Task 3711851
| Name | ParityModified-1608764570-29827-6_0 |
| Workunit | 1899503 |
| Created | 17 Jan 2021, 13:44:08 UTC |
| Sent | 17 Jan 2021, 14:39:27 UTC |
| Report deadline | 24 Jan 2021, 14:39:27 UTC |
| Received | 17 Jan 2021, 20:35:00 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8079 |
| Run time | 44 min 35 sec |
| CPU time | 43 min 36 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 10,956.74 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.39 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> ime: 1163.29 ms [2021-01-17 18:49:28 main:574] : INFO : Epoch 1617 | loss: 0.031142 | val_loss: 0.0311543 | Time: 1394.72 ms [2021-01-17 18:49:29 main:574] : INFO : Epoch 1618 | loss: 0.0311404 | val_loss: 0.0311598 | Time: 1260.22 ms [2021-01-17 18:49:30 main:574] : INFO : Epoch 1619 | loss: 0.0311392 | val_loss: 0.0311536 | Time: 1168.24 ms [2021-01-17 18:49:31 main:574] : INFO : Epoch 1620 | loss: 0.0311386 | val_loss: 0.0311596 | Time: 1299.56 ms [2021-01-17 18:49:33 main:574] : INFO : Epoch 1621 | loss: 0.0311404 | val_loss: 0.0311549 | Time: 1329.24 ms [2021-01-17 18:49:34 main:574] : INFO : Epoch 1622 | loss: 0.0311406 | val_loss: 0.0311536 | Time: 1160.02 ms [2021-01-17 18:49:35 main:574] : INFO : Epoch 1623 | loss: 0.0311395 | val_loss: 0.0311514 | Time: 1230.37 ms [2021-01-17 18:49:37 main:574] : INFO : Epoch 1624 | loss: 0.0311411 | val_loss: 0.0311563 | Time: 1409.96 ms [2021-01-17 18:49:38 main:574] : INFO : Epoch 1625 | loss: 0.0311446 | val_loss: 0.0311512 | Time: 1168.94 ms [2021-01-17 18:49:39 main:574] : INFO : Epoch 1626 | loss: 0.0311425 | val_loss: 0.0311536 | Time: 1162.76 ms [2021-01-17 18:49:40 main:574] : INFO : Epoch 1627 | loss: 0.0311415 | val_loss: 0.0311516 | Time: 1481.25 ms [2021-01-17 18:49:42 main:574] : INFO : Epoch 1628 | loss: 0.0311422 | val_loss: 0.0311508 | Time: 1164.86 ms [2021-01-17 18:49:43 main:574] : INFO : Epoch 1629 | loss: 0.0311402 | val_loss: 0.0311587 | Time: 1157.73 ms [2021-01-17 18:49:44 main:574] : INFO : Epoch 1630 | loss: 0.0311395 | val_loss: 0.0311511 | Time: 1453.76 ms [2021-01-17 18:49:45 main:574] : INFO : Epoch 1631 | loss: 0.0311385 | val_loss: 0.031151 | Time: 1168 ms [2021-01-17 18:49:47 main:574] : INFO : Epoch 1632 | loss: 0.0311388 | val_loss: 0.0311509 | Time: 1154.31 ms [2021-01-17 18:49:48 main:574] : INFO : Epoch 1633 | loss: 0.0311368 | val_loss: 0.0311543 | Time: 1430.28 ms [2021-01-17 18:49:49 main:574] : INFO : Epoch 1634 | loss: 0.0311381 | val_loss: 0.0311504 | Time: 1201.58 ms [2021-01-17 18:49:51 main:574] : INFO : Epoch 1635 | loss: 0.0311371 | val_loss: 0.0311488 | Time: 1309.25 ms [2021-01-17 18:49:52 main:574] : INFO : Epoch 1636 | loss: 0.0311424 | val_loss: 0.031151 | Time: 1593.9 ms [2021-01-17 18:49:53 main:574] : INFO : Epoch 1637 | loss: 0.0311428 | val_loss: 0.0311539 | Time: 1156.66 ms [2021-01-17 18:49:54 main:574] : INFO : Epoch 1638 | loss: 0.0311414 | val_loss: 0.0311491 | Time: 1164.79 ms [2021-01-17 18:49:56 main:574] : INFO : Epoch 1639 | loss: 0.031139 | val_loss: 0.0311502 | Time: 1425.34 ms [2021-01-17 18:49:57 main:574] : INFO : Epoch 1640 | loss: 0.0311387 | val_loss: 0.0311504 | Time: 1221 ms [2021-01-17 18:49:58 main:574] : INFO : Epoch 1641 | loss: 0.0311411 | val_loss: 0.0311537 | Time: 1160.32 ms [2021-01-17 18:50:00 main:574] : INFO : Epoch 1642 | loss: 0.03114 | val_loss: 0.031151 | Time: 1280.53 ms [2021-01-17 18:50:01 main:574] : INFO : Epoch 1643 | loss: 0.0311378 | val_loss: 0.0311495 | Time: 1325.99 ms [2021-01-17 18:50:02 main:574] : INFO : Epoch 1644 | loss: 0.0311375 | val_loss: 0.0311507 | Time: 1174.86 ms [2021-01-17 18:50:03 main:574] : INFO : Epoch 1645 | loss: 0.0311366 | val_loss: 0.0311476 | Time: 1204.73 ms [2021-01-17 18:50:05 main:574] : INFO : Epoch 1646 | loss: 0.0311352 | val_loss: 0.0311484 | Time: 1379.54 ms [2021-01-17 18:50:06 main:574] : INFO : Epoch 1647 | loss: 0.0311356 | val_loss: 0.0311524 | Time: 1175 ms [2021-01-17 18:50:07 main:574] : INFO : Epoch 1648 | loss: 0.0311372 | val_loss: 0.0311489 | Time: 1176.45 ms [2021-01-17 18:50:09 main:574] : INFO : Epoch 1649 | loss: 0.0311346 | val_loss: 0.0311498 | Time: 1553.27 ms [2021-01-17 18:50:10 main:574] : INFO : Epoch 1650 | loss: 0.0311366 | val_loss: 0.0311492 | Time: 1226.66 ms [2021-01-17 18:50:11 main:574] : INFO : Epoch 1651 | loss: 0.0311379 | val_loss: 0.0311505 | Time: 1180.07 ms [2021-01-17 18:50:13 main:574] : INFO : Epoch 1652 | loss: 0.0311367 | val_loss: 0.0311482 | Time: 1479.4 ms [2021-01-17 18:50:14 main:574] : INFO : Epoch 1653 | loss: 0.0311356 | val_loss: 0.0311478 | Time: 1165.15 ms [2021-01-17 18:50:15 main:574] : INFO : Epoch 1654 | loss: 0.0311352 | val_loss: 0.031147 | Time: 1179.63 ms [2021-01-17 18:50:16 main:574] : INFO : Epoch 1655 | loss: 0.0311348 | val_loss: 0.0311487 | Time: 1480.27 ms [2021-01-17 18:50:18 main:574] : INFO : Epoch 1656 | loss: 0.0311346 | val_loss: 0.0311466 | Time: 1171.69 ms [2021-01-17 18:50:19 main:574] : INFO : Epoch 1657 | loss: 0.031134 | val_loss: 0.0311547 | Time: 1167.25 ms [2021-01-17 18:50:20 main:574] : INFO : Epoch 1658 | loss: 0.0311341 | val_loss: 0.0311493 | Time: 1426.58 ms [2021-01-17 18:50:21 main:574] : INFO : Epoch 1659 | loss: 0.0311338 | val_loss: 0.0311472 | Time: 1227.9 ms [2021-01-17 18:50:23 main:574] : INFO : Epoch 1660 | loss: 0.0311343 | val_loss: 0.0311504 | Time: 1168.26 ms [2021-01-17 18:50:24 main:574] : INFO : Epoch 1661 | loss: 0.0311348 | val_loss: 0.031147 | Time: 1351.17 ms [2021-01-17 18:50:25 main:574] : INFO : Epoch 1662 | loss: 0.0311345 | val_loss: 0.0311456 | Time: 1265.89 ms [2021-01-17 18:50:26 main:574] : INFO : Epoch 1663 | loss: 0.0311331 | val_loss: 0.0311498 | Time: 1170.15 ms [2021-01-17 18:50:28 main:574] : INFO : Epoch 1664 | loss: 0.0311331 | val_loss: 0.031147 | Time: 1287.76 ms [2021-01-17 18:50:29 main:574] : INFO : Epoch 1665 | loss: 0.0311345 | val_loss: 0.0311493 | Time: 1405.77 ms [2021-01-17 18:50:30 main:574] : INFO : Epoch 1666 | loss: 0.0311336 | val_loss: 0.0311456 | Time: 1169.95 ms [2021-01-17 18:50:31 main:574] : INFO : Epoch 1667 | loss: 0.0311318 | val_loss: 0.0311464 | Time: 1222.77 ms [2021-01-17 18:50:33 main:574] : INFO : Epoch 1668 | loss: 0.0311318 | val_loss: 0.0311502 | Time: 1425.54 ms [2021-01-17 18:50:34 main:574] : INFO : Epoch 1669 | loss: 0.031132 | val_loss: 0.0311489 | Time: 1162.84 ms [2021-01-17 18:50:35 main:574] : INFO : Epoch 1670 | loss: 0.0311326 | val_loss: 0.0311475 | Time: 1161.26 ms [2021-01-17 18:50:37 main:574] : INFO : Epoch 1671 | loss: 0.0311306 | val_loss: 0.0311457 | Time: 1484.64 ms [2021-01-17 18:50:38 main:574] : INFO : Epoch 1672 | loss: 0.031131 | val_loss: 0.0311524 | Time: 1161.62 ms [2021-01-17 18:50:39 main:574] : INFO : Epoch 1673 | loss: 0.0311301 | val_loss: 0.0311492 | Time: 1171.08 ms [2021-01-17 18:50:41 main:574] : INFO : Epoch 1674 | loss: 0.03113 | val_loss: 0.0311473 | Time: 1520.03 ms [2021-01-17 18:50:42 main:574] : INFO : Epoch 1675 | loss: 0.03113 | val_loss: 0.031151 | Time: 1164.39 ms [2021-01-17 18:50:43 main:574] : INFO : Epoch 1676 | loss: 0.0311297 | val_loss: 0.031149 | Time: 1166.67 ms [2021-01-17 18:50:44 main:574] : INFO : Epoch 1677 | loss: 0.0311288 | val_loss: 0.0311459 | Time: 1427.52 ms [2021-01-17 18:50:46 main:574] : INFO : Epoch 1678 | loss: 0.0311329 | val_loss: 0.0311478 | Time: 1190.93 ms [2021-01-17 18:50:47 main:574] : INFO : Epoch 1679 | loss: 0.0311471 | val_loss: 0.0311518 | Time: 1164.83 ms [2021-01-17 18:50:48 main:574] : INFO : Epoch 1680 | loss: 0.0311451 | val_loss: 0.0311506 | Time: 1400.58 ms [2021-01-17 18:50:49 main:574] : INFO : Epoch 1681 | loss: 0.0311399 | val_loss: 0.0311508 | Time: 1247.67 ms [2021-01-17 18:50:51 main:574] : INFO : Epoch 1682 | loss: 0.0311387 | val_loss: 0.0311561 | Time: 1173.16 ms [2021-01-17 18:50:52 main:574] : INFO : Epoch 1683 | loss: 0.0311395 | val_loss: 0.0311491 | Time: 1588.49 ms [2021-01-17 18:50:53 main:574] : INFO : Epoch 1684 | loss: 0.0311366 | val_loss: 0.0311501 | Time: 1256.29 ms [2021-01-17 18:50:55 main:574] : INFO : Epoch 1685 | loss: 0.0311349 | val_loss: 0.0311501 | Time: 1171.38 ms [2021-01-17 18:50:56 main:574] : INFO : Epoch 1686 | loss: 0.0311361 | val_loss: 0.0311491 | Time: 1323.58 ms [2021-01-17 18:50:57 main:574] : INFO : Epoch 1687 | loss: 0.0311335 | val_loss: 0.0311503 | Time: 1338.65 ms [2021-01-17 18:50:58 main:574] : INFO : Epoch 1688 | loss: 0.0311336 | val_loss: 0.0311512 | Time: 1169.83 ms [2021-01-17 18:51:00 main:574] : INFO : Epoch 1689 | loss: 0.0311335 | val_loss: 0.0311491 | Time: 1251.07 ms [2021-01-17 18:51:01 main:574] : INFO : Epoch 1690 | loss: 0.0311325 | val_loss: 0.0311488 | Time: 1423.64 ms [2021-01-17 18:51:02 main:574] : INFO : Epoch 1691 | loss: 0.0311321 | val_loss: 0.0311494 | Time: 1163.64 ms [2021-01-17 18:51:03 main:574] : INFO : Epoch 1692 | loss: 0.031132 | val_loss: 0.0311468 | Time: 1178.8 ms [2021-01-17 18:51:05 main:574] : INFO : Epoch 1693 | loss: 0.0311369 | val_loss: 0.0311511 | Time: 1476.48 ms [2021-01-17 18:51:06 main:574] : INFO : Epoch 1694 | loss: 0.0311386 | val_loss: 0.0311546 | Time: 1157.69 ms [2021-01-17 18:51:07 main:574] : INFO : Epoch 1695 | loss: 0.0311414 | val_loss: 0.0311566 | Time: 1178.91 ms [2021-01-17 18:51:09 main:574] : INFO : Epoch 1696 | loss: 0.0311444 | val_loss: 0.0311571 | Time: 1465.12 ms [2021-01-17 18:51:10 main:574] : INFO : Epoch 1697 | loss: 0.0311448 | val_loss: 0.0311551 | Time: 1157.79 ms [2021-01-17 18:51:11 main:574] : INFO : Epoch 1698 | loss: 0.0311432 | val_loss: 0.0311546 | Time: 1160.8 ms [2021-01-17 18:51:13 main:574] : INFO : Epoch 1699 | loss: 0.0311432 | val_loss: 0.0311538 | Time: 1506.28 ms [2021-01-17 18:51:14 main:574] : INFO : Epoch 1700 | loss: 0.0311418 | val_loss: 0.0311531 | Time: 1172.35 ms [2021-01-17 18:51:15 main:574] : INFO : Epoch 1701 | loss: 0.0311398 | val_loss: 0.0311526 | Time: 1167.73 ms [2021-01-17 18:51:16 main:574] : INFO : Epoch 1702 | loss: 0.0311379 | val_loss: 0.0311503 | Time: 1418.07 ms [2021-01-17 18:51:18 main:574] : INFO : Epoch 1703 | loss: 0.0311377 | val_loss: 0.0311505 | Time: 1256.89 ms [2021-01-17 18:51:19 main:574] : INFO : Epoch 1704 | loss: 0.0311383 | val_loss: 0.0311557 | Time: 1158.55 ms [2021-01-17 18:51:20 main:574] : INFO : Epoch 1705 | loss: 0.0311432 | val_loss: 0.0311503 | Time: 1332.43 ms [2021-01-17 18:51:21 main:574] : INFO : Epoch 1706 | loss: 0.0311423 | val_loss: 0.0311522 | Time: 1283.2 ms [2021-01-17 18:51:23 main:574] : INFO : Epoch 1707 | loss: 0.0311394 | val_loss: 0.0311497 | Time: 1168.4 ms [2021-01-17 18:51:24 main:574] : INFO : Epoch 1708 | loss: 0.0311399 | val_loss: 0.0311517 | Time: 1225.4 ms [2021-01-17 18:51:25 main:574] : INFO : Epoch 1709 | loss: 0.0311412 | val_loss: 0.0311516 | Time: 1391.26 ms [2021-01-17 18:51:26 main:574] : INFO : Epoch 1710 | loss: 0.0311395 | val_loss: 0.0311566 | Time: 1176.23 ms [2021-01-17 18:51:28 main:574] : INFO : Epoch 1711 | loss: 0.0311391 | val_loss: 0.0311497 | Time: 1163.42 ms [2021-01-17 18:51:29 main:574] : INFO : Epoch 1712 | loss: 0.031137 | val_loss: 0.0311549 | Time: 1448.43 ms [2021-01-17 18:51:30 main:574] : INFO : Epoch 1713 | loss: 0.0311376 | val_loss: 0.0311479 | Time: 1175.17 ms [2021-01-17 18:51:31 main:574] : INFO : Epoch 1714 | loss: 0.0311359 | val_loss: 0.0311486 | Time: 1160.46 ms [2021-01-17 18:51:33 main:574] : INFO : Epoch 1715 | loss: 0.0311353 | val_loss: 0.0311469 | Time: 1477.82 ms [2021-01-17 18:51:34 main:574] : INFO : Epoch 1716 | loss: 0.0311361 | val_loss: 0.0311481 | Time: 1171.15 ms [2021-01-17 18:51:35 main:574] : INFO : Epoch 1717 | loss: 0.0311347 | val_loss: 0.0311497 | Time: 1172.79 ms [2021-01-17 18:51:37 main:574] : INFO : Epoch 1718 | loss: 0.031135 | val_loss: 0.0311482 | Time: 1456.37 ms [2021-01-17 18:51:38 main:574] : INFO : Epoch 1719 | loss: 0.0311332 | val_loss: 0.0311485 | Time: 1175.56 ms [2021-01-17 18:51:39 main:574] : INFO : Epoch 1720 | loss: 0.0311336 | val_loss: 0.031151 | Time: 1158.88 ms [2021-01-17 18:51:40 main:574] : INFO : Epoch 1721 | loss: 0.031135 | val_loss: 0.0311536 | Time: 1420.52 ms [2021-01-17 18:51:42 main:574] : INFO : Epoch 1722 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 1245.03 ms [2021-01-17 18:51:43 main:574] : INFO : Epoch 1723 | loss: 0.0311349 | val_loss: 0.0311579 | Time: 1160.93 ms [2021-01-17 18:51:44 main:574] : INFO : Epoch 1724 | loss: 0.0311356 | val_loss: 0.031151 | Time: 1351.15 ms [2021-01-17 18:51:45 main:574] : INFO : Epoch 1725 | loss: 0.0311334 | val_loss: 0.03115 | Time: 1300.47 ms [2021-01-17 18:51:47 main:574] : INFO : Epoch 1726 | loss: 0.0311328 | val_loss: 0.031151 | Time: 1160.37 ms [2021-01-17 18:51:48 main:574] : INFO : Epoch 1727 | loss: 0.0311321 | val_loss: 0.0311484 | Time: 1199.45 ms [2021-01-17 18:51:49 main:574] : INFO : Epoch 1728 | loss: 0.0311314 | val_loss: 0.0311556 | Time: 1401.72 ms [2021-01-17 18:51:50 main:574] : INFO : Epoch 1729 | loss: 0.0311347 | val_loss: 0.0311468 | Time: 1179.65 ms [2021-01-17 18:51:52 main:574] : INFO : Epoch 1730 | loss: 0.0311327 | val_loss: 0.0311469 | Time: 1259.79 ms [2021-01-17 18:51:53 main:574] : INFO : Epoch 1731 | loss: 0.0311327 | val_loss: 0.0311461 | Time: 1500.31 ms [2021-01-17 18:51:54 main:574] : INFO : Epoch 1732 | loss: 0.031132 | val_loss: 0.0311463 | Time: 1170.62 ms [2021-01-17 18:51:56 main:574] : INFO : Epoch 1733 | loss: 0.0311327 | val_loss: 0.0311469 | Time: 1156.53 ms [2021-01-17 18:51:57 main:574] : INFO : Epoch 1734 | loss: 0.0311321 | val_loss: 0.0311483 | Time: 1447.36 ms [2021-01-17 18:51:58 main:574] : INFO : Epoch 1735 | loss: 0.0311334 | val_loss: 0.0311536 | Time: 1170.06 ms [2021-01-17 18:51:59 main:574] : INFO : Epoch 1736 | loss: 0.0311314 | val_loss: 0.0311487 | Time: 1179 ms [2021-01-17 18:52:01 main:574] : INFO : Epoch 1737 | loss: 0.0311294 | val_loss: 0.0311472 | Time: 1449.21 ms [2021-01-17 18:52:02 main:574] : INFO : Epoch 1738 | loss: 0.0311301 | val_loss: 0.0311477 | Time: 1172.46 ms [2021-01-17 18:52:03 main:574] : INFO : Epoch 1739 | loss: 0.0311329 | val_loss: 0.0311511 | Time: 1171.56 ms [2021-01-17 18:52:05 main:574] : INFO : Epoch 1740 | loss: 0.03113 | val_loss: 0.0311454 | Time: 1418.42 ms [2021-01-17 18:52:06 main:574] : INFO : Epoch 1741 | loss: 0.0311293 | val_loss: 0.0311436 | Time: 1220.92 ms [2021-01-17 18:52:07 main:574] : INFO : Epoch 1742 | loss: 0.0311286 | val_loss: 0.0311451 | Time: 1169.3 ms [2021-01-17 18:52:08 main:574] : INFO : Epoch 1743 | loss: 0.0311288 | val_loss: 0.0311486 | Time: 1325.25 ms [2021-01-17 18:52:10 main:574] : INFO : Epoch 1744 | loss: 0.0311298 | val_loss: 0.0311456 | Time: 1304.94 ms [2021-01-17 18:52:11 main:574] : INFO : Epoch 1745 | loss: 0.0311278 | val_loss: 0.0311459 | Time: 1157.56 ms [2021-01-17 18:52:12 main:574] : INFO : Epoch 1746 | loss: 0.0311277 | val_loss: 0.031143 | Time: 1221.21 ms [2021-01-17 18:52:13 main:574] : INFO : Epoch 1747 | loss: 0.0311283 | val_loss: 0.0311466 | Time: 1405.51 ms [2021-01-17 18:52:15 main:574] : INFO : Epoch 1748 | loss: 0.0311276 | val_loss: 0.0311493 | Time: 1169.36 ms [2021-01-17 18:52:16 main:574] : INFO : Epoch 1749 | loss: 0.031127 | val_loss: 0.0311487 | Time: 1159.1 ms [2021-01-17 18:52:17 main:574] : INFO : Epoch 1750 | loss: 0.0311291 | val_loss: 0.0311441 | Time: 1529.7 ms [2021-01-17 18:52:18 main:574] : INFO : Epoch 1751 | loss: 0.0311304 | val_loss: 0.0311457 | Time: 1178.99 ms [2021-01-17 18:52:20 main:574] : INFO : Epoch 1752 | loss: 0.0311291 | val_loss: 0.0311452 | Time: 1160.43 ms [2021-01-17 18:52:21 main:574] : INFO : Epoch 1753 | loss: 0.031129 | val_loss: 0.0311456 | Time: 1486.89 ms [2021-01-17 18:52:22 main:574] : INFO : Epoch 1754 | loss: 0.031132 | val_loss: 0.0311436 | Time: 1168.41 ms [2021-01-17 18:52:23 main:574] : INFO : Epoch 1755 | loss: 0.0311315 | val_loss: 0.0311453 | Time: 1156.48 ms [2021-01-17 18:52:25 main:574] : INFO : Epoch 1756 | loss: 0.0311297 | val_loss: 0.0311431 | Time: 1428.7 ms [2021-01-17 18:52:26 main:574] : INFO : Epoch 1757 | loss: 0.0311307 | val_loss: 0.031148 | Time: 1159.41 ms [2021-01-17 18:52:27 main:574] : INFO : Epoch 1758 | loss: 0.0311302 | val_loss: 0.0311452 | Time: 1173.05 ms [2021-01-17 18:52:29 main:574] : INFO : Epoch 1759 | loss: 0.03113 | val_loss: 0.0311436 | Time: 1347.58 ms [2021-01-17 18:52:30 main:574] : INFO : Epoch 1760 | loss: 0.0311281 | val_loss: 0.0311409 | Time: 1248.55 ms [2021-01-17 18:52:31 main:574] : INFO : Epoch 1761 | loss: 0.0311275 | val_loss: 0.0311426 | Time: 1173.18 ms [2021-01-17 18:52:32 main:574] : INFO : Epoch 1762 | loss: 0.0311273 | val_loss: 0.0311378 | Time: 1272.1 ms [2021-01-17 18:52:34 main:574] : INFO : Epoch 1763 | loss: 0.0311268 | val_loss: 0.0311386 | Time: 1349.96 ms [2021-01-17 18:52:35 main:574] : INFO : Epoch 1764 | loss: 0.0311249 | val_loss: 0.0311426 | Time: 1161.1 ms [2021-01-17 18:52:36 main:574] : INFO : Epoch 1765 | loss: 0.0311261 | val_loss: 0.0311401 | Time: 1170.43 ms [2021-01-17 18:52:37 main:574] : INFO : Epoch 1766 | loss: 0.0311268 | val_loss: 0.0311396 | Time: 1397.52 ms [2021-01-17 18:52:39 main:574] : INFO : Epoch 1767 | loss: 0.0311259 | val_loss: 0.0311459 | Time: 1173.52 ms [2021-01-17 18:52:40 main:574] : INFO : Epoch 1768 | loss: 0.0311258 | val_loss: 0.0311391 | Time: 1185.08 ms [2021-01-17 18:52:41 main:574] : INFO : Epoch 1769 | loss: 0.0311269 | val_loss: 0.0311416 | Time: 1500.53 ms [2021-01-17 18:52:42 main:574] : INFO : Epoch 1770 | loss: 0.0311311 | val_loss: 0.0311473 | Time: 1174.58 ms [2021-01-17 18:52:44 main:574] : INFO : Epoch 1771 | loss: 0.0311338 | val_loss: 0.0311475 | Time: 1162.42 ms [2021-01-17 18:52:45 main:574] : INFO : Epoch 1772 | loss: 0.0311414 | val_loss: 0.0312259 | Time: 1466.95 ms [2021-01-17 18:52:46 main:574] : INFO : Epoch 1773 | loss: 0.0329025 | val_loss: 0.0630121 | Time: 1161.76 ms [2021-01-17 18:52:47 main:574] : INFO : Epoch 1774 | loss: 0.0350787 | val_loss: 0.0314973 | Time: 1164.06 ms [2021-01-17 18:52:49 main:574] : INFO : Epoch 1775 | loss: 0.0316563 | val_loss: 0.0313926 | Time: 1402.12 ms [2021-01-17 18:52:50 main:574] : INFO : Epoch 1776 | loss: 0.031224 | val_loss: 0.0311785 | Time: 1223.17 ms [2021-01-17 18:52:51 main:574] : INFO : Epoch 1777 | loss: 0.031151 | val_loss: 0.0311438 | Time: 1165.63 ms [2021-01-17 18:52:52 main:574] : INFO : Epoch 1778 | loss: 0.031136 | val_loss: 0.0311389 | Time: 1298.48 ms [2021-01-17 18:52:54 main:574] : INFO : Epoch 1779 | loss: 0.0311308 | val_loss: 0.0311352 | Time: 1317.02 ms [2021-01-17 18:52:55 main:574] : INFO : Epoch 1780 | loss: 0.031128 | val_loss: 0.0311361 | Time: 1162.01 ms [2021-01-17 18:52:56 main:574] : INFO : Epoch 1781 | loss: 0.0311262 | val_loss: 0.0311339 | Time: 1216.02 ms [2021-01-17 18:52:58 main:574] : INFO : Epoch 1782 | loss: 0.031124 | val_loss: 0.0311317 | Time: 1385.74 ms [2021-01-17 18:52:59 main:574] : INFO : Epoch 1783 | loss: 0.0311251 | val_loss: 0.0311314 | Time: 1187.93 ms [2021-01-17 18:53:00 main:574] : INFO : Epoch 1784 | loss: 0.0311245 | val_loss: 0.0311315 | Time: 1190.96 ms [2021-01-17 18:53:01 main:574] : INFO : Epoch 1785 | loss: 0.0311203 | val_loss: 0.0311314 | Time: 1477.87 ms [2021-01-17 18:53:03 main:574] : INFO : Epoch 1786 | loss: 0.0311226 | val_loss: 0.0311339 | Time: 1157.04 ms [2021-01-17 18:53:04 main:574] : INFO : Epoch 1787 | loss: 0.0311247 | val_loss: 0.0311327 | Time: 1154.84 ms [2021-01-17 18:53:05 main:574] : INFO : Epoch 1788 | loss: 0.0311226 | val_loss: 0.0311288 | Time: 1493.86 ms [2021-01-17 18:53:06 main:574] : INFO : Epoch 1789 | loss: 0.0311202 | val_loss: 0.0311291 | Time: 1156.31 ms [2021-01-17 18:53:08 main:574] : INFO : Epoch 1790 | loss: 0.0311187 | val_loss: 0.0311297 | Time: 1179.14 ms [2021-01-17 18:53:09 main:574] : INFO : Epoch 1791 | loss: 0.031117 | val_loss: 0.0311281 | Time: 1432.09 ms [2021-01-17 18:53:10 main:574] : INFO : Epoch 1792 | loss: 0.0311165 | val_loss: 0.0311272 | Time: 1169.88 ms [2021-01-17 18:53:11 main:574] : INFO : Epoch 1793 | loss: 0.0311161 | val_loss: 0.0311262 | Time: 1172.11 ms [2021-01-17 18:53:13 main:574] : INFO : Epoch 1794 | loss: 0.0311141 | val_loss: 0.0311258 | Time: 1403.07 ms [2021-01-17 18:53:14 main:574] : INFO : Epoch 1795 | loss: 0.0311129 | val_loss: 0.0311298 | Time: 1213.19 ms [2021-01-17 18:53:15 main:574] : INFO : Epoch 1796 | loss: 0.0311124 | val_loss: 0.0311249 | Time: 1164.48 ms [2021-01-17 18:53:17 main:574] : INFO : Epoch 1797 | loss: 0.0311115 | val_loss: 0.0311224 | Time: 1310.93 ms [2021-01-17 18:53:18 main:574] : INFO : Epoch 1798 | loss: 0.031112 | val_loss: 0.0311231 | Time: 1329.5 ms [2021-01-17 18:53:19 main:574] : INFO : Epoch 1799 | loss: 0.0311132 | val_loss: 0.0311264 | Time: 1161.53 ms [2021-01-17 18:53:20 main:574] : INFO : Epoch 1800 | loss: 0.0311138 | val_loss: 0.0311218 | Time: 1203.26 ms [2021-01-17 18:53:22 main:574] : INFO : Epoch 1801 | loss: 0.0311094 | val_loss: 0.0311249 | Time: 1385.55 ms [2021-01-17 18:53:23 main:574] : INFO : Epoch 1802 | loss: 0.03111 | val_loss: 0.0311222 | Time: 1164.8 ms [2021-01-17 18:53:24 main:574] : INFO : Epoch 1803 | loss: 0.0311101 | val_loss: 