Task 13773529
| Name | ParityModified-1647041529-12101-2-0_0 |
| Workunit | 10858538 |
| Created | 25 Mar 2022, 22:37:40 UTC |
| Sent | 31 Mar 2022, 19:13:07 UTC |
| Report deadline | 8 Apr 2022, 19:13:07 UTC |
| Received | 1 Apr 2022, 13:31:28 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19110 |
| Run time | 1 hours 1 min 11 sec |
| CPU time | 1 hours 0 min 29 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,553.57 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.54 GB |
| Peak swap size | 3.48 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 74] : INFO : Epoch 1542 | loss: 0.0311186 | val_loss: 0.0311704 | Time: 1773.08 ms [2022-04-01 08:15:47 main:574] : INFO : Epoch 1543 | loss: 0.031119 | val_loss: 0.03117 | Time: 1778.64 ms [2022-04-01 08:15:49 main:574] : INFO : Epoch 1544 | loss: 0.0311202 | val_loss: 0.0311644 | Time: 1773.26 ms [2022-04-01 08:15:51 main:574] : INFO : Epoch 1545 | loss: 0.0311181 | val_loss: 0.0311686 | Time: 1772.73 ms [2022-04-01 08:15:53 main:574] : INFO : Epoch 1546 | loss: 0.0311179 | val_loss: 0.0311702 | Time: 1773.8 ms [2022-04-01 08:15:55 main:574] : INFO : Epoch 1547 | loss: 0.0311238 | val_loss: 0.0311673 | Time: 1775.31 ms [2022-04-01 08:15:56 main:574] : INFO : Epoch 1548 | loss: 0.03112 | val_loss: 0.031168 | Time: 1776.6 ms [2022-04-01 08:15:58 main:574] : INFO : Epoch 1549 | loss: 0.0311195 | val_loss: 0.0311621 | Time: 1774.82 ms [2022-04-01 08:16:00 main:574] : INFO : Epoch 1550 | loss: 0.0311198 | val_loss: 0.0311729 | Time: 1774.21 ms [2022-04-01 08:16:02 main:574] : INFO : Epoch 1551 | loss: 0.0311208 | val_loss: 0.0311729 | Time: 1764.5 ms [2022-04-01 08:16:03 main:574] : INFO : Epoch 1552 | loss: 0.0311186 | val_loss: 0.0311716 | Time: 1772.65 ms [2022-04-01 08:16:05 main:574] : INFO : Epoch 1553 | loss: 0.0311213 | val_loss: 0.0311717 | Time: 1758.34 ms [2022-04-01 08:16:07 main:574] : INFO : Epoch 1554 | loss: 0.0311234 | val_loss: 0.0311694 | Time: 1762.83 ms [2022-04-01 08:16:09 main:574] : INFO : Epoch 1555 | loss: 0.0311242 | val_loss: 0.0311633 | Time: 1772.67 ms [2022-04-01 08:16:11 main:574] : INFO : Epoch 1556 | loss: 0.0311192 | val_loss: 0.0311681 | Time: 1769.81 ms [2022-04-01 08:16:12 main:574] : INFO : Epoch 1557 | loss: 0.0311181 | val_loss: 0.0311625 | Time: 1769.4 ms [2022-04-01 08:16:14 main:574] : INFO : Epoch 1558 | loss: 0.0311157 | val_loss: 0.0311697 | Time: 1759.88 ms [2022-04-01 08:16:16 main:574] : INFO : Epoch 1559 | loss: 0.0311171 | val_loss: 0.0311616 | Time: 1776.94 ms [2022-04-01 08:16:18 main:574] : INFO : Epoch 1560 | loss: 0.0311179 | val_loss: 0.0311668 | Time: 1768.43 ms [2022-04-01 08:16:19 main:574] : INFO : Epoch 1561 | loss: 0.0311189 | val_loss: 0.0311669 | Time: 1778.62 ms [2022-04-01 08:16:21 main:574] : INFO : Epoch 1562 | loss: 0.0311192 | val_loss: 0.0311673 | Time: 1763.12 ms [2022-04-01 08:16:23 main:574] : INFO : Epoch 1563 | loss: 0.0311154 | val_loss: 0.0311666 | Time: 1760.97 ms [2022-04-01 08:16:25 main:574] : INFO : Epoch 1564 | loss: 0.0311139 | val_loss: 0.0311714 | Time: 1772.25 ms [2022-04-01 08:16:27 main:574] : INFO : Epoch 1565 | loss: 0.0311246 | val_loss: 0.0311627 | Time: 1763.68 ms [2022-04-01 08:16:28 main:574] : INFO : Epoch 1566 | loss: 0.031126 | val_loss: 0.0311633 | Time: 1773.08 ms [2022-04-01 08:16:30 main:574] : INFO : Epoch 1567 | loss: 0.0311216 | val_loss: 0.0311748 | Time: 1760.27 ms [2022-04-01 08:16:32 main:574] : INFO : Epoch 1568 | loss: 0.0311208 | val_loss: 0.0311624 | Time: 1758.62 ms [2022-04-01 08:16:34 main:574] : INFO : Epoch 1569 | loss: 0.0311165 | val_loss: 0.0311701 | Time: 1760.89 ms [2022-04-01 08:16:36 main:574] : INFO : Epoch 1570 | loss: 0.0311163 | val_loss: 0.0311631 | Time: 1771.83 ms [2022-04-01 08:16:37 main:574] : INFO : Epoch 1571 | loss: 0.0311163 | val_loss: 0.0311786 | Time: 1773.81 ms [2022-04-01 08:16:39 main:574] : INFO : Epoch 1572 | loss: 0.0311181 | val_loss: 0.0311632 | Time: 1762.95 ms [2022-04-01 08:16:41 main:574] : INFO : Epoch 1573 | loss: 0.0311158 | val_loss: 0.031166 | Time: 1767.03 ms [2022-04-01 08:16:43 main:574] : INFO : Epoch 1574 | loss: 0.0311135 | val_loss: 0.0311744 | Time: 1776.1 ms [2022-04-01 08:16:44 main:574] : INFO : Epoch 1575 | loss: 0.0311151 | val_loss: 0.0311696 | Time: 1770.15 ms [2022-04-01 08:16:46 main:574] : INFO : Epoch 1576 | loss: 0.0311147 | val_loss: 0.0311678 | Time: 1779.18 ms [2022-04-01 08:16:48 main:574] : INFO : Epoch 1577 | loss: 0.0311166 | val_loss: 0.0311721 | Time: 1770.91 ms [2022-04-01 08:16:50 main:574] : INFO : Epoch 1578 | loss: 0.0311169 | val_loss: 0.0311708 | Time: 1769.23 ms [2022-04-01 08:16:52 main:574] : INFO : Epoch 1579 | loss: 0.0311139 | val_loss: 0.0311655 | Time: 1764.53 ms [2022-04-01 08:16:53 main:574] : INFO : Epoch 1580 | loss: 0.0311155 | val_loss: 0.0311714 | Time: 1761.63 ms [2022-04-01 08:16:55 main:574] : INFO : Epoch 1581 | loss: 0.031115 | val_loss: 0.0311665 | Time: 1771.56 ms [2022-04-01 08:16:57 main:574] : INFO : Epoch 1582 | loss: 0.0311151 | val_loss: 0.0311649 | Time: 1772.96 ms [2022-04-01 08:16:59 main:574] : INFO : Epoch 1583 | loss: 0.0311127 | val_loss: 0.0311652 | Time: 1761.96 ms [2022-04-01 08:17:00 main:574] : INFO : Epoch 1584 | loss: 0.0311112 | val_loss: 0.0311711 | Time: 1785.66 ms [2022-04-01 08:17:02 main:574] : INFO : Epoch 1585 | loss: 0.0311112 | val_loss: 0.0311627 | Time: 1765.63 ms [2022-04-01 08:17:04 main:574] : INFO : Epoch 1586 | loss: 0.0311098 | val_loss: 0.0311811 | Time: 1764.99 ms [2022-04-01 08:17:06 main:574] : INFO : Epoch 1587 | loss: 0.031109 | val_loss: 0.0311694 | Time: 1775.3 ms [2022-04-01 08:17:08 main:574] : INFO : Epoch 1588 | loss: 0.0311118 | val_loss: 0.0311715 | Time: 1770.28 ms [2022-04-01 08:17:09 main:574] : INFO : Epoch 1589 | loss: 0.03112 | val_loss: 0.031164 | Time: 1768.36 ms [2022-04-01 08:17:11 main:574] : INFO : Epoch 1590 | loss: 0.0311175 | val_loss: 0.0311688 | Time: 1772.47 ms [2022-04-01 08:17:13 main:574] : INFO : Epoch 1591 | loss: 0.0311137 | val_loss: 0.0311656 | Time: 1766.65 ms [2022-04-01 08:17:15 main:574] : INFO : Epoch 1592 | loss: 0.0311148 | val_loss: 0.0311727 | Time: 1775.05 ms [2022-04-01 08:17:17 main:574] : INFO : Epoch 1593 | loss: 0.0311169 | val_loss: 0.0311716 | Time: 1764.34 ms [2022-04-01 08:17:18 main:574] : INFO : Epoch 1594 | loss: 0.0311239 | val_loss: 0.0311602 | Time: 1774.7 ms [2022-04-01 08:17:20 main:574] : INFO : Epoch 1595 | loss: 0.031119 | val_loss: 0.0311675 | Time: 1771.48 ms [2022-04-01 08:17:22 main:574] : INFO : Epoch 1596 | loss: 0.0311208 | val_loss: 0.0311684 | Time: 1772.98 ms [2022-04-01 08:17:24 main:574] : INFO : Epoch 1597 | loss: 0.0311205 | val_loss: 0.0311723 | Time: 1773.71 ms [2022-04-01 08:17:25 main:574] : INFO : Epoch 1598 | loss: 0.031118 | val_loss: 0.0311663 | Time: 1768.42 ms [2022-04-01 08:17:27 main:574] : INFO : Epoch 1599 | loss: 0.0311138 | val_loss: 0.0311681 | Time: 1770.62 ms [2022-04-01 08:17:29 main:574] : INFO : Epoch 1600 | loss: 0.0311132 | val_loss: 0.031164 | Time: 1767.27 ms [2022-04-01 08:17:31 main:574] : INFO : Epoch 