Task 14627229
| Name | ParityModified-1647046035-10147-3-0_0 |
| Workunit | 11639818 |
| Created | 20 Apr 2022, 18:23:50 UTC |
| Sent | 20 Apr 2022, 18:24:33 UTC |
| Report deadline | 28 Apr 2022, 18:24:33 UTC |
| Received | 20 Apr 2022, 19:41:23 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 4458 |
| Run time | 1 hours 11 min 33 sec |
| CPU time | 1 hours 10 min 13 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,377.41 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.82 GB |
| Peak swap size | 17.57 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 3:36 main:581] : INFO : Epoch 1538 | loss: 0.0311698 | val_loss: 0.0311739 | Time: 2055.88 ms [2022-04-20 21:23:38 main:581] : INFO : Epoch 1539 | loss: 0.0311701 | val_loss: 0.0311721 | Time: 2049.99 ms [2022-04-20 21:23:40 main:581] : INFO : Epoch 1540 | loss: 0.0311686 | val_loss: 0.0311725 | Time: 2057.45 ms [2022-04-20 21:23:42 main:581] : INFO : Epoch 1541 | loss: 0.0311668 | val_loss: 0.0311712 | Time: 2051.68 ms [2022-04-20 21:23:44 main:581] : INFO : Epoch 1542 | loss: 0.0311671 | val_loss: 0.0311706 | Time: 2050.75 ms [2022-04-20 21:23:47 main:581] : INFO : Epoch 1543 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 2057.65 ms [2022-04-20 21:23:49 main:581] : INFO : Epoch 1544 | loss: 0.0311643 | val_loss: 0.0311713 | Time: 2050.37 ms [2022-04-20 21:23:51 main:581] : INFO : Epoch 1545 | loss: 0.0311641 | val_loss: 0.0311722 | Time: 2075.5 ms [2022-04-20 21:23:53 main:581] : INFO : Epoch 1546 | loss: 0.0311642 | val_loss: 0.0311698 | Time: 2049.98 ms [2022-04-20 21:23:55 main:581] : INFO : Epoch 1547 | loss: 0.0311655 | val_loss: 0.0311718 | Time: 2053.2 ms [2022-04-20 21:23:57 main:581] : INFO : Epoch 1548 | loss: 0.031164 | val_loss: 0.0311712 | Time: 2055.64 ms [2022-04-20 21:23:59 main:581] : INFO : Epoch 1549 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2052.27 ms [2022-04-20 21:24:01 main:581] : INFO : Epoch 1550 | loss: 0.0311625 | val_loss: 0.0311703 | Time: 2056.93 ms [2022-04-20 21:24:03 main:581] : INFO : Epoch 1551 | loss: 0.0311621 | val_loss: 0.0311711 | Time: 2049.25 ms [2022-04-20 21:24:05 main:581] : INFO : Epoch 1552 | loss: 0.0311624 | val_loss: 0.0311701 | Time: 2059.48 ms [2022-04-20 21:24:07 main:581] : INFO : Epoch 1553 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 2054.24 ms [2022-04-20 21:24:09 main:581] : INFO : Epoch 1554 | loss: 0.031162 | val_loss: 0.0311734 | Time: 2053.16 ms [2022-04-20 21:24:11 main:581] : INFO : Epoch 1555 | loss: 0.0311619 | val_loss: 0.0311722 | Time: 2060.34 ms [2022-04-20 21:24:13 main:581] : INFO : Epoch 1556 | loss: 0.0311611 | val_loss: 0.0311693 | Time: 2052.62 ms [2022-04-20 21:24:15 main:581] : INFO : Epoch 1557 | loss: 0.0311618 | val_loss: 0.0311773 | Time: 2058.02 ms [2022-04-20 21:24:17 main:581] : INFO : Epoch 1558 | loss: 0.0311676 | val_loss: 0.0311742 | Time: 2052.32 ms [2022-04-20 21:24:19 main:581] : INFO : Epoch 1559 | loss: 0.031161 | val_loss: 0.031172 | Time: 2052.5 ms [2022-04-20 21:24:21 main:581] : INFO : Epoch 1560 | loss: 0.0311593 | val_loss: 0.0311713 | Time: 2058.42 ms [2022-04-20 21:24:24 main:581] : INFO : Epoch 1561 | loss: 0.0311596 | val_loss: 0.0311721 | Time: 2053.66 ms [2022-04-20 21:24:26 main:581] : INFO : Epoch 1562 | loss: 0.031161 | val_loss: 0.0311689 | Time: 2060.04 ms [2022-04-20 21:24:28 main:581] : INFO : Epoch 1563 | loss: 0.0311598 | val_loss: 0.0311715 | Time: 2057.14 ms [2022-04-20 21:24:30 main:581] : INFO : Epoch 1564 | loss: 0.0311598 | val_loss: 0.0311708 | Time: 2064.18 ms [2022-04-20 21:24:32 main:581] : INFO : Epoch 1565 | loss: 0.0311597 | val_loss: 0.0311706 | Time: 2071.94 ms [2022-04-20 21:24:34 main:581] : INFO : Epoch 