Task 14476525
| Name | ParityModified-1647040582-20983-2-0_0 |
| Workunit | 11517884 |
| Created | 6 Apr 2022, 16:07:46 UTC |
| Sent | 10 Apr 2022, 17:36:56 UTC |
| Report deadline | 18 Apr 2022, 17:36:56 UTC |
| Received | 12 Apr 2022, 16:06:45 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 563 |
| Run time | 1 hours 13 min 31 sec |
| CPU time | 1 hours 10 min 37 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,442.56 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.10 GB |
| Peak swap size | 4.34 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> main:574] : INFO : Epoch 1542 | loss: 0.0311647 | val_loss: 0.0311675 | Time: 2091.97 ms [2022-04-12 17:47:58 main:574] : INFO : Epoch 1543 | loss: 0.0311671 | val_loss: 0.0311712 | Time: 2105.62 ms [2022-04-12 17:48:00 main:574] : INFO : Epoch 1544 | loss: 0.0311681 | val_loss: 0.0311702 | Time: 2088.38 ms [2022-04-12 17:48:02 main:574] : INFO : Epoch 1545 | loss: 0.0311684 | val_loss: 0.031171 | Time: 2070.38 ms [2022-04-12 17:48:04 main:574] : INFO : Epoch 1546 | loss: 0.0311661 | val_loss: 0.0311702 | Time: 2087.34 ms [2022-04-12 17:48:06 main:574] : INFO : Epoch 1547 | loss: 0.0311652 | val_loss: 0.031169 | Time: 2072.21 ms [2022-04-12 17:48:08 main:574] : INFO : Epoch 1548 | loss: 0.031168 | val_loss: 0.0311795 | Time: 2056.26 ms [2022-04-12 17:48:11 main:574] : INFO : Epoch 1549 | loss: 0.0311774 | val_loss: 0.0311728 | Time: 2046.95 ms [2022-04-12 17:48:13 main:574] : INFO : Epoch 1550 | loss: 0.0311762 | val_loss: 0.0311746 | Time: 2067.03 ms [2022-04-12 17:48:15 main:574] : INFO : Epoch 1551 | loss: 0.0311753 | val_loss: 0.0311728 | Time: 2031.69 ms [2022-04-12 17:48:17 main:574] : INFO : Epoch 1552 | loss: 0.0311734 | val_loss: 0.0311718 | Time: 2066.88 ms [2022-04-12 17:48:19 main:574] : INFO : Epoch 1553 | loss: 0.0311724 | val_loss: 0.0311712 | Time: 2084.85 ms [2022-04-12 17:48:21 main:574] : INFO : Epoch 1554 | loss: 0.0311715 | val_loss: 0.031171 | Time: 2065.12 ms [2022-04-12 17:48:23 main:574] : INFO : Epoch 1555 | loss: 0.0311713 | val_loss: 0.0311715 | Time: 2048.3 ms [2022-04-12 17:48:26 main:574] : INFO : Epoch 1556 | loss: 0.0311719 | val_loss: 0.0311721 | Time: 2064.89 ms [2022-04-12 17:48:28 main:574] : INFO : Epoch 1557 | loss: 0.0311755 | val_loss: 0.0311731 | Time: 2086.85 ms [2022-04-12 17:48:30 main:574] : INFO : Epoch 1558 | loss: 0.031174 | val_loss: 0.031174 | Time: 2061.38 ms [2022-04-12 17:48:32 main:574] : INFO : Epoch 1559 | loss: 0.0311742 | val_loss: 0.0311738 | Time: 2056.75 ms [2022-04-12 17:48:34 main:574] : INFO : Epoch 1560 | loss: 0.0311737 | val_loss: 0.0311747 | Time: 2055.02 ms [2022-04-12 17:48:36 main:574] : INFO : Epoch 1561 | loss: 0.0311732 | val_loss: 0.031175 | Time: 2104.6 ms [2022-04-12 17:48:38 main:574] : INFO : Epoch 1562 | loss: 0.0311735 | val_loss: 0.0311749 | Time: 2062.57 ms [2022-04-12 17:48:40 main:574] : INFO : Epoch 1563 | loss: 0.031173 | val_loss: 0.0311766 | Time: 2076.36 ms [2022-04-12 17:48:43 main:574] : INFO : Epoch 1564 | loss: 0.0311736 | val_loss: 0.0311768 | Time: 2070.77 ms [2022-04-12 17:48:45 main:574] : INFO : Epoch 1565 | loss: 0.0311739 | val_loss: 0.0311757 | Time: 2087.51 ms [2022-04-12 17:48:47 main:574] : INFO : Epoch 1566 | loss: 0.0311747 | val_loss: 0.0311773 | Time: 2086.96 ms [2022-04-12 17:48:49 main:574] : INFO : Epoch 1567 | loss: 0.0311804 | val_loss: 0.0311822 | Time: 2035.41 ms [2022-04-12 17:48:51 main:574] : INFO : Epoch 1568 | loss: 0.0311843 | val_loss: 0.0311805 | Time: 2021.09 ms [2022-04-12 17:48:53 main:574] : INFO : Epoch 1569 | loss: 0.0311818 | val_loss: 0.0311786 | Time: 2048.8 ms [2022-04-12 17:48:55 main:574] : INFO : Epoch 1570 | loss: 0.0311816 | val_loss: 0.0311787 | Time: 2041.91 ms [2022-04-12 17:48:57 main:574] : INFO : Epoch 1571 | loss: 0.0311798 | val_loss: 0.0311782 | Time: 2056.77 ms [2022-04-12 17:48:59 main:574] : INFO : Epoch 1572 | loss: 0.0311794 | val_loss: 0.0311766 | Time: 2083.08 ms [2022-04-12 17:49:02 main:574] : INFO : Epoch 1573 | loss: 0.0311781 | val_loss: 0.031176 | Time: 2069.1 ms [2022-04-12 17:49:04 main:574] : INFO : Epoch 1574 | loss: 0.031177 | val_loss: 0.0311765 | Time: 2091.85 ms [2022-04-12 17:49:06 main:574] : INFO : Epoch 1575 | loss: 0.0311782 | val_loss: 0.0311776 | Time: 2064.73 ms [2022-04-12 17:49:08 main:574] : INFO : Epoch 1576 | loss: 0.0311817 | val_loss: 0.0311781 | Time: 2067.4 ms [2022-04-12 17:49:10 main:574] : INFO : Epoch 1577 | loss: 0.0311771 | val_loss: 0.0311764 | Time: 2069.31 ms [2022-04-12 17:49:12 main:574] : INFO : Epoch 1578 | loss: 0.0311767 | val_loss: 0.0311761 | Time: 2071.81 ms [2022-04-12 17:49:14 main:574] : INFO : Epoch 1579 | loss: 0.0311771 | val_loss: 0.0311767 | Time: 2056.34 ms [2022-04-12 17:49:16 main:574] : INFO : Epoch 1580 | loss: 0.0311763 | val_loss: 0.0311764 | Time: 2112.61 ms [2022-04-12 17:49:19 main:574] : INFO : Epoch 1581 | loss: 0.0311763 | val_loss: 0.0311755 | Time: 2062.98 ms [2022-04-12 17:49:21 main:574] : INFO : Epoch 1582 | loss: 0.0311758 | val_loss: 0.0311763 | Time: 2076.5 ms [2022-04-12 17:49:23 main:574] : INFO : Epoch 1583 | loss: 0.0311757 | val_loss: 0.0311757 | Time: 2065.92 ms [2022-04-12 17:49:25 main:574] : INFO : Epoch 1584 | loss: 0.0311751 | val_loss: 0.0311748 | Time: 1964.74 ms [2022-04-12 17:49:27 main:574] : INFO : Epoch 1585 | loss: 0.0311747 | val_loss: 0.0311762 | Time: 2021.01 ms [2022-04-12 17:49:29 main:574] : INFO : Epoch 1586 | loss: 0.0311747 | val_loss: 0.0311745 | Time: 2074.39 ms [2022-04-12 17:49:31 main:574] : INFO : Epoch 1587 | loss: 0.0311744 | val_loss: 0.0311762 | Time: 2001.55 ms [2022-04-12 17:49:33 main:574] : INFO : Epoch 1588 | loss: 0.0311761 | val_loss: 0.0311778 | Time: 2037.7 ms [2022-04-12 17:49:35 main:574] : INFO : Epoch 1589 | loss: 0.0311745 | val_loss: 0.0311749 | Time: 2078.85 ms [2022-04-12 17:49:37 main:574] : INFO : Epoch 1590 | loss: 0.0311749 | val_loss: 0.0311843 | Time: 2054.3 ms [2022-04-12 17:49:39 main:574] : INFO : Epoch 1591 | loss: 0.0311758 | val_loss: 0.0311759 | Time: 2101.66 ms [2022-04-12 17:49:42 main:574] : INFO : Epoch 1592 | loss: 0.0311739 | val_loss: 0.0311747 | Time: 2064.92 ms [2022-04-12 17:49:44 main:574] : INFO : Epoch 1593 | loss: 0.0311744 | val_loss: 0.0311763 | Time: 2064.35 ms [2022-04-12 17:49:46 main:574] : INFO : Epoch 1594 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 2102.23 ms [2022-04-12 17:49:48 main:574] : INFO : Epoch 1595 | loss: 0.0311732 | val_loss: 0.0311752 | Time: 2045.55 ms [2022-04-12 17:49:50 main:574] : INFO : Epoch 1596 | loss: 0.0311735 | val_loss: 0.0311758 | Time: 2071.38 ms [2022-04-12 17:49:52 main:574] : INFO : Epoch 1597 | loss: 0.0311732 | val_loss: 0.0311783 | Time: 2045.33 ms [2022-04-12 17:49:54 main:574] : INFO : Epoch 1598 | loss: 0.0311738 | val_loss: 0.0311754 | Time: 2053.84 ms [2022-04-12 17:49:57 main:574] : INFO : Epoch 1599 | loss: 0.0311739 | val_loss: 0.0311776 | Time: 2062.24 ms [2022-04-12 17:49:59 main:574] : INFO : Epoch 1600 | loss: 0.0311751 | val_loss: 0.031177 | Time: 2066.21 ms [2022-04-12 17:50:01 main:574] : INFO : Epoch 1601 | loss: 0.0311759 | val_loss: 0.0311777 | Time: 2112.3 ms [2022-04-12 17:50:03 main:574] : INFO : Epoch 1602 | loss: 0.0311751 | val_loss: 0.0311771 | Time: 2082.12 ms [2022-04-12 17:50:05 main:574] : INFO : Epoch 1603 | loss: 0.0311753 | val_loss: 0.0311752 | Time: 2084.19 ms [2022-04-12 17:50:07 main:574] : INFO : Epoch 1604 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2052.42 ms [2022-04-12 17:50:09 main:574] : INFO : Epoch 1605 | loss: 0.0311738 | val_loss: 0.0311763 | Time: 2072.38 ms [2022-04-12 17:50:12 main:574] : INFO : Epoch 1606 | loss: 0.031174 | val_loss: 0.0311747 | Time: 2091.7 ms [2022-04-12 17:50:14 main:574] : INFO : Epoch 1607 | loss: 0.0311731 | val_loss: 0.0311731 | Time: 2080.16 ms [2022-04-12 17:50:16 main:574] : INFO : Epoch 1608 | loss: 0.0311751 | val_loss: 0.0311798 | Time: 2086.69 ms [2022-04-12 17:50:18 main:574] : INFO : Epoch 1609 | loss: 0.0311766 | val_loss: 0.0311756 | Time: 2055.54 ms [2022-04-12 17:50:20 main:574] : INFO : Epoch 1610 | loss: 0.0311747 | val_loss: 0.0311756 | Time: 2060.43 ms [2022-04-12 17:50:22 main:574] : INFO : Epoch 1611 | loss: 0.0311729 | val_loss: 0.0311743 | Time: 2048.57 ms [2022-04-12 17:50:24 main:574] : INFO : Epoch 1612 | loss: 0.0311736 | val_loss: 0.0311748 | Time: 2074.88 ms [2022-04-12 17:50:27 main:574] : INFO : Epoch 1613 | loss: 0.0311723 | val_loss: 0.0311743 | Time: 2044.3 ms [2022-04-12 17:50:29 main:574] : INFO : Epoch 1614 | loss: 0.0311717 | val_loss: 0.0311742 | Time: 2081.22 ms [2022-04-12 17:50:31 main:574] : INFO : Epoch 1615 | loss: 0.0311734 | val_loss: 0.0311757 | Time: 2055.66 ms [2022-04-12 17:50:33 main:574] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.031176 | Time: 2092.58 ms [2022-04-12 17:50:35 main:574] : INFO : Epoch 1617 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 2094.33 ms [2022-04-12 17:50:37 main:574] : INFO : Epoch 1618 | loss: 0.0311711 | val_loss: 0.031175 | Time: 2080.59 ms [2022-04-12 17:50:39 main:574] : INFO : Epoch 1619 | loss: 0.031173 | val_loss: 0.0311789 | Time: 2067 ms [2022-04-12 17:50:41 main:574] : INFO : Epoch 1620 | loss: 0.0311734 | val_loss: 0.0311748 | Time: 2089.98 ms [2022-04-12 17:50:44 main:574] : INFO : Epoch 1621 | loss: 0.0311763 | val_loss: 0.0311798 | Time: 2110.2 ms [2022-04-12 17:50:46 main:574] : INFO : Epoch 1622 | loss: 0.0311798 | val_loss: 0.0311801 | Time: 2101.32 ms [2022-04-12 17:50:48 main:574] : INFO : Epoch 1623 | loss: 0.0311798 | val_loss: 0.031179 | Time: 2048.52 ms [2022-04-12 17:50:50 main:574] : INFO : Epoch 1624 | loss: 0.0311791 | val_loss: 0.0311796 | Time: 2060.53 ms [2022-04-12 17:50:52 main:574] : INFO : Epoch 1625 | loss: 0.0311803 | val_loss: 0.031178 | Time: 2048.21 ms [2022-04-12 17:50:54 main:574] : INFO : Epoch 1626 | loss: 0.0311794 | val_loss: 0.0311782 | Time: 2081.84 ms [2022-04-12 17:50:56 main:574] : INFO : Epoch 1627 | loss: 0.0311804 | val_loss: 0.0311785 | Time: 2096.18 ms [2022-04-12 17:50:59 main:574] : INFO : Epoch 1628 | loss: 0.0311783 | val_loss: 0.0311767 | Time: 2058.08 ms [2022-04-12 17:51:01 main:574] : INFO : Epoch 1629 | loss: 0.0311768 | val_loss: 0.0311779 | Time: 2057.11 ms [2022-04-12 17:51:03 main:574] : INFO : Epoch 1630 | loss: 0.0311768 | val_loss: 0.0311758 | Time: 2054.39 ms [2022-04-12 17:51:05 main:574] : INFO : Epoch 1631 | loss: 0.0311762 | val_loss: 0.031181 | Time: 2033.04 ms [2022-04-12 17:51:07 main:574] : INFO : Epoch 1632 | loss: 0.0311763 | val_loss: 0.031175 | Time: 2061.39 ms [2022-04-12 17:51:09 main:574] : INFO : Epoch 1633 | loss: 0.0311766 | val_loss: 0.0311766 | Time: 2084.54 ms [2022-04-12 17:51:11 main:574] : INFO : Epoch 1634 | loss: 0.0311807 | val_loss: 0.0311785 | Time: 2071.46 ms [2022-04-12 17:51:13 main:574] : INFO : Epoch 1635 | loss: 0.0311806 | val_loss: 0.0311772 | Time: 2074.95 ms [2022-04-12 17:51:15 main:574] : INFO : Epoch 1636 | loss: 0.031179 | val_loss: 0.0311758 | Time: 2079.22 ms [2022-04-12 17:51:18 main:574] : INFO : Epoch 1637 | loss: 0.0311785 | val_loss: 0.0311758 | Time: 2086.07 ms [2022-04-12 17:51:20 main:574] : INFO : Epoch 1638 | loss: 0.0311784 | val_loss: 0.0311765 | Time: 2099.16 ms [2022-04-12 17:51:22 main:574] : INFO : Epoch 1639 | loss: 0.0311798 | val_loss: 0.0311768 | Time: 2077.06 ms [2022-04-12 17:51:24 main:574] : INFO : Epoch 1640 | loss: 0.0311782 | val_loss: 0.0311747 | Time: 2086.79 ms [2022-04-12 17:51:26 main:574] : INFO : Epoch 1641 | loss: 0.0311784 | val_loss: 0.031177 | Time: 2089.25 ms [2022-04-12 17:51:28 main:574] : INFO : Epoch 1642 | loss: 0.03118 | val_loss: 0.0311792 | Time: 2047.6 ms [2022-04-12 17:51:30 main:574] : INFO : Epoch 1643 | loss: 0.0311793 | val_loss: 0.0311767 | Time: 2058.64 ms [2022-04-12 17:51:32 main:574] : INFO : Epoch 1644 | loss: 0.031178 | val_loss: 0.0311764 | Time: 2080.83 ms [2022-04-12 17:51:35 main:574] : INFO : Epoch 1645 | loss: 0.0311764 | val_loss: 0.0311763 | Time: 2061.64 ms [2022-04-12 17:51:37 main:574] : INFO : Epoch 1646 | loss: 0.0311769 | val_loss: 0.0311764 | Time: 2037.18 ms [2022-04-12 17:51:39 main:574] : INFO : Epoch 1647 | loss: 0.0311758 | val_loss: 0.031176 | Time: 2074.88 ms [2022-04-12 17:51:41 main:574] : INFO : Epoch 1648 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 2112.61 ms [2022-04-12 17:51:43 main:574] : INFO : Epoch 1649 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 2062.01 ms [2022-04-12 17:51:45 main:574] : INFO : Epoch 1650 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 2074.82 ms [2022-04-12 17:51:47 main:574] : INFO : Epoch 1651 | loss: 0.0311741 | val_loss: 0.0311749 | Time: 2066.4 ms [2022-04-12 17:51:49 main:574] : INFO : Epoch 1652 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 2093.59 ms [2022-04-12 17:51:52 main:574] : INFO : Epoch 1653 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 2085.85 ms [2022-04-12 17:51:54 main:574] : INFO : Epoch 1654 | loss: 0.0311749 | val_loss: 0.0311841 | Time: 2076.74 ms [2022-04-12 17:51:56 main:574] : INFO : Epoch 1655 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2074.93 ms [2022-04-12 17:51:58 main:574] : INFO : Epoch 1656 | loss: 0.0311729 | val_loss: 0.0311762 | Time: 2066.55 ms [2022-04-12 17:52:00 main:574] : INFO : Epoch 1657 | loss: 0.0311738 | val_loss: 0.0311761 | Time: 2107.65 ms [2022-04-12 17:52:02 main:574] : INFO : Epoch 1658 | loss: 0.0311744 | val_loss: 0.0311759 | Time: 2050.74 ms [2022-04-12 17:52:04 main:574] : INFO : Epoch 1659 | loss: 0.0311748 | val_loss: 0.0311764 | Time: 2069.11 ms [2022-04-12 17:52:07 main:574] : INFO : Epoch 1660 | loss: 0.0311738 | val_loss: 0.0311766 | Time: 2075.82 ms [2022-04-12 17:52:09 main:574] : INFO : Epoch 1661 | loss: 0.0311753 | val_loss: 0.0311756 | Time: 2075.43 ms [2022-04-12 17:52:11 main:574] : INFO : Epoch 1662 | loss: 0.031175 | val_loss: 0.0311781 | Time: 2099.16 ms [2022-04-12 17:52:13 main:574] : INFO : Epoch 1663 | loss: 0.031175 | val_loss: 0.0311763 | Time: 2071.35 ms [2022-04-12 17:52:15 main:574] : INFO : Epoch 1664 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 2067.89 ms [2022-04-12 17:52:17 main:574] : INFO : Epoch 1665 