Task 14551453
| Name | ParityModified-1647039846-8317-3-0_0 |
| Workunit | 11575840 |
| Created | 8 Apr 2022, 19:45:53 UTC |
| Sent | 10 Apr 2022, 12:38:37 UTC |
| Report deadline | 18 Apr 2022, 12:38:37 UTC |
| Received | 10 Apr 2022, 17:02:09 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 10297 |
| Run time | 1 hours 4 min 49 sec |
| CPU time | 1 hours 4 min 12 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 8,879.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.66 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: 0.0311509 | val_loss: 0.0311693 | Time: 1889.33 ms [2022-04-10 17:45:58 main:574] : INFO : Epoch 1543 | loss: 0.0311492 | val_loss: 0.0311648 | Time: 1885.27 ms [2022-04-10 17:46:00 main:574] : INFO : Epoch 1544 | loss: 0.0311498 | val_loss: 0.0311626 | Time: 1891.8 ms [2022-04-10 17:46:02 main:574] : INFO : Epoch 1545 | loss: 0.0311496 | val_loss: 0.0311622 | Time: 1889.32 ms [2022-04-10 17:46:04 main:574] : INFO : Epoch 1546 | loss: 0.0311518 | val_loss: 0.0311604 | Time: 1891.57 ms [2022-04-10 17:46:06 main:574] : INFO : Epoch 1547 | loss: 0.0311506 | val_loss: 0.0311633 | Time: 1889.51 ms [2022-04-10 17:46:08 main:574] : INFO : Epoch 1548 | loss: 0.031152 | val_loss: 0.0311641 | Time: 1889.93 ms [2022-04-10 17:46:10 main:574] : INFO : Epoch 1549 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1889.87 ms [2022-04-10 17:46:12 main:574] : INFO : Epoch 1550 | loss: 0.0311511 | val_loss: 0.0311631 | Time: 1889.81 ms [2022-04-10 17:46:13 main:574] : INFO : Epoch 1551 | loss: 0.0311486 | val_loss: 0.0311649 | Time: 1884.05 ms [2022-04-10 17:46:15 main:574] : INFO : Epoch 1552 | loss: 0.0311486 | val_loss: 0.0311662 | Time: 1894.96 ms [2022-04-10 17:46:17 main:574] : INFO : Epoch 1553 | loss: 0.0311491 | val_loss: 0.0311692 | Time: 1894.84 ms [2022-04-10 17:46:19 main:574] : INFO : Epoch 1554 | loss: 0.031153 | val_loss: 0.0311701 | Time: 1889.6 ms [2022-04-10 17:46:21 main:574] : INFO : Epoch 1555 | loss: 0.0311529 | val_loss: 0.0311686 | Time: 1889.67 ms [2022-04-10 17:46:23 main:574] : INFO : Epoch 1556 | loss: 0.0311507 | val_loss: 0.0311659 | Time: 1892.22 ms [2022-04-10 17:46:25 main:574] : INFO : Epoch 1557 | loss: 0.0311492 | val_loss: 0.0311636 | Time: 1890.21 ms [2022-04-10 17:46:27 main:574] : INFO : Epoch 1558 | loss: 0.0311478 | val_loss: 0.0311615 | Time: 1885.89 ms [2022-04-10 17:46:29 main:574] : INFO : Epoch 1559 | loss: 0.0311469 | val_loss: 0.0311624 | Time: 1892.12 ms [2022-04-10 17:46:31 main:574] : INFO : Epoch 1560 | loss: 0.0311499 | val_loss: 0.031168 | Time: 1898.69 ms [2022-04-10 17:46:32 main:574] : INFO : Epoch 1561 | loss: 0.0311499 | val_loss: 0.0311696 | Time: 1890.6 ms [2022-04-10 17:46:34 main:574] : INFO : Epoch 1562 | loss: 0.0311492 | val_loss: 0.0311642 | Time: 1890.28 ms [2022-04-10 17:46:36 main:574] : INFO : Epoch 1563 | loss: 0.0311489 | val_loss: 0.0311644 | Time: 1889.68 ms [2022-04-10 17:46:38 main:574] : INFO : Epoch 1564 | loss: 0.0311492 | val_loss: 0.0311621 | Time: 1894.32 ms [2022-04-10 17:46:40 main:574] : INFO : Epoch 1565 | loss: 0.0311482 | val_loss: 0.0311649 | Time: 1888.48 ms [2022-04-10 17:46:42 main:574] : INFO : Epoch 1566 | loss: 0.0311463 | val_loss: 0.0311646 | Time: 1888.09 ms [2022-04-10 17:46:44 main:574] : INFO : Epoch 1567 | loss: 0.0311463 | val_loss: 0.0311658 | Time: 1885.12 ms [2022-04-10 17:46:46 main:574] : INFO : Epoch 1568 | loss: 0.031149 | val_loss: 0.0311667 | Time: 1891.88 ms [2022-04-10 17:46:48 main:574] : INFO : Epoch 1569 | loss: 0.0311546 | val_loss: 0.031165 | Time: 1891.43 ms [2022-04-10 17:46:50 main:574] : INFO : Epoch 1570 | loss: 0.0311556 | val_loss: 0.0311647 | Time: 1889.13 ms [2022-04-10 17:46:51 main:574] : INFO : Epoch 1571 | loss: 0.0311546 | val_loss: 0.0311639 | Time: 1889.28 ms [2022-04-10 17:46:53 main:574] : INFO : Epoch 1572 | loss: 0.0311535 | val_loss: 0.0311628 | Time: 1891.37 ms [2022-04-10 17:46:55 main:574] : INFO : Epoch 1573 | loss: 0.0311522 | val_loss: 0.0311672 | Time: 1895.36 ms [2022-04-10 17:46:57 main:574] : INFO : Epoch 1574 | loss: 0.0311528 | val_loss: 0.0311634 | Time: 1887.96 ms [2022-04-10 17:46:59 main:574] : INFO : Epoch 1575 | loss: 0.0311492 | val_loss: 0.031166 | Time: 1892.93 ms [2022-04-10 17:47:01 main:574] : INFO : Epoch 1576 | loss: 0.0311493 | val_loss: 0.0311614 | Time: 1892.45 ms [2022-04-10 17:47:03 main:574] : INFO : Epoch 1577 | loss: 0.0311505 | val_loss: 0.031165 | Time: 1893.59 ms [2022-04-10 17:47:05 main:574] : INFO : Epoch 1578 | loss: 0.03115 | val_loss: 0.0311652 | Time: 1888.87 ms [2022-04-10 17:47:07 main:574] : INFO : Epoch 1579 | loss: 0.0311511 | val_loss: 0.0311683 | Time: 1892.47 ms [2022-04-10 17:47:09 main:574] : INFO : Epoch 1580 | loss: 0.0311492 | val_loss: 0.0311649 | Time: 1887.8 ms [2022-04-10 17:47:10 main:574] : INFO : Epoch 1581 | loss: 0.0311495 | val_loss: 0.0311626 | Time: 1889.56 ms [2022-04-10 17:47:12 main:574] : INFO : Epoch 1582 | loss: 0.0311476 | val_loss: 0.0311625 | Time: 1889.09 ms [2022-04-10 17:47:14 main:574] : INFO : Epoch 1583 | loss: 0.0311473 | val_loss: 0.0311679 | Time: 1887.89 ms [2022-04-10 17:47:16 main:574] : INFO : Epoch 1584 | loss: 0.0311465 | val_loss: 0.0311627 | Time: 1896.84 ms [2022-04-10 17:47:18 main:574] : INFO : Epoch 1585 | loss: 0.0311449 | val_loss: 0.0311609 | Time: 1891.04 ms [2022-04-10 17:47:20 main:574] : INFO : Epoch 1586 | loss: 0.0311468 | val_loss: 0.0311606 | Time: 1887.4 ms [2022-04-10 17:47:22 main:574] : INFO : Epoch 1587 | loss: 0.0311448 | val_loss: 0.0311672 | Time: 1889.63 ms [2022-04-10 17:47:24 main:574] : INFO : Epoch 1588 | loss: 0.0311457 | val_loss: 0.0311653 | Time: 1889.25 ms [2022-04-10 17:47:26 main:574] : INFO : Epoch 1589 | loss: 0.0311448 | val_loss: 0.0311619 | Time: 1891.27 ms [2022-04-10 17:47:27 main:574] : INFO : Epoch 1590 | loss: 0.0311477 | val_loss: 0.0311639 | Time: 1888.5 ms [2022-04-10 17:47:29 main:574] : INFO : Epoch 1591 | loss: 0.0311476 | val_loss: 0.0311608 | Time: 1892.66 ms [2022-04-10 17:47:31 main:574] : INFO : Epoch 1592 | loss: 0.0311457 | val_loss: 0.0311612 | Time: 1887.53 ms [2022-04-10 17:47:33 main:574] : INFO : Epoch 1593 | loss: 0.0311474 | val_loss: 0.0311643 | Time: 1887.84 ms [2022-04-10 17:47:35 main:574] : INFO : Epoch 1594 | loss: 0.0311467 | val_loss: 0.0311637 | Time: 1882.9 ms [2022-04-10 17:47:37 main:574] : INFO : Epoch 1595 | loss: 0.0311446 | val_loss: 0.0311614 | Time: 1888.32 ms [2022-04-10 17:47:39 main:574] : INFO : Epoch 1596 | loss: 0.0311448 | val_loss: 0.0311632 | Time: 1891.2 ms [2022-04-10 17:47:41 main:574] : INFO : Epoch 1597 | loss: 0.0311475 | val_loss: 0.0311629 | Time: 1890.57 ms [2022-04-10 17:47:43 main:574] : INFO : Epoch 1598 | loss: 0.0311476 | val_loss: 0.0311612 | Time: 1883.17 ms [2022-04-10 17:47:45 main:574] : INFO : Epoch 1599 | loss: 0.0311445 | val_loss: 0.0311609 | Time: 1889.48 ms [2022-04-10 17:47:46 main:574] : INFO : Epoch 1600 | loss: 0.0311477 | val_loss: 0.031165 | Time: 1889.64 ms [2022-04-10 17:47:48 main:574] : INFO : Epoch 1601 | loss: 0.0311453 | val_loss: 0.0311614 | Time: 