1566 | loss: 0.031163 | val_loss: 0.0311702 | Time: 2051.42 ms [2022-04-20 21:24:36 main:581] : INFO : Epoch 1567 | loss: 0.0311628 | val_loss: 0.0311719 | Time: 2056.37 ms [2022-04-20 21:24:38 main:581] : INFO : Epoch 1568 | loss: 0.0311612 | val_loss: 0.0311705 | Time: 2051.71 ms [2022-04-20 21:24:40 main:581] : INFO : Epoch 1569 | loss: 0.0311623 | val_loss: 0.0311708 | Time: 2058.35 ms [2022-04-20 21:24:42 main:581] : INFO : Epoch 1570 | loss: 0.0311604 | val_loss: 0.0311676 | Time: 2052.9 ms [2022-04-20 21:24:44 main:581] : INFO : Epoch 1571 | loss: 0.0311617 | val_loss: 0.0311673 | Time: 2052.39 ms [2022-04-20 21:24:46 main:581] : INFO : Epoch 1572 | loss: 0.0311597 | val_loss: 0.0311662 | Time: 2057.14 ms [2022-04-20 21:24:48 main:581] : INFO : Epoch 1573 | loss: 0.0311597 | val_loss: 0.0311683 | Time: 2049.94 ms [2022-04-20 21:24:50 main:581] : INFO : Epoch 1574 | loss: 0.0311601 | val_loss: 0.0311688 | Time: 2058.87 ms [2022-04-20 21:24:52 main:581] : INFO : Epoch 1575 | loss: 0.0311685 | val_loss: 0.031168 | Time: 2050.67 ms [2022-04-20 21:24:54 main:581] : INFO : Epoch 1576 | loss: 0.0311643 | val_loss: 0.0311674 | Time: 2049.92 ms [2022-04-20 21:24:56 main:581] : INFO : Epoch 1577 | loss: 0.0311614 | val_loss: 0.0311706 | Time: 2069.56 ms [2022-04-20 21:24:58 main:581] : INFO : Epoch 1578 | loss: 0.0311632 | val_loss: 0.0311647 | Time: 2051.67 ms [2022-04-20 21:25:01 main:581] : INFO : Epoch 1579 | loss: 0.0311632 | val_loss: 0.0311671 | Time: 2059.37 ms [2022-04-20 21:25:03 main:581] : INFO : Epoch 1580 | loss: 0.0311663 | val_loss: 0.0311656 | Time: 2058.64 ms [2022-04-20 21:25:05 main:581] : INFO : Epoch 1581 | loss: 0.0311645 | val_loss: 0.0311669 | Time: 2059.46 ms [2022-04-20 21:25:07 main:581] : INFO : Epoch 1582 | loss: 0.031165 | val_loss: 0.0311653 | Time: 2055.84 ms [2022-04-20 21:25:09 main:581] : INFO : Epoch 1583 | loss: 0.0311617 | val_loss: 0.0311654 | Time: 2051.85 ms [2022-04-20 21:25:11 main:581] : INFO : Epoch 1584 | loss: 0.031162 | val_loss: 0.0311666 | Time: 2058.26 ms [2022-04-20 21:25:13 main:581] : INFO : Epoch 1585 | loss: 0.0311618 | val_loss: 0.0311661 | Time: 2051.26 ms [2022-04-20 21:25:15 main:581] : INFO : Epoch 1586 | loss: 0.0311645 | val_loss: 0.0311662 | Time: 2058.06 ms [2022-04-20 21:25:17 main:581] : INFO : Epoch 1587 | loss: 0.0311653 | val_loss: 0.0311683 | Time: 2052.14 ms [2022-04-20 21:25:19 main:581] : INFO : Epoch 1588 | loss: 0.0311661 | val_loss: 0.0311636 | Time: 2049.3 ms [2022-04-20 21:25:21 main:581] : INFO : Epoch 1589 | loss: 0.0311646 | val_loss: 0.0311666 | Time: 2062.82 ms [2022-04-20 21:25:23 main:581] : INFO : Epoch 1590 | loss: 0.0311648 | val_loss: 0.0311685 | Time: 2057.82 ms [2022-04-20 21:25:25 main:581] : INFO : Epoch 1591 | loss: 0.0311627 | val_loss: 0.0311684 | Time: 2062.65 ms [2022-04-20 21:25:27 main:581] : INFO : Epoch 1592 | loss: 0.0311613 | val_loss: 0.0311667 | Time: 2053.41 ms [2022-04-20 21:25:29 main:581] : INFO : Epoch 1593 | loss: 0.0311637 | val_loss: 0.0311697 | Time: 2051.74 ms [2022-04-20 21:25:31 main:581] : INFO : Epoch 1594 | loss: 0.0311608 | val_loss: 0.0311665 | Time: 2056.42 ms [2022-04-20 21:25:33 main:581] : INFO : Epoch 1595 | loss: 0.031161 | val_loss: 0.0311655 | Time: 2050.06 ms [2022-04-20 21:25:36 main:581] : INFO : Epoch 1596 | loss: 0.0311601 | val_loss: 0.0311672 | Time: 2092.03 ms [2022-04-20 21:25:38 main:581] : INFO : Epoch 1597 | loss: 0.0311675 | val_loss: 0.0311687 | Time: 2051.59 ms [2022-04-20 21:25:40 main:581] : INFO : Epoch 1598 | loss: 0.0311701 | val_loss: 0.0311722 | Time: 2054.79 ms [2022-04-20 21:25:42 main:581] : INFO : Epoch 1599 | loss: 0.0311695 | val_loss: 0.0311749 | Time: 2056.03 ms [2022-04-20 