Task 13298968
| Name | ParityModified-1647046396-30583-1-0_0 |
| Workunit | 10413863 |
| Created | 16 Mar 2022, 23:43:48 UTC |
| Sent | 22 Mar 2022, 19:30:29 UTC |
| Report deadline | 30 Mar 2022, 19:30:29 UTC |
| Received | 25 Mar 2022, 19:05:39 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 2 min 24 sec |
| CPU time | 1 hours 1 min 45 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 4] : INFO : Epoch 1542 | loss: 0.0311431 | val_loss: 0.0311565 | Time: 1803.15 ms [2022-03-25 14:50:09 main:574] : INFO : Epoch 1543 | loss: 0.0311414 | val_loss: 0.0311608 | Time: 1813.41 ms [2022-03-25 14:50:11 main:574] : INFO : Epoch 1544 | loss: 0.0311401 | val_loss: 0.0311594 | Time: 1814.88 ms [2022-03-25 14:50:13 main:574] : INFO : Epoch 1545 | loss: 0.0311408 | val_loss: 0.0311617 | Time: 1824.03 ms [2022-03-25 14:50:15 main:574] : INFO : Epoch 1546 | loss: 0.0311488 | val_loss: 0.0311667 | Time: 1818.15 ms [2022-03-25 14:50:17 main:574] : INFO : Epoch 1547 | loss: 0.0311449 | val_loss: 0.0311597 | Time: 1813.42 ms [2022-03-25 14:50:19 main:574] : INFO : Epoch 1548 | loss: 0.031143 | val_loss: 0.0311613 | Time: 1803.51 ms [2022-03-25 14:50:20 main:574] : INFO : Epoch 1549 | loss: 0.031143 | val_loss: 0.0311603 | Time: 1812.24 ms [2022-03-25 14:50:22 main:574] : INFO : Epoch 1550 | loss: 0.0311414 | val_loss: 0.0311627 | Time: 1818.61 ms [2022-03-25 14:50:24 main:574] : INFO : Epoch 1551 | loss: 0.0311451 | val_loss: 0.0311655 | Time: 1808.32 ms [2022-03-25 14:50:26 main:574] : INFO : Epoch 1552 | loss: 0.0311453 | val_loss: 0.0311582 | Time: 1812.83 ms [2022-03-25 14:50:28 main:574] : INFO : Epoch 1553 | loss: 0.0311458 | val_loss: 0.0311631 | Time: 1805.14 ms [2022-03-25 14:50:30 main:574] : INFO : Epoch 1554 | loss: 0.0311513 | val_loss: 0.0311609 | Time: 1810.47 ms [2022-03-25 14:50:31 main:574] : INFO : Epoch 1555 | loss: 0.0311488 | val_loss: 0.0311603 | Time: 1819.13 ms [2022-03-25 14:50:33 main:574] : INFO : Epoch 1556 | loss: 0.0311459 | val_loss: 0.0311597 | Time: 1811.89 ms [2022-03-25 14:50:35 main:574] : INFO : Epoch 1557 | loss: 0.0311431 | val_loss: 0.0311615 | Time: 1806.34 ms [2022-03-25 14:50:37 main:574] : INFO : Epoch 1558 | loss: 0.0311431 | val_loss: 0.0311592 | Time: 1809.78 ms [2022-03-25 14:50:39 main:574] : INFO : Epoch 1559 | loss: 0.0311442 | val_loss: 0.0311557 | Time: 1808.02 ms [2022-03-25 14:50:41 main:574] : INFO : Epoch 1560 | loss: 0.0311406 | val_loss: 0.0311591 | Time: 1815.18 ms [2022-03-25 14:50:42 main:574] : INFO : Epoch 1561 | loss: 0.0311403 | val_loss: 0.0311592 | Time: 1817.91 ms [2022-03-25 14:50:44 main:574] : INFO : Epoch 1562 | loss: 0.0311411 | val_loss: 0.0311599 | Time: 1802.29 ms [2022-03-25 14:50:46 main:574] : INFO : Epoch 1563 | loss: 0.0311425 | val_loss: 0.0311659 | Time: 1807.95 ms [2022-03-25 14:50:48 main:574] : INFO : Epoch 1564 | loss: 0.0311556 | val_loss: 0.0311599 | Time: 1810.29 ms [2022-03-25 14:50:50 main:574] : INFO : Epoch 1565 | loss: 0.0311532 | val_loss: 0.0311645 | Time: 1819.46 ms [2022-03-25 14:50:51 main:574] : INFO : Epoch 1566 | loss: 0.0311522 | val_loss: 0.0311585 | Time: 1811.14 ms [2022-03-25 14:50:53 main:574] : INFO : Epoch 1567 | loss: 0.0311496 | val_loss: 0.0311575 | Time: 1816.88 ms [2022-03-25 14:50:55 main:574] : INFO : Epoch 1568 | loss: 0.0311513 | val_loss: 0.0311667 | Time: 1803.23 ms [2022-03-25 14:50:57 main:574] : INFO : Epoch 1569 | loss: 0.031151 | val_loss: 0.031163 | Time: 1805.95 ms [2022-03-25 14:50:59 main:574] : INFO : Epoch 1570 | loss: 0.0311468 | val_loss: 0.0311592 | Time: 1797.02 ms [2022-03-25 14:51:01 main:574] : INFO : Epoch 1571 | loss: 0.0311466 | val_loss: 0.031159 | Time: 1819.13 ms [2022-03-25 14:51:02 main:574] : INFO : Epoch 1572 | loss: 0.031146 | val_loss: 0.0311586 | Time: 1819.28 ms [2022-03-25 14:51:04 main:574] : INFO : Epoch 1573 | loss: 0.0311483 | val_loss: 0.0311666 | Time: 1820.18 ms [2022-03-25 14:51:06 main:574] : INFO : Epoch 1574 | loss: 0.031147 | val_loss: 0.0311551 | Time: 1818.35 ms [2022-03-25 14:51:08 main:574] : INFO : Epoch 1575 | loss: 0.0311458 | val_loss: 0.0311565 | Time: 1817.67 ms [2022-03-25 14:51:10 main:574] : INFO : Epoch 1576 | loss: 0.0311437 | val_loss: 0.0311588 | Time: 1801.18 ms [2022-03-25 14:51:12 main:574] : INFO : Epoch 1577 | loss: 0.0311445 | val_loss: 0.0311589 | Time: 1816.95 ms [2022-03-25 14:51:13 main:574] : INFO : Epoch 1578 | loss: 0.0311469 | val_loss: 0.0311596 | Time: 1811.54 ms [2022-03-25 14:51:15 main:574] : INFO : Epoch 1579 | loss: 0.031148 | val_loss: 0.0311596 | Time: 1808.48 ms [2022-03-25 14:51:17 main:574] : INFO : Epoch 1580 | loss: 0.0311475 | val_loss: 0.0311577 | Time: 1811.9 ms [2022-03-25 14:51:19 main:574] : INFO : Epoch 1581 | loss: 0.0311458 | val_loss: 0.0311595 | Time: 1812.13 ms [2022-03-25 14:51:21 main:574] : INFO : Epoch 1582 | loss: 0.031143 | val_loss: 0.0311581 | Time: 1812.86 ms [2022-03-25 14:51:22 main:574] : INFO : Epoch 1583 | loss: 0.0311443 | val_loss: 0.0311567 | Time: 1810.29 ms [2022-03-25 14:51:24 main:574] : INFO : Epoch 1584 | loss: 0.0311416 | val_loss: 0.0311607 | Time: 1814.78 ms [2022-03-25 14:51:26 main:574] : INFO : Epoch 1585 | loss: 0.0311453 | val_loss: 0.0311572 | Time: 1816 ms [2022-03-25 14:51:28 main:574] : INFO : Epoch 1586 | loss: 0.0311471 | val_loss: 0.0311644 | Time: 1797.7 ms [2022-03-25 14:51:30 main:574] : INFO : Epoch 1587 | loss: 0.0311419 | val_loss: 0.0311638 | Time: 1822.85 ms [2022-03-25 14:51:32 main:574] : INFO : Epoch 1588 | loss: 0.0311447 | val_loss: 0.0311649 | Time: 1807.1 ms [2022-03-25 14:51:33 main:574] : INFO : Epoch 1589 | loss: 0.03114 | val_loss: 0.0311612 | Time: 1793.74 ms [2022-03-25 14:51:35 main:574] : INFO : Epoch 1590 | loss: 0.0311398 | val_loss: 0.0311617 | Time: 1799.59 ms [2022-03-25 14:51:37 main:574] : INFO : Epoch 1591 | loss: 0.0311411 | val_loss: 0.0311615 | Time: 1806.28 ms [2022-03-25 14:51:39 main:574] : INFO : Epoch 1592 | loss: 0.0311421 | val_loss: 0.0311629 | Time: 1803.05 ms [2022-03-25 14:51:41 main:574] : INFO : Epoch 1593 | loss: 0.0311395 | val_loss: 0.0311599 | Time: 1798.94 ms [2022-03-25 14:51:42 main:574] : INFO : Epoch 1594 | loss: 0.0311405 | val_loss: 0.0311585 | Time: 1805.64 ms [2022-03-25 14:51:44 main:574] : INFO : Epoch 1595 | loss: 0.0311416 | val_loss: 0.0311604 | Time: 1806.51 ms [2022-03-25 14:51:46 main:574] : INFO : Epoch 1596 | loss: 0.0311403 | val_loss: 0.0311573 | Time: 1804.7 ms [2022-03-25 14:51:48 main:574] : INFO : Epoch 1597 | loss: 0.0311399 | val_loss: 0.031159 | Time: 1818.33 ms [2022-03-25 14:51:50 main:574] : INFO : Epoch 1598 | loss: 0.0311472 | val_loss: 0.0311618 | Time: 1810.06 ms [2022-03-25 14:51:52 main:574] : INFO : Epoch 1599 | loss: 0.0311477 | val_loss: 0.0311608 | Time: 1801.22 ms [2022-03-25 14:51:53 main:574] : INFO : Epoch 1600 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 1805.29 ms [2022-03-25 14:51:55 main:574] : INFO : Epoch 1601 | loss: 0.0311607 | val_loss: 0.0311682 | Time: 1813.83 ms [2022-03-25 14:51:57 main:574] : INFO : Epoch 1602 | loss: 0.0311542 | val_loss: 