0.0311212 | Time: 1175.32 ms [2021-01-17 18:53:25 main:574] : INFO : Epoch 1804 | loss: 0.0311091 | val_loss: 0.0311228 | Time: 1501.71 ms [2021-01-17 18:53:27 main:574] : INFO : Epoch 1805 | loss: 0.0311088 | val_loss: 0.0311241 | Time: 1168.29 ms [2021-01-17 18:53:28 main:574] : INFO : Epoch 1806 | loss: 0.0311119 | val_loss: 0.0311229 | Time: 1181.12 ms [2021-01-17 18:53:29 main:574] : INFO : Epoch 1807 | loss: 0.0311108 | val_loss: 0.0311239 | Time: 1474.55 ms [2021-01-17 18:53:31 main:574] : INFO : Epoch 1808 | loss: 0.0311143 | val_loss: 0.0311312 | Time: 1173.97 ms [2021-01-17 18:53:32 main:574] : INFO : Epoch 1809 | loss: 0.0311338 | val_loss: 0.0311645 | Time: 1168.36 ms [2021-01-17 18:53:33 main:574] : INFO : Epoch 1810 | loss: 0.0311734 | val_loss: 0.0311719 | Time: 1449.7 ms [2021-01-17 18:53:34 main:574] : INFO : Epoch 1811 | loss: 0.031175 | val_loss: 0.0311713 | Time: 1184.04 ms [2021-01-17 18:53:36 main:574] : INFO : Epoch 1812 | loss: 0.0311713 | val_loss: 0.0311697 | Time: 1175.12 ms [2021-01-17 18:53:37 main:574] : INFO : Epoch 1813 | loss: 0.0311683 | val_loss: 0.0311688 | Time: 1398.31 ms [2021-01-17 18:53:38 main:574] : INFO : Epoch 1814 | loss: 0.0311663 | val_loss: 0.0311706 | Time: 1247.05 ms [2021-01-17 18:53:39 main:574] : INFO : Epoch 1815 | loss: 0.0311697 | val_loss: 0.0311746 | Time: 1162.72 ms [2021-01-17 18:53:41 main:574] : INFO : Epoch 1816 | loss: 0.0311655 | val_loss: 0.0311676 | Time: 1266.78 ms [2021-01-17 18:53:42 main:574] : INFO : Epoch 1817 | loss: 0.0311638 | val_loss: 0.0311667 | Time: 1343.68 ms [2021-01-17 18:53:43 main:574] : INFO : Epoch 1818 | loss: 0.0311606 | val_loss: 0.0311625 | Time: 1169.58 ms [2021-01-17 18:53:44 main:574] : INFO : Epoch 1819 | loss: 0.03116 | val_loss: 0.0311596 | Time: 1214.33 ms [2021-01-17 18:53:46 main:574] : INFO : Epoch 1820 | loss: 0.0311583 | val_loss: 0.0311582 | Time: 1380.29 ms [2021-01-17 18:53:47 main:574] : INFO : Epoch 1821 | loss: 0.031157 | val_loss: 0.0311576 | Time: 1154.49 ms [2021-01-17 18:53:48 main:574] : INFO : Epoch 1822 | loss: 0.0311558 | val_loss: 0.0311599 | Time: 1166.24 ms [2021-01-17 18:53:50 main:574] : INFO : Epoch 1823 | loss: 0.0311544 | val_loss: 0.0311578 | Time: 1448.63 ms [2021-01-17 18:53:51 main:574] : INFO : Epoch 1824 | loss: 0.0311525 | val_loss: 0.0311591 | Time: 1165.79 ms [2021-01-17 18:53:52 main:574] : INFO : Epoch 1825 | loss: 0.0311513 | val_loss: 0.0311579 | Time: 1164.69 ms [2021-01-17 18:53:53 main:574] : INFO : Epoch 1826 | loss: 0.0311507 | val_loss: 0.0311573 | Time: 1435.67 ms [2021-01-17 18:53:54 main:574] : INFO : Epoch 1827 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 1165.19 ms [2021-01-17 18:53:56 main:574] : INFO : Epoch 1828 | loss: 0.0311515 | val_loss: 0.0311587 | Time: 1177.53 ms [2021-01-17 18:53:57 main:574] : INFO : Epoch 1829 | loss: 0.0311538 | val_loss: 0.0311586 | Time: 1415.64 ms [2021-01-17 18:53:58 main:574] : INFO : Epoch 1830 | loss: 0.0311523 | val_loss: 0.0311565 | Time: 1227.82 ms [2021-01-17 18:53:59 main:574] : INFO : Epoch 1831 | loss: 0.0311521 | val_loss: 0.0311579 | Time: 1169.02 ms [2021-01-17 18:54:01 main:574] : INFO : Epoch 1832 | loss: 0.0311503 | val_loss: 0.0311537 | Time: 1339.79 ms [2021-01-17 18:54:02 main:574] : INFO : Epoch 1833 | loss: 0.0311483 | val_loss: 0.0311525 | Time: 1264.37 ms [2021-01-17 18:54:03 main:574] : INFO : Epoch 1834 | loss: 0.0311498 | val_loss: 0.0311532 | Time: 1158.55 ms [2021-01-17 18:54:04 main:574] : INFO : Epoch 1835 | loss: 0.031152 | val_loss: 0.0311542 | Time: 1224.36 ms [2021-01-17 18:54:06 main:574] : INFO : Epoch 1836 | loss: 0.0311563 | val_loss: 0.0311613 | Time: 1411.17 ms [2021-01-17 18:54:07 main:574] : INFO : Epoch 1837 | loss: 0.0311606 | val_loss: 0.0311592 | Time: 1155.44 ms [2021-01-17 18:54:08 main:574] : INFO : Epoch 1838 | loss: 0.0311597 | val_loss: 0.0311624 | Time: 1189.1 ms [2021-01-17 18:54:10 main:574] : INFO : Epoch 1839 | loss: 0.0311594 | val_loss: 0.0311655 | Time: 1467.56 ms [2021-01-17 18:54:11 main:574] : INFO : Epoch 1840 | loss: 0.0311603 | val_loss: 0.0311622 | Time: 1162.29 ms [2021-01-17 18:54:12 main:574] : INFO : Epoch 1841 | loss: 0.0311596 | val_loss: 0.031161 | Time: 1163.36 ms [2021-01-17 18:54:14 main:574] : INFO : Epoch 1842 | loss: 0.0311583 | val_loss: 0.0311602 | Time: 1462.51 ms [2021-01-17 18:54:15 main:574] : INFO : Epoch 1843 | loss: 0.0311576 | val_loss: 0.0311618 | Time: 1166.57 ms [2021-01-17 18:54:16 main:574] : INFO : Epoch 1844 | loss: 0.031157 | val_loss: 0.031161 | Time: 1167.49 ms [2021-01-17 18:54:17 main:574] : INFO : Epoch 1845 | loss: 0.0311565 | val_loss: 0.0311611 | Time: 1481.47 ms [2021-01-17 18:54:19 main:574] : INFO : Epoch 1846 | loss: 0.0311553 | val_loss: 0.0311608 | Time: 1164.12 ms [2021-01-17 18:54:20 main:574] : INFO : Epoch 1847 | loss: 0.0311556 | val_loss: 0.0311596 | Time: 1162.68 ms [2021-01-17 18:54:21 main:574] : INFO : Epoch 1848 | loss: 0.0311547 | val_loss: 0.0311613 | Time: 1409.59 ms [2021-01-17 18:54:22 main:574] : INFO : Epoch 1849 | loss: 0.0311552 | val_loss: 0.0311597 | Time: 1252.82 ms [2021-01-17 18:54:24 main:574] : INFO : Epoch 1850 | loss: 0.0311538 | val_loss: 0.0311601 | Time: 1164.31 ms [2021-01-17 18:54:25 main:574] : INFO : Epoch 1851 | loss: 0.0311539 | val_loss: 0.0311582 | Time: 1311.24 ms [2021-01-17 18:54:26 main:574] : INFO : Epoch 1852 | loss: 0.0311527 | val_loss: 0.031159 | Time: 1324.51 ms [2021-01-17 18:54:27 main:574] : INFO : Epoch 1853 | loss: 0.0311533 | val_loss: 0.0311579 | Time: 1168.55 ms [2021-01-17 18:54:29 main:574] : INFO : Epoch 1854 | loss: 0.031153 | val_loss: 0.031157 | Time: 1224.89 ms [2021-01-17 18:54:30 main:574] : INFO : Epoch 1855 | loss: 0.0311521 | val_loss: 0.0311573 | Time: 1394.57 ms [2021-01-17 18:54:31 main:574] : INFO : Epoch 1856 | loss: 0.0311519 | val_loss: 0.0311566 | Time: 1169.52 ms [2021-01-17 18:54:32 main:574] : INFO : Epoch 1857 | loss: 0.0311511 | val_loss: 0.0311549 | Time: 1181.33 ms [2021-01-17 18:54:34 main:574] : INFO : Epoch 1858 | loss: 0.03115 | val_loss: 0.0311582 | Time: 1464.97 ms [2021-01-17 18:54:35 main:574] : INFO : Epoch 1859 | loss: 0.0311495 | val_loss: 0.0311548 | Time: 1161.52 ms [2021-01-17 18:54:36 main:574] : INFO : Epoch 1860 | loss: 0.0311485 | val_loss: 0.0311549 | Time: 1168.79 ms [2021-01-17 18:54:38 main:574] : INFO : Epoch 1861 | loss: 0.0311488 | val_loss: 0.0311548 | Time: 1487.28 ms [2021-01-17 18:54:39 main:574] : INFO : Epoch 1862 | loss: 0.0311481 | val_loss: 0.0311559 | Time: 1160.55 ms [2021-01-17 18:54:40 main:574] : INFO : Epoch 1863 | loss: 0.0311475 | val_loss: 0.0311548 | Time: 1163.05 ms [2021-01-17 18:54:41 main:574] : INFO : Epoch 1864 | loss: 0.0311475 | val_loss: 0.0311553 | Time: 1477.79 ms [2021-01-17 18:54:43 main:574] : INFO : Epoch 1865 | loss: 0.0311474 | val_loss: 0.0311568 | Time: 1186.21 ms [2021-01-17 18:54:44 main:574] : INFO : Epoch 1866 | loss: 0.0311475 | val_loss: 0.0311543 | Time: 1169.94 ms [2021-01-17 18:54:45 main:574] : INFO : Epoch 1867 | loss: 