Task 11457085
| Name | ParityModified-1639952754-12506-2-0_1 |
| Workunit | 8177265 |
| Created | 9 Feb 2022, 19:26:28 UTC |
| Sent | 9 Feb 2022, 20:45:35 UTC |
| Report deadline | 17 Feb 2022, 20:45:35 UTC |
| Received | 10 Feb 2022, 0:49:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11606 |
| Run time | 3 hours 47 min 25 sec |
| CPU time | 3 hours 45 min 46 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,339.03 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 3.05 GB |
| Peak swap size | 4.86 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> .84 ms [2022-02-10 00:22:51 main:574] : INFO : Epoch 1567 | loss: 0.0310948 | val_loss: 0.0311323 | Time: 5446.33 ms [2022-02-10 00:22:57 main:574] : INFO : Epoch 1568 | loss: 0.0310949 | val_loss: 0.03114 | Time: 5313.26 ms [2022-02-10 00:23:02 main:574] : INFO : Epoch 1569 | loss: 0.0310997 | val_loss: 0.0311401 | Time: 5236.08 ms [2022-02-10 00:23:07 main:574] : INFO : Epoch 1570 | loss: 0.0311042 | val_loss: 0.0311344 | Time: 5373.62 ms [2022-02-10 00:23:13 main:574] : INFO : Epoch 1571 | loss: 0.0311131 | val_loss: 0.0311299 | Time: 5554.21 ms [2022-02-10 00:23:18 main:574] : INFO : Epoch 1572 | loss: 0.031106 | val_loss: 0.031137 | Time: 5194.4 ms [2022-02-10 00:23:23 main:574] : INFO : Epoch 1573 | loss: 0.0311013 | val_loss: 0.0311308 | Time: 5255.81 ms [2022-02-10 00:23:28 main:574] : INFO : Epoch 1574 | loss: 0.0311046 | val_loss: 0.0311418 | Time: 5325.31 ms [2022-02-10 00:23:34 main:574] : INFO : Epoch 1575 | loss: 0.0311069 | val_loss: 0.031153 | Time: 5314.78 ms [2022-02-10 00:23:39 main:574] : INFO : Epoch 1576 | loss: 0.0311029 | val_loss: 0.0311451 | Time: 5185.97 ms [2022-02-10 00:23:44 main:574] : INFO : Epoch 1577 | loss: 0.0311 | val_loss: 0.0311322 | Time: 5278.91 ms [2022-02-10 00:23:50 main:574] : INFO : Epoch 1578 | loss: 0.031097 | val_loss: 0.0311341 | Time: 5391.29 ms [2022-02-10 00:23:55 main:574] : INFO : Epoch 1579 | loss: 0.0310949 | val_loss: 0.0311477 | Time: 5199.64 ms [2022-02-10 00:24:00 main:574] : INFO : Epoch 1580 | loss: 0.0310977 | val_loss: 0.0311339 | Time: 5303.81 ms [2022-02-10 00:24:06 main:574] : INFO : Epoch 1581 | loss: 0.0310992 | val_loss: 0.0311335 | Time: 5384.12 ms [2022-02-10 00:24:11 main:574] : INFO : Epoch 1582 | loss: 0.0310994 | val_loss: 0.0311379 | Time: 5301.25 ms [2022-02-10 00:24:16 main:574] : INFO : Epoch 1583 | loss: 0.0311008 | val_loss: 0.0311304 | Time: 5205.3 ms [2022-02-10 00:24:21 main:574] : INFO : Epoch 1584 | loss: 0.0310947 | val_loss: 0.0311337 | Time: 5317.07 ms [2022-02-10 00:24:27 main:574] : INFO : Epoch 1585 | loss: 0.0311011 | val_loss: 0.0311355 | Time: 5323.06 ms [2022-02-10 00:24:32 main:574] : INFO : Epoch 1586 | loss: 0.0311004 | val_loss: 0.031137 | Time: 5245.17 ms [2022-02-10 00:24:35 main:574] : INFO : Epoch 1587 | loss: 0.0311041 | val_loss: 0.0311351 | Time: 3386.37 ms [2022-02-10 00:24:39 main:574] : INFO : Epoch 1588 | loss: 0.0311026 | val_loss: 0.0311358 | Time: 3482.06 ms [2022-02-10 00:24:44 main:574] : INFO : Epoch 1589 | loss: 0.031109 | val_loss: 0.0311311 | Time: 5398.09 ms [2022-02-10 00:24:50 main:574] : INFO : Epoch 1590 | loss: 0.0311078 | val_loss: 0.0311338 | Time: 5282.38 ms [2022-02-10 00:24:55 main:574] : INFO : Epoch 1591 | loss: 0.0311075 | val_loss: 0.031138 | Time: 5295.82 ms [2022-02-10 00:25:00 main:574] : INFO : Epoch 1592 | loss: 0.0311079 | val_loss: 0.0311358 | Time: 5365.72 ms [2022-02-10 00:25:06 main:574] : INFO : Epoch 1593 | loss: 0.0311072 | val_loss: 0.0311446 | Time: 5261.27 ms [2022-02-10 00:25:11 main:574] : INFO : Epoch 1594 | loss: 0.0311036 | val_loss: 0.0311426 | Time: 5260.23 ms [2022-02-10 00:25:16 main:574] : INFO : Epoch 1595 | loss: 0.0310995 | val_loss: 0.0311374 | Time: 5335.56 ms [2022-02-10 00:25:22 main:574] : INFO : Epoch 1596 | loss: 0.0311042 | val_loss: 0.0311345 | Time: 5418.82 ms [2022-02-10 00:25:27 main:574] : INFO : Epoch 1597 | loss: 0.0310965 | val_loss: 0.0311298 | Time: 5163.34 ms [2022-02-10 00:25:32 main:574] : INFO : Epoch 1598 | loss: 0.031101 | val_loss: 0.0311316 | Time: 5258.63 ms [2022-02-10 00:25:37 main:574] : INFO : Epoch 1599 | loss: 0.031101 | val_loss: 0.0311374 | Time: 5264.52 ms [2022-02-10 00:25:43 main:574] : INFO : Epoch 1600 | loss: 0.031096 | val_loss: 0.031132 | Time: 5240.31 ms [2022-02-10 00:25:48 main:574] : INFO : Epoch 1601 | loss: 0.0310972 | val_loss: 0.0311409 | Time: 5273.67 ms [2022-02-10 00:25:53 main:574] : INFO : Epoch 1602 | loss: 0.0310993 | val_loss: 0.031133 | Time: 5239.93 ms [2022-02-10 00:25:58 main:574] : INFO : Epoch 1603 | loss: 0.0311053 | val_loss: 0.0311265 | Time: 5329.09 ms [2022-02-10 00:26:04 main:574] : INFO : Epoch 1604 | loss: 0.0311051 | val_loss: 0.0311313 | Time: 5169.11 ms [2022-02-10 00:26:09 main:574] : INFO : Epoch 1605 | loss: 0.0310979 | val_loss: 0.0311324 | Time: 5261.71 ms [2022-02-10 00:26:14 main:574] : INFO : Epoch 1606 | loss: 0.0311008 | val_loss: 0.0311304 | Time: 5281.45 ms [2022-02-10 00:26:19 main:574] : INFO : Epoch 1607 | loss: 0.0311022 | val_loss: 0.031141 | Time: 5200.64 ms [2022-02-10 00:26:25 main:574] : INFO : Epoch 1608 | loss: 0.0311011 | val_loss: 0.0311327 | Time: 5286.35 ms [2022-02-10 00:26:30 main:574] : INFO : Epoch 1609 | loss: 0.0310977 | val_loss: 0.0311376 | Time: 5326.79 ms [2022-02-10 00:26:35 main:574] : INFO : Epoch 1610 | loss: 0.0311058 | val_loss: 0.0311377 | Time: 5397.18 ms [2022-02-10 00:26:41 main:574] : INFO : Epoch 1611 | loss: 0.0311037 | val_loss: 0.031136 | Time: 5222.16 ms [2022-02-10 00:26:46 main:574] : INFO : Epoch 1612 | loss: 0.0310982 | val_loss: 0.0311284 | Time: 5276 ms [2022-02-10 00:26:51 main:574] : INFO : Epoch 1613 | loss: 0.0310962 | val_loss: 0.031128 | Time: 5367.71 ms [2022-02-10 00:26:57 main:574] : INFO : Epoch 1614 | loss: 0.0310926 | val_loss: 0.0311309 | Time: 5305.89 ms [2022-02-10 00:27:02 main:574] : INFO : Epoch 1615 | loss: 0.0310962 | val_loss: 0.0311354 | Time: 5201.56 ms [2022-02-10 00:27:07 main:574] : INFO : Epoch 1616 | loss: 0.0310948 | val_loss: 0.0311362 | Time: 5119.81 ms [2022-02-10 00:27:12 main:574] : INFO : Epoch 1617 | loss: 0.0310973 | val_loss: 0.031143 | Time: 5334.74 ms [2022-02-10 00:27:18 main:574] : INFO : Epoch 1618 | loss: 0.0310952 | val_loss: 0.0311328 | Time: 5225.96 ms [2022-02-10 00:27:23 main:574] : INFO : Epoch 1619 | loss: 0.0311038 | val_loss: 0.0311476 | Time: 5300.04 ms [2022-02-10 00:27:28 main:574] : INFO : Epoch 1620 | loss: 0.0310993 | val_loss: 0.0311301 | Time: 5302.42 ms [2022-02-10 00:27:33 main:574] : INFO : Epoch 1621 | loss: 0.0311 | val_loss: 0.0311428 | Time: 5248.31 ms [2022-02-10 00:27:39 main:574] : INFO : Epoch 1622 | loss: 0.0310996 | val_loss: 0.0311312 | Time: 5297.38 ms [2022-02-10 00:27:44 main:574] : INFO : Epoch 1623 | loss: 0.031102 | val_loss: 0.0311347 | Time: 5326.35 ms [2022-02-10 00:27:49 main:574] : INFO : Epoch 1624 | loss: 0.0311053 | val_loss: 0.0311343 | Time: 5361.46 ms [2022-02-10 00:27:55 main:574] : INFO : Epoch 1625 | loss: 