Task 12452969
| Name | ParityModified-1645991810-14983-1-0_0 |
| Workunit | 9620417 |
| Created | 3 Mar 2022, 14:07:48 UTC |
| Sent | 9 Mar 2022, 13:38:29 UTC |
| Report deadline | 17 Mar 2022, 13:38:29 UTC |
| Received | 1 Apr 2022, 9:37:14 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13205 |
| Run time | 3 hours 53 min 41 sec |
| CPU time | 3 hours 36 min 18 sec |
| Validate state | Task was reported too late to validate |
| Credit | 0.00 |
| Device peak FLOPS | 17,053.64 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.86 GB |
| Peak swap size | 4.78 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 031208 | Time: 5097.4 ms [2022-04-01 10:53:46 main:574] : INFO : Epoch 1542 | loss: 0.031116 | val_loss: 0.0312187 | Time: 5220.58 ms [2022-04-01 10:53:52 main:574] : INFO : Epoch 1543 | loss: 0.0311124 | val_loss: 0.0312184 | Time: 5075.44 ms [2022-04-01 10:53:57 main:574] : INFO : Epoch 1544 | loss: 0.0311092 | val_loss: 0.0312185 | Time: 5118.01 ms [2022-04-01 10:54:02 main:574] : INFO : Epoch 1545 | loss: 0.0311054 | val_loss: 0.0312189 | Time: 5023.51 ms [2022-04-01 10:54:07 main:574] : INFO : Epoch 1546 | loss: 0.0311001 | val_loss: 0.0312246 | Time: 5227.76 ms [2022-04-01 10:54:12 main:574] : INFO : Epoch 1547 | loss: 0.0310923 | val_loss: 0.0312283 | Time: 5113.85 ms [2022-04-01 10:54:17 main:574] : INFO : Epoch 1548 | loss: 0.0310866 | val_loss: 0.031244 | Time: 5015.8 ms [2022-04-01 10:54:22 main:574] : INFO : Epoch 1549 | loss: 0.0310808 | val_loss: 0.0312609 | Time: 5128.66 ms [2022-04-01 10:54:27 main:574] : INFO : Epoch 1550 | loss: 0.031072 | val_loss: 0.0312634 | Time: 5183.05 ms [2022-04-01 10:54:32 main:574] : INFO : Epoch 1551 | loss: 0.0310657 | val_loss: 0.0312881 | Time: 5053.64 ms [2022-04-01 10:54:37 main:574] : INFO : Epoch 1552 | loss: 0.03105 | val_loss: 0.0312787 | Time: 5014.43 ms [2022-04-01 10:54:43 main:574] : INFO : Epoch 1553 | loss: 0.0310392 | val_loss: 0.0313357 | Time: 5278.91 ms [2022-04-01 10:54:48 main:574] : INFO : Epoch 1554 | loss: 0.0310232 | val_loss: 0.0313069 | Time: 5329.72 ms [2022-04-01 10:54:53 main:574] : INFO : Epoch 1555 | loss: 0.0310184 | val_loss: 0.0312943 | Time: 5048 ms [2022-04-01 10:54:58 main:574] : INFO : Epoch 1556 | loss: 0.0310206 | val_loss: 0.0313225 | Time: 5195.18 ms [2022-04-01 10:55:03 main:574] : INFO : Epoch 1557 | loss: 0.0310096 | val_loss: 0.031311 | Time: 5052.74 ms [2022-04-01 10:55:08 main:574] : INFO : Epoch 1558 | loss: 0.0310051 | val_loss: 0.0313218 | Time: 5032.41 ms [2022-04-01 10:55:14 main:574] : INFO : Epoch 1559 | loss: 0.0310114 | val_loss: 0.031291 | Time: 5092.39 ms [2022-04-01 10:55:19 main:574] : INFO : Epoch 1560 | loss: 0.0310175 | val_loss: 0.0313055 | Time: 5096.21 ms [2022-04-01 10:55:24 main:574] : INFO : Epoch 1561 | loss: 0.0310092 | val_loss: 0.0313386 | Time: 5034.97 ms [2022-04-01 10:55:29 main:574] : INFO : Epoch 1562 | loss: 0.0310076 | val_loss: 0.0313245 | Time: 5107.4 ms [2022-04-01 10:55:34 main:574] : INFO : Epoch 1563 | loss: 0.031025 | val_loss: 0.0313231 | Time: 5036.32 ms [2022-04-01 10:55:39 main:574] : INFO : Epoch 1564 | loss: 0.0310234 | val_loss: 0.031288 | Time: 5039.2 ms [2022-04-01 10:55:44 main:574] : INFO : Epoch 1565 | loss: 0.0310136 | val_loss: 0.0313215 | Time: 5020.14 ms [2022-04-01 10:55:49 main:574] : INFO : Epoch 1566 | loss: 0.0310095 | val_loss: 0.0313672 | Time: 5081.85 ms [2022-04-01 10:55:54 main:574] : INFO : Epoch 1567 | loss: 0.0310066 | val_loss: 0.0313154 | Time: 5056.56 ms [2022-04-01 10:55:59 main:574] : INFO : Epoch 1568 | loss: 0.0310046 | val_loss: 0.031317 | Time: 5047.98 ms [2022-04-01 10:56:04 main:574] : INFO : Epoch 1569 | loss: 0.0310048 | val_loss: 0.031318 | Time: 5066.67 ms [2022-04-01 10:56:09 main:574] : INFO : Epoch 1570 | loss: 0.0310045 | val_loss: 0.0313597 | Time: 5022.84 ms [2022-04-01 10:56:14 main:574] : INFO : Epoch 1571 | loss: 0.0310049 | val_loss: 0.0313443 | Time: 5129.91 ms [2022-04-01 10:56:19 main:574] : INFO : Epoch 1572 | loss: 0.0310034 | val_loss: 0.0313608 | Time: 5077.12 ms [2022-04-01 10:56:25 main:574] : INFO : Epoch 1573 | loss: 0.0310076 | val_loss: 0.03131 | Time: 5091.78 ms [2022-04-01 10:56:30 main:574] : INFO : Epoch 1574 | loss: 0.0310004 | val_loss: 0.031342 | Time: 5077.4 ms [2022-04-01 10:56:35 main:574] : INFO : Epoch 1575 | loss: 0.0309999 | val_loss: 0.0313098 | Time: 5150.76 ms [2022-04-01 10:56:40 main:574] : INFO : Epoch 1576 | loss: 0.0310105 | val_loss: 0.0313023 | Time: 5007.16 ms [2022-04-01 10:56:45 main:574] : INFO : Epoch 1577 | loss: 0.0310069 | val_loss: 0.0313094 | Time: 5001.03 ms [2022-04-01 10:56:50 main:574] : INFO : Epoch 1578 | loss: 0.031005 | val_loss: 0.0313243 | Time: 5059.19 ms [2022-04-01 10:56:55 main:574] : INFO : Epoch 1579 | loss: 0.0310117 | val_loss: 0.0313191 | Time: 5016.07 ms [2022-04-01 10:57:00 main:574] : INFO : Epoch 1580 | loss: 0.0310052 | val_loss: 0.0313108 | Time: 5086.52 ms [2022-04-01 10:57:05 main:574] : INFO : Epoch 1581 | loss: 0.0310127 | val_loss: 0.0312839 | Time: 5268.42 ms [2022-04-01 10:57:10 main:574] : INFO : Epoch 1582 | loss: 0.0310171 | val_loss: 0.0313082 | Time: 5069.13 ms [2022-04-01 10:57:15 main:574] : INFO : Epoch 1583 | loss: 0.0310015 | val_loss: 0.0313305 | Time: 5052.16 ms [2022-04-01 10:57:21 main:574] : INFO : Epoch 1584 | loss: 0.0309997 | val_loss: 0.0313334 | Time: 5164.52 ms [2022-04-01 10:57:26 main:574] : INFO : Epoch 1585 | loss: 0.0310036 | val_loss: 0.0313137 | Time: 5127.23 ms [2022-04-01 10:57:31 main:574] : INFO : Epoch 1586 | loss: 0.0310044 | val_loss: 0.03134 | Time: 5381.98 ms [2022-04-01 10:57:36 main:574] : INFO : Epoch 1587 | loss: 0.0309989 | val_loss: 0.0313227 | Time: 5325.32 ms [2022-04-01 10:57:42 main:574] : INFO : Epoch 1588 | loss: 0.0310061 | val_loss: 0.0313553 | Time: 5206.2 ms [2022-04-01 10:57:47 main:574] : INFO : Epoch 1589 | loss: 0.0310103 | val_loss: 0.031318 | Time: 5036.1 ms [2022-04-01 10:57:52 main:574] : INFO : Epoch 1590 | loss: 0.0310058 | val_loss: 0.0313396 | Time: 5109.79 ms [2022-04-01 10:57:57 main:574] : INFO : Epoch 1591 | loss: 0.0310031 | val_loss: 0.0313036 | Time: 5110.76 ms [2022-04-01 10:58:02 main:574] : INFO : Epoch 1592 | loss: 0.0310216 | val_loss: 0.0313141 | Time: 5146.65 ms [2022-04-01 10:58:07 main:574] : INFO : Epoch 1593 | loss: 0.0310257 | val_loss: 0.0313429 | Time: 5078.35 ms [2022-04-01 10:58:12 main:574] : INFO : Epoch 1594 | loss: 0.031009 | val_loss: 0.0313232 | Time: 5090.5 ms [2022-04-01 10:58:17 main:574] : INFO : Epoch 1595 | loss: 0.031 | val_loss: 0.0313295 | Time: 5092.92 ms [2022-04-01 10:58:22 main:574] : INFO : Epoch 1596 | loss: 0.0310048 | val_loss: 0.0313518 | Time: 5154.51 ms [2022-04-01 10:58:27 main:574] : INFO : Epoch 1597 | loss: 0.0310234 | val_loss: 0.0313328 | Time: 5025.26 ms [2022-04-01 10:58:33 main:574] : INFO : Epoch 1598 | loss: 0.0310075 | val_loss: 0.0313309 | Time: 5062.13 ms [2022-04-01 10:58:38 main:574] : INFO : Epoch 1599 | loss: 0.0310152 | val_loss: 0.0313312 | Time: 5431.69 ms [2022-04-01 10:58:43 main:574] : INFO : Epoch 1600 | loss: 0.0310177 | val_loss: 0.0313108 | Time: 5163.55 ms [2022-04-01 