Task 14590417
| Name | ParityModified-1647043871-16031-3-0_2 |
| Workunit | 10991115 |
| Created | 10 Apr 2022, 0:07:58 UTC |
| Sent | 10 Apr 2022, 0:54:52 UTC |
| Report deadline | 18 Apr 2022, 0:54:52 UTC |
| Received | 10 Apr 2022, 16:59:05 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 7870 |
| Run time | 1 hours 7 min 37 sec |
| CPU time | 1 hours 7 min 16 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 6,946.67 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.63 GB |
| Peak swap size | 3.63 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> NFO : Epoch 1542 | loss: 0.0311656 | val_loss: 0.0311724 | Time: 2088.09 ms [2022-04-10 11:41:02 main:574] : INFO : Epoch 1543 | loss: 0.0311666 | val_loss: 0.031174 | Time: 2088.98 ms [2022-04-10 11:41:04 main:574] : INFO : Epoch 1544 | loss: 0.031166 | val_loss: 0.0311732 | Time: 2085.49 ms [2022-04-10 11:41:06 main:574] : INFO : Epoch 1545 | loss: 0.0311644 | val_loss: 0.0311738 | Time: 2117.56 ms [2022-04-10 11:41:08 main:574] : INFO : Epoch 1546 | loss: 0.0311684 | val_loss: 0.0311765 | Time: 2131.84 ms [2022-04-10 11:41:10 main:574] : INFO : Epoch 1547 | loss: 0.0311634 | val_loss: 0.0311743 | Time: 2069.86 ms [2022-04-10 11:41:12 main:574] : INFO : Epoch 1548 | loss: 0.0311628 | val_loss: 0.031174 | Time: 2068.98 ms [2022-04-10 11:41:14 main:574] : INFO : Epoch 1549 | loss: 0.0311627 | val_loss: 0.0311751 | Time: 2026.07 ms [2022-04-10 11:41:16 main:574] : INFO : Epoch 1550 | loss: 0.0311636 | val_loss: 0.0311757 | Time: 2070.67 ms [2022-04-10 11:41:18 main:574] : INFO : Epoch 1551 | loss: 0.0311634 | val_loss: 0.031175 | Time: 2085.04 ms [2022-04-10 11:41:21 main:574] : INFO : Epoch 1552 | loss: 0.0311631 | val_loss: 0.0311743 | Time: 2089.49 ms [2022-04-10 11:41:23 main:574] : INFO : Epoch 1553 | loss: 0.0311648 | val_loss: 0.0311749 | Time: 2068.08 ms [2022-04-10 11:41:25 main:574] : INFO : Epoch 1554 | loss: 0.0311662 | val_loss: 0.0311754 | Time: 2080.05 ms [2022-04-10 11:41:27 main:574] : INFO : Epoch 1555 | loss: 0.0311674 | val_loss: 0.0311769 | Time: 2056.81 ms [2022-04-10 11:41:29 main:574] : INFO : Epoch 1556 | loss: 0.0311653 | val_loss: 0.031172 | Time: 2069.27 ms [2022-04-10 11:41:31 main:574] : INFO : Epoch 1557 | loss: 0.0311646 | val_loss: 0.0311739 | Time: 2091.79 ms [2022-04-10 11:41:33 main:574] : INFO : Epoch 1558 | loss: 0.0311643 | val_loss: 0.0311716 | Time: 1988.87 ms [2022-04-10 11:41:35 main:574] : INFO : Epoch 1559 | loss: 0.0311635 | val_loss: 0.0311774 | Time: 2058.36 ms [2022-04-10 11:41:37 main:574] : INFO : Epoch 1560 | loss: 0.031163 | val_loss: 0.0311752 | Time: 2060.7 ms [2022-04-10 11:41:39 main:574] : INFO : Epoch 1561 | loss: 0.0311628 | val_loss: 0.0311785 | Time: 2030.31 ms [2022-04-10 11:41:41 main:574] : INFO : Epoch 1562 | loss: 0.0311637 | val_loss: 0.0311732 | Time: 2044.79 ms [2022-04-10 11:41:43 main:574] : INFO : Epoch 1563 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 2109.54 ms [2022-04-10 11:41:45 main:574] : INFO : Epoch 1564 | loss: 0.0311705 | val_loss: 0.0311799 | Time: 2091.92 ms [2022-04-10 11:41:47 main:574] : INFO : Epoch 1565 | loss: 0.031175 | val_loss: 0.0311776 | Time: 2078.45 ms [2022-04-10 11:41:50 main:574] : INFO : Epoch 1566 | loss: 0.0311737 | val_loss: 0.0311795 | Time: 2126.84 ms [2022-04-10 11:41:52 main:574] : INFO : Epoch 1567 | loss: 0.0311738 | val_loss: 0.0311743 | Time: 2064.85 ms [2022-04-10 11:41:54 main:574] : INFO : Epoch 1568 | loss: 0.0311733 | val_loss: 0.0311758 | Time: 2093.05 ms [2022-04-10 11:41:56 main:574] : INFO : Epoch 1569 | loss: 0.0311717 | val_loss: 0.0311763 | Time: 2174.91 ms [2022-04-10 11:41:58 main:574] : INFO : Epoch 1570 | loss: 0.0311713 | val_loss: 0.0311765 | Time: 2052.41 ms [2022-04-10 11:42:00 main:574] : INFO : Epoch 1571 | loss: 0.0311717 | val_loss: 0.031181 | Time: 2108.53 ms [2022-04-10 11:42:02 main:574] : INFO : Epoch 1572 | loss: 0.031172 | val_loss: 0.0311785 | Time: 2095.84 ms [2022-04-10 11:42:04 main:574] : INFO : Epoch 1573 | loss: 0.0311709 | val_loss: 0.0311765 | Time: 2092.04 ms [2022-04-10 11:42:06 main:574] : INFO : Epoch 1574 | loss: 0.0311707 | val_loss: 0.0311774 | Time: 2019.95 ms [2022-04-10 11:42:08 main:574] : INFO : Epoch 1575 | loss: 0.0311686 | val_loss: 0.0311761 | Time: 2023.17 ms [2022-04-10 11:42:10 main:574] : INFO : Epoch 1576 | loss: 0.0311699 | val_loss: 0.0311765 | Time: 2069.09 ms [2022-04-10 11:42:12 main:574] : INFO : Epoch 1577 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 2081.93 ms [2022-04-10 11:42:15 main:574] : INFO : Epoch 1578 | loss: 0.0311714 | val_loss: 0.031177 | Time: 2086.54 ms [2022-04-10 11:42:17 main:574] : INFO : Epoch 1579 | loss: 0.031172 | val_loss: 0.0311794 | Time: 2108.32 ms [2022-04-10 11:42:19 main:574] : INFO : Epoch 1580 | loss: 0.0311736 | val_loss: 0.0311875 | Time: 2101.26 ms [2022-04-10 11:42:21 main:574] : INFO : Epoch 1581 | loss: 0.0311741 | val_loss: 0.031178 | Time: 2103.69 ms [2022-04-10 11:42:23 main:574] : INFO : Epoch 1582 | loss: 0.0311719 | val_loss: 0.0311722 | Time: 2012.22 ms [2022-04-10 11:42:25 main:574] : INFO : Epoch 1583 | loss: 0.0311691 | val_loss: 0.0311741 | Time: 2093.77 ms [2022-04-10 11:42:27 main:574] : INFO : Epoch 1584 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 1990.2 ms [2022-04-10 11:42:29 main:574] : INFO : Epoch 1585 | loss: 0.031169 | val_loss: 0.0311717 | Time: 2076.55 ms [2022-04-10 11:42:31 main:574] : INFO : Epoch 1586 | loss: 0.0311674 | val_loss: 0.0311722 | Time: 2083.58 ms [2022-04-10 11:42:33 main:574] : INFO : Epoch 1587 | loss: 0.0311677 | val_loss: 0.0311743 | Time: 2081.98 ms [2022-04-10 11:42:35 main:574] : INFO : Epoch 1588 | loss: 0.0311679 | val_loss: 0.0311708 | Time: 2045.7 ms [2022-04-10 11:42:37 main:574] : INFO : Epoch 1589 | loss: 0.0311678 | val_loss: 0.0311726 | Time: 2051.62 ms [2022-04-10 11:42:39 main:574] : INFO : Epoch 1590 | loss: 0.0311686 | val_loss: 0.0311745 | Time: 2089.45 ms [2022-04-10 11:42:41 main:574] : INFO : Epoch 1591 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 2038.78 ms [2022-04-10 11:42:44 main:574] : INFO : Epoch 1592 | loss: 0.0311727 | val_loss: 0.0311817 | Time: 2065.41 ms [2022-04-10 11:42:46 main:574] : INFO : Epoch 1593 | loss: 0.0311711 | val_loss: 0.0311733 | Time: 2038.44 ms [2022-04-10 11:42:48 main:574] : INFO : Epoch 1594 | loss: 0.0311709 | val_loss: 0.0311736 | Time: 2036.01 ms [2022-04-10 11:42:50 main:574] : INFO : Epoch 1595 | loss: 0.0311705 | val_loss: 0.0311756 | Time: 2066.35 ms [2022-04-10 11:42:52 main:574] : INFO : Epoch 1596 | loss: 0.0311715 | val_loss: 0.0311731 | Time: 2111.62 ms [2022-04-10 11:42:54 main:574] : INFO : Epoch 1597 | loss: 0.0311696 | val_loss: 0.0311747 | Time: 2087.85 ms [2022-04-10 11:42:56 main:574] : INFO : Epoch 1598 | loss: 0.0311692 | val_loss: 0.0311738 | Time: 2032.77 ms [2022-04-10 11:42:58 main:574] : INFO : Epoch 1599 | loss: 0.03117 | val_loss: 0.0311737 | Time: 2038.35 ms [2022-04-10 11:43:00 main:574] : INFO : Epoch 1600 | loss: 0.0311691 | val_loss: 0.0311746 | Time: 2112.91 ms [2022-04-10 11:43:02 main:574] : INFO : Epoch 1601 | loss: 0.0311708 | val_loss: 0.0311784 | Time: 2079.51 ms [2022-04-10 11:43:04 main:574] : INFO : Epoch 1602 | loss: 0.0311686 | val_loss: 0.0311724 | Time: 1972.79 ms [2022-04-10 11:43:06 main:574] : INFO : Epoch 1603 | loss: 0.0311712 | val_loss: 0.0311748 | Time: 2084.04 ms [2022-04-10 11:43:08 main:574] : INFO : Epoch 1604 | loss: 0.0311692 | val_loss: 0.0311761 | Time: 2103.56 ms [2022-04-10 11:43:10 main:574] : INFO : Epoch 1605 | loss: 0.0311704 | val_loss: 0.0311775 | Time: 2022.95 ms [2022-04-10 11:43:12 main:574] : INFO : Epoch 1606 | loss: 0.0311688 | val_loss: 0.0311755 | Time: 2002.48 ms [2022-04-10 11:43:14 main:574] : INFO : Epoch 1607 | loss: 0.0311695 | val_loss: 0.0311739 | Time: 2071.37 ms [2022-04-10 11:43:17 main:574] : INFO : Epoch 1608 | loss: 0.0311684 | val_loss: 0.0311751 | Time: 2092.05 ms [2022-04-10 11:43:19 main:574] : INFO : Epoch 1609 | loss: 0.0311685 | val_loss: 0.0311738 | Time: 2028.8 ms [2022-04-10 11:43:21 main:574] : INFO : Epoch 1610 | loss: 0.0311686 | val_loss: 0.0311748 | Time: 2048.2 ms [2022-04-10 11:43:23 main:574] : INFO : Epoch 1611 | loss: 0.0311688 | val_loss: 0.0311728 | Time: 2109.13 ms [2022-04-10 11:43:25 main:574] : INFO : Epoch 1612 | loss: 0.0311691 | val_loss: 0.0311778 | Time: 2102.66 ms [2022-04-10 11:43:27 main:574] : INFO : Epoch 1613 | loss: 0.0311709 | val_loss: 0.031174 | Time: 2050.18 ms [2022-04-10 11:43:29 main:574] : INFO : Epoch 1614 | loss: 0.0311694 | val_loss: 0.0311788 | Time: 2041.64 ms [2022-04-10 11:43:31 main:574] : INFO : Epoch 1615 | loss: 0.031171 | val_loss: 0.0311726 | Time: 2075.06 ms [2022-04-10 11:43:33 main:574] : INFO : Epoch 1616 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 1985.74 ms [2022-04-10 11:43:35 main:574] : INFO : Epoch 1617 | loss: 0.0311661 | val_loss: 0.0311766 | Time: 2127.38 ms [2022-04-10 11:43:37 main:574] : INFO : Epoch 1618 | loss: 0.0311685 | val_loss: 0.0311769 | Time: 2090.5 ms [2022-04-10 11:43:39 main:574] : INFO : Epoch 1619 | loss: 0.0311689 | val_loss: 0.0311737 | Time: 2113.78 ms [2022-04-10 11:43:42 main:574] : INFO : Epoch 1620 | loss: 0.0311685 | val_loss: 0.0311739 | Time: 2123.56 ms [2022-04-10 11:43:44 main:574] : INFO : Epoch 1621 | loss: 0.0311691 | val_loss: 0.0311717 | Time: 2062.43 ms [2022-04-10 11:43:46 main:574] : INFO : Epoch 1622 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 2173.91 ms [2022-04-10 11:43:48 main:574] : INFO : Epoch 1623 | loss: 0.0311663 | val_loss: 0.0311774 | Time: 2065.81 ms [2022-04-10 11:43:50 main:574] : INFO : Epoch 1624 | loss: 0.0311664 | val_loss: 0.0311721 | Time: 2109.93 ms [2022-04-10 11:43:52 main:574] : INFO : Epoch 1625 | loss: 0.0311673 | val_loss: 0.0311722 | Time: 2123.18 ms [2022-04-10 11:43:54 main:574] : INFO : Epoch 1626 | loss: 0.0311671 | val_loss: 0.0311747 | Time: 2144.55 ms [2022-04-10 11:43:56 main:574] : INFO : Epoch 1627 | loss: 0.0311692 | val_loss: 0.0311728 | Time: 2052.22 ms [2022-04-10 11:43:58 main:574] : INFO : Epoch 1628 | loss: 0.03117 | val_loss: 0.0311729 | Time: 2107.76 ms [2022-04-10 11:44:01 main:574] : INFO : Epoch 1629 | loss: 0.0311683 | val_loss: 0.0311704 | Time: 2117.43 ms [2022-04-10 11:44:03 main:574] : INFO : Epoch 1630 | loss: 0.0311681 | val_loss: 0.0311751 | Time: 2079.83 ms [2022-04-10 11:44:05 main:574] : INFO : Epoch 1631 | loss: 0.0311708 | val_loss: 0.0311694 | Time: 1994.67 ms [2022-04-10 11:44:07 main:574] : INFO : Epoch 1632 | loss: 0.0311682 | val_loss: 0.0311714 | Time: 2128.8 ms [2022-04-10 11:44:09 main:574] : INFO : Epoch 1633 | loss: 0.0311688 | val_loss: 0.0311727 | Time: 2172.18 ms [2022-04-10 11:44:11 main:574] : INFO : Epoch 1634 | loss: 0.0311723 | val_loss: 0.031178 | Time: 1990.22 ms [2022-04-10 11:44:13 main:574] : INFO : Epoch 1635 | loss: 0.0311699 | val_loss: 0.0311707 | Time: 2084.67 ms [2022-04-10 11:44:15 main:574] : INFO : Epoch 1636 | loss: 0.031166 | val_loss: 0.031171 | Time: 2044.99 ms [2022-04-10 11:44:17 main:574] : INFO : Epoch 1637 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 2051.48 ms [2022-04-10 11:44:19 main:574] : INFO : Epoch 1638 | loss: 0.0311669 | val_loss: 0.0311703 | Time: 2096.85 ms [2022-04-10 11:44:21 main:574] : INFO : Epoch 1639 | loss: 0.0311658 | val_loss: 0.0311722 | Time: 2051.06 ms [2022-04-10 11:44:23 main:574] : INFO : Epoch 1640 | loss: 0.031167 | val_loss: 0.0311707 | Time: 2082.15 ms [2022-04-10 11:44:25 main:574] : INFO : Epoch 1641 | loss: 0.0311693 | val_loss: 0.0311684 | Time: 2134.78 ms [2022-04-10 11:44:28 main:574] : INFO : Epoch 1642 | loss: 0.0311685 | val_loss: 0.0311712 | Time: 2114.1 ms [2022-04-10 11:44:30 main:574] : INFO : Epoch 1643 | loss: 0.0311662 | val_loss: 0.0311706 | Time: 2069.18 ms [2022-04-10 11:44:32 main:574] : INFO : Epoch 1644 | loss: 0.0311648 | val_loss: 0.0311676 | Time: 2074.99 ms [2022-04-10 11:44:34 main:574] : INFO : Epoch 1645 | loss: 0.0311646 | val_loss: 0.0311694 | Time: 2093.88 ms [2022-04-10 11:44:36 main:574] : INFO : Epoch 1646 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 2001.63 ms [2022-04-10 11:44:38 main:574] : INFO : Epoch 1647 | loss: 0.0311706 | val_loss: 0.0311685 | Time: 2032.65 ms [2022-04-10 11:44:40 main:574] : INFO : Epoch 1648 | loss: 0.0311679 | val_loss: 0.0311694 | Time: 2062.4 ms [2022-04-10 11:44:42 main:574] : INFO : Epoch 1649 | loss: 0.0311653 | val_loss: 0.0311698 | Time: 2115.53 ms [2022-04-10 11:44:44 main:574] : INFO : Epoch 1650 | loss: 0.0311642 | val_loss: 0.0311703 | Time: 2092.25 ms [2022-04-10 11:44:46 main:574] : INFO : Epoch 1651 | loss: 0.0311634 | val_loss: 0.0311687 | Time: 2118.24 ms [2022-04-10 11:44:48 main:574] : INFO : Epoch 1652 | loss: 0.0311616 | val_loss: 0.0311703 | Time: 2053.96 ms [2022-04-10 11:44:50 main:574] : INFO : Epoch 1653 | loss: 0.031164 | val_loss: 0.0311759 | Time: 2078.61 ms [2022-04-10 11:44:52 main:574] : INFO : Epoch 1654 | loss: 0.0311642 | val_loss: 0.0311701 | Time: 2036.05 ms [2022-04-10 11:44:55 main:574] : INFO : Epoch 1655 | loss: 0.0311638 | val_loss: 0.0311691 | Time: 2092.48 ms [2022-04-10 11:44:57 main:574] : INFO : Epoch 1656 | loss: 0.0311613 | val_loss: 0.0311692 | Time: 2037.34 ms [2022-04-10 11:44:59 main:574] : INFO : Epoch 1657 | loss: 0.0311625 | val_loss: 0.0311709 | Time: 2083.52 ms [2022-04-10 11:45:01 main:574] : INFO : Epoch 1658 | loss: 0.0311617 | val_loss: 0.0311695 | Time: 2134.42 ms [2022-04-10 11:45:03 main:574] : INFO : Epoch 1659 | loss: 0.0311626 | val_loss: 0.0311679 | Time: 2062.41 ms [2022-04-10 11:45:05 main:574] : INFO : Epoch 1660 | loss: 0.0311636 | val_loss: 0.0311697 | Time: 2039.49 ms [2022-04-10 11:45:07 main:574] : INFO : Epoch 1661 | loss: 0.0311617 | val_loss: 0.0311679 | Time: 2107.6 ms [2022-04-10 11:45:09 main:574] : INFO : Epoch 1662 | loss: 0.0311624 | val_loss: 0.0311709 | Time: 2125.91 ms [2022-04-10 11:45:11 main:574] : INFO : Epoch 1663 | loss: 0.0311651 | val_loss: 0.0311728 | Time: 2086.28 ms [2022-04-10 11:45:13 main:574] : INFO : Epoch 1664 | loss: 0.0311628 | val_loss: 0.0311706 | Time: 2040.96 ms [2022-04-10 11:45:15 main:574] : INFO : Epoch 1665 | loss: 