21:25:44 main:581] : INFO : Epoch 1600 | loss: 0.0311686 | val_loss: 0.031175 | Time: 2051.11 ms [2022-04-20 21:25:46 main:581] : INFO : Epoch 1601 | loss: 0.0311672 | val_loss: 0.0311708 | Time: 2057.53 ms [2022-04-20 21:25:48 main:581] : INFO : Epoch 1602 | loss: 0.0311653 | val_loss: 0.0311702 | Time: 2050.78 ms [2022-04-20 21:25:50 main:581] : INFO : Epoch 1603 | loss: 0.0311655 | val_loss: 0.0311719 | Time: 2076.11 ms [2022-04-20 21:25:52 main:581] : INFO : Epoch 1604 | loss: 0.0311723 | val_loss: 0.0311814 | Time: 2051.02 ms [2022-04-20 21:25:54 main:581] : INFO : Epoch 1605 | loss: 0.0311817 | val_loss: 0.0311844 | Time: 2051.52 ms [2022-04-20 21:25:56 main:581] : INFO : Epoch 1606 | loss: 0.0311824 | val_loss: 0.0311846 | Time: 2055.81 ms [2022-04-20 21:25:58 main:581] : INFO : Epoch 1607 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 2051.49 ms [2022-04-20 21:26:00 main:581] : INFO : Epoch 1608 | loss: 0.0311796 | val_loss: 0.0311821 | Time: 2058.05 ms [2022-04-20 21:26:02 main:581] : INFO : Epoch 1609 | loss: 0.0311763 | val_loss: 0.0311816 | Time: 2050.93 ms [2022-04-20 21:26:04 main:581] : INFO : Epoch 1610 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 2051.22 ms [2022-04-20 21:26:06 main:581] : INFO : Epoch 1611 | loss: 0.0311775 | val_loss: 0.0311836 | Time: 2061.52 ms [2022-04-20 21:26:08 main:581] : INFO : Epoch 1612 | loss: 0.0311793 | val_loss: 0.0311798 | Time: 2053.78 ms [2022-04-20 21:26:10 main:581] : INFO : Epoch 1613 | loss: 0.0311761 | val_loss: 0.0311768 | Time: 2058.79 ms [2022-04-20 21:26:13 main:581] : INFO : Epoch 1614 | loss: 0.0311777 | val_loss: 0.031182 | Time: 2054.06 ms [2022-04-20 21:26:15 main:581] : INFO : Epoch 1615 | loss: 0.0311774 | val_loss: 0.0311786 | Time: 2056.79 ms [2022-04-20 21:26:17 main:581] : INFO : Epoch 1616 | loss: 0.0311748 | val_loss: 0.0311798 | Time: 2066.85 ms [2022-04-20 21:26:19 main:581] : INFO : Epoch 1617 | loss: 0.0311736 | val_loss: 0.0311781 | Time: 2057.78 ms [2022-04-20 21:26:21 main:581] : INFO : Epoch 1618 | loss: 0.0311724 | val_loss: 0.0311785 | Time: 2062.88 ms [2022-04-20 21:26:23 main:581] : INFO : Epoch 1619 | loss: 0.0311735 | val_loss: 0.0311777 | Time: 2058.71 ms [2022-04-20 21:26:25 main:581] : INFO : Epoch 1620 | loss: 0.0311762 | val_loss: 0.0311792 | Time: 2069.28 ms [2022-04-20 21:26:27 main:581] : INFO : Epoch 1621 | loss: 0.0311724 | val_loss: 0.0311746 | Time: 2051.33 ms [2022-04-20 21:26:29 main:581] : INFO : Epoch 1622 | loss: 0.0311716 | val_loss: 0.0311751 | Time: 2052.93 ms [2022-04-20 21:26:31 main:581] : INFO : Epoch 1623 | loss: 0.0311713 | val_loss: 0.0311771 | Time: 2060.8 ms [2022-04-20 21:26:33 main:581] : INFO : Epoch 1624 | loss: 0.0311718 | val_loss: 0.031175 | Time: 2053.98 ms [2022-04-20 21:26:35 main:581] : INFO : Epoch 1625 | loss: 0.0311714 | val_loss: 0.0311788 | Time: 2059.57 ms [2022-04-20 21:26:37 main:581] : INFO : Epoch 1626 | loss: 0.0311744 | val_loss: 0.031175 | Time: 2062.2 ms [2022-04-20 21:26:39 main:581] : INFO : Epoch 1627 | loss: 0.0311703 | val_loss: 0.031176 | Time: 2059.44 ms [2022-04-20 21:26:41 main:581] : INFO : Epoch 1628 | loss: 0.0311699 | val_loss: 0.0311754 | Time: 2062.93 ms [2022-04-20 21:26:43 main:581] : INFO : Epoch 1629 | loss: 0.0311709 | val_loss: 0.0311756 | Time: 2053 ms [2022-04-20 21:26:45 main:581] : INFO : Epoch 1630 | loss: 0.0311709 | val_loss: 0.0311759 | Time: 2062.1 ms [2022-04-20 21:26:48 main:581] : INFO : Epoch 1631 | loss: 0.0311689 | val_loss: 0.0311748 | Time: 2050.86 ms [2022-04-20 21:26:50 main:581] : INFO : Epoch 1632 | loss: 0.0311697 | val_loss: 0.0311828 | Time: 2051.35 ms [2022-04-20 21:26:52 main:581] : INFO : Epoch 1633 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 