10:58:48 main:574] : INFO : Epoch 1601 | loss: 0.0310012 | val_loss: 0.031308 | Time: 5241.15 ms [2022-04-01 10:58:54 main:574] : INFO : Epoch 1602 | loss: 0.0310035 | val_loss: 0.0313313 | Time: 5143.45 ms [2022-04-01 10:58:59 main:574] : INFO : Epoch 1603 | loss: 0.0310021 | val_loss: 0.031349 | Time: 5118.63 ms [2022-04-01 10:59:04 main:574] : INFO : Epoch 1604 | loss: 0.0309971 | val_loss: 0.0313319 | Time: 5055.81 ms [2022-04-01 10:59:09 main:574] : INFO : Epoch 1605 | loss: 0.0310084 | val_loss: 0.0313285 | Time: 5329.4 ms [2022-04-01 10:59:14 main:574] : INFO : Epoch 1606 | loss: 0.0310077 | val_loss: 0.0313447 | Time: 4991.93 ms [2022-04-01 10:59:19 main:574] : INFO : Epoch 1607 | loss: 0.0310076 | val_loss: 0.0313046 | Time: 5029.72 ms [2022-04-01 10:59:24 main:574] : INFO : Epoch 1608 | loss: 0.0310216 | val_loss: 0.03132 | Time: 5295.15 ms [2022-04-01 10:59:29 main:574] : INFO : Epoch 1609 | loss: 0.0310147 | val_loss: 0.0313045 | Time: 5047.37 ms [2022-04-01 10:59:35 main:574] : INFO : Epoch 1610 | loss: 0.0310059 | val_loss: 0.0313195 | Time: 5080.02 ms [2022-04-01 10:59:40 main:574] : INFO : Epoch 1611 | loss: 0.0310061 | val_loss: 0.0313403 | Time: 5402 ms [2022-04-01 10:59:45 main:574] : INFO : Epoch 1612 | loss: 0.0310061 | val_loss: 0.0313496 | Time: 5114.35 ms [2022-04-01 10:59:50 main:574] : INFO : Epoch 1613 | loss: 0.031 | val_loss: 0.0313212 | Time: 5065.37 ms [2022-04-01 10:59:55 main:574] : INFO : Epoch 1614 | loss: 0.0310255 | val_loss: 0.0313211 | Time: 5093.1 ms [2022-04-01 11:00:00 main:574] : INFO : Epoch 1615 | loss: 0.0310169 | val_loss: 0.0313299 | Time: 5011.99 ms [2022-04-01 11:00:05 main:574] : INFO : Epoch 1616 | loss: 0.0310071 | val_loss: 0.031336 | Time: 5147.45 ms [2022-04-01 11:00:11 main:574] : INFO : Epoch 1617 | loss: 0.0310036 | val_loss: 0.0313436 | Time: 5262.26 ms [2022-04-01 11:00:16 main:574] : INFO : Epoch 1618 | loss: 0.0310007 | val_loss: 0.0313274 | Time: 5033.17 ms [2022-04-01 11:00:21 main:574] : INFO : Epoch 1619 | loss: 0.0309931 | val_loss: 0.0313128 | Time: 5043.8 ms [2022-04-01 11:00:26 main:574] : INFO : Epoch 1620 | loss: 0.0309996 | val_loss: 0.0313476 | Time: 5153.4 ms [2022-04-01 11:00:31 main:574] : INFO : Epoch 1621 | loss: 0.0310007 | val_loss: 0.0313161 | Time: 5022.98 ms [2022-04-01 11:00:36 main:574] : INFO : Epoch 1622 | loss: 0.0309991 | val_loss: 0.0313071 | Time: 5154.37 ms [2022-04-01 11:00:42 main:574] : INFO : Epoch 1623 | loss: 0.0310014 | val_loss: 0.0313152 | Time: 5563.08 ms [2022-04-01 11:00:47 main:574] : INFO : Epoch 1624 | loss: 0.0310134 | val_loss: 0.0313206 | Time: 5313.89 ms [2022-04-01 11:00:52 main:574] : INFO : Epoch 1625 | loss: 0.0310013 | val_loss: 0.0313271 | Time: 5208.73 ms [2022-04-01 11:00:57 main:574] : INFO : Epoch 1626 | loss: 0.0310181 | val_loss: 0.0313228 | Time: 5118.07 ms [2022-04-01 11:01:03 main:574] : INFO : Epoch 1627 | loss: 0.0310136 | val_loss: 0.0313425 | Time: 5186.58 ms [2022-04-01 11:01:08 main:574] : INFO : Epoch 1628 | loss: 0.0310076 | val_loss: 0.0313517 | Time: 5288.74 ms [2022-04-01 11:01:13 main:574] : INFO : Epoch 1629 | loss: 0.031002 | val_loss: 0.031279 | Time: 5064.01 ms [2022-04-01 11:01:18 main:574] : INFO : Epoch 1630 | loss: 0.0310242 | val_loss: 0.0313251 | Time: 5157.91 ms [2022-04-01 11:01:23 main:574] : INFO : Epoch 1631 | loss: 0.0310307 | val_loss: 0.0313521 | Time: 5099.34 ms [2022-04-01 11:01:28 main:574] : INFO : Epoch 1632 | loss: 0.0310014 | val_loss: 0.031304 | Time: 5062.59 ms [2022-04-01 11:01:33 main:574] : INFO : Epoch 1633 | loss: 0.0310058 | val_loss: 0.0313048 | Time: 5134.84 ms [2022-04-01 11:01:38 main:574] : INFO : Epoch 1634 | loss: 0.0310108 | val_loss: 0.031304 | Time: 5044.26 ms [2022-04-01 11:01:44 main:574] : INFO : Epoch 1635 | loss: 0.0310079 | val_loss: 0.0313177 | Time: 5176.24 ms [2022-04-01 11:01:49 main:574] : INFO : Epoch 1636 | loss: 0.0309985 | val_loss: 0.0313414 | Time: 5048.69 ms [2022-04-01 11:01:54 main:574] : INFO : Epoch 1637 | loss: 0.0310023 | val_loss: 0.0313245 | Time: 5033.69 ms [2022-04-01 11:01:59 main:574] : INFO : Epoch 1638 | loss: 0.0310006 | val_loss: 0.0313148 | Time: 5089.79 ms [2022-04-01 11:02:04 main:574] : INFO : Epoch 1639 | loss: 0.0310059 | val_loss: 0.0313282 | Time: 4987.15 ms [2022-04-01 11:02:09 main:574] : INFO : Epoch 1640 | loss: 0.0310002 | val_loss: 0.0313365 | Time: 5027.83 ms [2022-04-01 11:02:14 main:574] : INFO : Epoch 1641 | loss: 0.0309918 | val_loss: 0.0313446 | Time: 5080.97 ms [2022-04-01 11:02:19 main:574] : INFO : Epoch 1642 | loss: 0.0310035 | val_loss: 0.0313154 | Time: 5065.87 ms [2022-04-01 11:02:24 main:574] : INFO : Epoch 1643 | loss: 0.0310124 | val_loss: 0.0313495 | Time: 5126.33 ms [2022-04-01 11:02:29 main:574] : INFO : Epoch 1644 | loss: 0.0310028 | val_loss: 0.0313605 | Time: 5104.32 ms [2022-04-01 11:02:34 main:574] : INFO : Epoch 1645 | loss: 0.0309987 | val_loss: 0.0313447 | Time: 5162.06 ms [2022-04-01 11:02:40 main:574] : INFO : Epoch 1646 | loss: 0.0309958 | val_loss: 0.0313381 | Time: 5369.83 ms [2022-04-01 11:02:45 main:574] : INFO : Epoch 1647 | loss: 0.0309899 | val_loss: 0.0313227 | Time: 4997.87 ms [2022-04-01 11:02:50 main:574] : INFO : Epoch 1648 | loss: 0.0310043 | val_loss: 0.0313406 | Time: 5179.56 ms [2022-04-01 11:02:55 main:574] : INFO : Epoch 1649 | loss: 0.030998 | val_loss: 0.0313112 | Time: 5147.71 ms [2022-04-01 11:03:00 main:574] : INFO : Epoch 1650 | loss: 0.0309994 | val_loss: 0.0313493 | Time: 5055.96 ms [2022-04-01 11:03:05 main:574] : INFO : Epoch 1651 | loss: 0.0310021 | val_loss: 0.0313516 | Time: 5218.12 ms [2022-04-01 11:03:11 main:574] : INFO : Epoch 1652 | loss: 0.0309998 | val_loss: 0.0313374 | Time: 5271.18 ms [2022-04-01 11:03:16 main:574] : INFO : Epoch 1653 | loss: 0.0309974 | val_loss: 0.0313479 | Time: 5191.04 ms [2022-04-01 11:03:21 main:574] : INFO : Epoch 1654 | loss: 0.0310071 | val_loss: 0.0313216 | Time: 5248.08 ms [2022-04-01 11:03:26 main:574] : INFO : Epoch 1655 | loss: 0.0310015 | val_loss: 0.0313414 | Time: 5101.88 ms [2022-04-01 11:03:31 main:574] : INFO : Epoch 1656 | loss: 0.0310013 | val_loss: 0.0313299 | Time: 5124.33 ms [2022-04-01 11:03:37 main:574] : INFO : Epoch 1657 | loss: 0.0310051 | val_loss: 0.0313156 | Time: 5136.1 ms [2022-04-01 11:03:42 main:574] : INFO : Epoch 1658 | loss: 0.030998 | val_loss: 0.0313446 | Time: 5227.22 ms [2022-04-01 11:03:47 main:574] : INFO : Epoch 1659 | loss: 0.0310377 | val_loss: 0.0312882 | Time: 4989.89 ms [2022-04-01 11:03:52 main:574] : INFO : Epoch 1660 | loss: 0.0310239 | val_loss: 0.0313142 | Time: 5136.68 ms [2022-04-01 11:03:57 main:574] : INFO : Epoch 1661 | loss: 0.031003 | val_loss: 0.031344 | Time: 4997.47 ms [2022-04-01 11:04:02 main:574] : INFO : Epoch 1662 | loss: 0.0309987 | val_loss: 0.0313351 | Time: 5086.9 ms [2022-04-01 11:04:07 main:574] : INFO : Epoch 1663 | loss: 0.0309943 | val_loss: 0.031308 | Time: 5089.47 ms [2022-04-01 11:04:12 main:574] : INFO : Epoch 1664 | loss: 0.0310161 | val_loss: 0.0312861 | Time: 5113.4 ms [2022-04-01 11:04:17 main:574] : INFO : Epoch 1665 | loss: 0.0310488 | val_loss: 0.0313018 | Time: 5095.4 ms [2022-04-01 