Task 10247800
| Name | ParityModified-1639950353-28363-1-0_0 |
| Workunit | 7607795 |
| Created | 28 Dec 2021, 15:33:16 UTC |
| Sent | 14 Jan 2022, 18:15:37 UTC |
| Report deadline | 22 Jan 2022, 18:15:37 UTC |
| Received | 15 Jan 2022, 2:15:59 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 4 hours 45 min 58 sec |
| CPU time | 4 hours 4 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.46 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1567 | loss: 0.0311476 | val_loss: 0.0311654 | Time: 8188.08 ms [2022-01-14 17:03:51 main:574] : INFO : Epoch 1568 | loss: 0.0311489 | val_loss: 0.0311655 | Time: 8047.73 ms [2022-01-14 17:03:59 main:574] : INFO : Epoch 1569 | loss: 0.0311471 | val_loss: 0.0311696 | Time: 8200.08 ms [2022-01-14 17:04:07 main:574] : INFO : Epoch 1570 | loss: 0.0311459 | val_loss: 0.0311657 | Time: 8138.45 ms [2022-01-14 17:04:16 main:574] : INFO : Epoch 1571 | loss: 0.0311425 | val_loss: 0.0311615 | Time: 8098.85 ms [2022-01-14 17:04:23 main:574] : INFO : Epoch 1572 | loss: 0.031141 | val_loss: 0.031166 | Time: 7815.95 ms [2022-01-14 17:04:31 main:574] : INFO : Epoch 1573 | loss: 0.0311405 | val_loss: 0.0311648 | Time: 7991.66 ms [2022-01-14 17:04:39 main:574] : INFO : Epoch 1574 | loss: 0.0311412 | val_loss: 0.0311709 | Time: 8108.69 ms [2022-01-14 17:04:48 main:574] : INFO : Epoch 1575 | loss: 0.0311447 | val_loss: 0.0311658 | Time: 8039.66 ms [2022-01-14 17:04:56 main:574] : INFO : Epoch 1576 | loss: 0.0311474 | val_loss: 0.031173 | Time: 8319.98 ms [2022-01-14 17:05:05 main:574] : INFO : Epoch 1577 | loss: 0.0311488 | val_loss: 0.0311673 | Time: 8651.97 ms [2022-01-14 17:05:13 main:574] : INFO : Epoch 1578 | loss: 0.0311433 | val_loss: 0.0311658 | Time: 8702.44 ms [2022-01-14 17:05:21 main:574] : INFO : Epoch 1579 | loss: 0.0311461 | val_loss: 0.0311679 | Time: 7859.31 ms [2022-01-14 17:05:29 main:574] : INFO : Epoch 1580 | loss: 0.0311441 | val_loss: 0.0311699 | Time: 8286.88 ms [2022-01-14 17:05:38 main:574] : INFO : Epoch 1581 | loss: 0.0311468 | val_loss: 0.0311703 | Time: 8470.58 ms [2022-01-14 17:05:46 main:574] : INFO : Epoch 1582 | loss: 0.0311504 | val_loss: 0.031164 | Time: 8044.6 ms [2022-01-14 17:05:54 main:574] : INFO : Epoch 1583 | loss: 0.0311486 | val_loss: 0.0311655 | Time: 8058.14 ms [2022-01-14 17:06:02 main:574] : INFO : Epoch 1584 | loss: 0.0311474 | val_loss: 0.0311699 | Time: 7908.05 ms [2022-01-14 17:06:10 main:574] : INFO : Epoch 1585 | loss: 0.0311447 | val_loss: 0.0311639 | Time: 8223.84 ms [2022-01-14 17:06:19 main:574] : INFO : Epoch 1586 | loss: 0.0311427 | val_loss: 0.0311659 | Time: 8352.11 ms [2022-01-14 17:06:27 main:574] : INFO : Epoch 1587 | loss: 0.031143 | val_loss: 0.0311643 | Time: 8303.96 ms [2022-01-14 17:06:35 main:574] : INFO : Epoch 1588 | loss: 0.0311412 | val_loss: 0.0311627 | Time: 8518.42 ms [2022-01-14 17:06:43 main:574] : INFO : Epoch 1589 | loss: 0.0311405 | val_loss: 0.0311616 | Time: 7650.86 ms [2022-01-14 17:06:52 main:574] : INFO : Epoch 1590 | loss: 0.0311424 | val_loss: 0.0311746 | Time: 8460.33 ms [2022-01-14 17:07:00 main:574] : INFO : Epoch 1591 | loss: 0.0311447 | val_loss: 0.0311664 | Time: 8107.95 ms [2022-01-14 17:07:08 main:574] : INFO : Epoch 1592 | loss: 0.0311395 | val_loss: 0.031163 | Time: 8274.48 ms [2022-01-14 17:07:16 main:574] : INFO : Epoch 1593 | loss: 0.0311366 | val_loss: 0.0311613 | Time: 8249.57 ms [2022-01-14 17:07:24 main:574] : INFO : Epoch 1594 | loss: 0.0311372 | val_loss: 0.0311617 | Time: 8263.24 ms [2022-01-14 17:07:33 main:574] : INFO : Epoch 1595 | loss: 0.0311397 | val_loss: 0.0311704 | Time: 8243.27 ms [2022-01-14 17:07:41 main:574] : INFO : Epoch 1596 | loss: 0.0311397 | val_loss: 0.0311662 | Time: 7820.43 ms [2022-01-14 17:07:49 main:574] : INFO : Epoch 1597 | loss: 0.0311368 | val_loss: 0.031163 | Time: 8034.98 ms [2022-01-14 17:07:57 main:574] : INFO : Epoch 1598 | loss: 0.0311363 | val_loss: 0.0311634 | Time: 8552.47 ms [2022-01-14 17:08:05 main:574] : INFO : Epoch 1599 | loss: 0.0311371 | val_loss: 0.0311671 | Time: 8132.82 ms [2022-01-14 17:08:13 main:574] : INFO : Epoch 1600 | loss: 0.0311375 | val_loss: 0.0311673 | Time: 8044.4 ms [2022-01-14 17:08:22 main:574] : INFO : Epoch 1601 | loss: 0.0311354 | val_loss: 0.0311638 | Time: 8168.81 ms [2022-01-14 17:08:30 main:574] : INFO : Epoch 1602 | loss: 0.0311362 | val_loss: 0.0311638 | Time: 8425.58 ms [2022-01-14 17:08:39 main:574] : INFO : Epoch 1603 | loss: 0.0311367 | val_loss: 0.0311685 | Time: 8498.53 ms [2022-01-14 17:08:47 main:574] : INFO : Epoch 1604 | loss: 0.0311381 | val_loss: 0.0311665 | Time: 8480.47 ms [2022-01-14 17:08:55 main:574] : INFO : Epoch 1605 | loss: 0.0311385 | val_loss: 0.0311692 | Time: 7927.22 ms [2022-01-14 17:09:03 main:574] : INFO : Epoch 1606 | loss: 0.0311364 | val_loss: 0.0311656 | Time: 8468.81 ms [2022-01-14 17:09:11 main:574] : INFO : Epoch 1607 | loss: 0.0311354 | val_loss: 0.0311696 | Time: 7981.24 ms [2022-01-14 17:09:20 main:574] : INFO : Epoch 1608 | loss: 0.0311352 | val_loss: 0.0311663 | Time: 8503.19 ms [2022-01-14 17:09:28 main:574] : INFO : Epoch 1609 | loss: 0.031133 | val_loss: 0.031165 | Time: 8245.65 ms [2022-01-14 17:09:37 main:574] : INFO : Epoch 1610 | loss: 0.0311354 | val_loss: 0.0311709 | Time: 8330.87 ms [2022-01-14 17:09:45 main:574] : INFO : Epoch 1611 | loss: 0.0311371 | val_loss: 0.0311687 | Time: 8026.68 ms [2022-01-14 17:09:53 main:574] : INFO : Epoch 1612 | loss: 0.0311395 | val_loss: 0.0311664 | Time: 7905.5 ms [2022-01-14 17:10:00 main:574] : INFO : Epoch 1613 | loss: 0.0311366 | val_loss: 0.0311678 | Time: 7949.94 ms [2022-01-14 17:10:09 main:574] : INFO : Epoch 1614 | loss: 0.031134 | val_loss: 0.0311665 | Time: 8297.89 ms [2022-01-14 17:10:17 main:574] : INFO : Epoch 1615 | loss: 0.0311336 | val_loss: 0.0311651 | Time: 7940.86 ms [2022-01-14 17:10:25 main:574] : INFO : Epoch 1616 | loss: 0.0311309 | val_loss: 0.0311695 | Time: 8304.7 ms [2022-01-14 17:10:33 main:574] : INFO : Epoch 1617 | loss: 0.0311325 | val_loss: 0.0311643 | Time: 7953.73 ms [2022-01-14 17:10:41 main:574] : INFO : Epoch 1618 | loss: 0.0311313 | val_loss: 0.0311763 | Time: 7503.66 ms [2022-01-14 17:10:49 main:574] : INFO : Epoch 1619 | loss: 0.0311344 | val_loss: 0.0311635 | Time: 8515.89 ms [2022-01-14 17:10:57 main:574] : INFO : Epoch 1620 | loss: 0.0311321 | val_loss: 0.0311634 | Time: 8183.11 ms [2022-01-14 17:11:05 main:574] : INFO : Epoch 1621 | loss: 0.0311352 | val_loss: 0.031165 | Time: 8094.08 ms [2022-01-14 17:11:13 main:574] : INFO : Epoch 1622 | loss: 0.031132 | val_loss: 0.0311607 | Time: 7945.16 ms [2022-01-14 17:11:21 main:574] : INFO : Epoch 1623 | loss: 0.0311352 | val_loss: 0.0311667 | Time: 8046.54 ms [2022-01-14 17:11:30 main:574] : INFO : Epoch 1624 | loss: 0.0311321 | val_loss: 0.0311737 | Time: 8280.97 ms [2022-01-14 17:11:38 main:574] : INFO : Epoch 1625 | loss: 0.0311347 | val_loss: 0.0311767 | Time: 8279.06 ms [2022-01-14 17:11:46 main:574] : INFO : Epoch 1626 | loss: 0.0311378 | val_loss: 0.031168 | Time: 8054.52 ms [2022-01-14 