Task 14624013
| Name | ParityModified-1647046305-25967-3-0_1 |
| Workunit | 11431720 |
| Created | 18 Apr 2022, 15:42:10 UTC |
| Sent | 18 Apr 2022, 15:42:31 UTC |
| Report deadline | 26 Apr 2022, 15:42:31 UTC |
| Received | 18 Apr 2022, 16:44:11 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 5168 |
| Run time | 1 hours 1 min 25 sec |
| CPU time | 1 hours 0 min 9 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,144.49 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.60 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> ain:574] : INFO : Epoch 1542 | loss: 0.0311383 | val_loss: 0.0311595 | Time: 1761 ms [2022-04-18 18:28:20 main:574] : INFO : Epoch 1543 | loss: 0.0311398 | val_loss: 0.0311556 | Time: 1759.39 ms [2022-04-18 18:28:22 main:574] : INFO : Epoch 1544 | loss: 0.0311401 | val_loss: 0.0311536 | Time: 1760.13 ms [2022-04-18 18:28:24 main:574] : INFO : Epoch 1545 | loss: 0.031137 | val_loss: 0.0311562 | Time: 1764.43 ms [2022-04-18 18:28:26 main:574] : INFO : Epoch 1546 | loss: 0.0311373 | val_loss: 0.0311537 | Time: 1763.99 ms [2022-04-18 18:28:27 main:574] : INFO : Epoch 1547 | loss: 0.0311374 | val_loss: 0.0311557 | Time: 1755.33 ms [2022-04-18 18:28:29 main:574] : INFO : Epoch 1548 | loss: 0.0311381 | val_loss: 0.0311567 | Time: 1785.67 ms [2022-04-18 18:28:31 main:574] : INFO : Epoch 1549 | loss: 0.0311394 | val_loss: 0.0311559 | Time: 1793.97 ms [2022-04-18 18:28:33 main:574] : INFO : Epoch 1550 | loss: 0.0311412 | val_loss: 0.0311568 | Time: 1786.5 ms [2022-04-18 18:28:35 main:574] : INFO : Epoch 1551 | loss: 0.031138 | val_loss: 0.03116 | Time: 1771.99 ms [2022-04-18 18:28:36 main:574] : INFO : Epoch 1552 | loss: 0.0311367 | val_loss: 0.0311552 | Time: 1763.49 ms [2022-04-18 18:28:38 main:574] : INFO : Epoch 1553 | loss: 0.0311351 | val_loss: 0.0311585 | Time: 1773.42 ms [2022-04-18 18:28:40 main:574] : INFO : Epoch 1554 | loss: 0.0311342 | val_loss: 0.0311575 | Time: 1759.2 ms [2022-04-18 18:28:42 main:574] : INFO : Epoch 1555 | loss: 0.0311356 | val_loss: 0.0311574 | Time: 1773.54 ms [2022-04-18 18:28:43 main:574] : INFO : Epoch 1556 | loss: 0.0311376 | val_loss: 0.0311582 | Time: 1750.02 ms [2022-04-18 18:28:45 main:574] : INFO : Epoch 1557 | loss: 0.031136 | val_loss: 0.0311569 | Time: 1763.88 ms [2022-04-18 18:28:47 main:574] : INFO : Epoch 1558 | loss: 0.0311352 | val_loss: 0.0311556 | Time: 1758.64 ms [2022-04-18 18:28:49 main:574] : INFO : Epoch 1559 | loss: 0.0311337 | val_loss: 0.0311528 | Time: 1783.83 ms [2022-04-18 18:28:51 main:574] : INFO : Epoch 1560 | loss: 0.0311374 | val_loss: 0.0311576 | Time: 1763.76 ms [2022-04-18 18:28:52 main:574] : INFO : Epoch 1561 | loss: 0.0311345 | val_loss: 0.031154 | Time: 1755.92 ms [2022-04-18 18:28:54 main:574] : INFO : Epoch 1562 | loss: 0.0311333 | val_loss: 0.0311587 | Time: 1745.84 ms [2022-04-18 18:28:56 main:574] : INFO : Epoch 1563 | loss: 0.0311323 | val_loss: 0.0311552 | Time: 1756.97 ms [2022-04-18 18:28:58 main:574] : INFO : Epoch 1564 | loss: 0.0311335 | val_loss: 0.0311586 | Time: 1764.53 ms [2022-04-18 18:28:59 main:574] : INFO : Epoch 1565 | loss: 0.031133 | val_loss: 0.0311591 | Time: 1759.41 ms [2022-04-18 18:29:01 main:574] : INFO : Epoch 1566 | loss: 0.0311335 | val_loss: 0.0311602 | Time: 1760.72 ms [2022-04-18 18:29:03 main:574] : INFO : Epoch 1567 | loss: 0.0311326 | val_loss: 0.0311579 | Time: 1769.96 ms [2022-04-18 18:29:05 main:574] : INFO : Epoch 1568 | loss: 0.0311307 | val_loss: 0.03116 | Time: 1758.62 ms [2022-04-18 18:29:06 main:574] : INFO : Epoch 1569 | loss: 0.0311304 | val_loss: 0.0311571 | Time: 1764.13 ms [2022-04-18 18:29:08 main:574] : INFO : Epoch 1570 | loss: 0.0311322 | val_loss: 0.0311569 | Time: 1757.64 ms [2022-04-18 18:29:10 main:574] : INFO : Epoch 1571 | loss: 0.0311311 | val_loss: 0.0311628 | Time: 1745.76 ms [2022-04-18 18:29:12 main:574] : INFO : Epoch 1572 | loss: 0.031131 | val_loss: 0.0311591 | Time: 1769.28 ms [2022-04-18 18:29:14 main:574] : INFO : Epoch 1573 | loss: 0.0311326 | val_loss: 0.0311561 | Time: 1757.94 ms [2022-04-18 18:29:15 main:574] : INFO : Epoch 1574 | loss: 0.0311314 | val_loss: 0.0311596 | Time: 1770.38 ms [2022-04-18 18:29:17 main:574] : INFO : Epoch 1575 | loss: 0.0311325 | val_loss: 0.0311556 | Time: 1763.15 ms [2022-04-18 18:29:19 main:574] : INFO : Epoch 1576 | loss: 0.0311332 | val_loss: 0.0311682 | Time: 1768.97 ms [2022-04-18 18:29:21 main:574] : INFO : Epoch 1577 | loss: 0.0311406 | val_loss: 0.0311891 | Time: 1800.58 ms [2022-04-18 18:29:22 main:574] : INFO : Epoch 1578 | loss: 0.0311352 | val_loss: 0.0311627 | Time: 1818.79 ms [2022-04-18 18:29:24 main:574] : INFO : Epoch 1579 | loss: 0.0311308 | val_loss: 0.0311674 | Time: 1846.54 ms [2022-04-18 18:29:26 main:574] : INFO : Epoch 1580 | loss: 0.0311309 | val_loss: 0.0311587 | Time: 1772.61 ms [2022-04-18 18:29:28 main:574] : INFO : Epoch 1581 | loss: 0.0311311 | val_loss: 0.0311623 | Time: 1782.16 ms [2022-04-18 18:29:30 main:574] : INFO : Epoch 1582 | loss: 0.0311312 | val_loss: 0.0311591 | Time: 1803.78 ms [2022-04-18 18:29:31 main:574] : INFO : Epoch 1583 | loss: 0.031131 | val_loss: 0.03116 | Time: 1759.27 ms [2022-04-18 18:29:33 main:574] : INFO : Epoch 1584 | loss: 0.0311313 | val_loss: 0.0311601 | Time: 1784.31 ms [2022-04-18 18:29:35 main:574] : INFO : Epoch 1585 | loss: 0.031131 | val_loss: 0.0311587 | Time: 1803.51 ms [2022-04-18 18:29:37 main:574] : INFO : Epoch 1586 | loss: 0.0311305 | val_loss: 0.0311602 | Time: 1789.03 ms [2022-04-18 18:29:39 main:574] : INFO : Epoch 1587 | loss: 0.0311309 | val_loss: 0.0311566 | Time: 1782.25 ms [2022-04-18 18:29:40 main:574] : INFO : Epoch 1588 | loss: 0.0311341 | val_loss: 0.031158 | Time: 1767.79 ms [2022-04-18 18:29:42 main:574] : INFO : Epoch 1589 | loss: 0.0311351 | val_loss: 0.0311582 | Time: 1764.64 ms [2022-04-18 18:29:44 main:574] : INFO : Epoch 1590 | loss: 0.0311313 | val_loss: 0.0311561 | Time: 1763.26 ms [2022-04-18 18:29:46 main:574] : INFO : Epoch 1591 | loss: 0.0311324 | val_loss: 0.0311659 | Time: 1753.24 ms [2022-04-18 18:29:48 main:574] : INFO : Epoch 1592 | loss: 0.0311314 | val_loss: 0.0311586 | Time: 1754.21 ms [2022-04-18 18:29:49 main:574] : INFO : Epoch 1593 | loss: 0.0311308 | val_loss: 0.0311595 | Time: 1750.67 ms [2022-04-18 18:29:51 main:574] : INFO : Epoch 1594 | loss: 0.0311316 | val_loss: 0.0311596 | Time: 1758.75 ms [2022-04-18 18:29:53 main:574] : INFO : Epoch 1595 | loss: 0.0311306 | val_loss: 0.0311604 | Time: 1758.59 ms [2022-04-18 18:29:55 main:574] : INFO : Epoch 1596 | loss: 0.0311346 | val_loss: 0.0311604 | Time: 1753.99 ms [2022-04-18 18:29:56 main:574] : INFO : Epoch 1597 | loss: 0.0311405 | val_loss: 0.031159 | Time: 1758.53 ms [2022-04-18 18:29:58 main:574] : INFO : Epoch 1598 | loss: 0.0311415 | val_loss: 0.0311604 | Time: 1769.2 ms [2022-04-18 18:30:00 main:574] : INFO : Epoch 1599 | loss: 0.0311421 | val_loss: 0.0311633 | Time: 1759.05 ms [2022-04-18 18:30:02 main:574] : INFO : Epoch 1600 | loss: 0.0311425 | val_loss: 0.0311588 | Time: 1926.58 ms [2022-04-18 18:30:04 main:574] : INFO : Epoch 1601 | loss: 