2062.35 ms [2022-04-20 21:26:54 main:581] : INFO : Epoch 1634 | loss: 0.0311711 | val_loss: 0.0311762 | Time: 2057.57 ms [2022-04-20 21:26:56 main:581] : INFO : Epoch 1635 | loss: 0.0311714 | val_loss: 0.0311787 | Time: 2064.92 ms [2022-04-20 21:26:58 main:581] : INFO : Epoch 1636 | loss: 0.0311716 | val_loss: 0.0311745 | Time: 2051.09 ms [2022-04-20 21:27:00 main:581] : INFO : Epoch 1637 | loss: 0.0311693 | val_loss: 0.0311728 | Time: 2075.49 ms [2022-04-20 21:27:02 main:581] : INFO : Epoch 1638 | loss: 0.0311683 | val_loss: 0.0311746 | Time: 2051.49 ms [2022-04-20 21:27:04 main:581] : INFO : Epoch 1639 | loss: 0.0311674 | val_loss: 0.0311745 | Time: 2050.57 ms [2022-04-20 21:27:06 main:581] : INFO : Epoch 1640 | loss: 0.0311673 | val_loss: 0.0311731 | Time: 2058.25 ms [2022-04-20 21:27:08 main:581] : INFO : Epoch 1641 | loss: 0.0311668 | val_loss: 0.0311726 | Time: 2051.8 ms [2022-04-20 21:27:10 main:581] : INFO : Epoch 1642 | loss: 0.0311661 | val_loss: 0.0311744 | Time: 2059.71 ms [2022-04-20 21:27:12 main:581] : INFO : Epoch 1643 | loss: 0.031168 | val_loss: 0.0311774 | Time: 2051.05 ms [2022-04-20 21:27:14 main:581] : INFO : Epoch 1644 | loss: 0.0311694 | val_loss: 0.031176 | Time: 2050.76 ms [2022-04-20 21:27:16 main:581] : INFO : Epoch 1645 | loss: 0.0311709 | val_loss: 0.0311818 | Time: 2060.14 ms [2022-04-20 21:27:18 main:581] : INFO : Epoch 1646 | loss: 0.0311731 | val_loss: 0.0311775 | Time: 2051.47 ms [2022-04-20 21:27:20 main:581] : INFO : Epoch 1647 | loss: 0.0311725 | val_loss: 0.0311821 | Time: 2058.14 ms [2022-04-20 21:27:23 main:581] : INFO : Epoch 1648 | loss: 0.0311759 | val_loss: 0.0311781 | Time: 2052.43 ms [2022-04-20 21:27:25 main:581] : INFO : Epoch 1649 | loss: 0.0311752 | val_loss: 0.0311772 | Time: 2051.19 ms [2022-04-20 21:27:27 main:581] : INFO : Epoch 1650 | loss: 0.0311746 | val_loss: 0.031176 | Time: 2057.93 ms [2022-04-20 21:27:29 main:581] : INFO : Epoch 1651 | loss: 0.0311718 | val_loss: 0.0311822 | Time: 2050.01 ms [2022-04-20 21:27:31 main:581] : INFO : Epoch 1652 | loss: 0.0311729 | val_loss: 0.0311826 | Time: 2060.91 ms [2022-04-20 21:27:33 main:581] : INFO : Epoch 1653 | loss: 0.0311719 | val_loss: 0.0311756 | Time: 2057.16 ms [2022-04-20 21:27:35 main:581] : INFO : Epoch 1654 | loss: 0.0311701 | val_loss: 0.0311749 | Time: 2065.91 ms [2022-04-20 21:27:37 main:581] : INFO : Epoch 1655 | loss: 0.03117 | val_loss: 0.0311743 | Time: 2049.26 ms [2022-04-20 21:27:39 main:581] : INFO : Epoch 1656 | loss: 0.031169 | val_loss: 0.0311748 | Time: 2049.56 ms [2022-04-20 21:27:41 main:581] : INFO : Epoch 1657 | loss: 0.0311702 | val_loss: 0.0311746 | Time: 2055.87 ms [2022-04-20 21:27:43 main:581] : INFO : Epoch 1658 | loss: 0.0311683 | val_loss: 0.0311744 | Time: 2049.41 ms [2022-04-20 21:27:45 main:581] : INFO : Epoch 1659 | loss: 0.0311669 | val_loss: 0.031175 | Time: 2059.19 ms [2022-04-20 21:27:47 main:581] : INFO : Epoch 1660 | loss: 0.0311715 | val_loss: 0.0311749 | Time: 2058.01 ms [2022-04-20 21:27:49 main:581] : INFO : Epoch 1661 | loss: 0.0311699 | val_loss: 0.031174 | Time: 2057.08 ms [2022-04-20 21:27:51 main:581] : INFO : Epoch 1662 | loss: 0.0311688 | val_loss: 0.0311768 | Time: 2063.69 ms [2022-04-20 21:27:53 main:581] : INFO : Epoch 1663 | loss: 0.0311673 | val_loss: 0.031172 | Time: 2057.5 ms [2022-04-20 21:27:55 main:581] : INFO : Epoch 1664 | loss: 0.031165 | val_loss: 0.031172 | Time: 2064.29 ms [2022-04-20 21:27:57 main:581] : INFO : Epoch 1665 | loss: 0.0311644 | val_loss: 0.0311753 | Time: 2057.89 ms [2022-04-20 21:28:00 main:581] : INFO : Epoch 1666 | loss: 0.0311654 | val_loss: 0.0311721 | Time: 2059.95 ms [2022-04-20 21:28:02 main:581] : INFO : Epoch 