Task 6114372
| Name | ParityMachine-1627362369-14241-1_0 |
| Workunit | 3911335 |
| Created | 29 Jul 2021, 2:02:09 UTC |
| Sent | 30 Jul 2021, 10:41:38 UTC |
| Report deadline | 6 Aug 2021, 10:41:38 UTC |
| Received | 30 Jul 2021, 15:00:24 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 13196 |
| Run time | 1 hours 5 min 32 sec |
| CPU time | 1 hours 3 min 10 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 2,143.11 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> 30 08:43:18 main:574] : INFO : Epoch 1542 | loss: 0.0311573 | val_loss: 0.031171 | Time: 1855.98 ms [2021-07-30 08:43:20 main:574] : INFO : Epoch 1543 | loss: 0.0311541 | val_loss: 0.0311723 | Time: 1846.71 ms [2021-07-30 08:43:22 main:574] : INFO : Epoch 1544 | loss: 0.0311548 | val_loss: 0.0311713 | Time: 1845.57 ms [2021-07-30 08:43:24 main:574] : INFO : Epoch 1545 | loss: 0.0311544 | val_loss: 0.0311721 | Time: 1847.68 ms [2021-07-30 08:43:26 main:574] : INFO : Epoch 1546 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 1845.34 ms [2021-07-30 08:43:28 main:574] : INFO : Epoch 1547 | loss: 0.0311696 | val_loss: 0.0311863 | Time: 1839.53 ms [2021-07-30 08:43:29 main:574] : INFO : Epoch 1548 | loss: 0.0311779 | val_loss: 0.0311773 | Time: 1844.83 ms [2021-07-30 08:43:31 main:574] : INFO : Epoch 1549 | loss: 0.0311729 | val_loss: 0.0311819 | Time: 1845.16 ms [2021-07-30 08:43:33 main:574] : INFO : Epoch 1550 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 1855.64 ms [2021-07-30 08:43:35 main:574] : INFO : Epoch 1551 | loss: 0.0311693 | val_loss: 0.0311773 | Time: 1867.65 ms [2021-07-30 08:43:37 main:574] : INFO : Epoch 1552 | loss: 0.0311668 | val_loss: 0.0311748 | Time: 1851.95 ms [2021-07-30 08:43:39 main:574] : INFO : Epoch 1553 | loss: 0.0311666 | val_loss: 0.031178 | Time: 1850.76 ms [2021-07-30 08:43:41 main:574] : INFO : Epoch 1554 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 1848.45 ms [2021-07-30 08:43:43 main:574] : INFO : Epoch 1555 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 1845.42 ms [2021-07-30 08:43:45 main:574] : INFO : Epoch 1556 | loss: 0.0311647 | val_loss: 0.0311715 | Time: 1850.32 ms [2021-07-30 08:43:47 main:574] : INFO : Epoch 1557 | loss: 0.0311671 | val_loss: 0.031188 | Time: 1850.32 ms [2021-07-30 08:43:49 main:574] : INFO : Epoch 1558 | loss: 0.0311704 | val_loss: 0.0311735 | Time: 1847.8 ms [2021-07-30 08:43:50 main:574] : INFO : Epoch 1559 | loss: 0.0311659 | val_loss: 0.0311773 | Time: 1851.99 ms [2021-07-30 08:43:52 main:574] : INFO : Epoch 1560 | loss: 0.0311651 | val_loss: 0.03117 | Time: 1853.86 ms [2021-07-30 08:43:54 main:574] : INFO : Epoch 1561 | loss: 0.0311696 | val_loss: 0.0311774 | Time: 1843.36 ms [2021-07-30 08:43:56 main:574] : INFO : Epoch 1562 | loss: 0.0311648 | val_loss: 0.0311707 | Time: 1844.4 ms [2021-07-30 08:43:58 main:574] : INFO : Epoch 1563 | loss: 0.0311632 | val_loss: 0.0311694 | Time: 1860.22 ms [2021-07-30 08:44:00 main:574] : INFO : Epoch 1564 | loss: 0.0311622 | val_loss: 0.0311698 | Time: 1840.69 ms [2021-07-30 08:44:02 main:574] : INFO : Epoch 1565 | loss: 0.0311611 | val_loss: 0.0311715 | Time: 1848.7 ms [2021-07-30 08:44:04 main:574] : INFO : Epoch 1566 | loss: 0.0311614 | val_loss: 0.0311877 | Time: 1844.84 ms [2021-07-30 08:44:06 main:574] : INFO : Epoch 1567 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 1859.02 ms [2021-07-30 08:44:08 main:574] : INFO : Epoch 1568 | loss: 0.0311613 | val_loss: 0.0311686 | Time: 1853.18 ms [2021-07-30 08:44:09 main:574] : INFO : Epoch 1569 | loss: 0.0311602 | val_loss: 0.0311678 | Time: 1848.11 ms [2021-07-30 08:44:11 main:574] : INFO : Epoch 1570 | loss: 0.0311597 | val_loss: 0.0311684 | Time: 1855.54 ms [2021-07-30 08:44:13 main:574] : INFO : Epoch 1571 | loss: 0.0311583 | val_loss: 0.0311693 | Time: 1864.93 ms [2021-07-30 08:44:15 main:574] : INFO : Epoch 1572 | loss: 0.0311583 | val_loss: 0.031167 | Time: 1857.12 ms [2021-07-30 08:44:17 main:574] : INFO : Epoch 1573 | loss: 0.0311581 | val_loss: 0.0311675 | Time: 1848.67 ms [2021-07-30 08:44:19 main:574] : INFO : Epoch 1574 | loss: 0.031158 | val_loss: 0.0311691 | Time: 1856.07 ms [2021-07-30 08:44:21 main:574] : INFO : Epoch 1575 | loss: 0.0311589 | val_loss: 0.0311672 | Time: 1847.32 ms [2021-07-30 08:44:23 main:574] : INFO : Epoch 1576 | loss: 0.031158 | val_loss: 0.0311677 | Time: 1844.53 ms [2021-07-30 08:44:25 main:574] : INFO : Epoch 1577 | loss: 0.0311563 | val_loss: 0.0311668 | Time: 1847.59 ms [2021-07-30 08:44:27 main:574] : INFO : Epoch 1578 | loss: 0.0311569 | val_loss: 0.0311692 | Time: 1852.52 ms [2021-07-30 08:44:29 main:574] : INFO : Epoch 1579 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 1851.35 ms [2021-07-30 08:44:31 main:574] : INFO : Epoch 1580 | loss: 0.0311577 | val_loss: 0.0311698 | Time: 1846.66 ms [2021-07-30 08:44:32 main:574] : INFO : Epoch 1581 | loss: 0.0311568 | val_loss: 0.0311707 | Time: 1848.56 ms [2021-07-30 08:44:34 main:574] : INFO : Epoch 1582 | loss: 0.0311594 | val_loss: 0.0311669 | Time: 1846.62 ms [2021-07-30 08:44:36 main:574] : INFO : Epoch 1583 | loss: 0.0311572 | val_loss: 0.0311667 | Time: 1846.57 ms [2021-07-30 08:44:38 main:574] : INFO : Epoch 1584 | loss: 0.031156 | val_loss: 0.0311658 | Time: 1844.58 ms [2021-07-30 08:44:40 main:574] : INFO : Epoch 1585 | loss: 0.0311625 | val_loss: 0.0311768 | Time: 1851.96 ms [2021-07-30 08:44:42 main:574] : INFO : Epoch 1586 | loss: 0.0311593 | val_loss: 0.0311662 | Time: 1853.98 ms [2021-07-30 08:44:44 main:574] : INFO : Epoch 1587 | loss: 0.0311559 | val_loss: 0.0311688 | Time: 1857.76 ms [2021-07-30 08:44:46 main:574] : INFO : Epoch 1588 | loss: 0.0311559 | val_loss: 0.031167 | Time: 1849.8 ms [2021-07-30 08:44:48 main:574] : INFO : Epoch 1589 | loss: 0.0311557 | val_loss: 0.0311711 | Time: 1850.33 ms [2021-07-30 08:44:50 main:574] : INFO : Epoch 1590 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 1849.37 ms [2021-07-30 08:44:51 main:574] : INFO : Epoch 1591 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 1849.53 ms [2021-07-30 08:44:53 main:574] : INFO : Epoch 1592 | loss: 0.0311566 | val_loss: 0.0311664 | Time: 1852.53 ms [2021-07-30 08:44:55 main:574] : INFO : Epoch 1593 | loss: 0.0311546 | val_loss: 0.0311659 | Time: 1853.34 ms [2021-07-30 08:44:57 main:574] : INFO : Epoch 1594 | loss: 0.0311549 | val_loss: 0.0311667 | Time: 1860.32 ms [2021-07-30 08:44:59 main:574] : INFO : Epoch 1595 | loss: 0.031156 | val_loss: 0.0311678 | Time: 1841.5 ms [2021-07-30 08:45:01 main:574] : INFO : Epoch 1596 | loss: 0.0311564 | val_loss: 0.031182 | Time: 1842.28 ms [2021-07-30 08:45:03 main:574] : INFO : Epoch 1597 | loss: 0.0311612 | val_loss: 0.0311679 | Time: 1848.91 ms [2021-07-30 08:45:05 main:574] : INFO : Epoch 1598 | loss: 0.0311584 | val_loss: 0.031191 | Time: 1846.66 ms [2021-07-30 08:45:07 main:574] : INFO : Epoch 1599 | loss: 0.0311617 | val_loss: 0.031174 | Time: 1852.38 ms [2021-07-30 08:45:09 main:574] : INFO : Epoch 1600 | loss: 0.0311551 | val_loss: 0.0311657 | Time: 1846.98 ms [2021-07-30 08:45:11 main:574] : INFO : Epoch 1601 | loss: 0.031154 | val_loss: 0.0311685 | Time: 1844.56 ms [2021-07-30 08:45:12 main:574] : INFO : Epoch 1602 | loss: 0.0311532 | val_loss: 0.0311685 | Time: 1847.2 ms [2021-07-30 08:45:14 main:574] : INFO : Epoch 1603 | loss: 0.0311552 | val_loss: 0.0311679 | Time: 1848.42 ms [2021-07-30 08:45:16 main:574] : INFO : Epoch 1604 | loss: 0.0311536 | val_loss: 0.0311689 | Time: 1845.04 ms [2021-07-30 08:45:18 main:574] : INFO : Epoch 1605 | loss: 0.0311535 | val_loss: 0.0311683 | Time: 1844.85 ms [2021-07-30 08:45:20 main:574] : INFO : Epoch 1606 | loss: 0.031152 | val_loss: 0.0311668 | Time: 1849 ms [2021-07-30 08:45:22 main:574] : INFO : Epoch 1607 | loss: 0.0311539 | val_loss: 0.0311688 | Time: 1854.03 ms [2021-07-30 08:45:24 main:574] : INFO : Epoch 1608 | loss: 0.031156 | val_loss: 0.0311683 | Time: 1840.29 ms [2021-07-30 08:45:26 main:574] : INFO : Epoch 1609 | loss: 0.031159 | val_loss: 0.0311779 | Time: 1848.12 ms [2021-07-30 08:45:28 main:574] : INFO : Epoch 1610 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 1846.99 ms [2021-07-30 08:45:30 main:574] : INFO : Epoch 1611 | loss: 0.031153 | val_loss: 0.0311674 | Time: 1845.31 ms [2021-07-30 08:45:32 main:574] : INFO : Epoch 1612 | loss: 0.0311558 | val_loss: 0.0311671 | Time: 1847.27 ms [2021-07-30 08:45:33 main:574] : INFO : Epoch 1613 | loss: 0.0311588 | val_loss: 0.0311738 | Time: 1850.17 ms [2021-07-30 08:45:35 main:574] : INFO : Epoch 1614 | loss: 0.0311556 | val_loss: 0.031167 | Time: 1849.3 ms [2021-07-30 08:45:37 main:574] : INFO : Epoch 1615 | loss: 0.0311546 | val_loss: 0.0311679 | Time: 1845.58 ms [2021-07-30 08:45:39 main:574] : INFO : Epoch 1616 | loss: 0.0311526 | val_loss: 0.0311703 | Time: 1843.28 ms [2021-07-30 08:45:41 main:574] : INFO : Epoch 1617 | loss: 0.0311529 | val_loss: 0.0311683 | Time: 1846.18 ms [2021-07-30 08:45:43 main:574] : INFO : Epoch 1618 | loss: 0.0311553 | val_loss: 0.0311757 | Time: 1845.42 ms [2021-07-30 08:45:45 main:574] : INFO : Epoch 1619 | loss: 0.0311557 | val_loss: 0.031169 | Time: 1851.75 ms [2021-07-30 08:45:47 main:574] : INFO : Epoch 1620 | loss: 0.0311566 | val_loss: 0.0311675 | Time: 1853.6 ms [2021-07-30 08:45:49 main:574] : INFO : Epoch 1621 | loss: 0.0311538 | val_loss: 0.0311706 | Time: 1845.02 ms [2021-07-30 08:45:51 main:574] : INFO : Epoch 1622 | loss: 0.0311533 | val_loss: 0.0311726 | Time: 1852.13 ms [2021-07-30 08:45:53 main:574] : INFO : Epoch 1623 | loss: 0.0311571 | val_loss: 0.0311691 | Time: 1845.26 ms [2021-07-30 08:45:54 main:574] : INFO : Epoch 1624 | loss: 0.0311591 | val_loss: 0.0311675 | Time: 1848.71 ms [2021-07-30 08:45:56 main:574] : INFO : Epoch 1625 | loss: 0.0311575 | val_loss: 0.0311693 | Time: 1848.7 ms [2021-07-30 08:45:58 main:574] : INFO : Epoch 1626 | loss: 0.0311556 | val_loss: 0.0311689 | Time: 1858.19 ms [2021-07-30 08:46:00 main:574] : INFO : Epoch 1627 | loss: 0.0311565 | val_loss: 0.0311682 | Time: 1863.69 ms [2021-07-30 08:46:02 main:574] : INFO : Epoch 1628 | loss: 0.0311548 | val_loss: 0.0311722 | Time: 1847.13 ms [2021-07-30 08:46:04 main:574] : INFO : Epoch 1629 | loss: 0.0311575 | val_loss: 0.0311698 | Time: 1847.37 ms [2021-07-30 08:46:06 main:574] : INFO : Epoch 1630 | loss: 0.0311578 | val_loss: 0.0311686 | Time: 1848.91 ms [2021-07-30 08:46:08 main:574] : INFO : Epoch 1631 | loss: 0.0311554 | val_loss: 0.0311723 | Time: 1843.9 ms [2021-07-30 08:46:10 main:574] : INFO : Epoch 1632 | loss: 0.0311555 | val_loss: 0.0311752 | Time: 1850.03 ms [2021-07-30 08:46:12 main:574] : INFO : Epoch 1633 | loss: 0.0311549 | val_loss: 0.0311735 | Time: 1840.88 ms [2021-07-30 08:46:14 main:574] : INFO : Epoch 1634 | loss: 0.0311572 | val_loss: 0.031182 | Time: 1846.4 ms [2021-07-30 08:46:15 main:574] : INFO : Epoch 1635 | loss: 0.0311603 | val_loss: 0.0311697 | Time: 1845.3 ms [2021-07-30 08:46:17 main:574] : INFO : Epoch 1636 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 1852.89 ms [2021-07-30 08:46:19 main:574] : INFO : Epoch 1637 | loss: 0.0311591 | val_loss: 0.0311686 | Time: 1849.44 ms [2021-07-30 08:46:21 main:574] : INFO : Epoch 1638 | loss: 0.0311535 | val_loss: 0.031171 | Time: 1842.4 ms [2021-07-30 08:46:23 main:574] : INFO : Epoch 1639 | loss: 0.0311566 | val_loss: 0.0311706 | Time: 1846.97 ms [2021-07-30 08:46:25 main:574] : INFO : Epoch 1640 | loss: 0.0311535 | val_loss: 0.0311749 | Time: 1844.72 ms [2021-07-30 08:46:27 main:574] : INFO : Epoch 1641 | loss: 0.0311537 | val_loss: 0.0311693 | Time: 1853.77 ms [2021-07-30 08:46:29 main:574] : INFO : Epoch 1642 | loss: 0.0311526 | val_loss: 0.0311687 | Time: 1838.75 ms [2021-07-30 08:46:31 main:574] : INFO : Epoch 1643 | loss: 0.031153 | val_loss: 0.0311705 | Time: 1853.66 ms [2021-07-30 08:46:33 main:574] : INFO : Epoch 1644 | loss: 0.0311514 | val_loss: 0.0311745 | Time: 1844.61 ms [2021-07-30 08:46:34 main:574] : INFO : Epoch 1645 | loss: 0.0311521 | val_loss: 0.0311686 | Time: 1855.37 ms [2021-07-30 08:46:36 main:574] : INFO : Epoch 1646 | loss: 0.0311551 | val_loss: 0.0311694 | Time: 1850.49 ms [2021-07-30 08:46:38 main:574] : INFO : Epoch 1647 | loss: 0.0311522 | val_loss: 0.0311687 | Time: 1851.12 ms [2021-07-30 08:46:40 main:574] : INFO : Epoch 1648 | loss: 0.0311545 | val_loss: 0.0311741 | Time: 1849.56 ms [2021-07-30 08:46:42 main:574] : INFO : Epoch 1649 | loss: 0.0311517 | val_loss: 0.0311688 | Time: 1841.88 ms [2021-07-30 08:46:44 main:574] : INFO : Epoch 1650 | loss: 0.03115 | val_loss: 0.0311694 | Time: 1841.19 ms [2021-07-30 08:46:46 main:574] : INFO : Epoch 1651 | loss: 0.0311515 | val_loss: 0.031178 | Time: 1839.67 ms [2021-07-30 08:46:48 main:574] : INFO : Epoch 1652 | loss: 0.0311529 | val_loss: 0.031167 | Time: 1846.66 ms [2021-07-30 08:46:50 main:574] : INFO : Epoch 1653 | loss: 0.0311491 | val_loss: 0.0311698 | Time: 1850.48 ms [2021-07-30 08:46:52 main:574] : INFO : Epoch 1654 | loss: 0.0311501 | val_loss: 0.0311723 | Time: 1837.56 ms [2021-07-30 08:46:54 main:574] : INFO : Epoch 1655 | loss: 0.0311516 | val_loss: 0.0311711 | Time: 1852.64 ms [2021-07-30 08:46:55 main:574] : INFO : Epoch 1656 | loss: 0.031152 | val_loss: 0.0311731 | Time: 1846.75 ms [2021-07-30 08:46:57 main:574] : INFO : Epoch 1657 | loss: 0.0311494 | val_loss: 0.0311728 | Time: 1850.65 ms [2021-07-30 08:46:59 main:574] : INFO : Epoch 1658 | loss: 0.0311519 | val_loss: 0.0311726 | Time: 1851.1 ms [2021-07-30 08:47:01 main:574] : INFO : Epoch 1659 | loss: 0.031149 | val_loss: 0.0311691 | Time: 1851.44 ms [2021-07-30 08:47:03 main:574] : INFO : Epoch 1660 | loss: 0.0311492 | val_loss: 0.0311686 | Time: 1848.7 ms [2021-07-30 08:47:05 main:574] : INFO : Epoch 1661 | loss: 0.0311496 | val_loss: 0.031169 | Time: 1850.02 ms [2021-07-30 08:47:07 main:574] : INFO : Epoch 1662 | loss: 0.0311483 | val_loss: 0.0311706 | Time: 1853.15 ms [2021-07-30 08:47:09 main:574] : INFO : Epoch 1663 | loss: 0.0311494 | val_loss: 0.0311683 | Time: 1853.28 ms [2021-07-30 08:47:11 main:574] : INFO : Epoch 1664 | loss: 0.0311476 | val_loss: 0.031169 | Time: 1840.78 ms [2021-07-30 08:47:13 main:574] : INFO : Epoch 1665 | loss: 0.0311506 | val_loss: 