0.0311468 | val_loss: 0.0311558 | Time: 1363.87 ms [2021-01-17 18:54:46 main:574] : INFO : Epoch 1868 | loss: 0.0311471 | val_loss: 0.0311556 | Time: 1268.02 ms [2021-01-17 18:54:48 main:574] : INFO : Epoch 1869 | loss: 0.0311481 | val_loss: 0.0311552 | Time: 1172.22 ms [2021-01-17 18:54:49 main:574] : INFO : Epoch 1870 | loss: 0.0311469 | val_loss: 0.0311571 | Time: 1289.67 ms [2021-01-17 18:54:50 main:574] : INFO : Epoch 1871 | loss: 0.031148 | val_loss: 0.0311603 | Time: 1329.69 ms [2021-01-17 18:54:51 main:574] : INFO : Epoch 1872 | loss: 0.0311487 | val_loss: 0.0311568 | Time: 1166.35 ms [2021-01-17 18:54:53 main:574] : INFO : Epoch 1873 | loss: 0.0311469 | val_loss: 0.0311548 | Time: 1235.61 ms [2021-01-17 18:54:54 main:574] : INFO : Epoch 1874 | loss: 0.0311457 | val_loss: 0.031154 | Time: 1421.12 ms [2021-01-17 18:54:55 main:574] : INFO : Epoch 1875 | loss: 0.0311444 | val_loss: 0.0311547 | Time: 1164.65 ms [2021-01-17 18:54:56 main:574] : INFO : Epoch 1876 | loss: 0.0311448 | val_loss: 0.0311544 | Time: 1177.01 ms [2021-01-17 18:54:58 main:574] : INFO : Epoch 1877 | loss: 0.0311444 | val_loss: 0.0311533 | Time: 1482.13 ms [2021-01-17 18:54:59 main:574] : INFO : Epoch 1878 | loss: 0.0311437 | val_loss: 0.0311541 | Time: 1173.53 ms [2021-01-17 18:55:00 main:574] : INFO : Epoch 1879 | loss: 0.0311428 | val_loss: 0.0311535 | Time: 1159.82 ms [2021-01-17 18:55:02 main:574] : INFO : Epoch 1880 | loss: 0.0311431 | val_loss: 0.0311526 | Time: 1487.47 ms [2021-01-17 18:55:03 main:574] : INFO : Epoch 1881 | loss: 0.0311429 | val_loss: 0.0311582 | Time: 1161.81 ms [2021-01-17 18:55:04 main:574] : INFO : Epoch 1882 | loss: 0.0311442 | val_loss: 0.0311562 | Time: 1149.48 ms [2021-01-17 18:55:06 main:574] : INFO : Epoch 1883 | loss: 0.0311425 | val_loss: 0.0311517 | Time: 1502.37 ms [2021-01-17 18:55:07 main:574] : INFO : Epoch 1884 | loss: 0.0311407 | val_loss: 0.0311519 | Time: 1164.43 ms [2021-01-17 18:55:08 main:574] : INFO : Epoch 1885 | loss: 0.0311412 | val_loss: 0.0311515 | Time: 1178.47 ms [2021-01-17 18:55:09 main:574] : INFO : Epoch 1886 | loss: 0.03114 | val_loss: 0.0311524 | Time: 1441.74 ms [2021-01-17 18:55:11 main:574] : INFO : Epoch 1887 | loss: 0.0311398 | val_loss: 0.0311512 | Time: 1196.85 ms [2021-01-17 18:55:12 main:574] : INFO : Epoch 1888 | loss: 0.0311398 | val_loss: 0.0311514 | Time: 1177.27 ms [2021-01-17 18:55:13 main:574] : INFO : Epoch 1889 | loss: 0.0311412 | val_loss: 0.0311543 | Time: 1359.08 ms [2021-01-17 18:55:14 main:574] : INFO : Epoch 1890 | loss: 0.0311418 | val_loss: 0.0311503 | Time: 1287.05 ms [2021-01-17 18:55:16 main:574] : INFO : Epoch 1891 | loss: 0.0311397 | val_loss: 0.0311512 | Time: 1170.68 ms [2021-01-17 18:55:17 main:574] : INFO : Epoch 1892 | loss: 0.0311396 | val_loss: 0.0311503 | Time: 1320.37 ms [2021-01-17 18:55:18 main:574] : INFO : Epoch 1893 | loss: 0.0311409 | val_loss: 0.031152 | Time: 1327.89 ms [2021-01-17 18:55:19 main:574] : INFO : Epoch 1894 | loss: 0.0311413 | val_loss: 0.0311485 | Time: 1163.5 ms [2021-01-17 18:55:21 main:574] : INFO : Epoch 1895 | loss: 0.0311389 | val_loss: 0.0311494 | Time: 1205.17 ms [2021-01-17 18:55:22 main:574] : INFO : Epoch 1896 | loss: 0.0311401 | val_loss: 0.0311521 | Time: 1417.89 ms [2021-01-17 18:55:23 main:574] : INFO : Epoch 1897 | loss: 0.0311418 | val_loss: 0.0311501 | Time: 1165.4 ms [2021-01-17 18:55:24 main:574] : INFO : Epoch 1898 | loss: 0.0311397 | val_loss: 0.0311487 | Time: 1162.3 ms [2021-01-17 18:55:26 main:574] : INFO : Epoch 1899 | loss: 0.0311391 | val_loss: 0.0311466 | Time: 1428.73 ms [2021-01-17 18:55:27 main:574] : INFO : Epoch 1900 | loss: 0.0311382 | val_loss: 0.0311481 | Time: 1171.47 ms [2021-01-17 18:55:28 main:574] : INFO : Epoch 1901 | loss: 0.0311384 | val_loss: 0.0311506 | Time: 1175.19 ms [2021-01-17 18:55:30 main:574] : INFO : Epoch 1902 | loss: 0.0311441 | val_loss: 0.0311504 | Time: 1468.12 ms [2021-01-17 18:55:31 main:574] : INFO : Epoch 1903 | loss: 0.0311421 | val_loss: 0.0311492 | Time: 1173.05 ms [2021-01-17 18:55:32 main:574] : INFO : Epoch 1904 | loss: 0.0311417 | val_loss: 0.0311496 | Time: 1164.9 ms [2021-01-17 18:55:33 main:574] : INFO : Epoch 1905 | loss: 0.0311522 | val_loss: 0.0311616 | Time: 1362.02 ms [2021-01-17 18:55:35 main:574] : INFO : Epoch 1906 | loss: 0.0311561 | val_loss: 0.0311594 | Time: 1219.28 ms [2021-01-17 18:55:36 main:574] : INFO : Epoch 1907 | loss: 0.0311532 | val_loss: 0.0311584 | Time: 1177.86 ms [2021-01-17 18:55:37 main:574] : INFO : Epoch 1908 | loss: 0.031152 | val_loss: 0.0311587 | Time: 1308.82 ms [2021-01-17 18:55:39 main:574] : INFO : Epoch 1909 | loss: 0.0311507 | val_loss: 0.0311588 | Time: 1365.92 ms [2021-01-17 18:55:40 main:574] : INFO : Epoch 1910 | loss: 0.0311502 | val_loss: 0.0311569 | Time: 1164.41 ms [2021-01-17 18:55:41 main:574] : INFO : Epoch 1911 | loss: 0.0311477 | val_loss: 0.0311561 | Time: 1197.67 ms [2021-01-17 18:55:43 main:574] : INFO : Epoch 1912 | loss: 0.031147 | val_loss: 0.0311559 | Time: 1713.73 ms [2021-01-17 18:55:44 main:574] : INFO : Epoch 1913 | loss: 0.0311456 | val_loss: 0.0311514 | Time: 1167.08 ms [2021-01-17 18:55:45 main:574] : INFO : Epoch 1914 | loss: 0.0311441 | val_loss: 0.0311507 | Time: 1164.58 ms [2021-01-17 18:55:46 main:574] : INFO : Epoch 1915 | loss: 0.0311439 | val_loss: 0.0311459 | Time: 1407.73 ms [2021-01-17 18:55:48 main:574] : INFO : Epoch 1916 | loss: 0.0311442 | val_loss: 0.0311445 | Time: 1226.56 ms [2021-01-17 18:55:49 main:574] : INFO : Epoch 1917 | loss: 0.0311415 | val_loss: 0.0311455 | Time: 1166.33 ms [2021-01-17 18:55:50 main:574] : INFO : Epoch 1918 | loss: 0.0311415 | val_loss: 0.0311443 | Time: 1361.56 ms [2021-01-17 18:55:51 main:574] : INFO : Epoch 1919 | loss: 0.0311423 | val_loss: 0.0311444 | Time: 1276.11 ms [2021-01-17 18:55:53 main:574] : INFO : Epoch 1920 | loss: 0.0311423 | val_loss: 0.0311444 | Time: 1168.71 ms [2021-01-17 18:55:54 main:574] : INFO : Epoch 1921 | loss: 0.0311423 | val_loss: 0.0311432 | Time: 1262.76 ms [2021-01-17 18:55:55 main:574] : INFO : Epoch 1922 | loss: 0.0311412 | val_loss: 0.0311491 | Time: 1362.84 ms [2021-01-17 18:55:56 main:574] : INFO : Epoch 1923 | loss: 0.0311434 | val_loss: 0.0311468 | Time: 1174.97 ms [2021-01-17 18:55:58 main:574] : INFO : Epoch 1924 | loss: 0.031143 | val_loss: 0.0311449 | Time: 1179.7 ms [2021-01-17 18:55:59 main:574] : INFO : Epoch 1925 | loss: 0.0311405 | val_loss: 0.0311436 | Time: 1493.61 ms [2021-01-17 18:56:00 main:574] : INFO : Epoch 1926 | loss: 0.0311394 | val_loss: 0.0311429 | Time: 1176.8 ms [2021-01-17 18:56:01 main:574] : INFO : Epoch 1927 | loss: 0.0311398 | val_loss: 0.0311437 | Time: 1168.81 ms [2021-01-17 18:56:03 main:574] : INFO : Epoch 1928 | loss: 0.0311393 | val_loss: 0.0311446 | Time: 1460.95 ms [2021-01-17 18:56:04 main:574] : INFO : Epoch 1929 | loss: 0.0311382 | val_loss: 0.0311447 | Time: 1156.73 ms [2021-01-17 18:56:05 main:574] : INFO : Epoch 1930 | loss: 0.0311367 | val_loss: 0.031143 | Time: 1166 ms [2021-01-17 18:56:07 main:574] : INFO : Epoch 