1667 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 2059.48 ms [2022-04-20 21:28:04 main:581] : INFO : Epoch 1668 | loss: 0.0311658 | val_loss: 0.0311728 | Time: 2050.91 ms [2022-04-20 21:28:06 main:581] : INFO : Epoch 1669 | loss: 0.0311653 | val_loss: 0.0311736 | Time: 2077.79 ms [2022-04-20 21:28:08 main:581] : INFO : Epoch 1670 | loss: 0.0311651 | val_loss: 0.0311723 | Time: 2051.48 ms [2022-04-20 21:28:10 main:581] : INFO : Epoch 1671 | loss: 0.0311679 | val_loss: 0.0311733 | Time: 2057.55 ms [2022-04-20 21:28:12 main:581] : INFO : Epoch 1672 | loss: 0.0311669 | val_loss: 0.0311712 | Time: 2053.45 ms [2022-04-20 21:28:14 main:581] : INFO : Epoch 1673 | loss: 0.0311634 | val_loss: 0.0311717 | Time: 2052.18 ms [2022-04-20 21:28:16 main:581] : INFO : Epoch 1674 | loss: 0.031163 | val_loss: 0.0311745 | Time: 2057.09 ms [2022-04-20 21:28:18 main:581] : INFO : Epoch 1675 | loss: 0.0311684 | val_loss: 0.0311744 | Time: 2050.56 ms [2022-04-20 21:28:20 main:581] : INFO : Epoch 1676 | loss: 0.0311671 | val_loss: 0.0311758 | Time: 2057.3 ms [2022-04-20 21:28:22 main:581] : INFO : Epoch 1677 | loss: 0.031167 | val_loss: 0.0311751 | Time: 2049.63 ms [2022-04-20 21:28:24 main:581] : INFO : Epoch 1678 | loss: 0.031166 | val_loss: 0.0311763 | Time: 2049.77 ms [2022-04-20 21:28:26 main:581] : INFO : Epoch 1679 | loss: 0.0311651 | val_loss: 0.0311739 | Time: 2058.8 ms [2022-04-20 21:28:28 main:581] : INFO : Epoch 1680 | loss: 0.0311645 | val_loss: 0.0311755 | Time: 2054.69 ms [2022-04-20 21:28:30 main:581] : INFO : Epoch 1681 | loss: 0.031165 | val_loss: 0.0311758 | Time: 2062.43 ms [2022-04-20 21:28:32 main:581] : INFO : Epoch 1682 | loss: 0.0311635 | val_loss: 0.0311733 | Time: 2052.31 ms [2022-04-20 21:28:34 main:581] : INFO : Epoch 1683 | loss: 0.0311625 | val_loss: 0.0311728 | Time: 2052.32 ms [2022-04-20 21:28:37 main:581] : INFO : Epoch 1684 | loss: 0.0311624 | val_loss: 0.0311708 | Time: 2057.78 ms [2022-04-20 21:28:39 main:581] : INFO : Epoch 1685 | loss: 0.0311618 | val_loss: 0.0311709 | Time: 2051.92 ms [2022-04-20 21:28:41 main:581] : INFO : Epoch 1686 | loss: 0.031162 | val_loss: 0.0311728 | Time: 2054.4 ms [2022-04-20 21:28:43 main:581] : INFO : Epoch 1687 | loss: 0.0311629 | val_loss: 0.0311717 | Time: 2051.2 ms [2022-04-20 21:28:45 main:581] : INFO : Epoch 1688 | loss: 0.0311618 | val_loss: 0.031172 | Time: 2054.29 ms [2022-04-20 21:28:47 main:581] : INFO : Epoch 1689 | loss: 0.0311615 | val_loss: 0.0311719 | Time: 2054.13 ms [2022-04-20 21:28:49 main:581] : INFO : Epoch 1690 | loss: 0.031162 | val_loss: 0.0311753 | Time: 2051.41 ms [2022-04-20 21:28:51 main:581] : INFO : Epoch 1691 | loss: 0.031165 | val_loss: 0.0311718 | Time: 2056.58 ms [2022-04-20 21:28:53 main:581] : INFO : Epoch 1692 | loss: 0.0311629 | val_loss: 0.0311729 | Time: 2048.54 ms [2022-04-20 21:28:55 main:581] : INFO : Epoch 1693 | loss: 0.0311613 | val_loss: 0.0311777 | Time: 2056.84 ms [2022-04-20 21:28:57 main:581] : INFO : Epoch 1694 | loss: 0.0311641 | val_loss: 0.0311736 | Time: 2049.65 ms [2022-04-20 21:28:59 main:581] : INFO : Epoch 1695 | loss: 0.0311616 | val_loss: 0.0311699 | Time: 2048.82 ms [2022-04-20 21:29:01 main:581] : INFO : Epoch 1696 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 2056.86 ms [2022-04-20 21:29:03 main:581] : INFO : Epoch 1697 | loss: 0.0311631 | val_loss: 0.0311731 | Time: 2052.84 ms [2022-04-20 21:29:05 main:581] : INFO : Epoch 1698 | loss: 0.0311632 | val_loss: 0.0311759 | Time: 2076.2 ms [2022-04-20 21:29:07 main:581] : INFO : Epoch 1699 | loss: 0.0311623 | val_loss: 0.0311713 | Time: 2049.34 ms [2022-04-20 21:29:09 main:581] : INFO : Epoch 1700 | loss: 0.0311627 | val_loss: 0.031174 | Time: 2051.08 ms [2022-04-20 