1886.6 ms [2022-04-10 17:47:50 main:574] : INFO : Epoch 1602 | loss: 0.031148 | val_loss: 0.0311693 | Time: 1883.35 ms [2022-04-10 17:47:52 main:574] : INFO : Epoch 1603 | loss: 0.0311598 | val_loss: 0.0311658 | Time: 1889.1 ms [2022-04-10 17:47:54 main:574] : INFO : Epoch 1604 | loss: 0.031159 | val_loss: 0.031161 | Time: 1893.43 ms [2022-04-10 17:47:56 main:574] : INFO : Epoch 1605 | loss: 0.0311606 | val_loss: 0.0311597 | Time: 1889 ms [2022-04-10 17:47:58 main:574] : INFO : Epoch 1606 | loss: 0.0311567 | val_loss: 0.0311632 | Time: 1888.8 ms [2022-04-10 17:48:00 main:574] : INFO : Epoch 1607 | loss: 0.0311566 | val_loss: 0.0311603 | Time: 1893.23 ms [2022-04-10 17:48:02 main:574] : INFO : Epoch 1608 | loss: 0.0311545 | val_loss: 0.0311623 | Time: 1885.03 ms [2022-04-10 17:48:03 main:574] : INFO : Epoch 1609 | loss: 0.0311551 | val_loss: 0.0311597 | Time: 1884.44 ms [2022-04-10 17:48:05 main:574] : INFO : Epoch 1610 | loss: 0.0311546 | val_loss: 0.0311636 | Time: 1891.25 ms [2022-04-10 17:48:07 main:574] : INFO : Epoch 1611 | loss: 0.0311539 | val_loss: 0.03116 | Time: 1891.73 ms [2022-04-10 17:48:09 main:574] : INFO : Epoch 1612 | loss: 0.0311536 | val_loss: 0.0311586 | Time: 1892.02 ms [2022-04-10 17:48:11 main:574] : INFO : Epoch 1613 | loss: 0.031152 | val_loss: 0.0311598 | Time: 1887.02 ms [2022-04-10 17:48:13 main:574] : INFO : Epoch 1614 | loss: 0.03115 | val_loss: 0.0311576 | Time: 1891.1 ms [2022-04-10 17:48:15 main:574] : INFO : Epoch 1615 | loss: 0.0311517 | val_loss: 0.0311615 | Time: 1887.28 ms [2022-04-10 17:48:17 main:574] : INFO : Epoch 1616 | loss: 0.0311542 | val_loss: 0.0311606 | Time: 1884.52 ms [2022-04-10 17:48:19 main:574] : INFO : Epoch 1617 | loss: 0.0311545 | val_loss: 0.0311611 | Time: 1891.78 ms [2022-04-10 17:48:21 main:574] : INFO : Epoch 1618 | loss: 0.0311502 | val_loss: 0.0311607 | Time: 1893.06 ms [2022-04-10 17:48:22 main:574] : INFO : Epoch 1619 | loss: 0.0311494 | val_loss: 0.0311599 | Time: 1887.17 ms [2022-04-10 17:48:24 main:574] : INFO : Epoch 1620 | loss: 0.0311572 | val_loss: 0.0311701 | Time: 1889.84 ms [2022-04-10 17:48:26 main:574] : INFO : Epoch 1621 | loss: 0.0311672 | val_loss: 0.0311751 | Time: 1887.14 ms [2022-04-10 17:48:28 main:574] : INFO : Epoch 1622 | loss: 0.0311623 | val_loss: 0.0311628 | Time: 1889.56 ms [2022-04-10 17:48:30 main:574] : INFO : Epoch 1623 | loss: 0.0311606 | val_loss: 0.0311623 | Time: 1888.05 ms [2022-04-10 17:48:32 main:574] : INFO : Epoch 1624 | loss: 0.0311592 | val_loss: 0.0311586 | Time: 1888.17 ms [2022-04-10 17:48:34 main:574] : INFO : Epoch 1625 | loss: 0.0311585 | val_loss: 0.0311624 | Time: 1891.9 ms [2022-04-10 17:48:36 main:574] : INFO : Epoch 1626 | loss: 0.0311584 | val_loss: 0.0311623 | Time: 1890.6 ms [2022-04-10 17:48:38 main:574] : INFO : Epoch 1627 | loss: 0.0311573 | val_loss: 0.0311596 | Time: 1894.36 ms [2022-04-10 17:48:39 main:574] : INFO : Epoch 1628 | loss: 0.0311551 | val_loss: 0.0311596 | Time: 1888.07 ms [2022-04-10 17:48:41 main:574] : INFO : Epoch 1629 | loss: 0.0311522 | val_loss: 0.031158 | Time: 1886.91 ms [2022-04-10 17:48:43 main:574] : INFO : Epoch 1630 | loss: 0.0311504 | val_loss: 0.0311588 | Time: 1893.64 ms [2022-04-10 17:48:45 main:574] : INFO : Epoch 1631 | loss: 0.0311503 | val_loss: 0.0311588 | Time: 1889.11 ms [2022-04-10 17:48:47 main:574] : INFO : Epoch 1632 | loss: 0.031149 | val_loss: 0.03116 | Time: 1887.47 ms [2022-04-10 17:48:49 main:574] : INFO : Epoch 1633 | loss: 0.0311499 | val_loss: 0.0311581 | Time: 1891.33 ms [2022-04-10 17:48:51 main:574] : INFO : Epoch 1634 | loss: 0.031149 | val_loss: 0.0311629 | Time: 1888.95 ms [2022-04-10 17:48:53 main:574] : INFO : Epoch 1635 | loss: 0.0311492 | val_loss: 0.031156 | Time: 1889.31 ms [2022-04-10 17:48:55 main:574] : INFO : Epoch 1636 | loss: 0.0311471 | val_loss: 0.0311575 | Time: 1894.13 ms [2022-04-10 17:48:57 main:574] : INFO : Epoch 1637 | loss: 0.0311482 | val_loss: 0.0311607 | Time: 1897.52 ms [2022-04-10 17:48:58 main:574] : INFO : Epoch 1638 | loss: 0.0311514 | val_loss: 0.0311785 | Time: 1892.15 ms [2022-04-10 17:49:00 main:574] : INFO : Epoch 1639 | loss: 0.0311543 | val_loss: 0.0311612 | Time: 1885.87 ms [2022-04-10 17:49:02 main:574] : INFO : Epoch 1640 | loss: 0.0311496 | val_loss: 0.0311555 | Time: 1887.72 ms [2022-04-10 17:49:04 main:574] : INFO : Epoch 1641 | loss: 0.0311488 | val_loss: 0.0311586 | Time: 1892.66 ms [2022-04-10 17:49:06 main:574] : INFO : Epoch 1642 | loss: 0.0311539 | val_loss: 0.0311642 | Time: 1892.17 ms [2022-04-10 17:49:08 main:574] : INFO : Epoch 1643 | loss: 0.0311495 | val_loss: 0.0311579 | Time: 1882.95 ms [2022-04-10 17:49:10 main:574] : INFO : Epoch 1644 | loss: 0.031149 | val_loss: 0.0311575 | Time: 1887.73 ms [2022-04-10 17:49:12 main:574] : INFO : Epoch 1645 | loss: 0.0311469 | val_loss: 0.0311551 | Time: 1892.74 ms [2022-04-10 17:49:14 main:574] : INFO : Epoch 1646 | loss: 0.0311478 | val_loss: 0.0311533 | Time: 1890.07 ms [2022-04-10 17:49:16 main:574] : INFO : Epoch 1647 | loss: 0.0311498 | val_loss: 0.0311561 | Time: 1889.53 ms [2022-04-10 17:49:17 main:574] : INFO : Epoch 1648 | loss: 0.031149 | val_loss: 0.0311628 | Time: 1887.97 ms [2022-04-10 17:49:19 main:574] : INFO : Epoch 1649 | loss: 0.0311532 | val_loss: 0.0311644 | Time: 1891.32 ms [2022-04-10 17:49:21 main:574] : INFO : Epoch 1650 | loss: 0.0311505 | val_loss: 0.031157 | Time: 1889.93 ms [2022-04-10 17:49:23 main:574] : INFO : Epoch 1651 | loss: 0.0311488 | val_loss: 0.0311533 | Time: 1891.96 ms [2022-04-10 17:49:25 main:574] : INFO : Epoch 1652 | loss: 0.031146 | val_loss: 0.0311554 | Time: 1894.03 ms [2022-04-10 17:49:27 main:574] : INFO : Epoch 1653 | loss: 0.0311462 | val_loss: 0.0311575 | Time: 1890.47 ms [2022-04-10 17:49:29 main:574] : INFO : Epoch 1654 | loss: 0.0311494 | val_loss: 0.0311603 | Time: 1887.73 ms [2022-04-10 17:49:31 main:574] : INFO : Epoch 1655 | loss: 0.0311489 | val_loss: 0.031155 | Time: 1893.77 ms [2022-04-10 17:49:33 main:574] : INFO : Epoch 1656 | loss: 0.0311487 | val_loss: 0.0311565 | Time: 1890.25 ms [2022-04-10 17:49:34 main:574] : INFO : Epoch 1657 | loss: 0.0311471 | val_loss: 0.0311604 | Time: 1895.72 ms [2022-04-10 17:49:36 main:574] : INFO : Epoch 1658 | loss: 0.0311491 | val_loss: 0.0311622 | Time: 1891.99 ms [2022-04-10 17:49:38 main:574] : INFO : Epoch 1659 | loss: 0.0311467 | val_loss: 0.0311587 | Time: 1884.52 ms [2022-04-10 17:49:40 main:574] : INFO : Epoch 1660 | loss: 0.031146 | val_loss: 0.0311588 | Time: 1891.6 ms [2022-04-10 17:49:42 main:574] : INFO : Epoch 1661 | loss: 0.0311469 | val_loss: 0.0311552 | Time: 1889.52 ms [2022-04-10 17:49:44 main:574] : INFO : Epoch 1662 | loss: 0.0311465 | val_loss: 0.0311572 | Time: 1886.75 ms [2022-04-10 17:49:46 main:574] : INFO : Epoch 1663 | loss: 0.0311491 | val_loss: 0.0311566 | Time: 1891.43 ms [2022-04-10 17:49:48 main:574] : INFO : Epoch 1664 | loss: 0.031146 | val_loss: 0.0311573 | Time: 1889.58 ms [2022-04-10 17:49:50 main:574] : INFO : Epoch 1665 | loss: 0.0311448 | val_loss: 0.0311546 | Time: 1890.57 ms [2022-04-10 17:49:52 main:574] : INFO : Epoch 