0.0310948 | val_loss: 0.0311287 | Time: 5749.5 ms [2022-02-10 00:28:00 main:574] : INFO : Epoch 1626 | loss: 0.0310913 | val_loss: 0.0311276 | Time: 5312.68 ms [2022-02-10 00:28:06 main:574] : INFO : Epoch 1627 | loss: 0.0310921 | val_loss: 0.0311343 | Time: 5363.57 ms [2022-02-10 00:28:11 main:574] : INFO : Epoch 1628 | loss: 0.0310993 | val_loss: 0.0311508 | Time: 5396.13 ms [2022-02-10 00:28:17 main:574] : INFO : Epoch 1629 | loss: 0.0311112 | val_loss: 0.0311492 | Time: 5325.5 ms [2022-02-10 00:28:22 main:574] : INFO : Epoch 1630 | loss: 0.031104 | val_loss: 0.0311372 | Time: 5323.97 ms [2022-02-10 00:28:27 main:574] : INFO : Epoch 1631 | loss: 0.0311057 | val_loss: 0.0311393 | Time: 5348.09 ms [2022-02-10 00:28:33 main:574] : INFO : Epoch 1632 | loss: 0.0311016 | val_loss: 0.0311307 | Time: 5342.86 ms [2022-02-10 00:28:38 main:574] : INFO : Epoch 1633 | loss: 0.0311003 | val_loss: 0.0311288 | Time: 5253.64 ms [2022-02-10 00:28:43 main:574] : INFO : Epoch 1634 | loss: 0.0311035 | val_loss: 0.0311289 | Time: 5296.35 ms [2022-02-10 00:28:49 main:574] : INFO : Epoch 1635 | loss: 0.0311086 | val_loss: 0.0311272 | Time: 5472 ms [2022-02-10 00:28:54 main:574] : INFO : Epoch 1636 | loss: 0.0311076 | val_loss: 0.0311363 | Time: 5190.33 ms [2022-02-10 00:28:59 main:574] : INFO : Epoch 1637 | loss: 0.031106 | val_loss: 0.0311291 | Time: 5238.82 ms [2022-02-10 00:29:04 main:574] : INFO : Epoch 1638 | loss: 0.0311124 | val_loss: 0.0311325 | Time: 5199.53 ms [2022-02-10 00:29:10 main:574] : INFO : Epoch 1639 | loss: 0.0311143 | val_loss: 0.0311255 | Time: 5314.7 ms [2022-02-10 00:29:15 main:574] : INFO : Epoch 1640 | loss: 0.0311059 | val_loss: 0.0311332 | Time: 5235 ms [2022-02-10 00:29:20 main:574] : INFO : Epoch 1641 | loss: 0.0311077 | val_loss: 0.0311354 | Time: 5359.63 ms [2022-02-10 00:29:26 main:574] : INFO : Epoch 1642 | loss: 0.0311006 | val_loss: 0.0311291 | Time: 5361.79 ms [2022-02-10 00:29:31 main:574] : INFO : Epoch 1643 | loss: 0.0311047 | val_loss: 0.0311265 | Time: 4959.43 ms [2022-02-10 00:29:34 main:574] : INFO : Epoch 1644 | loss: 0.0310973 | val_loss: 0.0311254 | Time: 2938.68 ms [2022-02-10 00:29:38 main:574] : INFO : Epoch 1645 | loss: 0.0311035 | val_loss: 0.0311256 | Time: 4226.11 ms [2022-02-10 00:29:43 main:574] : INFO : Epoch 1646 | loss: 0.0310976 | val_loss: 0.0311331 | Time: 5330.22 ms [2022-02-10 00:29:48 main:574] : INFO : Epoch 1647 | loss: 0.0311028 | val_loss: 0.0311356 | Time: 5202.8 ms [2022-02-10 00:29:54 main:574] : INFO : Epoch 1648 | loss: 0.0311001 | val_loss: 0.0311265 | Time: 5335.86 ms [2022-02-10 00:29:59 main:574] : INFO : Epoch 1649 | loss: 0.0310965 | val_loss: 0.0311344 | Time: 5370 ms [2022-02-10 00:30:04 main:574] : INFO : Epoch 1650 | loss: 0.0310939 | val_loss: 0.0311317 | Time: 5149.73 ms [2022-02-10 00:30:09 main:574] : INFO : Epoch 1651 | loss: 0.0310964 | val_loss: 0.0311286 | Time: 5284.24 ms [2022-02-10 00:30:15 main:574] : INFO : Epoch 1652 | loss: 0.0310922 | val_loss: 0.031143 | Time: 5234.57 ms [2022-02-10 00:30:20 main:574] : INFO : Epoch 1653 | loss: 0.0310994 | val_loss: 0.0311304 | Time: 5345.45 ms [2022-02-10 00:30:25 main:574] : INFO : Epoch 1654 | loss: 0.0311026 | val_loss: 0.0311319 | Time: 5196.6 ms [2022-02-10 00:30:31 main:574] : INFO : Epoch 1655 | loss: 0.031095 | val_loss: 0.0311298 | Time: 5247.74 ms [2022-02-10 00:30:36 main:574] : INFO : Epoch 1656 | loss: 0.0310969 | val_loss: 0.0311435 | Time: 5442.05 ms [2022-02-10 00:30:41 main:574] : INFO : Epoch 1657 | loss: 0.0310988 | val_loss: 0.031127 | Time: 5207 ms [2022-02-10 00:30:47 main:574] : INFO : Epoch 1658 | loss: 0.0310965 | val_loss: 0.0311333 | Time: 5278.09 ms [2022-02-10 00:30:52 main:574] : INFO : Epoch 1659 | loss: 0.0310995 | val_loss: 0.0311334 | Time: 5284.5 ms [2022-02-10 00:30:57 main:574] : INFO : Epoch 1660 | loss: 0.0310935 | val_loss: 0.031137 | Time: 5315.72 ms [2022-02-10 00:31:02 main:574] : INFO : Epoch 1661 | loss: 0.0310924 | val_loss: 0.0311382 | Time: 5192.9 ms [2022-02-10 00:31:08 main:574] : INFO : Epoch 1662 | loss: 0.0310946 | val_loss: 0.0311342 | Time: 5304.75 ms [2022-02-10 00:31:13 main:574] : INFO : Epoch 1663 | loss: 0.0310928 | val_loss: 0.0311331 | Time: 5455.11 ms [2022-02-10 00:31:18 main:574] : INFO : Epoch 1664 | loss: 0.0310946 | val_loss: 0.0311339 | Time: 5195.24 ms [2022-02-10 00:31:24 main:574] : INFO : Epoch 1665 | loss: 0.0310932 | val_loss: 0.0311312 | Time: 5251.93 ms [2022-02-10 00:31:29 main:574] : INFO : Epoch 1666 | loss: 0.0310934 | val_loss: 0.0311328 | Time: 5335.36 ms [2022-02-10 00:31:34 main:574] : INFO : Epoch 1667 | loss: 0.0310926 | val_loss: 0.0311449 | Time: 5359.37 ms [2022-02-10 00:31:40 main:574] : INFO : Epoch 1668 | loss: 0.0310929 | val_loss: 0.031142 | Time: 5224.72 ms [2022-02-10 00:31:45 main:574] : INFO : Epoch 1669 | loss: 0.031092 | val_loss: 0.0311319 | Time: 5271.27 ms [2022-02-10 00:31:50 main:574] : INFO : Epoch 1670 | loss: 0.0310927 | val_loss: 0.0311339 | Time: 5312.21 ms [2022-02-10 00:31:55 main:574] : INFO : Epoch 1671 | loss: 0.0310909 | val_loss: 0.0311312 | Time: 5241.78 ms [2022-02-10 00:32:01 main:574] : INFO : Epoch 1672 | loss: 0.0310957 | val_loss: 0.0311293 | Time: 5282.6 ms [2022-02-10 00:32:06 main:574] : INFO : Epoch 1673 | loss: 0.0310944 | val_loss: 0.0311293 | Time: 5187.87 ms [2022-02-10 00:32:11 main:574] : INFO : Epoch 1674 | loss: 0.0310889 | val_loss: 0.0311426 | Time: 5279.53 ms [2022-02-10 00:32:16 main:574] : INFO : Epoch 1675 | loss: 0.0310958 | val_loss: 0.031131 | Time: 5209.85 ms [2022-02-10 00:32:22 main:574] : INFO : Epoch 1676 | loss: 0.031093 | val_loss: 0.0311268 | Time: 5316.38 ms [2022-02-10 00:32:27 main:574] : INFO : Epoch 1677 | loss: 0.0310979 | val_loss: 0.0311329 | Time: 5331.91 ms [2022-02-10 00:32:32 main:574] : INFO : Epoch 1678 | loss: 0.0311042 | val_loss: 0.0311303 | Time: 5242.03 ms [2022-02-10 00:32:38 main:574] : INFO : Epoch 1679 | loss: 0.031104 | val_loss: 0.0311354 | Time: 5240.23 ms [2022-02-10 00:32:43 main:574] : INFO : Epoch 1680 | loss: 0.0310924 | val_loss: 0.0311291 | Time: 5443.15 ms [2022-02-10 00:32:48 main:574] : INFO : Epoch 1681 | loss: 0.0310941 | val_loss: 0.0311381 | Time: 5316.09 ms [2022-02-10 00:32:54 main:574] : INFO : Epoch 1682 | loss: 0.0311004 | val_loss: 0.0311472 | Time: 5208.6 ms [2022-02-10 00:32:59 main:574] : INFO : Epoch 1683 | loss: 0.0310999 | val_loss: 0.0311321 | Time: 5318.74 ms [2022-02-10 00:33:04 main:574] : INFO : Epoch 1684 | loss: 0.0311041 | val_loss: 0.0311475 | Time: 5340.32 ms [2022-02-10 00:33:09 main:574] : INFO : Epoch 1685 | loss: 0.0310974 | val_loss: 0.0311278 | Time: 5255.36 ms [2022-02-10 00:33:15 main:574] : INFO : Epoch 1686 | loss: 0.031096 | val_loss: 0.0311286 | Time: 5194.34 ms [2022-02-10 00:33:20 main:574] : INFO : Epoch 1687 | loss: 0.031095 | val_loss: 0.03114 | Time: 5229.35 ms [2022-02-10 00:33:25 main:574] : INFO : Epoch 1688 | loss: 0.031101 | val_loss: 0.0311366 | Time: 5350.17 ms [2022-02-10 00:33:31 main:574] : INFO : Epoch 