Task 13581799
| Name | ParityModified-1647045351-2694-2-0_0 |
| Workunit | 10675860 |
| Created | 22 Mar 2022, 22:18:14 UTC |
| Sent | 29 Mar 2022, 13:08:58 UTC |
| Report deadline | 6 Apr 2022, 13:08:58 UTC |
| Received | 29 Mar 2022, 14:11:38 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5172 |
| Run time | 1 hours 2 min 19 sec |
| CPU time | 1 hours 0 min 57 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,539.77 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311574 | val_loss: 0.0311676 | Time: 1823.15 ms [2022-03-29 15:56:08 main:574] : INFO : Epoch 1543 | loss: 0.0311566 | val_loss: 0.0311703 | Time: 1804.02 ms [2022-03-29 15:56:09 main:574] : INFO : Epoch 1544 | loss: 0.0311589 | val_loss: 0.0311684 | Time: 1832.43 ms [2022-03-29 15:56:11 main:574] : INFO : Epoch 1545 | loss: 0.0311588 | val_loss: 0.03117 | Time: 1817.46 ms [2022-03-29 15:56:13 main:574] : INFO : Epoch 1546 | loss: 0.0311596 | val_loss: 0.0311692 | Time: 1793.03 ms [2022-03-29 15:56:15 main:574] : INFO : Epoch 1547 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 1794.24 ms [2022-03-29 15:56:17 main:574] : INFO : Epoch 1548 | loss: 0.0311577 | val_loss: 0.0311684 | Time: 1810.63 ms [2022-03-29 15:56:18 main:574] : INFO : Epoch 1549 | loss: 0.0311623 | val_loss: 0.0311678 | Time: 1800.61 ms [2022-03-29 15:56:20 main:574] : INFO : Epoch 1550 | loss: 0.031163 | val_loss: 0.0311661 | Time: 1843.86 ms [2022-03-29 15:56:22 main:574] : INFO : Epoch 1551 | loss: 0.0311615 | val_loss: 0.0311657 | Time: 1788.28 ms [2022-03-29 15:56:24 main:574] : INFO : Epoch 1552 | loss: 0.0311613 | val_loss: 0.0311655 | Time: 1832.21 ms [2022-03-29 15:56:26 main:574] : INFO : Epoch 1553 | loss: 0.0311602 | val_loss: 0.0311658 | Time: 1817.53 ms [2022-03-29 15:56:28 main:574] : INFO : Epoch 1554 | loss: 0.03116 | val_loss: 0.0311672 | Time: 1765.53 ms [2022-03-29 15:56:29 main:574] : INFO : Epoch 1555 | loss: 0.0311601 | val_loss: 0.0311673 | Time: 1786.89 ms [2022-03-29 15:56:31 main:574] : INFO : Epoch 1556 | loss: 0.0311589 | val_loss: 0.0311674 | Time: 1824.37 ms [2022-03-29 15:56:33 main:574] : INFO : Epoch 1557 | loss: 0.0311579 | val_loss: 0.0311655 | Time: 1794.96 ms [2022-03-29 15:56:35 main:574] : INFO : Epoch 1558 | loss: 0.0311576 | val_loss: 0.0311672 | Time: 1814.31 ms [2022-03-29 15:56:37 main:574] : INFO : Epoch 1559 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 1777.41 ms [2022-03-29 15:56:38 main:574] : INFO : Epoch 1560 | loss: 0.0311569 | val_loss: 0.0311656 | Time: 1833.41 ms [2022-03-29 15:56:40 main:574] : INFO : Epoch 1561 | loss: 0.0311559 | val_loss: 0.0311666 | Time: 1822.28 ms [2022-03-29 15:56:42 main:574] : INFO : Epoch 1562 | loss: 0.0311553 | val_loss: 0.0311652 | Time: 1797.76 ms [2022-03-29 15:56:44 main:574] : INFO : Epoch 1563 | loss: 0.0311548 | val_loss: 0.0311649 | Time: 1779.98 ms [2022-03-29 15:56:46 main:574] : INFO : Epoch 1564 | loss: 0.0311546 | val_loss: 0.0311647 | Time: 1819.92 ms [2022-03-29 15:56:48 main:574] : INFO : Epoch 1565 | loss: 0.0311556 | val_loss: 0.0311654 | Time: 1791.17 ms [2022-03-29 15:56:49 main:574] : INFO : Epoch 1566 | loss: 0.031157 | val_loss: 0.0311645 | Time: 1783.93 ms [2022-03-29 15:56:51 main:574] : INFO : Epoch 1567 | loss: 0.0311554 | val_loss: 0.0311653 | Time: 1796.03 ms [2022-03-29 15:56:53 main:574] : INFO : Epoch 1568 | loss: 0.0311554 | val_loss: 0.0311666 | Time: 1839.27 ms [2022-03-29 15:56:55 main:574] : INFO : Epoch 1569 | loss: 0.0311598 | val_loss: 0.0311624 | Time: 1782.45 ms [2022-03-29 15:56:57 main:574] : INFO : Epoch 1570 | loss: 0.0311597 | val_loss: 0.0311673 | Time: 1821.47 ms [2022-03-29 15:56:58 main:574] : INFO : Epoch 1571 | loss: 0.0311572 | val_loss: 0.0311646 | Time: 1797.23 ms [2022-03-29 15:57:00 main:574] : INFO : Epoch 1572 | loss: 0.0311552 | val_loss: 0.0311621 | Time: 1798.89 ms [2022-03-29 15:57:02 main:574] : INFO : Epoch 1573 | loss: 0.0311546 | val_loss: 0.0311634 | Time: 1793.59 ms [2022-03-29 15:57:04 main:574] : INFO : Epoch 1574 | loss: 0.0311542 | val_loss: 0.0311644 | Time: 1800.8 ms [2022-03-29 15:57:06 main:574] : INFO : Epoch 1575 | loss: 0.0311543 | val_loss: 0.0311647 | Time: 1768.67 ms [2022-03-29 15:57:08 main:574] : INFO : Epoch 1576 | loss: 0.0311535 | val_loss: 0.0311644 | Time: 1824.29 ms [2022-03-29 15:57:09 main:574] : INFO : Epoch 1577 | loss: 0.0311527 | val_loss: 0.0311644 | Time: 1827.13 ms [2022-03-29 15:57:11 main:574] : INFO : Epoch 1578 | loss: 0.0311534 | val_loss: 0.0311648 | Time: 1865.02 ms [2022-03-29 15:57:13 main:574] : INFO : Epoch 1579 | loss: 0.0311521 | val_loss: 0.0311644 | Time: 1800.01 ms [2022-03-29 15:57:15 main:574] : INFO : Epoch 1580 | loss: 0.0311532 | val_loss: 0.0311628 | Time: 1792.92 ms [2022-03-29 15:57:17 main:574] : INFO : Epoch 1581 | loss: 0.0311521 | val_loss: 0.0311653 | Time: 1797.66 ms [2022-03-29 15:57:18 main:574] : INFO : Epoch 1582 | loss: 0.0311525 | val_loss: 0.0311644 | Time: 1800.85 ms [2022-03-29 15:57:20 main:574] : INFO : Epoch 1583 | loss: 0.0311524 | val_loss: 0.0311662 | Time: 1801.23 ms [2022-03-29 15:57:22 main:574] : INFO : Epoch 1584 | loss: 0.0311525 | val_loss: 0.0311664 | Time: 1775.74 ms [2022-03-29 15:57:24 main:574] : INFO : Epoch 1585 | loss: 0.0311514 | val_loss: 0.0311672 | Time: 1803.46 ms [2022-03-29 15:57:26 main:574] : INFO : Epoch 1586 | loss: 0.0311537 | val_loss: 0.0311684 | Time: 1824.98 ms [2022-03-29 15:57:28 main:574] : INFO : Epoch 1587 | loss: 0.0311554 | val_loss: 0.0311646 | Time: 1818.41 ms [2022-03-29 15:57:29 main:574] : INFO : Epoch 1588 | loss: 0.031153 | val_loss: 0.0311698 | Time: 1786.84 ms [2022-03-29 15:57:31 main:574] : INFO : Epoch 1589 | loss: 0.0311528 | val_loss: 0.0311655 | Time: 1806.94 ms [2022-03-29 15:57:33 main:574] : INFO : Epoch 1590 | loss: 0.0311518 | val_loss: 0.0311661 | Time: 1827.76 ms [2022-03-29 15:57:35 main:574] : INFO : Epoch 1591 | loss: 0.0311512 | val_loss: 0.0311622 | Time: 1781.31 ms [2022-03-29 15:57:37 main:574] : INFO : Epoch 1592 | loss: 0.031151 | val_loss: 0.0311656 | Time: 1810.29 ms [2022-03-29 15:57:38 main:574] : INFO : Epoch 1593 | loss: 0.0311513 | val_loss: 0.0311697 | Time: 1813.12 ms [2022-03-29 15:57:40 main:574] : INFO : Epoch 1594 | loss: 0.0311519 | val_loss: 0.0311662 | Time: 1817.36 ms [2022-03-29 15:57:42 main:574] : INFO : Epoch 1595 | loss: 0.0311516 | val_loss: 0.0311644 | Time: 1802.38 ms [2022-03-29 15:57:44 main:574] : INFO : Epoch 1596 | loss: 0.0311503 | val_loss: 0.0311688 | Time: 1812.47 ms [2022-03-29 15:57:46 main:574] : INFO : Epoch 1597 | loss: 0.0311502 | val_loss: 0.0311656 | Time: 1803.15 ms [2022-03-29 15:57:48 main:574] : INFO : Epoch 1598 | loss: 0.03115 | val_loss: 0.0311649 | Time: 1782.16 ms [2022-03-29 15:57:49 main:574] : INFO : Epoch 1599 | loss: 0.0311501 | val_loss: 0.0311646 | Time: 1814.56 ms [2022-03-29 15:57:51 main:574] : INFO : Epoch 1600 | loss: 0.031152 | val_loss: 0.0311659 | Time: 1821.28 ms [2022-03-29 15:57:53 main:574] : INFO : Epoch 1601 | loss: 0.0311528 | val_loss: 0.0311639 | Time: 1827.48 ms [2022-03-29 15:57:55 