1666 | loss: 0.0311434 | val_loss: 0.0311584 | Time: 1894.98 ms [2022-04-10 17:49:53 main:574] : INFO : Epoch 1667 | loss: 0.0311444 | val_loss: 0.0311594 | Time: 1894.91 ms [2022-04-10 17:49:55 main:574] : INFO : Epoch 1668 | loss: 0.0311448 | val_loss: 0.0311576 | Time: 1889.6 ms [2022-04-10 17:49:57 main:574] : INFO : Epoch 1669 | loss: 0.0311489 | val_loss: 0.0311607 | Time: 1889.6 ms [2022-04-10 17:49:59 main:574] : INFO : Epoch 1670 | loss: 0.0311505 | val_loss: 0.0311599 | Time: 1888.04 ms [2022-04-10 17:50:01 main:574] : INFO : Epoch 1671 | loss: 0.0311527 | val_loss: 0.0311638 | Time: 1891.52 ms [2022-04-10 17:50:03 main:574] : INFO : Epoch 1672 | loss: 0.0311594 | val_loss: 0.0311827 | Time: 1892.16 ms [2022-04-10 17:50:05 main:574] : INFO : Epoch 1673 | loss: 0.0311568 | val_loss: 0.0311583 | Time: 1894.29 ms [2022-04-10 17:50:07 main:574] : INFO : Epoch 1674 | loss: 0.0311459 | val_loss: 0.0311586 | Time: 1889.74 ms [2022-04-10 17:50:09 main:574] : INFO : Epoch 1675 | loss: 0.0311461 | val_loss: 0.0311593 | Time: 1894.07 ms [2022-04-10 17:50:11 main:574] : INFO : Epoch 1676 | loss: 0.0311444 | val_loss: 0.031158 | Time: 1886.49 ms [2022-04-10 17:50:12 main:574] : INFO : Epoch 1677 | loss: 0.0311479 | val_loss: 0.0311575 | Time: 1890.78 ms [2022-04-10 17:50:14 main:574] : INFO : Epoch 1678 | loss: 0.0311495 | val_loss: 0.0311584 | Time: 1889.04 ms [2022-04-10 17:50:16 main:574] : INFO : Epoch 1679 | loss: 0.0311493 | val_loss: 0.0311588 | Time: 1891.06 ms [2022-04-10 17:50:18 main:574] : INFO : Epoch 1680 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1890.79 ms [2022-04-10 17:50:20 main:574] : INFO : Epoch 1681 | loss: 0.0311477 | val_loss: 0.0311612 | Time: 1895.81 ms [2022-04-10 17:50:22 main:574] : INFO : Epoch 1682 | loss: 0.0311456 | val_loss: 0.0311615 | Time: 1883.91 ms [2022-04-10 17:50:24 main:574] : INFO : Epoch 1683 | loss: 0.0311453 | val_loss: 0.0311644 | Time: 1893.26 ms [2022-04-10 17:50:26 main:574] : INFO : Epoch 1684 | loss: 0.0311493 | val_loss: 0.0311575 | Time: 1896.29 ms [2022-04-10 17:50:28 main:574] : INFO : Epoch 1685 | loss: 0.0311438 | val_loss: 0.0311621 | Time: 1891 ms [2022-04-10 17:50:29 main:574] : INFO : Epoch 1686 | loss: 0.0311466 | val_loss: 0.0311566 | Time: 1890.43 ms [2022-04-10 17:50:31 main:574] : INFO : Epoch 1687 | loss: 0.0311427 | val_loss: 0.031156 | Time: 1887.03 ms [2022-04-10 17:50:33 main:574] : INFO : Epoch 1688 | loss: 0.0311458 | val_loss: 0.0311552 | Time: 1885.38 ms [2022-04-10 17:50:35 main:574] : INFO : Epoch 1689 | loss: 0.0311459 | val_loss: 0.0311615 | Time: 1894.23 ms [2022-04-10 17:50:37 main:574] : INFO : Epoch 1690 | loss: 0.0311414 | val_loss: 0.0311626 | Time: 1895.84 ms [2022-04-10 17:50:39 main:574] : INFO : Epoch 1691 | loss: 0.0311436 | val_loss: 0.0311573 | Time: 1895.21 ms [2022-04-10 17:50:41 main:574] : INFO : Epoch 1692 | loss: 0.0311487 | val_loss: 0.0311622 | Time: 1883.34 ms [2022-04-10 17:50:43 main:574] : INFO : Epoch 1693 | loss: 0.0311494 | val_loss: 0.0311607 | Time: 1889.09 ms [2022-04-10 17:50:45 main:574] : INFO : Epoch 1694 | loss: 0.0311451 | val_loss: 0.0311653 | Time: 1892.01 ms [2022-04-10 17:50:47 main:574] : INFO : Epoch 1695 | loss: 0.0311451 | val_loss: 0.0311578 | Time: 1882.44 ms [2022-04-10 17:50:48 main:574] : INFO : Epoch 1696 | loss: 0.0311418 | val_loss: 0.0311609 | Time: 1890.27 ms [2022-04-10 17:50:50 main:574] : INFO : Epoch 1697 | loss: 0.0311418 | val_loss: 0.0311626 | Time: 1895.77 ms [2022-04-10 17:50:52 main:574] : INFO : Epoch 1698 | loss: 0.0311408 | val_loss: 0.031166 | Time: 1892.78 ms [2022-04-10 17:50:54 main:574] : INFO : Epoch 1699 | loss: 0.031148 | val_loss: 0.0311617 | Time: 1884.13 ms [2022-04-10 17:50:56 main:574] : INFO : Epoch 1700 | loss: 0.0311481 | val_loss: 0.0311576 | Time: 1887.73 ms [2022-04-10 17:50:58 main:574] : INFO : Epoch 1701 | loss: 0.0311435 | val_loss: 0.031155 | Time: 1889.05 ms [2022-04-10 17:51:00 main:574] : INFO : Epoch 1702 | loss: 0.0311409 | val_loss: 0.0311554 | Time: 1888.87 ms [2022-04-10 17:51:02 main:574] : INFO : Epoch 1703 | loss: 0.0311409 | val_loss: 0.0311524 | Time: 1886.93 ms [2022-04-10 17:51:04 main:574] : INFO : Epoch 1704 | loss: 0.0311417 | val_loss: 0.0311534 | Time: 1893.28 ms [2022-04-10 17:51:06 main:574] : INFO : Epoch 1705 | loss: 0.0311409 | val_loss: 0.0311572 | Time: 1888.46 ms [2022-04-10 17:51:07 main:574] : INFO : Epoch 1706 | loss: 0.0311406 | val_loss: 0.0311593 | Time: 1891.05 ms [2022-04-10 17:51:09 main:574] : INFO : Epoch 1707 | loss: 0.0311456 | val_loss: 0.0311636 | Time: 1890.44 ms [2022-04-10 17:51:11 main:574] : INFO : Epoch 1708 | loss: 0.0311511 | val_loss: 0.0311554 | Time: 1888.02 ms [2022-04-10 17:51:13 main:574] : INFO : Epoch 1709 | loss: 0.0311497 | val_loss: 0.0311599 | Time: 1896.66 ms [2022-04-10 17:51:15 main:574] : INFO : Epoch 1710 | loss: 0.0311529 | val_loss: 0.0311615 | Time: 1889.31 ms [2022-04-10 17:51:17 main:574] : INFO : Epoch 1711 | loss: 0.0311513 | val_loss: 0.0311572 | Time: 1891.32 ms [2022-04-10 17:51:19 main:574] : INFO : Epoch 1712 | loss: 0.031149 | val_loss: 0.0311577 | Time: 1896.11 ms [2022-04-10 17:51:21 main:574] : INFO : Epoch 1713 | loss: 0.0311458 | val_loss: 0.0311565 | Time: 1885.87 ms [2022-04-10 17:51:23 main:574] : INFO : Epoch 1714 | loss: 0.0311445 | val_loss: 0.0311548 | Time: 1893.67 ms [2022-04-10 17:51:24 main:574] : INFO : Epoch 1715 | loss: 0.0311428 | val_loss: 0.0311546 | Time: 1889.89 ms [2022-04-10 17:51:26 main:574] : INFO : Epoch 1716 | loss: 0.0311429 | val_loss: 0.0311559 | Time: 1892.57 ms [2022-04-10 17:51:28 main:574] : INFO : Epoch 1717 | loss: 0.031141 | val_loss: 0.0311539 | Time: 1894.64 ms [2022-04-10 17:51:30 main:574] : INFO : Epoch 1718 | loss: 0.0311408 | val_loss: 0.0311569 | Time: 1894.17 ms [2022-04-10 17:51:32 main:574] : INFO : Epoch 1719 | loss: 0.0311404 | val_loss: 0.0311552 | Time: 1888.59 ms [2022-04-10 17:51:34 main:574] : INFO : Epoch 1720 | loss: 0.0311501 | val_loss: 0.031168 | Time: 1884.41 ms [2022-04-10 17:51:36 main:574] : INFO : Epoch 1721 | loss: 0.0311473 | val_loss: 0.031154 | Time: 1888.5 ms [2022-04-10 17:51:38 main:574] : INFO : Epoch 1722 | loss: 0.0311492 | val_loss: 0.0311608 | Time: 1890.75 ms [2022-04-10 17:51:40 main:574] : INFO : Epoch 1723 | loss: 0.0311591 | val_loss: 0.0311635 | Time: 1894.9 ms [2022-04-10 17:51:42 main:574] : INFO : Epoch 1724 | loss: 0.0311582 | val_loss: 0.0311633 | Time: 1891.54 ms [2022-04-10 17:51:43 main:574] : INFO : Epoch 1725 | loss: 0.031156 | val_loss: 0.0311658 | Time: 1891.18 ms [2022-04-10 17:51:45 main:574] : INFO : Epoch 1726 | loss: 0.0311568 | val_loss: 0.0311659 | Time: 1891.76 ms [2022-04-10 17:51:47 main:574] : INFO : Epoch 1727 | loss: 0.0311544 | val_loss: 0.0311609 | Time: 1888.56 ms [2022-04-10 17:51:49 main:574] : INFO : Epoch 1728 | loss: 0.0311583 | val_loss: 0.031167 | Time: 1891.05 ms [2022-04-10 17:51:51 main:574] : INFO : Epoch 1729 | loss: 0.0311597 | val_loss: 0.031164 | Time: 1890.29 ms [2022-04-10 17:51:53 main:574] : INFO : Epoch 1730 | loss: 0.031156 | val_loss: 