17:11:54 main:574] : INFO : Epoch 1627 | loss: 0.0311352 | val_loss: 0.031162 | Time: 7840.05 ms [2022-01-14 17:12:02 main:574] : INFO : Epoch 1628 | loss: 0.0311327 | val_loss: 0.0311629 | Time: 7852.37 ms [2022-01-14 17:12:10 main:574] : INFO : Epoch 1629 | loss: 0.0311316 | val_loss: 0.0311657 | Time: 8249.33 ms [2022-01-14 17:12:18 main:574] : INFO : Epoch 1630 | loss: 0.0311321 | val_loss: 0.0311656 | Time: 8103.2 ms [2022-01-14 17:12:26 main:574] : INFO : Epoch 1631 | loss: 0.0311332 | val_loss: 0.031162 | Time: 7741.87 ms [2022-01-14 17:12:34 main:574] : INFO : Epoch 1632 | loss: 0.0311347 | val_loss: 0.0311621 | Time: 8240.91 ms [2022-01-14 17:12:42 main:574] : INFO : Epoch 1633 | loss: 0.0311369 | val_loss: 0.0311607 | Time: 8120.57 ms [2022-01-14 17:12:50 main:574] : INFO : Epoch 1634 | loss: 0.0311358 | val_loss: 0.0311596 | Time: 8089.1 ms [2022-01-14 17:12:59 main:574] : INFO : Epoch 1635 | loss: 0.0311369 | val_loss: 0.0311656 | Time: 8380.65 ms [2022-01-14 17:13:07 main:574] : INFO : Epoch 1636 | loss: 0.0311341 | val_loss: 0.0311606 | Time: 8487.37 ms [2022-01-14 17:13:16 main:574] : INFO : Epoch 1637 | loss: 0.0311327 | val_loss: 0.0311665 | Time: 8364.72 ms [2022-01-14 17:13:24 main:574] : INFO : Epoch 1638 | loss: 0.0311329 | val_loss: 0.0311596 | Time: 8038.65 ms [2022-01-14 17:13:32 main:574] : INFO : Epoch 1639 | loss: 0.0311331 | val_loss: 0.0311589 | Time: 8340.3 ms [2022-01-14 17:13:40 main:574] : INFO : Epoch 1640 | loss: 0.0311342 | val_loss: 0.0311624 | Time: 8113.75 ms [2022-01-14 17:13:48 main:574] : INFO : Epoch 1641 | loss: 0.0311296 | val_loss: 0.0311648 | Time: 7925.43 ms [2022-01-14 17:13:57 main:574] : INFO : Epoch 1642 | loss: 0.0311325 | val_loss: 0.0311684 | Time: 8637.35 ms [2022-01-14 17:14:05 main:574] : INFO : Epoch 1643 | loss: 0.0311372 | val_loss: 0.031161 | Time: 7743.08 ms [2022-01-14 17:14:13 main:574] : INFO : Epoch 1644 | loss: 0.0311355 | val_loss: 0.0311671 | Time: 8744.65 ms [2022-01-14 17:14:21 main:574] : INFO : Epoch 1645 | loss: 0.0311371 | val_loss: 0.0311681 | Time: 7636.57 ms [2022-01-14 17:14:29 main:574] : INFO : Epoch 1646 | loss: 0.0311311 | val_loss: 0.0311633 | Time: 8399.85 ms [2022-01-14 17:14:38 main:574] : INFO : Epoch 1647 | loss: 0.0311278 | val_loss: 0.0311635 | Time: 8377.4 ms [2022-01-14 17:14:46 main:574] : INFO : Epoch 1648 | loss: 0.0311299 | val_loss: 0.0311646 | Time: 7955.05 ms [2022-01-14 17:14:54 main:574] : INFO : Epoch 1649 | loss: 0.0311321 | val_loss: 0.0311663 | Time: 8683.88 ms [2022-01-14 17:15:02 main:574] : INFO : Epoch 1650 | loss: 0.0311374 | val_loss: 0.0311676 | Time: 7745.96 ms [2022-01-14 17:15:10 main:574] : INFO : Epoch 1651 | loss: 0.0311357 | val_loss: 0.0311633 | Time: 8101.72 ms [2022-01-14 17:15:19 main:574] : INFO : Epoch 1652 | loss: 0.031134 | val_loss: 0.0311646 | Time: 8465.35 ms [2022-01-14 17:15:27 main:574] : INFO : Epoch 1653 | loss: 0.0311331 | val_loss: 0.0311638 | Time: 8359.22 ms [2022-01-14 17:15:36 main:574] : INFO : Epoch 1654 | loss: 0.0311324 | val_loss: 0.0311606 | Time: 8496.49 ms [2022-01-14 17:15:43 main:574] : INFO : Epoch 1655 | loss: 0.0311309 | val_loss: 0.0311622 | Time: 7583.84 ms [2022-01-14 17:15:52 main:574] : INFO : Epoch 1656 | loss: 0.0311303 | val_loss: 0.0311639 | Time: 8965.21 ms [2022-01-14 17:16:01 main:574] : INFO : Epoch 1657 | loss: 0.0311369 | val_loss: 0.0311669 | Time: 8375.13 ms [2022-01-14 17:16:09 main:574] : INFO : Epoch 1658 | loss: 0.0311365 | val_loss: 0.0311639 | Time: 8056.22 ms [2022-01-14 17:16:17 main:574] : INFO : Epoch 1659 | loss: 0.0311319 | val_loss: 0.0311643 | Time: 7974.95 ms [2022-01-14 17:16:25 main:574] : INFO : Epoch 1660 | loss: 0.0311356 | val_loss: 0.0311609 | Time: 7884.29 ms [2022-01-14 17:16:33 main:574] : INFO : Epoch 1661 | loss: 0.0311317 | val_loss: 0.0311631 | Time: 8228.36 ms [2022-01-14 17:16:41 main:574] : INFO : Epoch 1662 | loss: 0.0311294 | val_loss: 0.0311604 | Time: 8129.69 ms [2022-01-14 17:16:50 main:574] : INFO : Epoch 1663 | loss: 0.0311291 | val_loss: 0.03116 | Time: 8633.63 ms [2022-01-14 17:16:58 main:574] : INFO : Epoch 1664 | loss: 0.0311306 | val_loss: 0.0311648 | Time: 8716.45 ms [2022-01-14 17:17:07 main:574] : INFO : Epoch 1665 | loss: 0.0311316 | val_loss: 0.031161 | Time: 8111.26 ms [2022-01-14 17:17:16 main:574] : INFO : Epoch 1666 | loss: 0.0311342 | val_loss: 0.0311616 | Time: 9129.19 ms [2022-01-14 17:17:23 main:574] : INFO : Epoch 1667 | loss: 0.0311338 | val_loss: 0.0311614 | Time: 7822.28 ms [2022-01-14 17:17:32 main:574] : INFO : Epoch 1668 | loss: 0.0311298 | val_loss: 0.031162 | Time: 8226.21 ms [2022-01-14 17:17:41 main:574] : INFO : Epoch 1669 | loss: 0.0311281 | val_loss: 0.0311644 | Time: 8873.29 ms [2022-01-14 17:17:49 main:574] : INFO : Epoch 1670 | loss: 0.031127 | val_loss: 0.031167 | Time: 8325.13 ms [2022-01-14 17:17:57 main:574] : INFO : Epoch 1671 | loss: 0.0311274 | val_loss: 0.0311754 | Time: 8177.25 ms [2022-01-14 17:18:05 main:574] : INFO : Epoch 1672 | loss: 0.0311385 | val_loss: 0.0311701 | Time: 7943.37 ms [2022-01-14 17:18:13 main:574] : INFO : Epoch 1673 | loss: 0.0311362 | val_loss: 0.0311667 | Time: 8240.62 ms [2022-01-14 17:18:21 main:574] : INFO : Epoch 1674 | loss: 0.0311361 | val_loss: 0.0311662 | Time: 7879.39 ms [2022-01-14 17:18:30 main:574] : INFO : Epoch 1675 | loss: 0.031133 | val_loss: 0.0311663 | Time: 8772.25 ms [2022-01-14 17:18:38 main:574] : INFO : Epoch 1676 | loss: 0.0311296 | val_loss: 0.0311631 | Time: 8307.02 ms [2022-01-14 17:18:46 main:574] : INFO : Epoch 1677 | loss: 0.0311286 | val_loss: 0.0311674 | Time: 7739.88 ms [2022-01-14 17:18:55 main:574] : INFO : Epoch 1678 | loss: 0.031131 | val_loss: 0.0311639 | Time: 8681.23 ms [2022-01-14 17:19:03 main:574] : INFO : Epoch 1679 | loss: 0.0311321 | val_loss: 0.0311693 | Time: 7831.18 ms [2022-01-14 17:19:11 main:574] : INFO : Epoch 1680 | loss: 0.0311293 | val_loss: 0.031173 | Time: 8740.36 ms [2022-01-14 17:19:20 main:574] : INFO : Epoch 1681 | loss: 0.0311295 | val_loss: 0.0311689 | Time: 8277.19 ms [2022-01-14 17:19:28 main:574] : INFO : Epoch 1682 | loss: 0.0311303 | val_loss: 0.0311642 | Time: 8015.23 ms [2022-01-14 17:19:36 main:574] : INFO : Epoch 1683 | loss: 0.0311303 | val_loss: 0.0311657 | Time: 8358.36 ms [2022-01-14 17:19:44 main:574] : INFO : Epoch 1684 | loss: 0.0311305 | val_loss: 0.0311612 | Time: 8128.12 ms [2022-01-14 17:19:53 main:574] : INFO : Epoch 1685 | loss: 0.0311278 | val_loss: 0.0311709 | Time: 8635.43 ms [2022-01-14 17:20:01 main:574] : INFO : Epoch 1686 | loss: 0.031125 | val_loss: 0.0311656 | Time: 8106.78 ms [2022-01-14 17:20:10 main:574] : INFO : Epoch 1687 | loss: 0.0311239 | val_loss: 0.0311607 | Time: 8491.08 ms [2022-01-14 17:20:18 main:574] : INFO : Epoch 1688 | loss: 0.0311231 | val_loss: 0.0311604 | Time: 8563.59 ms [2022-01-14 17:20:26 main:574] : INFO : Epoch 1689 | loss: 0.0311331 | val_loss: 0.0311657 | Time: 7908.56 ms [2022-01-14 17:20:34 main:574] : INFO : Epoch 1690 | loss: 0.0311331 | val_loss: 0.0311635 | Time: 8175.38 