1601 | loss: 0.0311168 | val_loss: 0.0311669 | Time: 1764.27 ms [2022-04-01 08:17:33 main:574] : INFO : Epoch 1602 | loss: 0.0311175 | val_loss: 0.0311695 | Time: 1772.8 ms [2022-04-01 08:17:34 main:574] : INFO : Epoch 1603 | loss: 0.0311131 | val_loss: 0.031174 | Time: 1767.15 ms [2022-04-01 08:17:36 main:574] : INFO : Epoch 1604 | loss: 0.0311122 | val_loss: 0.0311645 | Time: 1773.19 ms [2022-04-01 08:17:38 main:574] : INFO : Epoch 1605 | loss: 0.0311127 | val_loss: 0.0311729 | Time: 1764.52 ms [2022-04-01 08:17:40 main:574] : INFO : Epoch 1606 | loss: 0.0311106 | val_loss: 0.0311693 | Time: 1758.83 ms [2022-04-01 08:17:41 main:574] : INFO : Epoch 1607 | loss: 0.0311129 | val_loss: 0.0311682 | Time: 1762.76 ms [2022-04-01 08:17:43 main:574] : INFO : Epoch 1608 | loss: 0.0311113 | val_loss: 0.0311719 | Time: 1762.76 ms [2022-04-01 08:17:45 main:574] : INFO : Epoch 1609 | loss: 0.0311123 | val_loss: 0.0311723 | Time: 1755.35 ms [2022-04-01 08:17:47 main:574] : INFO : Epoch 1610 | loss: 0.0311127 | val_loss: 0.031162 | Time: 1757.51 ms [2022-04-01 08:17:49 main:574] : INFO : Epoch 1611 | loss: 0.0311108 | val_loss: 0.0311731 | Time: 1760.81 ms [2022-04-01 08:17:50 main:574] : INFO : Epoch 1612 | loss: 0.0311103 | val_loss: 0.0311655 | Time: 1770.12 ms [2022-04-01 08:17:52 main:574] : INFO : Epoch 1613 | loss: 0.0311077 | val_loss: 0.0311755 | Time: 1766.82 ms [2022-04-01 08:17:54 main:574] : INFO : Epoch 1614 | loss: 0.0311087 | val_loss: 0.0311681 | Time: 1774.54 ms [2022-04-01 08:17:56 main:574] : INFO : Epoch 1615 | loss: 0.0311083 | val_loss: 0.0311706 | Time: 1786.04 ms [2022-04-01 08:17:58 main:574] : INFO : Epoch 1616 | loss: 0.0311064 | val_loss: 0.0311698 | Time: 1759.73 ms [2022-04-01 08:17:59 main:574] : INFO : Epoch 1617 | loss: 0.0311047 | val_loss: 0.031172 | Time: 1776.45 ms [2022-04-01 08:18:01 main:574] : INFO : Epoch 1618 | loss: 0.0311073 | val_loss: 0.0311678 | Time: 1767.25 ms [2022-04-01 08:18:03 main:574] : INFO : Epoch 1619 | loss: 0.0311106 | val_loss: 0.0311742 | Time: 1754.63 ms [2022-04-01 08:18:05 main:574] : INFO : Epoch 1620 | loss: 0.0311118 | val_loss: 0.0311679 | Time: 1763.04 ms [2022-04-01 08:18:06 main:574] : INFO : Epoch 1621 | loss: 0.0311101 | val_loss: 0.0311707 | Time: 1767.14 ms [2022-04-01 08:18:08 main:574] : INFO : Epoch 1622 | loss: 0.0311104 | val_loss: 0.031164 | Time: 1770.72 ms [2022-04-01 08:18:10 main:574] : INFO : Epoch 1623 | loss: 0.0311095 | val_loss: 0.0311642 | Time: 1768.24 ms [2022-04-01 08:18:12 main:574] : INFO : Epoch 1624 | loss: 0.0311068 | val_loss: 0.0311793 | Time: 1773.26 ms [2022-04-01 08:18:14 main:574] : INFO : Epoch 1625 | loss: 0.0311088 | val_loss: 0.0311709 | Time: 1760.92 ms [2022-04-01 08:18:15 main:574] : INFO : Epoch 1626 | loss: 0.0311064 | val_loss: 0.0311733 | Time: 1763.37 ms [2022-04-01 08:18:17 main:574] : INFO : Epoch 1627 | loss: 0.0311069 | val_loss: 0.0311753 | Time: 1770.78 ms [2022-04-01 08:18:19 main:574] : INFO : Epoch 1628 | loss: 0.031105 | val_loss: 0.0311739 | Time: 1757.05 ms [2022-04-01 08:18:21 main:574] : INFO : Epoch 1629 | loss: 0.0311093 | val_loss: 0.0311754 | Time: 1774.22 ms [2022-04-01 08:18:22 main:574] : INFO : Epoch 1630 | loss: 0.0311096 | val_loss: 0.0311702 | Time: 1772.44 ms [2022-04-01 08:18:24 main:574] : INFO : Epoch 1631 | loss: 0.0311168 | val_loss: 0.0311836 | Time: 1769.12 ms [2022-04-01 08:18:26 main:574] : INFO : Epoch 1632 | loss: 0.0311256 | val_loss: 0.0311753 | Time: 1770.25 ms [2022-04-01 08:18:28 main:574] : INFO : Epoch 1633 | loss: 0.031121 | val_loss: 0.0311678 | Time: 1774.9 ms [2022-04-01 08:18:30 main:574] : INFO : Epoch 1634 | loss: 0.0311207 | val_loss: 0.0311682 | Time: 1763.24 ms [2022-04-01 08:18:31 main:574] : INFO : Epoch 1635 | loss: 0.0311152 | val_loss: 0.0311683 | Time: 1768.71 ms [2022-04-01 08:18:33 main:574] : INFO : Epoch 1636 | loss: 0.0311105 | val_loss: 0.0311665 | Time: 1767.03 ms [2022-04-01 08:18:35 main:574] : INFO : Epoch 1637 | loss: 0.0311107 | val_loss: 0.0311682 | Time: 1778.29 ms [2022-04-01 08:18:37 main:574] : INFO : Epoch 1638 | loss: 0.0311121 | val_loss: 0.0311757 | Time: 1774.45 ms [2022-04-01 08:18:38 main:574] : INFO : Epoch 1639 | loss: 0.0311118 | val_loss: 0.0311683 | Time: 1768.16 ms [2022-04-01 08:18:40 main:574] : INFO : Epoch 1640 | loss: 0.0311092 | val_loss: 0.0311714 | Time: 1761.01 ms [2022-04-01 08:18:42 main:574] : INFO : Epoch 1641 | loss: 0.0311148 | val_loss: 0.031175 | Time: 1764.54 ms [2022-04-01 08:18:44 main:574] : INFO : Epoch 1642 | loss: 0.0311162 | val_loss: 0.0311702 | Time: 1769.6 ms [2022-04-01 08:18:46 main:574] : INFO : Epoch 1643 | loss: 0.0311172 | val_loss: 0.031167 | Time: 1772.6 ms [2022-04-01 08:18:47 main:574] : INFO : Epoch 1644 | loss: 0.0311181 | val_loss: 0.0311733 | Time: 1766.85 ms [2022-04-01 08:18:49 main:574] : INFO : Epoch 1645 | loss: 0.0311106 | val_loss: 0.0311652 | Time: 1772.97 ms [2022-04-01 08:18:51 main:574] : INFO : Epoch 1646 | loss: 0.0311095 | val_loss: 0.03116 | Time: 1762.69 ms [2022-04-01 08:18:53 main:574] : INFO : Epoch 1647 | loss: 0.0311119 | val_loss: 0.0311702 | Time: 1776.4 ms [2022-04-01 08:18:55 main:574] : INFO : Epoch 1648 | loss: 0.0311114 | val_loss: 0.0311696 | Time: 1763.52 ms [2022-04-01 08:18:56 main:574] : INFO : Epoch 1649 | loss: 0.0311112 | val_loss: 0.0311769 | Time: 1773.27 ms [2022-04-01 08:18:58 main:574] : INFO : Epoch 1650 | loss: 0.0311088 | val_loss: 0.0311735 | Time: 1774.05 ms [2022-04-01 08:19:00 main:574] : INFO : Epoch 1651 | loss: 0.0311042 | val_loss: 0.0311779 | Time: 1773.52 ms [2022-04-01 08:19:02 main:574] : INFO : Epoch 1652 | loss: 0.0311043 | val_loss: 0.0311736 | Time: 1760.81 ms [2022-04-01 08:19:03 main:574] : INFO : Epoch 1653 | loss: 0.0311052 | val_loss: 0.0311749 | Time: 1777.43 ms [2022-04-01 08:19:05 main:574] : INFO : Epoch 1654 | loss: 0.0311108 | val_loss: 0.0311681 | Time: 1772.31 ms [2022-04-01 08:19:07 main:574] : INFO : Epoch 1655 | loss: 0.0311115 | val_loss: 0.0311653 | Time: 1764.42 ms [2022-04-01 08:19:09 main:574] : INFO : Epoch 1656 | loss: 0.0311113 | val_loss: 0.0311732 | Time: 1768.62 ms [2022-04-01 08:19:11 main:574] : INFO : Epoch 1657 | loss: 0.0311094 | val_loss: 0.0311661 | Time: 1757.27 ms [2022-04-01 08:19:12 main:574] : INFO : Epoch 1658 | loss: 0.0311072 | val_loss: 0.031178 | Time: 1774.92 ms [2022-04-01 08:19:14 main:574] : INFO : Epoch 1659 | loss: 0.0311069 | val_loss: 0.0311682 | Time: 1764.87 ms [2022-04-01 08:19:16 main:574] : INFO : Epoch 1660 | loss: 0.0311085 | val_loss: 0.0311677 | Time: 1759.94 ms [2022-04-01 08:19:18 main:574] : INFO : Epoch 1661 | loss: 0.0311184 | val_loss: 0.0311719 | Time: 1767.88 ms [2022-04-01 08:19:19 main:574] : INFO : Epoch 1662 | loss: 0.0311162 | val_loss: 0.0311738 | Time: 1779.27 ms [2022-04-01 08:19:21 main:574] : INFO : Epoch 1663 | loss: 0.0311169 | val_loss: 0.0311692 | Time: 1752.49 ms [2022-04-01 08:19:23 main:574] : INFO : Epoch 1664 | loss: 0.0311119 | val_loss: 0.0311736 | Time: 1762.71 ms [2022-04-01 08:19:25 main:574] : INFO : Epoch 1665 | loss: 0.0311064 | val_loss: 0.0311696 | Time: 1767.82 ms [2022-04-01 08:19:27 main:574] : INFO : Epoch 1666 | loss: 0.0311057 | val_loss: 0.0311767 | Time: 1772.55 ms [2022-04-01 08:19:28 main:574] : INFO : Epoch 1667 | loss: 0.0311033 | val_loss: 0.0311734 | Time: 1754.33 ms [2022-04-01 08:19:30 main:574] : INFO : Epoch 1668 | loss: 0.0311031 | val_loss: 0.0311797 | Time: 1763.67 ms [2022-04-01 08:19:32 main:574] : INFO : Epoch 1669 | loss: 0.0311083 | val_loss: 0.0311787 | Time: 1778.79 ms [2022-04-01 08:19:34 main:574] : INFO : Epoch 1670 | loss: 0.031109 | val_loss: 0.031167 | Time: 1756.98 ms [2022-04-01 08:19:35 main:574] : INFO : Epoch 1671 | loss: 0.031108 | val_loss: 0.0311735 | Time: 1774.11 ms [2022-04-01 08:19:37 main:574] : INFO : Epoch 1672 | loss: 0.0311122 | val_loss: 0.0311749 | Time: 1763.83 ms [2022-04-01 08:19:39 main:574] : INFO : Epoch 1673 | loss: 0.0311365 | val_loss: 0.0311741 | Time: 1767.69 ms [2022-04-01 08:19:41 main:574] : INFO : Epoch 1674 | loss: 0.0311359 | val_loss: 0.0311679 | Time: 1769.54 ms [2022-04-01 08:19:43 main:574] : INFO : Epoch 1675 | loss: 0.0311312 | val_loss: 0.0311734 | Time: 1766.23 ms [2022-04-01 08:19:44 main:574] : INFO : Epoch 1676 | loss: 0.0311277 | val_loss: 0.0311668 | Time: 1773.34 ms [2022-04-01 08:19:46 main:574] : INFO : Epoch 1677 | loss: 0.0311231 | val_loss: 0.0311699 | Time: 1773.98 ms [2022-04-01 08:19:48 main:574] : INFO : Epoch 1678 | loss: 0.0311248 | val_loss: 0.0311727 | Time: 1760.2 ms [2022-04-01 08:19:50 main:574] : INFO : Epoch 1679 | loss: 0.0311229 | val_loss: 0.0311763 | Time: 1778.46 ms [2022-04-01 08:19:52 main:574] : INFO : Epoch 1680 | loss: 0.0311243 | val_loss: 0.0311768 | Time: 1767.26 ms [2022-04-01 08:19:53 main:574] : INFO : Epoch 1681 | loss: 0.0311248 | val_loss: 0.0311803 | Time: 1773.74 ms [2022-04-01 08:19:55 main:574] : INFO : Epoch 1682 | loss: 0.031122 | val_loss: 0.0311734 | Time: 1759.83 ms [2022-04-01 08:19:57 main:574] : INFO : Epoch 1683 | loss: 0.0311199 | val_loss: 0.0311792 | Time: 1766.6 ms [2022-04-01 08:19:59 main:574] : INFO : Epoch 1684 | loss: 0.0311195 | val_loss: 0.031176 | Time: 1753.33 ms [2022-04-01 08:20:00 main:574] : INFO : Epoch 1685 | loss: 0.0311215 | val_loss: 0.0311743 | Time: 1797.27 ms [2022-04-01 08:20:02 main:574] : INFO : Epoch 1686 | loss: 0.0311202 | val_loss: 0.0311668 | Time: 1762.5 ms [2022-04-01 08:20:04 main:574] : INFO : Epoch 1687 | loss: 0.0311229 | val_loss: 0.031165 | Time: 1781.33 ms [2022-04-01 08:20:06 main:574] : INFO : Epoch 1688 | loss: 0.0311192 | val_loss: 0.0311745 | Time: 1765.06 ms [2022-04-01 08:20:08 main:574] : INFO : Epoch 1689 | loss: 0.0311181 | val_loss: 0.0311703 | Time: 1769.48 ms [2022-04-01 08:20:09 main:574] : INFO : Epoch 1690 | loss: 0.0311142 | val_loss: 0.031169 | Time: 1762.06 ms [2022-04-01 08:20:11 main:574] : INFO : Epoch 1691 | loss: 0.0311109 | val_loss: 0.0311783 | Time: 1774.68 ms [2022-04-01 08:20:13 main:574] : INFO : Epoch 1692 | loss: 0.0311128 | val_loss: 0.0311675 | Time: 1769.87 ms [2022-04-01 08:20:15 main:574] : INFO : Epoch 1693 | loss: 0.0311103 | val_loss: 0.0311693 | Time: 1769.71 ms [2022-04-01 08:20:16 main:574] : INFO : Epoch 1694 | loss: 0.0311085 | val_loss: 0.0311669 | Time: 1782.86 ms [2022-04-01 08:20:18 main:574] : INFO : Epoch 1695 | loss: 0.0311106 | val_loss: 0.0311652 | Time: 1779.59 ms [2022-04-01 08:20:20 main:574] : INFO : Epoch 1696 | loss: 0.0311119 | val_loss: 0.0311747 | Time: 1775.16 ms [2022-04-01 08:20:22 main:574] : INFO : Epoch 1697 | loss: 0.0311103 | val_loss: 0.0311716 | Time: 1762.1 ms [2022-04-01 08:20:24 main:574] : INFO : Epoch 1698 | loss: 0.031108 | val_loss: 0.0311709 | Time: 1776.7 ms [2022-04-01 08:20:25 main:574] : INFO : Epoch 1699 | loss: 0.0311075 | val_loss: 0.0311677 | Time: 1773.53 ms [2022-04-01 08:20:27 main:574] : INFO : Epoch 1700 | loss: 0.0311056 | val_loss: 0.0311773 | Time: 1774.7 ms [2022-04-01 08:20:29 main:574] : INFO : Epoch 1701 | loss: 0.0311094 | val_loss: 0.0311707 | Time: 1778.47 ms [2022-04-01 08:20:31 main:574] : INFO : Epoch 1702 | loss: 0.0311063 | val_loss: 0.0311711 | Time: 1769.89 ms [2022-04-01 08:20:33 main:574] : INFO : Epoch 1703 | loss: 0.0311069 | val_loss: 0.0311781 | Time: 1769.32 ms [2022-04-01 08:20:34 main:574] : INFO : Epoch 1704 | loss: 0.0311062 | val_loss: 0.0311631 | Time: 1765.18 ms [2022-04-01 08:20:36 main:574] : INFO : Epoch 1705 | loss: 0.0311048 | val_loss: 0.0311684 | Time: 1765.29 ms [2022-04-01 08:20:38 main:574] : INFO : Epoch 1706 | loss: 0.0311043 | val_loss: 0.0311757 | Time: 1765.27 ms [2022-04-01 08:20:40 main:574] : INFO : Epoch 1707 | loss: 0.0311105 | val_loss: 0.0311664 | Time: 1771.93 ms [2022-04-01 08:20:41 main:574] : INFO : Epoch 1708 | loss: 0.0311074 | val_loss: 0.0311727 | Time: 1765.61 ms [2022-04-01 08:20:43 main:574] : INFO : Epoch 1709 | loss: 0.0311081 | val_loss: 0.0311809 | Time: 1767.54 ms [2022-04-01 08:20:45 main:574] : INFO : Epoch 1710 | loss: 0.0311081 | val_loss: 0.0311698 | Time: 1774.23 ms [2022-04-01 08:20:47 main:574] : INFO : Epoch 1711 | loss: 0.0311061 | val_loss: 0.0311751 | Time: 1781.96 ms [2022-04-01 08:20:49 main:574] : INFO : Epoch 1712 | loss: 0.0311084 | val_loss: 0.0311723 | Time: 1765.29 ms [2022-04-01 08:20:50 main:574] : INFO : Epoch 1713 | loss: 0.0311059 | val_loss: 0.0311749 | Time: 1764.62 ms [2022-04-01 08:20:52 main:574] : INFO : Epoch 1714 | loss: 0.0311061 | val_loss: 0.0311712 | Time: 1775.56 ms [2022-04-01 08:20:54 main:574] : INFO : Epoch 1715 | loss: 0.0311174 | val_loss: 0.031163 | Time: 1764.82 ms [2022-04-01 08:20:56 main:574] : INFO : Epoch 1716 | loss: 0.0311144 | val_loss: 0.0311612 | Time: 1760.82 ms [2022-04-01 08:20:57 main:574] : INFO : Epoch 1717 | loss: 0.0311105 | val_loss: 0.0311706 | Time: 1760.53 ms [2022-04-01 08:20:59 main:574] : INFO : Epoch 1718 | loss: 0.0311052 | val_loss: 0.0311695 | Time: 1764.49 ms [2022-04-01 08:21:01 main:574] : INFO : Epoch 1719 | loss: 0.0311076 | val_loss: 0.0311782 | Time: 1765.38 ms [2022-04-01 08:21:03 main:574] : INFO : Epoch 1720 | loss: 0.0311052 | val_loss: 0.0311689 | Time: 1771.68 ms [2022-04-01 08:21:05 main:574] : INFO : Epoch 1721 | loss: 0.0311083 | val_loss: 0.0311714 | Time: 1772.7 ms [2022-04-01 08:21:06 main:574] : INFO : Epoch 1722 | loss: 0.0311071 | val_loss: 0.0311671 | Time: 1768.57 ms [2022-04-01 08:21:08 main:574] : INFO : Epoch 1723 | loss: 0.0311044 | val_loss: 0.0311739 | Time: 1769.3 ms [2022-04-01 08:21:10 main:574] : INFO : Epoch 1724 | loss: 0.0311038 | val_loss: 0.0311626 | Time: 1769.15 ms [2022-04-01 08:21:12 main:574] : INFO : Epoch 1725 | loss: 0.0311048 | val_loss: 0.0311637 | Time: 1770.09 ms [2022-04-01 08:21:14 main:574] : INFO : Epoch 1726 | loss: 0.0311054 | val_loss: 0.0311785 | Time: 1767.99 ms [2022-04-01 08:21:15 main:574] : INFO : Epoch 1727 | loss: 0.031107 | val_loss: 0.0311642 | Time: 1765.6 ms [2022-04-01 08:21:17 main:574] : INFO : Epoch 1728 | loss: 0.0311092 | val_loss: 0.0311655 | Time: 1765.23 ms [2022-04-01 08:21:19 main:574] : INFO : Epoch 1729 | loss: 0.0311184 | val_loss: 0.0311683 | Time: 1765.52 