0.0311625 | Time: 1814.57 ms [2022-03-25 14:51:59 main:574] : INFO : Epoch 1603 | loss: 0.0311519 | val_loss: 0.031163 | Time: 1811.67 ms [2022-03-25 14:52:01 main:574] : INFO : Epoch 1604 | loss: 0.0311521 | val_loss: 0.0311621 | Time: 1827.6 ms [2022-03-25 14:52:03 main:574] : INFO : Epoch 1605 | loss: 0.0311495 | val_loss: 0.0311642 | Time: 1810.77 ms [2022-03-25 14:52:04 main:574] : INFO : Epoch 1606 | loss: 0.0311493 | val_loss: 0.0311679 | Time: 1808.57 ms [2022-03-25 14:52:06 main:574] : INFO : Epoch 1607 | loss: 0.031151 | val_loss: 0.0311637 | Time: 1806.23 ms [2022-03-25 14:52:08 main:574] : INFO : Epoch 1608 | loss: 0.0311525 | val_loss: 0.0311628 | Time: 1804.9 ms [2022-03-25 14:52:10 main:574] : INFO : Epoch 1609 | loss: 0.0311499 | val_loss: 0.0311578 | Time: 1805.45 ms [2022-03-25 14:52:12 main:574] : INFO : Epoch 1610 | loss: 0.0311453 | val_loss: 0.0311662 | Time: 1816.83 ms [2022-03-25 14:52:13 main:574] : INFO : Epoch 1611 | loss: 0.0311437 | val_loss: 0.0311593 | Time: 1805.51 ms [2022-03-25 14:52:15 main:574] : INFO : Epoch 1612 | loss: 0.0311441 | val_loss: 0.0311678 | Time: 1804.48 ms [2022-03-25 14:52:17 main:574] : INFO : Epoch 1613 | loss: 0.031144 | val_loss: 0.0311613 | Time: 1794.1 ms [2022-03-25 14:52:19 main:574] : INFO : Epoch 1614 | loss: 0.0311463 | val_loss: 0.031159 | Time: 1813.16 ms [2022-03-25 14:52:21 main:574] : INFO : Epoch 1615 | loss: 0.0311466 | val_loss: 0.0311569 | Time: 1797.48 ms [2022-03-25 14:52:23 main:574] : INFO : Epoch 1616 | loss: 0.0311423 | val_loss: 0.0311568 | Time: 1814.06 ms [2022-03-25 14:52:24 main:574] : INFO : Epoch 1617 | loss: 0.0311396 | val_loss: 0.0311648 | Time: 1821.01 ms [2022-03-25 14:52:26 main:574] : INFO : Epoch 1618 | loss: 0.0311415 | val_loss: 0.0311572 | Time: 1809.49 ms [2022-03-25 14:52:28 main:574] : INFO : Epoch 1619 | loss: 0.0311401 | val_loss: 0.0311596 | Time: 1814.82 ms [2022-03-25 14:52:30 main:574] : INFO : Epoch 1620 | loss: 0.0311395 | val_loss: 0.0311595 | Time: 1800.15 ms [2022-03-25 14:52:32 main:574] : INFO : Epoch 1621 | loss: 0.031141 | val_loss: 0.0311569 | Time: 1799.76 ms [2022-03-25 14:52:34 main:574] : INFO : Epoch 1622 | loss: 0.0311404 | val_loss: 0.0311554 | Time: 1805.6 ms [2022-03-25 14:52:35 main:574] : INFO : Epoch 1623 | loss: 0.0311407 | val_loss: 0.0311563 | Time: 1823.13 ms [2022-03-25 14:52:37 main:574] : INFO : Epoch 1624 | loss: 0.0311413 | val_loss: 0.0311552 | Time: 1805.47 ms [2022-03-25 14:52:39 main:574] : INFO : Epoch 1625 | loss: 0.0311464 | val_loss: 0.0311681 | Time: 1801.94 ms [2022-03-25 14:52:41 main:574] : INFO : Epoch 1626 | loss: 0.0311441 | val_loss: 0.0311585 | Time: 1804.49 ms [2022-03-25 14:52:43 main:574] : INFO : Epoch 1627 | loss: 0.0311426 | val_loss: 0.0311578 | Time: 1805.27 ms [2022-03-25 14:52:44 main:574] : INFO : Epoch 1628 | loss: 0.0311423 | val_loss: 0.0311599 | Time: 1803.33 ms [2022-03-25 14:52:46 main:574] : INFO : Epoch 1629 | loss: 0.0311425 | val_loss: 0.0311628 | Time: 1815.77 ms [2022-03-25 14:52:48 main:574] : INFO : Epoch 1630 | loss: 0.0311443 | val_loss: 0.0311561 | Time: 1803.13 ms [2022-03-25 14:52:50 main:574] : INFO : Epoch 1631 | loss: 0.031138 | val_loss: 0.0311582 | Time: 1808.15 ms [2022-03-25 14:52:52 main:574] : INFO : Epoch 1632 | loss: 0.0311406 | val_loss: 0.031161 | Time: 1797.05 ms [2022-03-25 14:52:54 main:574] : INFO : Epoch 1633 | loss: 0.0311402 | val_loss: 0.0311586 | Time: 1813.03 ms [2022-03-25 14:52:55 main:574] : INFO : Epoch 1634 | loss: 0.0311373 | val_loss: 0.0311628 | Time: 1811.12 ms [2022-03-25 14:52:57 main:574] : INFO : Epoch 1635 | loss: 0.0311388 | val_loss: 0.0311569 | Time: 1811.73 ms [2022-03-25 14:52:59 main:574] : INFO : Epoch 1636 | loss: 0.0311362 | val_loss: 0.031157 | Time: 1813.6 ms [2022-03-25 14:53:01 main:574] : INFO : Epoch 1637 | loss: 0.0311368 | val_loss: 0.0311627 | Time: 1798.88 ms [2022-03-25 14:53:03 main:574] : INFO : Epoch 1638 | loss: 0.0311397 | val_loss: 0.0311629 | Time: 1813.04 ms [2022-03-25 14:53:04 main:574] : INFO : Epoch 1639 | loss: 0.0311448 | val_loss: 0.0311662 | Time: 1809.53 ms [2022-03-25 14:53:06 main:574] : INFO : Epoch 1640 | loss: 0.0311572 | val_loss: 0.0311614 | Time: 1817.7 ms [2022-03-25 14:53:08 main:574] : INFO : Epoch 1641 | loss: 0.0311546 | val_loss: 0.0311586 | Time: 1786.75 ms [2022-03-25 14:53:10 main:574] : INFO : Epoch 1642 | loss: 0.0311559 | val_loss: 0.0311623 | Time: 1808.01 ms [2022-03-25 14:53:12 main:574] : INFO : Epoch 1643 | loss: 0.0311528 | val_loss: 0.0311597 | Time: 1817.1 ms [2022-03-25 14:53:14 main:574] : INFO : Epoch 1644 | loss: 0.0311538 | val_loss: 0.0311634 | Time: 1803.47 ms [2022-03-25 14:53:15 main:574] : INFO : Epoch 1645 | loss: 0.0311548 | val_loss: 0.0311564 | Time: 1810.64 ms [2022-03-25 14:53:17 main:574] : INFO : Epoch 1646 | loss: 0.0311505 | val_loss: 0.0311582 | Time: 1790.78 ms [2022-03-25 14:53:19 main:574] : INFO : Epoch 1647 | loss: 0.0311541 | val_loss: 0.03117 | Time: 1814.73 ms [2022-03-25 14:53:21 main:574] : INFO : Epoch 1648 | loss: 0.0311701 | val_loss: 0.031168 | Time: 1807.11 ms [2022-03-25 14:53:23 main:574] : INFO : Epoch 1649 | loss: 0.0311674 | val_loss: 0.0311673 | Time: 1808.14 ms [2022-03-25 14:53:24 main:574] : INFO : Epoch 1650 | loss: 0.0311732 | val_loss: 0.0311686 | Time: 1814.11 ms [2022-03-25 14:53:26 main:574] : INFO : Epoch 1651 | loss: 0.0311694 | val_loss: 0.0311721 | Time: 1813.22 ms [2022-03-25 14:53:28 main:574] : INFO : Epoch 1652 | loss: 0.0311697 | val_loss: 0.0311666 | Time: 1806.68 ms [2022-03-25 14:53:30 main:574] : INFO : Epoch 1653 | loss: 0.0311657 | val_loss: 0.0311675 | Time: 1809.97 ms [2022-03-25 14:53:32 main:574] : INFO : Epoch 1654 | loss: 0.0311656 | val_loss: 0.0311688 | Time: 1816.04 ms [2022-03-25 14:53:34 main:574] : INFO : Epoch 1655 | loss: 0.0311667 | val_loss: 0.0311673 | Time: 1812.95 ms [2022-03-25 14:53:35 main:574] : INFO : Epoch 1656 | loss: 0.031164 | val_loss: 0.0311651 | Time: 1797.85 ms [2022-03-25 14:53:37 main:574] : INFO : Epoch 1657 | loss: 0.0311629 | val_loss: 0.0311663 | Time: 1795.81 ms [2022-03-25 14:53:39 main:574] : INFO : Epoch 1658 | loss: 0.0311625 | val_loss: 0.0311653 | Time: 1806.86 ms [2022-03-25 14:53:41 main:574] : INFO : Epoch 1659 | loss: 0.0311647 | val_loss: 0.0311701 | Time: 1795.7 ms [2022-03-25 14:53:43 main:574] : INFO : Epoch 1660 | loss: 0.03249 | val_loss: 0.0369751 | Time: 1802.76 ms [2022-03-25 14:53:44 main:574] : INFO : Epoch 1661 | loss: 0.0434377 | val_loss: 0.0394133 | Time: 1796.04 ms [2022-03-25 14:53:46 main:574] : INFO : Epoch 1662 | loss: 0.0361947 | val_loss: 0.0345246 | Time: 1814.42 ms [2022-03-25 14:53:48 main:574] : INFO : Epoch 1663 | loss: 0.0321048 | val_loss: 0.0313096 | Time: 1846.02 ms [2022-03-25 14:53:50 main:574] : INFO : Epoch 1664 | loss: 0.0313434 | val_loss: 0.0312988 | Time: 1836.73 ms [2022-03-25 14:53:52 main:574] : INFO : Epoch 1665 | loss: 0.0312692 | val_loss: 0.0312527 | Time: 1805.68 ms [2022-03-25 14:53:54 main:574] : INFO : Epoch 1666 | loss: 0.031253 | val_loss: 0.0312497 | Time: 1805.25 ms [2022-03-25 14:53:55 main:574] : INFO : Epoch 1667 | loss: 0.0312486 | val_loss: 0.0312475 | Time: 1804.45 ms [2022-03-25 14:53:57 main:574] : INFO : Epoch 1668 | loss: 0.0312471 | val_loss: 0.0312457 | Time: 1801.13 ms [2022-03-25 14:53:59 main:574] : INFO : Epoch 1669 | loss: 0.0312456 | val_loss: 0.0312441 | Time: 1820.97 ms [2022-03-25 14:54:01 main:574] : INFO : Epoch 1670 | loss: 0.0312445 | val_loss: 0.0312429 | Time: 1806.74 ms [2022-03-25 14:54:03 main:574] : INFO : Epoch 1671 | loss: 0.0312431 | val_loss: 0.0312414 | Time: 1810.53 ms [2022-03-25 14:54:05 main:574] : INFO : Epoch 1672 | loss: 0.0312419 | val_loss: 0.03124 | Time: 1799.37 ms [2022-03-25 14:54:06 main:574] : INFO : Epoch 1673 | loss: 0.0312408 | val_loss: 0.0312384 | Time: 1814.1 ms [2022-03-25 14:54:08 main:574] : INFO : Epoch 1674 | loss: 0.0312394 | val_loss: 0.0312374 | Time: 1801.4 ms [2022-03-25 14:54:10 main:574] : INFO : Epoch 1675 | loss: 0.0312379 | val_loss: 0.0312355 | Time: 1795.2 ms [2022-03-25 14:54:12 main:574] : INFO : Epoch 1676 | loss: 0.0312367 | val_loss: 0.0312346 | Time: 1818.65 ms [2022-03-25 14:54:14 main:574] : INFO : Epoch 1677 | loss: 0.0312353 | val_loss: 0.0312327 | Time: 1804.87 ms [2022-03-25 14:54:15 main:574] : INFO : Epoch 1678 | loss: 0.0312336 | val_loss: 0.0312304 | Time: 1803.09 ms [2022-03-25 14:54:17 main:574] : INFO : Epoch 1679 | loss: 0.0312321 | val_loss: 0.0312287 | Time: 1814.53 ms [2022-03-25 14:54:19 main:574] : INFO : Epoch 1680 | loss: 0.0312306 | val_loss: 0.0312268 | Time: 1813.19 ms [2022-03-25 14:54:21 main:574] : INFO : Epoch 1681 | loss: 0.0312292 | val_loss: 0.0312256 | Time: 1812.41 ms [2022-03-25 14:54:23 main:574] : INFO : Epoch 1682 | loss: 0.0312279 | val_loss: 0.0312234 | Time: 1811.44 ms [2022-03-25 14:54:25 main:574] : INFO : Epoch 1683 | loss: 0.0312271 | val_loss: 0.0312215 | Time: 1820.1 ms [2022-03-25 14:54:26 main:574] : INFO : Epoch 1684 | loss: 0.0312252 | val_loss: 0.0312202 | Time: 1798.16 ms [2022-03-25 14:54:28 main:574] : INFO : Epoch 1685 | loss: 0.031223 | val_loss: 0.0312195 | Time: 1798.56 ms [2022-03-25 14:54:30 main:574] : INFO : Epoch 1686 | loss: 0.0312212 | val_loss: 0.0312163 | Time: 1803.57 ms [2022-03-25 14:54:32 main:574] : INFO : Epoch 1687 | loss: 0.0312192 | val_loss: 0.0312145 | Time: 1800.53 ms [2022-03-25 14:54:34 main:574] : INFO : Epoch 1688 | loss: 0.0312179 | val_loss: 0.0312134 | Time: 1811.94 ms [2022-03-25 14:54:36 main:574] : INFO : Epoch 1689 | loss: 0.0312172 | val_loss: 0.0312104 | Time: 1813.8 ms [2022-03-25 14:54:37 main:574] : INFO : Epoch 1690 | loss: 0.031218 | val_loss: 0.0312083 | Time: 1801.67 ms [2022-03-25 14:54:39 main:574] : INFO : Epoch 1691 | loss: 0.0312154 | val_loss: 0.0312138 | Time: 1814.05 ms [2022-03-25 14:54:41 main:574] : INFO : Epoch 1692 | loss: 0.0312249 | val_loss: 0.0312238 | Time: 1807.8 ms [2022-03-25 14:54:43 main:574] : INFO : Epoch 1693 | loss: 0.0312267 | val_loss: 0.0312262 | Time: 1806.94 ms [2022-03-25 14:54:45 main:574] : INFO : Epoch 1694 | loss: 0.0312268 | val_loss: 0.0312232 | Time: 1818.41 ms [2022-03-25 14:54:46 main:574] : INFO : Epoch 1695 | loss: 0.031227 | val_loss: 0.031227 | Time: 1808.72 ms [2022-03-25 14:54:48 main:574] : INFO : Epoch 1696 | loss: 0.0312236 | val_loss: 0.0312245 | Time: 1812.01 ms [2022-03-25 14:54:50 main:574] : INFO : Epoch 1697 | loss: 0.0312217 | val_loss: 0.0312206 | Time: 1805.41 ms [2022-03-25 14:54:52 main:574] : INFO : Epoch 1698 | loss: 0.0312192 | val_loss: 0.0312171 | Time: 1814.14 ms [2022-03-25 14:54:54 main:574] : INFO : Epoch 1699 | loss: 0.0312149 | val_loss: 0.031217 | Time: 1801.93 ms [2022-03-25 14:54:56 main:574] : INFO : Epoch 1700 | loss: 0.0312129 | val_loss: 0.0312096 | Time: 1796.36 ms [2022-03-25 14:54:57 main:574] : INFO : Epoch 1701 | loss: 0.0312104 | val_loss: 0.0312098 | Time: 1801.21 ms [2022-03-25 14:54:59 main:574] : INFO : Epoch 1702 | loss: 0.0312068 | val_loss: 0.0312074 | Time: 1812.37 ms [2022-03-25 14:55:01 main:574] : INFO : Epoch 1703 | loss: 0.031207 | val_loss: 0.0312112 | Time: 1814.06 ms [2022-03-25 14:55:03 main:574] : INFO : Epoch 1704 | loss: 0.031209 | val_loss: 0.0312233 | Time: 1810.88 ms [2022-03-25 14:55:05 main:574] : INFO : Epoch 1705 | loss: 0.0312188 | val_loss: 0.0312181 | Time: 1800.08 ms [2022-03-25 14:55:06 main:574] : INFO : Epoch 1706 | loss: 0.0312162 | val_loss: 0.0312187 | Time: 1801.6 ms [2022-03-25 14:55:08 main:574] : INFO : Epoch 1707 | loss: 0.0312132 | val_loss: 0.0312151 | Time: 1804.6 ms [2022-03-25 14:55:10 main:574] : INFO : Epoch 1708 | loss: 0.0312123 | val_loss: 0.031218 | Time: 1825.37 ms [2022-03-25 14:55:12 main:574] : INFO : Epoch 1709 | loss: 0.0312116 | val_loss: 0.0312128 | Time: 1818.46 ms [2022-03-25 14:55:14 main:574] : INFO : Epoch 1710 | loss: 0.0312079 | val_loss: 0.031209 | Time: 1813.06 ms [2022-03-25 14:55:16 main:574] : INFO : Epoch 1711 | loss: 0.0312057 | val_loss: 0.0312101 | Time: 1802.26 ms [2022-03-25 14:55:17 main:574] : INFO : Epoch 1712 | loss: 0.0312059 | val_loss: 0.0312088 | Time: 1802.84 ms [2022-03-25 14:55:19 main:574] : INFO : Epoch 1713 | loss: 0.0312047 | val_loss: 0.0312069 | Time: 1805.54 ms [2022-03-25 14:55:21 main:574] : INFO : Epoch 1714 | loss: 0.0312029 | val_loss: 0.0312052 | Time: 1815.68 ms [2022-03-25 14:55:23 main:574] : INFO : Epoch 1715 | loss: 0.0312021 | val_loss: 0.0312033 | Time: 1816.42 ms [2022-03-25 14:55:25 main:574] : INFO : Epoch 1716 | loss: 0.0312012 | val_loss: 0.0312031 | Time: 1809.29 ms [2022-03-25 14:55:27 main:574] : INFO : Epoch 1717 | loss: 0.0312011 | val_loss: 0.0312015 | Time: 1805.29 ms [2022-03-25 14:55:28 main:574] : INFO : Epoch 1718 | loss: 0.0311995 | val_loss: 0.0312024 | Time: 1828.58 ms [2022-03-25 14:55:30 main:574] : INFO : Epoch 1719 | loss: 0.0312018 | val_loss: 0.0312036 | Time: 1814.99 ms [2022-03-25 14:55:32 main:574] : INFO : Epoch 1720 | loss: 0.0312019 | val_loss: 0.0312004 | Time: 1809.24 ms [2022-03-25 14:55:34 main:574] : INFO : Epoch 1721 | loss: 0.0312005 | val_loss: 0.0312007 | Time: 1820.97 ms [2022-03-25 14:55:36 main:574] : INFO : Epoch 1722 | loss: 0.0311981 | val_loss: 0.0311997 | Time: 1851.29 ms [2022-03-25 14:55:38 main:574] : INFO : Epoch 1723 | loss: 0.0311989 | val_loss: 0.0312025 | Time: 1818.48 ms [2022-03-25 14:55:39 main:574] : INFO : Epoch 1724 | loss: 0.0311982 | val_loss: 0.0311977 | Time: 1801.98 ms [2022-03-25 14:55:41 main:574] : INFO : Epoch 1725 | loss: 0.0311967 | val_loss: 0.0311983 | Time: 1810.96 ms [2022-03-25 14:55:43 main:574] : INFO : Epoch 1726 | loss: 0.0311969 | val_loss: 0.0311987 | Time: 1807.02 ms [2022-03-25 14:55:45 main:574] : INFO : Epoch 1727 | loss: 0.0311976 | val_loss: 0.0311975 | Time: 1811.47 ms [2022-03-25 14:55:47 main:574] : INFO : Epoch 1728 | loss: 0.0311953 | val_loss: 0.0311963 | Time: 1805.64 ms [2022-03-25 14:55:49 main:574] : INFO : Epoch 1729 | loss: 0.0311954 | val_loss: 0.0311964 | Time: 1813.74 ms [2022-03-25 14:55:50 main:574] : INFO : Epoch 1730 | loss: 0.0311944 | val_loss: 0.0311953 | Time: 1805.26 ms [2022-03-25 14:55:52 main:574] : INFO : Epoch 1731 | loss: 0.0311953 | val_loss: 0.031195 | Time: 1813.76 ms [2022-03-25 14:55:54 main:574] : INFO : Epoch 1732 | loss: 0.0311952 | val_loss: 0.0311961 | Time: 1807.41 ms [2022-03-25 14:55:56 main:574] : INFO : Epoch 1733 | loss: 0.0311957 | val_loss: 0.0311968 | Time: 1813.09 ms [2022-03-25 14:55:58 main:574] : INFO : Epoch 1734 | loss: 0.0311959 | val_loss: 0.0311966 | Time: 1812 ms [2022-03-25 14:55:59 main:574] : INFO : Epoch 1735 | loss: 0.0311946 | val_loss: 0.0311956 | Time: 1797.43 ms [2022-03-25 14:56:01 main:574] : INFO : Epoch 1736 | loss: 0.0311943 | val_loss: 0.0311953 | Time: 1809.1 ms [2022-03-25 14:56:03 main:574] : INFO : Epoch 1737 | loss: 0.0311939 | val_loss: 0.0311963 | Time: 1808.34 ms [2022-03-25 14:56:05 main:574] : INFO : Epoch 1738 | loss: 0.0311942 | val_loss: 0.0311955 | Time: 1808.06 ms [2022-03-25 14:56:07 main:574] : INFO : Epoch 1739 | loss: 0.0311943 | val_loss: 0.0311958 | Time: 1794.78 ms [2022-03-25 14:56:09 main:574] : INFO : Epoch 1740 | loss: 0.0311943 | val_loss: 0.0312009 | Time: 1804.74 ms [2022-03-25 14:56:10 main:574] : INFO : Epoch 1741 | loss: 0.0311989 | val_loss: 0.0311968 | Time: 1802.38 ms [2022-03-25 14:56:12 main:574] : INFO : Epoch 1742 | loss: 0.0311927 | val_loss: 0.0311999 | Time: 1803.35 ms [2022-03-25 14:56:14 main:574] : INFO : Epoch 1743 | loss: 0.0311948 | val_loss: 0.0311954 | Time: 1811.27 ms [2022-03-25 14:56:16 main:574] : INFO : Epoch 1744 | loss: 0.031194 | val_loss: 0.0311947 | Time: 1802.83 ms [2022-03-25 14:56:18 main:574] : INFO : Epoch 1745 | loss: 0.0311911 | val_loss: 0.0311956 | Time: 1808.35 ms [2022-03-25 14:56:19 main:574] : INFO : Epoch 1746 | loss: 0.0311903 | val_loss: 0.0311939 | Time: 1796.55 ms [2022-03-25 14:56:21 main:574] : INFO : Epoch 1747 | loss: 0.0311911 | val_loss: 0.0311939 | Time: 1803.51 ms [2022-03-25 14:56:23 main:574] : INFO : Epoch 1748 | loss: 0.0311917 | val_loss: 0.0311935 | Time: 1805.82 ms [2022-03-25 14:56:25 main:574] : INFO : Epoch 1749 | loss: 0.03119 | val_loss: 0.0311959 | Time: 1820.44 ms [2022-03-25 14:56:27 main:574] : INFO : Epoch 1750 | loss: 0.0311932 | val_loss: 0.0312002 | Time: 1811.5 ms [2022-03-25 14:56:29 main:574] : INFO : Epoch 1751 | loss: 0.031193 | val_loss: 0.0311963 | Time: 1822.84 ms [2022-03-25 14:56:30 main:574] : INFO : Epoch 1752 | loss: 0.031193 | val_loss: 0.0311952 | Time: 1803.3 ms [2022-03-25 14:56:32 main:574] : INFO : Epoch 1753 | loss: 0.0311927 | val_loss: 0.031194 | Time: 1799.5 ms [2022-03-25 14:56:34 main:574] : INFO : Epoch 1754 | loss: 0.0311928 | val_loss: 0.0311973 | Time: 1808.58 ms [2022-03-25 14:56:36 main:574] : INFO : Epoch 1755 | loss: 0.0311939 | val_loss: 0.0312003 | Time: 1814.31 ms [2022-03-25 14:56:38 main:574] : INFO : Epoch 1756 | loss: 0.0311938 | val_loss: 0.0311965 | Time: 1811.65 ms [2022-03-25 14:56:39 main:574] : INFO : Epoch 1757 | loss: 0.0311922 | val_loss: 0.0311947 | Time: 1813.3 ms [2022-03-25 14:56:41 main:574] : INFO : Epoch 1758 | loss: 0.031191 | val_loss: 0.0311945 | Time: 1818.42 ms [2022-03-25 14:56:43 main:574] : INFO : Epoch 1759 | loss: 0.0311922 | val_loss: 0.0311969 | Time: 1815.27 ms [2022-03-25 14:56:45 main:574] : INFO : Epoch 1760 | loss: 0.0311905 | val_loss: 0.0311938 | Time: 1814.23 ms [2022-03-25 14:56:47 main:574] : INFO : Epoch 1761 | loss: 0.0311913 | val_loss: 0.0311936 | Time: 1802.55 ms [2022-03-25 14:56:49 main:574] : INFO : Epoch 1762 | loss: 0.031192 | val_loss: 0.0311928 | Time: 1812.21 ms [2022-03-25 14:56:50 main:574] : INFO : Epoch 1763 | loss: 0.0311949 | val_loss: 0.0311975 | Time: 1811.11 ms [2022-03-25 14:56:52 main:574] : INFO : Epoch 1764 | loss: 0.0311915 | val_loss: 0.0312038 | Time: 1811.77 ms [2022-03-25 14:56:54 main:574] : INFO : Epoch 1765 | loss: 0.0311947 | val_loss: 0.0311932 | Time: 1820.33 ms [2022-03-25 14:56:56 main:574] : INFO : Epoch 1766 | loss: 0.0311896 | val_loss: 0.0311942 | Time: 1818.84 ms [2022-03-25 14:56:58 main:574] : INFO : Epoch 1767 | loss: 0.0311892 | val_loss: 0.0311931 | Time: 1822.45 ms [2022-03-25 14:57:00 main:574] : INFO : Epoch 1768 | loss: 0.0311892 | val_loss: 0.0312001 | Time: 1797.02 ms [2022-03-25 14:57:01 main:574] : INFO : Epoch 1769 | loss: 0.0311897 | val_loss: 0.0311912 | Time: 1810.53 ms [2022-03-25 14:57:03 main:574] : INFO : Epoch 1770 | loss: 0.0311886 | val_loss: 0.0311917 | Time: 1818.53 ms [2022-03-25 14:57:05 main:574] : INFO : Epoch 1771 | loss: 0.0311894 | val_loss: 0.0311936 | Time: 1819.35 ms [2022-03-25 14:57:07 main:574] : INFO : Epoch 1772 | loss: 0.0311924 | val_loss: 0.0311934 | Time: 1800.63 ms [2022-03-25 14:57:09 main:574] : INFO : Epoch 1773 | loss: 0.0311918 | val_loss: 0.031197 | Time: 1822.69 ms [2022-03-25 14:57:11 main:574] : INFO : Epoch 1774 | loss: 0.0311921 | val_loss: 0.0311962 | Time: 1817.76 ms [2022-03-25 14:57:12 main:574] : INFO : Epoch 1775 | loss: 0.0311902 | val_loss: 0.0311935 | Time: 1797.94 ms [2022-03-25 14:57:14 main:574] : INFO : Epoch 1776 | loss: 0.0311905 | val_loss: 0.0311916 | Time: 1810.91 ms [2022-03-25 14:57:16 main:574] : INFO : Epoch 1777 | loss: 0.0311888 | val_loss: 0.0311914 | Time: 1811.22 ms [2022-03-25 14:57:18 main:574] : INFO : Epoch 1778 | loss: 0.0311879 | val_loss: 0.0311916 | Time: 1807.55 ms [2022-03-25 14:57:20 main:574] : INFO : Epoch 1779 | loss: 0.0311881 | val_loss: 0.031192 | Time: 1800.43 ms [2022-03-25 14:57:21 main:574] : INFO : Epoch 1780 | loss: 0.0311888 | val_loss: 0.0312009 | Time: 1806.53 ms [2022-03-25 14:57:23 main:574] : INFO : Epoch 1781 | loss: 0.0311929 | val_loss: 0.031193 | Time: 1812.48 ms [2022-03-25 14:57:25 main:574] : INFO : Epoch 1782 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 1812.03 ms [2022-03-25 14:57:27 main:574] : INFO : Epoch 1783 | loss: 0.031188 | val_loss: 0.0311915 | Time: 1826.38 ms [2022-03-25 14:57:29 main:574] : INFO : Epoch 1784 | loss: 0.0311876 | val_loss: 0.0311902 | Time: 1813.48 ms [2022-03-25 14:57:31 main:574] : INFO : Epoch 1785 | loss: 0.0311873 | val_loss: 0.0311898 | Time: 1815.31 ms [2022-03-25 14:57:32 main:574] : INFO : Epoch 1786 | loss: 0.0311879 | val_loss: 0.0311956 | Time: 1810.73 ms [2022-03-25 14:57:34 main:574] : INFO : Epoch 1787 | loss: 0.031187 | val_loss: 0.0311887 | Time: 1806.68 ms [2022-03-25 14:57:36 main:574] : INFO : Epoch 1788 | loss: 0.0311864 | val_loss: 0.0311885 | Time: 1805.77 ms [2022-03-25 14:57:38 main:574] : INFO : Epoch 1789 | loss: 0.0311877 | val_loss: 0.0311992 | Time: 1805.91 ms [2022-03-25 14:57:40 main:574] : INFO : Epoch 1790 | loss: 0.0311905 | val_loss: 0.0311896 | Time: 1823.98 ms [2022-03-25 14:57:42 main:574] : INFO : Epoch 1791 | loss: 0.0311874 | val_loss: 0.0311916 | Time: 1804.62 ms [2022-03-25 14:57:43 main:574] : INFO : Epoch 1792 | loss: 0.0311876 | val_loss: 0.0311961 | Time: 1805.33 ms [2022-03-25 14:57:45 main:574] : INFO : Epoch 1793 | loss: 0.0311891 | val_loss: 0.0311903 | Time: 1806.18 ms [2022-03-25 14:57:47 main:574] : INFO : Epoch 1794 | loss: 0.0311873 | val_loss: 0.0311907 | Time: 1811.17 ms [2022-03-25 