ms [2022-01-14 17:20:42 main:574] : INFO : Epoch 1691 | loss: 0.0311315 | val_loss: 0.0311665 | Time: 7774.05 ms [2022-01-14 17:20:50 main:574] : INFO : Epoch 1692 | loss: 0.0311263 | val_loss: 0.0311681 | Time: 8087.61 ms [2022-01-14 17:20:58 main:574] : INFO : Epoch 1693 | loss: 0.0311265 | val_loss: 0.0311698 | Time: 8238.07 ms [2022-01-14 17:21:06 main:574] : INFO : Epoch 1694 | loss: 0.0311247 | val_loss: 0.0311638 | Time: 8084.79 ms [2022-01-14 17:21:14 main:574] : INFO : Epoch 1695 | loss: 0.0311264 | val_loss: 0.0311719 | Time: 7999.63 ms [2022-01-14 17:21:22 main:574] : INFO : Epoch 1696 | loss: 0.0311286 | val_loss: 0.0311674 | Time: 7656.67 ms [2022-01-14 17:21:30 main:574] : INFO : Epoch 1697 | loss: 0.0311267 | val_loss: 0.0311691 | Time: 8211.6 ms [2022-01-14 17:21:38 main:574] : INFO : Epoch 1698 | loss: 0.0311275 | val_loss: 0.0311679 | Time: 7995.57 ms [2022-01-14 17:21:46 main:574] : INFO : Epoch 1699 | loss: 0.0311263 | val_loss: 0.0311627 | Time: 7828.06 ms [2022-01-14 17:21:55 main:574] : INFO : Epoch 1700 | loss: 0.0311265 | val_loss: 0.0311618 | Time: 8465.43 ms [2022-01-14 17:22:03 main:574] : INFO : Epoch 1701 | loss: 0.0311276 | val_loss: 0.03118 | Time: 8152.51 ms [2022-01-14 17:22:11 main:574] : INFO : Epoch 1702 | loss: 0.0311306 | val_loss: 0.0311625 | Time: 7949.78 ms [2022-01-14 17:22:18 main:574] : INFO : Epoch 1703 | loss: 0.031129 | val_loss: 0.031166 | Time: 7654.57 ms [2022-01-14 17:22:27 main:574] : INFO : Epoch 1704 | loss: 0.0311257 | val_loss: 0.0311679 | Time: 8091.29 ms [2022-01-14 17:22:35 main:574] : INFO : Epoch 1705 | loss: 0.0311246 | val_loss: 0.0311653 | Time: 7958.16 ms [2022-01-14 17:22:43 main:574] : INFO : Epoch 1706 | loss: 0.0311233 | val_loss: 0.0311676 | Time: 8069.07 ms [2022-01-14 17:22:51 main:574] : INFO : Epoch 1707 | loss: 0.0311208 | val_loss: 0.031165 | Time: 8121.33 ms [2022-01-14 17:22:59 main:574] : INFO : Epoch 1708 | loss: 0.0311243 | val_loss: 0.031165 | Time: 8701.77 ms [2022-01-14 17:23:07 main:574] : INFO : Epoch 1709 | loss: 0.0311301 | val_loss: 0.0311655 | Time: 7845.73 ms [2022-01-14 17:23:16 main:574] : INFO : Epoch 1710 | loss: 0.0311335 | val_loss: 0.0311633 | Time: 8339.72 ms [2022-01-14 17:23:23 main:574] : INFO : Epoch 1711 | loss: 0.0311388 | val_loss: 0.0311676 | Time: 7687.75 ms [2022-01-14 17:23:31 main:574] : INFO : Epoch 1712 | loss: 0.0311346 | val_loss: 0.031163 | Time: 7923.74 ms [2022-01-14 17:23:39 main:574] : INFO : Epoch 1713 | loss: 0.0311318 | val_loss: 0.0311661 | Time: 7948.27 ms [2022-01-14 17:23:47 main:574] : INFO : Epoch 1714 | loss: 0.0311329 | val_loss: 0.0311623 | Time: 8080.22 ms [2022-01-14 17:23:56 main:574] : INFO : Epoch 1715 | loss: 0.031132 | val_loss: 0.0311629 | Time: 8301.4 ms [2022-01-14 17:24:04 main:574] : INFO : Epoch 1716 | loss: 0.0311296 | val_loss: 0.0311708 | Time: 8048.11 ms [2022-01-14 17:24:12 main:574] : INFO : Epoch 1717 | loss: 0.031129 | val_loss: 0.0311698 | Time: 8704.77 ms [2022-01-14 17:24:21 main:574] : INFO : Epoch 1718 | loss: 0.0311286 | val_loss: 0.0311697 | Time: 8291.86 ms [2022-01-14 17:24:29 main:574] : INFO : Epoch 1719 | loss: 0.0311281 | val_loss: 0.0311663 | Time: 7821.19 ms [2022-01-14 17:24:36 main:574] : INFO : Epoch 1720 | loss: 0.0311275 | val_loss: 0.0311673 | Time: 7840.79 ms [2022-01-14 17:24:44 main:574] : INFO : Epoch 1721 | loss: 0.0311266 | val_loss: 0.0311659 | Time: 7860.62 ms [2022-01-14 17:24:53 main:574] : INFO : Epoch 1722 | loss: 0.0311259 | val_loss: 0.0311654 | Time: 8223.6 ms [2022-01-14 17:25:01 main:574] : INFO : Epoch 1723 | loss: 0.0311345 | val_loss: 0.0311656 | Time: 8458.42 ms [2022-01-14 17:25:09 main:574] : INFO : Epoch 1724 | loss: 0.0311417 | val_loss: 0.0311664 | Time: 7864.97 ms [2022-01-14 17:25:18 main:574] : INFO : Epoch 1725 | loss: 0.0311398 | val_loss: 0.0311751 | Time: 8733.45 ms [2022-01-14 17:25:26 main:574] : INFO : Epoch 1726 | loss: 0.0311392 | val_loss: 0.0311652 | Time: 8212.15 ms [2022-01-14 17:25:34 main:574] : INFO : Epoch 1727 | loss: 0.0311267 | val_loss: 0.0311595 | Time: 8001.51 ms [2022-01-14 17:25:42 main:574] : INFO : Epoch 1728 | loss: 0.0311282 | val_loss: 0.0311676 | Time: 8123.14 ms [2022-01-14 17:25:50 main:574] : INFO : Epoch 1729 | loss: 0.0311251 | val_loss: 0.0311629 | Time: 8169.09 ms [2022-01-14 17:25:58 main:574] : INFO : Epoch 1730 | loss: 0.0311317 | val_loss: 0.0311632 | Time: 8207.66 ms [2022-01-14 17:26:06 main:574] : INFO : Epoch 1731 | loss: 0.031132 | val_loss: 0.0311716 | Time: 7679.38 ms [2022-01-14 17:26:14 main:574] : INFO : Epoch 1732 | loss: 0.0311265 | val_loss: 0.0311668 | Time: 8222.43 ms [2022-01-14 17:26:23 main:574] : INFO : Epoch 1733 | loss: 0.0311254 | val_loss: 0.0311664 | Time: 8402.47 ms [2022-01-14 17:26:31 main:574] : INFO : Epoch 1734 | loss: 0.0311301 | val_loss: 0.0311671 | Time: 8192.65 ms [2022-01-14 17:26:39 main:574] : INFO : Epoch 1735 | loss: 0.031129 | val_loss: 0.0311629 | Time: 8146.48 ms [2022-01-14 17:26:47 main:574] : INFO : Epoch 1736 | loss: 0.0311299 | val_loss: 0.0311662 | Time: 7916.05 ms [2022-01-14 17:26:56 main:574] : INFO : Epoch 1737 | loss: 0.0311497 | val_loss: 0.0311631 | Time: 8595.8 ms [2022-01-14 17:27:04 main:574] : INFO : Epoch 1738 | loss: 0.0311512 | val_loss: 0.0311644 | Time: 8284.9 ms [2022-01-14 17:27:12 main:574] : INFO : Epoch 1739 | loss: 0.0311494 | val_loss: 0.031167 | Time: 8063.67 ms [2022-01-14 17:27:20 main:574] : INFO : Epoch 1740 | loss: 0.0311442 | val_loss: 0.031162 | Time: 7819.33 ms [2022-01-14 17:27:29 main:574] : INFO : Epoch 1741 | loss: 0.0311421 | val_loss: 0.0311641 | Time: 8549.41 ms [2022-01-14 17:27:37 main:574] : INFO : Epoch 1742 | loss: 0.0311388 | val_loss: 0.0311635 | Time: 8195.16 ms [2022-01-14 17:27:45 main:574] : INFO : Epoch 1743 | loss: 0.0311375 | val_loss: 0.0311626 | Time: 7781.87 ms [2022-01-14 17:27:53 main:574] : INFO : Epoch 1744 | loss: 0.0311366 | val_loss: 0.0311632 | Time: 8707.63 ms [2022-01-14 17:28:01 main:574] : INFO : Epoch 1745 | loss: 0.0311368 | val_loss: 0.0311657 | Time: 8203.62 ms [2022-01-14 17:28:10 main:574] : INFO : Epoch 1746 | loss: 0.0311359 | val_loss: 0.0311635 | Time: 8361.72 ms [2022-01-14 17:28:18 main:574] : INFO : Epoch 1747 | loss: 0.0311349 | val_loss: 0.0311659 | Time: 8392.98 ms [2022-01-14 17:28:26 main:574] : INFO : Epoch 1748 | loss: 0.0311311 | val_loss: 0.0311649 | Time: 8016.51 ms [2022-01-14 17:28:35 main:574] : INFO : Epoch 1749 | loss: 0.0311351 | val_loss: 0.0311611 | Time: 8333.93 ms [2022-01-14 17:28:42 main:574] : INFO : Epoch 1750 | loss: 0.0311339 | val_loss: 0.0311728 | Time: 7642.81 ms [2022-01-14 17:28:50 main:574] : INFO : Epoch 1751 | loss: 0.0311339 | val_loss: 0.0311743 | Time: 7909.84 ms [2022-01-14 17:28:58 main:574] : INFO : Epoch 1752 | loss: 0.0311311 | val_loss: 0.031162 | Time: 7968.83 ms [2022-01-14 17:29:06 main:574] : INFO : Epoch 1753 | loss: 0.0311292 | val_loss: 0.0311645 | Time: 8072.14 ms [2022-01-14 17:29:15 main:574] : INFO : Epoch 1754 | loss: 0.031127 | val_loss: 0.0311632 | Time: 8849.94 ms [2022-01-14 17:29:23 main:574] : INFO : Epoch 1755 | loss: 0.0311248 | val_loss: 0.0311655 | Time: 8145.18 ms [2022-01-14 17:29:32 main:574] : INFO : Epoch 1756 | loss: 0.0311259 | val_loss: 0.0311633 | Time: 8516.51 ms [2022-01-14 17:29:40 main:574] : INFO : Epoch 1757 | loss: 0.0311276 | val_loss: 0.0311663 | Time: 8278.72 ms [2022-01-14 17:29:49 main:574] : INFO : Epoch 1758 | loss: 0.0311319 | val_loss: 0.0311666 | Time: 8411.47 ms [2022-01-14 17:29:57 main:574] : INFO : Epoch 1759 | loss: 0.0311315 | val_loss: 0.0311662 | Time: 8284.87 ms [2022-01-14 17:30:05 main:574] : INFO : Epoch 1760 | loss: 0.0311314 | val_loss: 0.0311661 | Time: 7973.71 ms [2022-01-14 17:30:13 main:574] : INFO : Epoch 1761 | loss: 0.0311307 | val_loss: 0.0311584 | Time: 8081.67 ms [2022-01-14 17:30:21 main:574] : INFO : Epoch 1762 | loss: 0.0311313 | val_loss: 0.0311622 | Time: 8264.88 ms [2022-01-14 17:30:29 main:574] : INFO : Epoch 1763 | loss: 0.0311332 | val_loss: 0.0311579 | Time: 8100.56 ms [2022-01-14 17:30:37 main:574] : INFO : Epoch 1764 | loss: 0.0311469 | val_loss: 0.0311619 | Time: 8044.24 ms [2022-01-14 17:30:46 main:574] : INFO : Epoch 1765 | loss: 0.0311489 | val_loss: 0.0311573 | Time: 8345.59 ms [2022-01-14 17:30:54 main:574] : INFO : Epoch 1766 | loss: 0.0311445 | val_loss: 0.0311557 | Time: 8209.79 ms [2022-01-14 17:31:02 main:574] : INFO : Epoch 1767 | loss: 0.0311415 | val_loss: 0.0311574 | Time: 7940.12 ms [2022-01-14 17:31:10 main:574] : INFO : Epoch 1768 | loss: 0.0311412 | val_loss: 0.0311581 | Time: 8167.48 ms [2022-01-14 17:31:18 main:574] : INFO : Epoch 1769 | loss: 0.0311401 | val_loss: 0.0311554 | Time: 8358.29 ms [2022-01-14 17:31:27 main:574] : INFO : Epoch 1770 | loss: 0.0311365 | val_loss: 0.0311624 | Time: 8103.4 ms [2022-01-14 17:31:35 main:574] : INFO : Epoch 1771 | loss: 0.0311376 | val_loss: 0.03116 | Time: 8071.18 ms [2022-01-14 17:31:43 main:574] : INFO : Epoch 1772 | loss: 0.0311385 | val_loss: 0.0311568 | Time: 8065.37 ms [2022-01-14 17:31:51 main:574] : INFO : Epoch 1773 | loss: 0.0311372 | val_loss: 0.0311599 | Time: 8325.96 ms [2022-01-14 17:31:59 main:574] : INFO : Epoch 1774 | loss: 0.031137 | val_loss: 0.0311565 | Time: 7789.49 ms [2022-01-14 17:32:07 main:574] : INFO : Epoch 1775 | loss: 0.0311356 | val_loss: 0.0311631 | Time: 7994.87 ms [2022-01-14 17:32:15 main:574] : INFO : Epoch 1776 | loss: 0.0311335 | val_loss: 0.0311757 | Time: 8239.52 ms [2022-01-14 17:32:23 main:574] : INFO : Epoch 1777 | loss: 0.031136 | val_loss: 0.031158 | Time: 7557.02 ms [2022-01-14 17:32:31 main:574] : INFO : Epoch 1778 | loss: 0.0311346 | val_loss: 0.0311634 | Time: 8259.8 ms [2022-01-14 17:32:39 main:574] : INFO : Epoch 1779 | loss: 0.0311382 | val_loss: 0.0311587 | Time: 8116.54 ms [2022-01-14 17:32:47 main:574] : INFO : Epoch 1780 | loss: 0.0311357 | val_loss: 0.0311614 | Time: 7992.67 ms [2022-01-14 17:32:55 main:574] : INFO : Epoch 1781 | loss: 0.0311361 | val_loss: 0.0311593 | Time: 8172.82 ms [2022-01-14 17:33:03 main:574] : INFO : Epoch 1782 | loss: 0.0311338 | val_loss: 0.0311591 | Time: 7382.59 ms [2022-01-14 17:33:11 main:574] : INFO : Epoch 1783 | loss: 0.0311359 | val_loss: 0.0311691 | Time: 8198.8 ms [2022-01-14 17:33:19 main:574] : INFO : Epoch 1784 | loss: 0.0311381 | val_loss: 0.0311699 | Time: 8261 ms [2022-01-14 17:33:27 main:574] : INFO : Epoch 1785 | loss: 0.0311418 | val_loss: 0.0311698 | Time: 7961.26 ms [2022-01-14 17:33:35 main:574] : INFO : Epoch 1786 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 8316.58 ms [2022-01-14 17:33:44 main:574] : INFO : Epoch 1787 | loss: 0.0311411 | val_loss: 0.0311623 | Time: 8091.39 ms [2022-01-14 17:33:52 main:574] : INFO : Epoch 1788 | loss: 0.0311499 | val_loss: 0.0311656 | Time: 7922.84 ms [2022-01-14 17:34:00 main:574] : INFO : Epoch 1789 | loss: 0.0311512 | val_loss: 0.0311583 | Time: 8093.71 ms [2022-01-14 17:34:08 main:574] : INFO : Epoch 1790 | loss: 0.0311489 | val_loss: 0.0311657 | Time: 8324.19 ms [2022-01-14 17:34:16 main:574] : INFO : Epoch 1791 | loss: 0.031156 | val_loss: 0.0311587 | Time: 8229.21 ms [2022-01-14 17:34:24 main:574] : INFO : Epoch 1792 | loss: 0.0311534 | val_loss: 0.0311743 | Time: 7965.49 ms [2022-01-14 17:34:32 main:574] : INFO : Epoch 1793 | loss: 0.0311525 | val_loss: 0.0311686 | Time: 7962.11 ms [2022-01-14 17:34:40 main:574] : INFO : Epoch 1794 | loss: 0.0311614 | val_loss: 0.0311662 | Time: 7923.3 ms [2022-01-14 17:34:48 main:574] : INFO : Epoch 1795 | loss: 0.031159 | val_loss: 0.0311669 | Time: 7896.94 ms [2022-01-14 17:34:56 main:574] : INFO : Epoch 1796 | loss: 0.0311564 | val_loss: 0.0311635 | Time: 8031.83 ms [2022-01-14 17:35:05 main:574] : INFO : Epoch 1797 | loss: 0.031155 | val_loss: 0.0311723 | Time: 8461.62 ms [2022-01-14 17:35:13 main:574] : INFO : Epoch 1798 | loss: 0.0311551 | val_loss: 0.0311635 | Time: 8664.95 ms [2022-01-14 17:35:22 main:574] : INFO : Epoch 1799 | loss: 0.0311496 | val_loss: 0.0311655 | Time: 8274.36 ms [2022-01-14 17:35:29 main:574] : INFO : Epoch 1800 | loss: 0.0311495 | val_loss: 0.031169 | Time: 7703.84 ms [2022-01-14 17:35:37 main:574] : INFO : Epoch 1801 | loss: 0.0311473 | val_loss: 0.0311631 | Time: 8012.3 ms [2022-01-14 17:35:45 main:574] : INFO : Epoch 1802 | loss: 0.0311454 | val_loss: 0.0311609 | Time: 7905.14 ms [2022-01-14 17:35:53 main:574] : INFO : Epoch 1803 | loss: 0.0311436 | val_loss: 0.0311612 | Time: 8108.2 ms [2022-01-14 17:36:02 main:574] : INFO : Epoch 1804 | loss: 0.0311443 | val_loss: 0.0311631 | Time: 8216.77 ms [2022-01-14 17:36:10 main:574] : INFO : Epoch 1805 | loss: 0.0311445 | val_loss: 0.0311603 | Time: 8157.64 ms [2022-01-14 17:36:18 main:574] : INFO : Epoch 1806 | loss: 0.0311472 | val_loss: 0.0311707 | Time: 8599.53 ms [2022-01-14 17:36:26 main:574] : INFO : Epoch 1807 | loss: 0.0311445 | val_loss: 0.0311649 | Time: 7698.88 ms [2022-01-14 17:36:35 main:574] : INFO : Epoch 1808 | loss: 0.0311412 | val_loss: 0.0311634 | Time: 8468.82 ms [2022-01-14 17:36:43 main:574] : INFO : Epoch 1809 | loss: 0.0311414 | val_loss: 0.0311633 | Time: 8054.71 ms [2022-01-14 17:36:50 main:574] : INFO : Epoch 1810 | loss: 0.0311394 | val_loss: 0.0311614 | Time: 7764.04 ms [2022-01-14 17:36:59 main:574] : INFO : Epoch 1811 | loss: 0.0311401 | val_loss: 0.0311628 | Time: 8400.39 ms [2022-01-14 17:37:07 main:574] : INFO : Epoch 1812 | loss: 0.0311383 | val_loss: 0.0311608 | Time: 8110.22 ms [2022-01-14 17:37:15 main:574] : INFO : Epoch 1813 | loss: 0.0311393 | val_loss: 0.0311637 | Time: 8254.58 ms [2022-01-14 17:37:23 main:574] : INFO : Epoch 1814 | loss: 0.0311385 | val_loss: 0.0311614 | Time: 7507.21 ms [2022-01-14 17:37:31 main:574] : INFO : Epoch 1815 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 8438.94 ms [2022-01-14 17:37:40 main:574] : INFO : Epoch 1816 | loss: 0.0311409 | val_loss: 0.0311662 | Time: 8472.74 ms [2022-01-14 17:37:48 main:574] : INFO : Epoch 1817 | loss: 0.0311407 | val_loss: 0.0311622 | Time: 8236.9 ms [2022-01-14 17:37:57 main:574] : INFO : Epoch 1818 | loss: 0.0311403 | val_loss: 0.0311648 | Time: 8720.92 ms [2022-01-14 17:38:05 main:574] : INFO : Epoch 1819 | loss: 0.0311381 | val_loss: 0.0311611 | Time: 8407.97 ms [2022-01-14 17:38:14 main:574] : INFO : Epoch 1820 | loss: 0.0311358 | val_loss: 0.0311605 | Time: 8820.53 ms [2022-01-14 17:38:22 main:574] : INFO : Epoch 1821 | loss: 0.0311385 | val_loss: 0.0311706 | Time: 8079.32 ms [2022-01-14 17:38:30 main:574] : INFO : Epoch 1822 | loss: 0.0311375 | val_loss: 0.0311603 | Time: 8520.24 ms [2022-01-14 17:38:38 main:574] : INFO : Epoch 1823 | loss: 0.0311359 | val_loss: 0.0311728 | Time: 7857.26 ms [2022-01-14 17:38:46 main:574] : INFO : Epoch 1824 | loss: 0.0311395 | val_loss: 0.031165 | Time: 8075.94 ms [2022-01-14 17:38:55 main:574] : INFO : Epoch 1825 | loss: 0.0311464 | val_loss: 0.0311613 | Time: 8262.37 ms [2022-01-14 17:39:03 main:574] : INFO : Epoch 1826 | loss: 0.0311455 | val_loss: 0.0311616 | Time: 8158.38 ms [2022-01-14 17:39:11 main:574] : INFO : Epoch 1827 | loss: 0.031145 | val_loss: 0.0311656 | Time: 8519.22 ms [2022-01-14 17:39:20 main:574] : INFO : Epoch 1828 | loss: 0.0311405 | val_loss: 0.0311681 | Time: 8721.5 ms [2022-01-14 17:39:28 main:574] : INFO : Epoch 1829 | loss: 0.0311387 | val_loss: 0.0311618 | Time: 7675.6 ms [2022-01-14 17:39:36 main:574] : INFO : Epoch 1830 | loss: 0.0311346 | val_loss: 0.0311619 | Time: 7768.92 ms [2022-01-14 17:39:43 main:574] : INFO : Epoch 1831 | loss: 0.0311359 | val_loss: 0.0311684 | Time: 7853.54 ms [2022-01-14 17:39:52 main:574] : INFO : Epoch 1832 | loss: 0.0311373 | val_loss: 0.0311622 | Time: 7991.49 ms [2022-01-14 17:40:00 main:574] : INFO : Epoch 1833 | loss: 0.031137 | val_loss: 0.0311635 | Time: 8788.53 ms [2022-01-14 17:40:08 main:574] : INFO : Epoch 1834 | loss: 0.0311336 | val_loss: 0.0311566 | Time: 7807.85 ms [2022-01-14 17:40:17 main:574] : INFO : Epoch 1835 | loss: 0.031132 | val_loss: 0.0311616 | Time: 8372.26 ms [2022-01-14 17:40:25 main:574] : INFO : Epoch 1836 | loss: 0.0311341 | val_loss: 0.0311664 | Time: 8509.02 ms [2022-01-14 17:40:33 main:574] : INFO : Epoch 1837 | loss: 0.0311341 | val_loss: 0.0311632 | Time: 7836.57 ms [2022-01-14 17:40:41 main:574] : INFO : Epoch 1838 | loss: 0.0311308 | val_loss: 0.0311676 | Time: 8274.02 ms [2022-01-14 17:40:49 main:574] : INFO : Epoch 1839 | loss: 0.0311317 | val_loss: 0.0311714 | Time: 7771.52 ms [2022-01-14 17:40:57 main:574] : INFO : Epoch 1840 | loss: 0.031135 | val_loss: 0.0311666 | Time: 7885.51 ms [2022-01-14 17:41:04 main:574] : INFO : Epoch 1841 | loss: 0.0311366 | val_loss: 0.0311648 | Time: 7480.26 ms [2022-01-14 17:41:12 main:574] : INFO : Epoch 1842 | loss: 0.0311375 | val_loss: 0.0311611 | Time: 8000.45 ms [2022-01-14 17:41:21 main:574] : INFO : Epoch 1843 | loss: 0.0311346 | val_loss: 0.0311618 | Time: 8417.75 ms [2022-01-14 17:41:28 main:574] : INFO : Epoch 1844 | loss: 0.031133 | val_loss: 0.0311713 | Time: 7548.79 ms [2022-01-14 17:41:37 main:574] : INFO : Epoch 1845 | loss: 0.031132 | val_loss: 0.0311642 | Time: 8171.47 ms [2022-01-14 17:41:45 main:574] : INFO : Epoch 1846 | loss: 0.0311287 | val_loss: 0.031162 | Time: 8099.42 ms [2022-01-14 17:41:53 main:574] : INFO : Epoch 1847 | loss: 0.0311298 | val_loss: 0.0311651 | Time: 7989.18 ms [2022-01-14 17:42:01 main:574] : INFO : Epoch 1848 | loss: 0.0311283 | val_loss: 0.031165 | Time: 8353.97 ms [2022-01-14 17:42:09 main:574] : INFO : Epoch 1849 | loss: 0.0311283 | val_loss: 0.0311652 | Time: 8070.56 ms [2022-01-14 17:42:17 main:574] : INFO : Epoch 1850 | loss: 0.0311305 | val_loss: 0.0311651 | Time: 8247.35 ms [2022-01-14 17:42:25 main:574] : INFO : Epoch 1851 | loss: 0.0311325 | val_loss: 0.0311619 | Time: 7508.83 ms [2022-01-14 17:42:33 main:574] : INFO : Epoch 1852 | loss: 0.0311321 | val_loss: 0.0311716 | Time: 8187.5 ms [2022-01-14 17:42:41 main:574] : INFO : Epoch 1853 | loss: 0.0311342 | val_loss: 0.0311687 | Time: 8334.69 ms [2022-01-14 17:42:50 main:574] : INFO : Epoch 1854 | loss: 0.0311321 | val_loss: 0.0311638 | Time: 8065.16 ms [2022-01-14 17:42:58 main:574] : INFO : Epoch 1855 | loss: 0.0311295 | val_loss: 0.0311624 | Time: 8109.42 ms [2022-01-14 17:43:06 main:574] : INFO : Epoch 1856 | loss: 0.0311306 | val_loss: 0.0311612 | Time: 7847.04 ms [2022-01-14 17:43:14 main:574] : INFO : Epoch 1857 | loss: 0.0311278 | val_loss: 0.0311686 | Time: 8070.52 ms [2022-01-14 17:43:22 main:574] : INFO : Epoch 1858 | loss: 0.0311297 | val_loss: 0.0311622 | Time: 8088.83 ms [2022-01-14 17:43:30 main:574] : INFO : Epoch 1859 | loss: 0.0311316 | val_loss: 0.0311633 | Time: 8030.94 ms [2022-01-14 17:43:38 main:574] : INFO : Epoch 1860 | loss: 0.0311333 | val_loss: 0.031169 | Time: 7880.98 ms [2022-01-14 17:43:46 main:574] : INFO : Epoch 1861 | loss: 0.0311338 | val_loss: 0.0311679 | Time: 8181.94 ms [2022-01-14 17:43:54 main:574] : INFO : Epoch 1862 | loss: 0.0311307 | val_loss: 0.0311647 | Time: 8081.41 ms [2022-01-14 17:44:02 main:574] : INFO : Epoch 1863 | loss: 0.0311293 | val_loss: 0.0311644 | Time: 8017.28 ms [2022-01-14 17:44:10 main:574] : INFO : Epoch 1864 | loss: 0.0311293 | val_loss: 0.0311713 | Time: 7817.55 ms [2022-01-14 17:44:18 main:574] : INFO : Epoch 1865 | loss: 0.0311297 | val_loss: 0.0311619 | Time: 8124.38 ms [2022-01-14 17:44:26 main:574] : INFO : Epoch 1866 | loss: 0.0311283 | val_loss: 0.0311727 | Time: 7807.73 ms [2022-01-14 17:44:34 main:574] : INFO : Epoch 1867 | loss: 0.0311286 | val_loss: 0.0311624 | Time: 8274.01 ms [2022-01-14 17:44:42 main:574] : INFO : Epoch 1868 | loss: 0.0311279 | val_loss: 0.0311615 | Time: 8163.25 ms [2022-01-14 17:44:50 main:574] : INFO : Epoch 1869 | loss: 0.0311311 | val_loss: 0.0311613 | Time: 7793.99 ms [2022-01-14 17:44:58 main:574] : INFO : Epoch 1870 | loss: 0.0311326 | val_loss: 0.0311669 | Time: 8017.91 ms [2022-01-14 17:45:06 main:574] : INFO : Epoch 1871 | loss: 0.0311337 | val_loss: 0.0311714 | Time: 7943.92 ms [2022-01-14 17:45:14 main:574] : INFO : Epoch 1872 | loss: 0.0311414 | val_loss: 0.0311635 | Time: 8371.13 ms [2022-01-14 17:45:23 main:574] : INFO : Epoch 1873 | loss: 0.0311427 | val_loss: 0.0311636 | Time: 8355.84 ms [2022-01-14 17:45:31 main:574] : INFO : Epoch 1874 | loss: 0.0311381 | val_loss: 0.0311573 | Time: 7860.19 ms [2022-01-14 17:45:39 main:574] : INFO : Epoch 1875 | loss: 0.0311413 | val_loss: 0.0311612 | Time: 8284.75 ms [2022-01-14 17:45:47 main:574] : INFO : Epoch 1876 | loss: 0.0311387 | val_loss: 0.0311605 | Time: 7816.9 ms [2022-01-14 17:45:55 main:574] : INFO : Epoch 1877 | loss: 0.0311364 | val_loss: 0.0311638 | Time: 8094.81 ms [2022-01-14 17:46:03 main:574] : INFO : Epoch 1878 | loss: 0.0311362 | val_loss: 0.0311661 | Time: 7782.64 ms [2022-01-14 17:46:11 main:574] : INFO : Epoch 1879 | loss: 0.0311381 | val_loss: 0.0311605 | Time: 8528.23 ms [2022-01-14 17:46:19 main:574] : INFO : Epoch 1880 | loss: 0.0311347 | val_loss: 0.0311596 | Time: 8067.16 ms [2022-01-14 17:46:27 main:574] : INFO : Epoch 1881 | loss: 0.0311365 | val_loss: 0.0311677 | Time: 8182.06 ms [2022-01-14 17:46:36 main:574] : INFO : Epoch 