11:04:23 main:574] : INFO : Epoch 1666 | loss: 0.0310204 | val_loss: 0.0313395 | Time: 5177.92 ms [2022-04-01 11:04:28 main:574] : INFO : Epoch 1667 | loss: 0.031004 | val_loss: 0.0313306 | Time: 5271.4 ms [2022-04-01 11:04:33 main:574] : INFO : Epoch 1668 | loss: 0.0310017 | val_loss: 0.031315 | Time: 5128.3 ms [2022-04-01 11:04:38 main:574] : INFO : Epoch 1669 | loss: 0.0309965 | val_loss: 0.0313354 | Time: 5195.85 ms [2022-04-01 11:04:43 main:574] : INFO : Epoch 1670 | loss: 0.0310103 | val_loss: 0.0313127 | Time: 5345.57 ms [2022-04-01 11:04:49 main:574] : INFO : Epoch 1671 | loss: 0.031014 | val_loss: 0.031338 | Time: 5091.47 ms [2022-04-01 11:04:54 main:574] : INFO : Epoch 1672 | loss: 0.0310064 | val_loss: 0.0313126 | Time: 5111.6 ms [2022-04-01 11:04:59 main:574] : INFO : Epoch 1673 | loss: 0.0309986 | val_loss: 0.0313263 | Time: 5133.89 ms [2022-04-01 11:05:04 main:574] : INFO : Epoch 1674 | loss: 0.0309915 | val_loss: 0.0313295 | Time: 5196.99 ms [2022-04-01 11:05:09 main:574] : INFO : Epoch 1675 | loss: 0.0309983 | val_loss: 0.0313194 | Time: 5247.48 ms [2022-04-01 11:05:14 main:574] : INFO : Epoch 1676 | loss: 0.031006 | val_loss: 0.0313307 | Time: 5105.4 ms [2022-04-01 11:05:20 main:574] : INFO : Epoch 1677 | loss: 0.0310004 | val_loss: 0.0313191 | Time: 5097.71 ms [2022-04-01 11:05:25 main:574] : INFO : Epoch 1678 | loss: 0.0310004 | val_loss: 0.0313123 | Time: 5086.17 ms [2022-04-01 11:05:30 main:574] : INFO : Epoch 1679 | loss: 0.0310019 | val_loss: 0.0313279 | Time: 5062.8 ms [2022-04-01 11:05:35 main:574] : INFO : Epoch 1680 | loss: 0.0310063 | val_loss: 0.0313604 | Time: 5115.16 ms [2022-04-01 11:05:40 main:574] : INFO : Epoch 1681 | loss: 0.0309923 | val_loss: 0.0313528 | Time: 5075.06 ms [2022-04-01 11:05:45 main:574] : INFO : Epoch 1682 | loss: 0.0310023 | val_loss: 0.0313214 | Time: 5208.64 ms [2022-04-01 11:05:50 main:574] : INFO : Epoch 1683 | loss: 0.0309969 | val_loss: 0.0313172 | Time: 5139.98 ms [2022-04-01 11:05:55 main:574] : INFO : Epoch 1684 | loss: 0.0310229 | val_loss: 0.0312975 | Time: 5067.57 ms [2022-04-01 11:06:00 main:574] : INFO : Epoch 1685 | loss: 0.0310124 | val_loss: 0.0312947 | Time: 5038.48 ms [2022-04-01 11:06:06 main:574] : INFO : Epoch 1686 | loss: 0.0310044 | val_loss: 0.0313573 | Time: 5144.92 ms [2022-04-01 11:06:11 main:574] : INFO : Epoch 1687 | loss: 0.0309994 | val_loss: 0.0313206 | Time: 5157.19 ms [2022-04-01 11:06:16 main:574] : INFO : Epoch 1688 | loss: 0.0309981 | val_loss: 0.0313054 | Time: 5170.28 ms [2022-04-01 11:06:21 main:574] : INFO : Epoch 1689 | loss: 0.0310064 | val_loss: 0.0313171 | Time: 5192.65 ms [2022-04-01 11:06:26 main:574] : INFO : Epoch 1690 | loss: 0.0310059 | val_loss: 0.0313192 | Time: 5206.39 ms [2022-04-01 11:06:32 main:574] : INFO : Epoch 1691 | loss: 0.0310063 | val_loss: 0.0313506 | Time: 5228.56 ms [2022-04-01 11:06:36 main:574] : INFO : Epoch 1692 | loss: 0.0309933 | val_loss: 0.0313637 | Time: 4935.22 ms [2022-04-01 11:06:42 main:574] : INFO : Epoch 1693 | loss: 0.031006 | val_loss: 0.031343 | Time: 5213.69 ms [2022-04-01 11:06:47 main:574] : INFO : Epoch 1694 | loss: 0.0310014 | val_loss: 0.031321 | Time: 5075.58 ms [2022-04-01 11:06:52 main:574] : INFO : Epoch 1695 | loss: 0.0309921 | val_loss: 0.0313485 | Time: 5098.68 ms [2022-04-01 11:06:57 main:574] : INFO : Epoch 1696 | loss: 0.031003 | val_loss: 0.0313207 | Time: 5150.73 ms [2022-04-01 11:07:02 main:574] : INFO : Epoch 1697 | loss: 0.0309993 | val_loss: 0.0313597 | Time: 4966.58 ms [2022-04-01 11:07:07 main:574] : INFO : Epoch 1698 | loss: 0.0310002 | val_loss: 0.0313306 | Time: 5115.16 ms [2022-04-01 11:07:12 main:574] : INFO : Epoch 1699 | loss: 0.0309936 | val_loss: 0.0313024 | Time: 5249.63 ms [2022-04-01 11:07:17 main:574] : INFO : Epoch 1700 | loss: 0.0309997 | val_loss: 0.0313078 | Time: 5112.76 ms [2022-04-01 11:07:23 main:574] : INFO : Epoch 1701 | loss: 0.0309981 | val_loss: 0.031353 | Time: 5178.84 ms [2022-04-01 11:07:28 main:574] : INFO : Epoch 1702 | loss: 0.0310141 | val_loss: 0.0313244 | Time: 5025.3 ms [2022-04-01 11:07:33 main:574] : INFO : Epoch 1703 | loss: 0.0310056 | val_loss: 0.0313006 | Time: 5095.1 ms [2022-04-01 11:07:38 main:574] : INFO : Epoch 1704 | loss: 0.0310447 | val_loss: 0.0313287 | Time: 5147.38 ms [2022-04-01 11:07:43 main:574] : INFO : Epoch 1705 | loss: 0.0310229 | val_loss: 0.0313332 | Time: 5270.74 ms [2022-04-01 11:07:48 main:574] : INFO : Epoch 1706 | loss: 0.0310103 | val_loss: 0.0313255 | Time: 5048.95 ms [2022-04-01 11:07:53 main:574] : INFO : Epoch 1707 | loss: 0.0309977 | val_loss: 0.0313275 | Time: 5103.04 ms [2022-04-01 11:07:58 main:574] : INFO : Epoch 1708 | loss: 0.0309974 | val_loss: 0.0313344 | Time: 5055.35 ms [2022-04-01 11:08:04 main:574] : INFO : Epoch 1709 | loss: 0.0309969 | val_loss: 0.0313089 | Time: 5066.08 ms [2022-04-01 11:08:09 main:574] : INFO : Epoch 1710 | loss: 0.0309984 | val_loss: 0.0313052 | Time: 5054.15 ms [2022-04-01 11:08:14 main:574] : INFO : Epoch 1711 | loss: 0.0309985 | val_loss: 0.0313617 | Time: 5036.71 ms [2022-04-01 11:08:19 main:574] : INFO : Epoch 1712 | loss: 0.030997 | val_loss: 0.0313442 | Time: 5029.69 ms [2022-04-01 11:08:24 main:574] : INFO : Epoch 1713 | loss: 0.030999 | val_loss: 0.0313195 | Time: 5010.34 ms [2022-04-01 11:08:29 main:574] : INFO : Epoch 1714 | loss: 0.0309952 | val_loss: 0.0313258 | Time: 5051.02 ms [2022-04-01 11:08:34 main:574] : INFO : Epoch 1715 | loss: 0.0310092 | val_loss: 0.031326 | Time: 5048.78 ms [2022-04-01 11:08:39 main:574] : INFO : Epoch 1716 | loss: 0.0310245 | val_loss: 0.0313213 | Time: 5077.5 ms [2022-04-01 11:08:44 main:574] : INFO : Epoch 1717 | loss: 0.0310234 | val_loss: 0.0313217 | Time: 5066.47 ms [2022-04-01 11:08:49 main:574] : INFO : Epoch 1718 | loss: 0.0310118 | val_loss: 0.0313101 | Time: 5256.99 ms [2022-04-01 11:08:54 main:574] : INFO : Epoch 1719 | loss: 0.031002 | val_loss: 0.0313136 | Time: 5008.91 ms [2022-04-01 11:08:59 main:574] : INFO : Epoch 1720 | loss: 0.0309992 | val_loss: 0.0313242 | Time: 4941.11 ms [2022-04-01 11:09:04 main:574] : INFO : Epoch 1721 | loss: 0.0310024 | val_loss: 0.0313324 | Time: 5286.97 ms [2022-04-01 11:09:10 main:574] : INFO : Epoch 1722 | loss: 0.0309941 | val_loss: 0.0313163 | Time: 5099.51 ms [2022-04-01 11:09:15 main:574] : INFO : Epoch 1723 | loss: 0.0309939 | val_loss: 0.0313293 | Time: 5172.96 ms [2022-04-01 11:09:20 main:574] : INFO : Epoch 1724 | loss: 0.0309984 | val_loss: 0.0313285 | Time: 5079.87 ms [2022-04-01 11:09:25 main:574] : INFO : Epoch 1725 | loss: 0.0310032 | val_loss: 0.0313467 | Time: 5172.19 ms [2022-04-01 11:09:30 main:574] : INFO : Epoch 1726 | loss: 0.0309969 | val_loss: 0.0313462 | Time: 5175.88 ms [2022-04-01 11:09:36 main:574] : INFO : Epoch 1727 | loss: 0.0310014 | val_loss: 0.0313429 | Time: 5463.15 ms [2022-04-01 11:09:41 main:574] : INFO : Epoch 1728 | loss: 0.0309971 | val_loss: 0.0313487 | Time: 5037.64 ms [2022-04-01 11:09:46 main:574] : INFO : Epoch 1729 | loss: 0.0310021 | val_loss: 0.0313232 | Time: 5155.21 ms [2022-04-01 11:09:51 main:574] : INFO : Epoch 1730 | loss: 0.0310036 | val_loss: 0.0313162 | Time: 5185.2 