main:574] : INFO : Epoch 1602 | loss: 0.0311518 | val_loss: 0.0311634 | Time: 1793.57 ms [2022-03-29 15:57:57 main:574] : INFO : Epoch 1603 | loss: 0.0311507 | val_loss: 0.0311631 | Time: 1779.57 ms [2022-03-29 15:57:58 main:574] : INFO : Epoch 1604 | loss: 0.0311531 | val_loss: 0.0311617 | Time: 1799.49 ms [2022-03-29 15:58:00 main:574] : INFO : Epoch 1605 | loss: 0.0311524 | val_loss: 0.0311617 | Time: 1827.56 ms [2022-03-29 15:58:02 main:574] : INFO : Epoch 1606 | loss: 0.0311513 | val_loss: 0.0311626 | Time: 1764.52 ms [2022-03-29 15:58:04 main:574] : INFO : Epoch 1607 | loss: 0.0311503 | val_loss: 0.031166 | Time: 1824.43 ms [2022-03-29 15:58:06 main:574] : INFO : Epoch 1608 | loss: 0.0311508 | val_loss: 0.0311623 | Time: 1819.13 ms [2022-03-29 15:58:08 main:574] : INFO : Epoch 1609 | loss: 0.0311506 | val_loss: 0.0311639 | Time: 1791.15 ms [2022-03-29 15:58:09 main:574] : INFO : Epoch 1610 | loss: 0.03115 | val_loss: 0.0311625 | Time: 1821.44 ms [2022-03-29 15:58:11 main:574] : INFO : Epoch 1611 | loss: 0.0311477 | val_loss: 0.0311691 | Time: 1784.47 ms [2022-03-29 15:58:13 main:574] : INFO : Epoch 1612 | loss: 0.0311494 | val_loss: 0.0311627 | Time: 1831.06 ms [2022-03-29 15:58:15 main:574] : INFO : Epoch 1613 | loss: 0.0311498 | val_loss: 0.0311615 | Time: 1812.63 ms [2022-03-29 15:58:17 main:574] : INFO : Epoch 1614 | loss: 0.0311473 | val_loss: 0.0311638 | Time: 1775.78 ms [2022-03-29 15:58:18 main:574] : INFO : Epoch 1615 | loss: 0.031148 | val_loss: 0.0311633 | Time: 1816.64 ms [2022-03-29 15:58:20 main:574] : INFO : Epoch 1616 | loss: 0.0311473 | val_loss: 0.0311611 | Time: 1761.87 ms [2022-03-29 15:58:22 main:574] : INFO : Epoch 1617 | loss: 0.0311478 | val_loss: 0.0311662 | Time: 1831.34 ms [2022-03-29 15:58:24 main:574] : INFO : Epoch 1618 | loss: 0.0311483 | val_loss: 0.0311674 | Time: 1841.36 ms [2022-03-29 15:58:26 main:574] : INFO : Epoch 1619 | loss: 0.0311478 | val_loss: 0.0311631 | Time: 1802.16 ms [2022-03-29 15:58:28 main:574] : INFO : Epoch 1620 | loss: 0.0311468 | val_loss: 0.0311628 | Time: 1824.56 ms [2022-03-29 15:58:29 main:574] : INFO : Epoch 1621 | loss: 0.0311464 | val_loss: 0.0311682 | Time: 1804.09 ms [2022-03-29 15:58:31 main:574] : INFO : Epoch 1622 | loss: 0.0311485 | val_loss: 0.0311634 | Time: 1783.41 ms [2022-03-29 15:58:33 main:574] : INFO : Epoch 1623 | loss: 0.0311488 | val_loss: 0.0311622 | Time: 1857.3 ms [2022-03-29 15:58:35 main:574] : INFO : Epoch 1624 | loss: 0.031147 | val_loss: 0.0311633 | Time: 1849.54 ms [2022-03-29 15:58:37 main:574] : INFO : Epoch 1625 | loss: 0.0311464 | val_loss: 0.0311625 | Time: 1805.19 ms [2022-03-29 15:58:39 main:574] : INFO : Epoch 1626 | loss: 0.0311482 | val_loss: 0.0311606 | Time: 1768.92 ms [2022-03-29 15:58:40 main:574] : INFO : Epoch 1627 | loss: 0.0311477 | val_loss: 0.0311624 | Time: 1793.09 ms [2022-03-29 15:58:42 main:574] : INFO : Epoch 1628 | loss: 0.0311457 | val_loss: 0.0311622 | Time: 1820.82 ms [2022-03-29 15:58:44 main:574] : INFO : Epoch 1629 | loss: 0.0311462 | val_loss: 0.0311603 | Time: 1817.58 ms [2022-03-29 15:58:46 main:574] : INFO : Epoch 1630 | loss: 0.0311449 | val_loss: 0.0311614 | Time: 1823.55 ms [2022-03-29 15:58:48 main:574] : INFO : Epoch 1631 | loss: 0.031148 | val_loss: 0.031162 | Time: 1776.94 ms [2022-03-29 15:58:49 main:574] : INFO : Epoch 1632 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1792.89 ms [2022-03-29 15:58:51 main:574] : INFO : Epoch 1633 | loss: 0.0311479 | val_loss: 0.0311591 | Time: 1797.86 ms [2022-03-29 15:58:53 main:574] : INFO : Epoch 1634 | loss: 0.0311475 | val_loss: 0.0311588 | Time: 1825.02 ms [2022-03-29 15:58:55 main:574] : INFO : Epoch 1635 | loss: 0.0311457 | val_loss: 0.0311583 | Time: 1791.4 ms [2022-03-29 15:58:57 main:574] : INFO : Epoch 1636 | loss: 0.0311448 | val_loss: 0.0311611 | Time: 1836.08 ms [2022-03-29 15:58:58 main:574] : INFO : Epoch 1637 | loss: 0.0311451 | val_loss: 0.03116 | Time: 1783.94 ms [2022-03-29 15:59:00 main:574] : INFO : Epoch 1638 | loss: 0.0311475 | val_loss: 0.0311619 | Time: 1837.26 ms [2022-03-29 15:59:02 main:574] : INFO : Epoch 1639 | loss: 0.0311468 | val_loss: 0.031163 | Time: 1805.6 ms [2022-03-29 15:59:04 main:574] : INFO : Epoch 1640 | loss: 0.0311449 | val_loss: 0.03116 | Time: 1867.56 ms [2022-03-29 15:59:06 main:574] : INFO : Epoch 1641 | loss: 0.0311433 | val_loss: 0.0311596 | Time: 1825.93 ms [2022-03-29 15:59:08 main:574] : INFO : Epoch 1642 | loss: 0.0311431 | val_loss: 0.0311606 | Time: 1825.13 ms [2022-03-29 15:59:10 main:574] : INFO : Epoch 1643 | loss: 0.031143 | val_loss: 0.0311605 | Time: 1770.23 ms [2022-03-29 15:59:11 main:574] : INFO : Epoch 1644 | loss: 0.0311418 | val_loss: 0.0311612 | Time: 1797.37 ms [2022-03-29 15:59:13 main:574] : INFO : Epoch 1645 | loss: 0.0311425 | val_loss: 0.0311588 | Time: 1793.06 ms [2022-03-29 15:59:15 main:574] : INFO : Epoch 1646 | loss: 0.0311442 | val_loss: 0.0311647 | Time: 1802.96 ms [2022-03-29 15:59:17 main:574] : INFO : Epoch 1647 | loss: 0.0311451 | val_loss: 0.0311594 | Time: 1811.96 ms [2022-03-29 15:59:19 main:574] : INFO : Epoch 1648 | loss: 0.0311444 | val_loss: 0.0311624 | Time: 1790.93 ms [2022-03-29 15:59:20 main:574] : INFO : Epoch 1649 | loss: 0.0311451 | val_loss: 0.031161 | Time: 1801.27 ms [2022-03-29 15:59:22 main:574] : INFO : Epoch 1650 | loss: 0.0311432 | val_loss: 0.0311622 | Time: 1814.73 ms [2022-03-29 15:59:24 main:574] : INFO : Epoch 1651 | loss: 0.0311417 | val_loss: 0.0311622 | Time: 1800.82 ms [2022-03-29 15:59:26 main:574] : INFO : Epoch 1652 | loss: 0.0311431 | val_loss: 0.0311646 | Time: 1791.28 ms [2022-03-29 15:59:28 main:574] : INFO : Epoch 1653 | loss: 0.031144 | val_loss: 0.0311643 | Time: 1772.45 ms [2022-03-29 15:59:29 main:574] : INFO : Epoch 1654 | loss: 0.0311442 | val_loss: 0.031165 | Time: 1798.66 ms [2022-03-29 15:59:31 main:574] : INFO : Epoch 1655 | loss: 0.0311441 | val_loss: 0.0311673 | Time: 1800.52 ms [2022-03-29 15:59:33 main:574] : INFO : Epoch 1656 | loss: 0.0311436 | val_loss: 0.0311654 | Time: 1803.81 ms [2022-03-29 15:59:35 main:574] : INFO : Epoch 1657 | loss: 0.031144 | val_loss: 0.0311684 | Time: 1824.56 ms [2022-03-29 15:59:37 main:574] : INFO : Epoch 1658 | loss: 0.0311436 | val_loss: 0.031161 | Time: 1824.82 ms [2022-03-29 15:59:39 main:574] : INFO : Epoch 1659 | loss: 0.0311411 | val_loss: 0.0311626 | Time: 1770.64 ms [2022-03-29 15:59:40 main:574] : INFO : Epoch 1660 | loss: 0.0311415 | val_loss: 0.031164 | Time: 1794.71 ms [2022-03-29 15:59:42 main:574] : INFO : Epoch 1661 | loss: 0.0311432 | val_loss: 0.0311625 | Time: 1785.24 ms [2022-03-29 15:59:44 main:574] : INFO : Epoch 1662 | loss: 0.0311418 | val_loss: 0.0311629 | Time: 1815.93 ms [2022-03-29 15:59:46 main:574] : INFO : Epoch 1663 | loss: 0.031143 | val_loss: 0.0311629 | Time: 1814.9 ms [2022-03-29 15:59:48 main:574] : INFO : Epoch 1664 | loss: 0.0311409 | val_loss: 0.0311627 | Time: 1793.95 ms [2022-03-29 15:59:49 main:574] : INFO : Epoch 1665 | loss: 0.0311407 | val_loss: 0.0311615 | Time: 1795.33 ms [2022-03-29 15:59:51 main:574] : INFO : Epoch 1666 | loss: 0.0311428 | val_loss: 0.0311605 | Time: 1798.89 ms [2022-03-29 15:59:53 main:574] : INFO : Epoch 1667 | loss: 0.0311421 | val_loss: 0.031165 | Time: 1822.95 ms [2022-03-29 15:59:55 main:574] : INFO : Epoch 1668 | loss: 0.0311408 | val_loss: 0.0311594 | Time: 1795.73 ms [2022-03-29 15:59:57 main:574] : INFO : Epoch 1669 | loss: 0.03114 | val_loss: 0.0311606 | Time: 1807.42 ms [2022-03-29 15:59:58 main:574] : INFO : Epoch 1670 | loss: 0.0311402 | val_loss: 0.0311613 | Time: 1782.86 ms [2022-03-29 16:00:00 main:574] : INFO : Epoch 1671 | loss: 0.0311422 | val_loss: 0.0311626 | Time: 1825.31 ms [2022-03-29 16:00:02 main:574] : INFO : Epoch 1672 | loss: 0.0311429 | val_loss: 0.0311585 | Time: 1782.99 ms [2022-03-29 16:00:04 main:574] : INFO : Epoch 1673 | loss: 0.0311436 | val_loss: 0.0311639 | Time: 1808.41 ms [2022-03-29 16:00:06 main:574] : INFO : Epoch 1674 | loss: 0.031142 | val_loss: 0.0311585 | Time: 1799.79 ms [2022-03-29 16:00:08 main:574] : INFO : Epoch 1675 | loss: 0.0311421 | val_loss: 0.0311621 | Time: 1794.27 ms [2022-03-29 16:00:09 main:574] : INFO : Epoch 1676 | loss: 0.0311457 | val_loss: 0.0311581 | Time: 1797.93 ms [2022-03-29 16:00:11 main:574] : INFO : Epoch 1677 | loss: 0.0311428 | val_loss: 0.0311604 | Time: 1803.46 ms [2022-03-29 16:00:13 main:574] : INFO : Epoch 1678 | loss: 0.0311429 | val_loss: 0.0311597 | Time: 1806.01 ms [2022-03-29 16:00:15 main:574] : INFO : Epoch 1679 | loss: 0.0311398 | val_loss: 0.0311595 | Time: 1833.68 ms [2022-03-29 16:00:17 main:574] : INFO : Epoch 1680 | loss: 0.0311417 | val_loss: 0.0311569 | Time: 1769.55 ms [2022-03-29 16:00:18 main:574] : INFO : Epoch 1681 | loss: 0.0311434 | val_loss: 0.0311659 | Time: 1821.77 ms [2022-03-29 16:00:20 main:574] : INFO : Epoch 1682 | loss: 0.0311434 | val_loss: 0.0311576 | Time: 1812.36 ms [2022-03-29 16:00:22 main:574] : INFO : Epoch 1683 | loss: 0.0311412 | val_loss: 0.0311596 | Time: 1800.79 ms [2022-03-29 16:00:24 main:574] : INFO : Epoch 1684 | loss: 0.031141 | val_loss: 0.0311571 | Time: 1795.72 ms [2022-03-29 16:00:26 main:574] : INFO : Epoch 1685 | loss: 0.0311398 | val_loss: 0.0311614 | Time: 1816.96 ms [2022-03-29 16:00:28 main:574] : INFO : Epoch 1686 | loss: 0.0311397 | val_loss: 0.0311637 | Time: 1794 ms [2022-03-29 16:00:29 main:574] : INFO : Epoch 1687 | loss: 0.0311407 | val_loss: 0.03116 | Time: 1811.69 ms [2022-03-29 16:00:31 main:574] : INFO : Epoch 1688 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 1807.8 ms [2022-03-29 16:00:33 main:574] : INFO : Epoch 1689 | loss: 0.0311412 | val_loss: 0.0311584 | Time: 1814.39 ms [2022-03-29 16:00:35 main:574] : INFO : Epoch 1690 | loss: 0.0311395 | val_loss: 0.031162 | Time: 1832.08 ms [2022-03-29 16:00:37 main:574] : INFO : Epoch 1691 | loss: 0.0311388 | val_loss: 0.0311622 | Time: 1794.07 ms [2022-03-29 16:00:39 main:574] : INFO : Epoch 1692 | loss: 0.0311404 | val_loss: 0.0311588 | Time: 1866.31 ms [2022-03-29 16:00:40 main:574] : INFO : Epoch 1693 | loss: 0.0311415 | val_loss: 0.0311617 | Time: 1791.2 ms [2022-03-29 16:00:42 main:574] : INFO : Epoch 1694 | loss: 0.0311399 | val_loss: 0.0311654 | Time: 1789.08 ms [2022-03-29 16:00:44 main:574] : INFO : Epoch 1695 | loss: 0.0311389 | val_loss: 0.0311623 | Time: 1817.3 ms [2022-03-29 16:00:46 main:574] : INFO : Epoch 1696 | loss: 0.0311378 | val_loss: 0.0311598 | Time: 1786.27 ms [2022-03-29 16:00:48 main:574] : INFO : Epoch 1697 | loss: 0.0311384 | val_loss: 0.0311636 | Time: 1825.54 ms [2022-03-29 16:00:49 main:574] : INFO : Epoch 1698 | loss: 0.0311379 | val_loss: 0.031162 | Time: 1811.73 ms [2022-03-29 16:00:51 main:574] : INFO : Epoch 1699 | loss: 0.0311385 | val_loss: 0.0311632 | Time: 1810.23 ms [2022-03-29 16:00:53 main:574] : INFO : Epoch 1700 | loss: 0.0311419 | val_loss: 0.0311594 | Time: 1834.55 ms [2022-03-29 16:00:55 main:574] : INFO : Epoch 1701 | loss: 0.03114 | val_loss: 0.031158 | Time: 1879.16 ms [2022-03-29 16:00:57 main:574] : INFO : Epoch 1702 | loss: 0.0311413 | val_loss: 0.031166 | Time: 1810.1 ms [2022-03-29 16:00:59 main:574] : INFO : Epoch 1703 | loss: 0.0311414 | val_loss: 0.03116 | Time: 1823.56 ms [2022-03-29 16:01:00 main:574] : INFO : Epoch 1704 | loss: 0.0311396 | val_loss: 0.0311641 | Time: 1795.5 ms [2022-03-29 16:01:02 main:574] : INFO : Epoch 1705 | loss: 0.0311401 | val_loss: 0.0311607 | Time: 1868.19 ms [2022-03-29 16:01:04 main:574] : INFO : Epoch 1706 | loss: 0.0311387 | val_loss: 0.0311578 | Time: 1776.31 ms [2022-03-29 16:01:06 main:574] : INFO : Epoch 1707 | loss: 0.0311401 | val_loss: 0.0311593 | Time: 1784.98 ms [2022-03-29 16:01:08 main:574] : INFO : Epoch 1708 | loss: 0.0311409 | val_loss: 0.0311622 | Time: 1804.9 ms [2022-03-29 16:01:10 main:574] : INFO : Epoch 1709 | loss: 0.0311385 | val_loss: 0.0311604 | Time: 1845.42 ms [2022-03-29 16:01:11 main:574] : INFO : Epoch 1710 | loss: 0.0311399 | val_loss: 0.0311783 | Time: 1794.13 ms [2022-03-29 16:01:13 main:574] : INFO : Epoch 1711 | loss: 0.0311428 | val_loss: 0.0311613 | Time: 1794.9 ms [2022-03-29 16:01:15 main:574] : INFO : Epoch 1712 | loss: 0.0311384 | val_loss: 0.0311626 | Time: 1818.57 ms [2022-03-29 16:01:17 main:574] : INFO : Epoch 1713 | loss: 0.0311399 | val_loss: 0.0311611 | Time: 1811.05 ms [2022-03-29 16:01:19 main:574] : INFO : Epoch 1714 | loss: 0.03114 | val_loss: 0.0311569 | Time: 1800.34 ms [2022-03-29 16:01:21 main:574] : INFO : Epoch 1715 | loss: 0.0311396 | val_loss: 0.0311581 | Time: 1786.58 ms [2022-03-29 16:01:22 main:574] : INFO : Epoch 1716 | loss: 0.0311388 | val_loss: 0.031163 | Time: 1824.02 ms [2022-03-29 16:01:24 main:574] : INFO : Epoch 1717 | loss: 0.0311409 | val_loss: 0.0311628 | Time: 1785.98 ms [2022-03-29 16:01:26 main:574] : INFO : Epoch 1718 | loss: 0.0311402 | val_loss: 0.0311591 | Time: 1793.98 ms [2022-03-29 16:01:28 main:574] : INFO : Epoch 1719 | loss: 0.0311405 | val_loss: 0.0311578 | Time: 1773.58 ms [2022-03-29 16:01:30 main:574] : INFO : Epoch 1720 | loss: 0.0311397 | val_loss: 0.0311613 | Time: 1783.86 ms [2022-03-29 16:01:31 main:574] : INFO : Epoch 1721 | loss: 0.0311384 | val_loss: 0.0311601 | Time: 1803.63 ms [2022-03-29 16:01:33 main:574] : INFO : Epoch 1722 | loss: 0.0311389 | val_loss: 0.0311616 | Time: 1837.58 ms [2022-03-29 16:01:35 main:574] : INFO : Epoch 1723 | loss: 0.0311384 | val_loss: 0.0311561 | Time: 1824.74 ms [2022-03-29 16:01:37 main:574] : INFO : Epoch 1724 | loss: 0.0311401 | val_loss: 0.0311548 | Time: 1805.71 ms [2022-03-29 16:01:39 main:574] : INFO : Epoch 1725 | loss: 0.0311383 | val_loss: 0.0311604 | Time: 1824.69 ms [2022-03-29 16:01:41 main:574] : INFO : Epoch 1726 | loss: 0.031141 | val_loss: 0.0311629 | Time: 1820.41 ms [2022-03-29 16:01:42 main:574] : INFO : Epoch 1727 | loss: 0.0311429 | val_loss: 0.0311583 | Time: 1799.21 ms [2022-03-29 16:01:44 main:574] : INFO : Epoch 1728 | loss: 0.0311458 | val_loss: 0.0311588 | Time: 1811.56 ms [2022-03-29 16:01:46 main:574] : INFO : Epoch 1729 | loss: 0.0311465 | val_loss: 0.0311589 | Time: 1790.11 ms [2022-03-29 16:01:48 main:574] : INFO : Epoch 1730 | loss: 