0.0311582 | Time: 1886.25 ms [2022-04-10 17:51:55 main:574] : INFO : Epoch 1731 | loss: 0.0311526 | val_loss: 0.0311584 | Time: 1885.5 ms [2022-04-10 17:51:57 main:574] : INFO : Epoch 1732 | loss: 0.0311511 | val_loss: 0.031162 | Time: 1883.52 ms [2022-04-10 17:51:59 main:574] : INFO : Epoch 1733 | loss: 0.0311495 | val_loss: 0.031158 | Time: 1891.62 ms [2022-04-10 17:52:01 main:574] : INFO : Epoch 1734 | loss: 0.0311497 | val_loss: 0.03116 | Time: 1892.42 ms [2022-04-10 17:52:02 main:574] : INFO : Epoch 1735 | loss: 0.0311512 | val_loss: 0.0311586 | Time: 1887.78 ms [2022-04-10 17:52:04 main:574] : INFO : Epoch 1736 | loss: 0.0311479 | val_loss: 0.0311557 | Time: 1890.18 ms [2022-04-10 17:52:06 main:574] : INFO : Epoch 1737 | loss: 0.0311514 | val_loss: 0.0311562 | Time: 1894.98 ms [2022-04-10 17:52:08 main:574] : INFO : Epoch 1738 | loss: 0.03115 | val_loss: 0.0311593 | Time: 1890.95 ms [2022-04-10 17:52:10 main:574] : INFO : Epoch 1739 | loss: 0.0311494 | val_loss: 0.0311586 | Time: 1884.72 ms [2022-04-10 17:52:12 main:574] : INFO : Epoch 1740 | loss: 0.0311472 | val_loss: 0.0311588 | Time: 1891.36 ms [2022-04-10 17:52:14 main:574] : INFO : Epoch 1741 | loss: 0.0311473 | val_loss: 0.031154 | Time: 1892.01 ms [2022-04-10 17:52:16 main:574] : INFO : Epoch 1742 | loss: 0.0311506 | val_loss: 0.0311628 | Time: 1886.12 ms [2022-04-10 17:52:18 main:574] : INFO : Epoch 1743 | loss: 0.0311512 | val_loss: 0.0311602 | Time: 1891.56 ms [2022-04-10 17:52:19 main:574] : INFO : Epoch 1744 | loss: 0.0311473 | val_loss: 0.0311575 | Time: 1883.84 ms [2022-04-10 17:52:21 main:574] : INFO : Epoch 1745 | loss: 0.0311504 | val_loss: 0.031159 | Time: 1897.08 ms [2022-04-10 17:52:23 main:574] : INFO : Epoch 1746 | loss: 0.0311513 | val_loss: 0.0311583 | Time: 1892.15 ms [2022-04-10 17:52:25 main:574] : INFO : Epoch 1747 | loss: 0.0311502 | val_loss: 0.0311576 | Time: 1889.69 ms [2022-04-10 17:52:27 main:574] : INFO : Epoch 1748 | loss: 0.0311505 | val_loss: 0.0311671 | Time: 1896.2 ms [2022-04-10 17:52:29 main:574] : INFO : Epoch 1749 | loss: 0.0311531 | val_loss: 0.0311573 | Time: 1889.51 ms [2022-04-10 17:52:31 main:574] : INFO : Epoch 1750 | loss: 0.0311477 | val_loss: 0.0311597 | Time: 1890.16 ms [2022-04-10 17:52:33 main:574] : INFO : Epoch 1751 | loss: 0.0311495 | val_loss: 0.0311649 | Time: 1891.01 ms [2022-04-10 17:52:35 main:574] : INFO : Epoch 1752 | loss: 0.0311486 | val_loss: 0.0311658 | Time: 1890.51 ms [2022-04-10 17:52:37 main:574] : INFO : Epoch 1753 | loss: 0.0311487 | val_loss: 0.0311621 | Time: 1893.21 ms [2022-04-10 17:52:38 main:574] : INFO : Epoch 1754 | loss: 0.0311479 | val_loss: 0.0311609 | Time: 1887.6 ms [2022-04-10 17:52:40 main:574] : INFO : Epoch 1755 | loss: 0.0311459 | val_loss: 0.0311583 | Time: 1892.57 ms [2022-04-10 17:52:42 main:574] : INFO : Epoch 1756 | loss: 0.0311459 | val_loss: 0.0311603 | Time: 1891.34 ms [2022-04-10 17:52:44 main:574] : INFO : Epoch 1757 | loss: 0.0311458 | val_loss: 0.0311605 | Time: 1890.04 ms [2022-04-10 17:52:46 main:574] : INFO : Epoch 1758 | loss: 0.0311449 | val_loss: 0.0311585 | Time: 1892.85 ms [2022-04-10 17:52:48 main:574] : INFO : Epoch 1759 | loss: 0.031145 | val_loss: 0.031162 | Time: 1889.76 ms [2022-04-10 17:52:50 main:574] : INFO : Epoch 1760 | loss: 0.0311466 | val_loss: 0.0311581 | Time: 1889.74 ms [2022-04-10 17:52:52 main:574] : INFO : Epoch 1761 | loss: 0.0311463 | val_loss: 0.0311602 | Time: 1888.37 ms [2022-04-10 17:52:54 main:574] : INFO : Epoch 1762 | loss: 0.0311438 | val_loss: 0.0311612 | Time: 1886.13 ms [2022-04-10 17:52:56 main:574] : INFO : Epoch 1763 | loss: 0.0311436 | val_loss: 0.03116 | Time: 1892.3 ms [2022-04-10 17:52:57 main:574] : INFO : Epoch 1764 | loss: 0.0311445 | val_loss: 0.0311586 | Time: 1889.04 ms [2022-04-10 17:52:59 main:574] : INFO : Epoch 1765 | loss: 0.0311458 | val_loss: 0.0311637 | Time: 1892.88 ms [2022-04-10 17:53:01 main:574] : INFO : Epoch 1766 | loss: 0.0311462 | val_loss: 0.0311591 | Time: 1883.28 ms [2022-04-10 17:53:03 main:574] : INFO : Epoch 1767 | loss: 0.0311456 | val_loss: 0.0311645 | Time: 1885.07 ms [2022-04-10 17:53:05 main:574] : INFO : Epoch 1768 | loss: 0.031145 | val_loss: 0.0311601 | Time: 1892.9 ms [2022-04-10 17:53:07 main:574] : INFO : Epoch 1769 | loss: 0.0311474 | val_loss: 0.0311575 | Time: 1889.33 ms [2022-04-10 17:53:09 main:574] : INFO : Epoch 1770 | loss: 0.0311587 | val_loss: 0.0311642 | Time: 1892.07 ms [2022-04-10 17:53:11 main:574] : INFO : Epoch 1771 | loss: 0.0311483 | val_loss: 0.0311657 | Time: 1892.1 ms [2022-04-10 17:53:13 main:574] : INFO : Epoch 1772 | loss: 0.0311467 | val_loss: 0.0311598 | Time: 1893.55 ms [2022-04-10 17:53:14 main:574] : INFO : Epoch 1773 | loss: 0.0311455 | val_loss: 0.0311602 | Time: 1888.24 ms [2022-04-10 17:53:16 main:574] : INFO : Epoch 1774 | loss: 0.0311427 | val_loss: 0.0311574 | Time: 1893.83 ms [2022-04-10 17:53:18 main:574] : INFO : Epoch 1775 | loss: 0.0311438 | val_loss: 0.0311604 | Time: 1886.12 ms [2022-04-10 17:53:20 main:574] : INFO : Epoch 1776 | loss: 0.0311453 | val_loss: 0.0311625 | Time: 1887.91 ms [2022-04-10 17:53:22 main:574] : INFO : Epoch 1777 | loss: 0.0311449 | val_loss: 0.0311618 | Time: 1891.26 ms [2022-04-10 17:53:24 main:574] : INFO : Epoch 1778 | loss: 0.0311447 | val_loss: 0.0311579 | Time: 1897.77 ms [2022-04-10 17:53:26 main:574] : INFO : Epoch 1779 | loss: 0.0311454 | val_loss: 0.0311626 | Time: 1881.47 ms [2022-04-10 17:53:28 main:574] : INFO : Epoch 1780 | loss: 0.031148 | val_loss: 0.0311635 | Time: 1896.44 ms [2022-04-10 17:53:30 main:574] : INFO : Epoch 1781 | loss: 0.0311469 | val_loss: 0.0311596 | Time: 1890.25 ms [2022-04-10 17:53:32 main:574] : INFO : Epoch 1782 | loss: 0.0311452 | val_loss: 0.0311641 | Time: 1890.83 ms [2022-04-10 17:53:33 main:574] : INFO : Epoch 1783 | loss: 0.0311484 | val_loss: 0.0311631 | Time: 1891.82 ms [2022-04-10 17:53:35 main:574] : INFO : Epoch 1784 | loss: 0.0311484 | val_loss: 0.0311715 | Time: 1889.83 ms [2022-04-10 17:53:37 main:574] : INFO : Epoch 1785 | loss: 0.0311525 | val_loss: 0.0311595 | Time: 1893.43 ms [2022-04-10 17:53:39 main:574] : INFO : Epoch 1786 | loss: 0.0311459 | val_loss: 0.031161 | Time: 1889.03 ms [2022-04-10 17:53:41 main:574] : INFO : Epoch 1787 | loss: 0.0311443 | val_loss: 0.0311621 | Time: 1890.14 ms [2022-04-10 17:53:43 main:574] : INFO : Epoch 1788 | loss: 0.0311479 | val_loss: 0.0311641 | Time: 1883.94 ms [2022-04-10 17:53:45 main:574] : INFO : Epoch 1789 | loss: 0.0311485 | val_loss: 0.0311624 | Time: 1888.17 ms [2022-04-10 17:53:47 main:574] : INFO : Epoch 1790 | loss: 0.0311531 | val_loss: 0.0311613 | Time: 1883.08 ms [2022-04-10 17:53:49 main:574] : INFO : Epoch 1791 | loss: 0.0311512 | val_loss: 0.0311573 | Time: 1892.3 ms [2022-04-10 17:53:50 main:574] : INFO : Epoch 1792 | loss: 0.0311487 | val_loss: 0.0311592 | Time: 1888.12 ms [2022-04-10 17:53:52 main:574] : INFO : Epoch 1793 | loss: 0.0311476 | val_loss: 0.0311579 | Time: 1886.77 ms [2022-04-10 17:53:54 main:574] : INFO : Epoch 1794 | loss: 0.0311463 | val_loss: 0.0311568 | Time: 1891.15 ms [2022-04-10 