ms [2022-04-01 11:09:56 main:574] : INFO : Epoch 1731 | loss: 0.0310023 | val_loss: 0.0313338 | Time: 5066.09 ms [2022-04-01 11:10:01 main:574] : INFO : Epoch 1732 | loss: 0.0309987 | val_loss: 0.0313098 | Time: 5199.24 ms [2022-04-01 11:10:06 main:574] : INFO : Epoch 1733 | loss: 0.0310041 | val_loss: 0.0313546 | Time: 5083.09 ms [2022-04-01 11:10:12 main:574] : INFO : Epoch 1734 | loss: 0.0310018 | val_loss: 0.0313196 | Time: 5177.68 ms [2022-04-01 11:10:17 main:574] : INFO : Epoch 1735 | loss: 0.0310023 | val_loss: 0.0313216 | Time: 5205.08 ms [2022-04-01 11:10:22 main:574] : INFO : Epoch 1736 | loss: 0.0310069 | val_loss: 0.0313521 | Time: 5054.28 ms [2022-04-01 11:10:27 main:574] : INFO : Epoch 1737 | loss: 0.0310009 | val_loss: 0.0313874 | Time: 5122.21 ms [2022-04-01 11:10:32 main:574] : INFO : Epoch 1738 | loss: 0.0310006 | val_loss: 0.0313021 | Time: 5164.64 ms [2022-04-01 11:10:37 main:574] : INFO : Epoch 1739 | loss: 0.0310062 | val_loss: 0.0313004 | Time: 5087.21 ms [2022-04-01 11:10:42 main:574] : INFO : Epoch 1740 | loss: 0.0310031 | val_loss: 0.0313195 | Time: 5013.27 ms [2022-04-01 11:10:47 main:574] : INFO : Epoch 1741 | loss: 0.0310005 | val_loss: 0.0313381 | Time: 5048.71 ms [2022-04-01 11:10:53 main:574] : INFO : Epoch 1742 | loss: 0.0309995 | val_loss: 0.0313029 | Time: 5211.14 ms [2022-04-01 11:10:58 main:574] : INFO : Epoch 1743 | loss: 0.0310088 | val_loss: 0.0313314 | Time: 5005.76 ms [2022-04-01 11:11:03 main:574] : INFO : Epoch 1744 | loss: 0.0310096 | val_loss: 0.0313319 | Time: 5211.67 ms [2022-04-01 11:11:08 main:574] : INFO : Epoch 1745 | loss: 0.030999 | val_loss: 0.0313218 | Time: 4948.84 ms [2022-04-01 11:11:13 main:574] : INFO : Epoch 1746 | loss: 0.0310034 | val_loss: 0.0313249 | Time: 5210.4 ms [2022-04-01 11:11:18 main:574] : INFO : Epoch 1747 | loss: 0.0310004 | val_loss: 0.0313231 | Time: 5090.66 ms [2022-04-01 11:11:23 main:574] : INFO : Epoch 1748 | loss: 0.0310028 | val_loss: 0.0313428 | Time: 5257.85 ms [2022-04-01 11:11:28 main:574] : INFO : Epoch 1749 | loss: 0.0310025 | val_loss: 0.0313405 | Time: 5119.35 ms [2022-04-01 11:11:34 main:574] : INFO : Epoch 1750 | loss: 0.0310049 | val_loss: 0.0313254 | Time: 5220.64 ms [2022-04-01 11:11:39 main:574] : INFO : Epoch 1751 | loss: 0.0310156 | val_loss: 0.0313255 | Time: 4984.43 ms [2022-04-01 11:11:44 main:574] : INFO : Epoch 1752 | loss: 0.031002 | val_loss: 0.0313439 | Time: 5079.92 ms [2022-04-01 11:11:49 main:574] : INFO : Epoch 1753 | loss: 0.0310043 | val_loss: 0.0313195 | Time: 5184.43 ms [2022-04-01 11:11:54 main:574] : INFO : Epoch 1754 | loss: 0.0310048 | val_loss: 0.0312909 | Time: 5237.44 ms [2022-04-01 11:11:59 main:574] : INFO : Epoch 1755 | loss: 0.0310323 | val_loss: 0.0313228 | Time: 4921.73 ms [2022-04-01 11:12:04 main:574] : INFO : Epoch 1756 | loss: 0.0310102 | val_loss: 0.0313249 | Time: 5197.19 ms [2022-04-01 11:12:09 main:574] : INFO : Epoch 1757 | loss: 0.0310011 | val_loss: 0.0313245 | Time: 5134.31 ms [2022-04-01 11:12:14 main:574] : INFO : Epoch 1758 | loss: 0.0309969 | val_loss: 0.0312969 | Time: 5010.15 ms [2022-04-01 11:12:20 main:574] : INFO : Epoch 1759 | loss: 0.0309972 | val_loss: 0.0313346 | Time: 5102.85 ms [2022-04-01 11:12:25 main:574] : INFO : Epoch 1760 | loss: 0.0309923 | val_loss: 0.0313667 | Time: 5121.35 ms [2022-04-01 11:12:30 main:574] : INFO : Epoch 1761 | loss: 0.030993 | val_loss: 0.0313324 | Time: 5093.94 ms [2022-04-01 11:12:35 main:574] : INFO : Epoch 1762 | loss: 0.0309952 | val_loss: 0.0313542 | Time: 5127.22 ms [2022-04-01 11:12:40 main:574] : INFO : Epoch 1763 | loss: 0.0309907 | val_loss: 0.0313475 | Time: 5097.4 ms [2022-04-01 11:12:45 main:574] : INFO : Epoch 1764 | loss: 0.0309962 | val_loss: 0.031337 | Time: 5008.1 ms [2022-04-01 11:12:50 main:574] : INFO : Epoch 1765 | loss: 0.0310029 | val_loss: 0.0313322 | Time: 4951.96 ms [2022-04-01 11:12:55 main:574] : INFO : Epoch 1766 | loss: 0.030998 | val_loss: 0.0313182 | Time: 5103.55 ms [2022-04-01 11:13:00 main:574] : INFO : Epoch 1767 | loss: 0.0309996 | val_loss: 0.0313334 | Time: 5043.22 ms [2022-04-01 11:13:05 main:574] : INFO : Epoch 1768 | loss: 0.0309964 | val_loss: 0.0313722 | Time: 5131.67 ms [2022-04-01 11:13:10 main:574] : INFO : Epoch 1769 | loss: 0.0310106 | val_loss: 0.0313323 | Time: 5049.95 ms [2022-04-01 11:13:15 main:574] : INFO : Epoch 1770 | loss: 0.0310081 | val_loss: 0.0313447 | Time: 5082.11 ms [2022-04-01 11:13:21 main:574] : INFO : Epoch 1771 | loss: 0.0310025 | val_loss: 0.0313241 | Time: 5124.51 ms [2022-04-01 11:13:26 main:574] : INFO : Epoch 1772 | loss: 0.0310051 | val_loss: 0.031331 | Time: 5119.97 ms [2022-04-01 11:13:31 main:574] : INFO : Epoch 1773 | loss: 0.0310027 | val_loss: 0.0313176 | Time: 5061.18 ms [2022-04-01 11:13:36 main:574] : INFO : Epoch 1774 | loss: 0.031001 | val_loss: 0.0313261 | Time: 5091.96 ms [2022-04-01 11:13:41 main:574] : INFO : Epoch 1775 | loss: 0.0310005 | val_loss: 0.0313355 | Time: 4955.29 ms [2022-04-01 11:13:46 main:574] : INFO : Epoch 1776 | loss: 0.0309961 | val_loss: 0.0313165 | Time: 5055.45 ms [2022-04-01 11:13:51 main:574] : INFO : Epoch 1777 | loss: 0.0310039 | val_loss: 0.0312861 | Time: 5130.48 ms [2022-04-01 11:13:56 main:574] : INFO : Epoch 1778 | loss: 0.0310191 | val_loss: 0.0313208 | Time: 5135.43 ms [2022-04-01 11:14:01 main:574] : INFO : Epoch 1779 | loss: 0.031015 | val_loss: 0.0312992 | Time: 5237.66 ms [2022-04-01 11:14:07 main:574] : INFO : Epoch 1780 | loss: 0.0310072 | val_loss: 0.0313144 | Time: 5134.14 ms [2022-04-01 11:14:12 main:574] : INFO : Epoch 1781 | loss: 0.0310111 | val_loss: 0.0312905 | Time: 5127.76 ms [2022-04-01 11:14:17 main:574] : INFO : Epoch 1782 | loss: 0.0310173 | val_loss: 0.031339 | Time: 5003.56 ms [2022-04-01 11:14:22 main:574] : INFO : Epoch 1783 | loss: 0.0310113 | val_loss: 0.0313323 | Time: 5199.05 ms [2022-04-01 11:14:27 main:574] : INFO : Epoch 1784 | loss: 0.0310076 | val_loss: 0.0313409 | Time: 4960.11 ms [2022-04-01 11:14:32 main:574] : INFO : Epoch 1785 | loss: 0.0309947 | val_loss: 0.0313047 | Time: 5160.66 ms [2022-04-01 11:14:37 main:574] : INFO : Epoch 1786 | loss: 0.0309986 | val_loss: 0.0313367 | Time: 5236.98 ms [2022-04-01 11:14:43 main:574] : INFO : Epoch 1787 | loss: 0.0309963 | val_loss: 0.0313492 | Time: 5229.14 ms [2022-04-01 11:14:48 main:574] : INFO : Epoch 1788 | loss: 0.0309975 | val_loss: 0.0313388 | Time: 5213.53 ms [2022-04-01 11:14:53 main:574] : INFO : Epoch 1789 | loss: 0.0309937 | val_loss: 0.0313429 | Time: 5090.78 ms [2022-04-01 11:14:58 main:574] : INFO : Epoch 1790 | loss: 0.0309983 | val_loss: 0.0313427 | Time: 5104.14 ms [2022-04-01 11:15:03 main:574] : INFO : Epoch 1791 | loss: 0.0310025 | val_loss: 0.0313067 | Time: 5133.11 ms [2022-04-01 11:15:08 main:574] : INFO : Epoch 1792 | loss: 0.0310141 | val_loss: 0.0313087 | Time: 5070.79 ms [2022-04-01 11:15:13 main:574] : INFO : Epoch 1793 | loss: 0.0310224 | val_loss: 0.0312978 | Time: 5145.99 ms [2022-04-01 11:15:18 main:574] : INFO : Epoch 1794 | loss: 0.0310102 | val_loss: 0.0313395 | Time: 5083.25 ms [2022-04-01 11:15:23 main:574] : INFO : Epoch 1795 | loss: 0.0310045 | val_loss: 0.0313014 | Time: 5096.06 ms [2022-04-01 11:15:29 main:574] : INFO : Epoch 1796 | loss: 0.0309948 | val_loss: 0.0313771 | Time: 5047.05 ms [2022-04-01 11:15:33 main:574] : INFO : Epoch 1797 | loss: 0.0310017 | val_loss: 0.0313397 | Time: 4936.41 ms [2022-04-01 11:15:39 main:574] : INFO : Epoch 1798 | loss: 0.031 | val_loss: 0.0313286 | Time: 5130.22 ms [2022-04-01 11:15:44 main:574] : INFO : Epoch 1799 | loss: 0.0310013 | val_loss: 0.031303 | Time: 5103.74 ms [2022-04-01 11:15:49 main:574] : INFO : Epoch 1800 | loss: 0.031002 | val_loss: 0.0313602 | Time: 5095.5 ms [2022-04-01 11:15:54 main:574] : INFO : Epoch 1801 | loss: 0.0309966 | val_loss: 0.0313394 | Time: 5077.44 ms [2022-04-01 11:15:59 main:574] : INFO : Epoch 1802 | loss: 0.0309871 | val_loss: 0.0313473 | Time: 5098.07 ms [2022-04-01 11:16:04 main:574] : INFO : Epoch 1803 | loss: 0.031005 | val_loss: 0.0313308 | Time: 5101.44 ms [2022-04-01 11:16:09 main:574] : INFO : Epoch 1804 | loss: 0.0310024 | val_loss: 0.0313753 | Time: 5095.29 ms [2022-04-01 11:16:14 main:574] : INFO : Epoch 1805 | loss: 0.0315276 | val_loss: 0.0325292 | Time: 5162.17 ms [2022-04-01 11:16:20 main:574] : INFO : Epoch 1806 | loss: 0.032501 | val_loss: 0.0340262 | Time: 5186.35 ms [2022-04-01 11:16:25 main:574] : INFO : Epoch 1807 | loss: 0.0332006 | val_loss: 0.0318013 | Time: 5126.4 ms [2022-04-01 11:16:30 main:574] : INFO : Epoch 1808 | loss: 0.0316744 | val_loss: 0.031366 | Time: 5208.83 ms [2022-04-01 11:16:35 main:574] : INFO : Epoch 1809 | loss: 0.031328 | val_loss: 0.0312782 | Time: 5054.15 ms [2022-04-01 11:16:40 main:574] : INFO : Epoch 1810 | loss: 0.0312652 | val_loss: 0.0312598 | Time: 5015.34 ms [2022-04-01 11:16:45 main:574] : INFO : Epoch 1811 | loss: 0.0312547 | val_loss: 0.0312526 | Time: 5074.46 ms [2022-04-01 11:16:50 main:574] : INFO : Epoch 1812 | loss: 0.0312517 | val_loss: 0.0312515 | Time: 5141.55 ms [2022-04-01 11:16:56 main:574] : INFO : Epoch 1813 | loss: 0.0312509 | val_loss: 0.031251 | Time: 5292.57 ms [2022-04-01 11:17:01 main:574] : INFO : Epoch 1814 | loss: 0.0312506 | val_loss: 0.0312508 | Time: 5240.17 ms [2022-04-01 11:17:06 main:574] : INFO : Epoch 1815 | loss: 0.0312507 | val_loss: 0.0312508 | Time: 5172.02 ms [2022-04-01 11:17:11 main:574] : INFO : Epoch 1816 | loss: 0.0312504 | val_loss: 0.0312507 | Time: 5146.66 ms [2022-04-01 11:17:16 main:574] : INFO : Epoch 1817 | loss: 0.0312508 | val_loss: 0.031251 | Time: 5195.82 ms [2022-04-01 11:17:21 main:574] : INFO : Epoch 1818 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 4974.09 ms [2022-04-01 11:17:26 main:574] : INFO : Epoch 1819 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5097.75 ms [2022-04-01 11:17:31 main:574] : INFO : Epoch 1820 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5047.67 ms [2022-04-01 11:17:37 main:574] : INFO : Epoch 1821 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5108.64 ms [2022-04-01 11:17:42 main:574] : INFO : Epoch 1822 | loss: 0.0312502 | val_loss: 0.0312509 | Time: 5087.36 ms [2022-04-01 11:17:47 main:574] : INFO : Epoch 1823 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 4973.25 ms [2022-04-01 11:17:52 main:574] : INFO : Epoch 1824 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 5131.22 ms [2022-04-01 11:17:57 main:574] : INFO : Epoch 1825 | loss: 0.0312505 | val_loss: 0.0312511 | Time: 5097.76 ms [2022-04-01 11:18:02 main:574] : INFO : Epoch 1826 | loss: 0.0312503 | val_loss: 0.0312503 | Time: 5141.71 ms [2022-04-01 11:18:07 main:574] : INFO : Epoch 1827 | loss: 0.0312498 | val_loss: 0.0312507 | Time: 5142.6 ms [2022-04-01 11:18:12 main:574] : INFO : Epoch 1828 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5020.61 ms [2022-04-01 11:18:17 main:574] : INFO : Epoch 1829 | loss: 0.0312498 | val_loss: 0.0312506 | Time: 5029.84 ms [2022-04-01 11:18:22 main:574] : INFO : Epoch 1830 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5076 ms [2022-04-01 11:18:27 main:574] : INFO : Epoch 1831 | loss: 0.0312502 | val_loss: 0.0312505 | Time: 5123 ms [2022-04-01 11:18:33 main:574] : INFO : Epoch 1832 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5059.18 ms [2022-04-01 11:18:38 main:574] : INFO : Epoch 1833 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5225.71 ms [2022-04-01 11:18:43 main:574] : INFO : Epoch 1834 | loss: 0.03125 | val_loss: 0.0312509 | Time: 5202.81 ms [2022-04-01 11:18:48 main:574] : INFO : Epoch 1835 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5123.42 ms [2022-04-01 11:18:53 main:574] : INFO : Epoch 1836 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5263.99 ms [2022-04-01 11:18:59 main:574] : INFO : Epoch 1837 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5155.12 ms [2022-04-01 11:19:04 main:574] : INFO : Epoch 1838 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5321.19 ms [2022-04-01 11:19:09 main:574] : INFO : Epoch 1839 | loss: 0.0312505 | val_loss: 0.0312505 | Time: 5347.81 ms [2022-04-01 11:19:14 main:574] : INFO : Epoch 1840 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5091.66 ms [2022-04-01 11:19:19 main:574] : INFO : Epoch 1841 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5125.36 ms [2022-04-01 11:19:25 main:574] : INFO : Epoch 1842 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5170.4 ms [2022-04-01 11:19:30 main:574] : INFO : Epoch 1843 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5119.11 ms [2022-04-01 11:19:35 main:574] : INFO : Epoch 1844 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5071.49 ms [2022-04-01 11:19:40 main:574] : INFO : Epoch 1845 | loss: 0.0312502 | val_loss: 0.0312503 | Time: 5137.06 ms [2022-04-01 11:19:45 main:574] : INFO : Epoch 1846 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5106.54 ms [2022-04-01 11:19:50 main:574] : INFO : Epoch 1847 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5020.46 ms [2022-04-01 11:19:55 main:574] : INFO : Epoch 1848 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5104.14 ms [2022-04-01 11:20:00 main:574] : INFO : Epoch 1849 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5010.13 ms [2022-04-01 11:20:05 main:574] : INFO : Epoch 1850 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5130.84 ms [2022-04-01 11:20:10 main:574] : INFO : Epoch 1851 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5105.79 ms [2022-04-01 11:20:16 main:574] : INFO : Epoch 1852 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5048.27 ms [2022-04-01 11:20:21 main:574] : INFO : Epoch 1853 | loss: 0.0312503 | val_loss: 0.0312507 | Time: 5045.17 ms [2022-04-01 11:20:26 main:574] : INFO : Epoch 1854 | loss: 0.0312503 | val_loss: 0.0312504 | Time: 5075.89 ms [2022-04-01 11:20:31 main:574] : INFO : Epoch 1855 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5063.9 ms [2022-04-01 11:20:36 main:574] : INFO : Epoch 1856 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5365.51 ms [2022-04-01 11:20:41 main:574] : INFO : Epoch 1857 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 4982.63 ms [2022-04-01 11:20:46 main:574] : INFO : Epoch 1858 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5335.64 ms [2022-04-01 11:20:52 main:574] : INFO : Epoch 1859 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5475.02 ms [2022-04-01 11:20:57 main:574] : INFO : Epoch 1860 | loss: 0.03125 | val_loss: 0.0312516 | Time: 4930.52 ms [2022-04-01 11:21:02 main:574] : INFO : Epoch 1861 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5231.14 ms [2022-04-01 11:21:07 main:574] : INFO : Epoch 1862 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5223.71 ms [2022-04-01 11:21:13 main:574] : INFO : Epoch 1863 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5239.64 ms [2022-04-01 11:21:18 main:574] : INFO : Epoch 1864 | loss: 0.0312503 | val_loss: 0.0312506 | Time: 5086.25 ms [2022-04-01 11:21:23 main:574] : INFO : Epoch 1865 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5108.57 ms [2022-04-01 11:21:28 main:574] : INFO : Epoch 1866 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5086.06 ms [2022-04-01 11:21:33 main:574] : INFO : Epoch 1867 | loss: 0.0312501 | val_loss: 0.0312524 | Time: 5061.31 ms [2022-04-01 11:21:38 main:574] : INFO : Epoch 1868 | loss: 0.0312503 | val_loss: 0.0312501 | Time: 5138.31 ms [2022-04-01 11:21:43 main:574] : INFO : Epoch 1869 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5039.05 ms [2022-04-01 11:21:48 main:574] : INFO : Epoch 1870 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4986.01 ms [2022-04-01 11:21:53 main:574] : INFO : Epoch 1871 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5042.5 ms [2022-04-01 11:21:58 main:574] : INFO : Epoch 1872 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5134.03 ms [2022-04-01 11:22:03 main:574] : INFO : Epoch 1873 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5069.48 ms [2022-04-01 11:22:08 main:574] : INFO : Epoch 1874 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5104.95 ms [2022-04-01 11:22:14 main:574] : INFO : Epoch 1875 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5124.24 ms [2022-04-01 11:22:19 main:574] : INFO : Epoch 1876 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5086.45 ms [2022-04-01 11:22:24 main:574] : INFO : Epoch 1877 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5104.76 ms [2022-04-01 11:22:29 main:574] : INFO : Epoch 1878 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5018.59 ms [2022-04-01 11:22:34 main:574] : INFO : Epoch 1879 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5026.39 ms [2022-04-01 11:22:39 main:574] : INFO : Epoch 1880 | loss: 0.0312499 | val_loss: 0.0312504 | Time: 5042.74 ms [2022-04-01 11:22:44 main:574] : INFO : Epoch 1881 | loss: 0.0312501 | val_loss: 0.0312503 | Time: 5022.48 ms [2022-04-01 11:22:49 main:574] : INFO : Epoch 1882 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5160.54 ms [2022-04-01 11:22:54 main:574] : INFO : Epoch 1883 | loss: 0.0312507 | val_loss: 0.0312512 | Time: 5086.7 ms [2022-04-01 11:22:59 main:574] : INFO : Epoch 1884 | loss: 0.0312508 | val_loss: 0.0312504 | Time: 5103.2 ms [2022-04-01 11:23:04 main:574] : INFO : Epoch 1885 | loss: 0.03125 | val_loss: 0.0312501 | Time: 5041.25 ms [2022-04-01 11:23:09 main:574] : INFO : Epoch 1886 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5066.48 ms [2022-04-01 11:23:15 main:574] : INFO : Epoch 1887 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5146.44 ms [2022-04-01 11:23:20 main:574] : INFO : Epoch 1888 | loss: 0.0312509 | val_loss: 0.0312508 | Time: 5149.07 ms [2022-04-01 11:23:25 main:574] : INFO : Epoch 1889 | loss: 0.0312505 | val_loss: 0.0312509 | Time: 5253.1 ms [2022-04-01 11:23:30 main:574] : INFO : Epoch 1890 | loss: 0.0312502 | val_loss: 0.0312513 | Time: 5064.37 ms [2022-04-01 11:23:35 main:574] : INFO : Epoch 1891 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 4930.94 ms [2022-04-01 11:23:40 main:574] : INFO : Epoch 1892 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 5275.66 ms [2022-04-01 11:23:45 main:574] : INFO : Epoch 1893 | loss: 0.0312499 | val_loss: 0.03125 | Time: 5097.43 ms [2022-04-01 11:23:51 main:574] : INFO : Epoch 1894 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5231.32 ms [2022-04-01 11:23:56 main:574] : INFO : Epoch 1895 | loss: 0.03125 | val_loss: 0.0312501 | Time: 5138.2 ms [2022-04-01 11:24:01 main:574] : INFO : Epoch 1896 | loss: 0.0312498 | val_loss: 0.03125 | Time: 5100.71 ms [2022-04-01 11:24:06 main:574] : INFO : Epoch 1897 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5129.1 ms [2022-04-01 11:24:11 main:574] : INFO : Epoch 1898 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5087.58 ms [2022-04-01 11:24:16 main:574] : INFO : Epoch 1899 | loss: 0.0312499 | val_loss: 0.0312503 | Time: 5091.64 ms [2022-04-01 11:24:21 main:574] : INFO : Epoch 1900 | loss: 0.0312498 | val_loss: 0.03125 | Time: 5158.46 ms [2022-04-01 11:24:27 main:574] : INFO : Epoch 1901 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 5170.7 ms [2022-04-01 11:24:32 main:574] : INFO : Epoch 1902 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5060.58 ms [2022-04-01 11:24:37 main:574] : INFO : Epoch 1903 | loss: 0.0312499 | val_loss: 0.0312505 | Time: 4961.21 ms [2022-04-01 11:24:42 main:574] : INFO : Epoch 1904 | loss: 0.0312501 | val_loss: 0.0312515 | Time: 5026.61 ms [2022-04-01 11:24:47 main:574] : INFO : Epoch 1905 | loss: 0.0312501 | val_loss: 0.0312504 | Time: 5033.76 ms [2022-04-01 11:24:52 main:574] : INFO : Epoch 1906 | loss: 0.03125 | val_loss: 0.0312515 | Time: 5092.75 ms [2022-04-01 11:24:57 main:574] : INFO : Epoch 1907 | loss: 0.0312506 | val_loss: 0.0312522 | Time: 5064.16 ms [2022-04-01 11:25:02 main:574] : INFO : Epoch 1908 | loss: 0.0312508 | val_loss: 0.0312511 | Time: 5036.94 ms [2022-04-01 11:25:07 main:574] : INFO : Epoch 1909 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5041.83 ms [2022-04-01 11:25:12 main:574] : INFO : Epoch 1910 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5078.47 ms [2022-04-01 11:25:17 main:574] : INFO : Epoch 1911 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5096 ms [2022-04-01 11:25:22 main:574] : INFO : Epoch 1912 | loss: 0.0312499 | val_loss: 0.03125 | Time: 5093.46 ms [2022-04-01 11:25:27 main:574] : INFO : Epoch 1913 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5160.94 ms [2022-04-01 11:25:32 main:574] : INFO : Epoch 1914 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5104.73 ms [2022-04-01 11:25:38 main:574] : INFO : Epoch 1915 | loss: 0.0312502 | val_loss: 0.0312501 | Time: 5123.3 ms [2022-04-01 11:25:43 main:574] : INFO : Epoch 1916 | loss: 0.0312497 | val_loss: 0.0312506 | Time: 5270.36 ms [2022-04-01 11:25:48 main:574] : INFO : Epoch 1917 | loss: 0.0312498 | val_loss: 0.03125 | Time: 5100.83 ms [2022-04-01 11:25:53 main:574] : INFO : Epoch 1918 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5210.59 ms [2022-04-01 11:25:58 main:574] : INFO : Epoch 1919 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5166.77 ms [2022-04-01 11:26:04 main:574] : INFO : Epoch 1920 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5113.84 ms [2022-04-01 11:26:09 main:574] : INFO : Epoch 1921 | loss: 0.03125 | val_loss: 0.0312549 | Time: 5450.16 ms [2022-04-01 11:26:14 main:574] : INFO : Epoch 1922 | loss: 0.031251 | val_loss: 