ms [2022-04-01 08:21:21 main:574] : INFO : Epoch 1730 | loss: 0.0311116 | val_loss: 0.0311746 | Time: 1778.84 ms [2022-04-01 08:21:22 main:574] : INFO : Epoch 1731 | loss: 0.0311095 | val_loss: 0.0311626 | Time: 1774.94 ms [2022-04-01 08:21:24 main:574] : INFO : Epoch 1732 | loss: 0.0311102 | val_loss: 0.0311701 | Time: 1779.89 ms [2022-04-01 08:21:26 main:574] : INFO : Epoch 1733 | loss: 0.0311068 | val_loss: 0.0311744 | Time: 1763.98 ms [2022-04-01 08:21:28 main:574] : INFO : Epoch 1734 | loss: 0.03111 | val_loss: 0.0311742 | Time: 1780.65 ms [2022-04-01 08:21:30 main:574] : INFO : Epoch 1735 | loss: 0.0311171 | val_loss: 0.0311638 | Time: 1755.7 ms [2022-04-01 08:21:31 main:574] : INFO : Epoch 1736 | loss: 0.0311179 | val_loss: 0.0311705 | Time: 1776.93 ms [2022-04-01 08:21:33 main:574] : INFO : Epoch 1737 | loss: 0.0311193 | val_loss: 0.0311666 | Time: 1757.98 ms [2022-04-01 08:21:35 main:574] : INFO : Epoch 1738 | loss: 0.031113 | val_loss: 0.0311642 | Time: 1777.79 ms [2022-04-01 08:21:37 main:574] : INFO : Epoch 1739 | loss: 0.0311119 | val_loss: 0.0311623 | Time: 1773.28 ms [2022-04-01 08:21:38 main:574] : INFO : Epoch 1740 | loss: 0.0311124 | val_loss: 0.0311694 | Time: 1762.49 ms [2022-04-01 08:21:40 main:574] : INFO : Epoch 1741 | loss: 0.0311103 | val_loss: 0.0311649 | Time: 1756.31 ms [2022-04-01 08:21:42 main:574] : INFO : Epoch 1742 | loss: 0.0311068 | val_loss: 0.0311694 | Time: 1761.67 ms [2022-04-01 08:21:44 main:574] : INFO : Epoch 1743 | loss: 0.0311069 | val_loss: 0.0311649 | Time: 1772.6 ms [2022-04-01 08:21:46 main:574] : INFO : Epoch 1744 | loss: 0.0311082 | val_loss: 0.031168 | Time: 1779.35 ms [2022-04-01 08:21:47 main:574] : INFO : Epoch 1745 | loss: 0.0311092 | val_loss: 0.0311767 | Time: 1761.73 ms [2022-04-01 08:21:49 main:574] : INFO : Epoch 1746 | loss: 0.0311061 | val_loss: 0.0311704 | Time: 1765.5 ms [2022-04-01 08:21:51 main:574] : INFO : Epoch 1747 | loss: 0.0311075 | val_loss: 0.0311743 | Time: 1774.46 ms [2022-04-01 08:21:53 main:574] : INFO : Epoch 1748 | loss: 0.0311054 | val_loss: 0.0311699 | Time: 1779.1 ms [2022-04-01 08:21:55 main:574] : INFO : Epoch 1749 | loss: 0.0311135 | val_loss: 0.0311692 | Time: 1777.27 ms [2022-04-01 08:21:56 main:574] : INFO : Epoch 1750 | loss: 0.03111 | val_loss: 0.0311733 | Time: 1765.9 ms [2022-04-01 08:21:58 main:574] : INFO : Epoch 1751 | loss: 0.0311082 | val_loss: 0.0311719 | Time: 1763.02 ms [2022-04-01 08:22:00 main:574] : INFO : Epoch 1752 | loss: 0.0311078 | val_loss: 0.0311727 | Time: 1760.38 ms [2022-04-01 08:22:02 main:574] : INFO : Epoch 1753 | loss: 0.0311064 | val_loss: 0.0311745 | Time: 1778.84 ms [2022-04-01 08:22:03 main:574] : INFO : Epoch 1754 | loss: 0.0311036 | val_loss: 0.0311794 | Time: 1769.44 ms [2022-04-01 08:22:05 main:574] : INFO : Epoch 1755 | loss: 0.0311062 | val_loss: 0.0311787 | Time: 1769.6 ms [2022-04-01 08:22:07 main:574] : INFO : Epoch 1756 | loss: 0.0311082 | val_loss: 0.031171 | Time: 1761.81 ms [2022-04-01 08:22:09 main:574] : INFO : Epoch 1757 | loss: 0.0311072 | val_loss: 0.03117 | Time: 1756.35 ms [2022-04-01 08:22:11 main:574] : INFO : Epoch 1758 | loss: 0.0311094 | val_loss: 0.0311849 | Time: 1771.33 ms [2022-04-01 08:22:12 main:574] : INFO : Epoch 1759 | loss: 0.0311091 | val_loss: 0.0311754 | Time: 1764.49 ms [2022-04-01 08:22:14 main:574] : INFO : Epoch 1760 | loss: 0.0311101 | val_loss: 0.0311693 | Time: 1762.17 ms [2022-04-01 08:22:16 main:574] : INFO : Epoch 1761 | loss: 0.0311113 | val_loss: 0.0311718 | Time: 1770.11 ms [2022-04-01 08:22:18 main:574] : INFO : Epoch 1762 | loss: 0.0311108 | val_loss: 0.0311707 | Time: 1773.17 ms [2022-04-01 08:22:19 main:574] : INFO : Epoch 1763 | loss: 0.03111 | val_loss: 0.0311864 | Time: 1761.18 ms [2022-04-01 08:22:21 main:574] : INFO : Epoch 1764 | loss: 0.0311065 | val_loss: 0.0311699 | Time: 1763.66 ms [2022-04-01 08:22:23 main:574] : INFO : Epoch 1765 | loss: 0.0311046 | val_loss: 0.0311724 | Time: 1764.47 ms [2022-04-01 08:22:25 main:574] : INFO : Epoch 1766 | loss: 0.0311019 | val_loss: 0.0311736 | Time: 1761.42 ms [2022-04-01 08:22:27 main:574] : INFO : Epoch 1767 | loss: 0.0311003 | val_loss: 0.0311771 | Time: 1764.24 ms [2022-04-01 08:22:28 main:574] : INFO : Epoch 1768 | loss: 0.0311012 | val_loss: 0.0311802 | Time: 1759.36 ms [2022-04-01 08:22:30 main:574] : INFO : Epoch 1769 | loss: 0.0311016 | val_loss: 0.0311706 | Time: 1762.63 ms [2022-04-01 08:22:32 main:574] : INFO : Epoch 1770 | loss: 0.0311052 | val_loss: 0.0311723 | Time: 1775.41 ms [2022-04-01 08:22:34 main:574] : INFO : Epoch 1771 | loss: 0.0311076 | val_loss: 0.0311736 | Time: 1766.38 ms [2022-04-01 08:22:35 main:574] : INFO : Epoch 1772 | loss: 0.0311084 | val_loss: 0.0311693 | Time: 1762.72 ms [2022-04-01 08:22:37 main:574] : INFO : Epoch 1773 | loss: 0.0311141 | val_loss: 0.0311758 | Time: 1755.93 ms [2022-04-01 08:22:39 main:574] : INFO : Epoch 1774 | loss: 0.0311128 | val_loss: 0.0311643 | Time: 1763.54 ms [2022-04-01 08:22:41 main:574] : INFO : Epoch 1775 | loss: 0.0311106 | val_loss: 0.0311663 | Time: 1761.89 ms [2022-04-01 08:22:43 main:574] : INFO : Epoch 1776 | loss: 0.0311095 | val_loss: 0.0311643 | Time: 1767.49 ms [2022-04-01 08:22:44 main:574] : INFO : Epoch 1777 | loss: 0.0311099 | val_loss: 0.0311698 | Time: 1766.37 ms [2022-04-01 08:22:46 main:574] : INFO : Epoch 1778 | loss: 0.0311122 | val_loss: 0.0311655 | Time: 1759.67 ms [2022-04-01 08:22:48 main:574] : INFO : Epoch 1779 | loss: 0.0311086 | val_loss: 0.0311628 | Time: 1761.6 ms [2022-04-01 08:22:50 main:574] : INFO : Epoch 1780 | loss: 0.0311069 | val_loss: 0.03116 | Time: 1758.51 ms [2022-04-01 08:22:51 main:574] : INFO : Epoch 1781 | loss: 0.0311047 | val_loss: 0.0311685 | Time: 1764.16 ms [2022-04-01 08:22:53 main:574] : INFO : Epoch 1782 | loss: 0.0311128 | val_loss: 0.0311711 | Time: 1766.82 ms [2022-04-01 08:22:55 main:574] : INFO : Epoch 1783 | loss: 0.0311129 | val_loss: 0.0311643 | Time: 1761.95 ms [2022-04-01 08:22:57 main:574] : INFO : Epoch 1784 | loss: 0.0311114 | val_loss: 0.0311642 | Time: 1760.03 ms [2022-04-01 08:22:59 main:574] : INFO : Epoch 1785 | loss: 0.0311084 | val_loss: 0.0311616 | Time: 1772.05 ms [2022-04-01 08:23:00 main:574] : INFO : Epoch 1786 | loss: 0.0311064 | val_loss: 0.0311633 | Time: 1763.45 ms [2022-04-01 08:23:02 main:574] : INFO : Epoch 1787 | loss: 0.0311072 | val_loss: 0.0311673 | Time: 1766.19 ms [2022-04-01 08:23:04 main:574] : INFO : Epoch 1788 | loss: 0.0311093 | val_loss: 0.0311721 | Time: 1765.68 ms [2022-04-01 08:23:06 main:574] : INFO : Epoch 1789 | loss: 0.0311086 | val_loss: 0.0311673 | Time: 1757.85 ms [2022-04-01 08:23:07 main:574] : INFO : Epoch 1790 | loss: 0.0311122 | val_loss: 0.0311655 | Time: 1758.87 ms [2022-04-01 08:23:09 main:574] : INFO : Epoch 1791 | loss: 0.0311097 | val_loss: 0.0311708 | Time: 1756.33 ms [2022-04-01 08:23:11 main:574] : INFO : Epoch 1792 | loss: 0.0311073 | val_loss: 0.0311741 | Time: 1771.25 ms [2022-04-01 08:23:13 main:574] : INFO : Epoch 1793 | loss: 0.0311085 | val_loss: 0.0311694 | Time: 1770.18 ms [2022-04-01 08:23:15 main:574] : INFO : Epoch 1794 | loss: 0.0311106 | val_loss: 0.0311675 | Time: 1759.5 ms [2022-04-01 08:23:16 main:574] : INFO : Epoch 1795 | loss: 0.0311091 | val_loss: 0.0311647 | Time: 1756.76 ms [2022-04-01 08:23:18 main:574] : INFO : Epoch 1796 | loss: 0.0311083 | val_loss: 0.0311708 | Time: 1765.36 ms [2022-04-01 08:23:20 main:574] : INFO : Epoch 1797 | loss: 0.031112 | val_loss: 0.0311651 | Time: 1760.37 ms [2022-04-01 08:23:22 main:574] : INFO : Epoch 1798 | loss: 0.031109 | val_loss: 0.0311691 | Time: 1763.11 ms [2022-04-01 08:23:23 main:574] : INFO : Epoch 1799 | loss: 0.0311063 | val_loss: 0.0311664 | Time: 1762.82 ms [2022-04-01 08:23:25 main:574] : INFO : Epoch 1800 | loss: 0.0311023 | val_loss: 0.0311695 | Time: 1761.52 ms [2022-04-01 08:23:27 main:574] : INFO : Epoch 1801 | loss: 0.0311033 | val_loss: 0.0311659 | Time: 1774.04 ms [2022-04-01 08:23:29 main:574] : INFO : Epoch 1802 | loss: 0.031105 | val_loss: 0.0311619 | Time: 1784.02 ms [2022-04-01 08:23:31 main:574] : INFO : Epoch 1803 | loss: 0.0311002 | val_loss: 0.0311697 | Time: 1758.43 ms [2022-04-01 08:23:32 main:574] : INFO : Epoch 1804 | loss: 0.0311001 | val_loss: 0.0311748 | Time: 1766.14 ms [2022-04-01 08:23:34 main:574] : INFO : Epoch 1805 | loss: 0.0311031 | val_loss: 0.0311617 | Time: 1765.92 ms [2022-04-01 08:23:36 main:574] : INFO : Epoch 1806 | loss: 0.0310995 | val_loss: 0.031172 | Time: 1770.45 ms [2022-04-01 08:23:38 main:574] : INFO : Epoch 1807 | loss: 0.0311032 | val_loss: 0.0311707 | Time: 1765.23 ms [2022-04-01 08:23:39 main:574] : INFO : Epoch 1808 | loss: 0.0311044 | val_loss: 0.0311687 | Time: 1769.66 ms [2022-04-01 08:23:41 main:574] : INFO : Epoch 1809 | loss: 0.0311038 | val_loss: 0.0311682 | Time: 1769.26 ms [2022-04-01 08:23:43 main:574] : INFO : Epoch 1810 | loss: 0.031106 | val_loss: 0.031167 | Time: 1773.65 ms [2022-04-01 08:23:45 main:574] : INFO : Epoch 1811 | loss: 0.0311076 | val_loss: 0.0311636 | Time: 1763.07 ms [2022-04-01 08:23:47 main:574] : INFO : Epoch 1812 | loss: 0.0311044 | val_loss: 0.0311662 | Time: 1775.77 ms [2022-04-01 08:23:48 main:574] : INFO : Epoch 1813 | loss: 0.0311034 | val_loss: 0.0311679 | Time: 1769.68 ms [2022-04-01 08:23:50 main:574] : INFO : Epoch 1814 | loss: 0.0311025 | val_loss: 0.0311649 | Time: 1767.56 ms [2022-04-01 08:23:52 main:574] : INFO : Epoch 1815 | loss: 0.0310991 | val_loss: 0.0311653 | Time: 1762.38 ms [2022-04-01 08:23:54 main:574] : INFO : Epoch 1816 | loss: 0.0311002 | val_loss: 0.0311693 | Time: 1760.76 ms [2022-04-01 08:23:55 main:574] : INFO : Epoch 1817 | loss: 0.0310993 | val_loss: 0.0311691 | Time: 1767.15 ms [2022-04-01 08:23:57 main:574] : INFO : Epoch 1818 | loss: 0.0311 | val_loss: 0.0311651 | Time: 1764.82 ms [2022-04-01 08:23:59 main:574] : INFO : Epoch 1819 | loss: 0.0311009 | val_loss: 0.0311681 | Time: 1769.69 ms [2022-04-01 08:24:01 main:574] : INFO : Epoch 1820 | loss: 0.0310993 | val_loss: 0.0311638 | Time: 1758.25 ms [2022-04-01 08:24:03 main:574] : INFO : Epoch 1821 | loss: 0.0311008 | val_loss: 0.0311675 | Time: 1761.52 ms [2022-04-01 08:24:04 main:574] : INFO : Epoch 1822 | loss: 0.0310981 | val_loss: 0.031166 | Time: 1764.31 ms [2022-04-01 08:24:06 main:574] : INFO : Epoch 1823 | loss: 0.031098 | val_loss: 0.0311646 | Time: 1768.06 ms [2022-04-01 08:24:08 main:574] : INFO : Epoch 1824 | loss: 0.0310992 | val_loss: 0.0311702 | Time: 1769.44 ms [2022-04-01 08:24:10 main:574] : INFO : Epoch 1825 | loss: 0.0311006 | val_loss: 0.031174 | Time: 1770.27 ms [2022-04-01 08:24:11 main:574] : INFO : Epoch 1826 | loss: 0.0310997 | val_loss: 0.0311622 | Time: 1766.93 ms [2022-04-01 08:24:13 main:574] : INFO : Epoch 1827 | loss: 0.0311005 | val_loss: 0.0311744 | Time: 1769.69 ms [2022-04-01 08:24:15 main:574] : INFO : Epoch 1828 | loss: 0.0310987 | val_loss: 0.0311645 | Time: 1772.87 ms [2022-04-01 08:24:17 main:574] : INFO : Epoch 1829 | loss: 0.0310965 | val_loss: 0.0311652 | Time: 1763.16 ms [2022-04-01 08:24:19 main:574] : INFO : Epoch 1830 | loss: 0.0311008 | val_loss: 0.031167 | Time: 1766.91 ms [2022-04-01 08:24:20 main:574] : INFO : Epoch 1831 | loss: 0.0311053 | val_loss: 0.0311622 | Time: 1770.1 ms [2022-04-01 08:24:22 main:574] : INFO : Epoch 1832 | loss: 0.0311112 | val_loss: 0.0311752 | Time: 1768.46 ms [2022-04-01 08:24:24 main:574] : INFO : Epoch 1833 | loss: 0.0311081 | val_loss: 0.0311685 | Time: 1770.54 ms [2022-04-01 08:24:26 main:574] : INFO : Epoch 1834 | loss: 0.0311107 | val_loss: 0.0311734 | Time: 1765.85 ms [2022-04-01 08:24:27 main:574] : INFO : Epoch 1835 | loss: 0.0311253 | val_loss: 0.031167 | Time: 1763.18 ms [2022-04-01 08:24:29 main:574] : INFO : Epoch 1836 | loss: 0.0311219 | val_loss: 0.0311626 | Time: 1765.11 ms [2022-04-01 08:24:31 main:574] : INFO : Epoch 1837 | loss: 0.0311177 | val_loss: 0.0311649 | Time: 1756.47 ms [2022-04-01 08:24:33 main:574] : INFO : Epoch 1838 | loss: 0.0311114 | val_loss: 0.0311627 | Time: 1762.08 ms [2022-04-01 08:24:35 main:574] : INFO : Epoch 1839 | loss: 0.0311119 | val_loss: 0.0311708 | Time: 1771.71 ms [2022-04-01 08:24:36 main:574] : INFO : Epoch 1840 | loss: 0.0311118 | val_loss: 0.0311675 | Time: 1776.59 ms [2022-04-01 08:24:38 main:574] : INFO : Epoch 1841 | loss: 0.0311092 | val_loss: 0.0311651 | Time: 1770.97 ms [2022-04-01 08:24:40 main:574] : INFO : Epoch 1842 | loss: 0.0311077 | val_loss: 0.0311721 | Time: 1767.65 ms [2022-04-01 08:24:42 main:574] : INFO : Epoch 1843 | loss: 0.031104 | val_loss: 0.0311789 | Time: 1766.14 ms [2022-04-01 08:24:44 main:574] : INFO : Epoch 1844 | loss: 0.0311044 | val_loss: 0.0311647 | Time: 1768.08 ms [2022-04-01 08:24:45 main:574] : INFO : Epoch 1845 | loss: 0.0311026 | val_loss: 0.0311777 | Time: 1760.3 ms [2022-04-01 08:24:47 main:574] : INFO : Epoch 1846 | loss: 0.0311039 | val_loss: 0.0311854 | Time: 1768.72 ms [2022-04-01 08:24:49 main:574] : INFO : Epoch 1847 | loss: 0.0311036 | val_loss: 0.0311758 | Time: 1763.95 ms [2022-04-01 08:24:51 main:574] : INFO : Epoch 1848 | loss: 0.0311046 | val_loss: 0.0311846 | Time: 1769.25 ms [2022-04-01 08:24:52 main:574] : INFO : Epoch 1849 | loss: 0.0310986 | val_loss: 0.0311739 | Time: 1766.39 ms [2022-04-01 08:24:54 main:574] : INFO : Epoch 1850 | loss: 0.0311002 | val_loss: 0.031214 | Time: 1767.46 ms [2022-04-01 08:24:56 main:574] : INFO : Epoch 1851 | loss: 0.0310995 | val_loss: 0.0311737 | Time: 1773.03 ms [2022-04-01 08:24:58 main:574] : INFO : Epoch 1852 | loss: 0.0310977 | val_loss: 0.0311705 | Time: 1769.02 ms [2022-04-01 08:25:00 main:574] : INFO : Epoch 1853 | loss: 0.0310996 | val_loss: 0.0311752 | Time: 1764.96 ms [2022-04-01 08:25:01 main:574] : INFO : Epoch 1854 | loss: 0.0311057 | val_loss: 0.0311736 | Time: 1767.81 ms [2022-04-01 08:25:03 main:574] : INFO : Epoch 1855 | loss: 0.0311065 | val_loss: 0.0311656 | Time: 1758.95 ms [2022-04-01 08:25:05 main:574] : INFO : Epoch 1856 | loss: 0.0311133 | val_loss: 0.031169 | Time: 1760.78 ms [2022-04-01 08:25:07 main:574] : INFO : Epoch 1857 | loss: 0.0311101 | val_loss: 0.031169 | Time: 1765.89 ms [2022-04-01 08:25:08 main:574] : INFO : Epoch 1858 | loss: 0.0311089 | val_loss: 0.0311621 | Time: 1766.03 ms [2022-04-01 08:25:10 main:574] : INFO : Epoch 1859 | loss: 0.0311089 | val_loss: 0.031166 | Time: 1763.77 ms [2022-04-01 08:25:12 main:574] : INFO : Epoch 1860 | loss: 0.0311051 | val_loss: 0.031168 | Time: 1766.6 ms [2022-04-01 08:25:14 main:574] : INFO : Epoch 1861 | loss: 0.0311053 | val_loss: 0.0311635 | Time: 1758.54 ms [2022-04-01 08:25:16 main:574] : INFO : Epoch 1862 | loss: 0.0311028 | val_loss: 0.0311793 | Time: 1765.28 ms [2022-04-01 08:25:17 main:574] : INFO : Epoch 1863 | loss: 0.0311003 | val_loss: 0.0311642 | Time: 1764.63 ms [2022-04-01 08:25:19 main:574] : INFO : Epoch 1864 | loss: 0.0311031 | val_loss: 0.0311666 | Time: 1766.24 ms [2022-04-01 08:25:21 main:574] : INFO : Epoch 1865 | loss: 0.0311037 | val_loss: 0.0311713 | Time: 1758.27 ms [2022-04-01 08:25:23 main:574] : INFO : Epoch 1866 | loss: 0.0311034 | val_loss: 0.0311671 | Time: 1764.65 ms [2022-04-01 08:25:24 main:574] : INFO : Epoch 1867 | loss: 0.0311059 | val_loss: 0.0311715 | Time: 1764.21 ms [2022-04-01 08:25:26 main:574] : INFO : Epoch 1868 | loss: 0.0311037 | val_loss: 0.0311651 | Time: 1765.18 ms [2022-04-01 08:25:28 main:574] : INFO : Epoch 1869 | loss: 0.0311034 | val_loss: 0.0311697 | Time: 1764.44 ms [2022-04-01 08:25:30 main:574] : INFO : Epoch 1870 | loss: 0.0311028 | val_loss: 0.0311708 | Time: 1762.22 ms [2022-04-01 08:25:32 main:574] : INFO : Epoch 1871 | loss: 0.0311043 | val_loss: 0.0311723 | Time: 1761.23 ms [2022-04-01 08:25:33 main:574] : INFO : Epoch 1872 | loss: 0.031102 | val_loss: 0.0311969 | Time: 1767.73 ms [2022-04-01 08:25:35 main:574] : INFO : Epoch 1873 | loss: 0.0311059 | val_loss: 0.0311691 | Time: 1760.15 ms [2022-04-01 08:25:37 main:574] : INFO : Epoch 1874 | loss: 0.0311035 | val_loss: 0.0311851 | Time: 1766.21 ms [2022-04-01 08:25:39 main:574] : INFO : Epoch 1875 | loss: 0.031104 | val_loss: 0.0311721 | Time: 1763.91 ms [2022-04-01 08:25:40 main:574] : INFO : Epoch 1876 | loss: 0.0310996 | val_loss: 0.0311707 | Time: 1763.79 ms [2022-04-01 08:25:42 main:574] : INFO : Epoch 1877 | loss: 0.0311005 | val_loss: 0.031167 | Time: 1762.02 ms [2022-04-01 08:25:44 main:574] : INFO : Epoch 1878 | loss: 0.0310973 | val_loss: 0.0311729 | Time: 1765.62 ms [2022-04-01 08:25:46 main:574] : INFO : Epoch 1879 | loss: 0.0311055 | val_loss: 0.0311685 | Time: 1757.94 ms [2022-04-01 08:25:48 main:574] : INFO : Epoch 1880 | loss: 0.0311096 | val_loss: 0.0311692 | Time: 1758.96 ms [2022-04-01 08:25:49 main:574] : INFO : Epoch 1881 | loss: 0.031112 | val_loss: 0.0311734 | Time: 1762.18 ms [2022-04-01 08:25:51 main:574] : INFO : Epoch 1882 | loss: 0.031112 | val_loss: 0.0311736 | Time: 1769.46 ms [2022-04-01 08:25:53 main:574] : INFO : Epoch 1883 | loss: 0.0311103 | val_loss: 0.0311827 | Time: 1762.23 ms [2022-04-01 08:25:55 main:574] : INFO : Epoch 1884 | loss: 0.031106 | val_loss: 0.0311673 | Time: 1771.1 ms [2022-04-01 08:25:56 main:574] : INFO : Epoch 1885 | loss: 0.0311028 | val_loss: 0.0311654 | Time: 1762.78 ms [2022-04-01 08:25:58 main:574] : INFO : Epoch 1886 | loss: 0.0311003 | val_loss: 0.0311728 | Time: 1772.04 ms [2022-04-01 08:26:00 main:574] : INFO : Epoch 1887 | loss: 0.031099 | val_loss: 0.0311752 | Time: 1755.63 ms [2022-04-01 08:26:02 main:574] : INFO : Epoch 1888 | loss: 0.0310979 | val_loss: 0.0311741 | Time: 1759.94 ms [2022-04-01 08:26:04 main:574] : INFO : Epoch 1889 | loss: 0.0311026 | val_loss: 0.0311668 | Time: 1761.14 ms [2022-04-01 08:26:05 main:574] : INFO : Epoch 1890 | loss: 0.0311004 | val_loss: 0.0312109 | Time: 1759.88 ms [2022-04-01 08:26:07 main:574] : INFO : Epoch 1891 | loss: 0.0310964 | val_loss: 0.0311648 | Time: 1761.19 ms [2022-04-01 08:26:09 main:574] : INFO : Epoch 1892 | loss: 0.0310942 | val_loss: 0.0312114 | Time: 1764.46 ms [2022-04-01 08:26:11 main:574] : INFO : Epoch 1893 | loss: 0.0310987 | val_loss: 0.0311938 | Time: 1758.56 ms [2022-04-01 08:26:12 main:574] : INFO : Epoch 1894 | loss: 0.0311062 | val_loss: 0.0311771 | Time: 1771.39 ms [2022-04-01 08:26:14 main:574] : INFO : Epoch 1895 | loss: 0.0311154 | val_loss: 0.031168 | Time: 1761.57 ms [2022-04-01 08:26:16 main:574] : INFO : Epoch 1896 | loss: 0.0311113 | val_loss: 0.0311655 | Time: 1758.94 ms [2022-04-01 08:26:18 main:574] : INFO : Epoch 1897 | loss: 0.0311103 | val_loss: 0.0311689 | Time: 1765.66 ms [2022-04-01 08:26:20 main:574] : INFO : Epoch 1898 | loss: 0.031107 | val_loss: 0.0311679 | Time: 1768.05 ms [2022-04-01 08:26:21 main:574] : INFO : Epoch 1899 | loss: 0.0311058 | val_loss: 0.0311675 | Time: 1769.34 ms [2022-04-01 08:26:23 main:574] : INFO : Epoch 1900 | loss: 0.0311075 | val_loss: 0.0311645 | Time: 1763.83 ms [2022-04-01 08:26:25 main:574] : INFO : Epoch 1901 | loss: 0.0311076 | val_loss: 0.0311582 | Time: 1769.38 ms [2022-04-01 08:26:27 main:574] : INFO : Epoch 1902 | loss: 0.0311058 | val_loss: 0.0311707 | Time: 1761.79 ms [2022-04-01 08:26:28 main:574] : INFO : Epoch 1903 | loss: 0.0311082 | val_loss: 0.0311737 | Time: 1770.5 ms [2022-04-01 08:26:30 main:574] : INFO : Epoch 1904 | loss: 0.0311084 | val_loss: 0.031161 | Time: 1759.37 ms [2022-04-01 08:26:32 main:574] : INFO : Epoch 1905 | loss: 0.0311061 | val_loss: 0.0311648 | Time: 1767.27 ms [2022-04-01 08:26:34 main:574] : INFO : Epoch 1906 | loss: 0.0311055 | val_loss: 0.031166 | Time: 1771.36 ms [2022-04-01 08:26:36 main:574] : INFO : Epoch 1907 | loss: 0.0311043 | val_loss: 0.0311617 | Time: 1766.89 ms [2022-04-01 08:26:37 main:574] : INFO : Epoch 1908 | loss: 0.0311047 | val_loss: 0.0311637 | Time: 1765.32 ms [2022-04-01 08:26:39 main:574] : INFO : Epoch 1909 | loss: 0.0311042 | val_loss: 0.0311685 | Time: 1760.57 ms [2022-04-01 08:26:41 main:574] : INFO : Epoch 1910 | loss: 0.0311017 | val_loss: 0.0311672 | Time: 1771.74 ms [2022-04-01 08:26:43 main:574] : INFO : Epoch 1911 | loss: 0.0311029 | val_loss: 0.031172 | Time: 1762.07 ms [2022-04-01 08:26:44 main:574] : INFO : Epoch 1912 | loss: 0.0311039 | val_loss: 0.0311748 | Time: 1766.93 ms [2022-04-01 08:26:46 main:574] : INFO : Epoch 1913 | loss: 0.0311057 | val_loss: 0.0311635 | Time: 1760.23 ms [2022-04-01 08:26:48 main:574] : INFO : Epoch 1914 | loss: 0.0311041 | val_loss: 0.0311679 | Time: 1765.13 ms [2022-04-01 08:26:50 main:574] : INFO : Epoch 1915 | loss: 0.0311046 | val_loss: 0.0311811 | Time: 1763.37 ms [2022-04-01 08:26:52 main:574] : INFO : Epoch 1916 | loss: 0.0311066 | val_loss: 0.0311734 | Time: 1767.97 ms [2022-04-01 08:26:53 main:574] : INFO : Epoch 1917 | loss: 0.0311024 | val_loss: 0.0311719 | Time: 1769.98 ms [2022-04-01 08:26:55 main:574] : INFO : Epoch 1918 | loss: 0.0311018 | val_loss: 0.0311733 | Time: 1763.28 ms [2022-04-01 08:26:57 main:574] : INFO : Epoch 1919 | loss: 0.0311032 | val_loss: 0.0311717 | Time: 1765.68 ms [2022-04-01 08:26:59 main:574] : INFO : Epoch 1920 | loss: 0.0311062 | val_loss: 0.0311671 | Time: 1763.31 ms [2022-04-01 08:27:00 main:574] : INFO : Epoch 1921 | loss: 0.0311063 | val_loss: 0.0311713 | Time: 1766.64 ms [2022-04-01 08:27:02 main:574] : INFO : Epoch 1922 | loss: 0.0311045 | val_loss: 0.031176 | Time: 1762.54 