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 2087.31 ms [2022-04-12 17:52:19 main:574] : INFO : Epoch 1666 | loss: 0.0311745 | val_loss: 0.0311823 | Time: 2107.73 ms [2022-04-12 17:52:21 main:574] : INFO : Epoch 1667 | loss: 0.0311756 | val_loss: 0.0311751 | Time: 2063.94 ms [2022-04-12 17:52:24 main:574] : INFO : Epoch 1668 | loss: 0.0311726 | val_loss: 0.0311752 | Time: 2115.02 ms [2022-04-12 17:52:26 main:574] : INFO : Epoch 1669 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 2080.68 ms [2022-04-12 17:52:28 main:574] : INFO : Epoch 1670 | loss: 0.031171 | val_loss: 0.0311733 | Time: 2091.76 ms [2022-04-12 17:52:30 main:574] : INFO : Epoch 1671 | loss: 0.0311713 | val_loss: 0.0311745 | Time: 2083.33 ms [2022-04-12 17:52:32 main:574] : INFO : Epoch 1672 | loss: 0.0311702 | val_loss: 0.0311725 | Time: 2060.16 ms [2022-04-12 17:52:34 main:574] : INFO : Epoch 1673 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 2066.7 ms [2022-04-12 17:52:36 main:574] : INFO : Epoch 1674 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 2060.24 ms [2022-04-12 17:52:38 main:574] : INFO : Epoch 1675 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 2046.88 ms [2022-04-12 17:52:41 main:574] : INFO : Epoch 1676 | loss: 0.0311716 | val_loss: 0.0311743 | Time: 2070.68 ms [2022-04-12 17:52:43 main:574] : INFO : Epoch 1677 | loss: 0.0311733 | val_loss: 0.0311756 | Time: 2044.5 ms [2022-04-12 17:52:45 main:574] : INFO : Epoch 1678 | loss: 0.0311734 | val_loss: 0.0311779 | Time: 2064.01 ms [2022-04-12 17:52:47 main:574] : INFO : Epoch 1679 | loss: 0.0311714 | val_loss: 0.0311732 | Time: 1969.27 ms [2022-04-12 17:52:49 main:574] : INFO : Epoch 1680 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 2120.29 ms [2022-04-12 17:52:51 main:574] : INFO : Epoch 1681 | loss: 0.0311717 | val_loss: 0.0311734 | Time: 2103.45 ms [2022-04-12 17:52:53 main:574] : INFO : Epoch 1682 | loss: 0.0311706 | val_loss: 0.0311726 | Time: 2107.74 ms [2022-04-12 17:52:55 main:574] : INFO : Epoch 1683 | loss: 0.0311695 | val_loss: 0.0311723 | Time: 2050.76 ms [2022-04-12 17:52:57 main:574] : INFO : Epoch 1684 | loss: 0.03117 | val_loss: 0.0311746 | Time: 2057.81 ms [2022-04-12 17:53:00 main:574] : INFO : Epoch 1685 | loss: 0.0311704 | val_loss: 0.0311741 | Time: 2078.13 ms [2022-04-12 17:53:02 main:574] : INFO : Epoch 1686 | loss: 0.0311704 | val_loss: 0.0311747 | Time: 2111.96 ms [2022-04-12 17:53:04 main:574] : INFO : Epoch 1687 | loss: 0.0311687 | val_loss: 0.0311738 | Time: 2064.75 ms [2022-04-12 17:53:06 main:574] : INFO : Epoch 1688 | loss: 0.0311689 | val_loss: 0.0311729 | Time: 2119.62 ms [2022-04-12 17:53:08 main:574] : INFO : Epoch 1689 | loss: 0.0311697 | val_loss: 0.0311773 | Time: 2090.32 ms [2022-04-12 17:53:10 main:574] : INFO : Epoch 1690 | loss: 0.0311706 | val_loss: 0.0311728 | Time: 2075.51 ms [2022-04-12 17:53:12 main:574] : INFO : Epoch 1691 | loss: 0.0311696 | val_loss: 0.0311754 | Time: 2069.94 ms [2022-04-12 17:53:15 main:574] : INFO : Epoch 1692 | loss: 0.0311714 | val_loss: 0.0311748 | Time: 2059.05 ms [2022-04-12 17:53:17 main:574] : INFO : Epoch 1693 | loss: 0.0311713 | val_loss: 0.0311761 | Time: 2055.14 ms [2022-04-12 17:53:19 main:574] : INFO : Epoch 1694 | loss: 0.0311734 | val_loss: 0.031176 | Time: 2081.3 ms [2022-04-12 17:53:21 main:574] : INFO : Epoch 1695 | loss: 0.0311802 | val_loss: 0.031176 | Time: 2109.15 ms [2022-04-12 17:53:23 main:574] : INFO : Epoch 1696 | loss: 0.0311812 | val_loss: 0.0311813 | Time: 2129.6 ms [2022-04-12 17:53:25 main:574] : INFO : Epoch 1697 | loss: 0.0311793 | val_loss: 0.0311778 | Time: 2100.08 ms [2022-04-12 17:53:27 main:574] : INFO : Epoch 1698 | loss: 0.0311774 | val_loss: 0.0311755 | Time: 2107.67 ms [2022-04-12 17:53:30 main:574] : INFO : Epoch 1699 | loss: 0.0311754 | val_loss: 0.0311752 | Time: 2129.51 ms [2022-04-12 17:53:32 main:574] : INFO : Epoch 1700 | loss: 0.0311748 | val_loss: 0.0311752 | Time: 2075.08 ms [2022-04-12 17:53:34 main:574] : INFO : Epoch 1701 | loss: 0.0311749 | val_loss: 0.0311751 | Time: 2052.18 ms [2022-04-12 17:53:36 main:574] : INFO : Epoch 1702 | loss: 0.0311747 | val_loss: 0.0311757 | Time: 2086.16 ms [2022-04-12 17:53:38 main:574] : INFO : Epoch 1703 | loss: 0.0311763 | val_loss: 0.0311794 | Time: 2108.14 ms [2022-04-12 17:53:40 main:574] : INFO : Epoch 1704 | loss: 0.0311751 | val_loss: 0.031179 | Time: 2100.67 ms [2022-04-12 17:53:43 main:574] : INFO : Epoch 1705 | loss: 0.0311747 | val_loss: 0.0311746 | Time: 2105.8 ms [2022-04-12 17:53:45 main:574] : INFO : Epoch 1706 | loss: 0.0311732 | val_loss: 0.031176 | Time: 2099.1 ms [2022-04-12 17:53:47 main:574] : INFO : Epoch 1707 | loss: 0.0311741 | val_loss: 0.0311761 | Time: 2100.45 ms [2022-04-12 17:53:49 main:574] : INFO : Epoch 1708 | loss: 0.0311743 | val_loss: 0.0311749 | Time: 2102.1 ms [2022-04-12 17:53:51 main:574] : INFO : Epoch 1709 | loss: 0.0311732 | val_loss: 0.0311755 | Time: 2123.34 ms [2022-04-12 17:53:54 main:574] : INFO : Epoch 1710 | loss: 0.0311739 | val_loss: 0.0311744 | Time: 2120.79 ms [2022-04-12 17:53:56 main:574] : INFO : Epoch 1711 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 2091.43 ms [2022-04-12 17:53:58 main:574] : INFO : Epoch 1712 | loss: 0.0311733 | val_loss: 0.0311746 | Time: 2112.95 ms [2022-04-12 17:54:00 main:574] : INFO : Epoch 1713 | loss: 0.0311721 | val_loss: 0.0311757 | Time: 2122.89 ms [2022-04-12 17:54:02 main:574] : INFO : Epoch 1714 | loss: 0.0311725 | val_loss: 0.0311749 | Time: 2132.24 ms [2022-04-12 17:54:05 main:574] : INFO : Epoch 1715 | loss: 0.0311723 | val_loss: 0.0311755 | Time: 2105.79 ms [2022-04-12 17:54:07 main:574] : INFO : Epoch 1716 | loss: 0.0311718 | val_loss: 0.0311747 | Time: 2103.3 ms [2022-04-12 17:54:09 main:574] : INFO : Epoch 1717 | loss: 0.0311734 | val_loss: 0.031175 | Time: 2143.22 ms [2022-04-12 17:54:11 main:574] : INFO : Epoch 1718 | loss: 0.0311735 | val_loss: 0.0311768 | Time: 2101.06 ms [2022-04-12 17:54:13 main:574] : INFO : Epoch 1719 | loss: 0.0311729 | val_loss: 0.0311773 | Time: 2125.48 ms [2022-04-12 17:54:16 main:574] : INFO : Epoch 1720 | loss: 0.0311731 | val_loss: 0.0311743 | Time: 2081.56 ms [2022-04-12 17:54:18 main:574] : INFO : Epoch 1721 | loss: 0.0311718 | val_loss: 0.0311766 | Time: 2101.24 ms [2022-04-12 17:54:20 main:574] : INFO : Epoch 1722 | loss: 0.0311721 | val_loss: 0.0311765 | Time: 2089.36 ms [2022-04-12 17:54:22 main:574] : INFO : Epoch 1723 | loss: 0.0311715 | val_loss: 0.0311779 | Time: 2055.16 ms [2022-04-12 17:54:24 main:574] : INFO : Epoch 1724 | loss: 0.0311723 | val_loss: 0.0311759 | Time: 2067.04 ms [2022-04-12 17:54:26 main:574] : INFO : Epoch 1725 | loss: 0.0311716 | val_loss: 0.0311758 | Time: 2104.73 ms [2022-04-12 17:54:28 main:574] : INFO : Epoch 1726 | loss: 0.0311706 | val_loss: 0.0311758 | Time: 2099.25 ms [2022-04-12 17:54:31 main:574] : INFO : Epoch 1727 | loss: 0.0311715 | val_loss: 0.0311786 | Time: 2108.67 ms [2022-04-12 17:54:33 main:574] : INFO : Epoch 1728 | loss: 0.031173 | val_loss: 0.0311802 | Time: 2093.06 ms [2022-04-12 17:54:35 main:574] : INFO : Epoch 1729 | loss: 0.0311715 | val_loss: 0.0311759 | Time: 