0.0311406 | val_loss: 0.0311623 | Time: 1802.59 ms [2022-04-18 18:30:06 main:574] : INFO : Epoch 1602 | loss: 0.0311471 | val_loss: 0.0311645 | Time: 1931.08 ms [2022-04-18 18:30:07 main:574] : INFO : Epoch 1603 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 1810.89 ms [2022-04-18 18:30:09 main:574] : INFO : Epoch 1604 | loss: 0.031146 | val_loss: 0.0311606 | Time: 1752.3 ms [2022-04-18 18:30:11 main:574] : INFO : Epoch 1605 | loss: 0.0311449 | val_loss: 0.0311588 | Time: 1758.01 ms [2022-04-18 18:30:13 main:574] : INFO : Epoch 1606 | loss: 0.0311442 | val_loss: 0.0311609 | Time: 1770.81 ms [2022-04-18 18:30:14 main:574] : INFO : Epoch 1607 | loss: 0.0311438 | val_loss: 0.0311589 | Time: 1774.84 ms [2022-04-18 18:30:16 main:574] : INFO : Epoch 1608 | loss: 0.0311423 | val_loss: 0.0311619 | Time: 1756.79 ms [2022-04-18 18:30:18 main:574] : INFO : Epoch 1609 | loss: 0.031143 | val_loss: 0.0311596 | Time: 1760.11 ms [2022-04-18 18:30:20 main:574] : INFO : Epoch 1610 | loss: 0.0311422 | val_loss: 0.0311604 | Time: 1766.67 ms [2022-04-18 18:30:22 main:574] : INFO : Epoch 1611 | loss: 0.0311435 | val_loss: 0.0311619 | Time: 1753.06 ms [2022-04-18 18:30:23 main:574] : INFO : Epoch 1612 | loss: 0.0311438 | val_loss: 0.0311628 | Time: 1779 ms [2022-04-18 18:30:25 main:574] : INFO : Epoch 1613 | loss: 0.0311409 | val_loss: 0.0311646 | Time: 1773.49 ms [2022-04-18 18:30:27 main:574] : INFO : Epoch 1614 | loss: 0.0311384 | val_loss: 0.0311586 | Time: 1762.72 ms [2022-04-18 18:30:29 main:574] : INFO : Epoch 1615 | loss: 0.0311371 | val_loss: 0.031161 | Time: 1753.34 ms [2022-04-18 18:30:30 main:574] : INFO : Epoch 1616 | loss: 0.0311389 | val_loss: 0.0311583 | Time: 1759.08 ms [2022-04-18 18:30:32 main:574] : INFO : Epoch 1617 | loss: 0.0311371 | val_loss: 0.0311594 | Time: 1770.38 ms [2022-04-18 18:30:34 main:574] : INFO : Epoch 1618 | loss: 0.0311365 | val_loss: 0.031159 | Time: 1760.34 ms [2022-04-18 18:30:36 main:574] : INFO : Epoch 1619 | loss: 0.0311358 | val_loss: 0.0311586 | Time: 1753.23 ms [2022-04-18 18:30:38 main:574] : INFO : Epoch 1620 | loss: 0.0311347 | val_loss: 0.0311564 | Time: 1766.14 ms [2022-04-18 18:30:39 main:574] : INFO : Epoch 1621 | loss: 0.0311347 | val_loss: 0.0311572 | Time: 1763.82 ms [2022-04-18 18:30:41 main:574] : INFO : Epoch 1622 | loss: 0.0311336 | val_loss: 0.0311623 | Time: 1810.97 ms [2022-04-18 18:30:43 main:574] : INFO : Epoch 1623 | loss: 0.0311317 | val_loss: 0.0311594 | Time: 1777.92 ms [2022-04-18 18:30:45 main:574] : INFO : Epoch 1624 | loss: 0.031132 | val_loss: 0.0311609 | Time: 1794.8 ms [2022-04-18 18:30:47 main:574] : INFO : Epoch 1625 | loss: 0.0311311 | val_loss: 0.0311629 | Time: 1817 ms [2022-04-18 18:30:49 main:574] : INFO : Epoch 1626 | loss: 0.0311315 | val_loss: 0.0311667 | Time: 1929.46 ms [2022-04-18 18:30:50 main:574] : INFO : Epoch 1627 | loss: 0.0311325 | val_loss: 0.0311587 | Time: 1913.18 ms [2022-04-18 18:30:52 main:574] : INFO : Epoch 1628 | loss: 0.0311313 | val_loss: 0.0311572 | Time: 1845.45 ms [2022-04-18 18:30:54 main:574] : INFO : Epoch 1629 | loss: 0.0311307 | val_loss: 0.0311581 | Time: 1876.47 ms [2022-04-18 18:30:56 main:574] : INFO : Epoch 1630 | loss: 0.0311321 | val_loss: 0.0311607 | Time: 1852.76 ms [2022-04-18 18:30:58 main:574] : INFO : Epoch 1631 | loss: 0.0311295 | val_loss: 0.0311608 | Time: 1848.66 ms [2022-04-18 18:31:00 main:574] : INFO : Epoch 1632 | loss: 0.0311302 | val_loss: 0.0311595 | Time: 1853.39 ms [2022-04-18 18:31:02 main:574] : INFO : Epoch 1633 | loss: 0.0311321 | val_loss: 0.0311592 | Time: 1860.98 ms [2022-04-18 18:31:03 main:574] : INFO : Epoch 1634 | loss: 0.0311344 | val_loss: 0.0311598 | Time: 1852.99 ms [2022-04-18 18:31:05 main:574] : INFO : Epoch 1635 | loss: 0.0311314 | val_loss: 0.0311562 | Time: 1858.59 ms [2022-04-18 18:31:07 main:574] : INFO : Epoch 1636 | loss: 0.0311318 | val_loss: 0.0311617 | Time: 1868.43 ms [2022-04-18 18:31:09 main:574] : INFO : Epoch 1637 | loss: 0.031131 | val_loss: 0.0311615 | Time: 1866.37 ms [2022-04-18 18:31:11 main:574] : INFO : Epoch 1638 | loss: 0.0311325 | val_loss: 0.0311622 | Time: 1887.01 ms [2022-04-18 18:31:13 main:574] : INFO : Epoch 1639 | loss: 0.0311358 | val_loss: 0.0311578 | Time: 1906.54 ms [2022-04-18 18:31:15 main:574] : INFO : Epoch 1640 | loss: 0.0311386 | val_loss: 0.0311574 | Time: 1859.53 ms [2022-04-18 18:31:17 main:574] : INFO : Epoch 1641 | loss: 0.0311384 | val_loss: 0.031159 | Time: 1856.38 ms [2022-04-18 18:31:18 main:574] : INFO : Epoch 1642 | loss: 0.0311395 | val_loss: 0.0311613 | Time: 1856.37 ms [2022-04-18 18:31:20 main:574] : INFO : Epoch 1643 | loss: 0.0311386 | val_loss: 0.0311622 | Time: 1857 ms [2022-04-18 18:31:22 main:574] : INFO : Epoch 1644 | loss: 0.0311365 | val_loss: 0.0311614 | Time: 1847.87 ms [2022-04-18 18:31:24 main:574] : INFO : Epoch 1645 | loss: 0.0311354 | val_loss: 0.0311567 | Time: 1865.16 ms [2022-04-18 18:31:26 main:574] : INFO : Epoch 1646 | loss: 0.0311353 | val_loss: 0.0311574 | Time: 1850.86 ms [2022-04-18 18:31:28 main:574] : INFO : Epoch 1647 | loss: 0.0311349 | val_loss: 0.0311613 | Time: 1856.27 ms [2022-04-18 18:31:30 main:574] : INFO : Epoch 1648 | loss: 0.0311348 | val_loss: 0.0311631 | Time: 1852.34 ms [2022-04-18 18:31:32 main:574] : INFO : Epoch 1649 | loss: 0.0311361 | val_loss: 0.0311606 | Time: 1856.13 ms [2022-04-18 18:31:33 main:574] : INFO : Epoch 1650 | loss: 0.031134 | val_loss: 0.0311597 | Time: 1854.66 ms [2022-04-18 18:31:35 main:574] : INFO : Epoch 1651 | loss: 0.0311337 | val_loss: 0.0311588 | Time: 1854.59 ms [2022-04-18 18:31:37 main:574] : INFO : Epoch 1652 | loss: 0.0311338 | val_loss: 0.0311572 | Time: 1853.43 ms [2022-04-18 18:31:39 main:574] : INFO : Epoch 1653 | loss: 0.0311341 | val_loss: 0.0311615 | Time: 1860.19 ms [2022-04-18 18:31:41 main:574] : INFO : Epoch 1654 | loss: 0.0311323 | val_loss: 0.0311617 | Time: 1852.3 ms [2022-04-18 18:31:43 main:574] : INFO : Epoch 1655 | loss: 0.0311351 | val_loss: 0.0311591 | Time: 1860.81 ms [2022-04-18 18:31:45 main:574] : INFO : Epoch 1656 | loss: 0.0311342 | val_loss: 0.031163 | Time: 1850.55 ms [2022-04-18 18:31:46 main:574] : INFO : Epoch 1657 | loss: 0.0311328 | val_loss: 0.0311619 | Time: 1853.78 ms [2022-04-18 18:31:48 main:574] : INFO : Epoch 1658 | loss: 0.0311312 | val_loss: 0.0311643 | Time: 1875.69 ms [2022-04-18 18:31:50 main:574] : INFO : Epoch 1659 | loss: 0.0311295 | val_loss: 0.0311639 | Time: 1861.52 ms [2022-04-18 18:31:52 main:574] : INFO : Epoch 1660 | loss: 0.0311319 | val_loss: 0.0311601 | Time: 1881.45 ms [2022-04-18 18:31:54 main:574] : INFO : Epoch 1661 | loss: 0.0311326 | val_loss: 0.0311641 | Time: 1861.11 ms [2022-04-18 18:31:56 main:574] : INFO : Epoch 1662 | loss: 0.0311325 | val_loss: 0.0311656 | Time: 1855.68 ms [2022-04-18 18:31:58 main:574] : INFO : Epoch 1663 | loss: 0.0311319 | val_loss: 0.0311695 | Time: 1860.59 ms [2022-04-18 18:32:00 main:574] : INFO : Epoch 1664 | loss: 0.0311324 | val_loss: 0.0311618 | Time: 1852.02 ms [2022-04-18 18:32:01 main:574] : INFO : Epoch 1665 | loss: 0.0311328 | val_loss: 0.0311614 | Time: 1865.76 ms [2022-04-18 18:32:03 main:574] : INFO : Epoch 1666 | loss: 0.0311318 | val_loss: 0.0311557 | Time: 1852.87 ms [2022-04-18 18:32:05 main:574] : INFO : Epoch 1667 | loss: 0.0311305 | val_loss: 0.0311602 | Time: 1852.51 ms [2022-04-18 18:32:07 main:574] : INFO : Epoch 1668 | loss: 0.0311307 | val_loss: 0.031159 | Time: 1863.58 ms [2022-04-18 18:32:09 main:574] : INFO : Epoch 1669 | loss: 0.0311305 | val_loss: 0.0311628 | Time: 1879.4 ms [2022-04-18 18:32:11 main:574] : INFO : Epoch 1670 | loss: 0.0311292 | val_loss: 0.0311575 | Time: 1857.52 ms [2022-04-18 18:32:13 main:574] : INFO : Epoch 1671 | loss: 0.0311274 | val_loss: 0.0311602 | Time: 1852.34 ms [2022-04-18 18:32:15 main:574] : INFO : Epoch 1672 | loss: 0.031128 | val_loss: 0.0311567 | Time: 1861.43 ms [2022-04-18 18:32:16 main:574] : INFO : Epoch 1673 | loss: 0.0311271 | val_loss: 0.031157 | Time: 1867.71 ms [2022-04-18 18:32:18 main:574] : INFO : Epoch 1674 | loss: 0.0311262 | val_loss: 0.0311598 | Time: 1861.56 ms [2022-04-18 18:32:20 main:574] : INFO : Epoch 1675 | loss: 0.0311258 | val_loss: 0.0311638 | Time: 1853.71 ms [2022-04-18 18:32:22 main:574] : INFO : Epoch 1676 | loss: 0.0311266 | val_loss: 0.0311617 | Time: 1879.81 ms [2022-04-18 18:32:24 main:574] : INFO : Epoch 1677 | loss: 0.0311268 | val_loss: 0.0311616 | Time: 1851.63 ms [2022-04-18 18:32:26 main:574] : INFO : Epoch 1678 | loss: 0.0311253 | val_loss: 0.0311668 | Time: 1855.13 ms [2022-04-18 18:32:28 main:574] : INFO : Epoch 1679 | loss: 0.03113 | val_loss: 0.0311646 | Time: 1861.59 ms [2022-04-18 18:32:29 main:574] : INFO : Epoch 1680 | loss: 0.0311502 | val_loss: 0.0311979 | Time: 1851.01 ms [2022-04-18 18:32:31 main:574] : INFO : Epoch 1681 | loss: 0.0342859 | val_loss: 0.0332636 | Time: 1858.82 ms [2022-04-18 18:32:33 main:574] : INFO : Epoch 1682 | loss: 0.0329849 | val_loss: 0.0320954 | Time: 1854.95 ms [2022-04-18 18:32:35 main:574] : INFO : Epoch 1683 | loss: 0.0314594 | val_loss: 0.0313008 | Time: 1860.12 ms [2022-04-18 18:32:37 main:574] : INFO : Epoch 1684 | loss: 0.0312053 | val_loss: 0.0311743 | Time: 1855.85 ms [2022-04-18 18:32:39 main:574] : INFO : Epoch 1685 | loss: 0.0311498 | val_loss: 0.0311653 | Time: 1857.29 ms [2022-04-18 18:32:41 main:574] : INFO : Epoch 1686 | loss: 0.031138 | val_loss: 0.0311615 | Time: 1874.67 ms [2022-04-18 18:32:43 main:574] : INFO : Epoch 1687 | loss: 0.0311338 | val_loss: 0.0311617 | Time: 1857.02 ms [2022-04-18 18:32:44 main:574] : INFO : Epoch 1688 | loss: 0.0311327 | val_loss: 0.0311582 | Time: 1861.77 ms [2022-04-18 18:32:46 main:574] : INFO : Epoch 1689 | loss: 0.0311323 | val_loss: 0.0311639 | Time: 1853.98 ms [2022-04-18 18:32:48 main:574] : INFO : Epoch 1690 | loss: 0.0311328 | val_loss: 0.0311647 | Time: 1858.5 ms [2022-04-18 18:32:50 main:574] : INFO : Epoch 1691 | loss: 0.031134 | val_loss: 0.0311607 | Time: 1867.45 ms [2022-04-18 18:32:52 main:574] : INFO : Epoch 1692 | loss: 0.0311329 | val_loss: 0.0311602 | Time: 1857.88 ms [2022-04-18 18:32:54 main:574] : INFO : Epoch 1693 | loss: 0.0311317 | val_loss: 0.0311613 | Time: 1869.26 ms [2022-04-18 18:32:56 main:574] : INFO : Epoch 1694 | loss: 0.0311301 | val_loss: 0.0311598 | Time: 1885.01 ms [2022-04-18 18:32:58 main:574] : INFO : Epoch 1695 | loss: 0.0311284 | val_loss: 0.0311577 | Time: 1865.36 ms [2022-04-18 18:32:59 main:574] : INFO : Epoch 1696 | loss: 0.0311284 | val_loss: 0.031161 | Time: 1860.87 ms [2022-04-18 18:33:01 main:574] : INFO : Epoch 1697 | loss: 0.0311289 | val_loss: 0.0311633 | Time: 1864.01 ms [2022-04-18 18:33:03 main:574] : INFO : Epoch 1698 | loss: 0.0311295 | val_loss: 0.0311573 | Time: 1862.21 ms [2022-04-18 18:33:05 main:574] : INFO : Epoch 1699 | loss: 0.0311361 | val_loss: 0.0311605 | Time: 1857.9 ms [2022-04-18 18:33:07 main:574] : INFO : Epoch 1700 | loss: 0.0311351 | val_loss: 0.031158 | Time: 1855.27 ms [2022-04-18 18:33:09 main:574] : INFO : Epoch 1701 | loss: 0.0311343 | val_loss: 0.0311573 | Time: 1857.55 ms [2022-04-18 18:33:11 main:574] : INFO : Epoch 1702 | loss: 0.0311311 | val_loss: 0.0311608 | Time: 1858.93 ms [2022-04-18 18:33:12 main:574] : INFO : Epoch 1703 | loss: 0.0311301 | val_loss: 0.0311561 | Time: 1850.27 ms [2022-04-18 18:33:14 main:574] : INFO : Epoch 1704 | loss: 0.0311294 | val_loss: 0.0311592 | Time: 1855.93 ms [2022-04-18 18:33:16 main:574] : INFO : Epoch 1705 | loss: 0.0311301 | val_loss: 0.0311567 | Time: 1861.85 ms [2022-04-18 18:33:18 main:574] : INFO : Epoch 1706 | loss: 0.0311305 | val_loss: 0.0311585 | Time: 1845.83 ms [2022-04-18 18:33:20 main:574] : INFO : Epoch 1707 | loss: 0.0311288 | val_loss: 0.0311602 | Time: 1862.49 ms [2022-04-18 18:33:22 main:574] : INFO : Epoch 1708 | loss: 0.0311275 | val_loss: 0.0311625 | Time: 1862.86 ms [2022-04-18 18:33:24 main:574] : INFO : Epoch 1709 | loss: 0.0311275 | val_loss: 0.031161 | Time: 1871.46 ms [2022-04-18 18:33:26 main:574] : INFO : Epoch 1710 | loss: 0.0311264 | val_loss: 0.0311599 | Time: 1858.82 ms [2022-04-18 18:33:27 main:574] : INFO : Epoch 1711 | loss: 0.0311277 | val_loss: 0.031159 | Time: 1851.26 ms [2022-04-18 18:33:29 main:574] : INFO : Epoch 1712 | loss: 0.0311275 | val_loss: 0.0311609 | Time: 1859.78 ms [2022-04-18 18:33:31 main:574] : INFO : Epoch 1713 | loss: 0.031128 | val_loss: 0.0311632 | Time: 1862.63 ms [2022-04-18 18:33:33 main:574] : INFO : Epoch 1714 | loss: 0.0311303 | val_loss: 0.0311641 | Time: 1863.69 ms [2022-04-18 18:33:35 main:574] : INFO : Epoch 1715 | loss: 0.0311302 | val_loss: 0.0311612 | Time: 1859.64 ms [2022-04-18 18:33:37 main:574] : INFO : Epoch 1716 | loss: 0.0311282 | val_loss: 0.0311601 | Time: 1866.29 ms [2022-04-18 18:33:39 main:574] : INFO : Epoch 1717 | loss: 0.031129 | val_loss: 0.0311608 | Time: 1855.85 ms [2022-04-18 18:33:41 main:574] : INFO : Epoch 1718 | loss: 0.0311297 | val_loss: 0.0311594 | Time: 1856.42 ms [2022-04-18 18:33:42 main:574] : INFO : Epoch 1719 | loss: 0.0311295 | val_loss: 0.0311594 | Time: 1855.96 ms [2022-04-18 18:33:44 main:574] : INFO : Epoch 1720 | loss: 0.0311285 | val_loss: 0.0311638 | Time: 1856.5 ms [2022-04-18 18:33:46 main:574] : INFO : Epoch 1721 | loss: 0.0311266 | val_loss: 0.0311594 | Time: 1858.31 ms [2022-04-18 18:33:48 main:574] : INFO : Epoch 1722 | loss: 0.0311267 | val_loss: 0.0311603 | Time: 1852.28 ms [2022-04-18 18:33:50 main:574] : INFO : Epoch 1723 | loss: 0.0311276 | val_loss: 0.0311647 | Time: 1856.68 ms [2022-04-18 18:33:52 main:574] : INFO : Epoch 1724 | loss: 0.0311273 | val_loss: 0.0311627 | Time: 1849.76 ms [2022-04-18 18:33:54 main:574] : INFO : Epoch 1725 | loss: 0.0311277 | val_loss: 0.0311671 | Time: 1873.41 ms [2022-04-18 18:33:55 main:574] : INFO : Epoch 1726 | loss: 0.0311311 | val_loss: 0.0311645 | Time: 1855.46 ms [2022-04-18 18:33:57 main:574] : INFO : Epoch 1727 | loss: 0.0311311 | val_loss: 0.0311675 | Time: 1870.07 ms [2022-04-18 18:33:59 main:574] : INFO : Epoch 1728 | loss: 0.0311292 | val_loss: 0.0311666 | Time: 1873.14 ms [2022-04-18 18:34:01 main:574] : INFO : Epoch 1729 | loss: 0.0311284 | val_loss: 0.0311609 | Time: 1891.25 ms [2022-04-18 