1931 | loss: 0.0311361 | val_loss: 0.031141 | Time: 1454.77 ms [2021-01-17 18:56:08 main:574] : INFO : Epoch 1932 | loss: 0.0311371 | val_loss: 0.031141 | Time: 1182.16 ms [2021-01-17 18:56:09 main:574] : INFO : Epoch 1933 | loss: 0.0311352 | val_loss: 0.0311406 | Time: 1163.61 ms [2021-01-17 18:56:10 main:574] : INFO : Epoch 1934 | loss: 0.0311357 | val_loss: 0.0311424 | Time: 1408 ms [2021-01-17 18:56:12 main:574] : INFO : Epoch 1935 | loss: 0.0311336 | val_loss: 0.0311414 | Time: 1190.87 ms [2021-01-17 18:56:13 main:574] : INFO : Epoch 1936 | loss: 0.0311328 | val_loss: 0.0311409 | Time: 1166.62 ms [2021-01-17 18:56:14 main:574] : INFO : Epoch 1937 | loss: 0.0311353 | val_loss: 0.0311412 | Time: 1305.9 ms [2021-01-17 18:56:15 main:574] : INFO : Epoch 1938 | loss: 0.0311338 | val_loss: 0.0311385 | Time: 1304.97 ms [2021-01-17 18:56:17 main:574] : INFO : Epoch 1939 | loss: 0.031133 | val_loss: 0.0311426 | Time: 1181.53 ms [2021-01-17 18:56:18 main:574] : INFO : Epoch 1940 | loss: 0.0311397 | val_loss: 0.0311432 | Time: 1264.93 ms [2021-01-17 18:56:19 main:574] : INFO : Epoch 1941 | loss: 0.031141 | val_loss: 0.0311384 | Time: 1373.27 ms [2021-01-17 18:56:21 main:574] : INFO : Epoch 1942 | loss: 0.031137 | val_loss: 0.0311382 | Time: 1250.47 ms [2021-01-17 18:56:22 main:574] : INFO : Epoch 1943 | loss: 0.0311373 | val_loss: 0.0311382 | Time: 1184.63 ms [2021-01-17 18:56:23 main:574] : INFO : Epoch 1944 | loss: 0.0311385 | val_loss: 0.0311416 | Time: 1487.23 ms [2021-01-17 18:56:24 main:574] : INFO : Epoch 1945 | loss: 0.0311382 | val_loss: 0.0311431 | Time: 1164.65 ms [2021-01-17 18:56:26 main:574] : INFO : Epoch 1946 | loss: 0.0311391 | val_loss: 0.0311438 | Time: 1170.52 ms [2021-01-17 18:56:27 main:574] : INFO : Epoch 1947 | loss: 0.031137 | val_loss: 0.0311431 | Time: 1419.45 ms [2021-01-17 18:56:28 main:574] : INFO : Epoch 1948 | loss: 0.0311349 | val_loss: 0.0311398 | Time: 1179.94 ms [2021-01-17 18:56:29 main:574] : INFO : Epoch 1949 | loss: 0.0311339 | val_loss: 0.0311445 | Time: 1182.44 ms [2021-01-17 18:56:31 main:574] : INFO : Epoch 1950 | loss: 0.0311334 | val_loss: 0.0311381 | Time: 1468.13 ms [2021-01-17 18:56:32 main:574] : INFO : Epoch 1951 | loss: 0.031133 | val_loss: 0.0311411 | Time: 1163.45 ms [2021-01-17 18:56:33 main:574] : INFO : Epoch 1952 | loss: 0.0311349 | val_loss: 0.0311395 | Time: 1181.4 ms [2021-01-17 18:56:35 main:574] : INFO : Epoch 1953 | loss: 0.0311362 | val_loss: 0.0311392 | Time: 1445.06 ms [2021-01-17 18:56:36 main:574] : INFO : Epoch 1954 | loss: 0.031133 | val_loss: 0.0311393 | Time: 1206.62 ms [2021-01-17 18:56:37 main:574] : INFO : Epoch 1955 | loss: 0.0311324 | val_loss: 0.0311391 | Time: 1170.12 ms [2021-01-17 18:56:38 main:574] : INFO : Epoch 1956 | loss: 0.0311321 | val_loss: 0.031139 | Time: 1378.33 ms [2021-01-17 18:56:40 main:574] : INFO : Epoch 1957 | loss: 0.0311312 | val_loss: 0.0311371 | Time: 1275.18 ms [2021-01-17 18:56:41 main:574] : INFO : Epoch 1958 | loss: 0.0311294 | val_loss: 0.0311384 | Time: 1172.56 ms [2021-01-17 18:56:42 main:574] : INFO : Epoch 1959 | loss: 0.0311299 | val_loss: 0.0311404 | Time: 1268.73 ms [2021-01-17 18:56:43 main:574] : INFO : Epoch 1960 | loss: 0.03113 | val_loss: 0.031137 | Time: 1360.76 ms [2021-01-17 18:56:45 main:574] : INFO : Epoch 1961 | loss: 0.0311325 | val_loss: 0.0311406 | Time: 1184.31 ms [2021-01-17 18:56:46 main:574] : INFO : Epoch 1962 | loss: 0.031132 | val_loss: 0.0311407 | Time: 1247.09 ms [2021-01-17 18:56:47 main:574] : INFO : Epoch 1963 | loss: 0.031131 | val_loss: 0.0311379 | Time: 1418.31 ms [2021-01-17 18:56:49 main:574] : INFO : Epoch 1964 | loss: 0.0311324 | val_loss: 0.0311395 | Time: 1171.29 ms [2021-01-17 18:56:50 main:574] : INFO : Epoch 1965 | loss: 0.0311303 | val_loss: 0.0311375 | Time: 1156.59 ms [2021-01-17 18:56:51 main:574] : INFO : Epoch 1966 | loss: 0.0311284 | val_loss: 0.0311406 | Time: 1515.51 ms [2021-01-17 18:56:52 main:574] : INFO : Epoch 1967 | loss: 0.0311278 | val_loss: 0.0311382 | Time: 1162.47 ms [2021-01-17 18:56:54 main:574] : INFO : Epoch 1968 | loss: 0.0311281 | val_loss: 0.0311401 | Time: 1169.09 ms [2021-01-17 18:56:55 main:574] : INFO : Epoch 1969 | loss: 0.0311283 | val_loss: 0.0311345 | Time: 1444.05 ms [2021-01-17 18:56:56 main:574] : INFO : Epoch 1970 | loss: 0.0311275 | val_loss: 0.0311398 | Time: 1161.67 ms [2021-01-17 18:56:57 main:574] : INFO : Epoch 1971 | loss: 0.0311278 | val_loss: 0.0311374 | Time: 1162.25 ms [2021-01-17 18:56:59 main:574] : INFO : Epoch 1972 | loss: 0.0311309 | val_loss: 0.0311386 | Time: 1434.56 ms [2021-01-17 18:57:00 main:574] : INFO : Epoch 1973 | loss: 0.0311305 | val_loss: 0.0311393 | Time: 1184.9 ms [2021-01-17 18:57:01 main:574] : INFO : Epoch 1974 | loss: 0.031129 | val_loss: 0.031137 | Time: 1165.03 ms [2021-01-17 18:57:02 main:574] : INFO : Epoch 1975 | loss: 0.0311291 | val_loss: 0.0311385 | Time: 1340.3 ms [2021-01-17 18:57:04 main:574] : INFO : Epoch 1976 | loss: 0.0311268 | val_loss: 0.0311352 | Time: 1272 ms [2021-01-17 18:57:05 main:574] : INFO : Epoch 1977 | loss: 0.0311259 | val_loss: 0.0311357 | Time: 1175.4 ms [2021-01-17 18:57:06 main:574] : INFO : Epoch 1978 | loss: 0.0311268 | val_loss: 0.0311336 | Time: 1268.96 ms [2021-01-17 18:57:08 main:574] : INFO : Epoch 1979 | loss: 0.0311261 | val_loss: 0.0311336 | Time: 1383.56 ms [2021-01-17 18:57:09 main:574] : INFO : Epoch 1980 | loss: 0.031125 | val_loss: 0.0311337 | Time: 1162.05 ms [2021-01-17 18:57:10 main:574] : INFO : Epoch 1981 | loss: 0.031125 | val_loss: 0.0311399 | Time: 1179.84 ms [2021-01-17 18:57:11 main:574] : INFO : Epoch 1982 | loss: 0.0311244 | val_loss: 0.0311348 | Time: 1431.81 ms [2021-01-17 18:57:13 main:574] : INFO : Epoch 1983 | loss: 0.0311232 | val_loss: 0.0311354 | Time: 1168.67 ms [2021-01-17 18:57:14 main:574] : INFO : Epoch 1984 | loss: 0.0311242 | val_loss: 0.0311349 | Time: 1159.24 ms [2021-01-17 18:57:15 main:574] : INFO : Epoch 1985 | loss: 0.031126 | val_loss: 0.0311345 | Time: 1439.01 ms [2021-01-17 18:57:16 main:574] : INFO : Epoch 1986 | loss: 0.0311232 | val_loss: 0.0311355 | Time: 1156.84 ms [2021-01-17 18:57:18 main:574] : INFO : Epoch 1987 | loss: 0.0311222 | val_loss: 0.031134 | Time: 1178.87 ms [2021-01-17 18:57:19 main:574] : INFO : Epoch 1988 | loss: 0.0311222 | val_loss: 0.0311365 | Time: 1481.88 ms [2021-01-17 18:57:20 main:574] : INFO : Epoch 1989 | loss: 0.0311221 | val_loss: 0.0311374 | Time: 1170.12 ms [2021-01-17 18:57:21 main:574] : INFO : Epoch 1990 | loss: 0.0311219 | val_loss: 0.031135 | Time: 1163.35 ms [2021-01-17 18:57:23 main:574] : INFO : Epoch 1991 | loss: 0.0311225 | val_loss: 0.0311368 | Time: 1367.65 ms [2021-01-17 18:57:24 main:574] : INFO : Epoch 1992 | loss: 0.0311228 | val_loss: 0.0311359 | Time: 1226.01 ms [2021-01-17 18:57:25 main:574] : INFO : Epoch 1993 | loss: 0.0311215 | val_loss: 0.0311381 | Time: 1174.91 ms [2021-01-17 18:57:26 main:574] : INFO : Epoch 1994 | loss: 0.0311225 | val_loss: 0.0311351 | Time: 1269.76 ms [2021-01-17 18:57:28 main:574] : INFO : Epoch 