0.0311714 | Time: 1842.39 ms [2021-07-30 08:47:14 main:574] : INFO : Epoch 1666 | loss: 0.0311514 | val_loss: 0.0311681 | Time: 1848.78 ms [2021-07-30 08:47:16 main:574] : INFO : Epoch 1667 | loss: 0.0311524 | val_loss: 0.031174 | Time: 1854.96 ms [2021-07-30 08:47:18 main:574] : INFO : Epoch 1668 | loss: 0.0311533 | val_loss: 0.0311692 | Time: 1858.08 ms [2021-07-30 08:47:20 main:574] : INFO : Epoch 1669 | loss: 0.0311513 | val_loss: 0.0311673 | Time: 1852.69 ms [2021-07-30 08:47:22 main:574] : INFO : Epoch 1670 | loss: 0.0311503 | val_loss: 0.0311755 | Time: 1856.07 ms [2021-07-30 08:47:24 main:574] : INFO : Epoch 1671 | loss: 0.0311531 | val_loss: 0.0311684 | Time: 1847.55 ms [2021-07-30 08:47:26 main:574] : INFO : Epoch 1672 | loss: 0.0311512 | val_loss: 0.031166 | Time: 1843.37 ms [2021-07-30 08:47:28 main:574] : INFO : Epoch 1673 | loss: 0.031149 | val_loss: 0.0311673 | Time: 1858.4 ms [2021-07-30 08:47:30 main:574] : INFO : Epoch 1674 | loss: 0.0311481 | val_loss: 0.0311677 | Time: 1848.64 ms [2021-07-30 08:47:32 main:574] : INFO : Epoch 1675 | loss: 0.0311461 | val_loss: 0.0311693 | Time: 1849.39 ms [2021-07-30 08:47:34 main:574] : INFO : Epoch 1676 | loss: 0.031148 | val_loss: 0.0311698 | Time: 1843.05 ms [2021-07-30 08:47:35 main:574] : INFO : Epoch 1677 | loss: 0.0311481 | val_loss: 0.0311688 | Time: 1844.75 ms [2021-07-30 08:47:37 main:574] : INFO : Epoch 1678 | loss: 0.0311492 | val_loss: 0.0311701 | Time: 1846.39 ms [2021-07-30 08:47:39 main:574] : INFO : Epoch 1679 | loss: 0.0311531 | val_loss: 0.0311673 | Time: 1845.93 ms [2021-07-30 08:47:41 main:574] : INFO : Epoch 1680 | loss: 0.031151 | val_loss: 0.0311728 | Time: 1854.74 ms [2021-07-30 08:47:43 main:574] : INFO : Epoch 1681 | loss: 0.0311552 | val_loss: 0.031174 | Time: 1856.32 ms [2021-07-30 08:47:45 main:574] : INFO : Epoch 1682 | loss: 0.0311498 | val_loss: 0.0311722 | Time: 1855.29 ms [2021-07-30 08:47:47 main:574] : INFO : Epoch 1683 | loss: 0.0311493 | val_loss: 0.0311713 | Time: 1845.86 ms [2021-07-30 08:47:49 main:574] : INFO : Epoch 1684 | loss: 0.0311527 | val_loss: 0.0311747 | Time: 1847.72 ms [2021-07-30 08:47:51 main:574] : INFO : Epoch 1685 | loss: 0.0311524 | val_loss: 0.0311704 | Time: 1849.66 ms [2021-07-30 08:47:53 main:574] : INFO : Epoch 1686 | loss: 0.0311518 | val_loss: 0.031169 | Time: 1844.92 ms [2021-07-30 08:47:55 main:574] : INFO : Epoch 1687 | loss: 0.0311479 | val_loss: 0.031171 | Time: 1849.76 ms [2021-07-30 08:47:56 main:574] : INFO : Epoch 1688 | loss: 0.0311517 | val_loss: 0.0311696 | Time: 1843.34 ms [2021-07-30 08:47:58 main:574] : INFO : Epoch 1689 | loss: 0.0311561 | val_loss: 0.0311743 | Time: 1847.85 ms [2021-07-30 08:48:00 main:574] : INFO : Epoch 1690 | loss: 0.0311546 | val_loss: 0.0311751 | Time: 1844.95 ms [2021-07-30 08:48:02 main:574] : INFO : Epoch 1691 | loss: 0.0311533 | val_loss: 0.0311691 | Time: 1852.39 ms [2021-07-30 08:48:04 main:574] : INFO : Epoch 1692 | loss: 0.0311513 | val_loss: 0.0311689 | Time: 1849.03 ms [2021-07-30 08:48:06 main:574] : INFO : Epoch 1693 | loss: 0.0311523 | val_loss: 0.0311697 | Time: 1842.48 ms [2021-07-30 08:48:08 main:574] : INFO : Epoch 1694 | loss: 0.0311551 | val_loss: 0.0311701 | Time: 1840.35 ms [2021-07-30 08:48:10 main:574] : INFO : Epoch 1695 | loss: 0.0311511 | val_loss: 0.0311654 | Time: 1849.34 ms [2021-07-30 08:48:12 main:574] : INFO : Epoch 1696 | loss: 0.0311489 | val_loss: 0.0311675 | Time: 1861.36 ms [2021-07-30 08:48:14 main:574] : INFO : Epoch 1697 | loss: 0.0311491 | val_loss: 0.0311716 | Time: 1845.07 ms [2021-07-30 08:48:16 main:574] : INFO : Epoch 1698 | loss: 0.0311507 | val_loss: 0.0311709 | Time: 1851.09 ms [2021-07-30 08:48:17 main:574] : INFO : Epoch 1699 | loss: 0.0311527 | val_loss: 0.0311721 | Time: 1852.96 ms [2021-07-30 08:48:19 main:574] : INFO : Epoch 1700 | loss: 0.0311528 | val_loss: 0.031176 | Time: 1849.41 ms [2021-07-30 08:48:21 main:574] : INFO : Epoch 1701 | loss: 0.0311483 | val_loss: 0.0311709 | Time: 1841.04 ms [2021-07-30 08:48:23 main:574] : INFO : Epoch 1702 | loss: 0.0311496 | val_loss: 0.0311742 | Time: 1852.07 ms [2021-07-30 08:48:25 main:574] : INFO : Epoch 1703 | loss: 0.0311501 | val_loss: 0.0311704 | Time: 1850.11 ms [2021-07-30 08:48:27 main:574] : INFO : Epoch 1704 | loss: 0.0311523 | val_loss: 0.0311751 | Time: 1848.95 ms [2021-07-30 08:48:29 main:574] : INFO : Epoch 1705 | loss: 0.0311525 | val_loss: 0.0311696 | Time: 1854.31 ms [2021-07-30 08:48:31 main:574] : INFO : Epoch 1706 | loss: 0.0311461 | val_loss: 0.0311699 | Time: 1851.43 ms [2021-07-30 08:48:33 main:574] : INFO : Epoch 1707 | loss: 0.0311474 | val_loss: 0.031168 | Time: 1858.4 ms [2021-07-30 08:48:35 main:574] : INFO : Epoch 1708 | loss: 0.03115 | val_loss: 0.0311688 | Time: 1848.64 ms [2021-07-30 08:48:36 main:574] : INFO : Epoch 1709 | loss: 0.0311471 | val_loss: 0.0311689 | Time: 1841.92 ms [2021-07-30 08:48:38 main:574] : INFO : Epoch 1710 | loss: 0.0311503 | val_loss: 0.031171 | Time: 1860.6 ms [2021-07-30 08:48:40 main:574] : INFO : Epoch 1711 | loss: 0.0311494 | val_loss: 0.0311688 | Time: 1855.04 ms [2021-07-30 08:48:42 main:574] : INFO : Epoch 1712 | loss: 0.0311455 | val_loss: 0.0311691 | Time: 1844.13 ms [2021-07-30 08:48:44 main:574] : INFO : Epoch 1713 | loss: 0.0311478 | val_loss: 0.0311716 | Time: 1856.09 ms [2021-07-30 08:48:46 main:574] : INFO : Epoch 1714 | loss: 0.0311473 | val_loss: 0.0311685 | Time: 1848.34 ms [2021-07-30 08:48:48 main:574] : INFO : Epoch 1715 | loss: 0.0311524 | val_loss: 0.0311679 | Time: 1851.62 ms [2021-07-30 08:48:50 main:574] : INFO : Epoch 1716 | loss: 0.0311533 | val_loss: 0.0311694 | Time: 1851.59 ms [2021-07-30 08:48:52 main:574] : INFO : Epoch 1717 | loss: 0.0311518 | val_loss: 0.0311639 | Time: 1852.02 ms [2021-07-30 08:48:54 main:574] : INFO : Epoch 1718 | loss: 0.0311496 | val_loss: 0.031171 | Time: 1848.08 ms [2021-07-30 08:48:56 main:574] : INFO : Epoch 1719 | loss: 0.0311493 | val_loss: 0.0311698 | Time: 1845.91 ms [2021-07-30 08:48:58 main:574] : INFO : Epoch 1720 | loss: 0.0311531 | val_loss: 0.0311708 | Time: 1842.19 ms [2021-07-30 08:48:59 main:574] : INFO : Epoch 1721 | loss: 0.0311519 | val_loss: 0.031168 | Time: 1856.59 ms [2021-07-30 08:49:01 main:574] : INFO : Epoch 1722 | loss: 0.031148 | val_loss: 0.0311699 | Time: 1853.61 ms [2021-07-30 08:49:03 main:574] : INFO : Epoch 1723 | loss: 0.0311529 | val_loss: 0.0311716 | Time: 1849.52 ms [2021-07-30 08:49:05 main:574] : INFO : Epoch 1724 | loss: 0.031154 | val_loss: 0.0311704 | Time: 1839.83 ms [2021-07-30 08:49:07 main:574] : INFO : Epoch 1725 | loss: 0.0311481 | val_loss: 0.0311667 | Time: 1845.83 ms [2021-07-30 08:49:09 main:574] : INFO : Epoch 1726 | loss: 0.0311442 | val_loss: 0.0311738 | Time: 1840.65 ms [2021-07-30 08:49:11 main:574] : INFO : Epoch 1727 | loss: 0.0311444 | val_loss: 0.0311744 | Time: 1848.03 ms [2021-07-30 08:49:13 main:574] : INFO : Epoch 1728 | loss: 0.0311459 | val_loss: 0.0311668 | Time: 1844.18 ms [2021-07-30 08:49:15 main:574] : INFO : Epoch 1729 | loss: 0.0311492 | val_loss: 0.0311787 | Time: 1856.38 ms [2021-07-30 08:49:17 main:574] : INFO : Epoch 1730 | loss: 0.0311513 | val_loss: 0.0311722 | Time: 1842.19 ms [2021-07-30 08:49:18 main:574] : INFO : Epoch 1731 | loss: 0.0311455 | val_loss: 0.0311693 | Time: 1844.15 ms [2021-07-30 08:49:20 main:574] : INFO : Epoch 1732 | loss: 0.0311452 | val_loss: 0.0311742 | Time: 1853.12 ms [2021-07-30 08:49:22 main:574] : INFO : Epoch 1733 | loss: 0.0311435 | val_loss: 0.0311691 | Time: 1849.24 ms [2021-07-30 08:49:24 main:574] : INFO : Epoch 1734 | loss: 0.0311433 | val_loss: 0.0311726 | Time: 1839.07 ms [2021-07-30 08:49:26 main:574] : INFO : Epoch 1735 | loss: 0.0311423 | val_loss: 0.031171 | Time: 1841.68 ms [2021-07-30 08:49:28 main:574] : INFO : Epoch 1736 | loss: 0.0311444 | val_loss: 0.0311705 | Time: 1845.35 ms [2021-07-30 08:49:30 main:574] : INFO : Epoch 1737 | loss: 0.0311496 | val_loss: 0.0311758 | Time: 1844.36 ms [2021-07-30 08:49:32 main:574] : INFO : Epoch 1738 | loss: 0.0311507 | val_loss: 0.0311766 | Time: 1853 ms [2021-07-30 08:49:34 main:574] : INFO : Epoch 1739 | loss: 0.03115 | val_loss: 0.0311722 | Time: 1849.09 ms [2021-07-30 08:49:36 main:574] : INFO : Epoch 1740 | loss: 0.031145 | val_loss: 0.0311722 | Time: 1847.6 ms [2021-07-30 08:49:37 main:574] : INFO : Epoch 1741 | loss: 0.0311444 | val_loss: 0.0311703 | Time: 1846 ms [2021-07-30 08:49:39 main:574] : INFO : Epoch 1742 | loss: 0.0311434 | val_loss: 0.0311723 | Time: 1848.12 ms [2021-07-30 08:49:41 main:574] : INFO : Epoch 1743 | loss: 0.0311432 | val_loss: 0.0311868 | Time: 1859.62 ms [2021-07-30 08:49:43 main:574] : INFO : Epoch 1744 | loss: 0.0311503 | val_loss: 0.0311685 | Time: 1874.32 ms [2021-07-30 08:49:45 main:574] : INFO : Epoch 1745 | loss: 0.0311454 | val_loss: 0.0311768 | Time: 1852.9 ms [2021-07-30 08:49:47 main:574] : INFO : Epoch 1746 | loss: 0.0311468 | val_loss: 0.0311787 | Time: 1846.43 ms [2021-07-30 08:49:49 main:574] : INFO : Epoch 1747 | loss: 0.0311469 | val_loss: 0.031172 | Time: 1854.56 ms [2021-07-30 08:49:51 main:574] : INFO : Epoch 1748 | loss: 0.0311448 | val_loss: 0.0311679 | Time: 1852.69 ms [2021-07-30 08:49:53 main:574] : INFO : Epoch 1749 | loss: 0.0311476 | val_loss: 0.0311679 | Time: 1851.73 ms [2021-07-30 08:49:55 main:574] : INFO : Epoch 1750 | loss: 0.0311454 | val_loss: 0.0311682 | Time: 1845.48 ms [2021-07-30 08:49:57 main:574] : INFO : Epoch 1751 | loss: 0.0311445 | val_loss: 0.0311673 | Time: 1843.64 ms [2021-07-30 08:49:58 main:574] : INFO : Epoch 1752 | loss: 0.0311456 | val_loss: 0.0311746 | Time: 1848.88 ms [2021-07-30 08:50:00 main:574] : INFO : Epoch 1753 | loss: 0.0311484 | val_loss: 0.0311817 | Time: 1849.83 ms [2021-07-30 08:50:02 main:574] : INFO : Epoch 1754 | loss: 0.0311492 | val_loss: 0.0311703 | Time: 1856.47 ms [2021-07-30 08:50:04 main:574] : INFO : Epoch 1755 | loss: 0.0311447 | val_loss: 0.031171 | Time: 1851.77 ms [2021-07-30 08:50:06 main:574] : INFO : Epoch 1756 | loss: 0.031145 | val_loss: 0.0311704 | Time: 1856.17 ms [2021-07-30 08:50:08 main:574] : INFO : Epoch 1757 | loss: 0.0311428 | val_loss: 0.0311687 | Time: 1855.74 ms [2021-07-30 08:50:10 main:574] : INFO : Epoch 1758 | loss: 0.0311422 | val_loss: 0.0311694 | Time: 1849.49 ms [2021-07-30 08:50:12 main:574] : INFO : Epoch 1759 | loss: 0.0311428 | val_loss: 0.0311732 | Time: 1850.7 ms [2021-07-30 08:50:14 main:574] : INFO : Epoch 1760 | loss: 0.0311431 | val_loss: 0.0311682 | Time: 1854.88 ms [2021-07-30 08:50:16 main:574] : INFO : Epoch 1761 | loss: 0.0311457 | val_loss: 0.0311688 | Time: 1849.75 ms [2021-07-30 08:50:18 main:574] : INFO : Epoch 1762 | loss: 0.0311501 | val_loss: 0.0311764 | Time: 1845.99 ms [2021-07-30 08:50:19 main:574] : INFO : Epoch 1763 | loss: 0.0311513 | val_loss: 0.0311713 | Time: 1851.01 ms [2021-07-30 08:50:21 main:574] : INFO : Epoch 1764 | loss: 0.0311458 | val_loss: 0.0311707 | Time: 1857.02 ms [2021-07-30 08:50:23 main:574] : INFO : Epoch 1765 | loss: 0.0311448 | val_loss: 0.0311704 | Time: 1853.16 ms [2021-07-30 08:50:25 main:574] : INFO : Epoch 1766 | loss: 0.0311428 | val_loss: 0.0311726 | Time: 1848.28 ms [2021-07-30 08:50:27 main:574] : INFO : Epoch 1767 | loss: 0.0311485 | val_loss: 0.0311715 | Time: 1857.19 ms [2021-07-30 08:50:29 main:574] : INFO : Epoch 1768 | loss: 0.0311446 | val_loss: 0.0311712 | Time: 1849.11 ms [2021-07-30 08:50:31 main:574] : INFO : Epoch 1769 | loss: 0.0311419 | val_loss: 0.0311707 | Time: 1848.32 ms [2021-07-30 08:50:33 main:574] : INFO : Epoch 1770 | loss: 0.0311459 | val_loss: 0.0311764 | Time: 1845.32 ms [2021-07-30 08:50:35 main:574] : INFO : Epoch 1771 | loss: 0.031147 | val_loss: 0.0311718 | Time: 1853.49 ms [2021-07-30 08:50:37 main:574] : INFO : Epoch 1772 | loss: 0.0311487 | val_loss: 0.0311702 | Time: 1849.81 ms [2021-07-30 08:50:39 main:574] : INFO : Epoch 1773 | loss: 0.0311508 | val_loss: 0.0311682 | Time: 1847.51 ms [2021-07-30 08:50:41 main:574] : INFO : Epoch 1774 | loss: 0.0311502 | val_loss: 0.0311679 | Time: 1843.83 ms [2021-07-30 08:50:42 main:574] : INFO : Epoch 1775 | loss: 0.0311485 | val_loss: 0.0311686 | Time: 1846.59 ms [2021-07-30 08:50:44 main:574] : INFO : Epoch 1776 | loss: 0.0311468 | val_loss: 0.0311685 | Time: 1845.76 ms [2021-07-30 08:50:46 main:574] : INFO : Epoch 1777 | loss: 0.0311503 | val_loss: 0.0311721 | Time: 1850.4 ms [2021-07-30 08:50:48 main:574] : INFO : Epoch 1778 | loss: 0.0311514 | val_loss: 0.0311803 | Time: 1844.66 ms [2021-07-30 08:50:50 main:574] : INFO : Epoch 1779 | loss: 0.031151 | val_loss: 0.0311758 | Time: 1847.05 ms [2021-07-30 08:50:52 main:574] : INFO : Epoch 1780 | loss: 0.0311448 | val_loss: 0.0311715 | Time: 1846.35 ms [2021-07-30 08:50:54 main:574] : INFO : Epoch 1781 | loss: 0.0311433 | val_loss: 0.0311683 | Time: 1851.65 ms [2021-07-30 08:50:56 main:574] : INFO : Epoch 1782 | loss: 0.0311477 | val_loss: 0.0311752 | Time: 1845.11 ms [2021-07-30 08:50:58 main:574] : INFO : Epoch 1783 | loss: 0.0311427 | val_loss: 0.0311707 | Time: 1858.13 ms [2021-07-30 08:51:00 main:574] : INFO : Epoch 1784 | loss: 0.0311446 | val_loss: 0.0311675 | Time: 1844.35 ms [2021-07-30 08:51:01 main:574] : INFO : Epoch 1785 | loss: 0.0311417 | val_loss: 0.0311691 | Time: 1860.37 ms [2021-07-30 08:51:03 main:574] : INFO : Epoch 1786 | loss: 0.031141 | val_loss: 0.0311696 | Time: 1862.94 ms [2021-07-30 08:51:05 main:574] : INFO : Epoch 1787 | loss: 0.0311414 | val_loss: 0.0311691 | Time: 1860.74 ms [2021-07-30 08:51:07 main:574] : INFO : Epoch 1788 | loss: 0.0311475 | val_loss: 0.0311684 | Time: 1855.99 ms [2021-07-30 08:51:09 main:574] : INFO : Epoch 1789 | loss: 0.0311442 | val_loss: 0.0311689 | Time: 1847.81 ms [2021-07-30 08:51:11 main:574] : INFO : Epoch 1790 | loss: 0.0311413 | val_loss: 0.0311701 | Time: 1844.27 ms [2021-07-30 08:51:13 main:574] : INFO : Epoch 1791 | loss: 0.0311463 | val_loss: 0.0311715 | Time: 1844.83 ms [2021-07-30 08:51:15 main:574] : INFO : Epoch 1792 | loss: 0.0311397 | val_loss: 0.0311694 | Time: 1846.86 ms [2021-07-30 08:51:17 main:574] : INFO : Epoch 1793 | loss: 0.0311399 | val_loss: 0.0311706 | Time: 1850.26 ms [2021-07-30 08:51:19 main:574] : INFO : Epoch 1794 | loss: 0.0311413 | val_loss: 0.0311729 | Time: 1849.73 ms [2021-07-30 08:51:21 main:574] : INFO : Epoch 1795 | loss: 0.0311445 | val_loss: 0.0311688 | Time: 1850.56 ms [2021-07-30 08:51:22 main:574] : INFO : Epoch 1796 | loss: 0.0311399 | val_loss: 0.0311723 | Time: 1854.59 ms [2021-07-30 08:51:24 main:574] : INFO : Epoch 1797 | loss: 0.0311391 | val_loss: 0.0311722 | Time: 1847.38 ms [2021-07-30 08:51:26 main:574] : INFO : Epoch 1798 | loss: 0.0311424 | val_loss: 0.0311752 | Time: 1844.38 ms [2021-07-30 08:51:28 main:574] : INFO : Epoch 1799 | loss: 0.0311416 | val_loss: 0.0311693 | Time: 1845.22 ms [2021-07-30 08:51:30 main:574] : INFO : Epoch 1800 | loss: 0.0311396 | val_loss: 0.0311695 | Time: 1866.71 ms [2021-07-30 08:51:32 main:574] : INFO : Epoch 1801 | loss: 0.0311423 | val_loss: 0.0311716 | Time: 1855.01 ms [2021-07-30 08:51:34 main:574] : INFO : Epoch 1802 | loss: 0.031141 | val_loss: 0.0311707 | Time: 1844.51 ms [2021-07-30 08:51:36 main:574] : INFO : Epoch 1803 | loss: 0.0311446 | val_loss: 0.0311734 | Time: 1851.86 ms [2021-07-30 08:51:38 main:574] : INFO : Epoch 1804 | loss: 0.0311481 | val_loss: 0.031173 | Time: 1856.29 ms [2021-07-30 08:51:40 main:574] : INFO : Epoch 1805 | loss: 0.0311429 | val_loss: 0.0311681 | Time: 1843.26 ms [2021-07-30 08:51:42 main:574] : INFO : Epoch 1806 | loss: 0.0311407 | val_loss: 0.0311707 | Time: 1862.12 ms [2021-07-30 08:51:43 main:574] : INFO : Epoch 1807 | loss: 0.0311384 | val_loss: 0.0311722 | Time: 1848.67 ms [2021-07-30 08:51:45 main:574] : INFO : Epoch 1808 | loss: 0.031139 | val_loss: 0.0311699 | Time: 1847.04 ms [2021-07-30 08:51:47 main:574] : INFO : Epoch 1809 | loss: 0.0311391 | val_loss: 0.0311716 | Time: 1844.82 ms [2021-07-30 08:51:49 main:574] : INFO : Epoch 1810 | loss: 0.0311423 | val_loss: 0.0311805 | Time: 1852.35 ms [2021-07-30 08:51:51 main:574] : INFO : Epoch 1811 | loss: 0.0311664 | val_loss: 0.0311804 | Time: 1846.07 ms [2021-07-30 08:51:53 main:574] : INFO : Epoch 1812 | loss: 0.0311648 | val_loss: 0.0311817 | Time: 1844.32 ms [2021-07-30 08:51:55 main:574] : INFO : Epoch 1813 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 1852.2 ms [2021-07-30 08:51:57 main:574] : INFO : Epoch 1814 | loss: 0.0311578 | val_loss: 0.0311729 | Time: 1845.38 ms [2021-07-30 08:51:59 main:574] : INFO : Epoch 1815 | loss: 0.0311554 | val_loss: 0.0311726 | Time: 1857.96 ms [2021-07-30 08:52:01 main:574] : INFO : Epoch 1816 | loss: 0.0311536 | val_loss: 0.0311699 | Time: 1846.45 ms [2021-07-30 08:52:03 main:574] : INFO : Epoch 1817 | loss: 0.0311523 | val_loss: 0.0311762 | Time: 1850.43 ms [2021-07-30 08:52:04 main:574] : INFO : Epoch 1818 | loss: 0.0311529 | val_loss: 0.031176 | Time: 1846.8 ms [2021-07-30 08:52:06 main:574] : INFO : Epoch 1819 | loss: 0.0311514 | val_loss: 0.0311712 | Time: 1843.81 ms [2021-07-30 08:52:08 main:574] : INFO : Epoch 1820 | loss: 0.0311475 | val_loss: 0.0311717 | Time: 1849.77 ms [2021-07-30 08:52:10 main:574] : INFO : Epoch 1821 | loss: 0.031148 | val_loss: 0.0311728 | Time: 1846.08 ms [2021-07-30 08:52:12 main:574] : INFO : Epoch 1822 | loss: 0.031149 | val_loss: 0.0311704 | Time: 1843.32 ms [2021-07-30 08:52:14 main:574] : INFO : Epoch 1823 | loss: 0.0311559 | val_loss: 0.0311667 | Time: 1853.03 ms [2021-07-30 08:52:16 main:574] : INFO : Epoch 1824 | loss: 0.0311535 | val_loss: 0.0311676 | Time: 1846.71 ms [2021-07-30 08:52:18 main:574] : INFO : Epoch 1825 | loss: 0.0311501 | val_loss: 0.0311691 | Time: 1846.53 ms [2021-07-30 08:52:20 main:574] : INFO : Epoch 1826 | loss: 0.0311495 | val_loss: 0.0311741 | Time: 1845.94 ms [2021-07-30 08:52:22 main:574] : INFO : Epoch 1827 | loss: 0.0311515 | val_loss: 0.0311703 | Time: 1854.85 ms [2021-07-30 08:52:24 main:574] : INFO : Epoch 1828 | loss: 0.0311479 | val_loss: 0.0311706 | Time: 1851.03 ms [2021-07-30 08:52:25 main:574] : INFO : Epoch 1829 | loss: 0.0311462 | val_loss: 0.0311875 | Time: 1851.26 ms [2021-07-30 08:52:27 main:574] : INFO : Epoch 1830 | loss: 0.0311478 | val_loss: 0.0311734 | Time: 1844.89 ms [2021-07-30 08:52:29 main:574] : INFO : Epoch 1831 | loss: 0.0311474 | val_loss: 0.0311706 | Time: 1843.81 ms [2021-07-30 08:52:31 main:574] : INFO : Epoch 1832 | loss: 0.0311466 | val_loss: 0.0311683 | Time: 1843.54 ms [2021-07-30 08:52:33 main:574] : INFO : Epoch 1833 | loss: 0.0311468 | val_loss: 0.0311793 | Time: 1854.09 ms [2021-07-30 08:52:35 main:574] : INFO : Epoch 1834 | loss: 0.0311468 | val_loss: 0.031172 | Time: 1846 ms [2021-07-30 08:52:37 main:574] : INFO : Epoch 1835 | loss: 0.0311468 | val_loss: 0.0311714 | Time: 1855.48 ms [2021-07-30 08:52:39 main:574] : INFO : Epoch 1836 | loss: 0.0311467 | val_loss: 0.0311708 | Time: 1848.82 ms [2021-07-30 08:52:41 main:574] : INFO : Epoch 1837 | loss: 0.0311476 | val_loss: 0.0311746 | Time: 1845.75 ms [2021-07-30 08:52:43 main:574] : INFO : Epoch 1838 | loss: 0.0311455 | val_loss: 0.0311713 | Time: 1847.59 ms [2021-07-30 08:52:45 main:574] : INFO : Epoch 1839 | loss: 0.0311482 | val_loss: 0.0311719 | Time: 1856.25 ms [2021-07-30 08:52:46 main:574] : INFO : Epoch 1840 | loss: 0.0311453 | val_loss: 0.0311699 | Time: 1840.5 ms [2021-07-30 08:52:48 main:574] : INFO : Epoch 1841 | loss: 0.0311437 | val_loss: 0.0311672 | Time: 1843.86 ms [2021-07-30 08:52:50 main:574] : INFO : Epoch 1842 | loss: 0.0311423 | val_loss: 0.0311704 | Time: 1849.89 ms [2021-07-30 08:52:52 main:574] : INFO : Epoch 1843 | loss: 0.031146 | val_loss: 0.0311734 | Time: 1842.47 ms [2021-07-30 08:52:54 main:574] : INFO : Epoch 1844 | loss: 0.0311457 | val_loss: 0.0311757 | Time: 1856.97 ms [2021-07-30 08:52:56 main:574] : INFO : Epoch 1845 | loss: 0.031145 | val_loss: 0.0311739 | Time: 1852.26 ms [2021-07-30 08:52:58 main:574] : INFO : Epoch 1846 | loss: 0.0311483 | val_loss: 0.0311716 | Time: 1842.35 ms [2021-07-30 08:53:00 main:574] : INFO : Epoch 1847 | loss: 0.0311449 | val_loss: 0.0311676 | Time: 1845.79 ms [2021-07-30 08:53:02 main:574] : INFO : Epoch 1848 | loss: 0.0311422 | val_loss: 0.0311691 | Time: 1843.63 ms [2021-07-30 08:53:04 main:574] : INFO : Epoch 1849 | loss: 0.0311437 | val_loss: 0.0311698 | Time: 1846.22 ms [2021-07-30 08:53:05 main:574] : INFO : Epoch 1850 | loss: 0.0311444 | val_loss: 0.0311725 | Time: 1841.52 ms [2021-07-30 08:53:07 main:574] : INFO : Epoch 1851 | loss: 0.031145 | val_loss: 0.0311693 | Time: 1850.31 ms [2021-07-30 08:53:09 main:574] : INFO : Epoch 1852 | loss: 0.0311443 | val_loss: 0.0311721 | Time: 1843.31 ms [2021-07-30 08:53:11 main:574] : INFO : Epoch 1853 | loss: 0.031143 | val_loss: 0.0311706 | Time: 1845.64 ms [2021-07-30 08:53:13 main:574] : INFO : Epoch 1854 | loss: 0.03114 | val_loss: 0.0311678 | Time: 1836.65 ms [2021-07-30 08:53:15 main:574] : INFO : Epoch 1855 | loss: 0.0311407 | val_loss: 0.0311671 | Time: 1844.64 ms [2021-07-30 08:53:17 main:574] : INFO : Epoch 1856 | loss: 0.0311427 | val_loss: 0.0311751 | Time: 1849.43 ms [2021-07-30 08:53:19 main:574] : INFO : Epoch 1857 | loss: 0.0311445 | val_loss: 0.0311722 | Time: 1845.33 ms [2021-07-30 08:53:21 main:574] : INFO : Epoch 1858 | loss: 