1689 | loss: 0.0310949 | val_loss: 0.0311318 | Time: 5207.49 ms [2022-02-10 00:33:36 main:574] : INFO : Epoch 1690 | loss: 0.0310929 | val_loss: 0.031135 | Time: 5251.99 ms [2022-02-10 00:33:41 main:574] : INFO : Epoch 1691 | loss: 0.0310938 | val_loss: 0.0311361 | Time: 5324.68 ms [2022-02-10 00:33:46 main:574] : INFO : Epoch 1692 | loss: 0.0310942 | val_loss: 0.0311521 | Time: 5185.45 ms [2022-02-10 00:33:52 main:574] : INFO : Epoch 1693 | loss: 0.031099 | val_loss: 0.0311436 | Time: 5272.41 ms [2022-02-10 00:33:57 main:574] : INFO : Epoch 1694 | loss: 0.0310937 | val_loss: 0.0311338 | Time: 5236.4 ms [2022-02-10 00:34:02 main:574] : INFO : Epoch 1695 | loss: 0.0310979 | val_loss: 0.0311468 | Time: 5237.31 ms [2022-02-10 00:34:07 main:574] : INFO : Epoch 1696 | loss: 0.0310955 | val_loss: 0.0311308 | Time: 5221.64 ms [2022-02-10 00:34:12 main:574] : INFO : Epoch 1697 | loss: 0.0310944 | val_loss: 0.0311323 | Time: 5199.85 ms [2022-02-10 00:34:18 main:574] : INFO : Epoch 1698 | loss: 0.0311038 | val_loss: 0.0311326 | Time: 5402.38 ms [2022-02-10 00:34:23 main:574] : INFO : Epoch 1699 | loss: 0.0311099 | val_loss: 0.0311418 | Time: 5169.8 ms [2022-02-10 00:34:28 main:574] : INFO : Epoch 1700 | loss: 0.0311109 | val_loss: 0.03114 | Time: 5275.74 ms [2022-02-10 00:34:32 main:574] : INFO : Epoch 1701 | loss: 0.0310983 | val_loss: 0.0311334 | Time: 3364.16 ms [2022-02-10 00:34:36 main:574] : INFO : Epoch 1702 | loss: 0.0310933 | val_loss: 0.0311364 | Time: 3938.48 ms [2022-02-10 00:34:41 main:574] : INFO : Epoch 1703 | loss: 0.0310933 | val_loss: 0.0311315 | Time: 5236.72 ms [2022-02-10 00:34:46 main:574] : INFO : Epoch 1704 | loss: 0.0310943 | val_loss: 0.0311279 | Time: 5313.57 ms [2022-02-10 00:34:51 main:574] : INFO : Epoch 1705 | loss: 0.0310935 | val_loss: 0.0311302 | Time: 5280.4 ms [2022-02-10 00:34:57 main:574] : INFO : Epoch 1706 | loss: 0.0310899 | val_loss: 0.0311294 | Time: 5257.13 ms [2022-02-10 00:35:02 main:574] : INFO : Epoch 1707 | loss: 0.0310961 | val_loss: 0.0311351 | Time: 5300.17 ms [2022-02-10 00:35:07 main:574] : INFO : Epoch 1708 | loss: 0.0310925 | val_loss: 0.0311266 | Time: 5304.41 ms [2022-02-10 00:35:13 main:574] : INFO : Epoch 1709 | loss: 0.0310896 | val_loss: 0.0311329 | Time: 5277.53 ms [2022-02-10 00:35:18 main:574] : INFO : Epoch 1710 | loss: 0.0310893 | val_loss: 0.0311363 | Time: 5137.8 ms [2022-02-10 00:35:23 main:574] : INFO : Epoch 1711 | loss: 0.0310908 | val_loss: 0.0311287 | Time: 5268.55 ms [2022-02-10 00:35:28 main:574] : INFO : Epoch 1712 | loss: 0.031088 | val_loss: 0.0311366 | Time: 5335.23 ms [2022-02-10 00:35:34 main:574] : INFO : Epoch 1713 | loss: 0.0310888 | val_loss: 0.031133 | Time: 5118.18 ms [2022-02-10 00:35:39 main:574] : INFO : Epoch 1714 | loss: 0.0310869 | val_loss: 0.0311402 | Time: 5226.32 ms [2022-02-10 00:35:44 main:574] : INFO : Epoch 1715 | loss: 0.0310947 | val_loss: 0.031127 | Time: 5271.51 ms [2022-02-10 00:35:49 main:574] : INFO : Epoch 1716 | loss: 0.0310888 | val_loss: 0.0311395 | Time: 5266.82 ms [2022-02-10 00:35:54 main:574] : INFO : Epoch 1717 | loss: 0.0311002 | val_loss: 0.0311281 | Time: 5190.16 ms [2022-02-10 00:36:00 main:574] : INFO : Epoch 1718 | loss: 0.0310872 | val_loss: 0.0311344 | Time: 5334.15 ms [2022-02-10 00:36:05 main:574] : INFO : Epoch 1719 | loss: 0.0310925 | val_loss: 0.0311352 | Time: 5404.2 ms [2022-02-10 00:36:10 main:574] : INFO : Epoch 1720 | loss: 0.0310943 | val_loss: 0.0311398 | Time: 5130.87 ms [2022-02-10 00:36:16 main:574] : INFO : Epoch 1721 | loss: 0.0310969 | val_loss: 0.0311344 | Time: 5287.12 ms [2022-02-10 00:36:21 main:574] : INFO : Epoch 1722 | loss: 0.0310983 | val_loss: 0.0311354 | Time: 5306.39 ms [2022-02-10 00:36:26 main:574] : INFO : Epoch 1723 | loss: 0.0310908 | val_loss: 0.0311337 | Time: 5288.16 ms [2022-02-10 00:36:31 main:574] : INFO : Epoch 1724 | loss: 0.031088 | val_loss: 0.0311373 | Time: 5203.01 ms [2022-02-10 00:36:37 main:574] : INFO : Epoch 1725 | loss: 0.0310879 | val_loss: 0.0311394 | Time: 5260.22 ms [2022-02-10 00:36:42 main:574] : INFO : Epoch 1726 | loss: 0.0310953 | val_loss: 0.0311279 | Time: 5436.2 ms [2022-02-10 00:36:47 main:574] : INFO : Epoch 1727 | loss: 0.0311044 | val_loss: 0.031132 | Time: 5193.77 ms [2022-02-10 00:36:53 main:574] : INFO : Epoch 1728 | loss: 0.0310918 | val_loss: 0.0311301 | Time: 5254.8 ms [2022-02-10 00:36:58 main:574] : INFO : Epoch 1729 | loss: 0.0310854 | val_loss: 0.0311327 | Time: 5360.88 ms [2022-02-10 00:37:03 main:574] : INFO : Epoch 1730 | loss: 0.0310856 | val_loss: 0.031133 | Time: 5110.81 ms [2022-02-10 00:37:08 main:574] : INFO : Epoch 1731 | loss: 0.0310903 | val_loss: 0.0311284 | Time: 5242.38 ms [2022-02-10 00:37:14 main:574] : INFO : Epoch 1732 | loss: 0.0310898 | val_loss: 0.0311323 | Time: 5299.74 ms [2022-02-10 00:37:19 main:574] : INFO : Epoch 1733 | loss: 0.0310883 | val_loss: 0.031146 | Time: 5395.56 ms [2022-02-10 00:37:25 main:574] : INFO : Epoch 1734 | loss: 0.0310884 | val_loss: 0.0311342 | Time: 5707.99 ms [2022-02-10 00:37:30 main:574] : INFO : Epoch 1735 | loss: 0.0310895 | val_loss: 0.0311507 | Time: 5250.12 ms [2022-02-10 00:37:35 main:574] : INFO : Epoch 1736 | loss: 0.0310943 | val_loss: 0.0311399 | Time: 5273.99 ms [2022-02-10 00:37:41 main:574] : INFO : Epoch 1737 | loss: 0.0310961 | val_loss: 0.0311419 | Time: 5439.2 ms [2022-02-10 00:37:46 main:574] : INFO : Epoch 1738 | loss: 0.031092 | val_loss: 0.0311468 | Time: 5185.12 ms [2022-02-10 00:37:51 main:574] : INFO : Epoch 1739 | loss: 0.0310961 | val_loss: 0.0311341 | Time: 5300.97 ms [2022-02-10 00:37:57 main:574] : INFO : Epoch 1740 | loss: 0.0311046 | val_loss: 0.0311317 | Time: 5381.3 ms [2022-02-10 00:38:02 main:574] : INFO : Epoch 1741 | loss: 0.0311085 | val_loss: 0.0311468 | Time: 5282.43 ms [2022-02-10 00:38:07 main:574] : INFO : Epoch 1742 | loss: 0.0311101 | val_loss: 0.0311304 | Time: 5199.21 ms [2022-02-10 00:38:13 main:574] : INFO : Epoch 1743 | loss: 0.0310936 | val_loss: 0.031133 | Time: 5369.9 ms [2022-02-10 00:38:18 main:574] : INFO : Epoch 1744 | loss: 0.0310929 | val_loss: 0.0311418 | Time: 5357.87 ms [2022-02-10 00:38:23 main:574] : INFO : Epoch 1745 | loss: 0.0310937 | val_loss: 0.0311366 | Time: 5234.86 ms [2022-02-10 00:38:28 main:574] : INFO : Epoch 1746 | loss: 0.0310898 | val_loss: 0.0311392 | Time: 5275.53 ms [2022-02-10 00:38:34 main:574] : INFO : Epoch 1747 | loss: 0.0310938 | val_loss: 0.0311346 | Time: 5246.03 ms [2022-02-10 00:38:39 main:574] : INFO : Epoch 1748 | loss: 0.0310874 | val_loss: 0.031134 | Time: 5301.96 ms [2022-02-10 00:38:44 main:574] : INFO : Epoch 1749 | loss: 0.0310884 | val_loss: 0.0311355 | Time: 5216.27 ms [2022-02-10 00:38:50 main:574] : INFO : Epoch 1750 | loss: 0.031085 | val_loss: 0.0311354 | Time: 5334.2 ms [2022-02-10 00:38:55 main:574] : INFO : Epoch 1751 | loss: 0.0310872 | val_loss: 0.0311384 | Time: 5386.02 ms [2022-02-10 00:39:00 main:574] : INFO : Epoch 1752 | loss: 0.031085 | val_loss: 0.0311367 | Time: 5202.08 ms [2022-02-10 00:39:05 