21:29:11 main:581] : INFO : Epoch 1701 | loss: 0.0311622 | val_loss: 0.0311713 | Time: 2058.38 ms [2022-04-20 21:29:14 main:581] : INFO : Epoch 1702 | loss: 0.0311606 | val_loss: 0.0311706 | Time: 2050.41 ms [2022-04-20 21:29:16 main:581] : INFO : Epoch 1703 | loss: 0.0311632 | val_loss: 0.0311698 | Time: 2057.34 ms [2022-04-20 21:29:18 main:581] : INFO : Epoch 1704 | loss: 0.0311629 | val_loss: 0.0311658 | Time: 2051.19 ms [2022-04-20 21:29:20 main:581] : INFO : Epoch 1705 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 2054.63 ms [2022-04-20 21:29:22 main:581] : INFO : Epoch 1706 | loss: 0.0311619 | val_loss: 0.0311698 | Time: 2055.19 ms [2022-04-20 21:29:24 main:581] : INFO : Epoch 1707 | loss: 0.0311632 | val_loss: 0.0311697 | Time: 2050.16 ms [2022-04-20 21:29:26 main:581] : INFO : Epoch 1708 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 2066.69 ms [2022-04-20 21:29:28 main:581] : INFO : Epoch 1709 | loss: 0.0311611 | val_loss: 0.0311688 | Time: 2050.27 ms [2022-04-20 21:29:30 main:581] : INFO : Epoch 1710 | loss: 0.031161 | val_loss: 0.0311689 | Time: 2054.89 ms [2022-04-20 21:29:32 main:581] : INFO : Epoch 1711 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 2050.93 ms [2022-04-20 21:29:34 main:581] : INFO : Epoch 1712 | loss: 0.0311617 | val_loss: 0.0311709 | Time: 2051.32 ms [2022-04-20 21:29:36 main:581] : INFO : Epoch 1713 | loss: 0.0311603 | val_loss: 0.0311684 | Time: 2057.92 ms [2022-04-20 21:29:38 main:581] : INFO : Epoch 1714 | loss: 0.0311621 | val_loss: 0.0311691 | Time: 2051.14 ms [2022-04-20 21:29:40 main:581] : INFO : Epoch 1715 | loss: 0.0311685 | val_loss: 0.0311695 | Time: 2060.96 ms [2022-04-20 21:29:42 main:581] : INFO : Epoch 1716 | loss: 0.0311717 | val_loss: 0.0311747 | Time: 2055.92 ms [2022-04-20 21:29:44 main:581] : INFO : Epoch 1717 | loss: 0.0311687 | val_loss: 0.0311677 | Time: 2055.71 ms [2022-04-20 21:29:46 main:581] : INFO : Epoch 1718 | loss: 0.0311645 | val_loss: 0.0311682 | Time: 2063.21 ms [2022-04-20 21:29:48 main:581] : INFO : Epoch 1719 | loss: 0.0311658 | val_loss: 0.0311691 | Time: 2051.1 ms [2022-04-20 21:29:51 main:581] : INFO : Epoch 1720 | loss: 0.0311655 | val_loss: 0.0311696 | Time: 2058.36 ms [2022-04-20 21:29:53 main:581] : INFO : Epoch 1721 | loss: 0.0311628 | val_loss: 0.0311687 | Time: 2051.88 ms [2022-04-20 21:29:55 main:581] : INFO : Epoch 1722 | loss: 0.031164 | val_loss: 0.0311743 | Time: 2052.85 ms [2022-04-20 21:29:57 main:581] : INFO : Epoch 1723 | loss: 0.0311644 | val_loss: 0.0311705 | Time: 2054.62 ms [2022-04-20 21:29:59 main:581] : INFO : Epoch 1724 | loss: 0.0311627 | val_loss: 0.0311699 | Time: 2050.77 ms [2022-04-20 21:30:01 main:581] : INFO : Epoch 1725 | loss: 0.0311609 | val_loss: 0.0311706 | Time: 2064.89 ms [2022-04-20 21:30:03 main:581] : INFO : Epoch 1726 | loss: 0.0311609 | val_loss: 0.0311686 | Time: 2055.31 ms [2022-04-20 21:30:05 main:581] : INFO : Epoch 1727 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 2071.2 ms [2022-04-20 21:30:07 main:581] : INFO : Epoch 1728 | loss: 0.0311627 | val_loss: 0.0311696 | Time: 2055.02 ms [2022-04-20 21:30:09 main:581] : INFO : Epoch 1729 | loss: 0.031164 | val_loss: 0.0311679 | Time: 2050.26 ms [2022-04-20 21:30:11 main:581] : INFO : Epoch 1730 | loss: 0.031163 | val_loss: 0.0311712 | Time: 2058.05 ms [2022-04-20 21:30:13 main:581] : INFO : Epoch 1731 | loss: 0.0311611 | val_loss: 0.0311673 | Time: 2053.09 ms [2022-04-20 21:30:15 main:581] : INFO : Epoch 1732 | loss: 0.0311603 | val_loss: 0.0311681 | Time: 2058.41 ms [2022-04-20 21:30:17 main:581] : INFO : Epoch 1733 | loss: 0.03116 | val_loss: 0.0311678 | Time: 2051.8 ms [2022-04-20 21:30:19 main:581] : INFO : Epoch 1734 | loss: 