1995 | loss: 0.0311213 | val_loss: 0.0311359 | Time: 1321.6 ms [2021-01-17 18:57:29 main:574] : INFO : Epoch 1996 | loss: 0.0311243 | val_loss: 0.03114 | Time: 1169.33 ms [2021-01-17 18:57:30 main:574] : INFO : Epoch 1997 | loss: 0.0311209 | val_loss: 0.0311319 | Time: 1200.05 ms [2021-01-17 18:57:32 main:574] : INFO : Epoch 1998 | loss: 0.0311215 | val_loss: 0.0311361 | Time: 1435.57 ms [2021-01-17 18:57:33 main:574] : INFO : Epoch 1999 | loss: 0.03112 | val_loss: 0.0311352 | Time: 1158.41 ms [2021-01-17 18:57:34 main:574] : INFO : Epoch 2000 | loss: 0.0311212 | val_loss: 0.0311372 | Time: 1170.13 ms [2021-01-17 18:57:35 main:574] : INFO : Epoch 2001 | loss: 0.0311191 | val_loss: 0.031137 | Time: 1460.4 ms [2021-01-17 18:57:37 main:574] : INFO : Epoch 2002 | loss: 0.031119 | val_loss: 0.0311384 | Time: 1161.2 ms [2021-01-17 18:57:38 main:574] : INFO : Epoch 2003 | loss: 0.0311181 | val_loss: 0.0311387 | Time: 1163.68 ms [2021-01-17 18:57:39 main:574] : INFO : Epoch 2004 | loss: 0.031118 | val_loss: 0.0311378 | Time: 1445.08 ms [2021-01-17 18:57:40 main:574] : INFO : Epoch 2005 | loss: 0.0311189 | val_loss: 0.031138 | Time: 1166.07 ms [2021-01-17 18:57:41 main:574] : INFO : Epoch 2006 | loss: 0.031118 | val_loss: 0.0311366 | Time: 1175.86 ms [2021-01-17 18:57:43 main:574] : INFO : Epoch 2007 | loss: 0.0311205 | val_loss: 0.031135 | Time: 1437.19 ms [2021-01-17 18:57:44 main:574] : INFO : Epoch 2008 | loss: 0.0311185 | val_loss: 0.0311374 | Time: 1185.2 ms [2021-01-17 18:57:45 main:574] : INFO : Epoch 2009 | loss: 0.0311189 | val_loss: 0.031136 | Time: 1166.42 ms [2021-01-17 18:57:47 main:574] : INFO : Epoch 2010 | loss: 0.0311193 | val_loss: 0.031138 | Time: 1373.2 ms [2021-01-17 18:57:48 main:574] : INFO : Epoch 2011 | loss: 0.0311177 | val_loss: 0.0311341 | Time: 1267.12 ms [2021-01-17 18:57:49 main:574] : INFO : Epoch 2012 | loss: 0.0311173 | val_loss: 0.0311374 | Time: 1173.95 ms [2021-01-17 18:57:50 main:574] : INFO : Epoch 2013 | loss: 0.0311169 | val_loss: 0.0311353 | Time: 1335.49 ms [2021-01-17 18:57:52 main:574] : INFO : Epoch 2014 | loss: 0.0311181 | val_loss: 0.031138 | Time: 1360.89 ms [2021-01-17 18:57:53 main:574] : INFO : Epoch 2015 | loss: 0.0311179 | val_loss: 0.0311322 | Time: 1161.37 ms [2021-01-17 18:57:54 main:574] : INFO : Epoch 2016 | loss: 0.0311189 | val_loss: 0.0311336 | Time: 1209.49 ms [2021-01-17 18:57:56 main:574] : INFO : Epoch 2017 | loss: 0.0311149 | val_loss: 0.0311352 | Time: 1397.6 ms [2021-01-17 18:57:57 main:574] : INFO : Epoch 2018 | loss: 0.0311147 | val_loss: 0.0311331 | Time: 1173.8 ms [2021-01-17 18:57:58 main:574] : INFO : Epoch 2019 | loss: 0.0311149 | val_loss: 0.0311354 | Time: 1175.23 ms [2021-01-17 18:57:59 main:574] : INFO : Epoch 2020 | loss: 0.0311155 | val_loss: 0.0311327 | Time: 1477.99 ms [2021-01-17 18:58:01 main:574] : INFO : Epoch 2021 | loss: 0.031116 | val_loss: 0.0311346 | Time: 1166.16 ms [2021-01-17 18:58:02 main:574] : INFO : Epoch 2022 | loss: 0.0311176 | val_loss: 0.0311324 | Time: 1162.66 ms [2021-01-17 18:58:03 main:574] : INFO : Epoch 2023 | loss: 0.0311172 | val_loss: 0.0311315 | Time: 1520.4 ms [2021-01-17 18:58:05 main:574] : INFO : Epoch 2024 | loss: 0.0311173 | val_loss: 0.0311314 | Time: 1169.76 ms [2021-01-17 18:58:06 main:574] : INFO : Epoch 2025 | loss: 0.0311187 | val_loss: 0.0311348 | Time: 1160.82 ms [2021-01-17 18:58:07 main:574] : INFO : Epoch 2026 | loss: 0.0311199 | val_loss: 0.031133 | Time: 1432.73 ms [2021-01-17 18:58:08 main:574] : INFO : Epoch 2027 | loss: 0.0311169 | val_loss: 0.031136 | Time: 1199.88 ms [2021-01-17 18:58:09 main:574] : INFO : Epoch 2028 | loss: 0.0311177 | val_loss: 0.031134 | Time: 1156.49 ms [2021-01-17 18:58:11 main:574] : INFO : Epoch 2029 | loss: 0.0311203 | val_loss: 0.0311413 | Time: 1422.2 ms [2021-01-17 18:58:12 main:574] : INFO : Epoch 2030 | loss: 0.0311218 | val_loss: 0.0311395 | Time: 1236.32 ms [2021-01-17 18:58:13 main:574] : INFO : Epoch 2031 | loss: 0.0311189 | val_loss: 0.0311337 | Time: 1160.42 ms [2021-01-17 18:58:15 main:574] : INFO : Epoch 2032 | loss: 0.0311179 | val_loss: 0.0311334 | Time: 1276.02 ms [2021-01-17 18:58:16 main:574] : INFO : Epoch 2033 | loss: 0.0311229 | val_loss: 0.0311416 | Time: 1326.26 ms [2021-01-17 18:58:17 main:574] : INFO : Epoch 2034 | loss: 0.0311314 | val_loss: 0.0311444 | Time: 1181.09 ms [2021-01-17 18:58:18 main:574] : INFO : Epoch 2035 | loss: 0.0311299 | val_loss: 0.0311447 | Time: 1237.87 ms [2021-01-17 18:58:20 main:574] : INFO : Epoch 2036 | loss: 0.0311308 | val_loss: 0.0311431 | Time: 1393.13 ms [2021-01-17 18:58:21 main:574] : INFO : Epoch 2037 | loss: 0.0311283 | val_loss: 0.0311429 | Time: 1149.99 ms [2021-01-17 18:58:22 main:574] : INFO : Epoch 2038 | loss: 0.0311272 | val_loss: 0.0311396 | Time: 1163.5 ms [2021-01-17 18:58:24 main:574] : INFO : Epoch 2039 | loss: 0.031127 | val_loss: 0.0311409 | Time: 1596.09 ms Machine Learning Dataset Generator v9.75 (Windows/x64) (libTorch: release/1.6 GPU: GeForce RTX 2080) [2021-01-17 20:32:38 main:435] : INFO : Set logging level to 1 [2021-01-17 20:32:38 main:441] : INFO : Running in BOINC Client mode [2021-01-17 20:32:38 main:444] : INFO : Resolving all filenames [2021-01-17 20:32:38 main:452] : INFO : Resolved: dataset.hdf5 => ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 (exists = 1) [2021-01-17 20:32:38 main:452] : INFO : Resolved: model.cfg => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608764570-29827-6_0_r1500828742_1 (exists = 1) [2021-01-17 20:32:38 main:452] : INFO : Resolved: model-final.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608764570-29827-6_0_r1500828742_0 (exists = 0) [2021-01-17 20:32:38 main:452] : INFO : Resolved: model-input.pt => ../../projects/www.mlcathome.org_mlcathome/ParityModified-1608764570-29827-6 (exists = 1) [2021-01-17 20:32:38 main:452] : INFO : Resolved: snapshot.pt => snapshot.pt (exists = 1) [2021-01-17 20:32:38 main:472] : INFO : Dataset filename: ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 [2021-01-17 20:32:38 main:474] : INFO : Configuration: [2021-01-17 20:32:38 main:475] : INFO : Model type: GRU [2021-01-17 20:32:38 main:476] : INFO : Validation Loss Threshold: 0.0001 [2021-01-17 20:32:38 main:477] : INFO : Max Epochs: 2048 [2021-01-17 20:32:38 main:478] : INFO : Batch Size: 128 [2021-01-17 20:32:38 main:479] : INFO : Learning Rate: 0.01 [2021-01-17 20:32:38 main:480] : INFO : Patience: 10 [2021-01-17 20:32:38 main:481] : INFO : Hidden Width: 12 [2021-01-17 20:32:38 main:482] : INFO : # Recurrent Layers: 4 [2021-01-17 20:32:38 main:483] : INFO : # Backend Layers: 4 [2021-01-17 20:32:38 main:484] : INFO : # Threads: 1 [2021-01-17 20:32:38 main:486] : INFO : Preparing Dataset [2021-01-17 20:32:38 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-17 20:32:39 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yt from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-17 20:32:40 load:106] : INFO : Successfully loaded dataset of 2048 examples into memory. [2021-01-17 