0.0311457 | val_loss: 0.0311689 | Time: 1849.56 ms [2021-07-30 08:53:23 main:574] : INFO : Epoch 1859 | loss: 0.0311425 | val_loss: 0.0311687 | Time: 1847.88 ms [2021-07-30 08:53:24 main:574] : INFO : Epoch 1860 | loss: 0.0311424 | val_loss: 0.0311676 | Time: 1842.62 ms [2021-07-30 08:53:26 main:574] : INFO : Epoch 1861 | loss: 0.0311424 | val_loss: 0.031171 | Time: 1869.94 ms [2021-07-30 08:53:28 main:574] : INFO : Epoch 1862 | loss: 0.0311443 | val_loss: 0.0311716 | Time: 1847.5 ms [2021-07-30 08:53:30 main:574] : INFO : Epoch 1863 | loss: 0.0311479 | val_loss: 0.0311762 | Time: 1848.48 ms [2021-07-30 08:53:32 main:574] : INFO : Epoch 1864 | loss: 0.0311458 | val_loss: 0.0311659 | Time: 1847.13 ms [2021-07-30 08:53:34 main:574] : INFO : Epoch 1865 | loss: 0.0311403 | val_loss: 0.0311676 | Time: 1855.71 ms [2021-07-30 08:53:36 main:574] : INFO : Epoch 1866 | loss: 0.0311444 | val_loss: 0.0311697 | Time: 1855.1 ms [2021-07-30 08:53:38 main:574] : INFO : Epoch 1867 | loss: 0.0311446 | val_loss: 0.0311693 | Time: 1847.8 ms [2021-07-30 08:53:40 main:574] : INFO : Epoch 1868 | loss: 0.0311503 | val_loss: 0.0311866 | Time: 1845.69 ms [2021-07-30 08:53:42 main:574] : INFO : Epoch 1869 | loss: 0.0311453 | val_loss: 0.0311739 | Time: 1863.46 ms [2021-07-30 08:53:44 main:574] : INFO : Epoch 1870 | loss: 0.031138 | val_loss: 0.0311695 | Time: 1873.45 ms [2021-07-30 08:53:46 main:574] : INFO : Epoch 1871 | loss: 0.031141 | val_loss: 0.0311697 | Time: 1848.86 ms [2021-07-30 08:53:47 main:574] : INFO : Epoch 1872 | loss: 0.031137 | val_loss: 0.0311702 | Time: 1854.26 ms [2021-07-30 08:53:49 main:574] : INFO : Epoch 1873 | loss: 0.0311373 | val_loss: 0.0311678 | Time: 1844 ms [2021-07-30 08:53:51 main:574] : INFO : Epoch 1874 | loss: 0.0311401 | val_loss: 0.0311711 | Time: 1854.82 ms [2021-07-30 08:53:53 main:574] : INFO : Epoch 1875 | loss: 0.0311441 | val_loss: 0.0311776 | Time: 1852.04 ms [2021-07-30 08:53:55 main:574] : INFO : Epoch 1876 | loss: 0.031146 | val_loss: 0.0311714 | Time: 1845.69 ms [2021-07-30 08:53:57 main:574] : INFO : Epoch 1877 | loss: 0.0311494 | val_loss: 0.0311731 | Time: 1849.3 ms [2021-07-30 08:53:59 main:574] : INFO : Epoch 1878 | loss: 0.0311477 | val_loss: 0.0311756 | Time: 1843.38 ms [2021-07-30 08:54:01 main:574] : INFO : Epoch 1879 | loss: 0.0311427 | val_loss: 0.0311748 | Time: 1849.56 ms [2021-07-30 08:54:03 main:574] : INFO : Epoch 1880 | loss: 0.0311397 | val_loss: 0.0311729 | Time: 1846.6 ms [2021-07-30 08:54:05 main:574] : INFO : Epoch 1881 | loss: 0.0311411 | val_loss: 0.0311688 | Time: 1845.43 ms [2021-07-30 08:54:06 main:574] : INFO : Epoch 1882 | loss: 0.0311408 | val_loss: 0.0311701 | Time: 1847.18 ms [2021-07-30 08:54:08 main:574] : INFO : Epoch 1883 | loss: 0.0311385 | val_loss: 0.0311718 | Time: 1847.9 ms [2021-07-30 08:54:10 main:574] : INFO : Epoch 1884 | loss: 0.0311371 | val_loss: 0.031173 | Time: 1844.47 ms [2021-07-30 08:54:12 main:574] : INFO : Epoch 1885 | loss: 0.031138 | val_loss: 0.031175 | Time: 1851.99 ms [2021-07-30 08:54:14 main:574] : INFO : Epoch 1886 | loss: 0.0311396 | val_loss: 0.0311703 | Time: 1848.62 ms [2021-07-30 08:54:16 main:574] : INFO : Epoch 1887 | loss: 0.0311431 | val_loss: 0.0311694 | Time: 1851.19 ms [2021-07-30 08:54:18 main:574] : INFO : Epoch 1888 | loss: 0.031152 | val_loss: 0.0311676 | Time: 1847.6 ms [2021-07-30 08:54:20 main:574] : INFO : Epoch 1889 | loss: 0.0311509 | val_loss: 0.0311657 | Time: 1847.74 ms [2021-07-30 08:54:22 main:574] : INFO : Epoch 1890 | loss: 0.0311458 | val_loss: 0.0311656 | Time: 1854.87 ms [2021-07-30 08:54:24 main:574] : INFO : Epoch 1891 | loss: 0.031146 | val_loss: 0.0311678 | Time: 1853.23 ms [2021-07-30 08:54:26 main:574] : INFO : Epoch 1892 | loss: 0.0311447 | val_loss: 0.031168 | Time: 1857.33 ms [2021-07-30 08:54:27 main:574] : INFO : Epoch 1893 | loss: 0.0311482 | val_loss: 0.0311687 | Time: 1837.7 ms [2021-07-30 08:54:29 main:574] : INFO : Epoch 1894 | loss: 0.0311425 | val_loss: 0.0311668 | Time: 1849.39 ms [2021-07-30 08:54:31 main:574] : INFO : Epoch 1895 | loss: 0.0311419 | val_loss: 0.0311632 | Time: 1847.69 ms [2021-07-30 08:54:33 main:574] : INFO : Epoch 1896 | loss: 0.0311418 | val_loss: 0.0311739 | Time: 1847.79 ms [2021-07-30 08:54:35 main:574] : INFO : Epoch 1897 | loss: 0.0311421 | val_loss: 0.031166 | Time: 1853.71 ms [2021-07-30 08:54:37 main:574] : INFO : Epoch 1898 | loss: 0.0311386 | val_loss: 0.0311687 | Time: 1853.77 ms [2021-07-30 08:54:39 main:574] : INFO : Epoch 1899 | loss: 0.0311398 | val_loss: 0.0311644 | Time: 1849.1 ms [2021-07-30 08:54:41 main:574] : INFO : Epoch 1900 | loss: 0.0311392 | val_loss: 0.0311687 | Time: 1844.41 ms [2021-07-30 08:54:43 main:574] : INFO : Epoch 1901 | loss: 0.031141 | val_loss: 0.031169 | Time: 1842.79 ms [2021-07-30 08:54:45 main:574] : INFO : Epoch 1902 | loss: 0.0311454 | val_loss: 0.031165 | Time: 1842.89 ms [2021-07-30 08:54:46 main:574] : INFO : Epoch 1903 | loss: 0.0311421 | val_loss: 0.0311689 | Time: 1847.18 ms [2021-07-30 08:54:48 main:574] : INFO : Epoch 1904 | loss: 0.0311421 | val_loss: 0.0311667 | Time: 1844.35 ms [2021-07-30 08:54:50 main:574] : INFO : Epoch 1905 | loss: 0.0311433 | val_loss: 0.0311688 | Time: 1866.63 ms [2021-07-30 08:54:52 main:574] : INFO : Epoch 1906 | loss: 0.0311416 | val_loss: 0.0311674 | Time: 1845.46 ms [2021-07-30 08:54:54 main:574] : INFO : Epoch 1907 | loss: 0.0311385 | val_loss: 0.0311675 | Time: 1842.75 ms [2021-07-30 08:54:56 main:574] : INFO : Epoch 1908 | loss: 0.0311399 | val_loss: 0.0311739 | Time: 1837.98 ms [2021-07-30 08:54:58 main:574] : INFO : Epoch 1909 | loss: 0.0311397 | val_loss: 0.0311742 | Time: 1848.43 ms [2021-07-30 08:55:00 main:574] : INFO : Epoch 1910 | loss: 0.0311377 | val_loss: 0.031169 | Time: 1857.76 ms [2021-07-30 08:55:02 main:574] : INFO : Epoch 1911 | loss: 0.0311416 | val_loss: 0.0311679 | Time: 1861.34 ms [2021-07-30 08:55:04 main:574] : INFO : Epoch 1912 | loss: 0.0311403 | val_loss: 0.031167 | Time: 1852.72 ms [2021-07-30 08:55:06 main:574] : INFO : Epoch 1913 | loss: 0.0311415 | val_loss: 0.0311685 | Time: 1854.47 ms [2021-07-30 08:55:07 main:574] : INFO : Epoch 1914 | loss: 0.0311414 | val_loss: 0.0311686 | Time: 1852.11 ms [2021-07-30 08:55:09 main:574] : INFO : Epoch 1915 | loss: 0.0311401 | val_loss: 0.0311663 | Time: 1839.96 ms [2021-07-30 08:55:11 main:574] : INFO : Epoch 1916 | loss: 0.0311403 | val_loss: 0.031171 | Time: 1847.71 ms [2021-07-30 08:55:13 main:574] : INFO : Epoch 1917 | loss: 0.0311389 | val_loss: 0.0311709 | Time: 1847.88 ms [2021-07-30 08:55:15 main:574] : INFO : Epoch 1918 | loss: 0.0311398 | val_loss: 0.0311689 | Time: 1852.49 ms [2021-07-30 08:55:17 main:574] : INFO : Epoch 1919 | loss: 0.0311417 | val_loss: 0.031171 | Time: 1847.81 ms [2021-07-30 08:55:19 main:574] : INFO : Epoch 1920 | loss: 0.0311459 | val_loss: 0.0311688 | Time: 1843.95 ms [2021-07-30 08:55:21 main:574] : INFO : Epoch 1921 | loss: 0.0311394 | val_loss: 0.0311686 | Time: 1843.34 ms [2021-07-30 08:55:23 main:574] : INFO : Epoch 1922 | loss: 0.0311368 | val_loss: 0.0311671 | Time: 