2105.23 ms [2022-04-12 17:54:37 main:574] : INFO : Epoch 1730 | loss: 0.0311711 | val_loss: 0.0311784 | Time: 2055.29 ms [2022-04-12 17:54:39 main:574] : INFO : Epoch 1731 | loss: 0.0311712 | val_loss: 0.0311765 | Time: 2053.95 ms [2022-04-12 17:54:41 main:574] : INFO : Epoch 1732 | loss: 0.031171 | val_loss: 0.0311761 | Time: 2103.83 ms [2022-04-12 17:54:43 main:574] : INFO : Epoch 1733 | loss: 0.0311706 | val_loss: 0.0311751 | Time: 2093.68 ms [2022-04-12 17:54:46 main:574] : INFO : Epoch 1734 | loss: 0.0311702 | val_loss: 0.0311774 | Time: 2097.62 ms [2022-04-12 17:54:48 main:574] : INFO : Epoch 1735 | loss: 0.0311704 | val_loss: 0.0311767 | Time: 2126.66 ms [2022-04-12 17:54:50 main:574] : INFO : Epoch 1736 | loss: 0.031169 | val_loss: 0.0311787 | Time: 2138.87 ms [2022-04-12 17:54:52 main:574] : INFO : Epoch 1737 | loss: 0.0311715 | val_loss: 0.0311788 | Time: 2108.23 ms [2022-04-12 17:54:54 main:574] : INFO : Epoch 1738 | loss: 0.031171 | val_loss: 0.0311814 | Time: 2057.27 ms [2022-04-12 17:54:56 main:574] : INFO : Epoch 1739 | loss: 0.0311726 | val_loss: 0.0311774 | Time: 2044.08 ms [2022-04-12 17:54:59 main:574] : INFO : Epoch 1740 | loss: 0.0311718 | val_loss: 0.0311794 | Time: 2109.62 ms [2022-04-12 17:55:01 main:574] : INFO : Epoch 1741 | loss: 0.0311722 | val_loss: 0.031177 | Time: 2128.48 ms [2022-04-12 17:55:03 main:574] : INFO : Epoch 1742 | loss: 0.0311698 | val_loss: 0.0311771 | Time: 2113.91 ms [2022-04-12 17:55:05 main:574] : INFO : Epoch 1743 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 2098.11 ms [2022-04-12 17:55:07 main:574] : INFO : Epoch 1744 | loss: 0.0311691 | val_loss: 0.0311771 | Time: 2074.15 ms [2022-04-12 17:55:10 main:574] : INFO : Epoch 1745 | loss: 0.0311699 | val_loss: 0.031178 | Time: 2091.81 ms [2022-04-12 17:55:12 main:574] : INFO : Epoch 1746 | loss: 0.0311693 | val_loss: 0.0311752 | Time: 2053.17 ms [2022-04-12 17:55:14 main:574] : INFO : Epoch 1747 | loss: 0.0311689 | val_loss: 0.0311756 | Time: 2055.24 ms [2022-04-12 17:55:16 main:574] : INFO : Epoch 1748 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 2106.09 ms [2022-04-12 17:55:18 main:574] : INFO : Epoch 1749 | loss: 0.0311695 | val_loss: 0.0311783 | Time: 2082.99 ms [2022-04-12 17:55:20 main:574] : INFO : Epoch 1750 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 2104.94 ms [2022-04-12 17:55:22 main:574] : INFO : Epoch 1751 | loss: 0.0311681 | val_loss: 0.0311756 | Time: 2035.82 ms [2022-04-12 17:55:24 main:574] : INFO : Epoch 1752 | loss: 0.0311684 | val_loss: 0.0311777 | Time: 2055.44 ms [2022-04-12 17:55:26 main:574] : INFO : Epoch 1753 | loss: 0.031168 | val_loss: 0.0311757 | Time: 2052.48 ms [2022-04-12 17:55:29 main:574] : INFO : Epoch 1754 | loss: 0.031169 | val_loss: 0.0311753 | Time: 2071.57 ms [2022-04-12 17:55:31 main:574] : INFO : Epoch 1755 | loss: 0.0311676 | val_loss: 0.0311755 | Time: 2075.3 ms [2022-04-12 17:55:33 main:574] : INFO : Epoch 1756 | loss: 0.0311678 | val_loss: 0.0311752 | Time: 2092.7 ms [2022-04-12 17:55:35 main:574] : INFO : Epoch 1757 | loss: 0.0311689 | val_loss: 0.0311759 | Time: 2088.16 ms [2022-04-12 17:55:37 main:574] : INFO : Epoch 1758 | loss: 0.0311685 | val_loss: 0.0311766 | Time: 2064.39 ms [2022-04-12 17:55:39 main:574] : INFO : Epoch 1759 | loss: 0.0311693 | val_loss: 0.0311758 | Time: 2114.72 ms [2022-04-12 17:55:41 main:574] : INFO : Epoch 1760 | loss: 0.031168 | val_loss: 0.0311744 | Time: 2061.29 ms [2022-04-12 17:55:43 main:574] : INFO : Epoch 1761 | loss: 0.0311742 | val_loss: 0.0311764 | Time: 2078.83 ms [2022-04-12 17:55:46 main:574] : INFO : Epoch 1762 | loss: 0.0311762 | val_loss: 0.031176 | Time: 2095.07 ms [2022-04-12 17:55:48 main:574] : INFO : Epoch 1763 | loss: 0.0311767 | val_loss: 0.0311772 | Time: 2117.15 ms [2022-04-12 17:55:50 main:574] : INFO : Epoch 1764 | loss: 0.031177 | val_loss: 0.0311775 | Time: 2076.55 ms [2022-04-12 17:55:52 main:574] : INFO : Epoch 1765 | loss: 0.0311759 | val_loss: 0.0311774 | Time: 2111.58 ms [2022-04-12 17:55:54 main:574] : INFO : Epoch 1766 | loss: 0.0311742 | val_loss: 0.031177 | Time: 2125 ms [2022-04-12 17:55:57 main:574] : INFO : Epoch 1767 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2119.12 ms [2022-04-12 17:55:59 main:574] : INFO : Epoch 1768 | loss: 0.0311738 | val_loss: 0.031177 | Time: 2104.18 ms [2022-04-12 17:56:01 main:574] : INFO : Epoch 1769 | loss: 0.0311746 | val_loss: 0.0311768 | Time: 2112.01 ms [2022-04-12 17:56:03 main:574] : INFO : Epoch 1770 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 2128.29 ms [2022-04-12 17:56:05 main:574] : INFO : Epoch 1771 | loss: 0.0311724 | val_loss: 0.0311761 | Time: 2125.17 ms [2022-04-12 17:56:07 main:574] : INFO : Epoch 1772 | loss: 0.0311727 | val_loss: 0.0311755 | Time: 2073.5 ms [2022-04-12 17:56:10 main:574] : INFO : Epoch 1773 | loss: 0.0311728 | val_loss: 0.0311763 | Time: 2089.12 ms [2022-04-12 17:56:12 main:574] : INFO : Epoch 1774 | loss: 0.0311728 | val_loss: 0.03118 | Time: 2089.91 ms [2022-04-12 17:56:14 main:574] : INFO : Epoch 1775 | loss: 0.0311714 | val_loss: 0.0311765 | Time: 2102.13 ms [2022-04-12 17:56:16 main:574] : INFO : Epoch 1776 | loss: 0.0311702 | val_loss: 0.0311764 | Time: 2092.25 ms [2022-04-12 17:56:18 main:574] : INFO : Epoch 1777 | loss: 0.0311702 | val_loss: 0.0311784 | Time: 2084.01 ms [2022-04-12 17:56:20 main:574] : INFO : Epoch 1778 | loss: 0.0311696 | val_loss: 0.0311762 | Time: 2084.46 ms [2022-04-12 17:56:22 main:574] : INFO : Epoch 1779 | loss: 0.0311699 | val_loss: 0.0311777 | Time: 2076.37 ms [2022-04-12 17:56:25 main:574] : INFO : Epoch 1780 | loss: 0.0311715 | val_loss: 0.0311763 | Time: 2079.71 ms [2022-04-12 17:56:27 main:574] : INFO : Epoch 1781 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 2093.19 ms [2022-04-12 17:56:29 main:574] : INFO : Epoch 1782 | loss: 0.0311736 | val_loss: 0.031179 | Time: 2062.42 ms [2022-04-12 17:56:31 main:574] : INFO : Epoch 1783 | loss: 0.0311734 | val_loss: 0.0311776 | Time: 2090.07 ms [2022-04-12 17:56:33 main:574] : INFO : Epoch 1784 | loss: 0.0311725 | val_loss: 0.031176 | Time: 2063.14 ms [2022-04-12 17:56:35 main:574] : INFO : Epoch 1785 | loss: 0.0311701 | val_loss: 0.0311765 | Time: 2077.2 ms [2022-04-12 17:56:37 main:574] : INFO : Epoch 1786 | loss: 0.0311716 | val_loss: 0.031179 | Time: 2096.61 ms [2022-04-12 17:56:40 main:574] : INFO : Epoch 1787 | loss: 0.0311739 | val_loss: 0.0311779 | Time: 2110.6 ms [2022-04-12 17:56:42 main:574] : INFO : Epoch 1788 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 2118.26 ms [2022-04-12 17:56:44 main:574] : INFO : Epoch 1789 | loss: 0.0311724 | val_loss: 0.0311853 | Time: 2060.92 ms [2022-04-12 17:56:46 main:574] : INFO : Epoch 1790 | loss: 0.0311722 | val_loss: 0.0311814 | Time: 2035.64 ms [2022-04-12 17:56:48 main:574] : INFO : Epoch 1791 | loss: 0.0311728 | val_loss: 0.0311766 | Time: 2103.91 ms [2022-04-12 17:56:50 main:574] : INFO : Epoch 1792 | loss: 0.0311722 | val_loss: 0.0311747 | Time: 2085.13 ms [2022-04-12 17:56:52 main:574] : INFO : Epoch 1793 | loss: 0.0311692 | val_loss: 0.031177 | Time: 2085 ms [2022-04-12 17:56:54 