18:34:03 main:574] : INFO : Epoch 1730 | loss: 0.031132 | val_loss: 0.0311612 | Time: 1863.71 ms [2022-04-18 18:34:05 main:574] : INFO : Epoch 1731 | loss: 0.031132 | val_loss: 0.0311623 | Time: 1845.83 ms [2022-04-18 18:34:07 main:574] : INFO : Epoch 1732 | loss: 0.0311297 | val_loss: 0.0311623 | Time: 1848.2 ms [2022-04-18 18:34:09 main:574] : INFO : Epoch 1733 | loss: 0.0311291 | val_loss: 0.0311628 | Time: 1850.83 ms [2022-04-18 18:34:10 main:574] : INFO : Epoch 1734 | loss: 0.0311285 | val_loss: 0.0311648 | Time: 1854.12 ms [2022-04-18 18:34:12 main:574] : INFO : Epoch 1735 | loss: 0.0311279 | val_loss: 0.0311692 | Time: 1847.17 ms [2022-04-18 18:34:14 main:574] : INFO : Epoch 1736 | loss: 0.0311294 | val_loss: 0.0311667 | Time: 1852.84 ms [2022-04-18 18:34:16 main:574] : INFO : Epoch 1737 | loss: 0.0311292 | val_loss: 0.0311685 | Time: 1861.44 ms [2022-04-18 18:34:18 main:574] : INFO : Epoch 1738 | loss: 0.0311285 | val_loss: 0.0311657 | Time: 1864.82 ms [2022-04-18 18:34:20 main:574] : INFO : Epoch 1739 | loss: 0.0311279 | val_loss: 0.0311638 | Time: 1865.66 ms [2022-04-18 18:34:22 main:574] : INFO : Epoch 1740 | loss: 0.0311269 | val_loss: 0.0311634 | Time: 1854.01 ms [2022-04-18 18:34:23 main:574] : INFO : Epoch 1741 | loss: 0.0311314 | val_loss: 0.0311676 | Time: 1857.13 ms [2022-04-18 18:34:25 main:574] : INFO : Epoch 1742 | loss: 0.0311316 | val_loss: 0.031162 | Time: 1863.62 ms [2022-04-18 18:34:27 main:574] : INFO : Epoch 1743 | loss: 0.0311296 | val_loss: 0.0311632 | Time: 1869.06 ms [2022-04-18 18:34:29 main:574] : INFO : Epoch 1744 | loss: 0.0311296 | val_loss: 0.0311624 | Time: 1849.26 ms [2022-04-18 18:34:31 main:574] : INFO : Epoch 1745 | loss: 0.0311287 | val_loss: 0.0311655 | Time: 1851.73 ms [2022-04-18 18:34:33 main:574] : INFO : Epoch 1746 | loss: 0.0311322 | val_loss: 0.0311626 | Time: 1856.57 ms [2022-04-18 18:34:35 main:574] : INFO : Epoch 1747 | loss: 0.0311311 | val_loss: 0.0311613 | Time: 1856.53 ms [2022-04-18 18:34:37 main:574] : INFO : Epoch 1748 | loss: 0.0311301 | val_loss: 0.0311634 | Time: 1864.99 ms [2022-04-18 18:34:38 main:574] : INFO : Epoch 1749 | loss: 0.0311316 | val_loss: 0.031163 | Time: 1845.14 ms [2022-04-18 18:34:40 main:574] : INFO : Epoch 1750 | loss: 0.0311326 | val_loss: 0.0311575 | Time: 1859.99 ms [2022-04-18 18:34:42 main:574] : INFO : Epoch 1751 | loss: 0.031132 | val_loss: 0.0311611 | Time: 1856.4 ms [2022-04-18 18:34:44 main:574] : INFO : Epoch 1752 | loss: 0.031134 | val_loss: 0.0311646 | Time: 1858.08 ms [2022-04-18 18:34:46 main:574] : INFO : Epoch 1753 | loss: 0.0311319 | val_loss: 0.0311616 | Time: 1847.85 ms [2022-04-18 18:34:48 main:574] : INFO : Epoch 1754 | loss: 0.0311313 | val_loss: 0.03116 | Time: 1853.45 ms [2022-04-18 18:34:50 main:574] : INFO : Epoch 1755 | loss: 0.0311305 | val_loss: 0.0311635 | Time: 1853.35 ms [2022-04-18 18:34:51 main:574] : INFO : Epoch 1756 | loss: 0.0311319 | val_loss: 0.0311614 | Time: 1855.18 ms [2022-04-18 18:34:53 main:574] : INFO : Epoch 1757 | loss: 0.0311322 | val_loss: 0.0311613 | Time: 1863.56 ms [2022-04-18 18:34:55 main:574] : INFO : Epoch 1758 | loss: 0.0311313 | val_loss: 0.0311609 | Time: 1858.93 ms [2022-04-18 18:34:57 main:574] : INFO : Epoch 1759 | loss: 0.0311288 | val_loss: 0.0311621 | Time: 1856.52 ms [2022-04-18 18:34:59 main:574] : INFO : Epoch 1760 | loss: 0.0311271 | val_loss: 0.0311586 | Time: 1860.89 ms [2022-04-18 18:35:01 main:574] : INFO : Epoch 1761 | loss: 0.0311267 | val_loss: 0.0311648 | Time: 1856.61 ms [2022-04-18 18:35:03 main:574] : INFO : Epoch 1762 | loss: 0.0311274 | val_loss: 0.0311609 | Time: 1853.95 ms [2022-04-18 18:35:05 main:574] : INFO : Epoch 1763 | loss: 0.031128 | val_loss: 0.0311613 | Time: 1852.1 ms [2022-04-18 18:35:06 main:574] : INFO : Epoch 1764 | loss: 0.0311274 | val_loss: 0.0311596 | Time: 1875.23 ms [2022-04-18 18:35:08 main:574] : INFO : Epoch 1765 | loss: 0.0311284 | val_loss: 0.0311598 | Time: 1862.75 ms [2022-04-18 18:35:10 main:574] : INFO : Epoch 1766 | loss: 0.0311283 | val_loss: 0.0311592 | Time: 1865.83 ms [2022-04-18 18:35:12 main:574] : INFO : Epoch 1767 | loss: 0.0311251 | val_loss: 0.0311627 | Time: 1854.65 ms [2022-04-18 18:35:14 main:574] : INFO : Epoch 1768 | loss: 0.031125 | val_loss: 0.0311576 | Time: 1858.86 ms [2022-04-18 18:35:16 main:574] : INFO : Epoch 1769 | loss: 0.0311252 | val_loss: 0.0311587 | Time: 1854.89 ms [2022-04-18 18:35:18 main:574] : INFO : Epoch 1770 | loss: 0.0311265 | val_loss: 0.0311558 | Time: 1855.99 ms [2022-04-18 18:35:19 main:574] : INFO : Epoch 1771 | loss: 0.0311268 | val_loss: 0.0311574 | Time: 1858.42 ms [2022-04-18 18:35:21 main:574] : INFO : Epoch 1772 | loss: 0.0311274 | val_loss: 0.0311536 | Time: 1858.95 ms [2022-04-18 18:35:23 main:574] : INFO : Epoch 1773 | loss: 0.0311281 | val_loss: 0.031159 | Time: 1861.87 ms [2022-04-18 18:35:25 main:574] : INFO : Epoch 1774 | loss: 0.0311287 | val_loss: 0.0311597 | Time: 1858.75 ms [2022-04-18 18:35:27 main:574] : INFO : Epoch 1775 | loss: 0.0311292 | val_loss: 0.0311579 | Time: 1859.27 ms [2022-04-18 18:35:29 main:574] : INFO : Epoch 1776 | loss: 0.031127 | val_loss: 0.03116 | Time: 1862.86 ms [2022-04-18 18:35:31 main:574] : INFO : Epoch 1777 | loss: 0.0311264 | val_loss: 0.0311592 | Time: 1858.72 ms [2022-04-18 18:35:33 main:574] : INFO : Epoch 1778 | loss: 0.0311257 | val_loss: 0.0311567 | Time: 1856.43 ms [2022-04-18 18:35:34 main:574] : INFO : Epoch 1779 | loss: 0.0311293 | val_loss: 0.0311595 | Time: 1869.43 ms [2022-04-18 18:35:36 main:574] : INFO : Epoch 1780 | loss: 0.0311294 | val_loss: 0.0311559 | Time: 1861.87 ms [2022-04-18 18:35:38 main:574] : INFO : Epoch 1781 | loss: 0.0311296 | val_loss: 0.0311599 | Time: 1860.7 ms [2022-04-18 18:35:40 main:574] : INFO : Epoch 1782 | loss: 0.0311279 | val_loss: 0.0311593 | Time: 1854.51 ms [2022-04-18 18:35:42 main:574] : INFO : Epoch 1783 | loss: 0.0311268 | val_loss: 0.0311566 | Time: 1860.34 ms [2022-04-18 18:35:44 main:574] : INFO : Epoch 1784 | loss: 0.0311277 | val_loss: 0.0311662 | Time: 1853.34 ms [2022-04-18 18:35:46 main:574] : INFO : Epoch 1785 | loss: 0.0311298 | val_loss: 0.0311594 | Time: 1846.56 ms [2022-04-18 18:35:48 main:574] : INFO : Epoch 1786 | loss: 0.031127 | val_loss: 0.0311614 | Time: 1849.68 ms [2022-04-18 18:35:49 main:574] : INFO : Epoch 1787 | loss: 0.0311267 | val_loss: 0.0311576 | Time: 1874.17 ms [2022-04-18 18:35:51 main:574] : INFO : Epoch 1788 | loss: 0.0311273 | val_loss: 0.0311546 | Time: 1849.73 ms [2022-04-18 18:35:53 main:574] : INFO : Epoch 1789 | loss: 0.0311294 | val_loss: 0.0311562 | Time: 1849.18 ms [2022-04-18 18:35:55 main:574] : INFO : Epoch 1790 | loss: 0.0311325 | val_loss: 0.0311549 | Time: 1859.49 ms [2022-04-18 18:35:57 main:574] : INFO : Epoch 1791 | loss: 0.0311326 | val_loss: 0.0311551 | Time: 1856.59 ms [2022-04-18 18:35:59 main:574] : INFO : Epoch 1792 | loss: 0.0311314 | val_loss: 0.0311553 | Time: 1855.62 ms [2022-04-18 18:36:01 main:574] : INFO : Epoch 1793 | loss: 0.0311301 | val_loss: 0.0311593 | Time: 1867.43 ms [2022-04-18 18:36:02 main:574] : INFO : Epoch 1794 | loss: 0.0311295 | val_loss: 0.0311546 | Time: 1856.07 ms [2022-04-18 18:36:04 main:574] : INFO : Epoch 1795 | loss: 0.0311284 | val_loss: 0.0311525 | Time: 1852.65 ms [2022-04-18 18:36:06 main:574] : INFO : Epoch 1796 | loss: 0.0311271 | val_loss: 0.0311614 | Time: 1848.25 ms [2022-04-18 18:36:08 main:574] : INFO : Epoch 1797 | loss: 0.0311279 | val_loss: 0.0311575 | Time: 1855.83 ms [2022-04-18 18:36:10 main:574] : INFO : Epoch 1798 | loss: 0.0311277 | val_loss: 0.0311589 | Time: 1861.87 ms [2022-04-18 18:36:12 main:574] : INFO : Epoch 1799 | loss: 0.0311297 | val_loss: 0.0311605 | Time: 1873.97 ms [2022-04-18 18:36:14 main:574] : INFO : Epoch 1800 | loss: 0.0311257 | val_loss: 0.0311579 | Time: 1856.53 ms [2022-04-18 18:36:16 main:574] : INFO : Epoch 1801 | loss: 0.0311238 | val_loss: 0.0311582 | Time: 1865.77 ms [2022-04-18 18:36:17 main:574] : INFO : Epoch 1802 | loss: 0.0311244 | val_loss: 0.0311595 | Time: 1852.76 ms [2022-04-18 18:36:19 main:574] : INFO : Epoch 1803 | loss: 0.0311229 | val_loss: 0.0311525 | Time: 1857.77 ms [2022-04-18 18:36:21 main:574] : INFO : Epoch 1804 | loss: 0.0311226 | val_loss: 0.0311575 | Time: 1855.04 ms [2022-04-18 18:36:23 main:574] : INFO : Epoch 1805 | loss: 0.0311233 | val_loss: 0.0311582 | Time: 1859.77 ms [2022-04-18 18:36:25 main:574] : INFO : Epoch 1806 | loss: 0.0311218 | val_loss: 0.031158 | Time: 1859.06 ms [2022-04-18 18:36:27 main:574] : INFO : Epoch 1807 | loss: 0.031123 | val_loss: 0.0311562 | Time: 1871.74 ms [2022-04-18 18:36:29 main:574] : INFO : Epoch 1808 | loss: 0.0311234 | val_loss: 0.0311538 | Time: 1854.99 ms [2022-04-18 18:36:31 main:574] : INFO : Epoch 1809 | loss: 0.0311247 | val_loss: 0.0311592 | Time: 1860.21 ms [2022-04-18 18:36:32 main:574] : INFO : Epoch 1810 | loss: 0.0311318 | val_loss: 0.0311557 | Time: 1854.55 ms [2022-04-18 18:36:34 main:574] : INFO : Epoch 1811 | loss: 0.0311353 | val_loss: 0.0311582 | Time: 1861.35 ms [2022-04-18 18:36:36 main:574] : INFO : Epoch 1812 | loss: 0.0311335 | val_loss: 0.0311558 | Time: 1845.03 ms [2022-04-18 18:36:38 main:574] : INFO : Epoch 1813 | loss: 0.0311308 | val_loss: 0.0311563 | Time: 1854.96 ms [2022-04-18 18:36:40 main:574] : INFO : Epoch 1814 | loss: 0.0311302 | val_loss: 0.0311541 | Time: 1852.67 ms [2022-04-18 18:36:42 main:574] : INFO : Epoch 1815 | loss: 0.031135 | val_loss: 0.0311524 | Time: 1854.75 ms [2022-04-18 18:36:44 main:574] : INFO : Epoch 1816 | loss: 0.0311317 | val_loss: 0.0311575 | Time: 1857.78 ms [2022-04-18 18:36:45 main:574] : INFO : Epoch 1817 | loss: 0.0311301 | val_loss: 0.0311556 | Time: 1851.37 ms [2022-04-18 18:36:47 main:574] : INFO : Epoch 1818 | loss: 0.0311266 | val_loss: 0.0311508 | Time: 1866.48 ms [2022-04-18 18:36:49 main:574] : INFO : Epoch 1819 | loss: 0.0311264 | val_loss: 0.0311541 | Time: 1851.27 ms [2022-04-18 18:36:51 main:574] : INFO : Epoch 1820 | loss: 0.0311274 | val_loss: 0.0311547 | Time: 1851.8 ms [2022-04-18 18:36:53 main:574] : INFO : Epoch 1821 | loss: 0.0311254 | val_loss: 0.0311523 | Time: 1866.43 ms [2022-04-18 18:36:55 main:574] : INFO : Epoch 1822 | loss: 0.0311255 | val_loss: 0.0311512 | Time: 1849.68 ms [2022-04-18 18:36:57 main:574] : INFO : Epoch 1823 | loss: 0.0311257 | val_loss: 0.0311536 | Time: 1861.19 ms [2022-04-18 18:36:58 main:574] : INFO : Epoch 1824 | loss: 0.0311262 | val_loss: 0.0311524 | Time: 1864.94 ms [2022-04-18 18:37:00 main:574] : INFO : Epoch 1825 | loss: 0.0311245 | val_loss: 0.0311505 | Time: 1859.41 ms [2022-04-18 18:37:02 main:574] : INFO : Epoch 1826 | loss: 0.031125 | val_loss: 0.0311508 | Time: 1861.24 ms [2022-04-18 18:37:04 main:574] : INFO : Epoch 1827 | loss: 0.0311269 | val_loss: 0.0311542 | Time: 1847.42 ms [2022-04-18 18:37:06 main:574] : INFO : Epoch 1828 | loss: 0.0311264 | val_loss: 0.0311505 | Time: 1863.38 ms [2022-04-18 18:37:08 main:574] : INFO : Epoch 1829 | loss: 0.031126 | val_loss: 0.0311549 | Time: 1848.65 ms [2022-04-18 18:37:10 main:574] : INFO : Epoch 1830 | loss: 0.0311252 | val_loss: 0.0311533 | Time: 1854.61 ms [2022-04-18 18:37:12 main:574] : INFO : Epoch 1831 | loss: 0.031129 | val_loss: 0.0311571 | Time: 1858.51 ms [2022-04-18 18:37:13 main:574] : INFO : Epoch 1832 | loss: 0.031127 | val_loss: 0.031152 | Time: 1847 ms [2022-04-18 18:37:15 main:574] : INFO : Epoch 1833 | loss: 0.0311262 | val_loss: 0.0311497 | Time: 1849.8 ms [2022-04-18 18:37:17 main:574] : INFO : Epoch 1834 | loss: 0.0311233 | val_loss: 0.0311563 | Time: 1877.7 ms [2022-04-18 18:37:19 main:574] : INFO : Epoch 1835 | loss: 0.0311242 | val_loss: 0.0311502 | Time: 1894.82 ms [2022-04-18 18:37:21 main:574] : INFO : Epoch 1836 | loss: 0.0311247 | val_loss: 0.0311549 | Time: 1924.3 ms [2022-04-18 18:37:23 main:574] : INFO : Epoch 1837 | loss: 0.0311239 | val_loss: 0.0311551 | Time: 1856 ms [2022-04-18 18:37:25 main:574] : INFO : Epoch 1838 | loss: 0.0311229 | val_loss: 0.0311516 | Time: 1850.15 ms [2022-04-18 18:37:27 main:574] : INFO : Epoch 1839 | loss: 0.0311225 | val_loss: 0.0311575 | Time: 1864.21 ms [2022-04-18 18:37:28 main:574] : INFO : Epoch 1840 | loss: 0.0311221 | val_loss: 0.0311526 | Time: 1861.88 ms [2022-04-18 18:37:30 main:574] : INFO : Epoch 1841 | loss: 0.0311252 | val_loss: 0.031152 | Time: 1859.4 ms [2022-04-18 18:37:32 main:574] : INFO : Epoch 1842 | loss: 0.0311302 | val_loss: 0.031154 | Time: 1847.05 ms [2022-04-18 18:37:34 main:574] : INFO : Epoch 1843 | loss: 0.0311283 | val_loss: 0.0311536 | Time: 1862.24 ms [2022-04-18 18:37:36 main:574] : INFO : Epoch 1844 | loss: 0.0311257 | val_loss: 0.0311515 | Time: 1849.61 ms [2022-04-18 18:37:38 main:574] : INFO : Epoch 1845 | loss: 0.0311237 | val_loss: 0.0311569 | Time: 1859.42 ms [2022-04-18 18:37:40 main:574] : INFO : Epoch 1846 | loss: 0.0311227 | val_loss: 0.031156 | Time: 1853.99 ms [2022-04-18 18:37:42 main:574] : INFO : Epoch 1847 | loss: 0.0311228 | val_loss: 0.0311599 | Time: 1866.18 ms [2022-04-18 18:37:43 main:574] : INFO : Epoch 1848 | loss: 0.031123 | val_loss: 0.031155 | Time: 1856.67 ms [2022-04-18 18:37:45 main:574] : INFO : Epoch 1849 | loss: 0.0311225 | val_loss: 0.0311566 | Time: 1861.84 ms [2022-04-18 18:37:47 main:574] : INFO : Epoch 1850 | loss: 0.0311205 | val_loss: 0.0311575 | Time: 1860.93 ms [2022-04-18 18:37:49 main:574] : INFO : Epoch 1851 | loss: 0.0311196 | val_loss: 0.0311557 | Time: 1862.18 ms [2022-04-18 18:37:51 main:574] : INFO : Epoch 1852 | loss: 0.0311201 | val_loss: 0.0311584 | Time: 1861.76 ms [2022-04-18 18:37:53 main:574] : INFO : Epoch 1853 | loss: 0.0311217 | val_loss: 0.0311552 | Time: 1851.28 ms [2022-04-18 18:37:55 main:574] : INFO : Epoch 1854 | loss: 0.0311231 | val_loss: 0.0311592 | Time: 1851.15 ms [2022-04-18 18:37:56 main:574] : INFO : Epoch 1855 | loss: 0.0311235 | val_loss: 0.0311558 | Time: 1857.96 ms [2022-04-18 18:37:58 main:574] : INFO : Epoch 1856 | loss: 0.0311249 | val_loss: 0.0311559 | Time: 1857.88 ms [2022-04-18 18:38:00 main:574] : INFO : Epoch 1857 | loss: 0.0311221 | val_loss: 0.0311516 | Time: 1855.57 ms [2022-04-18 18:38:02 main:574] : INFO : Epoch 1858 | loss: 0.0311214 | val_loss: 