ms [2022-04-01 08:27:04 main:574] : INFO : Epoch 1923 | loss: 0.0311025 | val_loss: 0.0311722 | Time: 1762.47 ms [2022-04-01 08:27:06 main:574] : INFO : Epoch 1924 | loss: 0.0311004 | val_loss: 0.0311781 | Time: 1762.21 ms [2022-04-01 08:27:08 main:574] : INFO : Epoch 1925 | loss: 0.0311023 | val_loss: 0.0311726 | Time: 1765.56 ms [2022-04-01 08:27:09 main:574] : INFO : Epoch 1926 | loss: 0.0310972 | val_loss: 0.0311723 | Time: 1760.34 ms [2022-04-01 08:27:11 main:574] : INFO : Epoch 1927 | loss: 0.0310946 | val_loss: 0.0311736 | Time: 1773.25 ms [2022-04-01 08:27:13 main:574] : INFO : Epoch 1928 | loss: 0.0310942 | val_loss: 0.0311849 | Time: 1767.46 ms [2022-04-01 08:27:15 main:574] : INFO : Epoch 1929 | loss: 0.0311008 | val_loss: 0.0311799 | Time: 1764.44 ms [2022-04-01 08:27:16 main:574] : INFO : Epoch 1930 | loss: 0.0311 | val_loss: 0.0311721 | Time: 1768.03 ms [2022-04-01 08:27:18 main:574] : INFO : Epoch 1931 | loss: 0.0311003 | val_loss: 0.0311771 | Time: 1758.89 ms [2022-04-01 08:27:20 main:574] : INFO : Epoch 1932 | loss: 0.0311029 | val_loss: 0.0311718 | Time: 1764.24 ms [2022-04-01 08:27:22 main:574] : INFO : Epoch 1933 | loss: 0.0311051 | val_loss: 0.0311644 | Time: 1754.47 ms [2022-04-01 08:27:24 main:574] : INFO : Epoch 1934 | loss: 0.0311112 | val_loss: 0.0311736 | Time: 1761.61 ms [2022-04-01 08:27:25 main:574] : INFO : Epoch 1935 | loss: 0.0311072 | val_loss: 0.0311705 | Time: 1760.77 ms [2022-04-01 08:27:27 main:574] : INFO : Epoch 1936 | loss: 0.0311014 | val_loss: 0.0311639 | Time: 1761.11 ms [2022-04-01 08:27:29 main:574] : INFO : Epoch 1937 | loss: 0.0311009 | val_loss: 0.0311685 | Time: 1762.47 ms [2022-04-01 08:27:31 main:574] : INFO : Epoch 1938 | loss: 0.0311026 | val_loss: 0.0311748 | Time: 1765.3 ms [2022-04-01 08:27:32 main:574] : INFO : Epoch 1939 | loss: 0.0310992 | val_loss: 0.0311647 | Time: 1765.33 ms [2022-04-01 08:27:34 main:574] : INFO : Epoch 1940 | loss: 0.0310963 | val_loss: 0.0311711 | Time: 1766.86 ms [2022-04-01 08:27:36 main:574] : INFO : Epoch 1941 | loss: 0.0310958 | val_loss: 0.0311777 | Time: 1761.54 ms [2022-04-01 08:27:38 main:574] : INFO : Epoch 1942 | loss: 0.0310966 | val_loss: 0.031176 | Time: 1762.9 ms [2022-04-01 08:27:40 main:574] : INFO : Epoch 1943 | loss: 0.0310957 | val_loss: 0.0311786 | Time: 1764.31 ms [2022-04-01 08:27:41 main:574] : INFO : Epoch 1944 | loss: 0.0310983 | val_loss: 0.0311819 | Time: 1760.55 ms [2022-04-01 08:27:43 main:574] : INFO : Epoch 1945 | loss: 0.0311036 | val_loss: 0.0311749 | Time: 1764.88 ms [2022-04-01 08:27:45 main:574] : INFO : Epoch 1946 | loss: 0.0311003 | val_loss: 0.0311767 | Time: 1754.96 ms [2022-04-01 08:27:47 main:574] : INFO : Epoch 1947 | loss: 0.0310979 | val_loss: 0.0311666 | Time: 1761.75 ms [2022-04-01 08:27:48 main:574] : INFO : Epoch 1948 | loss: 0.0310965 | val_loss: 0.0311701 | Time: 1761.21 ms [2022-04-01 08:27:50 main:574] : INFO : Epoch 1949 | loss: 0.0310918 | val_loss: 0.031183 | Time: 1769.65 ms [2022-04-01 08:27:52 main:574] : INFO : Epoch 1950 | loss: 0.0310902 | val_loss: 0.0311728 | Time: 1764.63 ms [2022-04-01 08:27:54 main:574] : INFO : Epoch 1951 | loss: 0.0310889 | val_loss: 0.0311755 | Time: 1759.88 ms [2022-04-01 08:27:55 main:574] : INFO : Epoch 1952 | loss: 0.0310911 | val_loss: 0.0311756 | Time: 1760.38 ms [2022-04-01 08:27:57 main:574] : INFO : Epoch 1953 | loss: 0.0310946 | val_loss: 0.0311778 | Time: 1770.59 ms [2022-04-01 08:27:59 main:574] : INFO : Epoch 1954 | loss: 0.0310904 | val_loss: 0.0311776 | Time: 1771.33 ms [2022-04-01 08:28:01 main:574] : INFO : Epoch 1955 | loss: 0.0310945 | val_loss: 0.0311846 | Time: 1762.91 ms [2022-04-01 08:28:03 main:574] : INFO : Epoch 1956 | loss: 0.0310943 | val_loss: 0.0311716 | Time: 1761.66 ms [2022-04-01 08:28:04 main:574] : INFO : Epoch 1957 | loss: 0.0310941 | val_loss: 0.0311755 | Time: 1766.83 ms [2022-04-01 08:28:06 main:574] : INFO : Epoch 1958 | loss: 0.0310938 | val_loss: 0.0311748 | Time: 1762.84 ms [2022-04-01 08:28:08 main:574] : INFO : Epoch 1959 | loss: 0.0311005 | val_loss: 0.0311836 | Time: 1769.95 ms [2022-04-01 08:28:10 main:574] : INFO : Epoch 1960 | loss: 0.0310991 | val_loss: 0.0311676 | Time: 1767.29 ms [2022-04-01 08:28:12 main:574] : INFO : Epoch 1961 | loss: 0.0310944 | val_loss: 0.0311696 | Time: 1767.62 ms [2022-04-01 08:28:13 main:574] : INFO : Epoch 1962 | loss: 0.0310932 | val_loss: 0.0311754 | Time: 1767.25 ms [2022-04-01 08:28:15 main:574] : INFO : Epoch 1963 | loss: 0.0310964 | val_loss: 0.0311639 | Time: 1765.2 ms [2022-04-01 08:28:17 main:574] : INFO : Epoch 1964 | loss: 0.0310966 | val_loss: 0.0311808 | Time: 1753.57 ms [2022-04-01 08:28:19 main:574] : INFO : Epoch 1965 | loss: 0.0310931 | val_loss: 0.0311914 | Time: 1766.06 ms [2022-04-01 08:28:20 main:574] : INFO : Epoch 1966 | loss: 0.0310952 | val_loss: 0.0311787 | Time: 1757.89 ms [2022-04-01 08:28:22 main:574] : INFO : Epoch 1967 | loss: 0.0310924 | val_loss: 0.0311772 | Time: 1759.67 ms [2022-04-01 08:28:24 main:574] : INFO : Epoch 1968 | loss: 0.03109 | val_loss: 0.0311818 | Time: 1765.47 ms [2022-04-01 08:28:26 main:574] : INFO : Epoch 1969 | loss: 0.0310966 | val_loss: 0.0311863 | Time: 1778.7 ms [2022-04-01 08:28:28 main:574] : INFO : Epoch 1970 | loss: 0.0310928 | val_loss: 0.0311801 | Time: 1764.55 ms [2022-04-01 08:28:29 main:574] : INFO : Epoch 1971 | loss: 0.0310955 | val_loss: 0.0311753 | Time: 1762.9 ms [2022-04-01 08:28:31 main:574] : INFO : Epoch 1972 | loss: 0.0311017 | val_loss: 0.03117 | Time: 1762.98 ms [2022-04-01 08:28:33 main:574] : INFO : Epoch 1973 | loss: 0.0310973 | val_loss: 0.0311775 | Time: 1759.65 ms [2022-04-01 08:28:35 main:574] : INFO : Epoch 1974 | loss: 0.0311013 | val_loss: 0.0311755 | Time: 1774.5 ms [2022-04-01 08:28:36 main:574] : INFO : Epoch 1975 | loss: 0.0311062 | val_loss: 0.0311777 | Time: 1764.99 ms [2022-04-01 08:28:38 main:574] : INFO : Epoch 1976 | loss: 0.0311069 | val_loss: 0.0311785 | Time: 1763.23 ms [2022-04-01 08:28:40 main:574] : INFO : Epoch 1977 | loss: 0.0311063 | val_loss: 0.0311695 | Time: 1762.76 ms [2022-04-01 08:28:42 main:574] : INFO : Epoch 1978 | loss: 0.0311071 | val_loss: 0.0311636 | Time: 1764.59 ms [2022-04-01 08:28:44 main:574] : INFO : Epoch 1979 | loss: 0.0311065 | val_loss: 0.0311641 | Time: 1768.29 ms [2022-04-01 08:28:45 main:574] : INFO : Epoch 1980 | loss: 0.0311054 | val_loss: 0.0311648 | Time: 1764.77 ms [2022-04-01 08:28:47 main:574] : INFO : Epoch 1981 | loss: 0.0311015 | val_loss: 0.0311709 | Time: 1773.24 ms [2022-04-01 08:28:49 main:574] : INFO : Epoch 1982 | loss: 0.0310985 | val_loss: 0.0311687 | Time: 1762.81 ms [2022-04-01 08:28:51 main:574] : INFO : Epoch 1983 | loss: 0.0310986 | val_loss: 0.0311688 | Time: 1765.68 ms [2022-04-01 08:28:52 main:574] : INFO : Epoch 1984 | loss: 0.0310959 | val_loss: 0.0311647 | Time: 1762.07 ms [2022-04-01 08:28:54 main:574] : INFO : Epoch 1985 | loss: 0.0310961 | val_loss: 0.0311717 | Time: 1763.57 ms [2022-04-01 08:28:56 main:574] : INFO : Epoch 1986 | loss: 0.0310941 | val_loss: 0.0311721 | Time: 1765 ms [2022-04-01 08:28:58 