0.0311459 | val_loss: 0.0311647 | Time: 1793.02 ms [2022-03-29 16:01:50 main:574] : INFO : Epoch 1731 | loss: 0.0311446 | val_loss: 0.0311578 | Time: 1784.14 ms [2022-03-29 16:01:51 main:574] : INFO : Epoch 1732 | loss: 0.0311419 | val_loss: 0.0311637 | Time: 1782.02 ms [2022-03-29 16:01:53 main:574] : INFO : Epoch 1733 | loss: 0.0311428 | val_loss: 0.0311638 | Time: 1824.74 ms [2022-03-29 16:01:55 main:574] : INFO : Epoch 1734 | loss: 0.0311418 | val_loss: 0.0311587 | Time: 1774.32 ms [2022-03-29 16:01:57 main:574] : INFO : Epoch 1735 | loss: 0.0311452 | val_loss: 0.0311607 | Time: 1812.74 ms [2022-03-29 16:01:59 main:574] : INFO : Epoch 1736 | loss: 0.0311439 | val_loss: 0.0311568 | Time: 1834.79 ms [2022-03-29 16:02:01 main:574] : INFO : Epoch 1737 | loss: 0.0311465 | val_loss: 0.0311751 | Time: 1816.77 ms [2022-03-29 16:02:02 main:574] : INFO : Epoch 1738 | loss: 0.0311599 | val_loss: 0.0311637 | Time: 1812.92 ms [2022-03-29 16:02:04 main:574] : INFO : Epoch 1739 | loss: 0.0311561 | val_loss: 0.0311573 | Time: 1792.76 ms [2022-03-29 16:02:06 main:574] : INFO : Epoch 1740 | loss: 0.0311539 | val_loss: 0.0311638 | Time: 1810.92 ms [2022-03-29 16:02:08 main:574] : INFO : Epoch 1741 | loss: 0.0311515 | val_loss: 0.0311551 | Time: 1805.36 ms [2022-03-29 16:02:10 main:574] : INFO : Epoch 1742 | loss: 0.031146 | val_loss: 0.0311556 | Time: 1839.83 ms [2022-03-29 16:02:12 main:574] : INFO : Epoch 1743 | loss: 0.0311441 | val_loss: 0.0311588 | Time: 1812.68 ms [2022-03-29 16:02:13 main:574] : INFO : Epoch 1744 | loss: 0.031144 | val_loss: 0.0311547 | Time: 1806.61 ms [2022-03-29 16:02:15 main:574] : INFO : Epoch 1745 | loss: 0.0311412 | val_loss: 0.0311561 | Time: 1857.55 ms [2022-03-29 16:02:17 main:574] : INFO : Epoch 1746 | loss: 0.0311394 | val_loss: 0.0311535 | Time: 1817.04 ms [2022-03-29 16:02:19 main:574] : INFO : Epoch 1747 | loss: 0.0311397 | val_loss: 0.0311555 | Time: 1791.73 ms [2022-03-29 16:02:21 main:574] : INFO : Epoch 1748 | loss: 0.0311398 | val_loss: 0.0311551 | Time: 1825.31 ms [2022-03-29 16:02:23 main:574] : INFO : Epoch 1749 | loss: 0.0311408 | val_loss: 0.0311561 | Time: 1796.25 ms [2022-03-29 16:02:24 main:574] : INFO : Epoch 1750 | loss: 0.0311419 | val_loss: 0.0311564 | Time: 1760.74 ms [2022-03-29 16:02:26 main:574] : INFO : Epoch 1751 | loss: 0.0311415 | val_loss: 0.0311562 | Time: 1776.39 ms [2022-03-29 16:02:28 main:574] : INFO : Epoch 1752 | loss: 0.0311391 | val_loss: 0.0311556 | Time: 1824.9 ms [2022-03-29 16:02:30 main:574] : INFO : Epoch 1753 | loss: 0.0311395 | val_loss: 0.0311585 | Time: 1764.44 ms [2022-03-29 16:02:32 main:574] : INFO : Epoch 1754 | loss: 0.0311401 | val_loss: 0.0311604 | Time: 1832.48 ms [2022-03-29 16:02:33 main:574] : INFO : Epoch 1755 | loss: 0.03114 | val_loss: 0.0311568 | Time: 1792.18 ms [2022-03-29 16:02:35 main:574] : INFO : Epoch 1756 | loss: 0.0311382 | val_loss: 0.0311558 | Time: 1830.66 ms [2022-03-29 16:02:37 main:574] : INFO : Epoch 1757 | loss: 0.0311369 | val_loss: 0.0311588 | Time: 1801.19 ms [2022-03-29 16:02:39 main:574] : INFO : Epoch 1758 | loss: 0.0311358 | val_loss: 0.0311555 | Time: 1805.75 ms [2022-03-29 16:02:41 main:574] : INFO : Epoch 1759 | loss: 0.0311345 | val_loss: 0.0311553 | Time: 1819.19 ms [2022-03-29 16:02:43 main:574] : INFO : Epoch 1760 | loss: 0.0311339 | val_loss: 0.0311542 | Time: 1844.79 ms [2022-03-29 16:02:44 main:574] : INFO : Epoch 1761 | loss: 0.0311344 | val_loss: 0.0311561 | Time: 1824.81 ms [2022-03-29 16:02:46 main:574] : INFO : Epoch 1762 | loss: 0.0311326 | val_loss: 0.0311528 | Time: 1815.68 ms [2022-03-29 16:02:48 main:574] : INFO : Epoch 1763 | loss: 0.0311324 | val_loss: 0.0311525 | Time: 1810.17 ms [2022-03-29 16:02:50 main:574] : INFO : Epoch 1764 | loss: 0.031133 | val_loss: 0.0311542 | Time: 1821.5 ms [2022-03-29 16:02:52 main:574] : INFO : Epoch 1765 | loss: 0.0311347 | val_loss: 0.0311595 | Time: 1834.69 ms [2022-03-29 16:02:54 main:574] : INFO : Epoch 1766 | loss: 0.0311372 | val_loss: 0.0311582 | Time: 1806.75 ms [2022-03-29 16:02:55 main:574] : INFO : Epoch 1767 | loss: 0.0311371 | val_loss: 0.0311583 | Time: 1790.8 ms [2022-03-29 16:02:57 main:574] : INFO : Epoch 1768 | loss: 0.0311358 | val_loss: 0.0311551 | Time: 1795.09 ms [2022-03-29 16:02:59 main:574] : INFO : Epoch 1769 | loss: 0.0311345 | val_loss: 0.0311607 | Time: 1806.66 ms [2022-03-29 16:03:01 main:574] : INFO : Epoch 1770 | loss: 0.031135 | val_loss: 0.031156 | Time: 1811.97 ms [2022-03-29 16:03:03 main:574] : INFO : Epoch 1771 | loss: 0.0311371 | val_loss: 0.0311602 | Time: 1797.94 ms [2022-03-29 16:03:04 main:574] : INFO : Epoch 1772 | loss: 0.031137 | val_loss: 0.0311572 | Time: 1827.75 ms [2022-03-29 16:03:06 main:574] : INFO : Epoch 1773 | loss: 0.0311338 | val_loss: 0.0311532 | Time: 1826.22 ms [2022-03-29 16:03:08 main:574] : INFO : Epoch 1774 | loss: 0.0311343 | val_loss: 0.0311522 | Time: 1790.3 ms [2022-03-29 16:03:10 main:574] : INFO : Epoch 1775 | loss: 0.0311355 | val_loss: 0.031157 | Time: 1775.48 ms [2022-03-29 16:03:12 main:574] : INFO : Epoch 1776 | loss: 0.0311391 | val_loss: 0.0311573 | Time: 1827.58 ms [2022-03-29 16:03:14 main:574] : INFO : Epoch 1777 | loss: 0.0311377 | val_loss: 0.0311665 | Time: 1833.52 ms [2022-03-29 16:03:15 main:574] : INFO : Epoch 1778 | loss: 0.0311402 | val_loss: 0.0311574 | Time: 1788.12 ms [2022-03-29 16:03:17 main:574] : INFO : Epoch 1779 | loss: 0.031142 | val_loss: 0.0311552 | Time: 1803.44 ms [2022-03-29 16:03:19 main:574] : INFO : Epoch 1780 | loss: 0.0311384 | val_loss: 0.0311621 | Time: 1760.38 ms [2022-03-29 16:03:21 main:574] : INFO : Epoch 1781 | loss: 0.0311373 | val_loss: 0.0311533 | Time: 1778.51 ms [2022-03-29 16:03:23 main:574] : INFO : Epoch 1782 | loss: 0.0311363 | val_loss: 0.0311527 | Time: 1813.48 ms [2022-03-29 16:03:24 main:574] : INFO : Epoch 1783 | loss: 0.0311339 | val_loss: 0.0311548 | Time: 1824.14 ms [2022-03-29 16:03:26 main:574] : INFO : Epoch 1784 | loss: 0.0311333 | val_loss: 0.0311562 | Time: 1795.71 ms [2022-03-29 16:03:28 main:574] : INFO : Epoch 1785 | loss: 0.0311323 | val_loss: 0.0311551 | Time: 1833.69 ms [2022-03-29 16:03:30 main:574] : INFO : Epoch 1786 | loss: 0.0311316 | val_loss: 0.0311564 | Time: 1805.94 ms [2022-03-29 16:03:32 main:574] : INFO : Epoch 1787 | loss: 0.0311324 | val_loss: 0.0311546 | Time: 1808.82 ms [2022-03-29 16:03:34 main:574] : INFO : Epoch 1788 | loss: 0.031131 | val_loss: 0.0311564 | Time: 1820.22 ms [2022-03-29 16:03:35 main:574] : INFO : Epoch 1789 | loss: 0.0311343 | val_loss: 0.0311586 | Time: 1773.47 ms [2022-03-29 16:03:37 main:574] : INFO : Epoch 1790 | loss: 0.031136 | val_loss: 0.0311576 | Time: 1786.98 ms [2022-03-29 16:03:39 main:574] : INFO : Epoch 1791 | loss: 0.0311351 | val_loss: 0.0311531 | Time: 1786.66 ms [2022-03-29 16:03:41 main:574] : INFO : Epoch 1792 | loss: 0.031136 | val_loss: 0.0311527 | Time: 1840.82 ms [2022-03-29 16:03:43 main:574] : INFO : Epoch 1793 | loss: 0.0311334 | val_loss: 0.0311554 | Time: 1780.68 ms [2022-03-29 16:03:44 main:574] : INFO : Epoch 1794 | loss: 0.0311303 | val_loss: 