main:574] : INFO : Epoch 1753 | loss: 0.0310855 | val_loss: 0.0311357 | Time: 5310.14 ms [2022-02-10 00:39:11 main:574] : INFO : Epoch 1754 | loss: 0.0310843 | val_loss: 0.0311359 | Time: 5363.85 ms [2022-02-10 00:39:16 main:574] : INFO : Epoch 1755 | loss: 0.0310893 | val_loss: 0.0311312 | Time: 5403.93 ms [2022-02-10 00:39:22 main:574] : INFO : Epoch 1756 | loss: 0.0310972 | val_loss: 0.0311417 | Time: 5263.24 ms [2022-02-10 00:39:27 main:574] : INFO : Epoch 1757 | loss: 0.0310932 | val_loss: 0.0311392 | Time: 5287.89 ms [2022-02-10 00:39:30 main:574] : INFO : Epoch 1758 | loss: 0.0310839 | val_loss: 0.0311355 | Time: 2844.05 ms [2022-02-10 00:39:34 main:574] : INFO : Epoch 1759 | loss: 0.031085 | val_loss: 0.0311369 | Time: 4516.68 ms [2022-02-10 00:39:39 main:574] : INFO : Epoch 1760 | loss: 0.0310823 | val_loss: 0.0311336 | Time: 5288.62 ms [2022-02-10 00:39:45 main:574] : INFO : Epoch 1761 | loss: 0.0310838 | val_loss: 0.0311348 | Time: 5289.85 ms [2022-02-10 00:39:50 main:574] : INFO : Epoch 1762 | loss: 0.0310883 | val_loss: 0.0311364 | Time: 5313.74 ms [2022-02-10 00:39:55 main:574] : INFO : Epoch 1763 | loss: 0.0310935 | val_loss: 0.0311399 | Time: 5347.43 ms [2022-02-10 00:40:01 main:574] : INFO : Epoch 1764 | loss: 0.0310947 | val_loss: 0.0311315 | Time: 5302.12 ms [2022-02-10 00:40:06 main:574] : INFO : Epoch 1765 | loss: 0.0310933 | val_loss: 0.0311372 | Time: 5378.63 ms [2022-02-10 00:40:12 main:574] : INFO : Epoch 1766 | loss: 0.031085 | val_loss: 0.0311329 | Time: 5477.37 ms [2022-02-10 00:40:17 main:574] : INFO : Epoch 1767 | loss: 0.0310888 | val_loss: 0.0311347 | Time: 5267.96 ms [2022-02-10 00:40:22 main:574] : INFO : Epoch 1768 | loss: 0.0310866 | val_loss: 0.0311391 | Time: 5321.75 ms [2022-02-10 00:40:28 main:574] : INFO : Epoch 1769 | loss: 0.0310904 | val_loss: 0.0311384 | Time: 5737.88 ms [2022-02-10 00:40:33 main:574] : INFO : Epoch 1770 | loss: 0.0310876 | val_loss: 0.0311354 | Time: 5382.94 ms [2022-02-10 00:40:39 main:574] : INFO : Epoch 1771 | loss: 0.0310867 | val_loss: 0.0311418 | Time: 5164.64 ms [2022-02-10 00:40:44 main:574] : INFO : Epoch 1772 | loss: 0.0310886 | val_loss: 0.0311416 | Time: 5206.51 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 3070) [2022-02-10 00:57:23 main:435] : INFO : Set logging level to 1 [2022-02-10 00:57:23 main:441] : INFO : Running in BOINC Client mode [2022-02-10 00:57:23 main:444] : INFO : Resolving all filenames [2022-02-10 00:57:23 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-02-10 00:57:23 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-02-10 00:57:23 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-02-10 00:57:23 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-02-10 00:57:23 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-02-10 00:57:23 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-02-10 00:57:23 main:474] : INFO : Configuration: [2022-02-10 00:57:23 main:475] : INFO : Model type: GRU [2022-02-10 00:57:23 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-02-10 00:57:23 main:477] : INFO : Max Epochs: 2048 [2022-02-10 00:57:23 main:478] : INFO : Batch Size: 128 [2022-02-10 00:57:23 main:479] : INFO : Learning Rate: 0.01 [2022-02-10 00:57:23 main:480] : INFO : Patience: 10 [2022-02-10 00:57:23 main:481] : INFO : Hidden Width: 12 [2022-02-10 00:57:23 main:482] : INFO : # Recurrent Layers: 4 [2022-02-10 00:57:23 main:483] : INFO : # Backend Layers: 4 [2022-02-10 00:57:23 main:484] : INFO : # Threads: 1 [2022-02-10 00:57:23 main:486] : INFO : Preparing Dataset [2022-02-10 00:57:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-02-10 00:57:23 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-02-10 01:15:20 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-02-10 01:15:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-02-10 01:15:20 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-02-10 01:15:20 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-02-10 01:15:20 main:494] : INFO : Creating Model [2022-02-10 01:15:20 main:507] : INFO : Preparing config file [2022-02-10 01:15:20 main:511] : INFO : Found checkpoint, attempting to load... [2022-02-10 01:15:20 main:512] : INFO : Loading config [2022-02-10 01:15:20 main:514] : INFO : Loading state [2022-02-10 01:30:13 main:559] : INFO : Loading DataLoader into Memory [2022-02-10 01:30:13 main:562] : INFO : Starting Training [2022-02-10 01:31:31 main:574] : INFO : Epoch 1773 | loss: 0.0313345 | val_loss: 0.0312192 | Time: 77699.2 ms [2022-02-10 01:31:35 main:574] : INFO : Epoch 1774 | loss: 0.0311374 | val_loss: 0.0311367 | Time: 3976.14 ms [2022-02-10 01:31:39 main:574] : INFO : Epoch 1775 | loss: 0.0311026 | val_loss: 0.0311323 | Time: 4003.99 ms [2022-02-10 01:31:43 main:574] : INFO : Epoch 1776 | loss: 0.0310943 | val_loss: 0.031136 | Time: 3955.07 ms [2022-02-10 01:31:47 main:574] : INFO : Epoch 1777 | loss: 0.0310914 | val_loss: 0.031135 | Time: 3995.66 ms [2022-02-10 01:31:51 main:574] : INFO : Epoch 1778 | loss: 0.0310913 | val_loss: 0.0311365 | Time: 3989.59 ms [2022-02-10 01:31:55 main:574] : INFO : Epoch 1779 | loss: 0.0310881 | val_loss: 0.0311347 | Time: 3928.37 ms [2022-02-10 01:31:59 main:574] : INFO : Epoch 1780 | loss: 0.0310867 | val_loss: 0.031134 | Time: 3970.87 ms [2022-02-10 01:32:03 main:574] : INFO : Epoch 1781 | loss: 0.0310858 | val_loss: 0.0311343 | Time: 3943.67 ms [2022-02-10 01:32:07 main:574] : INFO : Epoch 1782 | loss: 0.0310859 | val_loss: 0.0311395 | Time: 3921.11 ms [2022-02-10 01:32:11 main:574] : INFO : Epoch 1783 | loss: 0.0310856 | val_loss: 0.0311314 | Time: 3969.67 ms [2022-02-10 01:32:15 main:574] : INFO : Epoch 1784 | loss: 0.0310863 | val_loss: 0.03113 | Time: 3971.05 ms [2022-02-10 01:32:19 main:574] : INFO : Epoch 1785 | loss: 0.031088 | val_loss: 0.0311358 | Time: 3956.89 ms [2022-02-10 01:32:23 main:574] : INFO : Epoch 1786 | loss: 0.0310851 | val_loss: 0.0311365 | Time: 3933.54 ms [2022-02-10 01:32:26 main:574] : INFO : Epoch 1787 | loss: 0.0310883 | val_loss: 0.0311363 | Time: 3944.56 ms [2022-02-10 01:32:30 main:574] : INFO : Epoch 1788 | loss: 0.031091 | val_loss: 0.0311414 | Time: 3962.12 ms [2022-02-10 01:32:34 main:574] : INFO : Epoch 1789 | loss: 0.0310864 | val_loss: 0.0311352 | Time: 3976.93 ms [2022-02-10 01:32:38 main:574] : INFO : Epoch 1790 | loss: 0.0310871 | val_loss: 0.0311378 | Time: 3949.23 ms [2022-02-10 01:32:42 main:574] : INFO : Epoch 1791 | loss: 0.0310873 | val_loss: 0.0311342 | Time: 3945.66 ms [2022-02-10 01:32:46 main:574] : INFO : Epoch 1792 | loss: 0.0310867 | val_loss: 0.0311775 | Time: 3963.36 ms [2022-02-10 01:32:50 main:574] : INFO : Epoch 1793 | loss: 0.0310965 | val_loss: 0.031134 | Time: 3922.78 ms [2022-02-10 01:32:54 main:574] : INFO : Epoch 1794 | loss: 0.0310834 | val_loss: 0.0311493 | Time: 3905.48 ms [2022-02-10 01:32:58 main:574] : INFO : Epoch 1795 | loss: 0.0310845 | val_loss: 0.0311342 | Time: 3940.94 ms [2022-02-10 01:33:02 main:574] : INFO : Epoch 1796 | loss: 0.0310821 | val_loss: 