1882 | loss: 0.031141 | val_loss: 0.0311644 | Time: 8289.12 ms [2022-01-14 17:46:44 main:574] : INFO : Epoch 1883 | loss: 0.0311437 | val_loss: 0.0311643 | Time: 7912.26 ms [2022-01-14 17:46:52 main:574] : INFO : Epoch 1884 | loss: 0.0311416 | val_loss: 0.0311671 | Time: 8018.6 ms [2022-01-14 17:47:00 main:574] : INFO : Epoch 1885 | loss: 0.0311406 | val_loss: 0.0311598 | Time: 8582.15 ms [2022-01-14 17:47:09 main:574] : INFO : Epoch 1886 | loss: 0.0311393 | val_loss: 0.0311645 | Time: 8243.73 ms [2022-01-14 17:47:17 main:574] : INFO : Epoch 1887 | loss: 0.0311453 | val_loss: 0.0311612 | Time: 8386.06 ms [2022-01-14 17:47:25 main:574] : INFO : Epoch 1888 | loss: 0.0311414 | val_loss: 0.0311574 | Time: 7903.06 ms [2022-01-14 17:47:33 main:574] : INFO : Epoch 1889 | loss: 0.0311428 | val_loss: 0.031159 | Time: 8222.39 ms [2022-01-14 17:47:42 main:574] : INFO : Epoch 1890 | loss: 0.0311427 | val_loss: 0.0311595 | Time: 8506.47 ms [2022-01-14 17:47:49 main:574] : INFO : Epoch 1891 | loss: 0.0311418 | val_loss: 0.0311617 | Time: 7750.34 ms [2022-01-14 17:47:57 main:574] : INFO : Epoch 1892 | loss: 0.0311379 | val_loss: 0.0311637 | Time: 8022.21 ms [2022-01-14 17:48:05 main:574] : INFO : Epoch 1893 | loss: 0.0311371 | val_loss: 0.0311617 | Time: 7667.08 ms [2022-01-14 17:48:14 main:574] : INFO : Epoch 1894 | loss: 0.0311387 | val_loss: 0.0311627 | Time: 8354.03 ms [2022-01-14 17:48:22 main:574] : INFO : Epoch 1895 | loss: 0.0311436 | val_loss: 0.0311645 | Time: 8685.98 ms [2022-01-14 17:48:30 main:574] : INFO : Epoch 1896 | loss: 0.0311396 | val_loss: 0.0311603 | Time: 8244.59 ms [2022-01-14 17:48:39 main:574] : INFO : Epoch 1897 | loss: 0.0311362 | val_loss: 0.0311606 | Time: 8204.09 ms [2022-01-14 17:48:46 main:574] : INFO : Epoch 1898 | loss: 0.0311363 | val_loss: 0.0311603 | Time: 7752.28 ms [2022-01-14 17:48:54 main:574] : INFO : Epoch 1899 | loss: 0.0311358 | val_loss: 0.0311567 | Time: 7874.29 ms [2022-01-14 17:49:03 main:574] : INFO : Epoch 1900 | loss: 0.0311319 | val_loss: 0.0311602 | Time: 8273.55 ms [2022-01-14 17:49:11 main:574] : INFO : Epoch 1901 | loss: 0.0311315 | val_loss: 0.0311593 | Time: 8098.88 ms [2022-01-14 17:49:19 main:574] : INFO : Epoch 1902 | loss: 0.0311296 | val_loss: 0.0311613 | Time: 8546.83 ms [2022-01-14 17:49:27 main:574] : INFO : Epoch 1903 | loss: 0.031129 | val_loss: 0.0311605 | Time: 7792.38 ms [2022-01-14 17:49:35 main:574] : INFO : Epoch 1904 | loss: 0.0311278 | val_loss: 0.031159 | Time: 8355.59 ms [2022-01-14 17:49:43 main:574] : INFO : Epoch 1905 | loss: 0.0311284 | val_loss: 0.0311582 | Time: 7980.4 ms [2022-01-14 17:49:52 main:574] : INFO : Epoch 1906 | loss: 0.0311294 | val_loss: 0.0311662 | Time: 8229.02 ms [2022-01-14 17:50:00 main:574] : INFO : Epoch 1907 | loss: 0.0311313 | val_loss: 0.0311759 | Time: 8306.79 ms [2022-01-14 17:50:09 main:574] : INFO : Epoch 1908 | loss: 0.0311345 | val_loss: 0.0311666 | Time: 8449.99 ms [2022-01-14 17:50:16 main:574] : INFO : Epoch 1909 | loss: 0.0311377 | val_loss: 0.031169 | Time: 7914.78 ms [2022-01-14 17:50:25 main:574] : INFO : Epoch 1910 | loss: 0.0311401 | val_loss: 0.0311668 | Time: 8363.3 ms [2022-01-14 17:50:33 main:574] : INFO : Epoch 1911 | loss: 0.0311375 | val_loss: 0.0311612 | Time: 8156.58 ms [2022-01-14 17:50:41 main:574] : INFO : Epoch 1912 | loss: 0.0311322 | val_loss: 0.031164 | Time: 8239.74 ms [2022-01-14 17:50:49 main:574] : INFO : Epoch 1913 | loss: 0.0311321 | val_loss: 0.0311635 | Time: 8016.77 ms [2022-01-14 17:50:58 main:574] : INFO : Epoch 1914 | loss: 0.0311303 | val_loss: 0.0311624 | Time: 8253.1 ms [2022-01-14 17:51:05 main:574] : INFO : Epoch 1915 | loss: 0.0311321 | val_loss: 0.0311615 | Time: 7681.24 ms [2022-01-14 17:51:13 main:574] : INFO : Epoch 1916 | loss: 0.0311351 | val_loss: 0.0311581 | Time: 7940.83 ms [2022-01-14 17:51:21 main:574] : INFO : Epoch 1917 | loss: 0.0311324 | val_loss: 0.0311627 | Time: 8202.42 ms [2022-01-14 17:51:30 main:574] : INFO : Epoch 1918 | loss: 0.0311287 | val_loss: 0.0311601 | Time: 8369.89 ms [2022-01-14 17:51:38 main:574] : INFO : Epoch 1919 | loss: 0.0311267 | val_loss: 0.0311644 | Time: 8370.83 ms [2022-01-14 17:51:46 main:574] : INFO : Epoch 1920 | loss: 0.0311272 | val_loss: 0.0311634 | Time: 7557.02 ms [2022-01-14 17:51:54 main:574] : INFO : Epoch 1921 | loss: 0.0311283 | val_loss: 0.0311648 | Time: 8038.02 ms [2022-01-14 17:52:02 main:574] : INFO : Epoch 1922 | loss: 0.0311299 | val_loss: 0.0311609 | Time: 8422.28 ms [2022-01-14 17:52:10 main:574] : INFO : Epoch 1923 | loss: 0.0311306 | val_loss: 0.0311602 | Time: 7998.78 ms [2022-01-14 17:52:19 main:574] : INFO : Epoch 1924 | loss: 0.0311369 | val_loss: 0.0311615 | Time: 8747.61 ms [2022-01-14 17:52:27 main:574] : INFO : Epoch 1925 | loss: 0.031131 | val_loss: 0.0311629 | Time: 7960.14 ms [2022-01-14 17:52:35 main:574] : INFO : Epoch 1926 | loss: 0.0311298 | val_loss: 0.0311566 | Time: 8418.48 ms [2022-01-14 17:52:44 main:574] : INFO : Epoch 1927 | loss: 0.0311305 | val_loss: 0.0311626 | Time: 8357.01 ms [2022-01-14 17:52:52 main:574] : INFO : Epoch 1928 | loss: 0.0311274 | val_loss: 0.031158 | Time: 8235.66 ms [2022-01-14 17:53:01 main:574] : INFO : Epoch 1929 | loss: 0.0311254 | val_loss: 0.0311574 | Time: 8994.23 ms [2022-01-14 17:53:09 main:574] : INFO : Epoch 1930 | loss: 0.0311266 | val_loss: 0.0311626 | Time: 8156.13 ms [2022-01-14 17:53:17 main:574] : INFO : Epoch 1931 | loss: 0.0311432 | val_loss: 0.0311778 | Time: 8180.48 ms [2022-01-14 17:53:26 main:574] : INFO : Epoch 1932 | loss: 0.0316 | val_loss: 0.0366144 | Time: 8650.03 ms [2022-01-14 17:53:34 main:574] : INFO : Epoch 1933 | loss: 0.0560682 | val_loss: 0.0338596 | Time: 8062.35 ms [2022-01-14 17:53:43 main:574] : INFO : Epoch 1934 | loss: 0.0765965 | val_loss: 0.0517456 | Time: 8489.01 ms [2022-01-14 17:53:51 main:574] : INFO : Epoch 1935 | loss: 0.0373899 | val_loss: 0.0339723 | Time: 8123.18 ms [2022-01-14 17:53:59 main:574] : INFO : Epoch 1936 | loss: 0.0320554 | val_loss: 0.0313308 | Time: 8437.5 ms [2022-01-14 17:54:07 main:574] : INFO : Epoch 1937 | loss: 0.0313673 | val_loss: 0.031315 | Time: 7469.93 ms [2022-01-14 17:54:15 main:574] : INFO : Epoch 1938 | loss: 0.0312781 | val_loss: 0.0312674 | Time: 8363.98 ms [2022-01-14 17:54:23 main:574] : INFO : Epoch 1939 | loss: 0.0312585 | val_loss: 0.0312548 | Time: 8236.44 ms [2022-01-14 17:54:31 main:574] : INFO : Epoch 1940 | loss: 0.031254 | val_loss: 0.0312519 | Time: 7887.81 ms [2022-01-14 17:54:40 main:574] : INFO : Epoch 1941 | loss: 0.0312522 | val_loss: 0.0312513 | Time: 8796.38 ms [2022-01-14 17:54:48 main:574] : INFO : Epoch 1942 | loss: 0.0312515 | val_loss: 0.0312504 | Time: 8210.65 ms [2022-01-14 17:54:56 main:574] : INFO : Epoch 1943 | loss: 0.0312509 | val_loss: 0.0312498 | Time: 8122.29 ms [2022-01-14 17:55:04 main:574] : INFO : Epoch 1944 | loss: 0.0312503 | val_loss: 0.0312494 | Time: 7874.58 ms [2022-01-14 17:55:12 main:574] : INFO : Epoch 1945 | loss: 0.0312499 | val_loss: 0.031249 | Time: 8016.09 ms [2022-01-14 17:55:21 