0.0311506 | Time: 1790.26 ms [2022-03-29 16:03:46 main:574] : INFO : Epoch 1795 | loss: 0.0311289 | val_loss: 0.0311545 | Time: 1827.22 ms [2022-03-29 16:03:48 main:574] : INFO : Epoch 1796 | loss: 0.0311282 | val_loss: 0.0311543 | Time: 1821.94 ms [2022-03-29 16:03:50 main:574] : INFO : Epoch 1797 | loss: 0.0311308 | val_loss: 0.0311515 | Time: 1835.72 ms [2022-03-29 16:03:52 main:574] : INFO : Epoch 1798 | loss: 0.0311294 | val_loss: 0.0311665 | Time: 1810.13 ms [2022-03-29 16:03:54 main:574] : INFO : Epoch 1799 | loss: 0.0311572 | val_loss: 0.0311668 | Time: 1793.75 ms [2022-03-29 16:03:55 main:574] : INFO : Epoch 1800 | loss: 0.0311567 | val_loss: 0.0311675 | Time: 1829.16 ms [2022-03-29 16:03:57 main:574] : INFO : Epoch 1801 | loss: 0.0311521 | val_loss: 0.0311665 | Time: 1778.39 ms [2022-03-29 16:03:59 main:574] : INFO : Epoch 1802 | loss: 0.0311503 | val_loss: 0.0311627 | Time: 1797.09 ms [2022-03-29 16:04:01 main:574] : INFO : Epoch 1803 | loss: 0.0311477 | val_loss: 0.031159 | Time: 1813.88 ms [2022-03-29 16:04:03 main:574] : INFO : Epoch 1804 | loss: 0.0311454 | val_loss: 0.0311594 | Time: 1809.99 ms [2022-03-29 16:04:05 main:574] : INFO : Epoch 1805 | loss: 0.0311465 | val_loss: 0.0311656 | Time: 1837.05 ms [2022-03-29 16:04:06 main:574] : INFO : Epoch 1806 | loss: 0.031145 | val_loss: 0.0311613 | Time: 1783.2 ms [2022-03-29 16:04:08 main:574] : INFO : Epoch 1807 | loss: 0.0311425 | val_loss: 0.0311588 | Time: 1827.44 ms [2022-03-29 16:04:10 main:574] : INFO : Epoch 1808 | loss: 0.0311453 | val_loss: 0.0311633 | Time: 1803.53 ms [2022-03-29 16:04:12 main:574] : INFO : Epoch 1809 | loss: 0.031145 | val_loss: 0.0311604 | Time: 1826.1 ms [2022-03-29 16:04:14 main:574] : INFO : Epoch 1810 | loss: 0.031142 | val_loss: 0.0311613 | Time: 1793.56 ms [2022-03-29 16:04:15 main:574] : INFO : Epoch 1811 | loss: 0.0311419 | val_loss: 0.0311628 | Time: 1776.63 ms [2022-03-29 16:04:17 main:574] : INFO : Epoch 1812 | loss: 0.0311393 | val_loss: 0.0311601 | Time: 1841.6 ms [2022-03-29 16:04:19 main:574] : INFO : Epoch 1813 | loss: 0.0311377 | val_loss: 0.0311598 | Time: 1818.3 ms [2022-03-29 16:04:21 main:574] : INFO : Epoch 1814 | loss: 0.0311366 | val_loss: 0.0311599 | Time: 1832.75 ms [2022-03-29 16:04:23 main:574] : INFO : Epoch 1815 | loss: 0.0311363 | val_loss: 0.0311587 | Time: 1767.72 ms [2022-03-29 16:04:25 main:574] : INFO : Epoch 1816 | loss: 0.0311343 | val_loss: 0.0311561 | Time: 1826.64 ms [2022-03-29 16:04:26 main:574] : INFO : Epoch 1817 | loss: 0.031135 | val_loss: 0.0311603 | Time: 1788.99 ms [2022-03-29 16:04:28 main:574] : INFO : Epoch 1818 | loss: 0.0311352 | val_loss: 0.0311618 | Time: 1795.21 ms [2022-03-29 16:04:30 main:574] : INFO : Epoch 1819 | loss: 0.0311359 | val_loss: 0.0311574 | Time: 1846.25 ms [2022-03-29 16:04:32 main:574] : INFO : Epoch 1820 | loss: 0.031137 | val_loss: 0.0311509 | Time: 1790.61 ms [2022-03-29 16:04:34 main:574] : INFO : Epoch 1821 | loss: 0.0311481 | val_loss: 0.0311537 | Time: 1801 ms [2022-03-29 16:04:35 main:574] : INFO : Epoch 1822 | loss: 0.031147 | val_loss: 0.0311527 | Time: 1775.33 ms [2022-03-29 16:04:37 main:574] : INFO : Epoch 1823 | loss: 0.0311454 | val_loss: 0.0311516 | Time: 1852.93 ms [2022-03-29 16:04:39 main:574] : INFO : Epoch 1824 | loss: 0.0311442 | val_loss: 0.0311525 | Time: 1826.92 ms [2022-03-29 16:04:41 main:574] : INFO : Epoch 1825 | loss: 0.0311465 | val_loss: 0.0311613 | Time: 1817.72 ms [2022-03-29 16:04:43 main:574] : INFO : Epoch 1826 | loss: 0.0311454 | val_loss: 0.0311545 | Time: 1804.33 ms [2022-03-29 16:04:45 main:574] : INFO : Epoch 1827 | loss: 0.0311415 | val_loss: 0.0311507 | Time: 1847.95 ms [2022-03-29 16:04:46 main:574] : INFO : Epoch 1828 | loss: 0.0311397 | val_loss: 0.0311533 | Time: 1823.11 ms [2022-03-29 16:04:48 main:574] : INFO : Epoch 1829 | loss: 0.0311405 | val_loss: 0.0311545 | Time: 1812.65 ms [2022-03-29 16:04:50 main:574] : INFO : Epoch 1830 | loss: 0.031141 | val_loss: 0.0311524 | Time: 1790.2 ms [2022-03-29 16:04:52 main:574] : INFO : Epoch 1831 | loss: 0.0311408 | val_loss: 0.0311579 | Time: 1815.93 ms [2022-03-29 16:04:54 main:574] : INFO : Epoch 1832 | loss: 0.031137 | val_loss: 0.0311562 | Time: 1799.79 ms [2022-03-29 16:04:56 main:574] : INFO : Epoch 1833 | loss: 0.0311357 | val_loss: 0.0311508 | Time: 1794.89 ms [2022-03-29 16:04:57 main:574] : INFO : Epoch 1834 | loss: 0.0311338 | val_loss: 0.0311525 | Time: 1792.72 ms [2022-03-29 16:04:59 main:574] : INFO : Epoch 1835 | loss: 0.0311351 | val_loss: 0.0311525 | Time: 1806.36 ms [2022-03-29 16:05:01 main:574] : INFO : Epoch 1836 | loss: 0.0311321 | val_loss: 0.0311503 | Time: 1795.74 ms [2022-03-29 16:05:03 main:574] : INFO : Epoch 1837 | loss: 0.0311319 | val_loss: 0.0311506 | Time: 1821.92 ms [2022-03-29 16:05:05 main:574] : INFO : Epoch 1838 | loss: 0.0311314 | val_loss: 0.031151 | Time: 1792.62 ms [2022-03-29 16:05:06 main:574] : INFO : Epoch 1839 | loss: 0.0311295 | val_loss: 0.0311521 | Time: 1809.77 ms [2022-03-29 16:05:08 main:574] : INFO : Epoch 1840 | loss: 0.0311291 | val_loss: 0.0311552 | Time: 1810.43 ms [2022-03-29 16:05:10 main:574] : INFO : Epoch 1841 | loss: 0.0311309 | val_loss: 0.0311463 | Time: 1816.09 ms [2022-03-29 16:05:12 main:574] : INFO : Epoch 1842 | loss: 0.0311298 | val_loss: 0.0311478 | Time: 1795.19 ms [2022-03-29 16:05:14 main:574] : INFO : Epoch 1843 | loss: 0.0311319 | val_loss: 0.0311538 | Time: 1824.29 ms [2022-03-29 16:05:16 main:574] : INFO : Epoch 1844 | loss: 0.0311326 | val_loss: 0.0311501 | Time: 1806.93 ms [2022-03-29 16:05:18 main:574] : INFO : Epoch 1845 | loss: 0.0311295 | val_loss: 0.031151 | Time: 1887.57 ms [2022-03-29 16:05:19 main:574] : INFO : Epoch 1846 | loss: 0.0311282 | val_loss: 0.031149 | Time: 1826.34 ms [2022-03-29 16:05:21 main:574] : INFO : Epoch 1847 | loss: 0.0311274 | val_loss: 0.0311502 | Time: 1817.77 ms [2022-03-29 16:05:23 main:574] : INFO : Epoch 1848 | loss: 0.0311303 | val_loss: 0.0311556 | Time: 1848.79 ms [2022-03-29 16:05:25 main:574] : INFO : Epoch 1849 | loss: 0.0311359 | val_loss: 0.031148 | Time: 1813.69 ms [2022-03-29 16:05:27 main:574] : INFO : Epoch 1850 | loss: 0.0311311 | val_loss: 0.03115 | Time: 1786.68 ms [2022-03-29 16:05:28 main:574] : INFO : Epoch 1851 | loss: 0.0311308 | val_loss: 0.0311481 | Time: 1766.97 ms [2022-03-29 16:05:30 main:574] : INFO : Epoch 1852 | loss: 0.0311312 | val_loss: 0.031151 | Time: 1843.33 ms [2022-03-29 16:05:32 main:574] : INFO : Epoch 1853 | loss: 0.0311297 | val_loss: 0.0311471 | Time: 1779.78 ms [2022-03-29 16:05:34 main:574] : INFO : Epoch 1854 | loss: 0.0311292 | val_loss: 0.0311464 | Time: 1793.79 ms [2022-03-29 16:05:36 main:574] : INFO : Epoch 1855 | loss: 0.0311283 | val_loss: 0.0311455 | Time: 1839.76 ms [2022-03-29 16:05:38 main:574] : INFO : Epoch 1856 | loss: 0.0311269 | val_loss: 0.0311507 | Time: 1802.09 ms [2022-03-29 16:05:39 main:574] : INFO : Epoch 1857 | loss: 0.0311295 | val_loss: 0.0311551 | Time: 1827.7 ms [2022-03-29 16:05:41 main:574] : INFO : Epoch 1858 | loss: 0.0311266 | val_loss: 0.0311505 | Time: 