0311451 | val_loss: 0.0311696 | Time: 5345.35 ms [2022-03-31 12:35:54 main:574] : INFO : Epoch 2028 | loss: 0.0311457 | val_loss: 0.0311685 | Time: 5344.89 ms [2022-03-31 12:36:00 main:574] : INFO : Epoch 2029 | loss: 0.0311441 | val_loss: 0.0311709 | Time: 5322.87 ms [2022-03-31 12:36:06 main:574] : INFO : Epoch 2030 | loss: 0.0311472 | val_loss: 0.0311684 | Time: 5317.91 ms [2022-03-31 12:36:11 main:574] : INFO : Epoch 2031 | loss: 0.0311464 | val_loss: 0.0311675 | Time: 5317.29 ms [2022-03-31 12:36:17 main:574] : INFO : Epoch 2032 | loss: 0.0311476 | val_loss: 0.0311677 | Time: 5317.23 ms [2022-03-31 12:36:23 main:574] : INFO : Epoch 2033 | loss: 0.0311468 | val_loss: 0.0311684 | Time: 5290.4 ms [2022-03-31 12:36:28 main:574] : INFO : Epoch 2034 | loss: 0.031149 | val_loss: 0.0311707 | Time: 5309.49 ms [2022-03-31 12:36:33 main:574] : INFO : Epoch 2035 | loss: 0.0311504 | val_loss: 0.0311683 | Time: 5309.25 ms [2022-03-31 12:36:39 main:574] : INFO : Epoch 2036 | loss: 0.0311502 | val_loss: 0.0311659 | Time: 5355.59 ms [2022-03-31 12:36:44 main:574] : INFO : Epoch 2037 | loss: 0.0311563 | val_loss: 0.031177 | Time: 5342.05 ms [2022-03-31 12:36:50 main:574] : INFO : Epoch 2038 | loss: 0.031156 | val_loss: 0.0311644 | Time: 5310.09 ms [2022-03-31 12:36:56 main:574] : INFO : Epoch 2039 | loss: 0.0311564 | val_loss: 0.0311678 | Time: 5311.48 ms [2022-03-31 12:37:01 main:574] : INFO : Epoch 2040 | loss: 0.0311542 | val_loss: 0.0311641 | Time: 5225.13 ms [2022-03-31 12:37:07 main:574] : INFO : Epoch 2041 | loss: 0.0311518 | val_loss: 0.0311688 | Time: 5323.26 ms [2022-03-31 12:37:13 main:574] : INFO : Epoch 2042 | loss: 0.0311497 | val_loss: 0.0311638 | Time: 5292.39 ms [2022-03-31 12:37:19 main:574] : INFO : Epoch 2043 | loss: 0.0311474 | val_loss: 0.0311655 | Time: 5242.96 ms [2022-03-31 12:37:24 main:574] : INFO : Epoch 2044 | loss: 0.0311495 | val_loss: 0.031173 | Time: 5191.72 ms [2022-03-31 12:37:30 main:574] : INFO : Epoch 2045 | loss: 0.0311501 | val_loss: 0.0311684 | Time: 5281.41 ms [2022-03-31 12:37:36 main:574] : INFO : Epoch 2046 | loss: 0.0311472 | val_loss: 0.031174 | Time: 5391.4 ms [2022-03-31 12:37:41 main:574] : INFO : Epoch 2047 | loss: 0.0311525 | val_loss: 0.0311708 | Time: 5226.14 ms [2022-03-31 12:37:48 main:574] : INFO : Epoch 2048 | loss: 0.0311535 | val_loss: 0.0311715 | Time: 5313.75 ms [2022-03-31 12:37:48 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311715 [2022-03-31 12:37:48 main:603] : INFO : Saving end state to config to file [2022-03-31 12:37:48 main:608] : INFO : Success, exiting.. 12:37:48 (15028): 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)