17:53:56 main:574] : INFO : Epoch 1795 | loss: 0.031146 | val_loss: 0.0311576 | Time: 1895.48 ms [2022-04-10 17:53:58 main:574] : INFO : Epoch 1796 | loss: 0.0311454 | val_loss: 0.0311592 | Time: 1897.43 ms [2022-04-10 17:54:00 main:574] : INFO : Epoch 1797 | loss: 0.0311464 | val_loss: 0.0311619 | Time: 1886.52 ms [2022-04-10 17:54:02 main:574] : INFO : Epoch 1798 | loss: 0.0311485 | val_loss: 0.0311658 | Time: 1889.1 ms [2022-04-10 17:54:04 main:574] : INFO : Epoch 1799 | loss: 0.0311462 | val_loss: 0.0311628 | Time: 1893.32 ms [2022-04-10 17:54:06 main:574] : INFO : Epoch 1800 | loss: 0.0311453 | val_loss: 0.0311621 | Time: 1888.92 ms [2022-04-10 17:54:08 main:574] : INFO : Epoch 1801 | loss: 0.0311458 | val_loss: 0.0311596 | Time: 1893.02 ms [2022-04-10 17:54:09 main:574] : INFO : Epoch 1802 | loss: 0.031149 | val_loss: 0.0311561 | Time: 1886.61 ms [2022-04-10 17:54:11 main:574] : INFO : Epoch 1803 | loss: 0.0311496 | val_loss: 0.0311575 | Time: 1887.35 ms [2022-04-10 17:54:13 main:574] : INFO : Epoch 1804 | loss: 0.0311489 | val_loss: 0.0311577 | Time: 1888.37 ms [2022-04-10 17:54:15 main:574] : INFO : Epoch 1805 | loss: 0.0311475 | val_loss: 0.0311589 | Time: 1890.03 ms [2022-04-10 17:54:17 main:574] : INFO : Epoch 1806 | loss: 0.0311491 | val_loss: 0.0311624 | Time: 1892.88 ms [2022-04-10 17:54:19 main:574] : INFO : Epoch 1807 | loss: 0.0311505 | val_loss: 0.0311623 | Time: 1890.79 ms [2022-04-10 17:54:21 main:574] : INFO : Epoch 1808 | loss: 0.0311496 | val_loss: 0.0311581 | Time: 1891.13 ms [2022-04-10 17:54:23 main:574] : INFO : Epoch 1809 | loss: 0.0311466 | val_loss: 0.0311593 | Time: 1889.6 ms [2022-04-10 17:54:25 main:574] : INFO : Epoch 1810 | loss: 0.0311445 | val_loss: 0.0311599 | Time: 1883.8 ms [2022-04-10 17:54:27 main:574] : INFO : Epoch 1811 | loss: 0.0311435 | val_loss: 0.0311563 | Time: 1891.72 ms [2022-04-10 17:54:28 main:574] : INFO : Epoch 1812 | loss: 0.0311451 | val_loss: 0.0311607 | Time: 1895.04 ms [2022-04-10 17:54:30 main:574] : INFO : Epoch 1813 | loss: 0.0311458 | val_loss: 0.0311571 | Time: 1889.51 ms [2022-04-10 17:54:32 main:574] : INFO : Epoch 1814 | loss: 0.0311452 | val_loss: 0.0311603 | Time: 1887.97 ms [2022-04-10 17:54:34 main:574] : INFO : Epoch 1815 | loss: 0.0311452 | val_loss: 0.0311609 | Time: 1882.32 ms [2022-04-10 17:54:36 main:574] : INFO : Epoch 1816 | loss: 0.0311432 | val_loss: 0.0311645 | Time: 1894.64 ms [2022-04-10 17:54:38 main:574] : INFO : Epoch 1817 | loss: 0.0311449 | val_loss: 0.0311604 | Time: 1893.22 ms [2022-04-10 17:54:40 main:574] : INFO : Epoch 1818 | loss: 0.0311431 | val_loss: 0.0311558 | Time: 1887.58 ms [2022-04-10 17:54:42 main:574] : INFO : Epoch 1819 | loss: 0.0311427 | val_loss: 0.0311585 | Time: 1885.72 ms [2022-04-10 17:54:44 main:574] : INFO : Epoch 1820 | loss: 0.0311427 | val_loss: 0.0311587 | Time: 1892.54 ms [2022-04-10 17:54:45 main:574] : INFO : Epoch 1821 | loss: 0.0311427 | val_loss: 0.0311583 | Time: 1890.08 ms [2022-04-10 17:54:47 main:574] : INFO : Epoch 1822 | loss: 0.0311435 | val_loss: 0.0311587 | Time: 1881.53 ms [2022-04-10 17:54:49 main:574] : INFO : Epoch 1823 | loss: 0.0311439 | val_loss: 0.0311625 | Time: 1886.18 ms [2022-04-10 17:54:51 main:574] : INFO : Epoch 1824 | loss: 0.0311462 | val_loss: 0.0311664 | Time: 1890.74 ms [2022-04-10 17:54:53 main:574] : INFO : Epoch 1825 | loss: 0.0311436 | val_loss: 0.0311573 | Time: 1894.41 ms [2022-04-10 17:54:55 main:574] : INFO : Epoch 1826 | loss: 0.0311478 | val_loss: 0.0311606 | Time: 1887.67 ms [2022-04-10 17:54:57 main:574] : INFO : Epoch 1827 | loss: 0.031145 | val_loss: 0.0311583 | Time: 1887.07 ms [2022-04-10 17:54:59 main:574] : INFO : Epoch 1828 | loss: 0.0311441 | val_loss: 0.0311586 | Time: 1885.59 ms [2022-04-10 17:55:01 main:574] : INFO : Epoch 1829 | loss: 0.0311467 | val_loss: 0.0311592 | Time: 1894.88 ms [2022-04-10 17:55:03 main:574] : INFO : Epoch 1830 | loss: 0.0311441 | val_loss: 0.03116 | Time: 1891.79 ms [2022-04-10 17:55:04 main:574] : INFO : Epoch 1831 | loss: 0.0311447 | val_loss: 0.0311592 | Time: 1891.19 ms [2022-04-10 17:55:06 main:574] : INFO : Epoch 1832 | loss: 0.0311436 | val_loss: 0.0311616 | Time: 1889.46 ms [2022-04-10 17:55:08 main:574] : INFO : Epoch 1833 | loss: 0.0311432 | val_loss: 0.0311555 | Time: 1885.26 ms [2022-04-10 17:55:10 main:574] : INFO : Epoch 1834 | loss: 0.0311466 | val_loss: 0.0311553 | Time: 1882.03 ms [2022-04-10 17:55:12 main:574] : INFO : Epoch 1835 | loss: 0.0311443 | val_loss: 0.0311571 | Time: 1887.18 ms [2022-04-10 17:55:14 main:574] : INFO : Epoch 1836 | loss: 0.0311453 | val_loss: 0.031159 | Time: 1892.71 ms [2022-04-10 17:55:16 main:574] : INFO : Epoch 1837 | loss: 0.0311466 | val_loss: 0.0311605 | Time: 1891.74 ms [2022-04-10 17:55:18 main:574] : INFO : Epoch 1838 | loss: 0.0311439 | val_loss: 0.0311587 | Time: 1885.46 ms [2022-04-10 17:55:20 main:574] : INFO : Epoch 1839 | loss: 0.0311471 | val_loss: 0.0311596 | Time: 1896.29 ms [2022-04-10 17:55:21 main:574] : INFO : Epoch 1840 | loss: 0.0311505 | val_loss: 0.0311583 | Time: 1887.17 ms [2022-04-10 17:55:23 main:574] : INFO : Epoch 1841 | loss: 0.0311496 | val_loss: 0.0311566 | Time: 1887.47 ms [2022-04-10 17:55:25 main:574] : INFO : Epoch 1842 | loss: 0.0311473 | val_loss: 0.0311572 | Time: 1888.41 ms [2022-04-10 17:55:27 main:574] : INFO : Epoch 1843 | loss: 0.0311482 | val_loss: 0.0311587 | Time: 1889.77 ms [2022-04-10 17:55:29 main:574] : INFO : Epoch 1844 | loss: 0.0311475 | val_loss: 0.031157 | Time: 1890.23 ms [2022-04-10 17:55:31 main:574] : INFO : Epoch 1845 | loss: 0.0311472 | val_loss: 0.0311566 | Time: 1886.59 ms [2022-04-10 17:55:33 main:574] : INFO : Epoch 1846 | loss: 0.0311466 | val_loss: 0.0311583 | Time: 1893.2 ms [2022-04-10 17:55:35 main:574] : INFO : Epoch 1847 | loss: 0.0311481 | val_loss: 0.0311603 | Time: 1893.98 ms [2022-04-10 17:55:37 main:574] : INFO : Epoch 1848 | loss: 0.0311532 | val_loss: 0.0311615 | Time: 1889.81 ms [2022-04-10 17:55:39 main:574] : INFO : Epoch 1849 | loss: 0.0311516 | val_loss: 0.0311586 | Time: 1891.62 ms [2022-04-10 17:55:40 main:574] : INFO : Epoch 1850 | loss: 0.0311498 | val_loss: 0.0311631 | Time: 1888.1 ms [2022-04-10 17:55:42 main:574] : INFO : Epoch 1851 | loss: 0.0311496 | val_loss: 0.031156 | Time: 1889.01 ms [2022-04-10 17:55:44 main:574] : INFO : Epoch 1852 | loss: 0.0311479 | val_loss: 0.0311547 | Time: 1885.57 ms [2022-04-10 17:55:46 main:574] : INFO : Epoch 1853 | loss: 0.0311492 | val_loss: 0.0311615 | Time: 1887.85 ms [2022-04-10 17:55:48 main:574] : INFO : Epoch 1854 | loss: 0.0311763 | val_loss: 0.0311752 | Time: 1886.37 ms [2022-04-10 17:55:50 main:574] : INFO : Epoch 1855 | loss: 0.0311792 | val_loss: 0.031177 | Time: 1896.52 ms [2022-04-10 17:55:52 main:574] : INFO : Epoch 1856 | loss: 0.0311744 | val_loss: 0.0311735 | Time: 1889.97 ms [2022-04-10 17:55:54 main:574] : INFO : Epoch 1857 | loss: 0.0311744 | val_loss: 0.0311739 | Time: 1890.38 ms [2022-04-10 17:55:56 main:574] : INFO : Epoch 1858 | loss: 0.0311727 | val_loss: 0.0311718 | Time: 1888.55 ms [2022-04-10 17:55:58 main:574] : INFO : Epoch 1859 | loss: 0.0311701 | val_loss: 0.0311701 | Time: 1890.02 ms [2022-04-10 17:55:59 main:574] : INFO : Epoch 1860 | loss: 0.0311675 | val_loss: 0.0311702 | Time: 1885.72 ms [2022-04-10 17:56:01 main:574] : INFO : Epoch 1861 | loss: 0.0311784 | val_loss: 0.0311933 | Time: 1887.94 ms [2022-04-10 17:56:03 main:574] : INFO : Epoch 1862 | loss: 0.0311806 | val_loss: 0.0311766 | Time: 1894.22 ms [2022-04-10 17:56:05 main:574] : INFO : Epoch 1863 | loss: 0.0311754 | val_loss: 0.0311735 | Time: 1891.44 ms [2022-04-10 17:56:07 main:574] : INFO : Epoch 1864 | loss: 0.0311744 | val_loss: 0.0311729 | Time: 1883.38 ms [2022-04-10 17:56:09 main:574] : INFO : Epoch 1865 | loss: 0.0311745 | val_loss: 0.0311722 | Time: 1907.15 ms [2022-04-10 17:56:11 main:574] : INFO : Epoch 1866 | loss: 0.031172 | val_loss: 0.0311726 | Time: 1890.58 ms [2022-04-10 17:56:13 main:574] : INFO : Epoch 1867 | loss: 0.0311714 | val_loss: 0.0311699 | Time: 1892.16 ms [2022-04-10 17:56:15 main:574] : INFO : Epoch 1868 | loss: 0.0311696 | val_loss: 0.0311699 | Time: 1894.43 ms [2022-04-10 17:56:16 main:574] : INFO : Epoch 1869 | loss: 0.0311694 | val_loss: 0.0311744 | Time: 1893.09 ms [2022-04-10 17:56:18 main:574] : INFO : Epoch 1870 | loss: 0.0311717 | val_loss: 0.0311725 | Time: 1884.76 ms [2022-04-10 17:56:20 main:574] : INFO : Epoch 1871 | loss: 0.0311702 | val_loss: 0.0311753 | Time: 1898.29 ms [2022-04-10 17:56:22 main:574] : INFO : Epoch 1872 | loss: 0.0311686 | val_loss: 0.0311718 | Time: 1889.52 ms [2022-04-10 17:56:24 main:574] : INFO : Epoch 1873 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 1889.87 ms [2022-04-10 17:56:26 main:574] : INFO : Epoch 1874 | loss: 0.0311688 | val_loss: 0.0311782 | Time: 1886.12 ms [2022-04-10 17:56:28 main:574] : INFO : Epoch 1875 | loss: 0.0311677 | val_loss: 0.0311733 | Time: 1893.1 ms [2022-04-10 17:56:30 main:574] : INFO : Epoch 1876 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 1897.24 ms [2022-04-10 17:56:32 main:574] : INFO : Epoch 1877 | loss: 0.0311636 | val_loss: 0.0311708 | Time: 1889.55 ms [2022-04-10 17:56:34 main:574] : INFO : Epoch 1878 | loss: 0.0311641 | val_loss: 0.0311748 | Time: 1891.66 ms [2022-04-10 17:56:35 main:574] : INFO : Epoch 1879 | loss: 0.0311645 | val_loss: 0.0311725 | Time: 1888.79 ms [2022-04-10 17:56:37 main:574] : INFO : Epoch 1880 | loss: 0.0311641 | val_loss: 0.0311699 | Time: 1883.28 ms [2022-04-10 17:56:39 main:574] : INFO : Epoch 1881 | loss: 0.0311627 | val_loss: 0.0311672 | Time: 1887.61 ms [2022-04-10 17:56:41 main:574] : INFO : Epoch 1882 | loss: 0.0311644 | val_loss: 0.0311683 | Time: 1894.99 ms [2022-04-10 17:56:43 main:574] : INFO : Epoch 1883 | loss: 0.0311649 | val_loss: 0.0311689 | Time: 1892.04 ms [2022-04-10 17:56:45 main:574] : INFO : Epoch 1884 | loss: 0.0311645 | val_loss: 0.0311691 | Time: 1887.27 ms [2022-04-10 17:56:47 main:574] : INFO : Epoch 1885 | loss: 0.0311652 | val_loss: 0.0311711 | Time: 1887.26 ms [2022-04-10 17:56:49 main:574] : INFO : Epoch 1886 | loss: 0.0311697 | val_loss: 0.0311687 | Time: 1892.42 ms [2022-04-10 17:56:51 main:574] : INFO : Epoch 1887 | loss: 0.0311673 | val_loss: 0.0311682 | Time: 1886.46 ms [2022-04-10 17:56:52 main:574] : INFO : Epoch 1888 | loss: 0.031168 | val_loss: 0.0311667 | Time: 1894.91 ms [2022-04-10 17:56:54 main:574] : INFO : Epoch 1889 | loss: 0.031166 | val_loss: 0.0311644 | Time: 1886.17 ms [2022-04-10 17:56:56 main:574] : INFO : Epoch 1890 | loss: 0.0311655 | val_loss: 0.0311637 | Time: 1887.43 ms [2022-04-10 17:56:58 main:574] : INFO : Epoch 1891 | loss: 0.0311641 | val_loss: 0.0311664 | Time: 1893.08 ms [2022-04-10 17:57:00 main:574] : INFO : Epoch 1892 | loss: 0.0311672 | val_loss: 0.0311695 | Time: 1881.69 ms [2022-04-10 17:57:02 main:574] : INFO : Epoch 1893 | loss: 0.0311833 | val_loss: 0.0311949 | Time: 1887.48 ms [2022-04-10 17:57:04 main:574] : INFO : Epoch 1894 | loss: 0.0311856 | val_loss: 0.0311793 | Time: 1892.54 ms [2022-04-10 17:57:06 main:574] : INFO : Epoch 1895 | loss: 0.0311786 | val_loss: 0.0311841 | Time: 1887.13 ms [2022-04-10 17:57:08 main:574] : INFO : Epoch 1896 | loss: 0.0311958 | val_loss: 0.0311988 | Time: 1885.53 ms [2022-04-10 17:57:10 main:574] : INFO : Epoch 1897 | loss: 0.031195 | val_loss: 0.0311957 | Time: 1886.61 ms [2022-04-10 17:57:11 main:574] : INFO : Epoch 1898 | loss: 0.0311983 | val_loss: 0.0311997 | Time: 1888.64 ms [2022-04-10 17:57:13 main:574] : INFO : Epoch 1899 | loss: 0.0311977 | val_loss: 0.0311984 | Time: 1889.93 ms [2022-04-10 17:57:15 main:574] : INFO : Epoch 1900 | loss: 0.0311971 | val_loss: 0.0311934 | Time: 1893.13 ms [2022-04-10 17:57:17 main:574] : INFO : Epoch 1901 | loss: 0.0311974 | val_loss: 0.0311995 | Time: 1891.82 ms [2022-04-10 17:57:19 main:574] : INFO : Epoch 1902 | loss: 0.0312044 | val_loss: 0.0312 | Time: 1888.32 ms [2022-04-10 17:57:21 main:574] : INFO : Epoch 1903 | loss: 0.0312017 | val_loss: 0.0311969 | Time: 1896.52 ms [2022-04-10 17:57:23 main:574] : INFO : Epoch 1904 | loss: 0.031199 | val_loss: 0.0311996 | Time: 1888.59 ms [2022-04-10 17:57:25 main:574] : INFO : Epoch 1905 | loss: 0.0311998 | val_loss: 0.0311985 | Time: 1886.54 ms [2022-04-10 17:57:27 main:574] : INFO : Epoch 1906 | loss: 0.0311987 | val_loss: 0.0312003 | Time: 1891.05 ms [2022-04-10 17:57:28 main:574] : INFO : Epoch 1907 | loss: 0.0311967 | val_loss: 0.0311981 | Time: 1897.75 ms [2022-04-10 17:57:30 main:574] : INFO : Epoch 1908 | loss: 0.031195 | val_loss: 0.0311972 | Time: 1886.18 ms [2022-04-10 17:57:32 main:574] : INFO : Epoch 1909 | loss: 0.0311947 | val_loss: 0.0311953 | Time: 1890.52 ms [2022-04-10 17:57:34 main:574] : INFO : Epoch 1910 | loss: 0.0311932 | val_loss: 0.0311916 | Time: 1892.53 ms [2022-04-10 17:57:36 main:574] : INFO : Epoch 1911 | loss: 0.0311915 | val_loss: 0.0311917 | Time: 1891.01 ms [2022-04-10 17:57:38 main:574] : INFO : Epoch 1912 | loss: 0.0311914 | val_loss: 0.0311945 | Time: 1891.51 ms [2022-04-10 17:57:40 main:574] : INFO : Epoch 1913 | loss: 0.0311915 | val_loss: 0.0311915 | Time: 1888.04 ms [2022-04-10 17:57:42 main:574] : INFO : Epoch 1914 | loss: 0.0311879 | val_loss: 0.0311895 | Time: 1888.34 ms [2022-04-10 17:57:44 main:574] : INFO : Epoch 1915 | loss: 0.0311876 | val_loss: 0.0311883 | Time: 1884.79 ms [2022-04-10 17:57:46 main:574] : INFO : Epoch 1916 | loss: 0.0311867 | val_loss: 0.031188 | Time: 1891.92 ms [2022-04-10 17:57:47 main:574] : INFO : Epoch 1917 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 1884.45 ms [2022-04-10 17:57:49 main:574] : INFO : Epoch 1918 | loss: 0.0311865 | val_loss: 0.0311868 | Time: 1888.59 ms [2022-04-10 17:57:51 main:574] : INFO : Epoch 1919 | loss: 0.0311842 | val_loss: 0.0311872 | Time: 1896.04 ms [2022-04-10 17:57:53 main:574] : INFO : Epoch 1920 | loss: 0.0311878 | val_loss: 0.0312011 | Time: 1891.46 ms [2022-04-10 17:57:55 main:574] : INFO : Epoch 1921 | loss: 0.0311872 | val_loss: 0.0311882 | Time: 1888.27 ms [2022-04-10 17:57:57 main:574] : INFO : Epoch 1922 | loss: 0.0311847 | val_loss: 0.0311888 | Time: 1898 ms [2022-04-10 17:57:59 main:574] : INFO : Epoch 1923 | loss: 0.0311851 | val_loss: 0.0311877 | Time: 1892.45 ms [2022-04-10 17:58:01 main:574] : INFO : Epoch 1924 | loss: 0.0311845 | val_loss: 0.0311878 | Time: 1893.64 ms [2022-04-10 17:58:03 main:574] : INFO : Epoch 1925 | loss: 0.0311843 | val_loss: 0.0311872 | Time: 1889.97 ms [2022-04-10 17:58:05 main:574] : INFO : Epoch 1926 | loss: 0.0311844 | val_loss: 0.0311874 | Time: 1893.03 ms [2022-04-10 17:58:06 main:574] : INFO : Epoch 1927 | loss: 0.0311837 | val_loss: 0.0311865 | Time: 1897.49 ms [2022-04-10 17:58:08 main:574] : INFO : Epoch 1928 | loss: 0.0311867 | val_loss: 0.0311931 | Time: 1887.83 ms [2022-04-10 17:58:10 main:574] : INFO : Epoch 1929 | loss: 0.0311842 | val_loss: 0.0311867 | Time: 1890.21 ms [2022-04-10 17:58:12 main:574] : INFO : Epoch 1930 | loss: 0.0311865 | val_loss: 0.0311883 | Time: 1888.52 ms [2022-04-10 17:58:14 main:574] : INFO : Epoch 1931 | loss: 0.0311848 | val_loss: 0.0311897 | Time: 1903.79 ms [2022-04-10 17:58:16 main:574] : INFO : Epoch 1932 | loss: 0.0311837 | val_loss: 0.0311868 | Time: 1893.48 ms [2022-04-10 17:58:18 main:574] : INFO : Epoch 1933 | loss: 0.0311841 | val_loss: 0.0311877 | Time: 1890.21 ms [2022-04-10 17:58:20 main:574] : INFO : Epoch 1934 | loss: 0.0311837 | val_loss: 0.0311873 | Time: 1893.56 ms [2022-04-10 17:58:22 main:574] : INFO : Epoch 1935 | loss: 0.0311839 | val_loss: 0.03119 | Time: 1894.27 ms [2022-04-10 17:58:23 main:574] : INFO : Epoch 1936 | loss: 0.0311827 | val_loss: 0.0311862 | Time: 1886.91 ms [2022-04-10 17:58:25 main:574] : INFO : Epoch 1937 | loss: 0.0311809 | val_loss: 0.0311893 | Time: 1882.48 ms [2022-04-10 17:58:27 main:574] : INFO : Epoch 1938 | loss: 0.0311811 | val_loss: 0.0311856 | Time: 1896.71 ms [2022-04-10 17:58:29 main:574] : INFO : Epoch 1939 | loss: 0.0311807 | val_loss: 0.0311854 | Time: 1893.6 ms [2022-04-10 17:58:31 main:574] : INFO : Epoch 1940 | loss: 0.0311801 | val_loss: 0.0311889 | Time: 1884.3 ms [2022-04-10 17:58:33 main:574] : INFO : Epoch 1941 | loss: 0.031182 | val_loss: 0.0311906 | Time: 1892.2 ms [2022-04-10 17:58:35 main:574] : INFO : Epoch 1942 | loss: 0.0311816 | val_loss: 0.0311918 | Time: 1892.86 ms [2022-04-10 17:58:37 main:574] : INFO : Epoch 1943 | loss: 0.0311799 | val_loss: 0.0311872 | Time: 1885.92 ms [2022-04-10 17:58:39 main:574] : INFO : Epoch 1944 | loss: 0.0311799 | val_loss: 0.0311857 | Time: 1885.66 ms [2022-04-10 17:58:41 main:574] : INFO : Epoch 1945 | loss: 0.0311802 | val_loss: 0.0311873 | Time: 1888.51 ms [2022-04-10 17:58:42 main:574] : INFO : Epoch 1946 | loss: 0.0311789 | val_loss: 0.031187 | Time: 1888.68 ms [2022-04-10 17:58:44 main:574] : INFO : Epoch 1947 | loss: 0.0311792 | val_loss: 0.0311879 | Time: 1886.45 ms [2022-04-10 17:58:46 main:574] : INFO : Epoch 1948 | loss: 0.0311783 | val_loss: 0.0311855 | Time: 1893.01 ms [2022-04-10 17:58:48 main:574] : INFO : Epoch 1949 | loss: 0.0311808 | val_loss: 0.0311939 | Time: 1894.43 ms [2022-04-10 17:58:50 main:574] : INFO : Epoch 1950 | loss: 0.031184 | val_loss: 0.0311886 | Time: 1892.71 ms [2022-04-10 17:58:52 main:574] : INFO : Epoch 1951 | loss: 0.031179 | val_loss: 0.0311851 | Time: 1887 ms [2022-04-10 17:58:54 main:574] : INFO : Epoch 1952 | loss: 0.0311779 | val_loss: 0.0311856 | Time: 1889.8 ms [2022-04-10 17:58:56 main:574] : INFO : Epoch 1953 | loss: 0.0311774 | val_loss: 0.0311851 | Time: 1888.31 ms [2022-04-10 17:58:58 main:574] : INFO : Epoch 1954 | loss: 0.0311798 | val_loss: 0.0311848 | Time: 1888.45 ms [2022-04-10 17:58:59 main:574] : INFO : Epoch 1955 | loss: 0.031178 | val_loss: 0.0311845 | Time: 1890.47 ms [2022-04-10 17:59:01 main:574] : INFO : Epoch 1956 | loss: 0.0311785 | val_loss: 0.0311837 | Time: 1889.53 ms [2022-04-10 17:59:03 main:574] : INFO : Epoch 1957 | loss: 0.0311783 | val_loss: 0.0311825 | Time: 1894.72 ms [2022-04-10 17:59:05 main:574] : INFO : Epoch 1958 | loss: 0.0311783 | val_loss: 0.0311872 | Time: 1885.97 ms [2022-04-10 17:59:07 main:574] : INFO : Epoch 1959 | loss: 0.0311798 | val_loss: 0.0311856 | Time: 1891.74 ms [2022-04-10 17:59:09 main:574] : INFO : Epoch 1960 | loss: 0.031178 | val_loss: 0.0311853 | Time: 1882.76 ms [2022-04-10 17:59:11 main:574] : INFO : Epoch 1961 | loss: 0.0311788 | val_loss: 0.0311871 | Time: 1897.19 ms [2022-04-10 17:59:13 main:574] : INFO : Epoch 1962 | loss: 0.0311772 | val_loss: 0.0311838 | Time: 1890.32 ms [2022-04-10 17:59:15 main:574] : INFO : Epoch 1963 | loss: 0.0311783 | val_loss: 0.0311898 | Time: 1885.13 ms [2022-04-10 17:59:17 main:574] : INFO : Epoch 1964 | loss: 0.0311825 | val_loss: 0.0311851 | Time: 1887.56 ms [2022-04-10 17:59:18 main:574] : INFO : Epoch 1965 | loss: 0.0311795 | val_loss: 0.0311843 | Time: 1895.27 ms [2022-04-10 17:59:20 main:574] : INFO : Epoch 1966 | loss: 0.0311783 | val_loss: 0.0311839 | Time: 1891.61 ms [2022-04-10 17:59:22 main:574] : INFO : Epoch 1967 | loss: 0.0311758 | val_loss: 0.0311839 | Time: 1892.55 ms [2022-04-10 17:59:24 main:574] : INFO : Epoch 1968 | loss: 0.0311768 | val_loss: 0.031185 | Time: 1892.41 ms [2022-04-10 17:59:26 main:574] : INFO : Epoch 1969 | loss: 0.0311798 | val_loss: 0.0311933 | Time: 1886.33 ms [2022-04-10 17:59:28 main:574] : INFO : Epoch 1970 | loss: 0.0311768 | val_loss: 0.0311867 | Time: 1890.3 ms [2022-04-10 17:59:30 main:574] : INFO : Epoch 1971 | loss: 0.0311761 | val_loss: 0.0311833 | Time: 1885.97 ms [2022-04-10 17:59:32 main:574] : INFO : Epoch 1972 | loss: 0.0311765 | val_loss: 0.0311858 | Time: 1883.75 ms [2022-04-10 17:59:34 main:574] : INFO : Epoch 1973 | loss: 0.0311792 | val_loss: 0.0311852 | Time: 1891.05 ms [2022-04-10 17:59:35 main:574] : INFO : Epoch 1974 | loss: 0.0311773 | val_loss: 0.0311946 | Time: 1886.48 ms [2022-04-10 17:59:37 main:574] : INFO : Epoch 1975 | loss: 0.0311784 | val_loss: 0.0311849 | Time: 1887.17 ms [2022-04-10 17:59:39 main:574] : INFO : Epoch 1976 | loss: 0.0311763 | val_loss: 0.0311858 | Time: 1890.52 ms [2022-04-10 17:59:41 main:574] : INFO : Epoch 1977 | loss: 0.0311765 | val_loss: 0.031192 | Time: 1894.2 ms [2022-04-10 17:59:43 main:574] : INFO : Epoch 1978 | loss: 0.0311782 | val_loss: 0.0311927 | Time: 1892.64 ms [2022-04-10 17:59:45 main:574] : INFO : Epoch 1979 | loss: 0.0311762 | val_loss: 0.0311833 | Time: 1887.55 ms [2022-04-10 17:59:47 main:574] : INFO : Epoch 1980 | loss: 0.0311741 | val_loss: 0.0311841 | Time: 1879.81 ms [2022-04-10 17:59:49 main:574] : INFO : Epoch 1981 | loss: 0.0311742 | val_loss: 0.0311845 | Time: 1886.72 ms [2022-04-10 17:59:51 main:574] : INFO : Epoch 1982 | loss: 0.0311757 | val_loss: 0.0311859 | Time: 1895.95 ms [2022-04-10 17:59:53 main:574] : INFO : Epoch 1983 | loss: 0.0311783 | val_loss: 0.0311922 | Time: 1891.12 ms [2022-04-10 17:59:54 main:574] : INFO : Epoch 1984 | loss: 0.0311796 | val_loss: 0.0311854 | Time: 1895.56 ms [2022-04-10 17:59:56 main:574] : INFO : Epoch 1985 | loss: 0.0311773 | val_loss: 0.0311877 | Time: 1887.9 ms [2022-04-10 17:59:58 main:574] : INFO : Epoch 1986 | loss: 0.0311764 | val_loss: 0.0311858 | Time: 1889.65 ms [2022-04-10 18:00:00 main:574] : INFO : Epoch 1987 | loss: 0.0311765 | val_loss: 0.0311885 | Time: 1892.32 ms [2022-04-10 18:00:02 main:574] : INFO : Epoch 1988 | loss: 0.0311782 | val_loss: 0.0311885 | Time: 1889.97 ms [2022-04-10 18:00:04 main:574] : INFO : Epoch 1989 | loss: 0.0311765 | val_loss: 0.0311872 | Time: 1886.22 ms [2022-04-10 18:00:06 main:574] : INFO : Epoch 1990 | loss: 0.0311762 | val_loss: 0.0311888 | Time: 1889.36 ms [2022-04-10 18:00:08 main:574] : INFO : Epoch 1991 | loss: 0.0311759 | val_loss: 0.0311934 | Time: 1887.8 ms [2022-04-10 18:00:10 main:574] : INFO : Epoch 1992 | loss: 0.0311797 | val_loss: 0.0311857 | Time: 1888.44 ms [2022-04-10 18:00:11 main:574] : INFO : Epoch 1993 | loss: 0.0311786 | val_loss: 0.0311854 | Time: 1887.76 ms [2022-04-10 18:00:13 main:574] : INFO : Epoch 1994 | loss: 0.0311757 | val_loss: 0.0311887 | Time: 1888.19 ms [2022-04-10 18:00:15 main:574] : INFO : Epoch 1995 | loss: 0.0311742 | val_loss: 0.0311842 | Time: 1893.75 ms [2022-04-10 18:00:17 main:574] : INFO : Epoch 1996 | loss: 0.0311726 | val_loss: 0.0311861 | Time: 1895.85 ms [2022-04-10 18:00:19 main:574] : INFO : Epoch 1997 | loss: 0.0311757 | val_loss: 0.0311869 | Time: 1889.11 ms [2022-04-10 18:00:21 main:574] : INFO : Epoch 1998 | loss: 0.0311729 | val_loss: 0.0311832 | Time: 1890.01 ms [2022-04-10 18:00:23 main:574] : INFO : Epoch 1999 | loss: 0.0311748 | val_loss: 0.0311853 | Time: 1893.86 ms [2022-04-10 18:00:25 main:574] : INFO : Epoch 2000 | loss: 0.0311789 | val_loss: 0.0311918 | Time: 1895.79 ms [2022-04-10 18:00:27 main:574] : INFO : Epoch 2001 | loss: 0.0311729 | val_loss: 0.0311863 | Time: 1895.29 ms [2022-04-10 18:00:29 main:574] : INFO : Epoch 2002 | loss: 0.0311714 | val_loss: 0.0311878 | Time: 1888.7 ms [2022-04-10 18:00:30 main:574] : INFO : Epoch 2003 | loss: 0.0311716 | val_loss: 0.0311878 | Time: 1885.19 ms [2022-04-10 18:00:32 main:574] : INFO : Epoch 2004 | loss: 0.031173 | val_loss: 0.0311863 | Time: 1890.6 ms [2022-04-10 18:00:34 main:574] : INFO : Epoch 2005 | loss: 0.0311751 | val_loss: 0.0311984 | Time: 1891.33 ms [2022-04-10 18:00:36 main:574] : INFO : Epoch 2006 | loss: 0.0311748 | val_loss: 0.0311865 | Time: 1892.76 ms [2022-04-10 18:00:38 main:574] : INFO : Epoch 2007 | loss: 0.031174 | val_loss: 0.0311883 | Time: 1888.53 ms [2022-04-10 18:00:40 main:574] : INFO : Epoch 2008 | loss: 0.0311743 | val_loss: 0.0311864 | Time: 1890.69 ms [2022-04-10 18:00:42 main:574] : INFO : Epoch 2009 | loss: 0.0311715 | val_loss: 0.0311867 | Time: 1890.4 ms [2022-04-10 18:00:44 main:574] : INFO : Epoch 2010 | loss: 0.0311743 | val_loss: 0.031186 | Time: 1888.3 ms [2022-04-10 18:00:46 main:574] : INFO : Epoch 2011 | loss: 0.0311722 | val_loss: 0.0311871 | Time: 1891.25 ms [2022-04-10 18:00:47 main:574] : INFO : Epoch 2012 | loss: 0.0311725 | val_loss: 0.0311908 | Time: 1890.56 ms [2022-04-10 18:00:49 main:574] : INFO : Epoch 2013 | loss: 0.031172 | val_loss: 0.0311858 | Time: 1889.58 ms [2022-04-10 18:00:51 main:574] : INFO : Epoch 2014 | loss: 0.0311726 | val_loss: 0.0311912 | Time: 1889.35 ms [2022-04-10 18:00:53 main:574] : INFO : Epoch 2015 | loss: 0.0311717 | val_loss: 0.0311886 | Time: 1892.75 ms [2022-04-10 18:00:55 main:574] : INFO : Epoch 2016 | loss: 0.0311713 | val_loss: 0.0311969 | Time: 1886.51 ms [2022-04-10 18:00:57 main:574] : INFO : Epoch 2017 | loss: 0.0311731 | val_loss: 0.0311876 | Time: 1885.8 ms [2022-04-10 18:00:59 main:574] : INFO : Epoch 2018 | loss: 0.0311718 | val_loss: 0.0311857 | Time: 1892.06 ms [2022-04-10 18:01:01 main:574] : INFO : Epoch 2019 | loss: 0.0311741 | val_loss: 0.0311855 | Time: 1891.07 ms [2022-04-10 18:01:03 main:574] : INFO : Epoch 2020 | loss: 0.0311739 | val_loss: 0.0311871 | Time: 1895 ms [2022-04-10 18:01:05 main:574] : INFO : Epoch 2021 | loss: 0.0311759 | val_loss: 0.0311866 | Time: 1887.13 ms [2022-04-10 18:01:06 main:574] : INFO : Epoch 2022 | loss: 0.0311746 | val_loss: 0.0311851 | Time: 1889.93 ms [2022-04-10 18:01:08 main:574] : INFO : Epoch 2023 | loss: 0.0311729 | val_loss: 0.0311849 | Time: 1894.64 ms [2022-04-10 18:01:10 main:574] : INFO : Epoch 2024 | loss: 0.0311729 | val_loss: 0.0311881 | Time: 1883.38 ms [2022-04-10 18:01:12 main:574] : INFO : Epoch 2025 | loss: 0.0311727 | val_loss: 0.031192 | Time: 1888.81 ms [2022-04-10 18:01:14 main:574] : INFO : Epoch 2026 | loss: 0.0311775 | val_loss: 0.0311839 | Time: 1884.49 ms [2022-04-10 18:01:16 main:574] : INFO : Epoch 2027 | loss: 0.0311745 | val_loss: 0.0311851 | Time: 1892.67 ms [2022-04-10 18:01:18 main:574] : INFO : Epoch 2028 | loss: 0.0311701 | val_loss: 0.0311856 | Time: 1890.59 ms [2022-04-10 18:01:20 main:574] : INFO : Epoch 2029 | loss: 0.0311776 | val_loss: 0.0311853 | Time: 1887.24 ms [2022-04-10 18:01:22 main:574] : INFO : Epoch 2030 | loss: 0.0311771 | val_loss: 0.0311901 | Time: 1885.44 ms [2022-04-10 18:01:23 main:574] : INFO : Epoch 2031 | loss: 0.0311768 | val_loss: 0.031188 | Time: 1889.8 ms [2022-04-10 18:01:25 main:574] : INFO : Epoch 2032 | loss: 0.0311749 | val_loss: 0.0311882 | Time: 1885.9 ms [2022-04-10 18:01:27 main:574] : INFO : Epoch 2033 | loss: 0.031175 | val_loss: 0.0311874 | Time: 1890.8 ms [2022-04-10 18:01:29 main:574] : INFO : Epoch 2034 | loss: 0.0311773 | val_loss: 0.031188 | Time: 1887.74 ms [2022-04-10 18:01:31 main:574] : INFO : Epoch 2035 | loss: 0.031175 | val_loss: 0.0311864 | Time: 1888.18 ms [2022-04-10 18:01:33 main:574] : INFO : Epoch 2036 | loss: 0.0311766 | val_loss: 0.0311868 | Time: 1887.2 ms [2022-04-10 18:01:35 main:574] : INFO : Epoch 2037 | loss: 0.0311754 | val_loss: 0.0311869 | Time: 1883.32 ms [2022-04-10 18:01:37 main:574] : INFO : Epoch 2038 | loss: 0.0311769 | val_loss: 0.0311867 | Time: 1890.64 ms [2022-04-10 18:01:39 main:574] : INFO : Epoch 2039 | loss: 0.0311767 | val_loss: 0.031187 | Time: 1886.27 ms [2022-04-10 18:01:41 main:574] : INFO : Epoch 2040 | loss: 0.031175 | val_loss: 0.0311855 | Time: 1894.36 ms [2022-04-10 18:01:42 main:574] : INFO : Epoch 2041 | loss: 0.0311739 | val_loss: 0.0311868 | Time: 1890.8 ms [2022-04-10 18:01:44 main:574] : INFO : Epoch 2042 | loss: 0.0311739 | val_loss: 0.0311865 | Time: 1889.79 ms [2022-04-10 18:01:46 main:574] : INFO : Epoch 2043 | loss: 0.031173 | val_loss: 0.031188 | Time: 1893.02 ms [2022-04-10 18:01:48 main:574] : INFO : Epoch 2044 | loss: 0.031175 | val_loss: 0.0311859 | Time: 1891.24 ms [2022-04-10 18:01:50 main:574] : INFO : Epoch 2045 | loss: 0.0311749 | val_loss: 0.0311864 | Time: 1888.61 ms [2022-04-10 18:01:52 main:574] : INFO : Epoch 2046 | loss: 0.0311757 | val_loss: 0.0311876 | Time: 1884.74 ms [2022-04-10 18:01:54 main:574] : INFO : Epoch 2047 | loss: 0.0311748 | val_loss: 0.0311872 | Time: 1887.4 ms [2022-04-10 18:01:56 main:574] : INFO : Epoch 2048 | loss: 0.0311756 | val_loss: 0.0311868 | Time: 1889.48 ms [2022-04-10 18:01:56 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311868 [2022-04-10 18:01:56 main:603] : INFO : Saving end state to config to file [2022-04-10 18:01:56 main:608] : INFO : Success, exiting.. 18:01:56 (19364): called boinc_finish(0) </stderr_txt> ]]>
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A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)