1864.1 ms [2022-03-29 16:05:43 main:574] : INFO : Epoch 1859 | loss: 0.031127 | val_loss: 0.0311515 | Time: 1809.85 ms [2022-03-29 16:05:45 main:574] : INFO : Epoch 1860 | loss: 0.0311262 | val_loss: 0.0311529 | Time: 1832.06 ms [2022-03-29 16:05:47 main:574] : INFO : Epoch 1861 | loss: 0.0311256 | val_loss: 0.0311493 | Time: 1783.46 ms [2022-03-29 16:05:49 main:574] : INFO : Epoch 1862 | loss: 0.0311242 | val_loss: 0.0311524 | Time: 1835.16 ms [2022-03-29 16:05:50 main:574] : INFO : Epoch 1863 | loss: 0.0311248 | val_loss: 0.0311555 | Time: 1813.72 ms [2022-03-29 16:05:52 main:574] : INFO : Epoch 1864 | loss: 0.0311264 | val_loss: 0.0311463 | Time: 1851.79 ms [2022-03-29 16:05:54 main:574] : INFO : Epoch 1865 | loss: 0.0311227 | val_loss: 0.0311491 | Time: 1846.39 ms [2022-03-29 16:05:56 main:574] : INFO : Epoch 1866 | loss: 0.0311231 | val_loss: 0.031149 | Time: 1803.82 ms [2022-03-29 16:05:58 main:574] : INFO : Epoch 1867 | loss: 0.0311228 | val_loss: 0.0311482 | Time: 1868.98 ms [2022-03-29 16:06:00 main:574] : INFO : Epoch 1868 | loss: 0.031123 | val_loss: 0.0311456 | Time: 1810.89 ms [2022-03-29 16:06:01 main:574] : INFO : Epoch 1869 | loss: 0.0311237 | val_loss: 0.0311473 | Time: 1778.37 ms [2022-03-29 16:06:03 main:574] : INFO : Epoch 1870 | loss: 0.0311234 | val_loss: 0.0311468 | Time: 1803.07 ms [2022-03-29 16:06:05 main:574] : INFO : Epoch 1871 | loss: 0.0311224 | val_loss: 0.0311511 | Time: 1801.29 ms [2022-03-29 16:06:07 main:574] : INFO : Epoch 1872 | loss: 0.0311221 | val_loss: 0.0311524 | Time: 1820.27 ms [2022-03-29 16:06:09 main:574] : INFO : Epoch 1873 | loss: 0.0311218 | val_loss: 0.0311538 | Time: 1829.59 ms [2022-03-29 16:06:11 main:574] : INFO : Epoch 1874 | loss: 0.0311272 | val_loss: 0.0311509 | Time: 1802.81 ms [2022-03-29 16:06:12 main:574] : INFO : Epoch 1875 | loss: 0.0311288 | val_loss: 0.0311502 | Time: 1815.38 ms [2022-03-29 16:06:14 main:574] : INFO : Epoch 1876 | loss: 0.0311293 | val_loss: 0.0311497 | Time: 1805.29 ms [2022-03-29 16:06:16 main:574] : INFO : Epoch 1877 | loss: 0.031127 | val_loss: 0.0311476 | Time: 1792.45 ms [2022-03-29 16:06:18 main:574] : INFO : Epoch 1878 | loss: 0.0311288 | val_loss: 0.0311528 | Time: 1831.37 ms [2022-03-29 16:06:20 main:574] : INFO : Epoch 1879 | loss: 0.031128 | val_loss: 0.0311501 | Time: 1830.02 ms [2022-03-29 16:06:22 main:574] : INFO : Epoch 1880 | loss: 0.0311303 | val_loss: 0.0311652 | Time: 1831.45 ms [2022-03-29 16:06:23 main:574] : INFO : Epoch 1881 | loss: 0.0311385 | val_loss: 0.0311618 | Time: 1834.52 ms [2022-03-29 16:06:25 main:574] : INFO : Epoch 1882 | loss: 0.0311288 | val_loss: 0.0311573 | Time: 1815.48 ms [2022-03-29 16:06:27 main:574] : INFO : Epoch 1883 | loss: 0.0311342 | val_loss: 0.0311508 | Time: 1833.53 ms [2022-03-29 16:06:29 main:574] : INFO : Epoch 1884 | loss: 0.031132 | val_loss: 0.0311512 | Time: 1848.17 ms [2022-03-29 16:06:31 main:574] : INFO : Epoch 1885 | loss: 0.0311275 | val_loss: 0.031149 | Time: 1814.81 ms [2022-03-29 16:06:33 main:574] : INFO : Epoch 1886 | loss: 0.0311256 | val_loss: 0.0311545 | Time: 1799.09 ms [2022-03-29 16:06:34 main:574] : INFO : Epoch 1887 | loss: 0.0311257 | val_loss: 0.0311555 | Time: 1751.06 ms [2022-03-29 16:06:36 main:574] : INFO : Epoch 1888 | loss: 0.0311237 | val_loss: 0.0311529 | Time: 1826.65 ms [2022-03-29 16:06:38 main:574] : INFO : Epoch 1889 | loss: 0.0311241 | val_loss: 0.031149 | Time: 1818.33 ms [2022-03-29 16:06:40 main:574] : INFO : Epoch 1890 | loss: 0.031124 | val_loss: 0.0311567 | Time: 1836.12 ms [2022-03-29 16:06:42 main:574] : INFO : Epoch 1891 | loss: 0.0311326 | val_loss: 0.0311579 | Time: 1798.5 ms [2022-03-29 16:06:44 main:574] : INFO : Epoch 1892 | loss: 0.0311395 | val_loss: 0.031153 | Time: 1795.88 ms [2022-03-29 16:06:45 main:574] : INFO : Epoch 1893 | loss: 0.0311359 | val_loss: 0.0311581 | Time: 1823.54 ms [2022-03-29 16:06:47 main:574] : INFO : Epoch 1894 | loss: 0.0311334 | val_loss: 0.0311532 | Time: 1833.45 ms [2022-03-29 16:06:49 main:574] : INFO : Epoch 1895 | loss: 0.0311292 | val_loss: 0.0311517 | Time: 1812.64 ms [2022-03-29 16:06:51 main:574] : INFO : Epoch 1896 | loss: 0.0311269 | val_loss: 0.0311562 | Time: 1819.93 ms [2022-03-29 16:06:53 main:574] : INFO : Epoch 1897 | loss: 0.031129 | val_loss: 0.0311575 | Time: 1774.05 ms [2022-03-29 16:06:54 main:574] : INFO : Epoch 1898 | loss: 0.0311292 | val_loss: 0.0311534 | Time: 1788.25 ms [2022-03-29 16:06:56 main:574] : INFO : Epoch 1899 | loss: 0.0311278 | val_loss: 0.031156 | Time: 1789.98 ms [2022-03-29 16:06:58 main:574] : INFO : Epoch 1900 | loss: 0.0311258 | val_loss: 0.0311545 | Time: 1813.76 ms [2022-03-29 16:07:00 main:574] : INFO : Epoch 1901 | loss: 0.0311269 | val_loss: 0.031159 | Time: 1826.85 ms [2022-03-29 16:07:02 main:574] : INFO : Epoch 1902 | loss: 0.0311265 | val_loss: 0.0311548 | Time: 1796.61 ms [2022-03-29 16:07:04 main:574] : INFO : Epoch 1903 | loss: 0.0311268 | val_loss: 0.031156 | Time: 1800.51 ms [2022-03-29 16:07:05 main:574] : INFO : Epoch 1904 | loss: 0.0311264 | val_loss: 0.0311537 | Time: 1790.46 ms [2022-03-29 16:07:07 main:574] : INFO : Epoch 1905 | loss: 0.0311239 | val_loss: 0.03115 | Time: 1803.91 ms [2022-03-29 16:07:09 main:574] : INFO : Epoch 1906 | loss: 0.0311264 | val_loss: 0.0311532 | Time: 1805.09 ms [2022-03-29 16:07:11 main:574] : INFO : Epoch 1907 | loss: 0.0311268 | val_loss: 0.0311513 | Time: 1800.36 ms [2022-03-29 16:07:13 main:574] : INFO : Epoch 1908 | loss: 0.0311272 | val_loss: 0.031153 | Time: 1776.35 ms [2022-03-29 16:07:14 main:574] : INFO : Epoch 1909 | loss: 0.0311261 | val_loss: 0.0311516 | Time: 1779.45 ms [2022-03-29 16:07:16 main:574] : INFO : Epoch 1910 | loss: 0.0311246 | val_loss: 0.0311483 | Time: 1787.98 ms [2022-03-29 16:07:18 main:574] : INFO : Epoch 1911 | loss: 0.0311272 | val_loss: 0.0311482 | Time: 1836.88 ms [2022-03-29 16:07:20 main:574] : INFO : Epoch 1912 | loss: 0.0311268 | val_loss: 0.0311457 | Time: 1784.76 ms [2022-03-29 16:07:22 main:574] : INFO : Epoch 1913 | loss: 0.0311281 | val_loss: 0.0311511 | Time: 1770.04 ms [2022-03-29 16:07:23 main:574] : INFO : Epoch 1914 | loss: 0.0311272 | val_loss: 0.0311473 | Time: 1825.79 ms [2022-03-29 16:07:25 main:574] : INFO : Epoch 1915 | loss: 0.0311241 | val_loss: 0.031153 | Time: 1817.31 ms [2022-03-29 16:07:27 main:574] : INFO : Epoch 1916 | loss: 0.0311234 | val_loss: 0.0311514 | Time: 1789.52 ms [2022-03-29 16:07:29 main:574] : INFO : Epoch 1917 | loss: 0.0311238 | val_loss: 0.031151 | Time: 1841.42 ms [2022-03-29 16:07:31 main:574] : INFO : Epoch 1918 | loss: 0.0311227 | val_loss: 0.0311513 | Time: 1808.54 ms [2022-03-29 16:07:33 main:574] : INFO : Epoch 1919 | loss: 0.0311268 | val_loss: 0.0311516 | Time: 1838.79 ms [2022-03-29 16:07:34 main:574] : INFO : Epoch 1920 | loss: 0.0311243 | val_loss: 0.0311558 | Time: 1791.06 ms [2022-03-29 16:07:36 main:574] : INFO : Epoch 1921 | loss: 0.0311253 | val_loss: 0.031152 | Time: 1841.55 ms [2022-03-29 16:07:38 main:574] : INFO : Epoch 1922 | loss: 0.0311227 | val_loss: 0.0311532 | Time: 1833.94 ms [2022-03-29 