20:32:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Xv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-17 20:32:40 load_hdf5_ds_into_tensor:28] : INFO : Loading Dataset /Yv from ../../projects/www.mlcathome.org_mlcathome/ParityModified-train-val-dataset.hdf5 into memory [2021-01-17 20:32:40 load:106] : INFO : Successfully loaded dataset of 512 examples into memory. [2021-01-17 20:32:40 main:494] : INFO : Creating Model [2021-01-17 20:32:40 main:507] : INFO : Preparing config file [2021-01-17 20:32:40 main:511] : INFO : Found checkpoint, attempting to load... [2021-01-17 20:32:40 main:512] : INFO : Loading config [2021-01-17 20:32:40 main:514] : INFO : Loading state [2021-01-17 20:32:41 main:559] : INFO : Loading DataLoader into Memory [2021-01-17 20:32:41 main:562] : INFO : Starting Training [2021-01-17 20:32:43 main:574] : INFO : Epoch 1995 | loss: 0.0316102 | val_loss: 0.0312887 | Time: 1567.35 ms [2021-01-17 20:32:44 main:574] : INFO : Epoch 1996 | loss: 0.0312165 | val_loss: 0.0311555 | Time: 1394.82 ms [2021-01-17 20:32:45 main:574] : INFO : Epoch 1997 | loss: 0.031141 | val_loss: 0.031142 | Time: 1187.07 ms [2021-01-17 20:32:47 main:574] : INFO : Epoch 1998 | loss: 0.0311302 | val_loss: 0.0311326 | Time: 1258.18 ms [2021-01-17 20:32:48 main:574] : INFO : Epoch 1999 | loss: 0.0311233 | val_loss: 0.031129 | Time: 1398.14 ms [2021-01-17 20:32:49 main:574] : INFO : Epoch 2000 | loss: 0.0311211 | val_loss: 0.0311289 | Time: 1182.37 ms [2021-01-17 20:32:50 main:574] : INFO : Epoch 2001 | loss: 0.0311171 | val_loss: 0.0311209 | Time: 1215.89 ms [2021-01-17 20:32:52 main:574] : INFO : Epoch 2002 | loss: 0.0311165 | val_loss: 0.0311248 | Time: 1462.39 ms [2021-01-17 20:32:53 main:574] : INFO : Epoch 2003 | loss: 0.0311176 | val_loss: 0.0311243 | Time: 1191.67 ms [2021-01-17 20:32:54 main:574] : INFO : Epoch 2004 | loss: 0.031114 | val_loss: 0.0311253 | Time: 1197.39 ms [2021-01-17 20:32:56 main:574] : INFO : Epoch 2005 | loss: 0.031115 | val_loss: 0.0311265 | Time: 1481.52 ms [2021-01-17 20:32:57 main:574] : INFO : Epoch 2006 | loss: 0.031113 | val_loss: 0.031127 | Time: 1176.46 ms [2021-01-17 20:32:58 main:574] : INFO : Epoch 2007 | loss: 0.0311119 | val_loss: 0.031125 | Time: 1178.08 ms [2021-01-17 20:33:00 main:574] : INFO : Epoch 2008 | loss: 0.0311112 | val_loss: 0.0311247 | Time: 1501.46 ms [2021-01-17 20:33:01 main:574] : INFO : Epoch 2009 | loss: 0.0311108 | val_loss: 0.0311261 | Time: 1186.46 ms [2021-01-17 20:33:02 main:574] : INFO : Epoch 2010 | loss: 0.0311097 | val_loss: 0.0311258 | Time: 1187.87 ms [2021-01-17 20:33:04 main:574] : INFO : Epoch 2011 | loss: 0.031109 | val_loss: 0.0311237 | Time: 1439.25 ms [2021-01-17 20:33:05 main:574] : INFO : Epoch 2012 | loss: 0.0311066 | val_loss: 0.0311203 | Time: 1186.19 ms [2021-01-17 20:33:06 main:574] : INFO : Epoch 2013 | loss: 0.0311118 | val_loss: 0.0311288 | Time: 1188.96 ms [2021-01-17 20:33:07 main:574] : INFO : Epoch 2014 | loss: 0.0311171 | val_loss: 0.0311268 | Time: 1477.04 ms [2021-01-17 20:33:09 main:574] : INFO : Epoch 2015 | loss: 0.0311137 | val_loss: 0.0311259 | Time: 1225.2 ms [2021-01-17 20:33:10 main:574] : INFO : Epoch 2016 | loss: 0.0311173 | val_loss: 0.0311275 | Time: 1220.51 ms [2021-01-17 20:33:11 main:574] : INFO : Epoch 2017 | loss: 0.0311139 | val_loss: 0.0311233 | Time: 1340.69 ms [2021-01-17 20:33:13 main:574] : INFO : Epoch 2018 | loss: 0.031113 | val_loss: 0.031121 | Time: 1312.01 ms [2021-01-17 20:33:14 main:574] : INFO : Epoch 2019 | loss: 0.0311129 | val_loss: 0.0311253 | Time: 1191.09 ms [2021-01-17 20:33:15 main:574] : INFO : Epoch 2020 | loss: 0.031118 | val_loss: 0.0311267 | Time: 1336.21 ms [2021-01-17 20:33:16 main:574] : INFO : Epoch 2021 | loss: 0.0311193 | val_loss: 0.0311273 | Time: 1322.43 ms [2021-01-17 20:33:18 main:574] : INFO : Epoch 2022 | loss: 0.0311188 | val_loss: 0.0311262 | Time: 1190.5 ms [2021-01-17 20:33:19 main:574] : INFO : Epoch 2023 | loss: 0.031119 | val_loss: 0.0311267 | Time: 1286.19 ms [2021-01-17 20:33:20 main:574] : INFO : Epoch 2024 | loss: 0.0311152 | val_loss: 0.0311226 | Time: 1428.19 ms [2021-01-17 20:33:21 main:574] : INFO : Epoch 2025 | loss: 0.0311131 | val_loss: 0.0311203 | Time: 1197.06 ms [2021-01-17 20:33:23 main:574] : INFO : Epoch 2026 | loss: 0.0311106 | val_loss: 0.0311229 | Time: 1221.52 ms [2021-01-17 20:33:24 main:574] : INFO : Epoch 2027 | loss: 0.031114 | val_loss: 0.031124 | Time: 1479.98 ms [2021-01-17 20:33:25 main:574] : INFO : Epoch 2028 | loss: 0.0311149 | val_loss: 0.0311227 | Time: 1193.37 ms [2021-01-17 20:33:27 main:574] : INFO : Epoch 2029 | loss: 0.0311093 | val_loss: 0.031123 | Time: 1207.48 ms [2021-01-17 20:33:28 main:574] : INFO : Epoch 2030 | loss: 0.031107 | val_loss: 0.0311176 | Time: 1448.17 ms [2021-01-17 20:33:29 main:574] : INFO : Epoch 2031 | loss: 0.0311037 | val_loss: 0.0311211 | Time: 1177.92 ms [2021-01-17 20:33:30 main:574] : INFO : Epoch 2032 | loss: 0.0311034 | val_loss: 0.0311198 | Time: 1182.83 ms [2021-01-17 20:33:32 main:574] : INFO : Epoch 2033 | loss: 0.0311033 | val_loss: 0.0311196 | Time: 1439.19 ms [2021-01-17 20:33:33 main:574] : INFO : Epoch 2034 | loss: 0.0311033 | val_loss: 0.0311191 | Time: 1196.9 ms [2021-01-17 20:33:34 main:574] : INFO : Epoch 2035 | loss: 0.0311026 | val_loss: 0.0311209 | Time: 1194.79 ms [2021-01-17 20:33:36 main:574] : INFO : Epoch 2036 | loss: 0.0311008 | val_loss: 0.0311221 | Time: 1506.33 ms [2021-01-17 20:33:37 main:574] : INFO : Epoch 2037 | loss: 0.031101 | val_loss: 0.0311221 | Time: 1185.73 ms [2021-01-17 20:33:38 main:574] : INFO : Epoch 2038 | loss: 0.0310993 | val_loss: 0.0311199 | Time: 1185.48 ms [2021-01-17 20:33:40 main:574] : INFO : Epoch 2039 | loss: 0.0311021 | val_loss: 0.0311188 | Time: 1686.14 ms [2021-01-17 20:33:41 main:574] : INFO : Epoch 2040 | loss: 0.0310987 | val_loss: 0.0311166 | Time: 1395.41 ms [2021-01-17 20:33:43 main:574] : INFO : Epoch 2041 | loss: 0.0310998 | val_loss: 0.0311228 | Time: 1273.71 ms [2021-01-17 20:33:44 main:574] : INFO : Epoch 2042 | loss: 0.0311003 | val_loss: 0.0311262 | Time: 1597.55 ms [2021-01-17 20:33:45 main:574] : INFO : Epoch 2043 | loss: 0.0311004 | val_loss: 0.0311195 | Time: 1205.34 ms [2021-01-17 20:33:47 main:574] : INFO : Epoch 2044 | loss: 0.0311008 | val_loss: 0.0311247 | Time: 1197.4 ms [2021-01-17 20:33:48 main:574] : INFO : Epoch 2045 | loss: 0.031101 | val_loss: 0.0311209 | Time: 1440.4 ms [2021-01-17 20:33:49 main:574] : INFO : Epoch 2046 | loss: 0.0310966 | val_loss: 0.031116 | Time: 1204.73 ms [2021-01-17 20:33:50 main:574] : INFO : Epoch 2047 | loss: 0.0310959 | val_loss: 0.0311177 | Time: 1191.76 ms [2021-01-17 20:33:52 main:574] : INFO : Epoch 2048 | loss: 0.0310939 | val_loss: 0.0311138 | Time: 1490.18 ms [2021-01-17 20:33:52 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311138 [2021-01-17 20:33:52 main:603] : INFO : Saving end state to config to file [2021-01-17 20:33:52 main:608] : INFO : Success, exiting.. 20:33:52 (56120): 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)