0.031164 | val_loss: 0.0311776 | Time: 2102.75 ms [2022-04-10 11:45:18 main:574] : INFO : Epoch 1666 | loss: 0.0311618 | val_loss: 0.0311725 | Time: 2041.95 ms [2022-04-10 11:45:20 main:574] : INFO : Epoch 1667 | loss: 0.0311619 | val_loss: 0.0311764 | Time: 2047.19 ms [2022-04-10 11:45:22 main:574] : INFO : Epoch 1668 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 2109.22 ms [2022-04-10 11:45:24 main:574] : INFO : Epoch 1669 | loss: 0.0311611 | val_loss: 0.0311764 | Time: 2050.84 ms [2022-04-10 11:45:26 main:574] : INFO : Epoch 1670 | loss: 0.0311605 | val_loss: 0.0311722 | Time: 2092.94 ms [2022-04-10 11:45:28 main:574] : INFO : Epoch 1671 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 2075.88 ms [2022-04-10 11:45:30 main:574] : INFO : Epoch 1672 | loss: 0.0311612 | val_loss: 0.0311714 | Time: 2017.34 ms [2022-04-10 11:45:32 main:574] : INFO : Epoch 1673 | loss: 0.0311593 | val_loss: 0.0311729 | Time: 2045.9 ms [2022-04-10 11:45:34 main:574] : INFO : Epoch 1674 | loss: 0.0311592 | val_loss: 0.0311728 | Time: 2141.55 ms [2022-04-10 11:45:36 main:574] : INFO : Epoch 1675 | loss: 0.0311594 | val_loss: 0.0311709 | Time: 2022.99 ms [2022-04-10 11:45:38 main:574] : INFO : Epoch 1676 | loss: 0.0311587 | val_loss: 0.031175 | Time: 2042.48 ms [2022-04-10 11:45:40 main:574] : INFO : Epoch 1677 | loss: 0.0311592 | val_loss: 0.0311694 | Time: 2093.76 ms [2022-04-10 11:45:42 main:574] : INFO : Epoch 1678 | loss: 0.0311603 | val_loss: 0.0311723 | Time: 2082.08 ms [2022-04-10 11:45:44 main:574] : INFO : Epoch 1679 | loss: 0.031163 | val_loss: 0.0311716 | Time: 2061.14 ms [2022-04-10 11:45:47 main:574] : INFO : Epoch 1680 | loss: 0.0311595 | val_loss: 0.0311738 | Time: 2059.63 ms [2022-04-10 11:45:49 main:574] : INFO : Epoch 1681 | loss: 0.0311656 | val_loss: 0.0311736 | Time: 2005.69 ms [2022-04-10 11:45:51 main:574] : INFO : Epoch 1682 | loss: 0.0311627 | val_loss: 0.0311742 | Time: 2181.19 ms [2022-04-10 11:45:53 main:574] : INFO : Epoch 1683 | loss: 0.0311592 | val_loss: 0.0311714 | Time: 2131.16 ms [2022-04-10 11:45:55 main:574] : INFO : Epoch 1684 | loss: 0.031159 | val_loss: 0.0311708 | Time: 2019.51 ms [2022-04-10 11:45:57 main:574] : INFO : Epoch 1685 | loss: 0.0311576 | val_loss: 0.0311743 | Time: 2076.91 ms [2022-04-10 11:45:59 main:574] : INFO : Epoch 1686 | loss: 0.0311594 | val_loss: 0.0311717 | Time: 2068.48 ms [2022-04-10 11:46:01 main:574] : INFO : Epoch 1687 | loss: 0.0311568 | val_loss: 0.0311708 | Time: 2060.39 ms [2022-04-10 11:46:03 main:574] : INFO : Epoch 1688 | loss: 0.0311581 | val_loss: 0.0311737 | Time: 2103.65 ms [2022-04-10 11:46:05 main:574] : INFO : Epoch 1689 | loss: 0.0311584 | val_loss: 0.0311721 | Time: 2069.48 ms [2022-04-10 11:46:07 main:574] : INFO : Epoch 1690 | loss: 0.0311628 | val_loss: 0.0311725 | Time: 2082.35 ms [2022-04-10 11:46:09 main:574] : INFO : Epoch 1691 | loss: 0.0311618 | val_loss: 0.0311702 | Time: 2009.58 ms [2022-04-10 11:46:11 main:574] : INFO : Epoch 1692 | loss: 0.0311639 | val_loss: 0.031171 | Time: 2089.96 ms [2022-04-10 11:46:14 main:574] : INFO : Epoch 1693 | loss: 0.0311609 | val_loss: 0.0311699 | Time: 2069.22 ms [2022-04-10 11:46:16 main:574] : INFO : Epoch 1694 | loss: 0.0311611 | val_loss: 0.0311711 | Time: 2094.08 ms [2022-04-10 11:46:18 main:574] : INFO : Epoch 1695 | loss: 0.0311607 | val_loss: 0.0311702 | Time: 1994.61 ms [2022-04-10 11:46:20 main:574] : INFO : Epoch 1696 | loss: 0.0311591 | val_loss: 0.0311714 | Time: 2114.42 ms [2022-04-10 11:46:22 main:574] : INFO : Epoch 1697 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 2101.86 ms [2022-04-10 11:46:24 main:574] : INFO : Epoch 1698 | loss: 0.0311615 | val_loss: 0.0311715 | Time: 2100.13 ms [2022-04-10 11:46:26 main:574] : INFO : Epoch 1699 | loss: 0.0311615 | val_loss: 0.0311711 | Time: 2168.82 ms [2022-04-10 11:46:28 main:574] : INFO : Epoch 1700 | loss: 0.0311598 | val_loss: 0.0311697 | Time: 2135.26 ms [2022-04-10 11:46:30 main:574] : INFO : Epoch 1701 | loss: 0.0311599 | val_loss: 0.0311705 | Time: 2064.28 ms [2022-04-10 11:46:32 main:574] : INFO : Epoch 1702 | loss: 0.0311598 | val_loss: 0.0311791 | Time: 2100.55 ms [2022-04-10 11:46:35 main:574] : INFO : Epoch 1703 | loss: 0.0311622 | val_loss: 0.0311708 | Time: 2074.5 ms [2022-04-10 11:46:37 main:574] : INFO : Epoch 1704 | loss: 0.03116 | val_loss: 0.0311702 | Time: 2091.53 ms [2022-04-10 11:46:39 main:574] : INFO : Epoch 1705 | loss: 0.0311576 | val_loss: 0.0311691 | Time: 2093.79 ms [2022-04-10 11:46:41 main:574] : INFO : Epoch 1706 | loss: 0.0311596 | val_loss: 0.031172 | Time: 2099.72 ms [2022-04-10 11:46:43 main:574] : INFO : Epoch 1707 | loss: 0.031159 | val_loss: 0.0311727 | Time: 2134.37 ms [2022-04-10 11:46:45 main:574] : INFO : Epoch 1708 | loss: 0.0311603 | val_loss: 0.0311751 | Time: 2107.48 ms [2022-04-10 11:46:47 main:574] : INFO : Epoch 1709 | loss: 0.0311631 | val_loss: 0.0311744 | Time: 2121.77 ms [2022-04-10 11:46:49 main:574] : INFO : Epoch 1710 | loss: 0.0311663 | val_loss: 0.0311808 | Time: 2075.05 ms [2022-04-10 11:46:51 main:574] : INFO : Epoch 1711 | loss: 0.0311758 | val_loss: 0.0311788 | Time: 2170.65 ms [2022-04-10 11:46:54 main:574] : INFO : Epoch 1712 | loss: 0.0311651 | val_loss: 0.0311729 | Time: 2053.67 ms [2022-04-10 11:46:56 main:574] : INFO : Epoch 1713 | loss: 0.0311621 | val_loss: 0.0311701 | Time: 2097.22 ms [2022-04-10 11:46:58 main:574] : INFO : Epoch 1714 | loss: 0.0311613 | val_loss: 0.03117 | Time: 2029.38 ms [2022-04-10 11:47:00 main:574] : INFO : Epoch 1715 | loss: 0.0311606 | val_loss: 0.0311729 | Time: 2091.42 ms [2022-04-10 11:47:02 main:574] : INFO : Epoch 1716 | loss: 0.0311608 | val_loss: 0.0311746 | Time: 2061.95 ms [2022-04-10 11:47:04 main:574] : INFO : Epoch 1717 | loss: 0.0311622 | val_loss: 0.0311702 | Time: 2066.14 ms [2022-04-10 11:47:06 main:574] : INFO : Epoch 1718 | loss: 0.0311625 | val_loss: 0.0311727 | Time: 2137.3 ms [2022-04-10 11:47:08 main:574] : INFO : Epoch 1719 | loss: 0.0311596 | val_loss: 0.0311722 | Time: 2089.12 ms [2022-04-10 11:47:10 main:574] : INFO : Epoch 1720 | loss: 0.0311602 | val_loss: 0.0311709 | Time: 2104.42 ms [2022-04-10 11:47:12 main:574] : INFO : Epoch 1721 | loss: 0.0311595 | val_loss: 0.0311715 | Time: 2069.69 ms [2022-04-10 11:47:14 main:574] : INFO : Epoch 1722 | loss: 0.0311595 | val_loss: 0.0311708 | Time: 2036.14 ms [2022-04-10 11:47:16 main:574] : INFO : Epoch 1723 | loss: 0.0311587 | val_loss: 0.0311737 | Time: 2107.89 ms [2022-04-10 11:47:19 main:574] : INFO : Epoch 1724 | loss: 0.0311593 | val_loss: 0.0311695 | Time: 2098.34 ms [2022-04-10 11:47:21 main:574] : INFO : Epoch 1725 | loss: 0.0311598 | val_loss: 0.0311824 | Time: 2072.09 ms [2022-04-10 11:47:23 main:574] : INFO : Epoch 1726 | loss: 0.0311587 | val_loss: 0.0311692 | Time: 2120.49 ms [2022-04-10 11:47:25 main:574] : INFO : Epoch 1727 | loss: 0.0311578 | val_loss: 0.0311708 | Time: 2134.17 ms [2022-04-10 11:47:27 main:574] : INFO : Epoch 1728 | loss: 0.0311578 | val_loss: 0.03117 | Time: 2069.65 ms [2022-04-10 11:47:29 main:574] : INFO : Epoch 1729 | loss: 0.0311572 | val_loss: 