main:574] : INFO : Epoch 1987 | loss: 0.0310926 | val_loss: 0.0311684 | Time: 1766.9 ms [2022-04-01 08:29:00 main:574] : INFO : Epoch 1988 | loss: 0.0310931 | val_loss: 0.0311794 | Time: 1764.3 ms [2022-04-01 08:29:01 main:574] : INFO : Epoch 1989 | loss: 0.0310938 | val_loss: 0.0311608 | Time: 1762.24 ms [2022-04-01 08:29:03 main:574] : INFO : Epoch 1990 | loss: 0.0310988 | val_loss: 0.0311952 | Time: 1754.42 ms [2022-04-01 08:29:05 main:574] : INFO : Epoch 1991 | loss: 0.0310969 | val_loss: 0.0311794 | Time: 1764.73 ms [2022-04-01 08:29:07 main:574] : INFO : Epoch 1992 | loss: 0.0310932 | val_loss: 0.0311681 | Time: 1760.21 ms [2022-04-01 08:29:08 main:574] : INFO : Epoch 1993 | loss: 0.0310904 | val_loss: 0.031171 | Time: 1770.18 ms [2022-04-01 08:29:10 main:574] : INFO : Epoch 1994 | loss: 0.0310926 | val_loss: 0.0311679 | Time: 1763.77 ms [2022-04-01 08:29:12 main:574] : INFO : Epoch 1995 | loss: 0.0310931 | val_loss: 0.0311814 | Time: 1765.12 ms [2022-04-01 08:29:14 main:574] : INFO : Epoch 1996 | loss: 0.031092 | val_loss: 0.0311811 | Time: 1756.35 ms [2022-04-01 08:29:16 main:574] : INFO : Epoch 1997 | loss: 0.0310914 | val_loss: 0.0311726 | Time: 1766.47 ms [2022-04-01 08:29:17 main:574] : INFO : Epoch 1998 | loss: 0.0310933 | val_loss: 0.0311706 | Time: 1770.35 ms [2022-04-01 08:29:19 main:574] : INFO : Epoch 1999 | loss: 0.0310923 | val_loss: 0.0311669 | Time: 1768.23 ms [2022-04-01 08:29:21 main:574] : INFO : Epoch 2000 | loss: 0.0310918 | val_loss: 0.0311734 | Time: 1764.06 ms [2022-04-01 08:29:23 main:574] : INFO : Epoch 2001 | loss: 0.0310973 | val_loss: 0.0311733 | Time: 1767.85 ms [2022-04-01 08:29:24 main:574] : INFO : Epoch 2002 | loss: 0.0310949 | val_loss: 0.0311796 | Time: 1764.3 ms [2022-04-01 08:29:26 main:574] : INFO : Epoch 2003 | loss: 0.0310962 | val_loss: 0.0311751 | Time: 1761.1 ms [2022-04-01 08:29:28 main:574] : INFO : Epoch 2004 | loss: 0.0310959 | val_loss: 0.0311756 | Time: 1766.76 ms [2022-04-01 08:29:30 main:574] : INFO : Epoch 2005 | loss: 0.0310936 | val_loss: 0.031185 | Time: 1764.59 ms [2022-04-01 08:29:32 main:574] : INFO : Epoch 2006 | loss: 0.0310908 | val_loss: 0.0311758 | Time: 1761.51 ms [2022-04-01 08:29:33 main:574] : INFO : Epoch 2007 | loss: 0.0310922 | val_loss: 0.0311733 | Time: 1763.92 ms [2022-04-01 08:29:35 main:574] : INFO : Epoch 2008 | loss: 0.0310929 | val_loss: 0.0311775 | Time: 1767.26 ms [2022-04-01 08:29:37 main:574] : INFO : Epoch 2009 | loss: 0.0310946 | val_loss: 0.0311824 | Time: 1762.89 ms [2022-04-01 08:29:39 main:574] : INFO : Epoch 2010 | loss: 0.031099 | val_loss: 0.0311741 | Time: 1767.5 ms [2022-04-01 08:29:40 main:574] : INFO : Epoch 2011 | loss: 0.0310952 | val_loss: 0.0311813 | Time: 1763.55 ms [2022-04-01 08:29:42 main:574] : INFO : Epoch 2012 | loss: 0.031093 | val_loss: 0.0311745 | Time: 1764.8 ms [2022-04-01 08:29:44 main:574] : INFO : Epoch 2013 | loss: 0.0310953 | val_loss: 0.0311733 | Time: 1775 ms [2022-04-01 08:29:46 main:574] : INFO : Epoch 2014 | loss: 0.0310941 | val_loss: 0.0311732 | Time: 1769.56 ms [2022-04-01 08:29:48 main:574] : INFO : Epoch 2015 | loss: 0.0310966 | val_loss: 0.0311709 | Time: 1766.13 ms [2022-04-01 08:29:49 main:574] : INFO : Epoch 2016 | loss: 0.0310961 | val_loss: 0.0311774 | Time: 1760.84 ms [2022-04-01 08:29:51 main:574] : INFO : Epoch 2017 | loss: 0.0310929 | val_loss: 0.0311717 | Time: 1762.16 ms [2022-04-01 08:29:53 main:574] : INFO : Epoch 2018 | loss: 0.0310928 | val_loss: 0.0311749 | Time: 1759.77 ms [2022-04-01 08:29:55 main:574] : INFO : Epoch 2019 | loss: 0.0310911 | val_loss: 0.0311807 | Time: 1762.3 ms [2022-04-01 08:29:56 main:574] : INFO : Epoch 2020 | loss: 0.0310913 | val_loss: 0.0311774 | Time: 1766.53 ms [2022-04-01 08:29:58 main:574] : INFO : Epoch 2021 | loss: 0.0310911 | val_loss: 0.031178 | Time: 1768.22 ms [2022-04-01 08:30:00 main:574] : INFO : Epoch 2022 | loss: 0.0310925 | val_loss: 0.0311747 | Time: 1759.49 ms [2022-04-01 08:30:02 main:574] : INFO : Epoch 2023 | loss: 0.0310891 | val_loss: 0.0311756 | Time: 1761.22 ms [2022-04-01 08:30:04 main:574] : INFO : Epoch 2024 | loss: 0.0310905 | val_loss: 0.0311779 | Time: 1759.43 ms [2022-04-01 08:30:05 main:574] : INFO : Epoch 2025 | loss: 0.0310898 | val_loss: 0.0311746 | Time: 1759.78 ms [2022-04-01 08:30:07 main:574] : INFO : Epoch 2026 | loss: 0.0310946 | val_loss: 0.031173 | Time: 1765.05 ms [2022-04-01 08:30:09 main:574] : INFO : Epoch 2027 | loss: 0.0310954 | val_loss: 0.0311811 | Time: 1769.04 ms [2022-04-01 08:30:11 main:574] : INFO : Epoch 2028 | loss: 0.0310975 | val_loss: 0.0311799 | Time: 1761.78 ms [2022-04-01 08:30:12 main:574] : INFO : Epoch 2029 | loss: 0.0310988 | val_loss: 0.0311784 | Time: 1766 ms [2022-04-01 08:30:14 main:574] : INFO : Epoch 2030 | loss: 0.0311008 | val_loss: 0.0311705 | Time: 1757.61 ms [2022-04-01 08:30:16 main:574] : INFO : Epoch 2031 | loss: 0.0310974 | val_loss: 0.0311895 | Time: 1768.59 ms [2022-04-01 08:30:18 main:574] : INFO : Epoch 2032 | loss: 0.0310968 | val_loss: 0.0311821 | Time: 1769.93 ms [2022-04-01 08:30:20 main:574] : INFO : Epoch 2033 | loss: 0.0310935 | val_loss: 0.03118 | Time: 1761.36 ms [2022-04-01 08:30:21 main:574] : INFO : Epoch 2034 | loss: 0.0310901 | val_loss: 0.0311747 | Time: 1766.83 ms [2022-04-01 08:30:23 main:574] : INFO : Epoch 2035 | loss: 0.0310884 | val_loss: 0.0311805 | Time: 1765.65 ms [2022-04-01 08:30:25 main:574] : INFO : Epoch 2036 | loss: 0.0310863 | val_loss: 0.0311864 | Time: 1760.73 ms [2022-04-01 08:30:27 main:574] : INFO : Epoch 2037 | loss: 0.0310976 | val_loss: 0.0311766 | Time: 1757.33 ms [2022-04-01 08:30:28 main:574] : INFO : Epoch 2038 | loss: 0.0310976 | val_loss: 0.0311667 | Time: 1767.74 ms [2022-04-01 08:30:30 main:574] : INFO : Epoch 2039 | loss: 0.0311131 | val_loss: 0.0311636 | Time: 1775.02 ms [2022-04-01 08:30:32 main:574] : INFO : Epoch 2040 | loss: 0.0311167 | val_loss: 0.0311596 | Time: 1776.82 ms [2022-04-01 08:30:34 main:574] : INFO : Epoch 2041 | loss: 0.0311136 | val_loss: 0.0311721 | Time: 1761.33 ms [2022-04-01 08:30:36 main:574] : INFO : Epoch 2042 | loss: 0.031112 | val_loss: 0.0311665 | Time: 1763.98 ms [2022-04-01 08:30:37 main:574] : INFO : Epoch 2043 | loss: 0.0311089 | val_loss: 0.0311652 | Time: 1766.46 ms [2022-04-01 08:30:39 main:574] : INFO : Epoch 2044 | loss: 0.0311051 | val_loss: 0.0311724 | Time: 1762.18 ms [2022-04-01 08:30:41 main:574] : INFO : Epoch 2045 | loss: 0.0311046 | val_loss: 0.031175 | Time: 1766.84 ms [2022-04-01 08:30:43 main:574] : INFO : Epoch 2046 | loss: 0.0311001 | val_loss: 0.0311691 | Time: 1766.76 ms [2022-04-01 08:30:44 main:574] : INFO : Epoch 2047 | loss: 0.031101 | val_loss: 0.0311752 | Time: 1756.77 ms [2022-04-01 08:30:46 main:574] : INFO : Epoch 2048 | loss: 0.0310992 | val_loss: 0.0311709 | Time: 1756.22 ms [2022-04-01 08:30:46 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311709 [2022-04-01 08:30:46 main:603] : INFO : Saving end state to config to file [2022-04-01 08:30:46 main:608] : INFO : Success, exiting.. 08:30:46 (36464): 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)