0.0311558 | Time: 1852.27 ms [2022-04-18 18:38:04 main:574] : INFO : Epoch 1859 | loss: 0.0311208 | val_loss: 0.0311583 | Time: 1867.52 ms [2022-04-18 18:38:06 main:574] : INFO : Epoch 1860 | loss: 0.0311327 | val_loss: 0.0311573 | Time: 1866.3 ms [2022-04-18 18:38:08 main:574] : INFO : Epoch 1861 | loss: 0.0311371 | val_loss: 0.0311605 | Time: 1865.73 ms [2022-04-18 18:38:10 main:574] : INFO : Epoch 1862 | loss: 0.0311397 | val_loss: 0.0311608 | Time: 1854.13 ms [2022-04-18 18:38:11 main:574] : INFO : Epoch 1863 | loss: 0.0311372 | val_loss: 0.0311549 | Time: 1856.52 ms [2022-04-18 18:38:13 main:574] : INFO : Epoch 1864 | loss: 0.0311364 | val_loss: 0.031159 | Time: 1855.76 ms [2022-04-18 18:38:15 main:574] : INFO : Epoch 1865 | loss: 0.0311364 | val_loss: 0.0311563 | Time: 1851.96 ms [2022-04-18 18:38:17 main:574] : INFO : Epoch 1866 | loss: 0.0311345 | val_loss: 0.0311555 | Time: 1848.64 ms [2022-04-18 18:38:19 main:574] : INFO : Epoch 1867 | loss: 0.0311331 | val_loss: 0.0311541 | Time: 1855.52 ms [2022-04-18 18:38:21 main:574] : INFO : Epoch 1868 | loss: 0.0311311 | val_loss: 0.0311555 | Time: 1854.71 ms [2022-04-18 18:38:23 main:574] : INFO : Epoch 1869 | loss: 0.0311315 | val_loss: 0.0311542 | Time: 1883.42 ms [2022-04-18 18:38:25 main:574] : INFO : Epoch 1870 | loss: 0.0311307 | val_loss: 0.0311534 | Time: 1871.88 ms [2022-04-18 18:38:26 main:574] : INFO : Epoch 1871 | loss: 0.0311314 | val_loss: 0.0311507 | Time: 1860.89 ms [2022-04-18 18:38:28 main:574] : INFO : Epoch 1872 | loss: 0.0311315 | val_loss: 0.031153 | Time: 1854.57 ms [2022-04-18 18:38:30 main:574] : INFO : Epoch 1873 | loss: 0.0311307 | val_loss: 0.0311591 | Time: 1849.25 ms [2022-04-18 18:38:32 main:574] : INFO : Epoch 1874 | loss: 0.0311322 | val_loss: 0.0311542 | Time: 1852.48 ms [2022-04-18 18:38:34 main:574] : INFO : Epoch 1875 | loss: 0.031134 | val_loss: 0.0311572 | Time: 1855.55 ms [2022-04-18 18:38:36 main:574] : INFO : Epoch 1876 | loss: 0.0311324 | val_loss: 0.0311554 | Time: 1854.91 ms [2022-04-18 18:38:38 main:574] : INFO : Epoch 1877 | loss: 0.0311318 | val_loss: 0.0311561 | Time: 1850.72 ms [2022-04-18 18:38:39 main:574] : INFO : Epoch 1878 | loss: 0.0311316 | val_loss: 0.0311607 | Time: 1859.05 ms [2022-04-18 18:38:41 main:574] : INFO : Epoch 1879 | loss: 0.0311322 | val_loss: 0.0311554 | Time: 1858.09 ms [2022-04-18 18:38:43 main:574] : INFO : Epoch 1880 | loss: 0.0311294 | val_loss: 0.0311593 | Time: 1858.1 ms [2022-04-18 18:38:45 main:574] : INFO : Epoch 1881 | loss: 0.0311324 | val_loss: 0.0311527 | Time: 1861.31 ms [2022-04-18 18:38:47 main:574] : INFO : Epoch 1882 | loss: 0.0311372 | val_loss: 0.0311602 | Time: 1858.62 ms [2022-04-18 18:38:49 main:574] : INFO : Epoch 1883 | loss: 0.031134 | val_loss: 0.0311599 | Time: 1857.94 ms [2022-04-18 18:38:51 main:574] : INFO : Epoch 1884 | loss: 0.0311339 | val_loss: 0.0311558 | Time: 1857.09 ms [2022-04-18 18:38:52 main:574] : INFO : Epoch 1885 | loss: 0.031134 | val_loss: 0.0311565 | Time: 1860.12 ms [2022-04-18 18:38:54 main:574] : INFO : Epoch 1886 | loss: 0.0311333 | val_loss: 0.0311558 | Time: 1857.54 ms [2022-04-18 18:38:56 main:574] : INFO : Epoch 1887 | loss: 0.0311313 | val_loss: 0.0311593 | Time: 1858.54 ms [2022-04-18 18:38:58 main:574] : INFO : Epoch 1888 | loss: 0.0311324 | val_loss: 0.0311553 | Time: 1855.41 ms [2022-04-18 18:39:00 main:574] : INFO : Epoch 1889 | loss: 0.0311351 | val_loss: 0.0311516 | Time: 1845.8 ms [2022-04-18 18:39:02 main:574] : INFO : Epoch 1890 | loss: 0.0311333 | val_loss: 0.0311527 | Time: 1860.81 ms [2022-04-18 18:39:04 main:574] : INFO : Epoch 1891 | loss: 0.0311332 | val_loss: 0.0311532 | Time: 1863.95 ms [2022-04-18 18:39:06 main:574] : INFO : Epoch 1892 | loss: 0.031132 | val_loss: 0.0311569 | Time: 1852.72 ms [2022-04-18 18:39:07 main:574] : INFO : Epoch 1893 | loss: 0.0311285 | val_loss: 0.0311525 | Time: 1860.49 ms [2022-04-18 18:39:09 main:574] : INFO : Epoch 1894 | loss: 0.0311277 | val_loss: 0.0311524 | Time: 1861.02 ms [2022-04-18 18:39:11 main:574] : INFO : Epoch 1895 | loss: 0.0311296 | val_loss: 0.0311564 | Time: 1849.48 ms [2022-04-18 18:39:13 main:574] : INFO : Epoch 1896 | loss: 0.03113 | val_loss: 0.0311533 | Time: 1861.34 ms [2022-04-18 18:39:15 main:574] : INFO : Epoch 1897 | loss: 0.0311276 | val_loss: 0.0311557 | Time: 1861.1 ms [2022-04-18 18:39:17 main:574] : INFO : Epoch 1898 | loss: 0.0311282 | val_loss: 0.0311517 | Time: 1862.1 ms [2022-04-18 18:39:19 main:574] : INFO : Epoch 1899 | loss: 0.0311294 | val_loss: 0.0311513 | Time: 1857.92 ms [2022-04-18 18:39:21 main:574] : INFO : Epoch 1900 | loss: 0.0311282 | val_loss: 0.031151 | Time: 1863.4 ms [2022-04-18 18:39:22 main:574] : INFO : Epoch 1901 | loss: 0.0311313 | val_loss: 0.0311469 | Time: 1862.6 ms [2022-04-18 18:39:24 main:574] : INFO : Epoch 1902 | loss: 0.0311299 | val_loss: 0.0311507 | Time: 1855.13 ms [2022-04-18 18:39:26 main:574] : INFO : Epoch 1903 | loss: 0.0311278 | val_loss: 0.0311564 | Time: 1851.05 ms [2022-04-18 18:39:28 main:574] : INFO : Epoch 1904 | loss: 0.0311284 | val_loss: 0.031153 | Time: 1866.32 ms [2022-04-18 18:39:30 main:574] : INFO : Epoch 1905 | loss: 0.0311274 | val_loss: 0.0311527 | Time: 1859.66 ms [2022-04-18 18:39:32 main:574] : INFO : Epoch 1906 | loss: 0.0311241 | val_loss: 0.0311556 | Time: 1871.12 ms [2022-04-18 18:39:34 main:574] : INFO : Epoch 1907 | loss: 0.0311238 | val_loss: 0.0311536 | Time: 1855.02 ms [2022-04-18 18:39:35 main:574] : INFO : Epoch 1908 | loss: 0.0311258 | val_loss: 0.0311516 | Time: 1853.53 ms [2022-04-18 18:39:37 main:574] : INFO : Epoch 1909 | loss: 0.0311252 | val_loss: 0.0311522 | Time: 1846.99 ms [2022-04-18 18:39:39 main:574] : INFO : Epoch 1910 | loss: 0.0311251 | val_loss: 0.0311547 | Time: 1852.77 ms [2022-04-18 18:39:41 main:574] : INFO : Epoch 1911 | loss: 0.0311235 | val_loss: 0.0311544 | Time: 1851.49 ms [2022-04-18 18:39:43 main:574] : INFO : Epoch 1912 | loss: 0.0311261 | val_loss: 0.0311523 | Time: 1863.19 ms [2022-04-18 18:39:45 main:574] : INFO : Epoch 1913 | loss: 0.0311274 | val_loss: 0.0311555 | Time: 1857.26 ms [2022-04-18 18:39:47 main:574] : INFO : Epoch 1914 | loss: 0.031127 | val_loss: 0.0311527 | Time: 1847.46 ms [2022-04-18 18:39:49 main:574] : INFO : Epoch 1915 | loss: 0.0311257 | val_loss: 0.0311512 | Time: 1848.94 ms [2022-04-18 18:39:50 main:574] : INFO : Epoch 1916 | loss: 0.0311243 | val_loss: 0.0311538 | Time: 1854.12 ms [2022-04-18 18:39:52 main:574] : INFO : Epoch 1917 | loss: 0.0311233 | val_loss: 0.0311535 | Time: 1859.06 ms [2022-04-18 18:39:54 main:574] : INFO : Epoch 1918 | loss: 0.0311227 | val_loss: 0.0311512 | Time: 1854.88 ms [2022-04-18 18:39:56 main:574] : INFO : Epoch 1919 | loss: 0.0311252 | val_loss: 0.0311547 | Time: 1859.44 ms [2022-04-18 18:39:58 main:574] : INFO : Epoch 1920 | loss: 0.0311254 | val_loss: 0.0311518 | Time: 1849.48 ms [2022-04-18 18:40:00 main:574] : INFO : Epoch 1921 | loss: 0.0311261 | val_loss: 0.0311513 | Time: 1856.65 ms [2022-04-18 18:40:02 main:574] : INFO : Epoch 1922 | loss: 0.0311254 | val_loss: 0.0311536 | Time: 1990.47 