0.0311436 | Time: 3909.6 ms [2022-02-10 01:33:06 main:574] : INFO : Epoch 1797 | loss: 0.0310876 | val_loss: 0.0311406 | Time: 3976.56 ms [2022-02-10 01:33:10 main:574] : INFO : Epoch 1798 | loss: 0.031087 | val_loss: 0.0311398 | Time: 3948.12 ms [2022-02-10 01:33:14 main:574] : INFO : Epoch 1799 | loss: 0.031085 | val_loss: 0.031138 | Time: 3941.53 ms [2022-02-10 01:33:18 main:574] : INFO : Epoch 1800 | loss: 0.0310823 | val_loss: 0.0311399 | Time: 3934.52 ms [2022-02-10 01:33:22 main:574] : INFO : Epoch 1801 | loss: 0.0310815 | val_loss: 0.0311421 | Time: 3937.93 ms [2022-02-10 01:33:26 main:574] : INFO : Epoch 1802 | loss: 0.0310842 | val_loss: 0.0311467 | Time: 3905.78 ms [2022-02-10 01:33:30 main:574] : INFO : Epoch 1803 | loss: 0.0310906 | val_loss: 0.0311405 | Time: 3965.67 ms [2022-02-10 01:33:34 main:574] : INFO : Epoch 1804 | loss: 0.0310881 | val_loss: 0.0311422 | Time: 3965.55 ms [2022-02-10 01:33:37 main:574] : INFO : Epoch 1805 | loss: 0.0310858 | val_loss: 0.0311399 | Time: 3932.38 ms [2022-02-10 01:33:41 main:574] : INFO : Epoch 1806 | loss: 0.0310901 | val_loss: 0.0311295 | Time: 3943.1 ms [2022-02-10 01:33:45 main:574] : INFO : Epoch 1807 | loss: 0.0310971 | val_loss: 0.0311356 | Time: 3958.21 ms [2022-02-10 01:33:49 main:574] : INFO : Epoch 1808 | loss: 0.0310877 | val_loss: 0.0311413 | Time: 3967.04 ms [2022-02-10 01:33:53 main:574] : INFO : Epoch 1809 | loss: 0.0310812 | val_loss: 0.0311385 | Time: 3940.76 ms [2022-02-10 01:33:57 main:574] : INFO : Epoch 1810 | loss: 0.0310824 | val_loss: 0.0311409 | Time: 3977.65 ms [2022-02-10 01:34:01 main:574] : INFO : Epoch 1811 | loss: 0.0310846 | val_loss: 0.0311349 | Time: 3989.72 ms [2022-02-10 01:34:05 main:574] : INFO : Epoch 1812 | loss: 0.031082 | val_loss: 0.0311398 | Time: 3961.29 ms [2022-02-10 01:34:09 main:574] : INFO : Epoch 1813 | loss: 0.0310786 | val_loss: 0.0311349 | Time: 3981.51 ms [2022-02-10 01:34:14 main:574] : INFO : Epoch 1814 | loss: 0.0310866 | val_loss: 0.0311397 | Time: 4560.46 ms [2022-02-10 01:34:18 main:574] : INFO : Epoch 1815 | loss: 0.0310934 | val_loss: 0.0311389 | Time: 3972.49 ms [2022-02-10 01:34:22 main:574] : INFO : Epoch 1816 | loss: 0.0310842 | val_loss: 0.0311421 | Time: 3960.78 ms [2022-02-10 01:34:26 main:574] : INFO : Epoch 1817 | loss: 0.0310818 | val_loss: 0.0311337 | Time: 3993.11 ms [2022-02-10 01:34:30 main:574] : INFO : Epoch 1818 | loss: 0.0310803 | val_loss: 0.0311423 | Time: 4000.62 ms [2022-02-10 01:34:34 main:574] : INFO : Epoch 1819 | loss: 0.0310792 | val_loss: 0.0311357 | Time: 3984.28 ms [2022-02-10 01:34:38 main:574] : INFO : Epoch 1820 | loss: 0.0310809 | val_loss: 0.0311351 | Time: 3963.94 ms [2022-02-10 01:34:42 main:574] : INFO : Epoch 1821 | loss: 0.031088 | val_loss: 0.031149 | Time: 3987.56 ms [2022-02-10 01:34:46 main:574] : INFO : Epoch 1822 | loss: 0.0310826 | val_loss: 0.0311382 | Time: 3975.1 ms [2022-02-10 01:34:50 main:574] : INFO : Epoch 1823 | loss: 0.031081 | val_loss: 0.0311358 | Time: 3995.07 ms [2022-02-10 01:34:54 main:574] : INFO : Epoch 1824 | loss: 0.0310886 | val_loss: 0.0311336 | Time: 4188.42 ms [2022-02-10 01:34:58 main:574] : INFO : Epoch 1825 | loss: 0.0310855 | val_loss: 0.0311319 | Time: 3966.01 ms [2022-02-10 01:35:02 main:574] : INFO : Epoch 1826 | loss: 0.031085 | val_loss: 0.031145 | Time: 4017.37 ms [2022-02-10 01:35:06 main:574] : INFO : Epoch 1827 | loss: 0.0310928 | val_loss: 0.031144 | Time: 3971.76 ms [2022-02-10 01:35:10 main:574] : INFO : Epoch 1828 | loss: 0.0310938 | val_loss: 0.0311377 | Time: 3985.39 ms [2022-02-10 01:35:14 main:574] : INFO : Epoch 1829 | loss: 0.0310869 | val_loss: 0.0311398 | Time: 3982.41 ms [2022-02-10 01:35:18 main:574] : INFO : Epoch 1830 | loss: 0.0310878 | val_loss: 0.0311391 | Time: 3998.05 ms [2022-02-10 01:35:22 main:574] : INFO : Epoch 1831 | loss: 0.0310891 | val_loss: 0.0311313 | Time: 4022.25 ms [2022-02-10 01:35:26 main:574] : INFO : Epoch 1832 | loss: 0.0311001 | val_loss: 0.0311456 | Time: 3989.44 ms [2022-02-10 01:35:30 main:574] : INFO : Epoch 1833 | loss: 0.0311061 | val_loss: 0.0311404 | Time: 3930.66 ms [2022-02-10 01:35:34 main:574] : INFO : Epoch 1834 | loss: 0.0311045 | val_loss: 0.0311247 | Time: 3980.19 ms [2022-02-10 01:35:38 main:574] : INFO : Epoch 1835 | loss: 0.0310937 | val_loss: 0.0311308 | Time: 4001.66 ms [2022-02-10 01:35:42 main:574] : INFO : Epoch 1836 | loss: 0.0310886 | val_loss: 0.0311323 | Time: 3990.93 ms [2022-02-10 01:35:46 main:574] : INFO : Epoch 1837 | loss: 0.0310854 | val_loss: 0.0311367 | Time: 3962.58 ms [2022-02-10 01:35:50 main:574] : INFO : Epoch 1838 | loss: 0.0310865 | val_loss: 0.0311393 | Time: 3977.43 ms [2022-02-10 01:35:54 main:574] : INFO : Epoch 1839 | loss: 0.0310926 | val_loss: 0.0311369 | Time: 3916.77 ms [2022-02-10 01:35:58 main:574] : INFO : Epoch 1840 | loss: 0.0310895 | val_loss: 0.0311397 | Time: 3985.91 ms [2022-02-10 01:36:02 main:574] : INFO : Epoch 1841 | loss: 0.0310855 | val_loss: 0.0311388 | Time: 3966.24 ms [2022-02-10 01:36:05 main:574] : INFO : Epoch 1842 | loss: 0.0310886 | val_loss: 0.0311334 | Time: 3976.57 ms [2022-02-10 01:36:10 main:574] : INFO : Epoch 1843 | loss: 0.0310838 | val_loss: 0.0311411 | Time: 4014.56 ms [2022-02-10 01:36:13 main:574] : INFO : Epoch 1844 | loss: 0.0311042 | val_loss: 0.0311496 | Time: 3964.32 ms [2022-02-10 01:36:17 main:574] : INFO : Epoch 1845 | loss: 0.0311165 | val_loss: 0.0311418 | Time: 3978.46 ms [2022-02-10 01:36:21 main:574] : INFO : Epoch 1846 | loss: 0.0311079 | val_loss: 0.0311316 | Time: 3979.25 ms [2022-02-10 01:36:25 main:574] : INFO : Epoch 1847 | loss: 0.0311033 | val_loss: 0.0311285 | Time: 4001.53 ms [2022-02-10 01:36:29 main:574] : INFO : Epoch 1848 | loss: 0.0310981 | val_loss: 0.0311326 | Time: 3992.29 ms [2022-02-10 01:36:33 main:574] : INFO : Epoch 1849 | loss: 0.031097 | val_loss: 0.0311302 | Time: 3981.15 ms [2022-02-10 01:36:37 main:574] : INFO : Epoch 1850 | loss: 0.0310941 | val_loss: 0.0311373 | Time: 4016.97 ms [2022-02-10 01:36:41 main:574] : INFO : Epoch 1851 | loss: 0.0310929 | val_loss: 0.0311337 | Time: 4005.08 ms [2022-02-10 01:36:45 main:574] : INFO : Epoch 1852 | loss: 0.0310882 | val_loss: 0.0311351 | Time: 3958.19 ms [2022-02-10 01:36:49 main:574] : INFO : Epoch 1853 | loss: 0.0310875 | val_loss: 0.031138 | Time: 3891.94 ms [2022-02-10 01:36:53 main:574] : INFO : Epoch 1854 | loss: 0.0310869 | val_loss: 0.0311343 | Time: 4025.39 ms [2022-02-10 01:36:57 main:574] : INFO : Epoch 1855 | loss: 0.0310894 | val_loss: 0.0311326 | Time: 3996.26 ms [2022-02-10 01:37:01 main:574] : INFO : Epoch 1856 | loss: 0.0310852 | val_loss: 0.0311348 | Time: 4006.21 ms [2022-02-10 01:37:05 main:574] : INFO : Epoch 1857 | loss: 0.031087 | val_loss: 0.0311387 | Time: 3989.97 ms [2022-02-10 01:37:09 main:574] : INFO : Epoch 1858 | loss: 0.0310917 | val_loss: 0.0311335 | Time: 3948.01 ms [2022-02-10 01:37:13 main:574] : INFO : Epoch 1859 | loss: 0.0311019 | val_loss: 0.0311412 | Time: 4000.07 ms [2022-02-10 01:37:18 main:574] : INFO : Epoch 