0.0311705 | Time: 2033.49 ms [2022-04-10 11:47:31 main:574] : INFO : Epoch 1730 | loss: 0.0311593 | val_loss: 0.0311707 | Time: 2168.1 ms [2022-04-10 11:47:33 main:574] : INFO : Epoch 1731 | loss: 0.0311589 | val_loss: 0.0311697 | Time: 2018.42 ms [2022-04-10 11:47:35 main:574] : INFO : Epoch 1732 | loss: 0.0311606 | val_loss: 0.0311773 | Time: 2096.53 ms [2022-04-10 11:47:37 main:574] : INFO : Epoch 1733 | loss: 0.0311587 | val_loss: 0.0311677 | Time: 2038.06 ms [2022-04-10 11:47:39 main:574] : INFO : Epoch 1734 | loss: 0.0311572 | val_loss: 0.0311709 | Time: 2039.34 ms [2022-04-10 11:47:41 main:574] : INFO : Epoch 1735 | loss: 0.0311568 | val_loss: 0.0311729 | Time: 2051.96 ms [2022-04-10 11:47:44 main:574] : INFO : Epoch 1736 | loss: 0.0311558 | val_loss: 0.0311707 | Time: 2091.26 ms [2022-04-10 11:47:46 main:574] : INFO : Epoch 1737 | loss: 0.0311567 | val_loss: 0.0311724 | Time: 2096.85 ms [2022-04-10 11:47:48 main:574] : INFO : Epoch 1738 | loss: 0.0311568 | val_loss: 0.0311684 | Time: 2081.8 ms [2022-04-10 11:47:50 main:574] : INFO : Epoch 1739 | loss: 0.0311594 | val_loss: 0.0311787 | Time: 2057.2 ms [2022-04-10 11:47:52 main:574] : INFO : Epoch 1740 | loss: 0.0311601 | val_loss: 0.0311684 | Time: 2063.93 ms [2022-04-10 11:47:54 main:574] : INFO : Epoch 1741 | loss: 0.0311555 | val_loss: 0.0311705 | Time: 2052.8 ms [2022-04-10 11:47:56 main:574] : INFO : Epoch 1742 | loss: 0.031156 | val_loss: 0.0311705 | Time: 2070.58 ms [2022-04-10 11:47:58 main:574] : INFO : Epoch 1743 | loss: 0.0311559 | val_loss: 0.0311715 | Time: 2111.49 ms [2022-04-10 11:48:00 main:574] : INFO : Epoch 1744 | loss: 0.031157 | val_loss: 0.0311766 | Time: 2059.36 ms [2022-04-10 11:48:02 main:574] : INFO : Epoch 1745 | loss: 0.031164 | val_loss: 0.031179 | Time: 2161.92 ms [2022-04-10 11:48:04 main:574] : INFO : Epoch 1746 | loss: 0.0311586 | val_loss: 0.0311708 | Time: 2101.07 ms [2022-04-10 11:48:06 main:574] : INFO : Epoch 1747 | loss: 0.0311558 | val_loss: 0.0311691 | Time: 2002.25 ms [2022-04-10 11:48:09 main:574] : INFO : Epoch 1748 | loss: 0.0311572 | val_loss: 0.0311741 | Time: 2109.36 ms [2022-04-10 11:48:11 main:574] : INFO : Epoch 1749 | loss: 0.0311575 | val_loss: 0.0311733 | Time: 2119.73 ms [2022-04-10 11:48:13 main:574] : INFO : Epoch 1750 | loss: 0.0311578 | val_loss: 0.031176 | Time: 2143.69 ms [2022-04-10 11:48:15 main:574] : INFO : Epoch 1751 | loss: 0.0311568 | val_loss: 0.0311688 | Time: 2060.76 ms [2022-04-10 11:48:17 main:574] : INFO : Epoch 1752 | loss: 0.0311548 | val_loss: 0.0311691 | Time: 2075.52 ms [2022-04-10 11:48:19 main:574] : INFO : Epoch 1753 | loss: 0.0311558 | val_loss: 0.0311729 | Time: 2074.3 ms [2022-04-10 11:48:21 main:574] : INFO : Epoch 1754 | loss: 0.0311558 | val_loss: 0.0311705 | Time: 2033.88 ms [2022-04-10 11:48:23 main:574] : INFO : Epoch 1755 | loss: 0.0311565 | val_loss: 0.0311784 | Time: 2135.61 ms [2022-04-10 11:48:25 main:574] : INFO : Epoch 1756 | loss: 0.0311591 | val_loss: 0.0311721 | Time: 2041.16 ms [2022-04-10 11:48:27 main:574] : INFO : Epoch 1757 | loss: 0.0311578 | val_loss: 0.0311716 | Time: 2012.88 ms [2022-04-10 11:48:29 main:574] : INFO : Epoch 1758 | loss: 0.0311589 | val_loss: 0.0311763 | Time: 2165.19 ms [2022-04-10 11:48:32 main:574] : INFO : Epoch 1759 | loss: 0.0311585 | val_loss: 0.0311705 | Time: 2038.17 ms [2022-04-10 11:48:34 main:574] : INFO : Epoch 1760 | loss: 0.0311572 | val_loss: 0.0311723 | Time: 2076.22 ms [2022-04-10 11:48:36 main:574] : INFO : Epoch 1761 | loss: 0.0311555 | val_loss: 0.0311707 | Time: 2120.71 ms [2022-04-10 11:48:38 main:574] : INFO : Epoch 1762 | loss: 0.0311543 | val_loss: 0.0311704 | Time: 2091.14 ms [2022-04-10 11:48:40 main:574] : INFO : Epoch 1763 | loss: 0.0311556 | val_loss: 0.0311697 | Time: 2065.96 ms [2022-04-10 11:48:42 main:574] : INFO : Epoch 1764 | loss: 0.0311556 | val_loss: 0.0311697 | Time: 2010.33 ms [2022-04-10 11:48:44 main:574] : INFO : Epoch 1765 | loss: 0.0311568 | val_loss: 0.0311692 | Time: 2098.84 ms [2022-04-10 11:48:46 main:574] : INFO : Epoch 1766 | loss: 0.0311559 | val_loss: 0.0311766 | Time: 2094.76 ms [2022-04-10 11:48:48 main:574] : INFO : Epoch 1767 | loss: 0.0311567 | val_loss: 0.0311718 | Time: 2013.75 ms [2022-04-10 11:48:50 main:574] : INFO : Epoch 1768 | loss: 0.0311581 | val_loss: 0.0311726 | Time: 2070.54 ms [2022-04-10 11:48:52 main:574] : INFO : Epoch 1769 | loss: 0.0311602 | val_loss: 0.0311766 | Time: 2111.67 ms [2022-04-10 11:48:54 main:574] : INFO : Epoch 1770 | loss: 0.0311587 | val_loss: 0.0311757 | Time: 2030.04 ms [2022-04-10 11:48:56 main:574] : INFO : Epoch 1771 | loss: 0.0311578 | val_loss: 0.0311729 | Time: 2106.71 ms [2022-04-10 11:48:59 main:574] : INFO : Epoch 1772 | loss: 0.0311572 | val_loss: 0.0311735 | Time: 2116.39 ms [2022-04-10 11:49:01 main:574] : INFO : Epoch 1773 | loss: 0.0311549 | val_loss: 0.0311711 | Time: 2062.4 ms [2022-04-10 11:49:03 main:574] : INFO : Epoch 1774 | loss: 0.0311541 | val_loss: 0.0311699 | Time: 2019.1 ms [2022-04-10 11:49:05 main:574] : INFO : Epoch 1775 | loss: 0.0311545 | val_loss: 0.0311722 | Time: 2082.74 ms [2022-04-10 11:49:07 main:574] : INFO : Epoch 1776 | loss: 0.0311543 | val_loss: 0.0311701 | Time: 2044.72 ms [2022-04-10 11:49:09 main:574] : INFO : Epoch 1777 | loss: 0.031154 | val_loss: 0.0311715 | Time: 2056.51 ms [2022-04-10 11:49:11 main:574] : INFO : Epoch 1778 | loss: 0.0311543 | val_loss: 0.0311698 | Time: 2094.62 ms [2022-04-10 11:49:13 main:574] : INFO : Epoch 1779 | loss: 0.0311549 | val_loss: 0.0311711 | Time: 2030.39 ms [2022-04-10 11:49:15 main:574] : INFO : Epoch 1780 | loss: 0.0311565 | val_loss: 0.0311736 | Time: 2038.89 ms [2022-04-10 11:49:17 main:574] : INFO : Epoch 1781 | loss: 0.0311586 | val_loss: 0.0311739 | Time: 2145.31 ms [2022-04-10 11:49:19 main:574] : INFO : Epoch 1782 | loss: 0.031157 | val_loss: 0.0311761 | Time: 2080.91 ms [2022-04-10 11:49:21 main:574] : INFO : Epoch 1783 | loss: 0.0311557 | val_loss: 0.0311707 | Time: 2022.75 ms [2022-04-10 11:49:23 main:574] : INFO : Epoch 1784 | loss: 0.0311552 | val_loss: 0.0311681 | Time: 2044.35 ms [2022-04-10 11:49:25 main:574] : INFO : Epoch 1785 | loss: 0.0311541 | val_loss: 0.0311696 | Time: 2031.91 ms [2022-04-10 11:49:27 main:574] : INFO : Epoch 1786 | loss: 0.0311565 | val_loss: 0.0311685 | Time: 2056.05 ms [2022-04-10 11:49:30 main:574] : INFO : Epoch 1787 | loss: 0.0311559 | val_loss: 0.0311716 | Time: 2059.38 ms [2022-04-10 11:49:32 main:574] : INFO : Epoch 1788 | loss: 0.03116 | val_loss: 0.0311841 | Time: 2065.94 ms [2022-04-10 11:49:34 main:574] : INFO : Epoch 1789 | loss: 0.0311581 | val_loss: 0.0311771 | Time: 2019.69 ms [2022-04-10 11:49:36 main:574] : INFO : Epoch 1790 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 2034.93 ms [2022-04-10 11:49:38 main:574] : INFO : Epoch 1791 | loss: 0.0311548 | val_loss: 0.0311739 | Time: 2059.43 ms [2022-04-10 11:49:40 main:574] : INFO : Epoch 1792 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 2030.56 ms [2022-04-10 11:49:42 main:574] : INFO : Epoch 1793 | loss: 0.0311531 | val_loss: 0.0311716 | Time: 2064.34 ms [2022-04-10 