1852.86 ms [2021-07-30 08:55:25 main:574] : INFO : Epoch 1923 | loss: 0.0311367 | val_loss: 0.0311745 | Time: 1845.01 ms [2021-07-30 08:55:26 main:574] : INFO : Epoch 1924 | loss: 0.0311368 | val_loss: 0.0311687 | Time: 1839.4 ms [2021-07-30 08:55:28 main:574] : INFO : Epoch 1925 | loss: 0.0311385 | val_loss: 0.0311699 | Time: 1846.12 ms [2021-07-30 08:55:30 main:574] : INFO : Epoch 1926 | loss: 0.0311388 | val_loss: 0.0311684 | Time: 1844.03 ms [2021-07-30 08:55:32 main:574] : INFO : Epoch 1927 | loss: 0.0311402 | val_loss: 0.0311662 | Time: 1875.03 ms [2021-07-30 08:55:34 main:574] : INFO : Epoch 1928 | loss: 0.0311434 | val_loss: 0.0311738 | Time: 1870.12 ms [2021-07-30 08:55:36 main:574] : INFO : Epoch 1929 | loss: 0.0311426 | val_loss: 0.031164 | Time: 1848.71 ms [2021-07-30 08:55:38 main:574] : INFO : Epoch 1930 | loss: 0.0311388 | val_loss: 0.0311694 | Time: 1845.85 ms [2021-07-30 08:55:40 main:574] : INFO : Epoch 1931 | loss: 0.0311441 | val_loss: 0.0311643 | Time: 1849.12 ms [2021-07-30 08:55:42 main:574] : INFO : Epoch 1932 | loss: 0.0311443 | val_loss: 0.0311705 | Time: 1845.12 ms [2021-07-30 08:55:44 main:574] : INFO : Epoch 1933 | loss: 0.0311442 | val_loss: 0.0311699 | Time: 1861.69 ms [2021-07-30 08:55:46 main:574] : INFO : Epoch 1934 | loss: 0.0311402 | val_loss: 0.0311701 | Time: 1842.2 ms [2021-07-30 08:55:47 main:574] : INFO : Epoch 1935 | loss: 0.0311431 | val_loss: 0.0311725 | Time: 1850.38 ms [2021-07-30 08:55:49 main:574] : INFO : Epoch 1936 | loss: 0.0311433 | val_loss: 0.0311712 | Time: 1841.35 ms [2021-07-30 08:55:51 main:574] : INFO : Epoch 1937 | loss: 0.0311407 | val_loss: 0.0311675 | Time: 1843.06 ms [2021-07-30 08:55:53 main:574] : INFO : Epoch 1938 | loss: 0.031138 | val_loss: 0.0311764 | Time: 1850 ms [2021-07-30 08:55:55 main:574] : INFO : Epoch 1939 | loss: 0.0311376 | val_loss: 0.0311735 | Time: 1844.75 ms [2021-07-30 08:55:57 main:574] : INFO : Epoch 1940 | loss: 0.0311403 | val_loss: 0.031168 | Time: 1856.05 ms [2021-07-30 08:55:59 main:574] : INFO : Epoch 1941 | loss: 0.0311393 | val_loss: 0.0311707 | Time: 1846.27 ms [2021-07-30 08:56:01 main:574] : INFO : Epoch 1942 | loss: 0.0311412 | val_loss: 0.0311692 | Time: 1840.84 ms [2021-07-30 08:56:03 main:574] : INFO : Epoch 1943 | loss: 0.0311392 | val_loss: 0.0311701 | Time: 1844.45 ms [2021-07-30 08:56:05 main:574] : INFO : Epoch 1944 | loss: 0.0311367 | val_loss: 0.0311716 | Time: 1848.69 ms [2021-07-30 08:56:07 main:574] : INFO : Epoch 1945 | loss: 0.0311444 | val_loss: 0.0311653 | Time: 1847.37 ms [2021-07-30 08:56:09 main:574] : INFO : Epoch 1946 | loss: 0.031142 | val_loss: 0.031168 | Time: 1849.93 ms [2021-07-30 08:56:10 main:574] : INFO : Epoch 1947 | loss: 0.0311445 | val_loss: 0.0311668 | Time: 1848.22 ms [2021-07-30 08:56:12 main:574] : INFO : Epoch 1948 | loss: 0.0311409 | val_loss: 0.0311734 | Time: 1845.61 ms [2021-07-30 08:56:14 main:574] : INFO : Epoch 1949 | loss: 0.0311504 | val_loss: 0.031174 | Time: 1845.78 ms [2021-07-30 08:56:16 main:574] : INFO : Epoch 1950 | loss: 0.0311604 | val_loss: 0.0311758 | Time: 1841.4 ms [2021-07-30 08:56:18 main:574] : INFO : Epoch 1951 | loss: 0.0311587 | val_loss: 0.0311744 | Time: 1855.04 ms [2021-07-30 08:56:20 main:574] : INFO : Epoch 1952 | loss: 0.0311549 | val_loss: 0.031168 | Time: 1847.43 ms [2021-07-30 08:56:22 main:574] : INFO : Epoch 1953 | loss: 0.0311517 | val_loss: 0.0311651 | Time: 1847.05 ms [2021-07-30 08:56:24 main:574] : INFO : Epoch 1954 | loss: 0.0311505 | val_loss: 0.0311642 | Time: 1841.45 ms [2021-07-30 08:56:26 main:574] : INFO : Epoch 1955 | loss: 0.0311508 | val_loss: 0.031166 | Time: 1844.9 ms [2021-07-30 08:56:28 main:574] : INFO : Epoch 1956 | loss: 0.0311479 | val_loss: 0.0311673 | Time: 1850.62 ms [2021-07-30 08:56:30 main:574] : INFO : Epoch 1957 | loss: 0.0311475 | val_loss: 0.031166 | Time: 1847.36 ms [2021-07-30 08:56:31 main:574] : INFO : Epoch 1958 | loss: 0.0311469 | val_loss: 0.0311681 | Time: 1845.91 ms [2021-07-30 08:56:33 main:574] : INFO : Epoch 1959 | loss: 0.0311453 | val_loss: 0.0311661 | Time: 1846.72 ms [2021-07-30 08:56:35 main:574] : INFO : Epoch 1960 | loss: 0.0311439 | val_loss: 0.0311641 | Time: 1861.93 ms [2021-07-30 08:56:37 main:574] : INFO : Epoch 1961 | loss: 0.0311447 | val_loss: 0.031168 | Time: 1852.02 ms [2021-07-30 08:56:39 main:574] : INFO : Epoch 1962 | loss: 0.0311438 | val_loss: 0.031166 | Time: 1865.6 ms [2021-07-30 08:56:41 main:574] : INFO : Epoch 1963 | loss: 0.0311465 | val_loss: 0.0311691 | Time: 1851.25 ms [2021-07-30 08:56:43 main:574] : INFO : Epoch 1964 | loss: 0.0311448 | val_loss: 0.0311671 | Time: 1848.58 ms [2021-07-30 08:56:45 main:574] : INFO : Epoch 1965 | loss: 0.0311485 | val_loss: 0.0311656 | Time: 1849.21 ms [2021-07-30 08:56:47 main:574] : INFO : Epoch 1966 | loss: 0.0311446 | val_loss: 0.0311732 | Time: 1842.3 ms [2021-07-30 08:56:49 main:574] : INFO : Epoch 1967 | loss: 0.0311435 | val_loss: 0.0311658 | Time: 1845.06 ms [2021-07-30 08:56:51 main:574] : INFO : Epoch 1968 | loss: 0.0311406 | val_loss: 0.0311694 | Time: 1851.88 ms [2021-07-30 08:56:52 main:574] : INFO : Epoch 1969 | loss: 0.0311411 | val_loss: 0.0311667 | Time: 1845.63 ms [2021-07-30 08:56:54 main:574] : INFO : Epoch 1970 | loss: 0.0311429 | val_loss: 0.0311692 | Time: 1847.19 ms [2021-07-30 08:56:56 main:574] : INFO : Epoch 1971 | loss: 0.0311424 | val_loss: 0.0311696 | Time: 1854.23 ms [2021-07-30 08:56:58 main:574] : INFO : Epoch 1972 | loss: 0.0311408 | val_loss: 0.0311692 | Time: 1850.4 ms [2021-07-30 08:57:00 main:574] : INFO : Epoch 1973 | loss: 0.0311401 | val_loss: 0.0311721 | Time: 1837.92 ms [2021-07-30 08:57:02 main:574] : INFO : Epoch 1974 | loss: 0.031141 | val_loss: 0.0311719 | Time: 1832.97 ms [2021-07-30 08:57:04 main:574] : INFO : Epoch 1975 | loss: 0.0311445 | val_loss: 0.0311696 | Time: 1850.12 ms [2021-07-30 08:57:06 main:574] : INFO : Epoch 1976 | loss: 0.0311382 | val_loss: 0.0311667 | Time: 1846.86 ms [2021-07-30 08:57:08 main:574] : INFO : Epoch 1977 | loss: 0.0311407 | val_loss: 0.0311664 | Time: 1841.64 ms [2021-07-30 08:57:10 main:574] : INFO : Epoch 1978 | loss: 0.0311396 | val_loss: 0.0311727 | Time: 1843.16 ms [2021-07-30 08:57:11 main:574] : INFO : Epoch 1979 | loss: 0.0311381 | val_loss: 0.0311682 | Time: 1850.77 ms [2021-07-30 08:57:13 main:574] : INFO : Epoch 1980 | loss: 0.0311408 | val_loss: 0.031173 | Time: 1848.93 ms [2021-07-30 08:57:15 main:574] : INFO : Epoch 1981 | loss: 0.0311458 | val_loss: 0.0311715 | Time: 1851.98 ms [2021-07-30 08:57:17 main:574] : INFO : Epoch 1982 | loss: 0.031146 | val_loss: 0.0311671 | Time: 1850.61 ms [2021-07-30 08:57:19 main:574] : INFO : Epoch 1983 | loss: 0.0311434 | val_loss: 0.0311641 | Time: 1841.76 ms [2021-07-30 08:57:21 main:574] : INFO : Epoch 1984 | loss: 0.0311435 | val_loss: 0.0311661 | Time: 1852.53 ms [2021-07-30 08:57:23 main:574] : INFO : Epoch 1985 | loss: 0.0311425 | val_loss: 0.031172 | Time: 1860.3 ms [2021-07-30 08:57:25 main:574] : INFO : Epoch 1986 | loss: 0.0311443 | val_loss: 0.0311704 | Time: 1840.78 ms [2021-07-30 08:57:27 