14:57:49 main:574] : INFO : Epoch 1795 | loss: 0.0311892 | val_loss: 0.0311923 | Time: 1813.21 ms [2022-03-25 14:57:51 main:574] : INFO : Epoch 1796 | loss: 0.0311885 | val_loss: 0.0311893 | Time: 1816.38 ms [2022-03-25 14:57:52 main:574] : INFO : Epoch 1797 | loss: 0.0311871 | val_loss: 0.031194 | Time: 1814.18 ms [2022-03-25 14:57:54 main:574] : INFO : Epoch 1798 | loss: 0.0311908 | val_loss: 0.0311902 | Time: 1822.98 ms [2022-03-25 14:57:56 main:574] : INFO : Epoch 1799 | loss: 0.031187 | val_loss: 0.0311906 | Time: 1811.43 ms [2022-03-25 14:57:58 main:574] : INFO : Epoch 1800 | loss: 0.0311867 | val_loss: 0.031189 | Time: 1810.47 ms [2022-03-25 14:58:00 main:574] : INFO : Epoch 1801 | loss: 0.0311861 | val_loss: 0.0311888 | Time: 1826.32 ms [2022-03-25 14:58:02 main:574] : INFO : Epoch 1802 | loss: 0.0311851 | val_loss: 0.0311882 | Time: 1809.59 ms [2022-03-25 14:58:03 main:574] : INFO : Epoch 1803 | loss: 0.0311849 | val_loss: 0.0311881 | Time: 1829.53 ms [2022-03-25 14:58:05 main:574] : INFO : Epoch 1804 | loss: 0.0311865 | val_loss: 0.0311874 | Time: 1804.84 ms [2022-03-25 14:58:07 main:574] : INFO : Epoch 1805 | loss: 0.0311885 | val_loss: 0.0311896 | Time: 1810.76 ms [2022-03-25 14:58:09 main:574] : INFO : Epoch 1806 | loss: 0.0311882 | val_loss: 0.0311935 | Time: 1808.26 ms [2022-03-25 14:58:11 main:574] : INFO : Epoch 1807 | loss: 0.0311904 | val_loss: 0.0312001 | Time: 1809.43 ms [2022-03-25 14:58:13 main:574] : INFO : Epoch 1808 | loss: 0.0311907 | val_loss: 0.0311987 | Time: 1816.51 ms [2022-03-25 14:58:14 main:574] : INFO : Epoch 1809 | loss: 0.0311919 | val_loss: 0.0312083 | Time: 1810.58 ms [2022-03-25 14:58:16 main:574] : INFO : Epoch 1810 | loss: 0.0311929 | val_loss: 0.0311991 | Time: 1819.7 ms [2022-03-25 14:58:18 main:574] : INFO : Epoch 1811 | loss: 0.0311909 | val_loss: 0.031194 | Time: 1809.78 ms [2022-03-25 14:58:20 main:574] : INFO : Epoch 1812 | loss: 0.0311944 | val_loss: 0.0311939 | Time: 1814.35 ms [2022-03-25 14:58:22 main:574] : INFO : Epoch 1813 | loss: 0.0312016 | val_loss: 0.0312008 | Time: 1809 ms [2022-03-25 14:58:24 main:574] : INFO : Epoch 1814 | loss: 0.0312018 | val_loss: 0.0312028 | Time: 1826.52 ms [2022-03-25 14:58:25 main:574] : INFO : Epoch 1815 | loss: 0.0311941 | val_loss: 0.0311962 | Time: 1807.18 ms [2022-03-25 14:58:27 main:574] : INFO : Epoch 1816 | loss: 0.0311922 | val_loss: 0.0311931 | Time: 1805.4 ms [2022-03-25 14:58:29 main:574] : INFO : Epoch 1817 | loss: 0.0311902 | val_loss: 0.0311963 | Time: 1816.56 ms [2022-03-25 14:58:31 main:574] : INFO : Epoch 1818 | loss: 0.0311918 | val_loss: 0.0311942 | Time: 1812.3 ms [2022-03-25 14:58:33 main:574] : INFO : Epoch 1819 | loss: 0.0311902 | val_loss: 0.0311923 | Time: 1805.62 ms [2022-03-25 14:58:35 main:574] : INFO : Epoch 1820 | loss: 0.031189 | val_loss: 0.0311916 | Time: 1809.03 ms [2022-03-25 14:58:36 main:574] : INFO : Epoch 1821 | loss: 0.0311909 | val_loss: 0.0311925 | Time: 1805.11 ms [2022-03-25 14:58:38 main:574] : INFO : Epoch 1822 | loss: 0.0311892 | val_loss: 0.0311933 | Time: 1807.77 ms [2022-03-25 14:58:40 main:574] : INFO : Epoch 1823 | loss: 0.0311888 | val_loss: 0.0311935 | Time: 1815.59 ms [2022-03-25 14:58:42 main:574] : INFO : Epoch 1824 | loss: 0.0311892 | val_loss: 0.0311912 | Time: 1800.95 ms [2022-03-25 14:58:44 main:574] : INFO : Epoch 1825 | loss: 0.0311883 | val_loss: 0.0311915 | Time: 1816.41 ms [2022-03-25 14:58:45 main:574] : INFO : Epoch 1826 | loss: 0.031189 | val_loss: 0.0311931 | Time: 1804.53 ms [2022-03-25 14:58:47 main:574] : INFO : Epoch 1827 | loss: 0.0311883 | val_loss: 0.031193 | Time: 1799.38 ms [2022-03-25 14:58:49 main:574] : INFO : Epoch 1828 | loss: 0.0311887 | val_loss: 0.0311934 | Time: 1799.81 ms [2022-03-25 14:58:51 main:574] : INFO : Epoch 1829 | loss: 0.0311895 | val_loss: 0.0311942 | Time: 1810.44 ms [2022-03-25 14:58:53 main:574] : INFO : Epoch 1830 | loss: 0.0311906 | val_loss: 0.0311944 | Time: 1797.78 ms [2022-03-25 14:58:55 main:574] : INFO : Epoch 1831 | loss: 0.0311881 | val_loss: 0.0311926 | Time: 1817.33 ms [2022-03-25 14:58:56 main:574] : INFO : Epoch 1832 | loss: 0.0311898 | val_loss: 0.0311998 | Time: 1813.93 ms [2022-03-25 14:58:58 main:574] : INFO : Epoch 1833 | loss: 0.031194 | val_loss: 0.0311952 | Time: 1819.14 ms [2022-03-25 14:59:00 main:574] : INFO : Epoch 1834 | loss: 0.0311894 | val_loss: 0.0311892 | Time: 1809.41 ms [2022-03-25 14:59:02 main:574] : INFO : Epoch 1835 | loss: 0.0311883 | val_loss: 0.0311895 | Time: 1817.99 ms [2022-03-25 14:59:04 main:574] : INFO : Epoch 1836 | loss: 0.0311868 | val_loss: 0.0311897 | Time: 1817.86 ms [2022-03-25 14:59:06 main:574] : INFO : Epoch 1837 | loss: 0.0311908 | val_loss: 0.0311913 | Time: 1809.06 ms [2022-03-25 14:59:07 main:574] : INFO : Epoch 1838 | loss: 0.0311875 | val_loss: 0.0311901 | Time: 1823.07 ms [2022-03-25 14:59:09 main:574] : INFO : Epoch 1839 | loss: 0.031187 | val_loss: 0.0311908 | Time: 1802.4 ms [2022-03-25 14:59:11 main:574] : INFO : Epoch 1840 | loss: 0.0311943 | val_loss: 0.0311956 | Time: 1816.3 ms [2022-03-25 14:59:13 main:574] : INFO : Epoch 1841 | loss: 0.0311881 | val_loss: 0.031189 | Time: 1831.46 ms [2022-03-25 14:59:15 main:574] : INFO : Epoch 1842 | loss: 0.0311862 | val_loss: 0.0311915 | Time: 1811.37 ms [2022-03-25 14:59:17 main:574] : INFO : Epoch 1843 | loss: 0.0311865 | val_loss: 0.0311891 | Time: 1797.03 ms [2022-03-25 14:59:18 main:574] : INFO : Epoch 1844 | loss: 0.031186 | val_loss: 0.0311932 | Time: 1804.01 ms [2022-03-25 14:59:20 main:574] : INFO : Epoch 1845 | loss: 0.0311884 | val_loss: 0.0311892 | Time: 1824.71 ms [2022-03-25 14:59:22 main:574] : INFO : Epoch 1846 | loss: 0.0311867 | val_loss: 0.031188 | Time: 1821.93 ms [2022-03-25 14:59:24 main:574] : INFO : Epoch 1847 | loss: 0.0311854 | val_loss: 0.0311875 | Time: 1810.55 ms [2022-03-25 14:59:26 main:574] : INFO : Epoch 1848 | loss: 0.031184 | val_loss: 0.0311889 | Time: 1801.26 ms [2022-03-25 14:59:27 main:574] : INFO : Epoch 1849 | loss: 0.0311859 | val_loss: 0.0311948 | Time: 1808.08 ms [2022-03-25 14:59:29 main:574] : INFO : Epoch 1850 | loss: 0.0311873 | val_loss: 0.0311878 | Time: 1821.27 ms [2022-03-25 14:59:31 main:574] : INFO : Epoch 1851 | loss: 0.0311869 | val_loss: 0.0311959 | Time: 1803.64 ms [2022-03-25 14:59:33 main:574] : INFO : Epoch 1852 | loss: 0.0311975 | val_loss: 0.0312028 | Time: 1810.63 ms [2022-03-25 14:59:35 main:574] : INFO : Epoch 1853 | loss: 0.031193 | val_loss: 0.0311952 | Time: 1806.53 ms [2022-03-25 14:59:37 main:574] : INFO : Epoch 1854 | loss: 0.0311938 | val_loss: 0.0311942 | Time: 1814.9 ms [2022-03-25 14:59:38 main:574] : INFO : Epoch 1855 | loss: 0.0311918 | val_loss: 0.0311932 | Time: 1804.72 ms [2022-03-25 14:59:40 main:574] : INFO : Epoch 1856 | loss: 0.0311901 | val_loss: 0.0311929 | Time: 1815.22 ms [2022-03-25 14:59:42 main:574] : INFO : Epoch 1857 | loss: 0.0311893 | val_loss: 0.0311955 | Time: 1808.65 ms [2022-03-25 14:59:44 main:574] : INFO : Epoch 1858 | loss: 0.0311923 | val_loss: 0.0311923 | Time: 1817.33 ms [2022-03-25 14:59:46 