main:574] : INFO : Epoch 1946 | loss: 0.0312495 | val_loss: 0.0312487 | Time: 8196.15 ms [2022-01-14 17:55:29 main:574] : INFO : Epoch 1947 | loss: 0.0312491 | val_loss: 0.0312487 | Time: 7968.1 ms [2022-01-14 17:55:37 main:574] : INFO : Epoch 1948 | loss: 0.0312489 | val_loss: 0.0312481 | Time: 8376.47 ms [2022-01-14 17:55:45 main:574] : INFO : Epoch 1949 | loss: 0.0312485 | val_loss: 0.031248 | Time: 8142.03 ms [2022-01-14 17:55:53 main:574] : INFO : Epoch 1950 | loss: 0.0312482 | val_loss: 0.0312476 | Time: 8163.3 ms [2022-01-14 17:56:01 main:574] : INFO : Epoch 1951 | loss: 0.0312479 | val_loss: 0.0312473 | Time: 8070.76 ms [2022-01-14 17:56:10 main:574] : INFO : Epoch 1952 | loss: 0.0312477 | val_loss: 0.0312471 | Time: 8406.63 ms [2022-01-14 17:56:18 main:574] : INFO : Epoch 1953 | loss: 0.0312476 | val_loss: 0.0312469 | Time: 7987.72 ms [2022-01-14 17:56:26 main:574] : INFO : Epoch 1954 | loss: 0.0312473 | val_loss: 0.0312468 | Time: 7881.75 ms [2022-01-14 17:56:33 main:574] : INFO : Epoch 1955 | loss: 0.0312471 | val_loss: 0.0312465 | Time: 7778.27 ms [2022-01-14 17:56:42 main:574] : INFO : Epoch 1956 | loss: 0.0312468 | val_loss: 0.0312462 | Time: 8057.12 ms [2022-01-14 17:56:50 main:574] : INFO : Epoch 1957 | loss: 0.0312465 | val_loss: 0.0312461 | Time: 8127.72 ms [2022-01-14 17:56:58 main:574] : INFO : Epoch 1958 | loss: 0.0312464 | val_loss: 0.0312457 | Time: 8209.48 ms [2022-01-14 17:57:06 main:574] : INFO : Epoch 1959 | loss: 0.0312461 | val_loss: 0.0312462 | Time: 8378.27 ms [2022-01-14 17:57:14 main:574] : INFO : Epoch 1960 | loss: 0.0312459 | val_loss: 0.0312454 | Time: 7823.69 ms [2022-01-14 17:57:22 main:574] : INFO : Epoch 1961 | loss: 0.0312455 | val_loss: 0.031245 | Time: 7701.33 ms [2022-01-14 17:57:30 main:574] : INFO : Epoch 1962 | loss: 0.0312452 | val_loss: 0.0312449 | Time: 7732.72 ms [2022-01-14 17:57:38 main:574] : INFO : Epoch 1963 | loss: 0.031245 | val_loss: 0.0312448 | Time: 8277.18 ms [2022-01-14 17:57:46 main:574] : INFO : Epoch 1964 | loss: 0.0312448 | val_loss: 0.0312443 | Time: 8326.27 ms [2022-01-14 17:57:55 main:574] : INFO : Epoch 1965 | loss: 0.0312445 | val_loss: 0.0312439 | Time: 8519.45 ms [2022-01-14 17:58:03 main:574] : INFO : Epoch 1966 | loss: 0.0312443 | val_loss: 0.0312436 | Time: 8120.44 ms [2022-01-14 17:58:10 main:574] : INFO : Epoch 1967 | loss: 0.0312439 | val_loss: 0.0312433 | Time: 7579.91 ms [2022-01-14 17:58:18 main:574] : INFO : Epoch 1968 | loss: 0.0312438 | val_loss: 0.0312441 | Time: 7784 ms [2022-01-14 17:58:27 main:574] : INFO : Epoch 1969 | loss: 0.0312437 | val_loss: 0.0312434 | Time: 7941.85 ms [2022-01-14 17:58:35 main:574] : INFO : Epoch 1970 | loss: 0.0312431 | val_loss: 0.0312423 | Time: 7937.99 ms [2022-01-14 17:58:43 main:574] : INFO : Epoch 1971 | loss: 0.031243 | val_loss: 0.0312432 | Time: 8306.07 ms [2022-01-14 17:58:51 main:574] : INFO : Epoch 1972 | loss: 0.0312425 | val_loss: 0.0312417 | Time: 7721.89 ms [2022-01-14 17:58:59 main:574] : INFO : Epoch 1973 | loss: 0.0312421 | val_loss: 0.0312413 | Time: 8324.76 ms [2022-01-14 17:59:07 main:574] : INFO : Epoch 1974 | loss: 0.0312416 | val_loss: 0.031241 | Time: 7573.7 ms [2022-01-14 17:59:15 main:574] : INFO : Epoch 1975 | loss: 0.0312414 | val_loss: 0.0312416 | Time: 8267.53 ms [2022-01-14 17:59:24 main:574] : INFO : Epoch 1976 | loss: 0.031241 | val_loss: 0.0312402 | Time: 8968.23 ms [2022-01-14 17:59:33 main:574] : INFO : Epoch 1977 | loss: 0.0312405 | val_loss: 0.0312398 | Time: 8695.04 ms [2022-01-14 17:59:41 main:574] : INFO : Epoch 1978 | loss: 0.03124 | val_loss: 0.0312391 | Time: 8174.75 ms [2022-01-14 17:59:49 main:574] : INFO : Epoch 1979 | loss: 0.0312395 | val_loss: 0.0312387 | Time: 8263.77 ms [2022-01-14 17:59:58 main:574] : INFO : Epoch 1980 | loss: 0.031239 | val_loss: 0.0312384 | Time: 8183.99 ms [2022-01-14 18:00:06 main:574] : INFO : Epoch 1981 | loss: 0.031239 | val_loss: 0.0312376 | Time: 8050.25 ms [2022-01-14 18:00:14 main:574] : INFO : Epoch 1982 | loss: 0.031238 | val_loss: 0.0312376 | Time: 8056.66 ms [2022-01-14 18:00:22 main:574] : INFO : Epoch 1983 | loss: 0.0312375 | val_loss: 0.0312365 | Time: 8440.4 ms [2022-01-14 18:00:30 main:574] : INFO : Epoch 1984 | loss: 0.0312369 | val_loss: 0.0312359 | Time: 8129.41 ms [2022-01-14 18:00:39 main:574] : INFO : Epoch 1985 | loss: 0.0312367 | val_loss: 0.0312356 | Time: 8328.48 ms [2022-01-14 18:00:47 main:574] : INFO : Epoch 1986 | loss: 0.0312359 | val_loss: 0.0312347 | Time: 8197.32 ms [2022-01-14 18:00:55 main:574] : INFO : Epoch 1987 | loss: 0.0312356 | val_loss: 0.0312345 | Time: 8481.62 ms [2022-01-14 18:01:03 main:574] : INFO : Epoch 1988 | loss: 0.031235 | val_loss: 0.0312335 | Time: 7708.72 ms [2022-01-14 18:01:11 main:574] : INFO : Epoch 1989 | loss: 0.0312346 | val_loss: 0.0312331 | Time: 8388.76 ms [2022-01-14 18:01:20 main:574] : INFO : Epoch 1990 | loss: 0.0312338 | val_loss: 0.0312322 | Time: 8203.5 ms [2022-01-14 18:01:28 main:574] : INFO : Epoch 1991 | loss: 0.0312333 | val_loss: 0.0312332 | Time: 8254.4 ms [2022-01-14 18:01:36 main:574] : INFO : Epoch 1992 | loss: 0.0312335 | val_loss: 0.0312311 | Time: 7779.31 ms [2022-01-14 18:01:43 main:574] : INFO : Epoch 1993 | loss: 0.031232 | val_loss: 0.0312305 | Time: 7588.49 ms [2022-01-14 18:01:51 main:574] : INFO : Epoch 1994 | loss: 0.0312315 | val_loss: 0.0312299 | Time: 7793.18 ms [2022-01-14 18:01:59 main:574] : INFO : Epoch 1995 | loss: 0.0312314 | val_loss: 0.0312302 | Time: 8186.21 ms [2022-01-14 18:02:08 main:574] : INFO : Epoch 1996 | loss: 0.0312304 | val_loss: 0.0312288 | Time: 8294.97 ms [2022-01-14 18:02:16 main:574] : INFO : Epoch 1997 | loss: 0.0312299 | val_loss: 0.0312281 | Time: 8535.16 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce GTX 1650 SUPER) [2022-01-14 19:08:38 main:435] : INFO : Set logging level to 1 [2022-01-14 19:08:38 main:441] : INFO : Running in BOINC Client mode [2022-01-14 19:08:38 main:444] : INFO : Resolving all filenames [2022-01-14 19:08:38 main:452] : INFO : Resolved: dataset.hdf5 => dataset.hdf5 (exists = 1) [2022-01-14 19:08:38 main:452] : INFO : Resolved: model.cfg => model.cfg (exists = 1) [2022-01-14 19:08:38 main:452] : INFO : Resolved: model-final.pt => model-final.pt (exists = 0) [2022-01-14 19:08:38 main:452] : INFO : Resolved: model-input.pt => model-input.pt (exists = 1) [2022-01-14 19:08:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2022-01-14 19:08:38 main:472] : INFO : Dataset filename: dataset.hdf5 [2022-01-14 19:08:38 main:474] : INFO : Configuration: [2022-01-14 19:08:38 main:475] : INFO : Model type: GRU [2022-01-14 19:08:38 main:476] : INFO : Validation Loss Threshold: 0.0001 [2022-01-14 19:08:38 main:477] : INFO : Max Epochs: 2048 [2022-01-14 19:08:38 main:478] : INFO : Batch Size: 128 [2022-01-14 19:08:39 main:479] : INFO : Learning Rate: 0.01 [2022-01-14 19:08:39 main:480] : INFO : Patience: 10 [2022-01-14 19:08:39 main:481] : INFO : Hidden Width: 12 [2022-01-14 19:08:39 main:482] : INFO : # Recurrent Layers: 4 [2022-01-14 19:08:39 main:483] : INFO : # Backend Layers: 4 [2022-01-14 19:08:39 main:484] : INFO : # Threads: 1 [2022-01-14 19:08:39 main:486] : INFO : Preparing Dataset [2022-01-14 19:08:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from dataset.hdf5 into memory [2022-01-14 19:08:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from dataset.hdf5 into memory [2022-01-14 19:08:41 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2022-01-14 19:08:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from dataset.hdf5 into memory [2022-01-14 19:08:41 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from dataset.hdf5 into memory [2022-01-14 19:08:41 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2022-01-14 19:08:41 main:494] : INFO : Creating Model [2022-01-14 19:08:41 main:507] : INFO : Preparing config file [2022-01-14 19:08:41 main:511] : INFO : Found checkpoint, attempting to load... [2022-01-14 19:08:41 main:512] : INFO : Loading config [2022-01-14 19:08:41 main:514] : INFO : Loading state [2022-01-14 19:08:43 main:559] : INFO : Loading DataLoader into Memory [2022-01-14 19:08:43 main:562] : INFO : Starting Training [2022-01-14 19:08:51 main:574] : INFO : Epoch 1998 | loss: 0.0342283 | val_loss: 0.0319055 | Time: 8368.78 ms [2022-01-14 19:09:00 main:574] : INFO : Epoch 1999 | loss: 0.0315133 | val_loss: 0.0312841 | Time: 8682.43 ms [2022-01-14 19:09:09 main:574] : INFO : Epoch 2000 | loss: 0.0312954 | val_loss: 0.0312656 | Time: 8855.53 ms [2022-01-14 19:09:17 main:574] : INFO : Epoch 2001 | loss: 0.0312572 | val_loss: 0.0312494 | Time: 7943.91 ms [2022-01-14 19:09:25 main:574] : INFO : Epoch 2002 | loss: 0.031248 | val_loss: 0.031248 | Time: 7991.52 ms [2022-01-14 19:09:33 main:574] : INFO : Epoch 2003 | loss: 0.0312454 | val_loss: 0.0312441 | Time: 8447.9 ms [2022-01-14 19:09:42 main:574] : INFO : Epoch 2004 | loss: 0.0312425 | val_loss: 0.0312411 | Time: 8559.03 ms [2022-01-14 19:09:50 main:574] : INFO : Epoch 2005 | loss: 0.03124 | val_loss: 0.031239 | Time: 8635.94 ms [2022-01-14 19:09:58 main:574] : INFO : Epoch 2006 | loss: 0.0312376 | val_loss: 0.0312364 | Time: 7761.94 ms [2022-01-14 19:10:07 main:574] : INFO : Epoch 2007 | loss: 0.0312355 | val_loss: 0.0312343 | Time: 8587.01 ms [2022-01-14 19:10:15 main:574] : INFO : Epoch 2008 | loss: 0.0312337 | val_loss: 0.0312317 | Time: 8463.29 ms [2022-01-14 19:10:24 main:574] : INFO : Epoch 2009 | loss: 0.0312311 | val_loss: 0.0312297 | Time: 8294.76 ms [2022-01-14 19:10:32 main:574] : INFO : Epoch 2010 | loss: 0.0312294 | val_loss: 0.0312279 | Time: 8413.36 ms [2022-01-14 19:10:41 main:574] : INFO : Epoch 2011 | loss: 0.0312263 | val_loss: 0.0312255 | Time: 8687.79 ms [2022-01-14 19:10:49 main:574] : INFO : Epoch 2012 | loss: 0.0312238 | val_loss: 0.0312212 | Time: 8241.25 ms [2022-01-14 19:10:56 main:574] : INFO : Epoch 2013 | loss: 0.0312257 | val_loss: 0.0312214 | Time: 7407.19 ms [2022-01-14 19:11:05 main:574] : INFO : Epoch 2014 | loss: 0.0312214 | val_loss: 0.0312188 | Time: 8388.88 ms [2022-01-14 19:11:13 main:574] : INFO : Epoch 2015 | loss: 0.0312198 | val_loss: 0.0312154 | Time: 8638.01 ms [2022-01-14 19:11:22 main:574] : INFO : Epoch 2016 | loss: 0.031217 | val_loss: 0.0312151 | Time: 8293.82 ms [2022-01-14 19:11:30 main:574] : INFO : Epoch 2017 | loss: 0.0312164 | val_loss: 0.0312144 | Time: 8463.98 ms [2022-01-14 19:11:38 main:574] : INFO : Epoch 2018 | loss: 0.0312137 | val_loss: 0.0312096 | Time: 7699.54 ms [2022-01-14 19:11:46 main:574] : INFO : Epoch 2019 | loss: 0.0312117 | val_loss: 0.0312082 | Time: 8275.89 ms [2022-01-14 19:11:55 main:574] : INFO : Epoch 2020 | loss: 0.03121 | val_loss: 0.0312049 | Time: 8343.34 ms [2022-01-14 19:12:03 main:574] : INFO : Epoch 2021 | loss: 0.0312083 | val_loss: 0.031204 | Time: 8592.73 ms [2022-01-14 19:12:12 main:574] : INFO : Epoch 2022 | loss: 0.0312066 | val_loss: 0.0312025 | Time: 8336.4 ms [2022-01-14 19:12:19 main:574] : INFO : Epoch 2023 | loss: 0.0312061 | val_loss: 0.0312044 | Time: 7820.83 ms [2022-01-14 19:12:28 main:574] : INFO : Epoch 2024 | loss: 0.0312059 | val_loss: 0.0312022 | Time: 8242.12 ms [2022-01-14 19:12:36 main:574] : INFO : Epoch 2025 | loss: 0.0312057 | val_loss: 0.0312005 | Time: 7906.27 ms [2022-01-14 19:12:44 main:574] : INFO : Epoch 2026 | loss: 0.0312077 | val_loss: 0.0312016 | Time: 8173.24 ms [2022-01-14 19:12:52 main:574] : INFO : Epoch 2027 | loss: 0.0312061 | val_loss: 0.0312124 | Time: 8501.34 ms [2022-01-14 19:13:01 main:574] : INFO : Epoch 2028 | loss: 0.0312076 | val_loss: 0.0312019 | Time: 8725.73 ms [2022-01-14 19:13:10 main:574] : INFO : Epoch 2029 | loss: 0.0312115 | val_loss: 0.0312022 | Time: 8546.19 ms [2022-01-14 19:13:17 main:574] : INFO : Epoch 2030 | loss: 0.0312071 | val_loss: 0.031199 | Time: 7776.48 ms [2022-01-14 19:13:26 main:574] : INFO : Epoch 2031 | loss: 0.0312035 | val_loss: 0.0312045 | Time: 8364.92 ms [2022-01-14 19:13:34 main:574] : INFO : Epoch 2032 | loss: 0.0312061 | val_loss: 0.0311996 | Time: 8219.14 ms [2022-01-14 19:13:42 main:574] : INFO : Epoch 2033 | loss: 0.0312041 | val_loss: 0.0312026 | Time: 8397.86 ms [2022-01-14 19:13:51 main:574] : INFO : Epoch 2034 | loss: 0.0312038 | val_loss: 0.0311988 | Time: 8621.2 ms [2022-01-14 19:13:59 main:574] : INFO : Epoch 2035 | loss: 0.0312039 | val_loss: 0.0312109 | Time: 8453 ms [2022-01-14 19:14:08 main:574] : INFO : Epoch 2036 | loss: 0.0312046 | val_loss: 0.0311996 | Time: 8070.97 ms [2022-01-14 19:14:16 main:574] : INFO : Epoch 2037 | loss: 0.0312053 | val_loss: 0.0312077 | Time: 8353.85 ms [2022-01-14 19:14:24 main:574] : INFO : Epoch 2038 | loss: 0.0312079 | val_loss: 0.0311972 | Time: 8216.41 ms [2022-01-14 19:14:32 main:574] : INFO : Epoch 2039 | loss: 0.0312043 | val_loss: 0.0312046 | Time: 8015.99 ms [2022-01-14 19:14:41 main:574] : INFO : Epoch 2040 | loss: 0.0312053 | val_loss: 0.0312017 | Time: 8651.38 ms [2022-01-14 19:14:49 main:574] : INFO : Epoch 2041 | loss: 0.0312011 | val_loss: 0.0311964 | Time: 8147.9 ms [2022-01-14 19:14:57 main:574] : INFO : Epoch 2042 | loss: 0.0312009 | val_loss: 0.0312019 | Time: 8166.66 ms [2022-01-14 19:15:05 main:574] : INFO : Epoch 2043 | loss: 0.0312021 | val_loss: 0.0311997 | Time: 8056.05 ms [2022-01-14 19:15:13 main:574] : INFO : Epoch 2044 | loss: 0.0312008 | val_loss: 0.0311968 | Time: 7998.07 ms [2022-01-14 19:15:21 main:574] : INFO : Epoch 2045 | loss: 0.0312011 | val_loss: 0.031197 | Time: 8114.19 ms [2022-01-14 19:15:30 main:574] : INFO : Epoch 2046 | loss: 0.0311995 | val_loss: 0.0311967 | Time: 8664.74 ms [2022-01-14 19:15:38 main:574] : INFO : Epoch 2047 | loss: 0.0312021 | val_loss: 0.0311954 | Time: 7833.99 ms [2022-01-14 19:15:47 main:574] : INFO : Epoch 2048 | loss: 0.0312051 | val_loss: 0.0311956 | Time: 8746.82 ms [2022-01-14 19:15:47 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311956 [2022-01-14 19:15:47 main:603] : INFO : Saving end state to config to file [2022-01-14 19:15:47 main:608] : INFO : Success, exiting.. 19:15:47 (2020): 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)