main:574] : INFO : Epoch 1794 | loss: 0.0311707 | val_loss: 0.0311758 | Time: 2100.64 ms [2022-04-12 17:56:57 main:574] : INFO : Epoch 1795 | loss: 0.0311738 | val_loss: 0.0311848 | Time: 2073.8 ms [2022-04-12 17:56:59 main:574] : INFO : Epoch 1796 | loss: 0.0311702 | val_loss: 0.0311768 | Time: 2105.42 ms [2022-04-12 17:57:01 main:574] : INFO : Epoch 1797 | loss: 0.0311698 | val_loss: 0.0311766 | Time: 2077.42 ms [2022-04-12 17:57:03 main:574] : INFO : Epoch 1798 | loss: 0.031171 | val_loss: 0.0311779 | Time: 2067.64 ms [2022-04-12 17:57:05 main:574] : INFO : Epoch 1799 | loss: 0.0311686 | val_loss: 0.0311747 | Time: 2109.67 ms [2022-04-12 17:57:07 main:574] : INFO : Epoch 1800 | loss: 0.0311678 | val_loss: 0.0311754 | Time: 2089 ms [2022-04-12 17:57:09 main:574] : INFO : Epoch 1801 | loss: 0.0311719 | val_loss: 0.0311767 | Time: 2073.07 ms [2022-04-12 17:57:12 main:574] : INFO : Epoch 1802 | loss: 0.0311726 | val_loss: 0.031177 | Time: 2052.14 ms [2022-04-12 17:57:14 main:574] : INFO : Epoch 1803 | loss: 0.0311732 | val_loss: 0.0311764 | Time: 2074.81 ms [2022-04-12 17:57:16 main:574] : INFO : Epoch 1804 | loss: 0.0311716 | val_loss: 0.0311753 | Time: 2044.25 ms [2022-04-12 17:57:18 main:574] : INFO : Epoch 1805 | loss: 0.0311702 | val_loss: 0.0311757 | Time: 2034.89 ms [2022-04-12 17:57:20 main:574] : INFO : Epoch 1806 | loss: 0.0311697 | val_loss: 0.031175 | Time: 2093.12 ms [2022-04-12 17:57:22 main:574] : INFO : Epoch 1807 | loss: 0.0311699 | val_loss: 0.0311749 | Time: 2094.78 ms [2022-04-12 17:57:24 main:574] : INFO : Epoch 1808 | loss: 0.0311708 | val_loss: 0.0311777 | Time: 2060.8 ms [2022-04-12 17:57:26 main:574] : INFO : Epoch 1809 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 2082.41 ms [2022-04-12 17:57:29 main:574] : INFO : Epoch 1810 | loss: 0.0311718 | val_loss: 0.0311776 | Time: 2064.8 ms [2022-04-12 17:57:31 main:574] : INFO : Epoch 1811 | loss: 0.0311703 | val_loss: 0.0311779 | Time: 2001.21 ms [2022-04-12 17:57:33 main:574] : INFO : Epoch 1812 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 2115.35 ms [2022-04-12 17:57:35 main:574] : INFO : Epoch 1813 | loss: 0.0311683 | val_loss: 0.0311739 | Time: 2113.33 ms [2022-04-12 17:57:37 main:574] : INFO : Epoch 1814 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 1982.13 ms [2022-04-12 17:57:39 main:574] : INFO : Epoch 1815 | loss: 0.0311685 | val_loss: 0.0311751 | Time: 2040.45 ms [2022-04-12 17:57:41 main:574] : INFO : Epoch 1816 | loss: 0.0311682 | val_loss: 0.0311751 | Time: 2101.99 ms [2022-04-12 17:57:43 main:574] : INFO : Epoch 1817 | loss: 0.0311693 | val_loss: 0.031176 | Time: 2092.18 ms [2022-04-12 17:57:46 main:574] : INFO : Epoch 1818 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 2094.07 ms [2022-04-12 17:57:48 main:574] : INFO : Epoch 1819 | loss: 0.0311686 | val_loss: 0.0311738 | Time: 2106.24 ms [2022-04-12 17:57:50 main:574] : INFO : Epoch 1820 | loss: 0.0311688 | val_loss: 0.0311738 | Time: 2099.97 ms [2022-04-12 17:57:52 main:574] : INFO : Epoch 1821 | loss: 0.0311671 | val_loss: 0.0311762 | Time: 2085.86 ms [2022-04-12 17:57:54 main:574] : INFO : Epoch 1822 | loss: 0.0311685 | val_loss: 0.0311747 | Time: 2094.62 ms [2022-04-12 17:57:56 main:574] : INFO : Epoch 1823 | loss: 0.0311664 | val_loss: 0.0311757 | Time: 2073.93 ms [2022-04-12 17:57:59 main:574] : INFO : Epoch 1824 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 2133.55 ms [2022-04-12 17:58:01 main:574] : INFO : Epoch 1825 | loss: 0.0311668 | val_loss: 0.0311741 | Time: 2122.26 ms [2022-04-12 17:58:03 main:574] : INFO : Epoch 1826 | loss: 0.0311697 | val_loss: 0.0311748 | Time: 2094.42 ms [2022-04-12 17:58:05 main:574] : INFO : Epoch 1827 | loss: 0.0311723 | val_loss: 0.0311751 | Time: 2108.78 ms [2022-04-12 17:58:07 main:574] : INFO : Epoch 1828 | loss: 0.0311718 | val_loss: 0.0311789 | Time: 2028.13 ms [2022-04-12 17:58:09 main:574] : INFO : Epoch 1829 | loss: 0.0311714 | val_loss: 0.0311768 | Time: 2073.54 ms [2022-04-12 17:58:11 main:574] : INFO : Epoch 1830 | loss: 0.0311728 | val_loss: 0.0311793 | Time: 2066.16 ms [2022-04-12 17:58:14 main:574] : INFO : Epoch 1831 | loss: 0.0311723 | val_loss: 0.0311774 | Time: 2129.53 ms [2022-04-12 17:58:16 main:574] : INFO : Epoch 1832 | loss: 0.031171 | val_loss: 0.0311768 | Time: 2059.19 ms [2022-04-12 17:58:18 main:574] : INFO : Epoch 1833 | loss: 0.0311704 | val_loss: 0.031174 | Time: 2094.7 ms [2022-04-12 17:58:20 main:574] : INFO : Epoch 1834 | loss: 0.0311693 | val_loss: 0.0311745 | Time: 2118.34 ms [2022-04-12 17:58:22 main:574] : INFO : Epoch 1835 | loss: 0.0311693 | val_loss: 0.031177 | Time: 2063.32 ms [2022-04-12 17:58:25 main:574] : INFO : Epoch 1836 | loss: 0.0311704 | val_loss: 0.0311768 | Time: 2077.38 ms [2022-04-12 17:58:27 main:574] : INFO : Epoch 1837 | loss: 0.0311719 | val_loss: 0.0311743 | Time: 2028.21 ms [2022-04-12 17:58:29 main:574] : INFO : Epoch 1838 | loss: 0.0311688 | val_loss: 0.0311726 | Time: 2120.32 ms [2022-04-12 17:58:31 main:574] : INFO : Epoch 1839 | loss: 0.0311691 | val_loss: 0.0311729 | Time: 2076.95 ms [2022-04-12 17:58:33 main:574] : INFO : Epoch 1840 | loss: 0.0311681 | val_loss: 0.0311747 | Time: 2068.03 ms [2022-04-12 17:58:35 main:574] : INFO : Epoch 1841 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2062.18 ms [2022-04-12 17:58:37 main:574] : INFO : Epoch 1842 | loss: 0.0311692 | val_loss: 0.0311723 | Time: 2087.3 ms [2022-04-12 17:58:40 main:574] : INFO : Epoch 1843 | loss: 0.0311673 | val_loss: 0.0311716 | Time: 2147.68 ms [2022-04-12 17:58:42 main:574] : INFO : Epoch 1844 | loss: 0.0311674 | val_loss: 0.0311756 | Time: 2084.21 ms [2022-04-12 17:58:44 main:574] : INFO : Epoch 1845 | loss: 0.0311689 | val_loss: 0.0311736 | Time: 2111.23 ms [2022-04-12 17:58:46 main:574] : INFO : Epoch 1846 | loss: 0.0311705 | val_loss: 0.0311741 | Time: 2114.57 ms [2022-04-12 17:58:49 main:574] : INFO : Epoch 1847 | loss: 0.0311754 | val_loss: 0.0311876 | Time: 2071.23 ms [2022-04-12 17:58:51 main:574] : INFO : Epoch 1848 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 2071.21 ms [2022-04-12 17:58:53 main:574] : INFO : Epoch 1849 | loss: 0.0311852 | val_loss: 0.0311809 | Time: 2099.73 ms [2022-04-12 17:58:55 main:574] : INFO : Epoch 1850 | loss: 0.0311781 | val_loss: 0.0311793 | Time: 2111.12 ms [2022-04-12 17:58:57 main:574] : INFO : Epoch 1851 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 2170.55 ms [2022-04-12 17:59:00 main:574] : INFO : Epoch 1852 | loss: 0.0311741 | val_loss: 0.031177 | Time: 2186.11 ms [2022-04-12 17:59:02 main:574] : INFO : Epoch 1853 | loss: 0.0311719 | val_loss: 0.0311747 | Time: 2117.87 ms [2022-04-12 17:59:04 main:574] : INFO : Epoch 1854 | loss: 0.0311707 | val_loss: 0.0311746 | Time: 2097.21 ms [2022-04-12 17:59:06 main:574] : INFO : Epoch 1855 | loss: 0.0311702 | val_loss: 0.0311725 | Time: 2163.89 ms [2022-04-12 17:59:09 main:574] : INFO : Epoch 1856 | loss: 0.0311707 | val_loss: 0.0311745 | Time: 2211.11 ms [2022-04-12 17:59:11 main:574] : INFO : Epoch 1857 | loss: 0.0311713 | val_loss: 0.0311739 | Time: 2088.15 ms [2022-04-12 17:59:13 main:574] : INFO : Epoch 1858 | loss: 0.0311699 | val_loss: 0.031173 | Time: 2075.8 ms [2022-04-12 17:59:15 main:574] : INFO : Epoch 1859 | loss: 0.0311695 | val_loss: 0.0311748 | Time: 2051.37 ms [2022-04-12 17:59:17 main:574] : INFO : Epoch 1860 | loss: 0.031169 | val_loss: 0.0311752 | Time: 2096.74 ms [2022-04-12 17:59:20 main:574] : INFO : Epoch 1861 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 2076.18 ms [2022-04-12 17:59:22 main:574] : INFO : Epoch 1862 | loss: 0.0311695 | val_loss: 0.0311754 | Time: 2101.49 ms [2022-04-12 17:59:24 main:574] : INFO : Epoch 1863 | loss: 0.0311709 | val_loss: 0.0311763 | Time: 2134.75 ms [2022-04-12 17:59:26 main:574] : INFO : Epoch 1864 | loss: 0.0311713 | val_loss: 0.0311758 | Time: 2140.78 ms [2022-04-12 17:59:28 main:574] : INFO : Epoch 1865 | loss: 0.0311683 | val_loss: 0.0311747 | Time: 2180.05 ms [2022-04-12 17:59:30 main:574] : INFO : Epoch 1866 | loss: 0.0311709 | val_loss: 0.0311782 | Time: 2100.42 ms [2022-04-12 17:59:33 main:574] : INFO : Epoch 1867 | loss: 0.0311686 | val_loss: 0.0311736 | Time: 2049.99 ms [2022-04-12 17:59:35 main:574] : INFO : Epoch 1868 | loss: 0.0311681 | val_loss: 0.031173 | Time: 2159.77 ms [2022-04-12 17:59:37 main:574] : INFO : Epoch 1869 | loss: 0.0311669 | val_loss: 0.0311734 | Time: 2206.34 ms [2022-04-12 17:59:39 main:574] : INFO : Epoch 1870 | loss: 0.0311665 | val_loss: 0.0311741 | Time: 2159.15 ms [2022-04-12 17:59:41 main:574] : INFO : Epoch 1871 | loss: 0.031167 | val_loss: 0.0311726 | Time: 2123.88 ms [2022-04-12 17:59:44 main:574] : INFO : Epoch 1872 | loss: 0.0311673 | val_loss: 0.0311753 | Time: 2127.56 ms [2022-04-12 17:59:46 main:574] : INFO : Epoch 1873 | loss: 0.0311669 | val_loss: 0.0311723 | Time: 2076.5 ms [2022-04-12 17:59:48 main:574] : INFO : Epoch 1874 | loss: 0.0311674 | val_loss: 0.0311747 | Time: 2189.05 ms [2022-04-12 17:59:50 main:574] : INFO : Epoch 1875 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 2206.7 ms [2022-04-12 17:59:52 main:574] : INFO : Epoch 1876 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 2065.92 ms [2022-04-12 17:59:55 main:574] : INFO : Epoch 1877 | loss: 0.0311676 | val_loss: 0.0311739 | Time: 2084.42 ms [2022-04-12 17:59:57 main:574] : INFO : Epoch 1878 | loss: 0.0311661 | val_loss: 0.0311726 | Time: 2133.49 ms [2022-04-12 17:59:59 main:574] : INFO : Epoch 1879 | loss: 0.0311661 | val_loss: 0.0311727 | Time: 2103.17 ms [2022-04-12 18:00:01 main:574] : INFO : Epoch 1880 | loss: 0.0311655 | val_loss: 0.0311731 | Time: 2084.71 ms [2022-04-12 18:00:03 main:574] : INFO : Epoch 1881 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 2106.46 ms [2022-04-12 18:00:05 main:574] : INFO : Epoch 1882 | loss: 0.031164 | val_loss: 0.0311794 | Time: 2122.4 ms [2022-04-12 18:00:08 main:574] : INFO : Epoch 1883 | loss: 0.0311652 | val_loss: 0.0311769 | Time: 2174.83 ms [2022-04-12 18:00:10 main:574] : INFO : Epoch 1884 | loss: 0.0311643 | val_loss: 0.0311764 | Time: 2098.56 ms [2022-04-12 18:00:12 main:574] : INFO : Epoch 1885 | loss: 0.0311632 | val_loss: 0.0311798 | Time: 2132.01 ms [2022-04-12 18:00:14 main:574] : INFO : Epoch 1886 | loss: 0.0311647 | val_loss: 0.0311806 | Time: 2096.9 ms [2022-04-12 18:00:17 main:574] : INFO : Epoch 1887 | loss: 0.0311671 | val_loss: 0.0311902 | Time: 2148.97 ms [2022-04-12 18:00:19 main:574] : INFO : Epoch 1888 | loss: 0.0311662 | val_loss: 0.0311909 | Time: 2140.52 ms [2022-04-12 18:00:21 main:574] : INFO : Epoch 1889 | loss: 0.0311661 | val_loss: 0.0311828 | Time: 2193.86 ms [2022-04-12 18:00:23 main:574] : INFO : Epoch 1890 | loss: 0.0311654 | val_loss: 0.0311842 | Time: 2106.09 ms [2022-04-12 18:00:25 main:574] : INFO : Epoch 1891 | loss: 0.0311674 | val_loss: 0.0311844 | Time: 2057.05 ms [2022-04-12 18:00:28 main:574] : INFO : Epoch 1892 | loss: 0.0311641 | val_loss: 0.0311881 | Time: 2134.98 ms [2022-04-12 18:00:30 main:574] : INFO : Epoch 1893 | loss: 0.0311652 | val_loss: 0.0311866 | Time: 2173.64 ms [2022-04-12 18:00:32 main:574] : INFO : Epoch 1894 | loss: 0.0311634 | val_loss: 0.0311811 | Time: 2196.93 ms [2022-04-12 18:00:34 main:574] : INFO : Epoch 1895 | loss: 0.0311632 | val_loss: 0.0311907 | Time: 2086.97 ms [2022-04-12 18:00:37 main:574] : INFO : Epoch 1896 | loss: 0.0311623 | val_loss: 0.031191 | Time: 2071.18 ms [2022-04-12 18:00:39 main:574] : INFO : Epoch 1897 | loss: 0.0311627 | val_loss: 0.0311914 | Time: 2147.88 ms [2022-04-12 18:00:41 main:574] : INFO : Epoch 1898 | loss: 0.0311652 | val_loss: 0.0311975 | Time: 2177.49 ms [2022-04-12 18:00:43 main:574] : INFO : Epoch 1899 | loss: 0.0311666 | val_loss: 0.0311905 | Time: 2099.71 ms [2022-04-12 18:00:45 main:574] : INFO : Epoch 1900 | loss: 0.0311708 | val_loss: 0.031201 | Time: 2129.45 ms [2022-04-12 18:00:48 main:574] : INFO : Epoch 1901 | loss: 0.031173 | val_loss: 0.0311927 | Time: 2176.59 ms [2022-04-12 18:00:50 main:574] : INFO : Epoch 1902 | loss: 0.031164 | val_loss: 0.0311877 | Time: 2178.64 ms [2022-04-12 18:00:52 main:574] : INFO : Epoch 1903 | loss: 0.0311619 | val_loss: 0.0311869 | Time: 2104.96 ms [2022-04-12 18:00:54 main:574] : INFO : Epoch 1904 | loss: 0.0311621 | val_loss: 0.0311879 | Time: 2092.01 ms [2022-04-12 18:00:56 main:574] : INFO : Epoch 1905 | loss: 0.0311606 | val_loss: 0.0311917 | Time: 2113.07 ms [2022-04-12 18:00:59 main:574] : INFO : Epoch 1906 | loss: 0.031162 | val_loss: 0.0311865 | Time: 2138.2 ms [2022-04-12 18:01:01 main:574] : INFO : Epoch 1907 | loss: 0.031161 | val_loss: 0.0311873 | Time: 2041.42 ms [2022-04-12 18:01:03 main:574] : INFO : Epoch 1908 | loss: 0.0311606 | val_loss: 0.0311873 | Time: 2088.22 ms [2022-04-12 18:01:05 main:574] : INFO : Epoch 1909 | loss: 0.0311603 | val_loss: 0.0311881 | Time: 2103.91 ms [2022-04-12 18:01:07 main:574] : INFO : Epoch 1910 | loss: 0.0311599 | val_loss: 0.0311852 | Time: 2210.22 ms [2022-04-12 18:01:10 main:574] : INFO : Epoch 1911 | loss: 0.0311604 | val_loss: 0.0311854 | Time: 2150.16 ms [2022-04-12 18:01:12 main:574] : INFO : Epoch 1912 | loss: 0.0311602 | val_loss: 0.0311899 | Time: 2102.7 ms [2022-04-12 18:01:14 main:574] : INFO : Epoch 1913 | loss: 0.03116 | val_loss: 0.0311876 | Time: 2166.98 ms [2022-04-12 18:01:16 main:574] : INFO : Epoch 1914 | loss: 0.0311604 | val_loss: 0.0311827 | Time: 2123.94 ms [2022-04-12 18:01:18 main:574] : INFO : Epoch 1915 | loss: 0.0311611 | val_loss: 0.031192 | Time: 2115.73 ms [2022-04-12 18:01:21 main:574] : INFO : Epoch 1916 | loss: 0.0311615 | val_loss: 0.0311841 | Time: 2158.9 ms [2022-04-12 18:01:23 main:574] : INFO : Epoch 1917 | loss: 0.0311605 | val_loss: 0.0311913 | Time: 2131.74 ms [2022-04-12 18:01:25 main:574] : INFO : Epoch 1918 | loss: 0.0311595 | val_loss: 0.0311896 | Time: 2109.53 ms [2022-04-12 18:01:27 main:574] : INFO : Epoch 1919 | loss: 0.031159 | val_loss: 0.0311914 | Time: 2151.73 ms [2022-04-12 18:01:30 main:574] : INFO : Epoch 1920 | loss: 0.0311595 | val_loss: 0.0311922 | Time: 2104.72 ms [2022-04-12 18:01:32 main:574] : INFO : Epoch 1921 | loss: 0.0311627 | val_loss: 0.0311899 | Time: 2074.62 ms [2022-04-12 18:01:34 main:574] : INFO : Epoch 1922 | loss: 0.0311623 | val_loss: 