1860 | loss: 0.0310948 | val_loss: 0.0311351 | Time: 4514.34 ms [2022-02-10 01:37:22 main:574] : INFO : Epoch 1861 | loss: 0.031093 | val_loss: 0.0311345 | Time: 3950.07 ms [2022-02-10 01:37:26 main:574] : INFO : Epoch 1862 | loss: 0.0311009 | val_loss: 0.0311477 | Time: 4001.13 ms [2022-02-10 01:37:30 main:574] : INFO : Epoch 1863 | loss: 0.0311216 | val_loss: 0.0311421 | Time: 4009.56 ms [2022-02-10 01:37:34 main:574] : INFO : Epoch 1864 | loss: 0.0311218 | val_loss: 0.0311366 | Time: 3978.15 ms [2022-02-10 01:37:38 main:574] : INFO : Epoch 1865 | loss: 0.0311208 | val_loss: 0.0311454 | Time: 3993.7 ms [2022-02-10 01:37:42 main:574] : INFO : Epoch 1866 | loss: 0.0311141 | val_loss: 0.0311378 | Time: 3948.18 ms [2022-02-10 01:37:46 main:574] : INFO : Epoch 1867 | loss: 0.0311119 | val_loss: 0.0311439 | Time: 3944.74 ms [2022-02-10 01:37:50 main:574] : INFO : Epoch 1868 | loss: 0.0311142 | val_loss: 0.0311368 | Time: 3925.49 ms [2022-02-10 01:37:54 main:574] : INFO : Epoch 1869 | loss: 0.0311065 | val_loss: 0.0311342 | Time: 3991.34 ms [2022-02-10 01:37:58 main:574] : INFO : Epoch 1870 | loss: 0.0311037 | val_loss: 0.0311344 | Time: 3974.56 ms [2022-02-10 01:38:02 main:574] : INFO : Epoch 1871 | loss: 0.0311024 | val_loss: 0.0311321 | Time: 3997.9 ms [2022-02-10 01:38:05 main:574] : INFO : Epoch 1872 | loss: 0.0311036 | val_loss: 0.0311294 | Time: 3987.6 ms [2022-02-10 01:38:09 main:574] : INFO : Epoch 1873 | loss: 0.0311011 | val_loss: 0.0311311 | Time: 3989.29 ms [2022-02-10 01:38:13 main:574] : INFO : Epoch 1874 | loss: 0.0310985 | val_loss: 0.0311316 | Time: 3990.34 ms [2022-02-10 01:38:17 main:574] : INFO : Epoch 1875 | loss: 0.0311037 | val_loss: 0.0311293 | Time: 3989.73 ms [2022-02-10 01:38:21 main:574] : INFO : Epoch 1876 | loss: 0.0311067 | val_loss: 0.0311296 | Time: 4015.09 ms [2022-02-10 01:38:25 main:574] : INFO : Epoch 1877 | loss: 0.0310988 | val_loss: 0.0311326 | Time: 4000.68 ms [2022-02-10 01:38:29 main:574] : INFO : Epoch 1878 | loss: 0.0311003 | val_loss: 0.0311398 | Time: 3998.87 ms [2022-02-10 01:38:33 main:574] : INFO : Epoch 1879 | loss: 0.0310967 | val_loss: 0.031139 | Time: 3985.45 ms [2022-02-10 01:38:37 main:574] : INFO : Epoch 1880 | loss: 0.0311043 | val_loss: 0.0311489 | Time: 3996.41 ms [2022-02-10 01:38:41 main:574] : INFO : Epoch 1881 | loss: 0.0311099 | val_loss: 0.0311324 | Time: 4020.5 ms [2022-02-10 01:38:45 main:574] : INFO : Epoch 1882 | loss: 0.0311039 | val_loss: 0.0311369 | Time: 3992.92 ms [2022-02-10 01:38:49 main:574] : INFO : Epoch 1883 | loss: 0.0310969 | val_loss: 0.0311355 | Time: 3935.43 ms [2022-02-10 01:38:53 main:574] : INFO : Epoch 1884 | loss: 0.0310984 | val_loss: 0.0311376 | Time: 3981.21 ms [2022-02-10 01:38:57 main:574] : INFO : Epoch 1885 | loss: 0.0310998 | val_loss: 0.0311477 | Time: 3990.42 ms [2022-02-10 01:39:01 main:574] : INFO : Epoch 1886 | loss: 0.0311017 | val_loss: 0.0311297 | Time: 3961.82 ms [2022-02-10 01:39:05 main:574] : INFO : Epoch 1887 | loss: 0.0310971 | val_loss: 0.0311295 | Time: 3940.99 ms [2022-02-10 01:39:09 main:574] : INFO : Epoch 1888 | loss: 0.0310943 | val_loss: 0.0311297 | Time: 4009.42 ms [2022-02-10 01:39:13 main:574] : INFO : Epoch 1889 | loss: 0.0310965 | val_loss: 0.0311332 | Time: 4018.17 ms [2022-02-10 01:39:17 main:574] : INFO : Epoch 1890 | loss: 0.0310936 | val_loss: 0.0311338 | Time: 4032.3 ms [2022-02-10 01:39:21 main:574] : INFO : Epoch 1891 | loss: 0.031092 | val_loss: 0.0311376 | Time: 4022.38 ms [2022-02-10 01:39:25 main:574] : INFO : Epoch 1892 | loss: 0.0310971 | val_loss: 0.0311386 | Time: 4033.01 ms [2022-02-10 01:39:29 main:574] : INFO : Epoch 1893 | loss: 0.0310953 | val_loss: 0.0311306 | Time: 4009.72 ms [2022-02-10 01:39:33 main:574] : INFO : Epoch 1894 | loss: 0.0310965 | val_loss: 0.0311271 | Time: 4027.62 ms [2022-02-10 01:39:37 main:574] : INFO : Epoch 1895 | loss: 0.031093 | val_loss: 0.0311377 | Time: 4028.52 ms [2022-02-10 01:39:42 main:574] : INFO : Epoch 1896 | loss: 0.0311019 | val_loss: 0.0311258 | Time: 4031.67 ms [2022-02-10 01:39:46 main:574] : INFO : Epoch 1897 | loss: 0.0310995 | val_loss: 0.0311299 | Time: 4147.2 ms [2022-02-10 01:39:50 main:574] : INFO : Epoch 1898 | loss: 0.0310983 | val_loss: 0.0311341 | Time: 3966.54 ms [2022-02-10 01:39:54 main:574] : INFO : Epoch 1899 | loss: 0.0310955 | val_loss: 0.0311293 | Time: 4008.38 ms [2022-02-10 01:39:58 main:574] : INFO : Epoch 1900 | loss: 0.0310944 | val_loss: 0.0311371 | Time: 4027.08 ms [2022-02-10 01:40:02 main:574] : INFO : Epoch 1901 | loss: 0.0310975 | val_loss: 0.0311288 | Time: 4019.29 ms [2022-02-10 01:40:06 main:574] : INFO : Epoch 1902 | loss: 0.0310923 | val_loss: 0.0311388 | Time: 3953.64 ms [2022-02-10 01:40:10 main:574] : INFO : Epoch 1903 | loss: 0.031098 | val_loss: 0.0311312 | Time: 3965.45 ms [2022-02-10 01:40:14 main:574] : INFO : Epoch 1904 | loss: 0.0310921 | val_loss: 0.0311334 | Time: 3994.56 ms [2022-02-10 01:40:18 main:574] : INFO : Epoch 1905 | loss: 0.0310897 | val_loss: 0.0311421 | Time: 4365.6 ms [2022-02-10 01:40:22 main:574] : INFO : Epoch 1906 | loss: 0.0310916 | val_loss: 0.0311411 | Time: 4008.05 ms [2022-02-10 01:40:26 main:574] : INFO : Epoch 1907 | loss: 0.0310885 | val_loss: 0.0311431 | Time: 4067.45 ms [2022-02-10 01:40:30 main:574] : INFO : Epoch 1908 | loss: 0.0310909 | val_loss: 0.0311412 | Time: 4005.31 ms [2022-02-10 01:40:34 main:574] : INFO : Epoch 1909 | loss: 0.031089 | val_loss: 0.0311323 | Time: 4003.03 ms [2022-02-10 01:40:38 main:574] : INFO : Epoch 1910 | loss: 0.0310874 | val_loss: 0.0311363 | Time: 4021.93 ms [2022-02-10 01:40:42 main:574] : INFO : Epoch 1911 | loss: 0.0310916 | val_loss: 0.0311392 | Time: 3997.5 ms [2022-02-10 01:40:46 main:574] : INFO : Epoch 1912 | loss: 0.031089 | val_loss: 0.0311354 | Time: 3940.18 ms [2022-02-10 01:40:50 main:574] : INFO : Epoch 1913 | loss: 0.0310895 | val_loss: 0.0311422 | Time: 3977.65 ms [2022-02-10 01:40:54 main:574] : INFO : Epoch 1914 | loss: 0.0310902 | val_loss: 0.0311472 | Time: 4024.51 ms [2022-02-10 01:40:58 main:574] : INFO : Epoch 1915 | loss: 0.0310868 | val_loss: 0.0311399 | Time: 4003.66 ms [2022-02-10 01:41:02 main:574] : INFO : Epoch 1916 | loss: 0.0310835 | val_loss: 0.0311422 | Time: 4006.59 ms [2022-02-10 01:41:06 main:574] : INFO : Epoch 1917 | loss: 0.0310885 | val_loss: 0.031143 | Time: 4029.47 ms [2022-02-10 01:41:10 main:574] : INFO : Epoch 1918 | loss: 0.031088 | val_loss: 0.0311384 | Time: 4012.36 ms [2022-02-10 01:41:14 main:574] : INFO : Epoch 1919 | loss: 0.0310823 | val_loss: 0.0311387 | Time: 4007.41 ms [2022-02-10 01:41:18 main:574] : INFO : Epoch 1920 | loss: 0.0310827 | val_loss: 0.0311413 | Time: 4024.19 ms [2022-02-10 01:41:22 main:574] : INFO : Epoch 1921 | loss: 0.0310853 | val_loss: 0.0311359 | Time: 4025.61 ms [2022-02-10 01:41:26 main:574] : INFO : Epoch 1922 | loss: 0.0310878 | val_loss: 0.0311456 | Time: 4020.88 ms [2022-02-10 01:41:30 main:574] : INFO : Epoch 1923 | loss: 0.0310888 | val_loss: 0.0311462 | Time: 3971.25 ms [2022-02-10 