main:574] : INFO : Epoch 1859 | loss: 0.0311909 | val_loss: 0.0311966 | Time: 1810.41 ms [2022-03-25 14:59:48 main:574] : INFO : Epoch 1860 | loss: 0.0311917 | val_loss: 0.0311933 | Time: 1809.45 ms [2022-03-25 14:59:49 main:574] : INFO : Epoch 1861 | loss: 0.0311881 | val_loss: 0.0311935 | Time: 1819.83 ms [2022-03-25 14:59:51 main:574] : INFO : Epoch 1862 | loss: 0.0311874 | val_loss: 0.0311937 | Time: 1812.97 ms [2022-03-25 14:59:53 main:574] : INFO : Epoch 1863 | loss: 0.0311866 | val_loss: 0.0311948 | Time: 1818.63 ms [2022-03-25 14:59:55 main:574] : INFO : Epoch 1864 | loss: 0.0311907 | val_loss: 0.0311947 | Time: 1816.93 ms [2022-03-25 14:59:57 main:574] : INFO : Epoch 1865 | loss: 0.0311877 | val_loss: 0.0311909 | Time: 1823.87 ms [2022-03-25 14:59:59 main:574] : INFO : Epoch 1866 | loss: 0.0311863 | val_loss: 0.0311931 | Time: 1803.11 ms [2022-03-25 15:00:00 main:574] : INFO : Epoch 1867 | loss: 0.031185 | val_loss: 0.0311914 | Time: 1834.43 ms [2022-03-25 15:00:02 main:574] : INFO : Epoch 1868 | loss: 0.0311906 | val_loss: 0.0311943 | Time: 1803.77 ms [2022-03-25 15:00:04 main:574] : INFO : Epoch 1869 | loss: 0.0311901 | val_loss: 0.031201 | Time: 1808.1 ms [2022-03-25 15:00:06 main:574] : INFO : Epoch 1870 | loss: 0.0311918 | val_loss: 0.0311938 | Time: 1799.29 ms [2022-03-25 15:00:08 main:574] : INFO : Epoch 1871 | loss: 0.0311861 | val_loss: 0.0311906 | Time: 1815.55 ms [2022-03-25 15:00:09 main:574] : INFO : Epoch 1872 | loss: 0.0311839 | val_loss: 0.0311897 | Time: 1810.96 ms [2022-03-25 15:00:11 main:574] : INFO : Epoch 1873 | loss: 0.031183 | val_loss: 0.0311953 | Time: 1813.59 ms [2022-03-25 15:00:13 main:574] : INFO : Epoch 1874 | loss: 0.0311833 | val_loss: 0.0311885 | Time: 1799.94 ms [2022-03-25 15:00:15 main:574] : INFO : Epoch 1875 | loss: 0.0311826 | val_loss: 0.0311864 | Time: 1813.7 ms [2022-03-25 15:00:17 main:574] : INFO : Epoch 1876 | loss: 0.0311846 | val_loss: 0.0311884 | Time: 1805.42 ms [2022-03-25 15:00:19 main:574] : INFO : Epoch 1877 | loss: 0.0311842 | val_loss: 0.0311881 | Time: 1830.82 ms [2022-03-25 15:00:20 main:574] : INFO : Epoch 1878 | loss: 0.0311819 | val_loss: 0.031187 | Time: 1814.07 ms [2022-03-25 15:00:22 main:574] : INFO : Epoch 1879 | loss: 0.0311824 | val_loss: 0.0311973 | Time: 1811.71 ms [2022-03-25 15:00:24 main:574] : INFO : Epoch 1880 | loss: 0.0311823 | val_loss: 0.0311892 | Time: 1804.72 ms [2022-03-25 15:00:26 main:574] : INFO : Epoch 1881 | loss: 0.0311805 | val_loss: 0.0311894 | Time: 1812.53 ms [2022-03-25 15:00:28 main:574] : INFO : Epoch 1882 | loss: 0.0311831 | val_loss: 0.031193 | Time: 1805.82 ms [2022-03-25 15:00:30 main:574] : INFO : Epoch 1883 | loss: 0.0311835 | val_loss: 0.0311912 | Time: 1806.53 ms [2022-03-25 15:00:31 main:574] : INFO : Epoch 1884 | loss: 0.0311811 | val_loss: 0.0311889 | Time: 1800.58 ms [2022-03-25 15:00:33 main:574] : INFO : Epoch 1885 | loss: 0.0311813 | val_loss: 0.0311887 | Time: 1812.62 ms [2022-03-25 15:00:35 main:574] : INFO : Epoch 1886 | loss: 0.0311847 | val_loss: 0.0311886 | Time: 1822.11 ms [2022-03-25 15:00:37 main:574] : INFO : Epoch 1887 | loss: 0.0311828 | val_loss: 0.0311871 | Time: 1803.08 ms [2022-03-25 15:00:39 main:574] : INFO : Epoch 1888 | loss: 0.0311795 | val_loss: 0.0311891 | Time: 1810.85 ms [2022-03-25 15:00:40 main:574] : INFO : Epoch 1889 | loss: 0.0311828 | val_loss: 0.0311938 | Time: 1803.74 ms [2022-03-25 15:00:42 main:574] : INFO : Epoch 1890 | loss: 0.0311818 | val_loss: 0.0311871 | Time: 1827.09 ms [2022-03-25 15:00:44 main:574] : INFO : Epoch 1891 | loss: 0.0311803 | val_loss: 0.0311863 | Time: 1809.76 ms [2022-03-25 15:00:46 main:574] : INFO : Epoch 1892 | loss: 0.0311797 | val_loss: 0.031185 | Time: 1811.98 ms [2022-03-25 15:00:48 main:574] : INFO : Epoch 1893 | loss: 0.0311805 | val_loss: 0.0311868 | Time: 1808.64 ms [2022-03-25 15:00:50 main:574] : INFO : Epoch 1894 | loss: 0.0311795 | val_loss: 0.0311888 | Time: 1802.69 ms [2022-03-25 15:00:51 main:574] : INFO : Epoch 1895 | loss: 0.0311797 | val_loss: 0.0311912 | Time: 1814.97 ms [2022-03-25 15:00:53 main:574] : INFO : Epoch 1896 | loss: 0.0311818 | val_loss: 0.0311961 | Time: 1807.11 ms [2022-03-25 15:00:55 main:574] : INFO : Epoch 1897 | loss: 0.0311801 | val_loss: 0.0311896 | Time: 1804.26 ms [2022-03-25 15:00:57 main:574] : INFO : Epoch 1898 | loss: 0.0311809 | val_loss: 0.0311911 | Time: 1809.25 ms [2022-03-25 15:00:59 main:574] : INFO : Epoch 1899 | loss: 0.03118 | val_loss: 0.0311874 | Time: 1802.97 ms [2022-03-25 15:01:01 main:574] : INFO : Epoch 1900 | loss: 0.0311848 | val_loss: 0.0311925 | Time: 1817.19 ms [2022-03-25 15:01:02 main:574] : INFO : Epoch 1901 | loss: 0.0311838 | val_loss: 0.0311873 | Time: 1807.46 ms [2022-03-25 15:01:04 main:574] : INFO : Epoch 1902 | loss: 0.0311807 | val_loss: 0.031192 | Time: 1819.06 ms [2022-03-25 15:01:06 main:574] : INFO : Epoch 1903 | loss: 0.0311808 | val_loss: 0.0311893 | Time: 1814.73 ms [2022-03-25 15:01:08 main:574] : INFO : Epoch 1904 | loss: 0.03118 | val_loss: 0.0311901 | Time: 1813.42 ms [2022-03-25 15:01:10 main:574] : INFO : Epoch 1905 | loss: 0.0311801 | val_loss: 0.0311926 | Time: 1801.21 ms [2022-03-25 15:01:11 main:574] : INFO : Epoch 1906 | loss: 0.0311855 | val_loss: 0.0312058 | Time: 1818.49 ms [2022-03-25 15:01:13 main:574] : INFO : Epoch 1907 | loss: 0.0311839 | val_loss: 0.0311864 | Time: 1805.59 ms [2022-03-25 15:01:15 main:574] : INFO : Epoch 1908 | loss: 0.0311802 | val_loss: 0.0311954 | Time: 1814.56 ms [2022-03-25 15:01:17 main:574] : INFO : Epoch 1909 | loss: 0.0311864 | val_loss: 0.031188 | Time: 1801.25 ms [2022-03-25 15:01:19 main:574] : INFO : Epoch 1910 | loss: 0.0311851 | val_loss: 0.0311885 | Time: 1820.44 ms [2022-03-25 15:01:21 main:574] : INFO : Epoch 1911 | loss: 0.0311824 | val_loss: 0.0311927 | Time: 1800.71 ms [2022-03-25 15:01:22 main:574] : INFO : Epoch 1912 | loss: 0.0311806 | val_loss: 0.0311929 | Time: 1806.98 ms [2022-03-25 15:01:24 main:574] : INFO : Epoch 1913 | loss: 0.0311787 | val_loss: 0.0311929 | Time: 1809.15 ms [2022-03-25 15:01:26 main:574] : INFO : Epoch 1914 | loss: 0.031182 | val_loss: 0.0311892 | Time: 1805.13 ms [2022-03-25 15:01:28 main:574] : INFO : Epoch 1915 | loss: 0.0311814 | val_loss: 0.0311865 | Time: 1827.01 ms [2022-03-25 15:01:30 main:574] : INFO : Epoch 1916 | loss: 0.0311827 | val_loss: 0.0311894 | Time: 1803.5 ms [2022-03-25 15:01:32 main:574] : INFO : Epoch 1917 | loss: 0.0311796 | val_loss: 0.0311863 | Time: 1803.77 ms [2022-03-25 15:01:33 main:574] : INFO : Epoch 1918 | loss: 0.031179 | val_loss: 0.0311915 | Time: 1803.76 ms [2022-03-25 15:01:35 main:574] : INFO : Epoch 1919 | loss: 0.0311792 | val_loss: 0.0311902 | Time: 1805.97 ms [2022-03-25 15:01:37 main:574] : INFO : Epoch 1920 | loss: 0.0311802 | val_loss: 0.0311906 | Time: 1825.34 ms [2022-03-25 15:01:39 main:574] : INFO : Epoch 1921 | loss: 0.0311829 | val_loss: 0.0311887 | Time: 1813.09 ms [2022-03-25 15:01:41 main:574] : INFO : Epoch 1922 | loss: 0.0311794 | val_loss: 0.0311879 | Time: 1853.49 ms [2022-03-25 15:01:43 main:574] : INFO : Epoch 1923 | loss: 0.0311808 | val_loss: 0.0311873 | Time: 1847.27 ms [2022-03-25 15:01:45 main:574] : INFO : Epoch 1924 | loss: 0.0311774 | val_loss: 0.0311898 | Time: 1852.96 ms [2022-03-25 15:01:47 main:574] : INFO : Epoch 1925 | loss: 0.0311784 | val_loss: 0.0311887 | Time: 1807.77 ms [2022-03-25 15:01:49 main:574] : INFO : Epoch 1926 | loss: 0.0311778 | val_loss: 0.0311863 | Time: 1829.72 ms [2022-03-25 15:01:51 main:574] : INFO : Epoch 1927 | loss: 0.0311806 | val_loss: 0.0311902 | Time: 1827.94 ms [2022-03-25 15:01:53 main:574] : INFO : Epoch 1928 | loss: 0.0311833 | val_loss: 0.0311887 | Time: 1849.22 ms [2022-03-25 15:01:55 main:574] : INFO : Epoch 1929 | loss: 0.0311821 | val_loss: 0.0311884 | Time: 1871.01 ms [2022-03-25 15:01:57 main:574] : INFO : Epoch 1930 | loss: 0.0311821 | val_loss: 0.0311886 | Time: 1872.57 ms [2022-03-25 15:01:59 main:574] : INFO : Epoch 1931 | loss: 0.0311807 | val_loss: 0.0311911 | Time: 1886.24 ms [2022-03-25 15:02:01 main:574] : INFO : Epoch 1932 | loss: 0.0311831 | val_loss: 0.0311897 | Time: 1864.55 ms [2022-03-25 15:02:03 main:574] : INFO : Epoch 1933 | loss: 0.0311838 | val_loss: 0.031189 | Time: 1867.03 ms [2022-03-25 15:02:04 main:574] : INFO : Epoch 1934 | loss: 0.0311819 | val_loss: 0.0311887 | Time: 1838.95 ms [2022-03-25 15:02:06 main:574] : INFO : Epoch 1935 | loss: 0.031181 | val_loss: 0.0311917 | Time: 1835.95 ms [2022-03-25 15:02:08 main:574] : INFO : Epoch 1936 | loss: 0.0311841 | val_loss: 0.0311955 | Time: 1808.36 ms [2022-03-25 15:02:10 main:574] : INFO : Epoch 1937 | loss: 0.0311817 | val_loss: 0.0311894 | Time: 1805.94 ms [2022-03-25 15:02:12 main:574] : INFO : Epoch 1938 | loss: 0.0311841 | val_loss: 0.0311896 | Time: 1827.7 ms [2022-03-25 15:02:14 main:574] : INFO : Epoch 1939 | loss: 0.0311879 | val_loss: 0.0311955 | Time: 1811.19 ms [2022-03-25 15:02:15 main:574] : INFO : Epoch 1940 | loss: 0.031182 | val_loss: 0.0311889 | Time: 1810.46 ms [2022-03-25 15:02:17 main:574] : INFO : Epoch 1941 | loss: 0.0311812 | val_loss: 0.0311895 | Time: 1816.09 ms [2022-03-25 15:02:19 main:574] : INFO : Epoch 1942 | loss: 0.0311818 | val_loss: 0.0311883 | Time: 1817.98 ms [2022-03-25 15:02:21 main:574] : INFO : Epoch 1943 | loss: 0.0311817 | val_loss: 0.0311897 | Time: 1805.24 ms [2022-03-25 15:02:23 main:574] : INFO : Epoch 1944 | loss: 0.0311809 | val_loss: 0.0311857 | Time: 1814.95 ms [2022-03-25 15:02:25 main:574] : INFO : Epoch 1945 | loss: 0.0311824 | val_loss: 0.031187 | Time: 1823.64 ms [2022-03-25 15:02:26 main:574] : INFO : Epoch 1946 | loss: 0.0311827 | val_loss: 0.0311864 | Time: 1807.93 ms [2022-03-25 15:02:28 main:574] : INFO : Epoch 1947 | loss: 0.0311808 | val_loss: 0.0311869 | Time: 1824.47 ms [2022-03-25 15:02:30 main:574] : INFO : Epoch 1948 | loss: 0.0311813 | val_loss: 0.0311894 | Time: 1821.18 ms [2022-03-25 15:02:32 main:574] : INFO : Epoch 1949 | loss: 0.0311832 | val_loss: 0.0311933 | Time: 1811.17 ms [2022-03-25 15:02:34 main:574] : INFO : Epoch 1950 | loss: 0.0311818 | val_loss: 0.0311837 | Time: 1807.11 ms [2022-03-25 15:02:36 main:574] : INFO : Epoch 1951 | loss: 0.0311798 | val_loss: 0.0311868 | Time: 1810.96 ms [2022-03-25 15:02:37 main:574] : INFO : Epoch 1952 | loss: 0.0311788 | val_loss: 0.0311862 | Time: 1816.9 ms [2022-03-25 15:02:39 main:574] : INFO : Epoch 1953 | loss: 0.0311782 | val_loss: 0.0311855 | Time: 1807.22 ms [2022-03-25 15:02:41 main:574] : INFO : Epoch 1954 | loss: 0.0311794 | val_loss: 0.0311842 | Time: 1811.09 ms [2022-03-25 15:02:43 main:574] : INFO : Epoch 1955 | loss: 0.0312125 | val_loss: 0.0312397 | Time: 1814.33 ms [2022-03-25 15:02:45 main:574] : INFO : Epoch 1956 | loss: 0.0312377 | val_loss: 0.0312388 | Time: 1810.78 ms [2022-03-25 15:02:47 main:574] : INFO : Epoch 1957 | loss: 0.0312321 | val_loss: 0.0312354 | Time: 1811.38 ms [2022-03-25 15:02:48 main:574] : INFO : Epoch 1958 | loss: 0.0312293 | val_loss: 0.0312306 | Time: 1814.34 ms [2022-03-25 15:02:50 main:574] : INFO : Epoch 1959 | loss: 0.0312266 | val_loss: 0.0312283 | Time: 1813.12 ms [2022-03-25 15:02:52 main:574] : INFO : Epoch 1960 | loss: 0.0312236 | val_loss: 0.0312305 | Time: 1820.71 ms [2022-03-25 15:02:54 main:574] : INFO : Epoch 1961 | loss: 0.0312233 | val_loss: 0.0312261 | Time: 1794.37 ms [2022-03-25 15:02:56 main:574] : INFO : Epoch 1962 | loss: 0.0312242 | val_loss: 0.031231 | Time: 1831.33 ms [2022-03-25 15:02:57 main:574] : INFO : Epoch 1963 | loss: 0.0312254 | val_loss: 0.0312254 | Time: 1810.9 ms [2022-03-25 15:02:59 main:574] : INFO : Epoch 1964 | loss: 0.0312223 | val_loss: 0.0312247 | Time: 1828.49 ms [2022-03-25 15:03:01 main:574] : INFO : Epoch 1965 | loss: 0.0312206 | val_loss: 0.0312254 | Time: 1811.35 ms [2022-03-25 15:03:03 main:574] : INFO : Epoch 1966 | loss: 0.0312211 | val_loss: 0.0312242 | Time: 1814.73 ms [2022-03-25 15:03:05 main:574] : INFO : Epoch 1967 | loss: 0.0312174 | val_loss: 0.0312234 | Time: 1808.55 ms [2022-03-25 15:03:07 main:574] : INFO : Epoch 1968 | loss: 0.0312181 | val_loss: 0.0312213 | Time: 1815.53 ms [2022-03-25 15:03:08 main:574] : INFO : Epoch 1969 | loss: 0.0312176 | val_loss: 0.0312228 | Time: 1809.98 ms [2022-03-25 15:03:10 main:574] : INFO : Epoch 1970 | loss: 0.0312182 | val_loss: 0.0312254 | Time: 1807.17 ms [2022-03-25 15:03:12 main:574] : INFO : Epoch 1971 | loss: 0.0312157 | val_loss: 0.0312234 | Time: 1810.07 ms [2022-03-25 15:03:14 main:574] : INFO : Epoch 1972 | loss: 0.031215 | val_loss: 0.03122 | Time: 1815.17 ms [2022-03-25 15:03:16 main:574] : INFO : Epoch 1973 | loss: 0.0312149 | val_loss: 0.0312204 | Time: 1796.33 ms [2022-03-25 15:03:18 main:574] : INFO : Epoch 1974 | loss: 0.0312132 | val_loss: 0.0312196 | Time: 1815.9 ms [2022-03-25 15:03:19 main:574] : INFO : Epoch 1975 | loss: 0.031215 | val_loss: 0.0312199 | Time: 1830.81 ms [2022-03-25 15:03:21 main:574] : INFO : Epoch 1976 | loss: 0.0312145 | val_loss: 0.0312205 | Time: 1816.25 ms [2022-03-25 15:03:23 main:574] : INFO : Epoch 1977 | loss: 0.0312123 | val_loss: 0.03122 | Time: 1816.29 ms [2022-03-25 15:03:25 main:574] : INFO : Epoch 1978 | loss: 0.0312119 | val_loss: 0.0312172 | Time: 1808.52 ms [2022-03-25 15:03:27 main:574] : INFO : Epoch 1979 | loss: 0.0312117 | val_loss: 0.0312163 | Time: 1803.34 ms [2022-03-25 15:03:29 main:574] : INFO : Epoch 1980 | loss: 0.0312118 | val_loss: 0.0312163 | Time: 1820.87 ms [2022-03-25 15:03:30 main:574] : INFO : Epoch 1981 | loss: 0.0312114 | val_loss: 0.0312205 | Time: 1861.32 ms [2022-03-25 15:03:32 main:574] : INFO : Epoch 1982 | loss: 0.0312118 | val_loss: 0.0312187 | Time: 1856.15 ms [2022-03-25 15:03:34 main:574] : INFO : Epoch 1983 | loss: 0.031214 | val_loss: 0.0312257 | Time: 1817.47 ms [2022-03-25 15:03:36 main:574] : INFO : Epoch 1984 | loss: 0.0312173 | val_loss: 0.0312272 | Time: 1818.27 ms [2022-03-25 15:03:38 main:574] : INFO : Epoch 1985 | loss: 0.0312141 | val_loss: 0.0312168 | Time: 1806.07 ms [2022-03-25 15:03:40 main:574] : INFO : Epoch 1986 | loss: 0.0312105 | val_loss: 0.0312152 | Time: 1815.92 ms [2022-03-25 15:03:41 main:574] : INFO : Epoch 1987 | loss: 0.0312098 | val_loss: 0.0312148 | Time: 1818.21 ms [2022-03-25 15:03:43 main:574] : INFO : Epoch 1988 | loss: 0.0312094 | val_loss: 0.0312141 | Time: 1814.77 ms [2022-03-25 15:03:45 main:574] : INFO : Epoch 1989 | loss: 0.0312086 | val_loss: 0.0312133 | Time: 1806.22 ms [2022-03-25 15:03:47 main:574] : INFO : Epoch 1990 | loss: 0.0312096 | val_loss: 0.0312127 | Time: 1803.42 ms [2022-03-25 15:03:49 main:574] : INFO : Epoch 1991 | loss: 0.0312095 | val_loss: 0.0312148 | Time: 1805.83 ms [2022-03-25 15:03:51 main:574] : INFO : Epoch 1992 | loss: 0.0312076 | val_loss: 0.0312142 | Time: 1810.69 ms [2022-03-25 15:03:52 main:574] : INFO : Epoch 1993 | loss: 0.0312073 | val_loss: 0.0312134 | Time: 1806.11 ms [2022-03-25 15:03:54 main:574] : INFO : Epoch 1994 | loss: 0.0312115 | val_loss: 0.031218 | Time: 1811.87 ms [2022-03-25 15:03:56 main:574] : INFO : Epoch 1995 | loss: 0.0312097 | val_loss: 0.0312157 | Time: 1815.85 ms [2022-03-25 15:03:58 main:574] : INFO : Epoch 1996 | loss: 0.031206 | val_loss: 0.0312137 | Time: 1812.73 ms [2022-03-25 15:04:00 main:574] : INFO : Epoch 1997 | loss: 0.0312058 | val_loss: 0.0312121 | Time: 1822.56 ms [2022-03-25 15:04:01 main:574] : INFO : Epoch 1998 | loss: 0.0312086 | val_loss: 0.0312137 | Time: 1809.78 ms [2022-03-25 15:04:03 main:574] : INFO : Epoch 1999 | loss: 0.031208 | val_loss: 0.0312133 | Time: 1809.73 ms [2022-03-25 15:04:05 main:574] : INFO : Epoch 2000 | loss: 0.0312067 | val_loss: 0.0312115 | Time: 1846.08 ms [2022-03-25 15:04:07 main:574] : INFO : Epoch 2001 | loss: 0.0312084 | val_loss: 0.0312133 | Time: 1853.27 ms [2022-03-25 15:04:09 main:574] : INFO : Epoch 2002 | loss: 0.0312087 | val_loss: 0.0312228 | Time: 1834.14 ms [2022-03-25 15:04:11 main:574] : INFO : Epoch 2003 | loss: 0.031209 | val_loss: 0.0312146 | Time: 1803.63 ms [2022-03-25 15:04:13 main:574] : INFO : Epoch 2004 | loss: 0.0312097 | val_loss: 0.0312128 | Time: 1805.49 ms [2022-03-25 15:04:14 main:574] : INFO : Epoch 2005 | loss: 0.0312077 | val_loss: 0.031213 | Time: 1808.53 ms [2022-03-25 15:04:16 main:574] : INFO : Epoch 2006 | loss: 0.031209 | val_loss: 0.0312168 | Time: 1799.76 ms [2022-03-25 15:04:18 main:574] : INFO : Epoch 2007 | loss: 0.0312115 | val_loss: 0.0312169 | Time: 1805.74 ms [2022-03-25 15:04:20 main:574] : INFO : Epoch 2008 | loss: 0.0312087 | val_loss: 0.0312217 | Time: 1820.33 ms [2022-03-25 15:04:22 main:574] : INFO : Epoch 2009 | loss: 0.0312103 | val_loss: 0.0312149 | Time: 1801.63 ms [2022-03-25 15:04:23 main:574] : INFO : Epoch 2010 | loss: 0.0312065 | val_loss: 0.0312118 | Time: 1817.55 ms [2022-03-25 15:04:25 main:574] : INFO : Epoch 2011 | loss: 0.0312058 | val_loss: 0.0312113 | Time: 1804.77 ms [2022-03-25 15:04:27 main:574] : INFO : Epoch 2012 | loss: 0.0312064 | val_loss: 0.0312197 | Time: 1811 ms [2022-03-25 15:04:29 main:574] : INFO : Epoch 2013 | loss: 0.0312099 | val_loss: 0.0312196 | Time: 1801.7 ms [2022-03-25 15:04:31 main:574] : INFO : Epoch 2014 | loss: 0.0312105 | val_loss: 0.0312103 | Time: 1813.24 ms [2022-03-25 15:04:33 main:574] : INFO : Epoch 2015 | loss: 0.0312042 | val_loss: 0.0312093 | Time: 1810.78 ms [2022-03-25 15:04:34 main:574] : INFO : Epoch 2016 | loss: 0.0312042 | val_loss: 0.0312098 | Time: 1815.08 ms [2022-03-25 15:04:36 main:574] : INFO : Epoch 2017 | loss: 0.0312049 | val_loss: 0.0312128 | Time: 1809.53 ms [2022-03-25 15:04:38 main:574] : INFO : Epoch 2018 | loss: 0.0312072 | val_loss: 0.0312114 | Time: 1806.13 ms [2022-03-25 15:04:40 main:574] : INFO : Epoch 2019 | loss: 0.0312092 | val_loss: 0.0312143 | Time: 1798.91 ms [2022-03-25 15:04:42 main:574] : INFO : Epoch 2020 | loss: 0.0312089 | val_loss: 0.0312134 | Time: 1814.81 ms [2022-03-25 15:04:44 main:574] : INFO : Epoch 2021 | loss: 0.0312078 | val_loss: 0.0312126 | Time: 1809.58 ms [2022-03-25 15:04:45 main:574] : INFO : Epoch 2022 | loss: 0.0312073 | val_loss: 0.0312146 | Time: 1820.94 ms [2022-03-25 15:04:47 main:574] : INFO : Epoch 2023 | loss: 0.0312185 | val_loss: 0.0312312 | Time: 1807.42 ms [2022-03-25 15:04:49 main:574] : INFO : Epoch 2024 | loss: 0.0312328 | val_loss: 0.0312339 | Time: 1819.79 ms [2022-03-25 15:04:51 main:574] : INFO : Epoch 2025 | loss: 0.03123 | val_loss: 0.0312291 | Time: 1805.22 ms [2022-03-25 15:04:53 main:574] : INFO : Epoch 2026 | loss: 0.0312267 | val_loss: 0.031225 | Time: 1803.13 ms [2022-03-25 15:04:54 main:574] : INFO : Epoch 2027 | loss: 0.0312237 | val_loss: 0.0312247 | Time: 1798.27 ms [2022-03-25 15:04:56 main:574] : INFO : Epoch 2028 | loss: 0.0312276 | val_loss: 0.0312232 | Time: 1806.7 ms [2022-03-25 15:04:58 main:574] : INFO : Epoch 2029 | loss: 0.0312208 | val_loss: 0.0312212 | Time: 1796.39 ms [2022-03-25 15:05:00 main:574] : INFO : Epoch 2030 | loss: 0.0312211 | val_loss: 0.0312269 | Time: 1801.59 ms [2022-03-25 15:05:02 main:574] : INFO : Epoch 2031 | loss: 0.0312206 | val_loss: 0.0312203 | Time: 1806.01 ms [2022-03-25 15:05:04 main:574] : INFO : Epoch 2032 | loss: 0.0312177 | val_loss: 0.031217 | Time: 1807.48 ms [2022-03-25 15:05:05 main:574] : INFO : Epoch 2033 | loss: 0.0312178 | val_loss: 0.031224 | Time: 1821.8 ms [2022-03-25 15:05:07 main:574] : INFO : Epoch 2034 | loss: 0.0312214 | val_loss: 0.0312179 | Time: 1808.29 ms [2022-03-25 15:05:09 main:574] : INFO : Epoch 2035 | loss: 0.0312223 | val_loss: 0.0312166 | Time: 1813.54 ms [2022-03-25 15:05:11 main:574] : INFO : Epoch 2036 | loss: 0.0312174 | val_loss: 0.0312164 | Time: 1801.82 ms [2022-03-25 15:05:13 main:574] : INFO : Epoch 2037 | loss: 0.0312146 | val_loss: 0.0312165 | Time: 1814.58 ms [2022-03-25 15:05:15 main:574] : INFO : Epoch 2038 | loss: 0.031215 | val_loss: 0.0312171 | Time: 1805.88 ms [2022-03-25 15:05:16 main:574] : INFO : Epoch 2039 | loss: 0.0312164 | val_loss: 0.0312343 | Time: 1815.39 ms [2022-03-25 15:05:18 main:574] : INFO : Epoch 2040 | loss: 0.0312195 | val_loss: 0.0312199 | Time: 1804.24 ms [2022-03-25 15:05:20 main:574] : INFO : Epoch 2041 | loss: 0.0312187 | val_loss: 0.031223 | Time: 1801.56 ms [2022-03-25 15:05:22 main:574] : INFO : Epoch 2042 | loss: 0.0312139 | val_loss: 0.0312142 | Time: 1806.33 ms [2022-03-25 15:05:24 main:574] : INFO : Epoch 2043 | loss: 0.0312147 | val_loss: 0.0312206 | Time: 1808.36 ms [2022-03-25 15:05:25 main:574] : INFO : Epoch 2044 | loss: 0.0312132 | val_loss: 0.0312124 | Time: 1806.13 ms [2022-03-25 15:05:27 main:574] : INFO : Epoch 2045 | loss: 0.0312128 | val_loss: 0.0312198 | Time: 1800.94 ms [2022-03-25 15:05:29 main:574] : INFO : Epoch 2046 | loss: 0.031216 | val_loss: 0.0312214 | Time: 1811.69 ms [2022-03-25 15:05:31 main:574] : INFO : Epoch 2047 | loss: 0.0312146 | val_loss: 0.0312132 | Time: 1814.22 ms [2022-03-25 15:05:33 main:574] : INFO : Epoch 2048 | loss: 0.0312149 | val_loss: 0.0312124 | Time: 1816.51 ms [2022-03-25 15:05:33 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312124 [2022-03-25 15:05:33 main:603] : INFO : Saving end state to config to file [2022-03-25 15:05:33 main:608] : INFO : Success, exiting.. 15:05:33 (22292): 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)