0.0311868 | Time: 2101.02 ms [2022-04-12 18:01:36 main:574] : INFO : Epoch 1923 | loss: 0.0311633 | val_loss: 0.0311782 | Time: 2126.05 ms [2022-04-12 18:01:38 main:574] : INFO : Epoch 1924 | loss: 0.0311627 | val_loss: 0.0311743 | Time: 2176.43 ms [2022-04-12 18:01:41 main:574] : INFO : Epoch 1925 | loss: 0.0311633 | val_loss: 0.0311709 | Time: 2150.32 ms [2022-04-12 18:01:43 main:574] : INFO : Epoch 1926 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2167.24 ms [2022-04-12 18:01:45 main:574] : INFO : Epoch 1927 | loss: 0.0311611 | val_loss: 0.0311721 | Time: 2098.84 ms [2022-04-12 18:01:47 main:574] : INFO : Epoch 1928 | loss: 0.0311608 | val_loss: 0.0311732 | Time: 2121.08 ms [2022-04-12 18:01:49 main:574] : INFO : Epoch 1929 | loss: 0.0311611 | val_loss: 0.0311736 | Time: 2150.04 ms [2022-04-12 18:01:52 main:574] : INFO : Epoch 1930 | loss: 0.0311638 | val_loss: 0.0311773 | Time: 2190.07 ms [2022-04-12 18:01:54 main:574] : INFO : Epoch 1931 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 2153.49 ms [2022-04-12 18:01:56 main:574] : INFO : Epoch 1932 | loss: 0.031162 | val_loss: 0.0311775 | Time: 2140.09 ms [2022-04-12 18:01:58 main:574] : INFO : Epoch 1933 | loss: 0.0311615 | val_loss: 0.0311734 | Time: 2146.7 ms [2022-04-12 18:02:01 main:574] : INFO : Epoch 1934 | loss: 0.0311605 | val_loss: 0.0311725 | Time: 2186.74 ms [2022-04-12 18:02:03 main:574] : INFO : Epoch 1935 | loss: 0.0311612 | val_loss: 0.0311718 | Time: 2182.67 ms [2022-04-12 18:02:05 main:574] : INFO : Epoch 1936 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 2081.8 ms [2022-04-12 18:02:07 main:574] : INFO : Epoch 1937 | loss: 0.0311622 | val_loss: 0.0311718 | Time: 2118.08 ms [2022-04-12 18:02:09 main:574] : INFO : Epoch 1938 | loss: 0.0311661 | val_loss: 0.0311771 | Time: 2167.64 ms [2022-04-12 18:02:11 main:574] : INFO : Epoch 1939 | loss: 0.0311656 | val_loss: 0.0311742 | Time: 2076.66 ms [2022-04-12 18:02:14 main:574] : INFO : Epoch 1940 | loss: 0.0311631 | val_loss: 0.0311767 | Time: 2195.24 ms [2022-04-12 18:02:16 main:574] : INFO : Epoch 1941 | loss: 0.031164 | val_loss: 0.0311723 | Time: 2086.54 ms [2022-04-12 18:02:18 main:574] : INFO : Epoch 1942 | loss: 0.0311626 | val_loss: 0.0311714 | Time: 2012.79 ms [2022-04-12 18:02:20 main:574] : INFO : Epoch 1943 | loss: 0.0311619 | val_loss: 0.0311706 | Time: 2172.07 ms [2022-04-12 18:02:23 main:574] : INFO : Epoch 1944 | loss: 0.0311609 | val_loss: 0.0311708 | Time: 2214.76 ms [2022-04-12 18:02:25 main:574] : INFO : Epoch 1945 | loss: 0.0311619 | val_loss: 0.0311739 | Time: 2123.72 ms [2022-04-12 18:02:27 main:574] : INFO : Epoch 1946 | loss: 0.0311627 | val_loss: 0.0311735 | Time: 2082.96 ms [2022-04-12 18:02:29 main:574] : INFO : Epoch 1947 | loss: 0.031163 | val_loss: 0.0311747 | Time: 2095.46 ms [2022-04-12 18:02:31 main:574] : INFO : Epoch 1948 | loss: 0.0311633 | val_loss: 0.0311742 | Time: 2305.91 ms [2022-04-12 18:02:34 main:574] : INFO : Epoch 1949 | loss: 0.0311641 | val_loss: 0.0311728 | Time: 2234.53 ms [2022-04-12 18:02:36 main:574] : INFO : Epoch 1950 | loss: 0.0311612 | val_loss: 0.0311748 | Time: 2013.98 ms [2022-04-12 18:02:38 main:574] : INFO : Epoch 1951 | loss: 0.0311629 | val_loss: 0.0311756 | Time: 2099.59 ms [2022-04-12 18:02:40 main:574] : INFO : Epoch 1952 | loss: 0.0311622 | val_loss: 0.0311787 | Time: 2244.63 ms [2022-04-12 18:02:43 main:574] : INFO : Epoch 1953 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 2373.97 ms [2022-04-12 18:02:45 main:574] : INFO : Epoch 1954 | loss: 0.0311653 | val_loss: 0.0311743 | Time: 2264.5 ms [2022-04-12 18:02:47 main:574] : INFO : Epoch 1955 | loss: 0.0311642 | val_loss: 0.0311725 | Time: 2137.87 ms [2022-04-12 18:02:50 main:574] : INFO : Epoch 1956 | loss: 0.0311625 | val_loss: 0.0311733 | Time: 2227.71 ms [2022-04-12 18:02:52 main:574] : INFO : Epoch 1957 | loss: 0.0311616 | val_loss: 0.031173 | Time: 2447.55 ms [2022-04-12 18:02:55 main:574] : INFO : Epoch 1958 | loss: 0.0311606 | val_loss: 0.0311743 | Time: 2368.28 ms [2022-04-12 18:02:57 main:574] : INFO : Epoch 1959 | loss: 0.0311598 | val_loss: 0.0311718 | Time: 2452.13 ms [2022-04-12 18:03:00 main:574] : INFO : Epoch 1960 | loss: 0.0311593 | val_loss: 0.0311751 | Time: 2140.44 ms [2022-04-12 18:03:02 main:574] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.0311716 | Time: 2232.93 ms [2022-04-12 18:03:04 main:574] : INFO : Epoch 1962 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 2343.25 ms [2022-04-12 18:03:07 main:574] : INFO : Epoch 1963 | loss: 0.0311662 | val_loss: 0.031174 | Time: 2436.34 ms [2022-04-12 18:03:09 main:574] : INFO : Epoch 1964 | loss: 0.0311649 | val_loss: 0.031174 | Time: 2272.53 ms [2022-04-12 18:03:12 main:574] : INFO : Epoch 1965 | loss: 0.0311631 | val_loss: 0.0311735 | Time: 2230.83 ms [2022-04-12 18:03:14 main:574] : INFO : Epoch 1966 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 2490.44 ms [2022-04-12 18:03:17 main:574] : INFO : Epoch 1967 | loss: 0.0311622 | val_loss: 0.031173 | Time: 2514.1 ms [2022-04-12 18:03:19 main:574] : INFO : Epoch 1968 | loss: 0.0311626 | val_loss: 0.0311742 | Time: 2405.95 ms [2022-04-12 18:03:22 main:574] : INFO : Epoch 1969 | loss: 0.031165 | val_loss: 0.0311719 | Time: 2386.41 ms [2022-04-12 18:03:24 main:574] : INFO : Epoch 1970 | loss: 0.0311648 | val_loss: 0.0311768 | Time: 2499.95 ms [2022-04-12 18:03:27 main:574] : INFO : Epoch 1971 | loss: 0.0311636 | val_loss: 0.0311735 | Time: 2748.83 ms [2022-04-12 18:03:30 main:574] : INFO : Epoch 1972 | loss: 0.0311618 | val_loss: 0.0311743 | Time: 2623.37 ms [2022-04-12 18:03:32 main:574] : INFO : Epoch 1973 | loss: 0.0311623 | val_loss: 0.0311726 | Time: 2489.07 ms [2022-04-12 18:03:35 main:574] : INFO : Epoch 1974 | loss: 0.0311611 | val_loss: 0.0311729 | Time: 2279.68 ms [2022-04-12 18:03:37 main:574] : INFO : Epoch 1975 | loss: 0.03116 | val_loss: 0.0311744 | Time: 2282.47 ms [2022-04-12 18:03:40 main:574] : INFO : Epoch 1976 | loss: 0.0311605 | val_loss: 0.0311774 | Time: 2432.68 ms [2022-04-12 18:03:42 main:574] : INFO : Epoch 1977 | loss: 0.0311593 | val_loss: 0.0311746 | Time: 2574.85 ms [2022-04-12 18:03:45 main:574] : INFO : Epoch 1978 | loss: 0.0311596 | val_loss: 0.0311762 | Time: 2888.89 ms [2022-04-12 18:03:48 main:574] : INFO : Epoch 1979 | loss: 0.0311615 | val_loss: 0.0311761 | Time: 2755.09 ms [2022-04-12 18:03:51 main:574] : INFO : Epoch 1980 | loss: 0.0311613 | val_loss: 0.031174 | Time: 2512.87 ms [2022-04-12 18:03:53 main:574] : INFO : Epoch 1981 | loss: 0.0311601 | val_loss: 0.0311747 | Time: 2376.01 ms [2022-04-12 18:03:56 main:574] : INFO : Epoch 1982 | loss: 0.0311589 | val_loss: 0.0311721 | Time: 2552.9 ms [2022-04-12 18:03:59 main:574] : INFO : Epoch 1983 | loss: 0.0311596 | val_loss: 0.0311754 | Time: 2683.53 ms [2022-04-12 18:04:02 main:574] : INFO : Epoch 1984 | loss: 0.0311591 | val_loss: 0.0311727 | Time: 2756.41 ms [2022-04-12 18:04:05 main:574] : INFO : Epoch 1985 | loss: 0.0311616 | val_loss: 0.031175 | Time: 2833.95 ms [2022-04-12 18:04:08 main:574] : INFO : Epoch 1986 | loss: 0.0311637 | val_loss: 0.0311771 | Time: 2654.21 ms [2022-04-12 18:04:10 main:574] : INFO : Epoch 1987 | loss: 0.0311599 | val_loss: 0.0311742 | Time: 2478.91 ms [2022-04-12 18:04:12 main:574] : INFO : Epoch 1988 | loss: 0.0311589 | val_loss: 0.0311723 | Time: 2184.29 ms [2022-04-12 18:04:15 main:574] : INFO : Epoch 1989 | loss: 0.0311578 | val_loss: 0.0311815 | Time: 2236.22 ms [2022-04-12 18:04:17 main:574] : INFO : Epoch 1990 | loss: 0.0311589 | val_loss: 0.031173 | Time: 2114.12 ms [2022-04-12 18:04:19 main:574] : INFO : Epoch 1991 | loss: 0.0311583 | val_loss: 0.0311712 | Time: 1974.76 ms [2022-04-12 18:04:21 main:574] : INFO : Epoch 1992 | loss: 0.0311615 | val_loss: 0.0311795 | Time: 2103.67 ms [2022-04-12 18:04:23 main:574] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0312162 | Time: 2091.92 ms [2022-04-12 18:04:25 main:574] : INFO : Epoch 1994 | loss: 0.0313892 | val_loss: 0.0334966 | Time: 2056.81 ms [2022-04-12 18:04:28 main:574] : INFO : Epoch 1995 | loss: 0.0691487 | val_loss: 0.0501941 | Time: 2009.32 ms [2022-04-12 18:04:30 main:574] : INFO : Epoch 1996 | loss: 0.0405974 | val_loss: 0.0348757 | Time: 2037.92 ms [2022-04-12 18:04:32 main:574] : INFO : Epoch 1997 | loss: 0.0323894 | val_loss: 0.0313542 | Time: 2087.98 ms [2022-04-12 18:04:34 main:574] : INFO : Epoch 1998 | loss: 0.0314013 | val_loss: 0.0312583 | Time: 2107.95 ms [2022-04-12 18:04:36 main:574] : INFO : Epoch 1999 | loss: 0.0312602 | val_loss: 0.0312371 | Time: 2040.21 ms [2022-04-12 18:04:38 main:574] : INFO : Epoch 2000 | loss: 0.0312311 | val_loss: 0.0312206 | Time: 2091.06 ms [2022-04-12 18:04:40 main:574] : INFO : Epoch 2001 | loss: 0.0312181 | val_loss: 0.0312123 | Time: 2030.62 ms [2022-04-12 18:04:43 main:574] : INFO : Epoch 2002 | loss: 0.0312118 | val_loss: 0.0312068 | Time: 2071.92 ms [2022-04-12 18:04:45 main:574] : INFO : Epoch 2003 | loss: 0.0312055 | val_loss: 0.0312005 | Time: 2078.43 ms [2022-04-12 18:04:47 main:574] : INFO : Epoch 2004 | loss: 0.031201 | val_loss: 0.0311974 | Time: 2067.79 ms [2022-04-12 18:04:49 main:574] : INFO : Epoch 2005 | loss: 0.0311976 | val_loss: 0.0311941 | Time: 2083.02 ms [2022-04-12 18:04:51 main:574] : INFO : Epoch 2006 | loss: 0.0311944 | val_loss: 0.0311905 | Time: 2101.41 ms [2022-04-12 18:04:53 main:574] : INFO : Epoch 2007 | loss: 0.031191 | val_loss: 0.0311888 | Time: 2083.71 ms [2022-04-12 18:04:55 main:574] : INFO : Epoch 2008 | loss: 0.0311893 | val_loss: 0.031187 | Time: 2110.4 ms [2022-04-12 18:04:58 main:574] : INFO : Epoch 2009 | loss: 0.0311883 | val_loss: 0.0311863 | Time: 2076.82 ms [2022-04-12 18:05:00 main:574] : INFO : Epoch 2010 | loss: 0.0311874 | val_loss: 0.031186 | Time: 2076.48 ms [2022-04-12 18:05:02 main:574] : INFO : Epoch 2011 | loss: 0.0311868 | val_loss: 0.0311857 | Time: 2115.84 ms [2022-04-12 18:05:04 main:574] : INFO : Epoch 2012 | loss: 0.0311863 | val_loss: 0.0311851 | Time: 2033.96 ms [2022-04-12 18:05:06 main:574] : INFO : Epoch 2013 | loss: 0.031186 | val_loss: 0.0311848 | Time: 2007.24 ms [2022-04-12 18:05:08 main:574] : INFO : Epoch 2014 | loss: 0.0311857 | val_loss: 0.0311848 | Time: 2130.78 ms [2022-04-12 18:05:10 main:574] : INFO : Epoch 2015 | loss: 0.0311851 | val_loss: 0.0311847 | Time: 2128.05 ms [2022-04-12 18:05:12 main:574] : INFO : Epoch 2016 | loss: 0.0311848 | val_loss: 0.0311845 | Time: 2069.76 ms [2022-04-12 18:05:15 main:574] : INFO : Epoch 2017 | loss: 0.0311844 | val_loss: 0.0311847 | Time: 2035.91 ms [2022-04-12 18:05:17 main:574] : INFO : Epoch 2018 | loss: 0.0311843 | val_loss: 0.0311836 | Time: 2123.57 ms [2022-04-12 18:05:19 main:574] : INFO : Epoch 2019 | loss: 0.0311838 | val_loss: 0.0311842 | Time: 2057.33 ms [2022-04-12 18:05:21 main:574] : INFO : Epoch 2020 | loss: 0.0311837 | val_loss: 0.0311832 | Time: 2082.86 ms [2022-04-12 18:05:23 main:574] : INFO : Epoch 2021 | loss: 0.0311831 | val_loss: 0.0311834 | Time: 2115.76 ms [2022-04-12 18:05:25 main:574] : INFO : Epoch 2022 | loss: 0.0311827 | val_loss: 0.0311825 | Time: 2097.28 ms [2022-04-12 18:05:28 main:574] : INFO : Epoch 2023 | loss: 0.0311824 | val_loss: 0.0311818 | Time: 2103.06 ms [2022-04-12 18:05:30 main:574] : INFO : Epoch 2024 | loss: 0.0311817 | val_loss: 0.031181 | Time: 2108.22 ms [2022-04-12 18:05:32 main:574] : INFO : Epoch 2025 | loss: 0.0311813 | val_loss: 0.0311797 | Time: 2079.77 ms [2022-04-12 18:05:34 main:574] : INFO : Epoch 2026 | loss: 0.0311811 | val_loss: 0.0311807 | Time: 2064.78 ms [2022-04-12 18:05:36 main:574] : INFO : Epoch 2027 | loss: 0.0311815 | val_loss: 0.0311808 | Time: 2031.49 ms [2022-04-12 18:05:39 main:574] : INFO : Epoch 2028 | loss: 0.0311809 | val_loss: 0.0311801 | Time: 2078.02 ms [2022-04-12 18:05:41 main:574] : INFO : Epoch 2029 | loss: 0.0311807 | val_loss: 0.0311797 | Time: 2118.3 ms [2022-04-12 18:05:43 main:574] : INFO : Epoch 2030 | loss: 0.0311806 | val_loss: 0.0311796 | Time: 2057.42 ms [2022-04-12 18:05:45 main:574] : INFO : Epoch 2031 | loss: 0.0311806 | val_loss: 0.0311794 | Time: 2045.75 ms [2022-04-12 18:05:47 main:574] : INFO : Epoch 2032 | loss: 0.0311799 | val_loss: 0.0311782 | Time: 2225.33 ms [2022-04-12 18:05:50 main:574] : INFO : Epoch 2033 | loss: 0.0311794 | val_loss: 0.031178 | Time: 2174.64 ms [2022-04-12 18:05:52 main:574] : INFO : Epoch 2034 | loss: 0.0311785 | val_loss: 0.0311788 | Time: 2096.84 ms [2022-04-12 18:05:54 main:574] : INFO : Epoch 2035 | loss: 0.0311784 | val_loss: 0.0311779 | Time: 2098.67 ms [2022-04-12 18:05:56 main:574] : INFO : Epoch 2036 | loss: 0.0311781 | val_loss: 0.0311777 | Time: 2139.06 ms [2022-04-12 18:05:58 main:574] : INFO : Epoch 2037 | loss: 0.0311781 | val_loss: 0.03118 | Time: 2104.46 ms [2022-04-12 18:06:01 main:574] : INFO : Epoch 2038 | loss: 0.0311777 | val_loss: 0.0311783 | Time: 2108 ms [2022-04-12 18:06:03 main:574] : INFO : Epoch 2039 | loss: 0.031177 | val_loss: 0.0311788 | Time: 2224.2 ms [2022-04-12 18:06:06 main:574] : INFO : Epoch 2040 | loss: 0.0311773 | val_loss: 0.0311773 | Time: 2230.17 ms [2022-04-12 18:06:08 main:574] : INFO : Epoch 2041 | loss: 0.0311766 | val_loss: 0.0311777 | Time: 2135.73 ms [2022-04-12 18:06:10 main:574] : INFO : Epoch 2042 | loss: 0.0311766 | val_loss: 0.0311778 | Time: 2137.49 ms [2022-04-12 18:06:12 main:574] : INFO : Epoch 2043 | loss: 0.0311761 | val_loss: 0.0311784 | Time: 2185.69 ms [2022-04-12 18:06:15 main:574] : INFO : Epoch 2044 | loss: 0.0311765 | val_loss: 0.0311773 | Time: 2126.06 ms [2022-04-12 18:06:17 main:574] : INFO : Epoch 2045 | loss: 0.031176 | val_loss: 0.0311767 | Time: 2166.4 ms [2022-04-12 18:06:19 main:574] : INFO : Epoch 2046 | loss: 0.0311757 | val_loss: 0.0311768 | Time: 2133.27 ms [2022-04-12 18:06:22 main:574] : INFO : Epoch 2047 | loss: 0.0311762 | val_loss: 0.0311781 | Time: 2175.61 ms [2022-04-12 18:06:24 main:574] : INFO : Epoch 2048 | loss: 0.0311757 | val_loss: 0.0311772 | Time: 2311.11 ms [2022-04-12 18:06:24 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311772 [2022-04-12 18:06:24 main:603] : INFO : Saving end state to config to file [2022-04-12 18:06:24 main:608] : INFO : Success, exiting.. 18:06:24 (21592): 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)