11:49:44 main:574] : INFO : Epoch 1794 | loss: 0.0311539 | val_loss: 0.0311697 | Time: 2113.24 ms [2022-04-10 11:49:46 main:574] : INFO : Epoch 1795 | loss: 0.0311579 | val_loss: 0.031171 | Time: 2134.21 ms [2022-04-10 11:49:48 main:574] : INFO : Epoch 1796 | loss: 0.0311552 | val_loss: 0.0311697 | Time: 2165.43 ms [2022-04-10 11:49:50 main:574] : INFO : Epoch 1797 | loss: 0.0311576 | val_loss: 0.0311719 | Time: 2036.56 ms [2022-04-10 11:49:52 main:574] : INFO : Epoch 1798 | loss: 0.0311558 | val_loss: 0.0311712 | Time: 2056.2 ms [2022-04-10 11:49:54 main:574] : INFO : Epoch 1799 | loss: 0.0311569 | val_loss: 0.0311695 | Time: 2071.84 ms [2022-04-10 11:49:57 main:574] : INFO : Epoch 1800 | loss: 0.0311562 | val_loss: 0.0311697 | Time: 2071.87 ms [2022-04-10 11:49:59 main:574] : INFO : Epoch 1801 | loss: 0.0311545 | val_loss: 0.03117 | Time: 2054.57 ms [2022-04-10 11:50:01 main:574] : INFO : Epoch 1802 | loss: 0.0311556 | val_loss: 0.031175 | Time: 2019.23 ms [2022-04-10 11:50:03 main:574] : INFO : Epoch 1803 | loss: 0.031155 | val_loss: 0.0311709 | Time: 2069.52 ms [2022-04-10 11:50:05 main:574] : INFO : Epoch 1804 | loss: 0.0311535 | val_loss: 0.0311769 | Time: 2106.94 ms [2022-04-10 11:50:07 main:574] : INFO : Epoch 1805 | loss: 0.0311531 | val_loss: 0.0311719 | Time: 2042.13 ms [2022-04-10 11:50:09 main:574] : INFO : Epoch 1806 | loss: 0.0311546 | val_loss: 0.0311734 | Time: 2061.97 ms [2022-04-10 11:50:11 main:574] : INFO : Epoch 1807 | loss: 0.031155 | val_loss: 0.0311772 | Time: 2080.35 ms [2022-04-10 11:50:13 main:574] : INFO : Epoch 1808 | loss: 0.031159 | val_loss: 0.031176 | Time: 2088.84 ms [2022-04-10 11:50:15 main:574] : INFO : Epoch 1809 | loss: 0.0311558 | val_loss: 0.0311728 | Time: 2088.87 ms [2022-04-10 11:50:17 main:574] : INFO : Epoch 1810 | loss: 0.0311543 | val_loss: 0.0311729 | Time: 2081.4 ms [2022-04-10 11:50:19 main:574] : INFO : Epoch 1811 | loss: 0.031155 | val_loss: 0.0311735 | Time: 2119.01 ms [2022-04-10 11:50:21 main:574] : INFO : Epoch 1812 | loss: 0.0311557 | val_loss: 0.0311794 | Time: 2085.9 ms [2022-04-10 11:50:24 main:574] : INFO : Epoch 1813 | loss: 0.0311556 | val_loss: 0.0311744 | Time: 2072.22 ms [2022-04-10 11:50:26 main:574] : INFO : Epoch 1814 | loss: 0.0311542 | val_loss: 0.0311694 | Time: 2143.7 ms [2022-04-10 11:50:28 main:574] : INFO : Epoch 1815 | loss: 0.0311516 | val_loss: 0.0311736 | Time: 2079.47 ms [2022-04-10 11:50:30 main:574] : INFO : Epoch 1816 | loss: 0.0311525 | val_loss: 0.0311726 | Time: 2060.55 ms [2022-04-10 11:50:32 main:574] : INFO : Epoch 1817 | loss: 0.031153 | val_loss: 0.0311723 | Time: 2116.29 ms [2022-04-10 11:50:34 main:574] : INFO : Epoch 1818 | loss: 0.0311544 | val_loss: 0.0311734 | Time: 2071.45 ms [2022-04-10 11:50:36 main:574] : INFO : Epoch 1819 | loss: 0.0311557 | val_loss: 0.0311724 | Time: 2334.69 ms [2022-04-10 11:50:39 main:574] : INFO : Epoch 1820 | loss: 0.0311537 | val_loss: 0.0311706 | Time: 2161.42 ms [2022-04-10 11:50:41 main:574] : INFO : Epoch 1821 | loss: 0.0311519 | val_loss: 0.0311772 | Time: 2082.31 ms [2022-04-10 11:50:43 main:574] : INFO : Epoch 1822 | loss: 0.0311527 | val_loss: 0.03117 | Time: 2063.69 ms [2022-04-10 11:50:45 main:574] : INFO : Epoch 1823 | loss: 0.0311535 | val_loss: 0.031171 | Time: 2121.08 ms [2022-04-10 11:50:47 main:574] : INFO : Epoch 1824 | loss: 0.031152 | val_loss: 0.0311727 | Time: 2186.4 ms [2022-04-10 11:50:49 main:574] : INFO : Epoch 1825 | loss: 0.0311513 | val_loss: 0.0311718 | Time: 2182.15 ms [2022-04-10 11:50:51 main:574] : INFO : Epoch 1826 | loss: 0.0311519 | val_loss: 0.031175 | Time: 2280.14 ms [2022-04-10 11:50:54 main:574] : INFO : Epoch 1827 | loss: 0.0311508 | val_loss: 0.0311757 | Time: 2170.02 ms [2022-04-10 11:50:56 main:574] : INFO : Epoch 1828 | loss: 0.0311509 | val_loss: 0.0311777 | Time: 2325.12 ms [2022-04-10 11:50:58 main:574] : INFO : Epoch 1829 | loss: 0.0311513 | val_loss: 0.0311754 | Time: 2057.06 ms [2022-04-10 11:51:00 main:574] : INFO : Epoch 1830 | loss: 0.0311503 | val_loss: 0.0311735 | Time: 2073.54 ms [2022-04-10 11:51:02 main:574] : INFO : Epoch 1831 | loss: 0.0311531 | val_loss: 0.0311805 | Time: 2019.62 ms [2022-04-10 11:51:04 main:574] : INFO : Epoch 1832 | loss: 0.0311536 | val_loss: 0.0311747 | Time: 2046.7 ms [2022-04-10 11:51:06 main:574] : INFO : Epoch 1833 | loss: 0.0311538 | val_loss: 0.0311699 | Time: 2092.06 ms [2022-04-10 11:51:08 main:574] : INFO : Epoch 1834 | loss: 0.0311526 | val_loss: 0.0311692 | Time: 2027.22 ms [2022-04-10 11:51:10 main:574] : INFO : Epoch 1835 | loss: 0.0311542 | val_loss: 0.0311732 | Time: 2076.1 ms [2022-04-10 11:51:13 main:574] : INFO : Epoch 1836 | loss: 0.0311545 | val_loss: 0.0311766 | Time: 2026.86 ms [2022-04-10 11:51:15 main:574] : INFO : Epoch 1837 | loss: 0.0311545 | val_loss: 0.0311712 | Time: 2070.28 ms [2022-04-10 11:51:17 main:574] : INFO : Epoch 1838 | loss: 0.0311534 | val_loss: 0.0311745 | Time: 2133.1 ms [2022-04-10 11:51:19 main:574] : INFO : Epoch 1839 | loss: 0.0311562 | val_loss: 0.0311756 | Time: 2088.44 ms [2022-04-10 11:51:21 main:574] : INFO : Epoch 1840 | loss: 0.0311535 | val_loss: 0.0311796 | Time: 2100.6 ms [2022-04-10 11:51:23 main:574] : INFO : Epoch 1841 | loss: 0.0311532 | val_loss: 0.0311745 | Time: 2020.71 ms [2022-04-10 11:51:25 main:574] : INFO : Epoch 1842 | loss: 0.0311545 | val_loss: 0.0311708 | Time: 2099.06 ms [2022-04-10 11:51:27 main:574] : INFO : Epoch 1843 | loss: 0.0311563 | val_loss: 0.0311729 | Time: 2112.11 ms [2022-04-10 11:51:29 main:574] : INFO : Epoch 1844 | loss: 0.0311598 | val_loss: 0.0311774 | Time: 2057.1 ms [2022-04-10 11:51:31 main:574] : INFO : Epoch 1845 | loss: 0.0311572 | val_loss: 0.0311787 | Time: 2042.42 ms [2022-04-10 11:51:33 main:574] : INFO : Epoch 1846 | loss: 0.0311543 | val_loss: 0.0311749 | Time: 2107.84 ms [2022-04-10 11:51:36 main:574] : INFO : Epoch 1847 | loss: 0.0311534 | val_loss: 0.0311747 | Time: 2165.74 ms [2022-04-10 11:51:38 main:574] : INFO : Epoch 1848 | loss: 0.0311533 | val_loss: 0.0311713 | Time: 2083.47 ms [2022-04-10 11:51:40 main:574] : INFO : Epoch 1849 | loss: 0.0311547 | val_loss: 0.0311741 | Time: 2074.15 ms [2022-04-10 11:51:42 main:574] : INFO : Epoch 1850 | loss: 0.031155 | val_loss: 0.0311748 | Time: 2161.92 ms [2022-04-10 11:51:44 main:574] : INFO : Epoch 1851 | loss: 0.0311532 | val_loss: 0.0311723 | Time: 2017.09 ms [2022-04-10 11:51:46 main:574] : INFO : Epoch 1852 | loss: 0.0311514 | val_loss: 0.0311711 | Time: 2135.92 ms [2022-04-10 11:51:48 main:574] : INFO : Epoch 1853 | loss: 0.0311521 | val_loss: 0.0311746 | Time: 2112.2 ms [2022-04-10 11:51:50 main:574] : INFO : Epoch 1854 | loss: 0.0311525 | val_loss: 0.0311735 | Time: 2106.25 ms [2022-04-10 11:51:52 main:574] : INFO : Epoch 1855 | loss: 0.0311533 | val_loss: 0.0311702 | Time: 2015.76 ms [2022-04-10 11:51:54 main:574] : INFO : Epoch 1856 | loss: 0.0311547 | val_loss: 0.0311715 | Time: 2076.55 ms [2022-04-10 11:51:56 main:574] : INFO : Epoch 1857 | loss: 0.031154 | val_loss: 0.0311709 | Time: 2082.82 ms [2022-04-10 11:51:59 main:574] : INFO : Epoch 1858 | loss: 0.0311535 | val_loss: 0.0311759 | Time: 2080.65 ms [2022-04-10 11:52:01 main:574] : INFO : Epoch 1859 | loss: 0.031152 | val_loss: 0.0311717 | Time: 2135.45 ms [2022-04-10 11:52:03 main:574] : INFO : Epoch 1860 | loss: 0.0311539 | val_loss: 0.0311698 | Time: 2106.63 ms [2022-04-10 11:52:05 main:574] : INFO : Epoch 1861 | loss: 0.0311547 | val_loss: 0.0311728 | Time: 2045.18 ms [2022-04-10 11:52:07 main:574] : INFO : Epoch 1862 | loss: 0.0311544 | val_loss: 0.0311827 | Time: 2126.81 ms [2022-04-10 11:52:09 main:574] : INFO : Epoch 1863 | loss: 0.0311567 | val_loss: 0.0311694 | Time: 2092.8 ms [2022-04-10 11:52:11 main:574] : INFO : Epoch 1864 | loss: 0.0311562 | val_loss: 0.0311756 | Time: 2160.19 ms [2022-04-10 11:52:13 main:574] : INFO : Epoch 1865 | loss: 0.031157 | val_loss: 0.0311721 | Time: 2045.75 ms [2022-04-10 11:52:15 main:574] : INFO : Epoch 1866 | loss: 0.0311943 | val_loss: 0.0313035 | Time: 2050.32 ms [2022-04-10 11:52:17 main:574] : INFO : Epoch 1867 | loss: 0.0347264 | val_loss: 0.031692 | Time: 2115.62 ms [2022-04-10 11:52:20 main:574] : INFO : Epoch 1868 | loss: 0.0327873 | val_loss: 0.0314186 | Time: 2076.49 ms [2022-04-10 11:52:22 main:574] : INFO : Epoch 1869 | loss: 0.0313404 | val_loss: 0.0312543 | Time: 2044.28 ms [2022-04-10 11:52:24 main:574] : INFO : Epoch 1870 | loss: 0.0312079 | val_loss: 0.0311998 | Time: 2088.69 ms [2022-04-10 11:52:26 main:574] : INFO : Epoch 1871 | loss: 0.0311874 | val_loss: 0.031183 | Time: 2131.18 ms [2022-04-10 11:52:28 main:574] : INFO : Epoch 1872 | loss: 0.0311785 | val_loss: 0.031177 | Time: 2084.53 ms [2022-04-10 11:52:30 main:574] : INFO : Epoch 1873 | loss: 0.0311765 | val_loss: 0.0311748 | Time: 2084.99 ms [2022-04-10 11:52:32 main:574] : INFO : Epoch 1874 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 2035.22 ms [2022-04-10 11:52:34 main:574] : INFO : Epoch 1875 | loss: 0.0311713 | val_loss: 0.0311702 | Time: 2055.17 ms [2022-04-10 11:52:36 main:574] : INFO : Epoch 1876 | loss: 0.0311692 | val_loss: 0.0311724 | Time: 2071.23 ms [2022-04-10 11:52:38 main:574] : INFO : Epoch 1877 | loss: 0.0311717 | val_loss: 0.0311703 | Time: 2057.37 ms [2022-04-10 11:52:40 main:574] : INFO : Epoch 1878 | loss: 0.031169 | val_loss: 0.0311686 | Time: 2065.69 ms [2022-04-10 11:52:42 main:574] : INFO : Epoch 1879 | loss: 0.0311674 | val_loss: 0.0311704 | Time: 2126.37 ms [2022-04-10 11:52:44 main:574] : INFO : Epoch 1880 | loss: 0.031168 | val_loss: 0.0311696 | Time: 2054.74 ms [2022-04-10 11:52:47 main:574] : INFO : Epoch 1881 | loss: 0.0311673 | val_loss: 0.0311706 | Time: 2074.78 ms [2022-04-10 11:52:49 main:574] : INFO : Epoch 1882 | loss: 0.0311684 | val_loss: 0.0311724 | Time: 2028.58 ms [2022-04-10 11:52:51 main:574] : INFO : Epoch 1883 | loss: 0.0311717 | val_loss: 0.031171 | Time: 2074.66 ms [2022-04-10 11:52:53 main:574] : INFO : Epoch 1884 | loss: 0.0311712 | val_loss: 0.031173 | Time: 2095.28 ms [2022-04-10 11:52:55 main:574] : INFO : Epoch 1885 | loss: 0.0311695 | val_loss: 0.0311722 | Time: 2088.08 ms [2022-04-10 11:52:57 main:574] : INFO : Epoch 1886 | loss: 0.031166 | val_loss: 0.0311701 | Time: 2043.79 ms [2022-04-10 11:52:59 main:574] : INFO : Epoch 1887 | loss: 0.0311661 | val_loss: 0.0311696 | Time: 2107.22 ms [2022-04-10 11:53:01 main:574] : INFO : Epoch 1888 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 2155.96 ms [2022-04-10 11:53:03 main:574] : INFO : Epoch 1889 | loss: 0.0311645 | val_loss: 0.0311684 | Time: 2046.41 ms [2022-04-10 11:53:05 main:574] : INFO : Epoch 1890 | loss: 0.031166 | val_loss: 0.0311684 | Time: 2028.46 ms [2022-04-10 11:53:07 main:574] : INFO : Epoch 1891 | loss: 0.0311644 | val_loss: 0.0311681 | Time: 2041.32 ms [2022-04-10 11:53:09 main:574] : INFO : Epoch 1892 | loss: 0.031164 | val_loss: 0.0311719 | Time: 2116.68 ms [2022-04-10 11:53:12 main:574] : INFO : Epoch 1893 | loss: 0.0311638 | val_loss: 0.0311685 | Time: 2088.12 ms [2022-04-10 11:53:14 main:574] : INFO : Epoch 1894 | loss: 0.0311632 | val_loss: 0.0311689 | Time: 2060.68 ms [2022-04-10 11:53:16 main:574] : INFO : Epoch 1895 | loss: 0.0311627 | val_loss: 0.0311685 | Time: 2060.28 ms [2022-04-10 11:53:18 main:574] : INFO : Epoch 1896 | loss: 0.0311629 | val_loss: 0.0311674 | Time: 2060.18 ms [2022-04-10 11:53:20 main:574] : INFO : Epoch 1897 | loss: 0.0311632 | val_loss: 0.0311675 | Time: 2098.69 ms [2022-04-10 11:53:22 main:574] : INFO : Epoch 1898 | loss: 0.0311649 | val_loss: 0.0311678 | Time: 2059.15 ms [2022-04-10 11:53:24 main:574] : INFO : Epoch 1899 | loss: 0.0311633 | val_loss: 0.0311674 | Time: 2105.46 ms [2022-04-10 11:53:26 main:574] : INFO : Epoch 1900 | loss: 0.0311623 | val_loss: 0.0311664 | Time: 2073.36 ms [2022-04-10 11:53:28 main:574] : INFO : Epoch 1901 | loss: 0.031162 | val_loss: 0.0311686 | Time: 2056.35 ms [2022-04-10 11:53:30 main:574] : INFO : Epoch 1902 | loss: 0.0311628 | val_loss: 0.0311685 | Time: 2063.36 ms [2022-04-10 11:53:32 main:574] : INFO : Epoch 1903 | loss: 0.0311614 | val_loss: 0.0311675 | Time: 2118.53 ms [2022-04-10 11:53:34 main:574] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.0311684 | Time: 1962.49 ms [2022-04-10 11:53:36 main:574] : INFO : Epoch 1905 | loss: 0.0311626 | val_loss: 0.0311685 | Time: 2101.49 ms [2022-04-10 11:53:39 main:574] : INFO : Epoch 1906 | loss: 0.0311625 | val_loss: 0.0311669 | Time: 2076.23 ms [2022-04-10 11:53:41 main:574] : INFO : Epoch 1907 | loss: 0.031161 | val_loss: 0.0311668 | Time: 2062.93 ms [2022-04-10 11:53:43 main:574] : INFO : Epoch 1908 | loss: 0.0311596 | val_loss: 0.0311668 | Time: 2127.97 ms [2022-04-10 11:53:45 main:574] : INFO : Epoch 1909 | loss: 0.0311596 | val_loss: 0.0311672 | Time: 2021.39 ms [2022-04-10 11:53:47 main:574] : INFO : Epoch 1910 | loss: 0.0311603 | val_loss: 0.0311666 | Time: 2092.03 ms [2022-04-10 11:53:49 main:574] : INFO : Epoch 1911 | loss: 0.031161 | val_loss: 0.0311674 | Time: 2026.18 ms [2022-04-10 11:53:51 main:574] : INFO : Epoch 1912 | loss: 0.0311624 | val_loss: 0.031171 | Time: 2103.39 ms [2022-04-10 11:53:53 main:574] : INFO : Epoch 1913 | loss: 0.0311597 | val_loss: 0.0311664 | Time: 2104.25 ms [2022-04-10 11:53:55 main:574] : INFO : Epoch 1914 | loss: 0.0311596 | val_loss: 0.0311663 | Time: 2063.72 ms [2022-04-10 11:53:57 main:574] : INFO : Epoch 1915 | loss: 0.0311596 | val_loss: 0.0311676 | Time: 2057.91 ms [2022-04-10 11:53:59 main:574] : INFO : Epoch 1916 | loss: 0.0311614 | val_loss: 0.0311676 | Time: 2064.69 ms [2022-04-10 11:54:01 main:574] : INFO : Epoch 1917 | loss: 0.0311594 | val_loss: 0.0311695 | Time: 2086.64 ms [2022-04-10 11:54:03 main:574] : INFO : Epoch 1918 | loss: 0.0311597 | val_loss: 0.0311689 | Time: 2076.51 ms [2022-04-10 11:54:06 main:574] : INFO : Epoch 1919 | loss: 0.0311595 | val_loss: 0.0311661 | Time: 2077.44 ms [2022-04-10 11:54:08 main:574] : INFO : Epoch 1920 | loss: 0.0311589 | val_loss: 0.031166 | Time: 2058.73 ms [2022-04-10 11:54:10 main:574] : INFO : Epoch 1921 | loss: 0.0311587 | val_loss: 0.0311674 | Time: 2063.09 ms [2022-04-10 11:54:12 main:574] : INFO : Epoch 1922 | loss: 0.0311592 | val_loss: 0.0311653 | Time: 2066.15 