main:574] : INFO : Epoch 1987 | loss: 0.0311433 | val_loss: 0.0311766 | Time: 1849.15 ms [2021-07-30 08:57:29 main:574] : INFO : Epoch 1988 | loss: 0.031143 | val_loss: 0.0311663 | Time: 1845.39 ms [2021-07-30 08:57:30 main:574] : INFO : Epoch 1989 | loss: 0.0311402 | val_loss: 0.031166 | Time: 1853.39 ms [2021-07-30 08:57:32 main:574] : INFO : Epoch 1990 | loss: 0.0311396 | val_loss: 0.031171 | Time: 1856.05 ms [2021-07-30 08:57:34 main:574] : INFO : Epoch 1991 | loss: 0.031139 | val_loss: 0.0311751 | Time: 1852.01 ms [2021-07-30 08:57:36 main:574] : INFO : Epoch 1992 | loss: 0.0311396 | val_loss: 0.0311706 | Time: 1854.3 ms [2021-07-30 08:57:38 main:574] : INFO : Epoch 1993 | loss: 0.0311499 | val_loss: 0.0311718 | Time: 1849.64 ms [2021-07-30 08:57:40 main:574] : INFO : Epoch 1994 | loss: 0.0311443 | val_loss: 0.0311757 | Time: 1849.65 ms [2021-07-30 08:57:42 main:574] : INFO : Epoch 1995 | loss: 0.0311452 | val_loss: 0.0311732 | Time: 1846.9 ms [2021-07-30 08:57:44 main:574] : INFO : Epoch 1996 | loss: 0.0311424 | val_loss: 0.0311711 | Time: 1853.99 ms [2021-07-30 08:57:46 main:574] : INFO : Epoch 1997 | loss: 0.031142 | val_loss: 0.0311688 | Time: 1842.75 ms [2021-07-30 08:57:48 main:574] : INFO : Epoch 1998 | loss: 0.0311472 | val_loss: 0.0311745 | Time: 1856.48 ms [2021-07-30 08:57:50 main:574] : INFO : Epoch 1999 | loss: 0.0311489 | val_loss: 0.0311757 | Time: 1843.76 ms [2021-07-30 08:57:51 main:574] : INFO : Epoch 2000 | loss: 0.0311452 | val_loss: 0.031167 | Time: 1846.58 ms [2021-07-30 08:57:53 main:574] : INFO : Epoch 2001 | loss: 0.0311453 | val_loss: 0.0311675 | Time: 1852.34 ms [2021-07-30 08:57:55 main:574] : INFO : Epoch 2002 | loss: 0.0311442 | val_loss: 0.0311688 | Time: 1856.63 ms [2021-07-30 08:57:57 main:574] : INFO : Epoch 2003 | loss: 0.0311413 | val_loss: 0.0311675 | Time: 1848.02 ms [2021-07-30 08:57:59 main:574] : INFO : Epoch 2004 | loss: 0.03114 | val_loss: 0.031163 | Time: 1851.49 ms [2021-07-30 08:58:01 main:574] : INFO : Epoch 2005 | loss: 0.0311423 | val_loss: 0.0311723 | Time: 1859.16 ms [2021-07-30 08:58:03 main:574] : INFO : Epoch 2006 | loss: 0.0311418 | val_loss: 0.0311722 | Time: 1845.31 ms [2021-07-30 08:58:05 main:574] : INFO : Epoch 2007 | loss: 0.0311428 | val_loss: 0.0311781 | Time: 1845.92 ms [2021-07-30 08:58:07 main:574] : INFO : Epoch 2008 | loss: 0.0311379 | val_loss: 0.0311724 | Time: 1845.39 ms [2021-07-30 08:58:09 main:574] : INFO : Epoch 2009 | loss: 0.0311377 | val_loss: 0.0311679 | Time: 1846.99 ms [2021-07-30 08:58:11 main:574] : INFO : Epoch 2010 | loss: 0.0311358 | val_loss: 0.0311697 | Time: 1855.22 ms [2021-07-30 08:58:13 main:574] : INFO : Epoch 2011 | loss: 0.0311363 | val_loss: 0.0311684 | Time: 1840.27 ms [2021-07-30 08:58:14 main:574] : INFO : Epoch 2012 | loss: 0.0311371 | val_loss: 0.0311684 | Time: 1853.19 ms [2021-07-30 08:58:16 main:574] : INFO : Epoch 2013 | loss: 0.031137 | val_loss: 0.031168 | Time: 1849.34 ms [2021-07-30 08:58:18 main:574] : INFO : Epoch 2014 | loss: 0.0311424 | val_loss: 0.031169 | Time: 1842.97 ms [2021-07-30 08:58:20 main:574] : INFO : Epoch 2015 | loss: 0.0311425 | val_loss: 0.0311712 | Time: 1846.68 ms [2021-07-30 08:58:22 main:574] : INFO : Epoch 2016 | loss: 0.0311415 | val_loss: 0.0311677 | Time: 1852.15 ms [2021-07-30 08:58:24 main:574] : INFO : Epoch 2017 | loss: 0.0311423 | val_loss: 0.0311664 | Time: 1845.22 ms [2021-07-30 08:58:26 main:574] : INFO : Epoch 2018 | loss: 0.0311399 | val_loss: 0.0311661 | Time: 1850.4 ms [2021-07-30 08:58:28 main:574] : INFO : Epoch 2019 | loss: 0.0311412 | val_loss: 0.0311713 | Time: 1860.24 ms [2021-07-30 08:58:30 main:574] : INFO : Epoch 2020 | loss: 0.0311431 | val_loss: 0.0311663 | Time: 1847.55 ms [2021-07-30 08:58:32 main:574] : INFO : Epoch 2021 | loss: 0.0311396 | val_loss: 0.0311696 | Time: 1846.98 ms [2021-07-30 08:58:33 main:574] : INFO : Epoch 2022 | loss: 0.0311416 | val_loss: 0.0311664 | Time: 1845.09 ms [2021-07-30 08:58:35 main:574] : INFO : Epoch 2023 | loss: 0.0311411 | val_loss: 0.0311644 | Time: 1851.69 ms [2021-07-30 08:58:37 main:574] : INFO : Epoch 2024 | loss: 0.0311405 | val_loss: 0.0311693 | Time: 1846 ms [2021-07-30 08:58:39 main:574] : INFO : Epoch 2025 | loss: 0.0311381 | val_loss: 0.0311671 | Time: 1842.1 ms [2021-07-30 08:58:41 main:574] : INFO : Epoch 2026 | loss: 0.0311381 | val_loss: 0.031167 | Time: 1849.04 ms [2021-07-30 08:58:43 main:574] : INFO : Epoch 2027 | loss: 0.031138 | val_loss: 0.0311723 | Time: 1843.57 ms [2021-07-30 08:58:45 main:574] : INFO : Epoch 2028 | loss: 0.0311397 | val_loss: 0.0311662 | Time: 1842.14 ms [2021-07-30 08:58:47 main:574] : INFO : Epoch 2029 | loss: 0.0311506 | val_loss: 0.0311731 | Time: 1844.9 ms [2021-07-30 08:58:49 main:574] : INFO : Epoch 2030 | loss: 0.0311542 | val_loss: 0.0311689 | Time: 1851.95 ms [2021-07-30 08:58:51 main:574] : INFO : Epoch 2031 | loss: 0.0311526 | val_loss: 0.0311652 | Time: 1848.83 ms [2021-07-30 08:58:53 main:574] : INFO : Epoch 2032 | loss: 0.031153 | val_loss: 0.0311659 | Time: 1850.99 ms [2021-07-30 08:58:54 main:574] : INFO : Epoch 2033 | loss: 0.0311498 | val_loss: 0.0311691 | Time: 1847.75 ms [2021-07-30 08:58:56 main:574] : INFO : Epoch 2034 | loss: 0.0311484 | val_loss: 0.0311673 | Time: 1847.83 ms [2021-07-30 08:58:58 main:574] : INFO : Epoch 2035 | loss: 0.0311436 | val_loss: 0.0311708 | Time: 1846.35 ms [2021-07-30 08:59:00 main:574] : INFO : Epoch 2036 | loss: 0.0311455 | val_loss: 0.031171 | Time: 1850.67 ms [2021-07-30 08:59:02 main:574] : INFO : Epoch 2037 | loss: 0.038033 | val_loss: 0.0406821 | Time: 1842.79 ms [2021-07-30 08:59:04 main:574] : INFO : Epoch 2038 | loss: 0.0462063 | val_loss: 0.0359894 | Time: 1869.79 ms [2021-07-30 08:59:06 main:574] : INFO : Epoch 2039 | loss: 0.0327344 | val_loss: 0.0314654 | Time: 1846.09 ms [2021-07-30 08:59:08 main:574] : INFO : Epoch 2040 | loss: 0.0314715 | val_loss: 0.0313338 | Time: 1843.67 ms [2021-07-30 08:59:10 main:574] : INFO : Epoch 2041 | loss: 0.0312935 | val_loss: 0.0312567 | Time: 1842.07 ms [2021-07-30 08:59:12 main:574] : INFO : Epoch 2042 | loss: 0.0312571 | val_loss: 0.0312514 | Time: 1858.47 ms [2021-07-30 08:59:14 main:574] : INFO : Epoch 2043 | loss: 0.0312493 | val_loss: 0.0312466 | Time: 1846.91 ms [2021-07-30 08:59:15 main:574] : INFO : Epoch 2044 | loss: 0.0312444 | val_loss: 0.0312424 | Time: 1845.53 ms [2021-07-30 08:59:17 main:574] : INFO : Epoch 2045 | loss: 0.0312412 | val_loss: 0.0312398 | Time: 1848 ms [2021-07-30 08:59:19 main:574] : INFO : Epoch 2046 | loss: 0.0312379 | val_loss: 0.0312366 | Time: 1841.46 ms [2021-07-30 08:59:21 main:574] : INFO : Epoch 2047 | loss: 0.0312351 | val_loss: 0.0312342 | Time: 1845.56 ms [2021-07-30 08:59:23 main:574] : INFO : Epoch 2048 | loss: 0.0312324 | val_loss: 0.0312322 | Time: 1835.74 ms [2021-07-30 08:59:23 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0312322 [2021-07-30 08:59:23 main:603] : INFO : Saving end state to config to file [2021-07-30 08:59:23 main:608] : INFO : Success, exiting.. 08:59:23 (20712): 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)