16:07:40 main:574] : INFO : Epoch 1923 | loss: 0.0311234 | val_loss: 0.0311559 | Time: 1838.41 ms [2022-03-29 16:07:42 main:574] : INFO : Epoch 1924 | loss: 0.0311229 | val_loss: 0.0311503 | Time: 1815.45 ms [2022-03-29 16:07:44 main:574] : INFO : Epoch 1925 | loss: 0.0311249 | val_loss: 0.0311524 | Time: 1822.6 ms [2022-03-29 16:07:45 main:574] : INFO : Epoch 1926 | loss: 0.0311236 | val_loss: 0.0311494 | Time: 1798.43 ms [2022-03-29 16:07:47 main:574] : INFO : Epoch 1927 | loss: 0.0311228 | val_loss: 0.0311466 | Time: 1829.76 ms [2022-03-29 16:07:49 main:574] : INFO : Epoch 1928 | loss: 0.0311231 | val_loss: 0.0311517 | Time: 1831.18 ms [2022-03-29 16:07:51 main:574] : INFO : Epoch 1929 | loss: 0.0311252 | val_loss: 0.0311472 | Time: 1818.3 ms [2022-03-29 16:07:53 main:574] : INFO : Epoch 1930 | loss: 0.031122 | val_loss: 0.0311505 | Time: 1843.15 ms [2022-03-29 16:07:55 main:574] : INFO : Epoch 1931 | loss: 0.031121 | val_loss: 0.0311483 | Time: 1811.01 ms [2022-03-29 16:07:56 main:574] : INFO : Epoch 1932 | loss: 0.0311213 | val_loss: 0.0311486 | Time: 1785.23 ms [2022-03-29 16:07:58 main:574] : INFO : Epoch 1933 | loss: 0.0311247 | val_loss: 0.0311476 | Time: 1802.6 ms [2022-03-29 16:08:00 main:574] : INFO : Epoch 1934 | loss: 0.0311246 | val_loss: 0.0311488 | Time: 1796.52 ms [2022-03-29 16:08:02 main:574] : INFO : Epoch 1935 | loss: 0.0311225 | val_loss: 0.0311484 | Time: 1817.27 ms [2022-03-29 16:08:04 main:574] : INFO : Epoch 1936 | loss: 0.0311208 | val_loss: 0.0311506 | Time: 1832.57 ms [2022-03-29 16:08:06 main:574] : INFO : Epoch 1937 | loss: 0.03112 | val_loss: 0.0311489 | Time: 1827.93 ms [2022-03-29 16:08:07 main:574] : INFO : Epoch 1938 | loss: 0.031122 | val_loss: 0.031144 | Time: 1787.38 ms [2022-03-29 16:08:09 main:574] : INFO : Epoch 1939 | loss: 0.0311209 | val_loss: 0.0311504 | Time: 1780.2 ms [2022-03-29 16:08:11 main:574] : INFO : Epoch 1940 | loss: 0.03112 | val_loss: 0.0311438 | Time: 1821.15 ms [2022-03-29 16:08:13 main:574] : INFO : Epoch 1941 | loss: 0.0311185 | val_loss: 0.031151 | Time: 1820.19 ms [2022-03-29 16:08:15 main:574] : INFO : Epoch 1942 | loss: 0.0311239 | val_loss: 0.0311587 | Time: 1802.83 ms [2022-03-29 16:08:17 main:574] : INFO : Epoch 1943 | loss: 0.0311438 | val_loss: 0.0311552 | Time: 1827.21 ms [2022-03-29 16:08:18 main:574] : INFO : Epoch 1944 | loss: 0.0311418 | val_loss: 0.0311522 | Time: 1812.53 ms [2022-03-29 16:08:20 main:574] : INFO : Epoch 1945 | loss: 0.0311383 | val_loss: 0.0311516 | Time: 1784.32 ms [2022-03-29 16:08:22 main:574] : INFO : Epoch 1946 | loss: 0.0311355 | val_loss: 0.031151 | Time: 1839.71 ms [2022-03-29 16:08:24 main:574] : INFO : Epoch 1947 | loss: 0.0311353 | val_loss: 0.0311541 | Time: 1809.36 ms [2022-03-29 16:08:26 main:574] : INFO : Epoch 1948 | loss: 0.0311345 | val_loss: 0.0311541 | Time: 1801.66 ms [2022-03-29 16:08:27 main:574] : INFO : Epoch 1949 | loss: 0.0311337 | val_loss: 0.0311563 | Time: 1793.42 ms [2022-03-29 16:08:29 main:574] : INFO : Epoch 1950 | loss: 0.031133 | val_loss: 0.0311555 | Time: 1792.65 ms [2022-03-29 16:08:31 main:574] : INFO : Epoch 1951 | loss: 0.0311321 | val_loss: 0.0311551 | Time: 1782.58 ms [2022-03-29 16:08:33 main:574] : INFO : Epoch 1952 | loss: 0.0311293 | val_loss: 0.0311558 | Time: 1804.72 ms [2022-03-29 16:08:35 main:574] : INFO : Epoch 1953 | loss: 0.031132 | val_loss: 0.0311555 | Time: 1814.17 ms [2022-03-29 16:08:37 main:574] : INFO : Epoch 1954 | loss: 0.0311287 | val_loss: 0.0311501 | Time: 1817.74 ms [2022-03-29 16:08:38 main:574] : INFO : Epoch 1955 | loss: 0.0311284 | val_loss: 0.0311522 | Time: 1796.15 ms [2022-03-29 16:08:40 main:574] : INFO : Epoch 1956 | loss: 0.0311289 | val_loss: 0.0311528 | Time: 1760.28 ms [2022-03-29 16:08:42 main:574] : INFO : Epoch 1957 | loss: 0.0311281 | val_loss: 0.031151 | Time: 1805.26 ms [2022-03-29 16:08:44 main:574] : INFO : Epoch 1958 | loss: 0.0311256 | val_loss: 0.0311481 | Time: 1814.43 ms [2022-03-29 16:08:46 main:574] : INFO : Epoch 1959 | loss: 0.0311237 | val_loss: 0.0311521 | Time: 1826.49 ms [2022-03-29 16:08:47 main:574] : INFO : Epoch 1960 | loss: 0.0311364 | val_loss: 0.0317946 | Time: 1810.84 ms [2022-03-29 16:08:49 main:574] : INFO : Epoch 1961 | loss: 0.0346555 | val_loss: 0.0325412 | Time: 1810.26 ms [2022-03-29 16:08:51 main:574] : INFO : Epoch 1962 | loss: 0.0318573 | val_loss: 0.0313105 | Time: 1816.7 ms [2022-03-29 16:08:53 main:574] : INFO : Epoch 1963 | loss: 0.031299 | val_loss: 0.0312705 | Time: 1808.51 ms [2022-03-29 16:08:55 main:574] : INFO : Epoch 1964 | loss: 0.0312436 | val_loss: 0.0312356 | Time: 1818.58 ms [2022-03-29 16:08:57 main:574] : INFO : Epoch 1965 | loss: 0.0312297 | val_loss: 0.0312263 | Time: 1833.14 ms [2022-03-29 16:08:58 main:574] : INFO : Epoch 1966 | loss: 0.0312227 | val_loss: 0.0312202 | Time: 1789.54 ms [2022-03-29 16:09:00 main:574] : INFO : Epoch 1967 | loss: 0.0312172 | val_loss: 0.0312142 | Time: 1813.32 ms [2022-03-29 16:09:02 main:574] : INFO : Epoch 1968 | loss: 0.0312123 | val_loss: 0.0312092 | Time: 1824.91 ms [2022-03-29 16:09:04 main:574] : INFO : Epoch 1969 | loss: 0.0312094 | val_loss: 0.0312059 | Time: 1786.09 ms [2022-03-29 16:09:06 main:574] : INFO : Epoch 1970 | loss: 0.0312061 | val_loss: 0.0312005 | Time: 1772.24 ms [2022-03-29 16:09:07 main:574] : INFO : Epoch 1971 | loss: 0.0311998 | val_loss: 0.0311957 | Time: 1824.48 ms [2022-03-29 16:09:09 main:574] : INFO : Epoch 1972 | loss: 0.031194 | val_loss: 0.0311886 | Time: 1832.74 ms [2022-03-29 16:09:11 main:574] : INFO : Epoch 1973 | loss: 0.03119 | val_loss: 0.031185 | Time: 1817.04 ms [2022-03-29 16:09:13 main:574] : INFO : Epoch 1974 | loss: 0.0311862 | val_loss: 0.0311842 | Time: 1816.55 ms [2022-03-29 16:09:15 main:574] : INFO : Epoch 1975 | loss: 0.0311807 | val_loss: 0.0311758 | Time: 1804.56 ms [2022-03-29 16:09:17 main:574] : INFO : Epoch 1976 | loss: 0.0311756 | val_loss: 0.0311726 | Time: 1799.73 ms [2022-03-29 16:09:18 main:574] : INFO : Epoch 1977 | loss: 0.0311673 | val_loss: 0.0311614 | Time: 1844.6 ms [2022-03-29 16:09:20 main:574] : INFO : Epoch 1978 | loss: 0.0311557 | val_loss: 0.0311566 | Time: 1785.89 ms [2022-03-29 16:09:22 main:574] : INFO : Epoch 1979 | loss: 0.0311514 | val_loss: 0.0311532 | Time: 1825.1 ms [2022-03-29 16:09:24 main:574] : INFO : Epoch 1980 | loss: 0.0311468 | val_loss: 0.0311561 | Time: 1796.87 ms [2022-03-29 16:09:26 main:574] : INFO : Epoch 1981 | loss: 0.0311437 | val_loss: 0.0311537 | Time: 1832.64 ms [2022-03-29 16:09:28 main:574] : INFO : Epoch 1982 | loss: 0.0311437 | val_loss: 0.0311519 | Time: 1803.74 ms [2022-03-29 16:09:29 main:574] : INFO : Epoch 1983 | loss: 0.0311406 | val_loss: 0.0311502 | Time: 1808.1 ms [2022-03-29 16:09:31 main:574] : INFO : Epoch 1984 | loss: 0.0311382 | val_loss: 0.0311488 | Time: 1821.71 ms [2022-03-29 16:09:33 main:574] : INFO : Epoch 1985 | loss: 0.0311366 | val_loss: 0.0311472 | Time: 1769.54 ms [2022-03-29 16:09:35 main:574] : INFO : Epoch 1986 | loss: 0.0311354 | val_loss: 0.0311504 | Time: 1796.23 ms [2022-03-29 16:09:37 main:574] : INFO : Epoch 1987 | loss: 0.0311354 | val_loss: 0.0311487 | Time: 1789.74 ms [2022-03-29 16:09:38 main:574] : INFO : Epoch 1988 | loss: 0.0311347 | val_loss: 0.0311502 | Time: 1800.7 ms [2022-03-29 16:09:40 main:574] : INFO : Epoch 1989 | loss: 0.0311334 | val_loss: 0.0311529 | Time: 1817 ms [2022-03-29 16:09:42 main:574] : INFO : Epoch 1990 | loss: 0.0311345 | val_loss: 0.0311527 | Time: 1807.21 ms [2022-03-29 16:09:44 main:574] : INFO : Epoch 1991 | loss: 0.0311339 | val_loss: 0.0311503 | Time: 1791.32 ms [2022-03-29 16:09:46 main:574] : INFO : Epoch 1992 | loss: 0.0311331 | val_loss: 0.0311509 | Time: 1763.21 ms [2022-03-29 16:09:48 main:574] : INFO : Epoch 1993 | loss: 0.0311319 | val_loss: 0.0311528 | Time: 1836.96 ms [2022-03-29 16:09:49 main:574] : INFO : Epoch 1994 | loss: 0.0311327 | val_loss: 0.0311508 | Time: 1821.12 ms [2022-03-29 16:09:51 main:574] : INFO : Epoch 1995 | loss: 0.0311319 | val_loss: 0.0311504 | Time: 1813.45 ms [2022-03-29 16:09:53 main:574] : INFO : Epoch 1996 | loss: 0.0311312 | val_loss: 0.0311523 | Time: 1825.32 ms [2022-03-29 16:09:55 main:574] : INFO : Epoch 1997 | loss: 0.0311341 | val_loss: 0.0311505 | Time: 1816.27 ms [2022-03-29 16:09:57 main:574] : INFO : Epoch 1998 | loss: 0.0311331 | val_loss: 0.031151 | Time: 1794.75 ms [2022-03-29 16:09:59 main:574] : INFO : Epoch 1999 | loss: 0.0311322 | val_loss: 0.0311499 | Time: 1799.19 ms [2022-03-29 16:10:00 main:574] : INFO : Epoch 2000 | loss: 0.0311339 | val_loss: 0.0311526 | Time: 1825.04 ms [2022-03-29 16:10:02 main:574] : INFO : Epoch 2001 | loss: 0.0311296 | val_loss: 0.0311534 | Time: 1843.24 ms [2022-03-29 16:10:04 main:574] : INFO : Epoch 2002 | loss: 0.0311299 | val_loss: 0.0311506 | Time: 1791.9 ms [2022-03-29 16:10:06 main:574] : INFO : Epoch 2003 | loss: 0.0311286 | val_loss: 0.0311496 | Time: 1801.29 ms [2022-03-29 16:10:08 main:574] : INFO : Epoch 2004 | loss: 0.0311293 | val_loss: 0.0311492 | Time: 1807.25 ms [2022-03-29 16:10:10 main:574] : INFO : Epoch 2005 | loss: 0.031129 | val_loss: 0.0311498 | Time: 1842.84 ms [2022-03-29 16:10:11 main:574] : INFO : Epoch 2006 | loss: 0.0311274 | val_loss: 0.0311501 | Time: 1843.35 ms [2022-03-29 16:10:13 main:574] : INFO : Epoch 2007 | loss: 0.0311264 | val_loss: 0.0311537 | Time: 1821.36 ms [2022-03-29 16:10:15 main:574] : INFO : Epoch 2008 | loss: 0.0311276 | val_loss: 0.0311508 | Time: 1823.3 ms [2022-03-29 16:10:17 main:574] : INFO : Epoch 2009 | loss: 0.0311261 | val_loss: 0.0311519 | Time: 1758.57 ms [2022-03-29 16:10:19 main:574] : INFO : Epoch 2010 | loss: 0.031125 | val_loss: 0.0311503 | Time: 1817.48 ms [2022-03-29 16:10:20 main:574] : INFO : Epoch 2011 | loss: 0.0311243 | val_loss: 0.0311513 | Time: 1801.27 ms [2022-03-29 16:10:22 main:574] : INFO : Epoch 2012 | loss: 0.0311232 | val_loss: 0.0311469 | Time: 1782.86 ms [2022-03-29 16:10:24 main:574] : INFO : Epoch 2013 | loss: 0.0311232 | val_loss: 0.0311472 | Time: 1812.49 ms [2022-03-29 16:10:26 main:574] : INFO : Epoch 2014 | loss: 0.031122 | val_loss: 0.0311494 | Time: 1837.36 ms [2022-03-29 16:10:28 main:574] : INFO : Epoch 2015 | loss: 0.0311224 | val_loss: 0.0311495 | Time: 1826.47 ms [2022-03-29 16:10:30 main:574] : INFO : Epoch 2016 | loss: 0.0311245 | val_loss: 0.0311533 | Time: 1793.4 ms [2022-03-29 16:10:31 main:574] : INFO : Epoch 2017 | loss: 0.0311227 | val_loss: 0.0311534 | Time: 1770.6 ms [2022-03-29 16:10:33 main:574] : INFO : Epoch 2018 | loss: 0.0311219 | val_loss: 0.0311515 | Time: 1801.85 ms [2022-03-29 16:10:35 main:574] : INFO : Epoch 2019 | loss: 0.0311234 | val_loss: 0.0311504 | Time: 1811.56 ms [2022-03-29 16:10:37 main:574] : INFO : Epoch 2020 | loss: 0.0311288 | val_loss: 0.0311505 | Time: 1817.63 ms [2022-03-29 16:10:39 main:574] : INFO : Epoch 2021 | loss: 0.0311279 | val_loss: 0.0311505 | Time: 1826.76 ms [2022-03-29 16:10:41 main:574] : INFO : Epoch 2022 | loss: 0.0311267 | val_loss: 0.0311508 | Time: 1845.73 ms [2022-03-29 16:10:42 main:574] : INFO : Epoch 2023 | loss: 0.0311242 | val_loss: 0.0311517 | Time: 1821.23 ms [2022-03-29 16:10:44 main:574] : INFO : Epoch 2024 | loss: 0.031125 | val_loss: 0.0311555 | Time: 1832.4 ms [2022-03-29 16:10:46 main:574] : INFO : Epoch 2025 | loss: 0.0311268 | val_loss: 0.03115 | Time: 1854.09 ms [2022-03-29 16:10:48 main:574] : INFO : Epoch 2026 | loss: 0.0311259 | val_loss: 0.0311477 | Time: 1765.01 ms [2022-03-29 16:10:50 main:574] : INFO : Epoch 2027 | loss: 0.0311286 | val_loss: 0.0311462 | Time: 1779.43 ms [2022-03-29 16:10:52 main:574] : INFO : Epoch 2028 | loss: 0.0311239 | val_loss: 0.0311518 | Time: 1786.18 ms [2022-03-29 16:10:53 main:574] : INFO : Epoch 2029 | loss: 0.0311273 | val_loss: 0.03116 | Time: 1774.8 ms [2022-03-29 16:10:55 main:574] : INFO : Epoch 2030 | loss: 0.031129 | val_loss: 0.0311557 | Time: 1794.85 ms [2022-03-29 16:10:57 main:574] : INFO : Epoch 2031 | loss: 0.0311281 | val_loss: 0.031148 | Time: 1829.92 ms [2022-03-29 16:10:59 main:574] : INFO : Epoch 2032 | loss: 0.0311309 | val_loss: 0.0311481 | Time: 1780.19 ms [2022-03-29 16:11:01 main:574] : INFO : Epoch 2033 | loss: 0.0311314 | val_loss: 0.0311501 | Time: 1805.38 ms [2022-03-29 16:11:02 main:574] : INFO : Epoch 2034 | loss: 0.0311291 | val_loss: 0.0311514 | Time: 1819.96 ms [2022-03-29 16:11:04 main:574] : INFO : Epoch 2035 | loss: 0.0311279 | val_loss: 0.0311516 | Time: 1810.18 ms [2022-03-29 16:11:06 main:574] : INFO : Epoch 2036 | loss: 0.0311274 | val_loss: 0.0311494 | Time: 1815.81 ms [2022-03-29 16:11:08 main:574] : INFO : Epoch 2037 | loss: 0.031127 | val_loss: 0.031149 | Time: 1803.26 ms [2022-03-29 16:11:10 main:574] : INFO : Epoch 2038 | loss: 0.0311265 | val_loss: 0.031147 | Time: 1767.53 ms [2022-03-29 16:11:11 main:574] : INFO : Epoch 2039 | loss: 0.0311307 | val_loss: 0.031151 | Time: 1779.58 ms [2022-03-29 16:11:13 main:574] : INFO : Epoch 2040 | loss: 0.0311324 | val_loss: 0.0311533 | Time: 1778.58 ms [2022-03-29 16:11:15 main:574] : INFO : Epoch 2041 | loss: 0.0311304 | val_loss: 0.0311545 | Time: 1816.1 ms [2022-03-29 16:11:17 main:574] : INFO : Epoch 2042 | loss: 0.0311287 | val_loss: 0.0311512 | Time: 1794.85 ms [2022-03-29 16:11:19 main:574] : INFO : Epoch 2043 | loss: 0.0311265 | val_loss: 0.0311521 | Time: 1790.41 ms [2022-03-29 16:11:21 main:574] : INFO : Epoch 2044 | loss: 0.0311247 | val_loss: 0.031152 | Time: 1806.85 ms [2022-03-29 16:11:22 main:574] : INFO : Epoch 2045 | loss: 0.0311227 | val_loss: 0.0311523 | Time: 1777.1 ms [2022-03-29 16:11:24 main:574] : INFO : Epoch 2046 | loss: 0.0311282 | val_loss: 0.0311569 | Time: 1794.53 ms [2022-03-29 16:11:26 main:574] : INFO : Epoch 2047 | loss: 0.0311253 | val_loss: 0.0311529 | Time: 1829.03 ms [2022-03-29 16:11:28 main:574] : INFO : Epoch 2048 | loss: 0.0311267 | val_loss: 0.0311509 | Time: 1801.48 ms [2022-03-29 16:11:28 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311509 [2022-03-29 16:11:28 main:603] : INFO : Saving end state to config to file [2022-03-29 16:11:28 main:608] : INFO : Success, exiting.. 16:11:28 (10212): 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)