ms [2022-04-10 11:54:14 main:574] : INFO : Epoch 1923 | loss: 0.0311595 | val_loss: 0.0311662 | Time: 2031.73 ms [2022-04-10 11:54:16 main:574] : INFO : Epoch 1924 | loss: 0.0311591 | val_loss: 0.0311673 | Time: 2044.22 ms [2022-04-10 11:54:18 main:574] : INFO : Epoch 1925 | loss: 0.0311588 | val_loss: 0.0311656 | Time: 2064.67 ms [2022-04-10 11:54:20 main:574] : INFO : Epoch 1926 | loss: 0.0311596 | val_loss: 0.0311679 | Time: 2059.14 ms [2022-04-10 11:54:22 main:574] : INFO : Epoch 1927 | loss: 0.0311622 | val_loss: 0.0311669 | Time: 2095.23 ms [2022-04-10 11:54:24 main:574] : INFO : Epoch 1928 | loss: 0.0311604 | val_loss: 0.0311658 | Time: 2059.07 ms [2022-04-10 11:54:26 main:574] : INFO : Epoch 1929 | loss: 0.03116 | val_loss: 0.0311666 | Time: 2049.61 ms [2022-04-10 11:54:28 main:574] : INFO : Epoch 1930 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 2047.84 ms [2022-04-10 11:54:30 main:574] : INFO : Epoch 1931 | loss: 0.0311605 | val_loss: 0.0311666 | Time: 2004.57 ms [2022-04-10 11:54:32 main:574] : INFO : Epoch 1932 | loss: 0.031162 | val_loss: 0.0311732 | Time: 2077.78 ms [2022-04-10 11:54:34 main:574] : INFO : Epoch 1933 | loss: 0.0311647 | val_loss: 0.0311689 | Time: 2054.78 ms [2022-04-10 11:54:37 main:574] : INFO : Epoch 1934 | loss: 0.0311613 | val_loss: 0.0311652 | Time: 2141.41 ms [2022-04-10 11:54:39 main:574] : INFO : Epoch 1935 | loss: 0.0311611 | val_loss: 0.031172 | Time: 2102.23 ms [2022-04-10 11:54:41 main:574] : INFO : Epoch 1936 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 2106.63 ms [2022-04-10 11:54:43 main:574] : INFO : Epoch 1937 | loss: 0.0311593 | val_loss: 0.0311669 | Time: 2105.26 ms [2022-04-10 11:54:45 main:574] : INFO : Epoch 1938 | loss: 0.0311611 | val_loss: 0.031168 | Time: 2080.33 ms [2022-04-10 11:54:47 main:574] : INFO : Epoch 1939 | loss: 0.0311604 | val_loss: 0.0311672 | Time: 2017.15 ms [2022-04-10 11:54:49 main:574] : INFO : Epoch 1940 | loss: 0.0311609 | val_loss: 0.0311688 | Time: 2084.97 ms [2022-04-10 11:54:51 main:574] : INFO : Epoch 1941 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 2079.46 ms [2022-04-10 11:54:53 main:574] : INFO : Epoch 1942 | loss: 0.0311634 | val_loss: 0.0311678 | Time: 2109.29 ms [2022-04-10 11:54:55 main:574] : INFO : Epoch 1943 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 2098.92 ms [2022-04-10 11:54:57 main:574] : INFO : Epoch 1944 | loss: 0.031161 | val_loss: 0.0311673 | Time: 2103.71 ms [2022-04-10 11:55:00 main:574] : INFO : Epoch 1945 | loss: 0.0311608 | val_loss: 0.0311703 | Time: 2137.27 ms [2022-04-10 11:55:02 main:574] : INFO : Epoch 1946 | loss: 0.0311628 | val_loss: 0.0311658 | Time: 2127.63 ms [2022-04-10 11:55:04 main:574] : INFO : Epoch 1947 | loss: 0.0311643 | val_loss: 0.0311691 | Time: 2078.37 ms [2022-04-10 11:55:06 main:574] : INFO : Epoch 1948 | loss: 0.0311641 | val_loss: 0.0311699 | Time: 2105.22 ms [2022-04-10 11:55:08 main:574] : INFO : Epoch 1949 | loss: 0.0311619 | val_loss: 0.0311688 | Time: 2059.97 ms [2022-04-10 11:55:10 main:574] : INFO : Epoch 1950 | loss: 0.0311622 | val_loss: 0.0311703 | Time: 2116.21 ms [2022-04-10 11:55:12 main:574] : INFO : Epoch 1951 | loss: 0.0311605 | val_loss: 0.0311672 | Time: 2036.49 ms [2022-04-10 11:55:14 main:574] : INFO : Epoch 1952 | loss: 0.031159 | val_loss: 0.0311668 | Time: 2073.19 ms [2022-04-10 11:55:16 main:574] : INFO : Epoch 1953 | loss: 0.0311592 | val_loss: 0.0311686 | Time: 2127.04 ms [2022-04-10 11:55:18 main:574] : INFO : Epoch 1954 | loss: 0.0311591 | val_loss: 0.0311653 | Time: 2128.42 ms [2022-04-10 11:55:21 main:574] : INFO : Epoch 1955 | loss: 0.0311577 | val_loss: 0.031165 | Time: 2190.04 ms [2022-04-10 11:55:23 main:574] : INFO : Epoch 1956 | loss: 0.0311578 | val_loss: 0.0311658 | Time: 2106.59 ms [2022-04-10 11:55:25 main:574] : INFO : Epoch 1957 | loss: 0.0311577 | val_loss: 0.0311629 | Time: 2131.08 ms [2022-04-10 11:55:27 main:574] : INFO : Epoch 1958 | loss: 0.0311579 | val_loss: 0.031163 | Time: 2178.43 ms [2022-04-10 11:55:29 main:574] : INFO : Epoch 1959 | loss: 0.0311569 | val_loss: 0.031162 | Time: 2086.24 ms [2022-04-10 11:55:31 main:574] : INFO : Epoch 1960 | loss: 0.0311566 | val_loss: 0.0311631 | Time: 2096.4 ms [2022-04-10 11:55:33 main:574] : INFO : Epoch 1961 | loss: 0.0311579 | val_loss: 0.031165 | Time: 2169.39 ms [2022-04-10 11:55:36 main:574] : INFO : Epoch 1962 | loss: 0.0311592 | val_loss: 0.0311645 | Time: 2053.86 ms [2022-04-10 11:55:38 main:574] : INFO : Epoch 1963 | loss: 0.031158 | val_loss: 0.0311672 | Time: 2038.22 ms [2022-04-10 11:55:40 main:574] : INFO : Epoch 1964 | loss: 0.031157 | val_loss: 0.0311696 | Time: 2062.17 ms [2022-04-10 11:55:42 main:574] : INFO : Epoch 1965 | loss: 0.0311571 | val_loss: 0.0311648 | Time: 2090.1 ms [2022-04-10 11:55:44 main:574] : INFO : Epoch 1966 | loss: 0.031157 | val_loss: 0.0311644 | Time: 2086.86 ms [2022-04-10 11:55:46 main:574] : INFO : Epoch 1967 | loss: 0.0311567 | val_loss: 0.0311638 | Time: 2113.46 ms [2022-04-10 11:55:48 main:574] : INFO : Epoch 1968 | loss: 0.0311559 | val_loss: 0.0311664 | Time: 2061.1 ms [2022-04-10 11:55:50 main:574] : INFO : Epoch 1969 | loss: 0.0311581 | val_loss: 0.0311631 | Time: 2080.06 ms [2022-04-10 11:55:52 main:574] : INFO : Epoch 1970 | loss: 0.0311589 | val_loss: 0.0311681 | Time: 2161.22 ms [2022-04-10 11:55:54 main:574] : INFO : Epoch 1971 | loss: 0.0311571 | val_loss: 0.0311662 | Time: 2149.53 ms [2022-04-10 11:55:57 main:574] : INFO : Epoch 1972 | loss: 0.0311583 | val_loss: 0.0311711 | Time: 2086.03 ms [2022-04-10 11:55:59 main:574] : INFO : Epoch 1973 | loss: 0.0311585 | val_loss: 0.031171 | Time: 2069.25 ms [2022-04-10 11:56:01 main:574] : INFO : Epoch 1974 | loss: 0.0311578 | val_loss: 0.0311701 | Time: 2077.83 ms [2022-04-10 11:56:03 main:574] : INFO : Epoch 1975 | loss: 0.0311577 | val_loss: 0.0311681 | Time: 2023.93 ms [2022-04-10 11:56:05 main:574] : INFO : Epoch 1976 | loss: 0.0311571 | val_loss: 0.0311682 | Time: 2100.66 ms [2022-04-10 11:56:07 main:574] : INFO : Epoch 1977 | loss: 0.0311576 | val_loss: 0.0311721 | Time: 2088.79 ms [2022-04-10 11:56:09 main:574] : INFO : Epoch 1978 | loss: 0.0311579 | val_loss: 0.0311705 | Time: 2071.57 ms [2022-04-10 11:56:11 main:574] : INFO : Epoch 1979 | loss: 0.0311575 | val_loss: 0.0311699 | Time: 2044.45 ms [2022-04-10 11:56:13 main:574] : INFO : Epoch 1980 | loss: 0.031157 | val_loss: 0.0311686 | Time: 2045.47 ms [2022-04-10 11:56:15 main:574] : INFO : Epoch 1981 | loss: 0.031156 | val_loss: 0.031168 | Time: 2026.14 ms [2022-04-10 11:56:17 main:574] : INFO : Epoch 1982 | loss: 0.0311549 | val_loss: 0.0311659 | Time: 2062.35 ms [2022-04-10 11:56:19 main:574] : INFO : Epoch 1983 | loss: 0.0311558 | val_loss: 0.0311693 | Time: 2052.75 ms [2022-04-10 11:56:21 main:574] : INFO : Epoch 1984 | loss: 0.031157 | val_loss: 0.0311677 | Time: 2083.52 ms [2022-04-10 11:56:23 main:574] : INFO : Epoch 1985 | loss: 0.0311566 | val_loss: 0.0311684 | Time: 2107.5 ms [2022-04-10 11:56:25 main:574] : INFO : Epoch 1986 | loss: 0.0311549 | val_loss: 0.0311657 | Time: 2059.18 ms [2022-04-10 11:56:28 