0.0311589 | val_loss: 0.0311693 | Time: 2051.99 ms [2022-04-20 21:30:21 main:581] : INFO : Epoch 1735 | loss: 0.0311607 | val_loss: 0.0311697 | Time: 2055.59 ms [2022-04-20 21:30:23 main:581] : INFO : Epoch 1736 | loss: 0.03116 | val_loss: 0.0311698 | Time: 2052.53 ms [2022-04-20 21:30:25 main:581] : INFO : Epoch 1737 | loss: 0.03116 | val_loss: 0.0311686 | Time: 2056.05 ms [2022-04-20 21:30:28 main:581] : INFO : Epoch 1738 | loss: 0.031159 | val_loss: 0.0311668 | Time: 2050.56 ms [2022-04-20 21:30:30 main:581] : INFO : Epoch 1739 | loss: 0.0311583 | val_loss: 0.0311664 | Time: 2050.21 ms [2022-04-20 21:30:32 main:581] : INFO : Epoch 1740 | loss: 0.0311578 | val_loss: 0.0311681 | Time: 2055.54 ms [2022-04-20 21:30:34 main:581] : INFO : Epoch 1741 | loss: 0.0311593 | val_loss: 0.0311705 | Time: 2050.26 ms [2022-04-20 21:30:36 main:581] : INFO : Epoch 1742 | loss: 0.0311615 | val_loss: 0.0311723 | Time: 2056.29 ms [2022-04-20 21:30:38 main:581] : INFO : Epoch 1743 | loss: 0.0311649 | val_loss: 0.0311815 | Time: 2052.14 ms [2022-04-20 21:30:40 main:581] : INFO : Epoch 1744 | loss: 0.0311663 | val_loss: 0.0311707 | Time: 2056.46 ms [2022-04-20 21:30:42 main:581] : INFO : Epoch 1745 | loss: 0.0311626 | val_loss: 0.0311669 | Time: 2050.46 ms [2022-04-20 21:30:44 main:581] : INFO : Epoch 1746 | loss: 0.0311602 | val_loss: 0.0311652 | Time: 2051.74 ms [2022-04-20 21:30:46 main:581] : INFO : Epoch 1747 | loss: 0.0311608 | val_loss: 0.0311663 | Time: 2067.92 ms [2022-04-20 21:30:48 main:581] : INFO : Epoch 1748 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2050.91 ms [2022-04-20 21:30:50 main:581] : INFO : Epoch 1749 | loss: 0.0311651 | val_loss: 0.0311703 | Time: 2055.15 ms [2022-04-20 21:30:52 main:581] : INFO : Epoch 1750 | loss: 0.0311635 | val_loss: 0.0311694 | Time: 2050.74 ms [2022-04-20 21:30:54 main:581] : INFO : Epoch 1751 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 2049.59 ms [2022-04-20 21:30:56 main:581] : INFO : Epoch 1752 | loss: 0.0311653 | val_loss: 0.0311692 | Time: 2057.26 ms [2022-04-20 21:30:58 main:581] : INFO : Epoch 1753 | loss: 0.0311639 | val_loss: 0.0311693 | Time: 2047.95 ms [2022-04-20 21:31:00 main:581] : INFO : Epoch 1754 | loss: 0.0311636 | val_loss: 0.0311679 | Time: 2056.31 ms [2022-04-20 21:31:02 main:581] : INFO : Epoch 1755 | loss: 0.0311627 | val_loss: 0.0311671 | Time: 2049.9 ms [2022-04-20 21:31:04 main:581] : INFO : Epoch 1756 | loss: 0.031163 | val_loss: 0.031168 | Time: 2050.25 ms [2022-04-20 21:31:07 main:581] : INFO : Epoch 1757 | loss: 0.0311627 | val_loss: 0.0311683 | Time: 2058.16 ms [2022-04-20 21:31:09 main:581] : INFO : Epoch 1758 | loss: 0.0311716 | val_loss: 0.0311755 | Time: 2052.19 ms [2022-04-20 21:31:11 main:581] : INFO : Epoch 1759 | loss: 0.0311723 | val_loss: 0.0311778 | Time: 2056.08 ms [2022-04-20 21:31:13 main:581] : INFO : Epoch 1760 | loss: 0.0311735 | val_loss: 0.0311724 | Time: 2052.13 ms [2022-04-20 21:31:15 main:581] : INFO : Epoch 1761 | loss: 0.0311788 | val_loss: 0.0311867 | Time: 2057.65 ms [2022-04-20 21:31:17 main:581] : INFO : Epoch 1762 | loss: 0.0311855 | val_loss: 0.0311821 | Time: 2053.26 ms [2022-04-20 21:31:19 main:581] : INFO : Epoch 1763 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 2050.43 ms [2022-04-20 21:31:21 main:581] : INFO : Epoch 1764 | loss: 0.0311799 | val_loss: 0.0311796 | Time: 2058.1 ms [2022-04-20 21:31:23 main:581] : INFO : Epoch 1765 | loss: 0.0311769 | val_loss: 0.0311768 | Time: 2052.18 ms [2022-04-20 21:31:25 main:581] : INFO : Epoch 1766 | loss: 0.0311752 | val_loss: 0.0311759 | Time: 2075.61 ms [2022-04-20 21:31:27 main:581] : INFO : Epoch 1767 | loss: 0.0311744 | val_loss: 0.0311751 | Time: 2051.01 ms [2022-04-20 