01:41:34 main:574] : INFO : Epoch 1924 | loss: 0.0310943 | val_loss: 0.031131 | Time: 4022.8 ms [2022-02-10 01:41:38 main:574] : INFO : Epoch 1925 | loss: 0.0310972 | val_loss: 0.0311367 | Time: 3986.71 ms [2022-02-10 01:41:42 main:574] : INFO : Epoch 1926 | loss: 0.0310962 | val_loss: 0.031134 | Time: 3909.34 ms [2022-02-10 01:41:46 main:574] : INFO : Epoch 1927 | loss: 0.0310914 | val_loss: 0.0311352 | Time: 3993.37 ms [2022-02-10 01:41:50 main:574] : INFO : Epoch 1928 | loss: 0.0310894 | val_loss: 0.0311306 | Time: 3989.15 ms [2022-02-10 01:41:54 main:574] : INFO : Epoch 1929 | loss: 0.031092 | val_loss: 0.0311355 | Time: 4034.07 ms [2022-02-10 01:41:58 main:574] : INFO : Epoch 1930 | loss: 0.031094 | val_loss: 0.0311295 | Time: 3971 ms [2022-02-10 01:42:02 main:574] : INFO : Epoch 1931 | loss: 0.0310896 | val_loss: 0.0311452 | Time: 3978.82 ms [2022-02-10 01:42:06 main:574] : INFO : Epoch 1932 | loss: 0.0310941 | val_loss: 0.0311355 | Time: 4007.06 ms [2022-02-10 01:42:10 main:574] : INFO : Epoch 1933 | loss: 0.0310857 | val_loss: 0.0311376 | Time: 4002.92 ms [2022-02-10 01:42:14 main:574] : INFO : Epoch 1934 | loss: 0.0310839 | val_loss: 0.0311337 | Time: 3981.72 ms [2022-02-10 01:42:18 main:574] : INFO : Epoch 1935 | loss: 0.0310879 | val_loss: 0.0311352 | Time: 3995.79 ms [2022-02-10 01:42:22 main:574] : INFO : Epoch 1936 | loss: 0.0310918 | val_loss: 0.0311366 | Time: 4001.2 ms [2022-02-10 01:42:26 main:574] : INFO : Epoch 1937 | loss: 0.0310908 | val_loss: 0.0311323 | Time: 3988.53 ms [2022-02-10 01:42:30 main:574] : INFO : Epoch 1938 | loss: 0.0310891 | val_loss: 0.0311424 | Time: 4004.2 ms [2022-02-10 01:42:34 main:574] : INFO : Epoch 1939 | loss: 0.0310978 | val_loss: 0.0311327 | Time: 4000.09 ms [2022-02-10 01:42:38 main:574] : INFO : Epoch 1940 | loss: 0.0310896 | val_loss: 0.0311339 | Time: 3990.56 ms [2022-02-10 01:42:42 main:574] : INFO : Epoch 1941 | loss: 0.0310884 | val_loss: 0.0311474 | Time: 3967.62 ms [2022-02-10 01:42:46 main:574] : INFO : Epoch 1942 | loss: 0.0310962 | val_loss: 0.0311452 | Time: 4047.5 ms [2022-02-10 01:42:50 main:574] : INFO : Epoch 1943 | loss: 0.031089 | val_loss: 0.031139 | Time: 4010.46 ms [2022-02-10 01:42:54 main:574] : INFO : Epoch 1944 | loss: 0.031088 | val_loss: 0.0311354 | Time: 4009.08 ms [2022-02-10 01:42:58 main:574] : INFO : Epoch 1945 | loss: 0.0310834 | val_loss: 0.0311337 | Time: 4004.06 ms [2022-02-10 01:43:02 main:574] : INFO : Epoch 1946 | loss: 0.0310846 | val_loss: 0.0311292 | Time: 4007.47 ms [2022-02-10 01:43:06 main:574] : INFO : Epoch 1947 | loss: 0.0310814 | val_loss: 0.0311303 | Time: 4017.7 ms [2022-02-10 01:43:10 main:574] : INFO : Epoch 1948 | loss: 0.0310835 | val_loss: 0.0311354 | Time: 4005.03 ms [2022-02-10 01:43:14 main:574] : INFO : Epoch 1949 | loss: 0.0310869 | val_loss: 0.0311365 | Time: 4010.75 ms [2022-02-10 01:43:18 main:574] : INFO : Epoch 1950 | loss: 0.0310859 | val_loss: 0.0311437 | Time: 4357.37 ms [2022-02-10 01:43:22 main:574] : INFO : Epoch 1951 | loss: 0.0310915 | val_loss: 0.0311325 | Time: 4006.23 ms [2022-02-10 01:43:27 main:574] : INFO : Epoch 1952 | loss: 0.0310881 | val_loss: 0.0311252 | Time: 4029.15 ms [2022-02-10 01:43:31 main:574] : INFO : Epoch 1953 | loss: 0.0310851 | val_loss: 0.031133 | Time: 4042.79 ms [2022-02-10 01:43:35 main:574] : INFO : Epoch 1954 | loss: 0.0310954 | val_loss: 0.0311343 | Time: 4026.38 ms [2022-02-10 01:43:39 main:574] : INFO : Epoch 1955 | loss: 0.031093 | val_loss: 0.0311301 | Time: 3963.61 ms [2022-02-10 01:43:43 main:574] : INFO : Epoch 1956 | loss: 0.0310877 | val_loss: 0.031127 | Time: 4037.17 ms [2022-02-10 01:43:47 main:574] : INFO : Epoch 1957 | loss: 0.03109 | val_loss: 0.0311303 | Time: 3981.13 ms [2022-02-10 01:43:51 main:574] : INFO : Epoch 1958 | loss: 0.0310859 | val_loss: 0.031128 | Time: 4034.2 ms [2022-02-10 01:43:55 main:574] : INFO : Epoch 1959 | loss: 0.0310814 | val_loss: 0.0311277 | Time: 4018.82 ms [2022-02-10 01:43:59 main:574] : INFO : Epoch 1960 | loss: 0.0310816 | val_loss: 0.0311339 | Time: 4017.36 ms [2022-02-10 01:44:03 main:574] : INFO : Epoch 1961 | loss: 0.0310846 | val_loss: 0.0311451 | Time: 3984.08 ms [2022-02-10 01:44:07 main:574] : INFO : Epoch 1962 | loss: 0.0311052 | val_loss: 0.0311371 | Time: 4008.59 ms [2022-02-10 01:44:11 main:574] : INFO : Epoch 1963 | loss: 0.031091 | val_loss: 0.0311287 | Time: 3996.91 ms [2022-02-10 01:44:15 main:574] : INFO : Epoch 1964 | loss: 0.0310844 | val_loss: 0.0311295 | Time: 3997.71 ms [2022-02-10 01:44:19 main:574] : INFO : Epoch 1965 | loss: 0.0310904 | val_loss: 0.0311282 | Time: 4037.35 ms [2022-02-10 01:44:23 main:574] : INFO : Epoch 1966 | loss: 0.0310979 | val_loss: 0.0311326 | Time: 3981.35 ms [2022-02-10 01:44:27 main:574] : INFO : Epoch 1967 | loss: 0.0310926 | val_loss: 0.0311299 | Time: 3981.55 ms [2022-02-10 01:44:31 main:574] : INFO : Epoch 1968 | loss: 0.0310911 | val_loss: 0.0311323 | Time: 4008.05 ms [2022-02-10 01:44:35 main:574] : INFO : Epoch 1969 | loss: 0.0310862 | val_loss: 0.0311328 | Time: 4006.88 ms [2022-02-10 01:44:39 main:574] : INFO : Epoch 1970 | loss: 0.0310862 | val_loss: 0.0311303 | Time: 4136.14 ms [2022-02-10 01:44:43 main:574] : INFO : Epoch 1971 | loss: 0.0310864 | val_loss: 0.0311319 | Time: 4021.78 ms [2022-02-10 01:44:47 main:574] : INFO : Epoch 1972 | loss: 0.0310875 | val_loss: 0.0311518 | Time: 4003.98 ms [2022-02-10 01:44:51 main:574] : INFO : Epoch 1973 | loss: 0.0310959 | val_loss: 0.0311638 | Time: 4016.37 ms [2022-02-10 01:44:55 main:574] : INFO : Epoch 1974 | loss: 0.0311118 | val_loss: 0.0312586 | Time: 3991.59 ms [2022-02-10 01:44:59 main:574] : INFO : Epoch 1975 | loss: 0.0315493 | val_loss: 0.0335014 | Time: 3974.72 ms [2022-02-10 01:45:03 main:574] : INFO : Epoch 1976 | loss: 0.0324576 | val_loss: 0.0313791 | Time: 3990.98 ms [2022-02-10 01:45:07 main:574] : INFO : Epoch 1977 | loss: 0.031306 | val_loss: 0.0312017 | Time: 3976.32 ms [2022-02-10 01:45:11 main:574] : INFO : Epoch 1978 | loss: 0.0311431 | val_loss: 0.0311978 | Time: 3982.4 ms [2022-02-10 01:45:15 main:574] : INFO : Epoch 1979 | loss: 0.0311106 | val_loss: 0.0311358 | Time: 3991.97 ms [2022-02-10 01:45:19 main:574] : INFO : Epoch 1980 | loss: 0.0310894 | val_loss: 0.0311413 | Time: 3986.51 ms [2022-02-10 01:45:23 main:574] : INFO : Epoch 1981 | loss: 0.0310841 | val_loss: 0.0311356 | Time: 3998.29 ms [2022-02-10 01:45:27 main:574] : INFO : Epoch 1982 | loss: 0.031085 | val_loss: 0.0311398 | Time: 3952.38 ms [2022-02-10 01:45:31 main:574] : INFO : Epoch 1983 | loss: 0.0310812 | val_loss: 0.0311423 | Time: 4020.45 ms [2022-02-10 01:45:35 main:574] : INFO : Epoch 1984 | loss: 0.0310871 | val_loss: 0.031142 | Time: 3986.57 ms [2022-02-10 01:45:39 main:574] : INFO : Epoch 1985 | loss: 0.0310875 | val_loss: 0.0311419 | Time: 3935.53 ms [2022-02-10 01:45:43 main:574] : INFO : Epoch 1986 | loss: 0.0310861 | val_loss: 0.0311458 | Time: 3966.62 ms [2022-02-10 01:45:47 main:574] : INFO : Epoch 1987 | loss: 0.0310875 | val_loss: 0.0311323 | Time: 3942.78 ms [2022-02-10 01:45:51 main:574] : INFO : Epoch 1988 | loss: 0.0310826 | val_loss: 0.0311338 | Time: 3976 ms [2022-02-10 01:45:55 main:574] : INFO : Epoch 1989 | loss: 0.0310831 | val_loss: 0.0311418 | Time: 3988.08 ms [2022-02-10 01:45:59 main:574] : INFO : Epoch 1990 | loss: 0.0310816 | val_loss: 0.0311379 | Time: 4008.51 ms [2022-02-10 01:46:03 main:574] : INFO : Epoch 1991 | loss: 0.0310857 | val_loss: 0.0311352 | Time: 3980.59 ms [2022-02-10 01:46:07 main:574] : INFO : Epoch 1992 | loss: 0.031083 | val_loss: 0.0311347 | Time: 3979.03 ms [2022-02-10 01:46:11 main:574] : INFO : Epoch 1993 | loss: 0.0310887 | val_loss: 0.0311352 | Time: 3979.97 ms [2022-02-10 01:46:15 main:574] : INFO : Epoch 1994 | loss: 0.0310799 | val_loss: 0.031137 | Time: 4006.22 ms [2022-02-10 01:46:19 main:574] : INFO : Epoch 1995 | loss: 0.0310773 | val_loss: 0.0311377 | Time: 4356.67 ms [2022-02-10 01:46:23 main:574] : INFO : Epoch 1996 | loss: 0.0310809 | val_loss: 0.0311306 | Time: 3966.62 ms [2022-02-10 01:46:27 main:574] : INFO : Epoch 1997 | loss: 0.0310815 | val_loss: 0.0311356 | Time: 3993.89 ms [2022-02-10 01:46:31 main:574] : INFO : Epoch 1998 | loss: 0.0310852 | val_loss: 0.0311339 | Time: 3975.03 ms [2022-02-10 01:46:35 main:574] : INFO : Epoch 1999 | loss: 0.0310814 | val_loss: 0.0311417 | Time: 3907.14 ms [2022-02-10 01:46:39 main:574] : INFO : Epoch 2000 | loss: 0.0310809 | val_loss: 0.0311339 | Time: 3982.93 ms [2022-02-10 01:46:43 main:574] : INFO : Epoch 2001 | loss: 0.0310781 | val_loss: 0.0311342 | Time: 3971.57 ms [2022-02-10 01:46:47 main:574] : INFO : Epoch 2002 | loss: 0.031076 | val_loss: 0.0311383 | Time: 3959.08 ms [2022-02-10 01:46:51 main:574] : INFO : Epoch 2003 | loss: 0.0310779 | val_loss: 0.0311482 | Time: 4015.92 ms [2022-02-10 01:46:55 main:574] : INFO : Epoch 2004 | loss: 0.0310825 | val_loss: 0.0311389 | Time: 3987.45 ms [2022-02-10 01:46:59 main:574] : INFO : Epoch 2005 | loss: 0.0310805 | val_loss: 0.0311354 | Time: 4005.65 ms [2022-02-10 01:47:03 main:574] : INFO : Epoch 2006 | loss: 0.0310798 | val_loss: 0.0311344 | Time: 3970.07 ms [2022-02-10 01:47:07 main:574] : INFO : Epoch 2007 | loss: 0.0310858 | val_loss: 0.031137 | Time: 3943.61 ms [2022-02-10 01:47:11 main:574] : INFO : Epoch 2008 | loss: 0.0310865 | val_loss: 0.0311376 | Time: 4012.64 ms [2022-02-10 01:47:15 main:574] : INFO : Epoch 2009 | loss: 0.0310796 | val_loss: 0.0311359 | Time: 4006.8 ms [2022-02-10 01:47:19 main:574] : INFO : Epoch 2010 | loss: 0.0310782 | val_loss: 0.031136 | Time: 3989.35 ms [2022-02-10 01:47:23 main:574] : INFO : Epoch 2011 | loss: 0.0310766 | val_loss: 0.0311427 | Time: 4005.98 ms [2022-02-10 01:47:27 main:574] : INFO : Epoch 2012 | loss: 0.0310727 | val_loss: 0.0311399 | Time: 3999.54 ms [2022-02-10 01:47:31 main:574] : INFO : Epoch 2013 | loss: 0.0310744 | val_loss: 0.0311427 | Time: 4005.59 ms [2022-02-10 01:47:35 main:574] : INFO : Epoch 2014 | loss: 0.031077 | val_loss: 0.0311418 | Time: 3951.82 ms [2022-02-10 01:47:39 main:574] : INFO : Epoch 2015 | loss: 0.0310758 | val_loss: 0.0311423 | Time: 3992.54 ms [2022-02-10 01:47:43 main:574] : INFO : Epoch 2016 | loss: 0.0310732 | val_loss: 0.0311379 | Time: 4018.09 ms [2022-02-10 01:47:47 main:574] : INFO : Epoch 2017 | loss: 0.0310726 | val_loss: 0.0311364 | Time: 3994.95 ms [2022-02-10 01:47:51 main:574] : INFO : Epoch 2018 | loss: 0.0310724 | val_loss: 0.031134 | Time: 4008.42 ms [2022-02-10 01:47:55 main:574] : INFO : Epoch 2019 | loss: 0.0310727 | val_loss: 0.0311407 | Time: 4025.69 ms [2022-02-10 01:47:59 main:574] : INFO : Epoch 2020 | loss: 0.0310736 | val_loss: 0.0311402 | Time: 4024.5 ms [2022-02-10 01:48:03 main:574] : INFO : Epoch 2021 | loss: 0.0310769 | val_loss: 0.0311379 | Time: 4020.82 ms [2022-02-10 01:48:07 main:574] : INFO : Epoch 2022 | loss: 0.0310785 | val_loss: 0.0311347 | Time: 4014.22 ms [2022-02-10 01:48:11 main:574] : INFO : Epoch 2023 | loss: 0.0310762 | val_loss: 0.031147 | Time: 4019.1 ms [2022-02-10 01:48:15 main:574] : INFO : Epoch 2024 | loss: 0.0310739 | val_loss: 0.0311391 | Time: 3990.5 ms [2022-02-10 01:48:19 main:574] : INFO : Epoch 2025 | loss: 0.0310742 | val_loss: 0.0311405 | Time: 4014.17 ms [2022-02-10 01:48:23 main:574] : INFO : Epoch 2026 | loss: 0.0310779 | val_loss: 0.0311427 | Time: 4022.34 ms [2022-02-10 01:48:27 main:574] : INFO : Epoch 2027 | loss: 0.0310775 | val_loss: 0.0311372 | Time: 3990.04 ms [2022-02-10 01:48:31 main:574] : INFO : Epoch 2028 | loss: 0.0310721 | val_loss: 0.0311378 | Time: 4004.82 ms [2022-02-10 01:48:35 main:574] : INFO : Epoch 2029 | loss: 0.0310711 | val_loss: 0.0311363 | Time: 3979.76 ms [2022-02-10 01:48:39 main:574] : INFO : Epoch 2030 | loss: 0.0310708 | val_loss: 0.0311351 | Time: 4007.46 ms [2022-02-10 01:48:43 main:574] : INFO : Epoch 2031 | loss: 0.0310773 | val_loss: 0.0311284 | Time: 4023.39 ms [2022-02-10 01:48:47 main:574] : INFO : Epoch 2032 | loss: 0.0310811 | val_loss: 0.0311379 | Time: 4045.8 ms [2022-02-10 01:48:51 main:574] : INFO : Epoch 2033 | loss: 0.0310764 | val_loss: 0.0311374 | Time: 4008.39 ms [2022-02-10 01:48:55 main:574] : INFO : Epoch 2034 | loss: 0.0310745 | val_loss: 0.0311315 | Time: 4045.8 ms [2022-02-10 01:48:59 main:574] : INFO : Epoch 2035 | loss: 0.0310813 | val_loss: 0.0311409 | Time: 4017.85 ms [2022-02-10 01:49:03 main:574] : INFO : Epoch 2036 | loss: 0.0310774 | val_loss: 0.0311386 | Time: 4004.29 ms [2022-02-10 01:49:07 main:574] : INFO : Epoch 2037 | loss: 0.0310785 | val_loss: 0.0311421 | Time: 4024.42 ms [2022-02-10 01:49:11 main:574] : INFO : Epoch 2038 | loss: 0.0310732 | val_loss: 0.031136 | Time: 4040.54 ms [2022-02-10 01:49:15 main:574] : INFO : Epoch 2039 | loss: 0.0310717 | val_loss: 0.031139 | Time: 4023.16 ms [2022-02-10 01:49:19 main:574] : INFO : Epoch 2040 | loss: 0.0310739 | val_loss: 0.0311428 | Time: 4038.51 ms [2022-02-10 01:49:23 main:574] : INFO : Epoch 2041 | loss: 0.0310762 | val_loss: 0.0311447 | Time: 4388.69 ms [2022-02-10 01:49:27 main:574] : INFO : Epoch 2042 | loss: 0.0310771 | val_loss: 0.0311399 | Time: 4031.29 ms [2022-02-10 01:49:31 main:574] : INFO : Epoch 2043 | loss: 0.031074 | val_loss: 0.0311345 | Time: 4038.62 ms [2022-02-10 01:49:35 main:574] : INFO : Epoch 2044 | loss: 0.0310754 | val_loss: 0.0311356 | Time: 4016.71 ms [2022-02-10 01:49:40 main:574] : INFO : Epoch 2045 | loss: 0.0310757 | val_loss: 0.031137 | Time: 4020.75 ms [2022-02-10 01:49:44 main:574] : INFO : Epoch 2046 | loss: 0.0310725 | val_loss: 0.0311356 | Time: 4005.99 ms [2022-02-10 01:49:48 main:574] : INFO : Epoch 2047 | loss: 0.031076 | val_loss: 0.0311349 | Time: 3996.1 ms [2022-02-10 01:49:52 main:574] : INFO : Epoch 2048 | loss: 0.0310759 | val_loss: 0.0311423 | Time: 3981.44 ms [2022-02-10 01:49:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311423 [2022-02-10 01:49:52 main:603] : INFO : Saving end state to config to file [2022-02-10 01:49:52 main:608] : INFO : Success, exiting.. 01:49:52 (9396): 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)