ms [2022-04-18 18:40:04 main:574] : INFO : Epoch 1923 | loss: 0.031128 | val_loss: 0.0311541 | Time: 1861.36 ms [2022-04-18 18:40:05 main:574] : INFO : Epoch 1924 | loss: 0.0311292 | val_loss: 0.0311503 | Time: 1856.39 ms [2022-04-18 18:40:07 main:574] : INFO : Epoch 1925 | loss: 0.0311287 | val_loss: 0.0311544 | Time: 1850.52 ms [2022-04-18 18:40:09 main:574] : INFO : Epoch 1926 | loss: 0.0311275 | val_loss: 0.0311522 | Time: 1850.87 ms [2022-04-18 18:40:11 main:574] : INFO : Epoch 1927 | loss: 0.0311323 | val_loss: 0.0311511 | Time: 1860.99 ms [2022-04-18 18:40:13 main:574] : INFO : Epoch 1928 | loss: 0.0311302 | val_loss: 0.031151 | Time: 1859.71 ms [2022-04-18 18:40:15 main:574] : INFO : Epoch 1929 | loss: 0.0311328 | val_loss: 0.0311505 | Time: 1859.03 ms [2022-04-18 18:40:17 main:574] : INFO : Epoch 1930 | loss: 0.0311338 | val_loss: 0.0311534 | Time: 1854.66 ms [2022-04-18 18:40:19 main:574] : INFO : Epoch 1931 | loss: 0.0311321 | val_loss: 0.0311534 | Time: 1852.54 ms [2022-04-18 18:40:20 main:574] : INFO : Epoch 1932 | loss: 0.0311298 | val_loss: 0.0311569 | Time: 1853.92 ms [2022-04-18 18:40:22 main:574] : INFO : Epoch 1933 | loss: 0.0311266 | val_loss: 0.0311552 | Time: 1857.4 ms [2022-04-18 18:40:24 main:574] : INFO : Epoch 1934 | loss: 0.0311264 | val_loss: 0.0311523 | Time: 1858.14 ms [2022-04-18 18:40:26 main:574] : INFO : Epoch 1935 | loss: 0.0311271 | val_loss: 0.0311533 | Time: 1840.64 ms [2022-04-18 18:40:28 main:574] : INFO : Epoch 1936 | loss: 0.0311268 | val_loss: 0.0311544 | Time: 1855.57 ms [2022-04-18 18:40:30 main:574] : INFO : Epoch 1937 | loss: 0.0311274 | val_loss: 0.0311573 | Time: 1854.58 ms [2022-04-18 18:40:32 main:574] : INFO : Epoch 1938 | loss: 0.0311281 | val_loss: 0.0311575 | Time: 1859.63 ms [2022-04-18 18:40:33 main:574] : INFO : Epoch 1939 | loss: 0.0311268 | val_loss: 0.0311541 | Time: 1858.7 ms [2022-04-18 18:40:35 main:574] : INFO : Epoch 1940 | loss: 0.0311279 | val_loss: 0.0311552 | Time: 1868.58 ms [2022-04-18 18:40:37 main:574] : INFO : Epoch 1941 | loss: 0.031126 | val_loss: 0.0311565 | Time: 1882.93 ms [2022-04-18 18:40:39 main:574] : INFO : Epoch 1942 | loss: 0.0311278 | val_loss: 0.0311565 | Time: 1868 ms [2022-04-18 18:40:41 main:574] : INFO : Epoch 1943 | loss: 0.0311276 | val_loss: 0.0311557 | Time: 1853.84 ms [2022-04-18 18:40:43 main:574] : INFO : Epoch 1944 | loss: 0.0311251 | val_loss: 0.0311641 | Time: 1859.35 ms [2022-04-18 18:40:45 main:574] : INFO : Epoch 1945 | loss: 0.031124 | val_loss: 0.031154 | Time: 1847.7 ms [2022-04-18 18:40:47 main:574] : INFO : Epoch 1946 | loss: 0.031126 | val_loss: 0.0311598 | Time: 1861.85 ms [2022-04-18 18:40:48 main:574] : INFO : Epoch 1947 | loss: 0.031133 | val_loss: 0.0311546 | Time: 1863.51 ms [2022-04-18 18:40:50 main:574] : INFO : Epoch 1948 | loss: 0.0311319 | val_loss: 0.0311555 | Time: 1852.98 ms [2022-04-18 18:40:52 main:574] : INFO : Epoch 1949 | loss: 0.031131 | val_loss: 0.0311568 | Time: 1849.95 ms [2022-04-18 18:40:54 main:574] : INFO : Epoch 1950 | loss: 0.0311264 | val_loss: 0.0311563 | Time: 1862.45 ms [2022-04-18 18:40:56 main:574] : INFO : Epoch 1951 | loss: 0.0311247 | val_loss: 0.0311546 | Time: 1863.23 ms [2022-04-18 18:40:58 main:574] : INFO : Epoch 1952 | loss: 0.0311253 | val_loss: 0.0311572 | Time: 1859.8 ms [2022-04-18 18:41:00 main:574] : INFO : Epoch 1953 | loss: 0.0311294 | val_loss: 0.0311567 | Time: 1855.88 ms [2022-04-18 18:41:01 main:574] : INFO : Epoch 1954 | loss: 0.0311302 | val_loss: 0.0311563 | Time: 1851.08 ms [2022-04-18 18:41:03 main:574] : INFO : Epoch 1955 | loss: 0.0311373 | val_loss: 0.0311554 | Time: 1850.09 ms [2022-04-18 18:41:05 main:574] : INFO : Epoch 1956 | loss: 0.0311437 | val_loss: 0.0311568 | Time: 1854.99 ms [2022-04-18 18:41:07 main:574] : INFO : Epoch 1957 | loss: 0.0311388 | val_loss: 0.0311609 | Time: 1855.14 ms [2022-04-18 18:41:09 main:574] : INFO : Epoch 1958 | loss: 0.0311373 | val_loss: 0.0311557 | Time: 1849.04 ms [2022-04-18 18:41:11 main:574] : INFO : Epoch 1959 | loss: 0.031133 | val_loss: 0.0311562 | Time: 1850.39 ms [2022-04-18 18:41:13 main:574] : INFO : Epoch 1960 | loss: 0.0311305 | val_loss: 0.0311573 | Time: 1857.78 ms [2022-04-18 18:41:15 main:574] : INFO : Epoch 1961 | loss: 0.0311292 | val_loss: 0.031153 | Time: 1858.38 ms [2022-04-18 18:41:16 main:574] : INFO : Epoch 1962 | loss: 0.0311292 | val_loss: 0.0311558 | Time: 1862.3 ms [2022-04-18 18:41:18 main:574] : INFO : Epoch 1963 | loss: 0.0311313 | val_loss: 0.0311584 | Time: 1860.29 ms [2022-04-18 18:41:20 main:574] : INFO : Epoch 1964 | loss: 0.0311323 | val_loss: 0.0311593 | Time: 1858.74 ms [2022-04-18 18:41:22 main:574] : INFO : Epoch 1965 | loss: 0.0311345 | val_loss: 0.0311521 | Time: 1856.02 ms [2022-04-18 18:41:24 main:574] : INFO : Epoch 1966 | loss: 0.0311339 | val_loss: 0.0311508 | Time: 1850.2 ms [2022-04-18 18:41:26 main:574] : INFO : Epoch 1967 | loss: 0.0311314 | val_loss: 0.0311569 | Time: 1854.56 ms [2022-04-18 18:41:28 main:574] : INFO : Epoch 1968 | loss: 0.0311356 | val_loss: 0.0311562 | Time: 1849.89 ms [2022-04-18 18:41:29 main:574] : INFO : Epoch 1969 | loss: 0.0311305 | val_loss: 0.0311538 | Time: 1850.69 ms [2022-04-18 18:41:31 main:574] : INFO : Epoch 1970 | loss: 0.0311305 | val_loss: 0.0311535 | Time: 1857.53 ms [2022-04-18 18:41:33 main:574] : INFO : Epoch 1971 | loss: 0.0311294 | val_loss: 0.0311535 | Time: 1855.88 ms [2022-04-18 18:41:35 main:574] : INFO : Epoch 1972 | loss: 0.0311292 | val_loss: 0.0311594 | Time: 1860.75 ms [2022-04-18 18:41:37 main:574] : INFO : Epoch 1973 | loss: 0.0311278 | val_loss: 0.0311544 | Time: 1867.78 ms [2022-04-18 18:41:39 main:574] : INFO : Epoch 1974 | loss: 0.0311253 | val_loss: 0.0311562 | Time: 1874.87 ms [2022-04-18 18:41:41 main:574] : INFO : Epoch 1975 | loss: 0.0311251 | val_loss: 0.031157 | Time: 1885.77 ms [2022-04-18 18:41:43 main:574] : INFO : Epoch 1976 | loss: 0.0311248 | val_loss: 0.0311529 | Time: 1854.79 ms [2022-04-18 18:41:44 main:574] : INFO : Epoch 1977 | loss: 0.0311263 | val_loss: 0.0311601 | Time: 1853.97 ms [2022-04-18 18:41:46 main:574] : INFO : Epoch 1978 | loss: 0.0311289 | val_loss: 0.0311554 | Time: 1862.05 ms [2022-04-18 18:41:48 main:574] : INFO : Epoch 1979 | loss: 0.0311312 | val_loss: 0.0311565 | Time: 1853.55 ms [2022-04-18 18:41:50 main:574] : INFO : Epoch 1980 | loss: 0.0311296 | val_loss: 0.0311607 | Time: 1854.65 ms [2022-04-18 18:41:52 main:574] : INFO : Epoch 1981 | loss: 0.0311317 | val_loss: 0.0311574 | Time: 1846.67 ms [2022-04-18 18:41:54 main:574] : INFO : Epoch 1982 | loss: 0.0311296 | val_loss: 0.0311617 | Time: 1854.62 ms [2022-04-18 18:41:56 main:574] : INFO : Epoch 1983 | loss: 0.0311269 | val_loss: 0.0311608 | Time: 1846.81 ms [2022-04-18 18:41:57 main:574] : INFO : Epoch 1984 | loss: 0.0311267 | val_loss: 0.0311591 | Time: 1850.74 ms [2022-04-18 18:41:59 main:574] : INFO : Epoch 1985 | loss: 0.0311272 | val_loss: 0.0311609 | Time: 1859 ms [2022-04-18 18:42:01 main:574] : INFO : Epoch 1986 | loss: 0.0311261 | val_loss: 0.0311611 | Time: 1857.72 ms [2022-04-18 18:42:03 main:574] : INFO : Epoch 1987 | loss: 0.0311268 | val_loss: 0.0311548 | Time: 1865.07 ms [2022-04-18 18:42:05 main:574] : INFO : Epoch 1988 | loss: 0.0311241 | val_loss: 0.0311608 | Time: 1851.78 ms [2022-04-18 18:42:07 main:574] : INFO : Epoch 1989 | loss: 0.0311245 | val_loss: 0.0311586 | Time: 1855.65 ms [2022-04-18 18:42:09 main:574] : INFO : Epoch 1990 | loss: 0.0311235 | val_loss: 0.0311553 | Time: 1855.88 ms [2022-04-18 18:42:11 main:574] : INFO : Epoch 1991 | loss: 0.031122 | val_loss: 0.0311609 | Time: 1848.72 ms [2022-04-18 18:42:12 main:574] : INFO : Epoch 1992 | loss: 0.031126 | val_loss: 0.0311591 | Time: 1851.91 ms [2022-04-18 18:42:14 main:574] : INFO : Epoch 1993 | loss: 0.0311256 | val_loss: 0.0311589 | Time: 1867.63 ms [2022-04-18 18:42:16 main:574] : INFO : Epoch 1994 | loss: 0.0311235 | val_loss: 0.0311634 | Time: 1853.57 ms [2022-04-18 18:42:18 main:574] : INFO : Epoch 1995 | loss: 0.0311218 | val_loss: 0.0311593 | Time: 1851.79 ms [2022-04-18 18:42:20 main:574] : INFO : Epoch 1996 | loss: 0.0311227 | val_loss: 0.031157 | Time: 1851.47 ms [2022-04-18 18:42:22 main:574] : INFO : Epoch 1997 | loss: 0.0311216 | val_loss: 0.0311589 | Time: 1856.42 ms [2022-04-18 18:42:24 main:574] : INFO : Epoch 1998 | loss: 0.0311214 | val_loss: 0.0311534 | Time: 1856.83 ms [2022-04-18 18:42:25 main:574] : INFO : Epoch 1999 | loss: 0.0311261 | val_loss: 0.0311574 | Time: 1845.59 ms [2022-04-18 18:42:27 main:574] : INFO : Epoch 2000 | loss: 0.0311264 | val_loss: 0.0311557 | Time: 1859.65 ms [2022-04-18 18:42:29 main:574] : INFO : Epoch 2001 | loss: 0.0311247 | val_loss: 0.0311522 | Time: 1848.03 ms [2022-04-18 18:42:31 main:574] : INFO : Epoch 2002 | loss: 0.031127 | val_loss: 0.031159 | Time: 1859.3 ms [2022-04-18 18:42:33 main:574] : INFO : Epoch 2003 | loss: 0.0311257 | val_loss: 0.0311646 | Time: 1863.28 ms [2022-04-18 18:42:35 main:574] : INFO : Epoch 2004 | loss: 0.0311304 | val_loss: 0.0311557 | Time: 1854.18 ms [2022-04-18 18:42:37 main:574] : INFO : Epoch 2005 | loss: 0.0311251 | val_loss: 0.031152 | Time: 1859.52 ms [2022-04-18 18:42:39 main:574] : INFO : Epoch 2006 | loss: 0.0311243 | val_loss: 0.0311557 | Time: 1861.79 ms [2022-04-18 18:42:40 main:574] : INFO : Epoch 2007 | loss: 0.0311239 | val_loss: 0.0311533 | Time: 1869.14 ms [2022-04-18 18:42:42 main:574] : INFO : Epoch 2008 | loss: 0.0311236 | val_loss: 0.0311546 | Time: 1859.54 ms [2022-04-18 18:42:44 main:574] : INFO : Epoch 2009 | loss: 0.0311234 | val_loss: 0.0311591 | Time: 1866.45 ms [2022-04-18 18:42:46 main:574] : INFO : Epoch 2010 | loss: 0.0311236 | val_loss: 0.0311574 | Time: 1869.01 ms [2022-04-18 18:42:48 main:574] : INFO : Epoch 2011 | loss: 0.0311232 | val_loss: 0.0311582 | Time: 1862.81 ms [2022-04-18 18:42:50 main:574] : INFO : Epoch 2012 | loss: 0.0311231 | val_loss: 0.0311531 | Time: 1865.21 ms [2022-04-18 18:42:52 main:574] : INFO : Epoch 2013 | loss: 0.0311224 | val_loss: 0.0311563 | Time: 1867.93 ms [2022-04-18 18:42:54 main:574] : INFO : Epoch 2014 | loss: 0.0311218 | val_loss: 0.0311528 | Time: 1855.16 ms [2022-04-18 18:42:55 main:574] : INFO : Epoch 2015 | loss: 0.0311218 | val_loss: 0.0311585 | Time: 1851.37 ms [2022-04-18 18:42:57 main:574] : INFO : Epoch 2016 | loss: 0.0311211 | val_loss: 0.0311547 | Time: 1862.64 ms [2022-04-18 18:42:59 main:574] : INFO : Epoch 2017 | loss: 0.0311201 | val_loss: 0.0311594 | Time: 1853.78 ms [2022-04-18 18:43:01 main:574] : INFO : Epoch 2018 | loss: 0.03112 | val_loss: 0.0311586 | Time: 1867.15 ms [2022-04-18 18:43:03 main:574] : INFO : Epoch 2019 | loss: 0.0311196 | val_loss: 0.0311587 | Time: 1872.9 ms [2022-04-18 18:43:05 main:574] : INFO : Epoch 2020 | loss: 0.0311208 | val_loss: 0.0311605 | Time: 1876.12 ms [2022-04-18 18:43:07 main:574] : INFO : Epoch 2021 | loss: 0.0311196 | val_loss: 0.0311613 | Time: 1876.99 ms [2022-04-18 18:43:09 main:574] : INFO : Epoch 2022 | loss: 0.0311188 | val_loss: 0.0311553 | Time: 1896.33 ms [2022-04-18 18:43:10 main:574] : INFO : Epoch 2023 | loss: 0.03112 | val_loss: 0.0311574 | Time: 1865.72 ms [2022-04-18 18:43:12 main:574] : INFO : Epoch 2024 | loss: 0.0311229 | val_loss: 0.0311619 | Time: 1892.46 ms [2022-04-18 18:43:14 main:574] : INFO : Epoch 2025 | loss: 0.0311233 | val_loss: 0.0311571 | Time: 1914.06 ms [2022-04-18 18:43:16 main:574] : INFO : Epoch 2026 | loss: 0.0311224 | val_loss: 0.0311633 | Time: 1915.04 ms [2022-04-18 18:43:18 main:574] : INFO : Epoch 2027 | loss: 0.0311238 | val_loss: 0.0311577 | Time: 1922.29 ms [2022-04-18 18:43:20 main:574] : INFO : Epoch 2028 | loss: 0.0311253 | val_loss: 0.0311553 | Time: 1897.34 ms [2022-04-18 18:43:22 main:574] : INFO : Epoch 2029 | loss: 0.0311231 | val_loss: 0.0311589 | Time: 1901.54 ms [2022-04-18 18:43:24 main:574] : INFO : Epoch 2030 | loss: 0.0311252 | val_loss: 0.031155 | Time: 1893.5 ms [2022-04-18 18:43:26 main:574] : INFO : Epoch 2031 | loss: 0.0311245 | val_loss: 0.0311577 | Time: 1893.08 ms [2022-04-18 18:43:28 main:574] : INFO : Epoch 2032 | loss: 0.031124 | val_loss: 0.0311582 | Time: 1890.61 ms [2022-04-18 18:43:30 main:574] : INFO : Epoch 2033 | loss: 0.0311226 | val_loss: 0.0311532 | Time: 1901.36 ms [2022-04-18 18:43:31 main:574] : INFO : Epoch 2034 | loss: 0.0311234 | val_loss: 0.0311553 | Time: 1893.27 ms [2022-04-18 18:43:33 main:574] : INFO : Epoch 2035 | loss: 0.0311244 | val_loss: 0.0311555 | Time: 1889.8 ms [2022-04-18 18:43:35 main:574] : INFO : Epoch 2036 | loss: 0.0311236 | val_loss: 0.0311561 | Time: 1891.01 ms [2022-04-18 18:43:37 main:574] : INFO : Epoch 2037 | loss: 0.0311245 | val_loss: 0.0311606 | Time: 1900.58 ms [2022-04-18 18:43:39 main:574] : INFO : Epoch 2038 | loss: 0.0311245 | val_loss: 0.0311585 | Time: 1889.45 ms [2022-04-18 18:43:41 main:574] : INFO : Epoch 2039 | loss: 0.0311219 | val_loss: 0.0311541 | Time: 1890.78 ms [2022-04-18 18:43:43 main:574] : INFO : Epoch 2040 | loss: 0.0311206 | val_loss: 0.0311545 | Time: 1870.26 ms [2022-04-18 18:43:45 main:574] : INFO : Epoch 2041 | loss: 0.0311225 | val_loss: 0.0311541 | Time: 1868.58 ms [2022-04-18 18:43:47 main:574] : INFO : Epoch 2042 | loss: 0.0311195 | val_loss: 0.0311569 | Time: 1859.3 ms [2022-04-18 18:43:48 main:574] : INFO : Epoch 2043 | loss: 0.0311197 | val_loss: 0.0311529 | Time: 1861.77 ms [2022-04-18 18:43:50 main:574] : INFO : Epoch 2044 | loss: 0.0311217 | val_loss: 0.031151 | Time: 1856.03 ms [2022-04-18 18:43:52 main:574] : INFO : Epoch 2045 | loss: 0.0311218 | val_loss: 0.031158 | Time: 1866.76 ms [2022-04-18 18:43:54 main:574] : INFO : Epoch 2046 | loss: 0.0311218 | val_loss: 0.0311611 | Time: 1873.67 ms [2022-04-18 18:43:56 main:574] : INFO : Epoch 2047 | loss: 0.031121 | val_loss: 0.0311544 | Time: 1854.46 ms [2022-04-18 18:43:58 main:574] : INFO : Epoch 2048 | loss: 0.0311233 | val_loss: 0.0311551 | Time: 1859.02 ms [2022-04-18 18:43:58 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311551 [2022-04-18 18:43:58 main:603] : INFO : Saving end state to config to file [2022-04-18 18:43:58 main:608] : INFO : Success, exiting.. 18:43:58 (4344): 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)