main:574] : INFO : Epoch 1987 | loss: 0.0311544 | val_loss: 0.0311674 | Time: 2039.73 ms [2022-04-10 11:56:30 main:574] : INFO : Epoch 1988 | loss: 0.0311549 | val_loss: 0.0311665 | Time: 2061.38 ms [2022-04-10 11:56:32 main:574] : INFO : Epoch 1989 | loss: 0.0311552 | val_loss: 0.0311696 | Time: 2122.73 ms [2022-04-10 11:56:34 main:574] : INFO : Epoch 1990 | loss: 0.03116 | val_loss: 0.031167 | Time: 2098.72 ms [2022-04-10 11:56:36 main:574] : INFO : Epoch 1991 | loss: 0.0311616 | val_loss: 0.0311682 | Time: 2062.88 ms [2022-04-10 11:56:38 main:574] : INFO : Epoch 1992 | loss: 0.0311591 | val_loss: 0.0311648 | Time: 2117.94 ms [2022-04-10 11:56:40 main:574] : INFO : Epoch 1993 | loss: 0.0311578 | val_loss: 0.0311638 | Time: 2020.83 ms [2022-04-10 11:56:42 main:574] : INFO : Epoch 1994 | loss: 0.0311575 | val_loss: 0.0311639 | Time: 2037.96 ms [2022-04-10 11:56:44 main:574] : INFO : Epoch 1995 | loss: 0.031157 | val_loss: 0.0311634 | Time: 2083.82 ms [2022-04-10 11:56:46 main:574] : INFO : Epoch 1996 | loss: 0.031158 | val_loss: 0.0311697 | Time: 2038.64 ms [2022-04-10 11:56:48 main:574] : INFO : Epoch 1997 | loss: 0.0311586 | val_loss: 0.0311687 | Time: 2137.71 ms [2022-04-10 11:56:50 main:574] : INFO : Epoch 1998 | loss: 0.0311566 | val_loss: 0.0311689 | Time: 2122.5 ms [2022-04-10 11:56:53 main:574] : INFO : Epoch 1999 | loss: 0.0311588 | val_loss: 0.0311709 | Time: 2047.93 ms [2022-04-10 11:56:55 main:574] : INFO : Epoch 2000 | loss: 0.0311584 | val_loss: 0.031171 | Time: 2043.84 ms [2022-04-10 11:56:57 main:574] : INFO : Epoch 2001 | loss: 0.0311592 | val_loss: 0.0311722 | Time: 2031.07 ms [2022-04-10 11:56:59 main:574] : INFO : Epoch 2002 | loss: 0.0311574 | val_loss: 0.0311683 | Time: 2086.47 ms [2022-04-10 11:57:01 main:574] : INFO : Epoch 2003 | loss: 0.0311605 | val_loss: 0.0311681 | Time: 2078.68 ms [2022-04-10 11:57:03 main:574] : INFO : Epoch 2004 | loss: 0.0311601 | val_loss: 0.0311705 | Time: 2099.97 ms [2022-04-10 11:57:05 main:574] : INFO : Epoch 2005 | loss: 0.0311586 | val_loss: 0.0311701 | Time: 2134.49 ms [2022-04-10 11:57:07 main:574] : INFO : Epoch 2006 | loss: 0.0311626 | val_loss: 0.0311688 | Time: 2080.53 ms [2022-04-10 11:57:09 main:574] : INFO : Epoch 2007 | loss: 0.0311603 | val_loss: 0.0311638 | Time: 2095.31 ms [2022-04-10 11:57:11 main:574] : INFO : Epoch 2008 | loss: 0.0311568 | val_loss: 0.0311649 | Time: 2076.49 ms [2022-04-10 11:57:13 main:574] : INFO : Epoch 2009 | loss: 0.0311568 | val_loss: 0.0311648 | Time: 2074.19 ms [2022-04-10 11:57:15 main:574] : INFO : Epoch 2010 | loss: 0.031156 | val_loss: 0.0311655 | Time: 2015.15 ms [2022-04-10 11:57:17 main:574] : INFO : Epoch 2011 | loss: 0.0311583 | val_loss: 0.0311667 | Time: 2039.38 ms [2022-04-10 11:57:20 main:574] : INFO : Epoch 2012 | loss: 0.0311578 | val_loss: 0.0311656 | Time: 2070.56 ms [2022-04-10 11:57:22 main:574] : INFO : Epoch 2013 | loss: 0.0311608 | val_loss: 0.0311671 | Time: 2064.92 ms [2022-04-10 11:57:24 main:574] : INFO : Epoch 2014 | loss: 0.0311594 | val_loss: 0.0311655 | Time: 2058.54 ms [2022-04-10 11:57:26 main:574] : INFO : Epoch 2015 | loss: 0.0311585 | val_loss: 0.0311679 | Time: 2099.18 ms [2022-04-10 11:57:28 main:574] : INFO : Epoch 2016 | loss: 0.0311574 | val_loss: 0.0311656 | Time: 2065.27 ms [2022-04-10 11:57:30 main:574] : INFO : Epoch 2017 | loss: 0.0311566 | val_loss: 0.0311679 | Time: 2065.12 ms [2022-04-10 11:57:32 main:574] : INFO : Epoch 2018 | loss: 0.031158 | val_loss: 0.0311651 | Time: 2078.91 ms [2022-04-10 11:57:34 main:574] : INFO : Epoch 2019 | loss: 0.0311576 | val_loss: 0.0311647 | Time: 2104.97 ms [2022-04-10 11:57:36 main:574] : INFO : Epoch 2020 | loss: 0.0311595 | val_loss: 0.0311636 | Time: 2110.74 ms [2022-04-10 11:57:38 main:574] : INFO : Epoch 2021 | loss: 0.0311758 | val_loss: 0.0311797 | Time: 2077.13 ms [2022-04-10 11:57:40 main:574] : INFO : Epoch 2022 | loss: 0.0311801 | val_loss: 0.0311766 | Time: 2068.24 ms [2022-04-10 11:57:42 main:574] : INFO : Epoch 2023 | loss: 0.0311792 | val_loss: 0.0311761 | Time: 2080.17 ms [2022-04-10 11:57:44 main:574] : INFO : Epoch 2024 | loss: 0.0311779 | val_loss: 0.031175 | Time: 2034.03 ms [2022-04-10 11:57:47 main:574] : INFO : Epoch 2025 | loss: 0.0311742 | val_loss: 0.0311717 | Time: 2079.42 ms [2022-04-10 11:57:49 main:574] : INFO : Epoch 2026 | loss: 0.0311699 | val_loss: 0.0311702 | Time: 2108.34 ms [2022-04-10 11:57:51 main:574] : INFO : Epoch 2027 | loss: 0.0311696 | val_loss: 0.0311779 | Time: 2085.89 ms [2022-04-10 11:57:53 main:574] : INFO : Epoch 2028 | loss: 0.0311699 | val_loss: 0.031172 | Time: 2071.49 ms [2022-04-10 11:57:55 main:574] : INFO : Epoch 2029 | loss: 0.0311668 | val_loss: 0.0311701 | Time: 2033.63 ms [2022-04-10 11:57:57 main:574] : INFO : Epoch 2030 | loss: 0.0311669 | val_loss: 0.0311698 | Time: 2127.34 ms [2022-04-10 11:57:59 main:574] : INFO : Epoch 2031 | loss: 0.0311663 | val_loss: 0.0311718 | Time: 2015.63 ms [2022-04-10 11:58:01 main:574] : INFO : Epoch 2032 | loss: 0.0311663 | val_loss: 0.0311719 | Time: 2037.52 ms [2022-04-10 11:58:03 main:574] : INFO : Epoch 2033 | loss: 0.0311656 | val_loss: 0.0311702 | Time: 2047.91 ms [2022-04-10 11:58:05 main:574] : INFO : Epoch 2034 | loss: 0.0311645 | val_loss: 0.0311702 | Time: 2082.37 ms [2022-04-10 11:58:07 main:574] : INFO : Epoch 2035 | loss: 0.0311633 | val_loss: 0.031171 | Time: 2047.3 ms [2022-04-10 11:58:09 main:574] : INFO : Epoch 2036 | loss: 0.0311639 | val_loss: 0.0311681 | Time: 2100.83 ms [2022-04-10 11:58:11 main:574] : INFO : Epoch 2037 | loss: 0.0311644 | val_loss: 0.031167 | Time: 2086.41 ms [2022-04-10 11:58:13 main:574] : INFO : Epoch 2038 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 2036.79 ms [2022-04-10 11:58:16 main:574] : INFO : Epoch 2039 | loss: 0.0311641 | val_loss: 0.0311665 | Time: 2100.41 ms [2022-04-10 11:58:18 main:574] : INFO : Epoch 2040 | loss: 0.0311679 | val_loss: 0.0311739 | Time: 2036.12 ms [2022-04-10 11:58:20 main:574] : INFO : Epoch 2041 | loss: 0.0311773 | val_loss: 0.0311684 | Time: 2073.15 ms [2022-04-10 11:58:22 main:574] : INFO : Epoch 2042 | loss: 0.0311693 | val_loss: 0.0311709 | Time: 2046.96 ms [2022-04-10 11:58:24 main:574] : INFO : Epoch 2043 | loss: 0.0311695 | val_loss: 0.0311696 | Time: 2071.67 ms [2022-04-10 11:58:26 main:574] : INFO : Epoch 2044 | loss: 0.0311674 | val_loss: 0.0311675 | Time: 2108.11 ms [2022-04-10 11:58:28 main:574] : INFO : Epoch 2045 | loss: 0.0311678 | val_loss: 0.0311685 | Time: 2097.57 ms [2022-04-10 11:58:30 main:574] : INFO : Epoch 2046 | loss: 0.031167 | val_loss: 0.0311658 | Time: 1999 ms [2022-04-10 11:58:32 main:574] : INFO : Epoch 2047 | loss: 0.0311664 | val_loss: 0.0311645 | Time: 2084.08 ms [2022-04-10 11:58:34 main:574] : INFO : Epoch 2048 | loss: 0.0311657 | val_loss: 0.0311638 | Time: 2047.56 ms [2022-04-10 11:58:34 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311638 [2022-04-10 11:58:34 main:603] : INFO : Saving end state to config to file [2022-04-10 11:58:34 main:608] : INFO : Success, exiting.. 11:58:34 (32848): 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)