0.0312503 | Time: 5171.14 ms [2022-04-01 11:26:19 main:574] : INFO : Epoch 1923 | loss: 0.0312501 | val_loss: 0.031251 | Time: 5121.2 ms [2022-04-01 11:26:24 main:574] : INFO : Epoch 1924 | loss: 0.0312501 | val_loss: 0.0312506 | Time: 5154.43 ms [2022-04-01 11:26:30 main:574] : INFO : Epoch 1925 | loss: 0.0312504 | val_loss: 0.0312502 | Time: 5071.84 ms [2022-04-01 11:26:35 main:574] : INFO : Epoch 1926 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5148.16 ms [2022-04-01 11:26:40 main:574] : INFO : Epoch 1927 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5114.71 ms [2022-04-01 11:26:45 main:574] : INFO : Epoch 1928 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5082.73 ms [2022-04-01 11:26:50 main:574] : INFO : Epoch 1929 | loss: 0.0312505 | val_loss: 0.0312507 | Time: 5114.58 ms [2022-04-01 11:26:55 main:574] : INFO : Epoch 1930 | loss: 0.0312505 | val_loss: 0.0312504 | Time: 5062.33 ms [2022-04-01 11:27:00 main:574] : INFO : Epoch 1931 | loss: 0.0312497 | val_loss: 0.0312504 | Time: 5081.95 ms [2022-04-01 11:27:05 main:574] : INFO : Epoch 1932 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5054.93 ms [2022-04-01 11:27:10 main:574] : INFO : Epoch 1933 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5147.64 ms [2022-04-01 11:27:16 main:574] : INFO : Epoch 1934 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 5121.96 ms [2022-04-01 11:27:21 main:574] : INFO : Epoch 1935 | loss: 0.0312501 | val_loss: 0.03125 | Time: 5097.05 ms [2022-04-01 11:27:26 main:574] : INFO : Epoch 1936 | loss: 0.0312504 | val_loss: 0.0312517 | Time: 5398.28 ms [2022-04-01 11:27:31 main:574] : INFO : Epoch 1937 | loss: 0.0312504 | val_loss: 0.03125 | Time: 4997.95 ms [2022-04-01 11:27:36 main:574] : INFO : Epoch 1938 | loss: 0.0312497 | val_loss: 0.03125 | Time: 5196.59 ms [2022-04-01 11:27:42 main:574] : INFO : Epoch 1939 | loss: 0.0312501 | val_loss: 0.0312528 | Time: 5277.78 ms [2022-04-01 11:27:47 main:574] : INFO : Epoch 1940 | loss: 0.0312507 | val_loss: 0.0312505 | Time: 5311.67 ms [2022-04-01 11:27:52 main:574] : INFO : Epoch 1941 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5393.42 ms [2022-04-01 11:27:57 main:574] : INFO : Epoch 1942 | loss: 0.0312497 | val_loss: 0.03125 | Time: 5160.62 ms [2022-04-01 11:28:03 main:574] : INFO : Epoch 1943 | loss: 0.0312507 | val_loss: 0.0312516 | Time: 5180.18 ms [2022-04-01 11:28:08 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312512 | Time: 5109.94 ms [2022-04-01 11:28:13 main:574] : INFO : Epoch 1945 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5044.93 ms [2022-04-01 11:28:18 main:574] : INFO : Epoch 1946 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5162.85 ms [2022-04-01 11:28:23 main:574] : INFO : Epoch 1947 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5147.02 ms [2022-04-01 11:28:28 main:574] : INFO : Epoch 1948 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5162.88 ms [2022-04-01 11:28:33 main:574] : INFO : Epoch 1949 | loss: 0.0312497 | val_loss: 0.0312509 | Time: 5080.86 ms [2022-04-01 11:28:38 main:574] : INFO : Epoch 1950 | loss: 0.0312502 | val_loss: 0.03125 | Time: 5134.76 ms [2022-04-01 11:28:44 main:574] : INFO : Epoch 1951 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5133.17 ms [2022-04-01 11:28:49 main:574] : INFO : Epoch 1952 | loss: 0.03125 | val_loss: 0.03125 | Time: 5113.12 ms [2022-04-01 11:28:54 main:574] : INFO : Epoch 1953 | loss: 0.0312504 | val_loss: 0.0312512 | Time: 5269.59 ms [2022-04-01 11:28:59 main:574] : INFO : Epoch 1954 | loss: 0.0312502 | val_loss: 0.0312502 | Time: 5374.46 ms [2022-04-01 11:29:05 main:574] : INFO : Epoch 1955 | loss: 0.0312499 | val_loss: 0.0312506 | Time: 5427.14 ms [2022-04-01 11:29:10 main:574] : INFO : Epoch 1956 | loss: 0.0312499 | val_loss: 0.0312508 | Time: 4877.46 ms [2022-04-01 11:29:15 main:574] : INFO : Epoch 1957 | loss: 0.0312502 | val_loss: 0.0312504 | Time: 5213.61 ms [2022-04-01 11:29:20 main:574] : INFO : Epoch 1958 | loss: 0.0312503 | val_loss: 0.0312521 | Time: 5114.03 ms [2022-04-01 11:29:25 main:574] : INFO : Epoch 1959 | loss: 0.0312508 | val_loss: 0.0312503 | Time: 5006.62 ms [2022-04-01 11:29:30 main:574] : INFO : Epoch 1960 | loss: 0.0312497 | val_loss: 0.0312502 | Time: 5134.74 ms [2022-04-01 11:29:35 main:574] : INFO : Epoch 1961 | loss: 0.0312498 | val_loss: 0.03125 | Time: 4973.34 ms [2022-04-01 11:29:40 main:574] : INFO : Epoch 1962 | loss: 0.0312498 | val_loss: 0.0312503 | Time: 5261.19 ms [2022-04-01 11:29:46 main:574] : INFO : Epoch 1963 | loss: 0.0312498 | val_loss: 0.0312513 | Time: 5213.82 ms [2022-04-01 11:29:51 main:574] : INFO : Epoch 1964 | loss: 0.0312498 | val_loss: 0.0312502 | Time: 5113.22 ms [2022-04-01 11:29:56 main:574] : INFO : Epoch 1965 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5078.27 ms [2022-04-01 11:30:01 main:574] : INFO : Epoch 1966 | loss: 0.0312501 | val_loss: 0.03125 | Time: 5164.32 ms [2022-04-01 11:30:06 main:574] : INFO : Epoch 1967 | loss: 0.03125 | val_loss: 0.0312508 | Time: 5036.28 ms [2022-04-01 11:30:11 main:574] : INFO : Epoch 1968 | loss: 0.0312506 | val_loss: 0.0312506 | Time: 5099.62 ms [2022-04-01 11:30:16 main:574] : INFO : Epoch 1969 | loss: 0.0312503 | val_loss: 0.0312502 | Time: 5064.78 ms [2022-04-01 11:30:21 main:574] : INFO : Epoch 1970 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5088.91 ms [2022-04-01 11:30:27 main:574] : INFO : Epoch 1971 | loss: 0.03125 | val_loss: 0.0312502 | Time: 5141.6 ms [2022-04-01 11:30:32 main:574] : INFO : Epoch 1972 | loss: 0.0312496 | val_loss: 0.03125 | Time: 5048.21 ms [2022-04-01 11:30:37 main:574] : INFO : Epoch 1973 | loss: 0.0312505 | val_loss: 0.0312528 | Time: 5099.53 ms [2022-04-01 11:30:42 main:574] : INFO : Epoch 1974 | loss: 0.0312513 | val_loss: 0.0312509 | Time: 5068.54 ms [2022-04-01 11:30:47 main:574] : INFO : Epoch 1975 | loss: 0.0312501 | val_loss: 0.03125 | Time: 5181.76 ms [2022-04-01 11:30:52 main:574] : INFO : Epoch 1976 | loss: 0.03125 | val_loss: 0.0312505 | Time: 5295.24 ms [2022-04-01 11:30:57 main:574] : INFO : Epoch 1977 | loss: 0.0312498 | val_loss: 0.03125 | Time: 5213.63 ms [2022-04-01 11:31:03 main:574] : INFO : Epoch 1978 | loss: 0.0312502 | val_loss: 0.0312506 | Time: 5186.82 ms [2022-04-01 11:31:08 main:574] : INFO : Epoch 1979 | loss: 0.0312497 | val_loss: 0.0312503 | Time: 5267.79 ms [2022-04-01 11:31:13 main:574] : INFO : Epoch 1980 | loss: 0.0312499 | val_loss: 0.0312501 | Time: 5309.95 ms [2022-04-01 11:31:19 main:574] : INFO : Epoch 1981 | loss: 0.0312498 | val_loss: 0.0312501 | Time: 5288.24 ms [2022-04-01 11:31:24 main:574] : INFO : Epoch 1982 | loss: 0.0312499 | val_loss: 0.0312517 | Time: 5056.29 ms [2022-04-01 11:31:29 main:574] : INFO : Epoch 1983 | loss: 0.0312501 | val_loss: 0.0312502 | Time: 5167.53 ms [2022-04-01 11:31:34 main:574] : INFO : Epoch 1984 | loss: 0.0312501 | val_loss: 0.0312499 | Time: 5080.85 ms [2022-04-01 11:31:39 main:574] : INFO : Epoch 1985 | loss: 0.03125 | val_loss: 0.0312506 | Time: 5060.62 ms [2022-04-01 11:31:44 main:574] : INFO : Epoch 1986 | loss: 0.03125 | val_loss: 0.0312515 | Time: 5061.07 ms [2022-04-01 11:31:49 main:574] : INFO : Epoch 1987 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5082.48 ms [2022-04-01 11:31:54 main:574] : INFO : Epoch 1988 | loss: 0.0312498 | val_loss: 0.0312504 | Time: 5006.16 ms [2022-04-01 11:31:59 main:574] : INFO : Epoch 1989 | loss: 0.0312504 | val_loss: 0.0312504 | Time: 5055.93 ms [2022-04-01 11:32:04 main:574] : INFO : Epoch 1990 | loss: 0.03125 | val_loss: 0.0312504 | Time: 5072.15 ms [2022-04-01 11:32:09 main:574] : INFO : Epoch 1991 | loss: 0.0312502 | val_loss: 0.0312514 | Time: 5107.71 ms [2022-04-01 11:32:14 main:574] : INFO : Epoch 1992 | loss: 0.0312503 | val_loss: 0.0312505 | Time: 5031.19 ms [2022-04-01 11:32:20 main:574] : INFO : Epoch 1993 | loss: 0.0312499 | val_loss: 0.0312512 | Time: 5136.19 ms [2022-04-01 11:32:25 main:574] : INFO : Epoch 1994 | loss: 0.0312499 | val_loss: 0.0312507 | Time: 5080.83 ms [2022-04-01 11:32:30 main:574] : INFO : Epoch 1995 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5073.72 ms [2022-04-01 11:32:35 main:574] : INFO : Epoch 1996 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5096.78 ms [2022-04-01 11:32:40 main:574] : INFO : Epoch 1997 | loss: 0.03125 | val_loss: 0.0312507 | Time: 5121.48 ms [2022-04-01 11:32:45 main:574] : INFO : Epoch 1998 | loss: 0.0312499 | val_loss: 0.0312518 | Time: 4999.21 ms [2022-04-01 11:32:50 main:574] : INFO : Epoch 1999 | loss: 0.0312502 | val_loss: 0.0312512 | Time: 5048.97 ms [2022-04-01 11:32:55 main:574] : INFO : Epoch 2000 | loss: 0.0312499 | val_loss: 0.03125 | Time: 5067.74 ms [2022-04-01 11:33:00 main:574] : INFO : Epoch 2001 | loss: 0.0312498 | val_loss: 0.03125 | Time: 5048.12 ms [2022-04-01 11:33:05 main:574] : INFO : Epoch 2002 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 5086.12 ms [2022-04-01 11:33:10 main:574] : INFO : Epoch 2003 | loss: 0.0312495 | val_loss: 0.0312509 | Time: 5064.45 ms [2022-04-01 11:33:16 main:574] : INFO : Epoch 2004 | loss: 0.0312503 | val_loss: 0.0312499 | Time: 5254.32 ms [2022-04-01 11:33:21 main:574] : INFO : Epoch 2005 | loss: 0.0312499 | val_loss: 0.031251 | Time: 5222.04 ms [2022-04-01 11:33:26 main:574] : INFO : Epoch 2006 | loss: 0.0312508 | val_loss: 0.0312514 | Time: 5118.44 ms [2022-04-01 11:33:31 main:574] : INFO : Epoch 2007 | loss: 0.0312514 | val_loss: 0.031253 | Time: 5153.67 ms [2022-04-01 11:33:36 main:574] : INFO : Epoch 2008 | loss: 0.0312514 | val_loss: 0.0312502 | Time: 5306.32 ms [2022-04-01 11:33:41 main:574] : INFO : Epoch 2009 | loss: 0.0312504 | val_loss: 0.0312508 | Time: 5123.83 ms [2022-04-01 11:33:46 main:574] : INFO : Epoch 2010 | loss: 0.0312502 | val_loss: 0.0312507 | Time: 5020.88 ms [2022-04-01 11:33:52 main:574] : INFO : Epoch 2011 | loss: 0.0312507 | val_loss: 0.0312502 | Time: 5097.76 ms [2022-04-01 11:33:57 main:574] : INFO : Epoch 2012 | loss: 0.0312501 | val_loss: 0.03125 | Time: 5652.22 ms [2022-04-01 11:34:02 main:574] : INFO : Epoch 2013 | loss: 0.0312504 | val_loss: 0.0312499 | Time: 5058.59 ms [2022-04-01 11:34:07 main:574] : INFO : Epoch 2014 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5072.58 ms [2022-04-01 11:34:13 main:574] : INFO : Epoch 2015 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5179.18 ms [2022-04-01 11:34:18 main:574] : INFO : Epoch 2016 | loss: 0.0312498 | val_loss: 0.0312519 | Time: 5002.06 ms [2022-04-01 11:34:23 main:574] : INFO : Epoch 2017 | loss: 0.0312504 | val_loss: 0.0312505 | Time: 5048.09 ms [2022-04-01 11:34:28 main:574] : INFO : Epoch 2018 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5091 ms [2022-04-01 11:34:33 main:574] : INFO : Epoch 2019 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5090.26 ms [2022-04-01 11:34:38 main:574] : INFO : Epoch 2020 | loss: 0.0312503 | val_loss: 0.03125 | Time: 5120.1 ms [2022-04-01 11:34:43 main:574] : INFO : Epoch 2021 | loss: 0.0312497 | val_loss: 0.0312501 | Time: 5174.37 ms [2022-04-01 11:34:48 main:574] : INFO : Epoch 2022 | loss: 0.0312505 | val_loss: 0.03125 | Time: 4988.86 ms [2022-04-01 11:34:54 main:574] : INFO : Epoch 2023 | loss: 0.0312499 | val_loss: 0.0312499 | Time: 5821.02 ms [2022-04-01 11:35:00 main:574] : INFO : Epoch 2024 | loss: 0.0312504 | val_loss: 0.0312506 | Time: 5575.33 ms [2022-04-01 11:35:05 main:574] : INFO : Epoch 2025 | loss: 0.0312509 | val_loss: 0.0312514 | Time: 5010.35 ms [2022-04-01 11:35:10 main:574] : INFO : Epoch 2026 | loss: 0.031251 | val_loss: 0.0312499 | Time: 5213.64 ms [2022-04-01 11:35:15 main:574] : INFO : Epoch 2027 | loss: 0.0312512 | val_loss: 0.0312517 | Time: 5150.5 ms [2022-04-01 11:35:20 main:574] : INFO : Epoch 2028 | loss: 0.0312521 | val_loss: 0.0312529 | Time: 5187.73 ms [2022-04-01 11:35:25 main:574] : INFO : Epoch 2029 | loss: 0.0312518 | val_loss: 0.0312516 | Time: 5069.97 ms [2022-04-01 11:35:30 main:574] : INFO : Epoch 2030 | loss: 0.031251 | val_loss: 0.03125 | Time: 5154.33 ms [2022-04-01 11:35:35 main:574] : INFO : Epoch 2031 | loss: 0.0312496 | val_loss: 0.0312503 | Time: 5021.28 ms [2022-04-01 11:35:40 main:574] : INFO : Epoch 2032 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5069.23 ms [2022-04-01 11:35:46 main:574] : INFO : Epoch 2033 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5096.44 ms [2022-04-01 11:35:51 main:574] : INFO : Epoch 2034 | loss: 0.0312499 | val_loss: 0.0312502 | Time: 5107.9 ms [2022-04-01 11:35:56 main:574] : INFO : Epoch 2035 | loss: 0.0312498 | val_loss: 0.03125 | Time: 5427.06 ms [2022-04-01 11:36:01 main:574] : INFO : Epoch 2036 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 5111.45 ms [2022-04-01 11:36:07 main:574] : INFO : Epoch 2037 | loss: 0.0312501 | val_loss: 0.0312501 | Time: 5343.78 ms [2022-04-01 11:36:12 main:574] : INFO : Epoch 2038 | loss: 0.0312498 | val_loss: 0.0312509 | Time: 5247.3 ms [2022-04-01 11:36:17 main:574] : INFO : Epoch 2039 | loss: 0.0312497 | val_loss: 0.0312498 | Time: 5288.6 ms [2022-04-01 11:36:22 main:574] : INFO : Epoch 2040 | loss: 0.0312501 | val_loss: 0.0312523 | Time: 5276.72 ms [2022-04-01 11:36:28 main:574] : INFO : Epoch 2041 | loss: 0.0312504 | val_loss: 0.0312514 | Time: 5162.63 ms [2022-04-01 11:36:33 main:574] : INFO : Epoch 2042 | loss: 0.0312498 | val_loss: 0.0312498 | Time: 5053.68 ms [2022-04-01 11:36:38 main:574] : INFO : Epoch 2043 | loss: 0.0312496 | val_loss: 0.03125 | Time: 5231.01 ms [2022-04-01 11:36:43 main:574] : INFO : Epoch 2044 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5097.18 ms [2022-04-01 11:36:48 main:574] : INFO : Epoch 2045 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5020.79 ms [2022-04-01 11:36:53 main:574] : INFO : Epoch 2046 | loss: 0.0312497 | val_loss: 0.0312499 | Time: 5080.67 ms [2022-04-01 11:36:58 main:574] : INFO : Epoch 2047 | loss: 0.0312504 | val_loss: 0.0312518 | Time: 5027.35 ms [2022-04-01 11:37:03 main:574] : INFO : Epoch 2048 | loss: 0.0312498 | val_loss: 0.0312499 | Time: 4973.53 ms [2022-04-01 11:37:03 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312499 [2022-04-01 11:37:03 main:603] : INFO : Saving end state to config to file [2022-04-01 11:37:03 main:608] : INFO : Success, exiting.. 11:37:03 (21384): 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)