21:31:29 main:581] : INFO : Epoch 1768 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 2049.9 ms [2022-04-20 21:31:31 main:581] : INFO : Epoch 1769 | loss: 0.0311705 | val_loss: 0.0311768 | Time: 2057.27 ms [2022-04-20 21:31:33 main:581] : INFO : Epoch 1770 | loss: 0.0311721 | val_loss: 0.0311771 | Time: 2051.17 ms [2022-04-20 21:31:35 main:581] : INFO : Epoch 1771 | loss: 0.0311702 | val_loss: 0.0311772 | Time: 2057.34 ms [2022-04-20 21:31:37 main:581] : INFO : Epoch 1772 | loss: 0.0311708 | val_loss: 0.0311758 | Time: 2049.11 ms [2022-04-20 21:31:39 main:581] : INFO : Epoch 1773 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 2049.78 ms [2022-04-20 21:31:41 main:581] : INFO : Epoch 1774 | loss: 0.0311681 | val_loss: 0.0311728 | Time: 2058.46 ms [2022-04-20 21:31:44 main:581] : INFO : Epoch 1775 | loss: 0.0311663 | val_loss: 0.0311709 | Time: 2051.77 ms [2022-04-20 21:31:46 main:581] : INFO : Epoch 1776 | loss: 0.0311691 | val_loss: 0.0311743 | Time: 2071.15 ms [2022-04-20 21:31:48 main:581] : INFO : Epoch 1777 | loss: 0.0311894 | val_loss: 0.0312007 | Time: 2059.95 ms [2022-04-20 21:31:50 main:581] : INFO : Epoch 1778 | loss: 0.0311968 | val_loss: 0.0311938 | Time: 2062.4 ms [2022-04-20 21:31:52 main:581] : INFO : Epoch 1779 | loss: 0.031191 | val_loss: 0.031188 | Time: 2062.24 ms [2022-04-20 21:31:54 main:581] : INFO : Epoch 1780 | loss: 0.0311871 | val_loss: 0.0311871 | Time: 2059.78 ms [2022-04-20 21:31:56 main:581] : INFO : Epoch 1781 | loss: 0.0311848 | val_loss: 0.0311856 | Time: 2063.49 ms [2022-04-20 21:31:58 main:581] : INFO : Epoch 1782 | loss: 0.0311828 | val_loss: 0.031185 | Time: 2051.68 ms [2022-04-20 21:32:00 main:581] : INFO : Epoch 1783 | loss: 0.0311819 | val_loss: 0.0311862 | Time: 2061.05 ms [2022-04-20 21:32:02 main:581] : INFO : Epoch 1784 | loss: 0.0311803 | val_loss: 0.0311837 | Time: 2051.53 ms [2022-04-20 21:32:04 main:581] : INFO : Epoch 1785 | loss: 0.031179 | val_loss: 0.0311829 | Time: 2052.42 ms [2022-04-20 21:32:06 main:581] : INFO : Epoch 1786 | loss: 0.0311802 | val_loss: 0.0311849 | Time: 2059.48 ms [2022-04-20 21:32:08 main:581] : INFO : Epoch 1787 | loss: 0.0311791 | val_loss: 0.0311819 | Time: 2054.23 ms [2022-04-20 21:32:10 main:581] : INFO : Epoch 1788 | loss: 0.0311784 | val_loss: 0.0311802 | Time: 2058.42 ms [2022-04-20 21:32:12 main:581] : INFO : Epoch 1789 | loss: 0.0311754 | val_loss: 0.0311801 | Time: 2055.09 ms [2022-04-20 21:32:14 main:581] : INFO : Epoch 1790 | loss: 0.0311749 | val_loss: 0.0311799 | Time: 2051.65 ms [2022-04-20 21:32:16 main:581] : INFO : Epoch 1791 | loss: 0.0311756 | val_loss: 0.0311784 | Time: 2059.49 ms [2022-04-20 21:32:19 main:581] : INFO : Epoch 1792 | loss: 0.0311739 | val_loss: 0.0311777 | Time: 2052.2 ms [2022-04-20 21:32:21 main:581] : INFO : Epoch 1793 | loss: 0.0311746 | val_loss: 0.0311785 | Time: 2058.86 ms [2022-04-20 21:32:23 main:581] : INFO : Epoch 1794 | loss: 0.0311718 | val_loss: 0.0311768 | Time: 2052.22 ms [2022-04-20 21:32:25 main:581] : INFO : Epoch 1795 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 2057.99 ms [2022-04-20 21:32:27 main:581] : INFO : Epoch 1796 | loss: 0.0311726 | val_loss: 0.0311763 | Time: 2055.25 ms [2022-04-20 21:32:29 main:581] : INFO : Epoch 1797 | loss: 0.0311736 | val_loss: 0.0311797 | Time: 2052.61 ms [2022-04-20 21:32:31 main:581] : INFO : Epoch 1798 | loss: 0.031172 | val_loss: 0.0311763 | Time: 2055.82 ms [2022-04-20 21:32:33 main:581] : INFO : Epoch 1799 | loss: 0.0311704 | val_loss: 0.031175 | Time: 2051 ms [2022-04-20 21:32:35 main:581] : INFO : Epoch 1800 | loss: 0.0311694 | val_loss: 0.0311753 | Time: 2064.33 ms [2022-04-20 21:32:37 main:581] : INFO : Epoch 1801 | loss: 0.0311711 | val_loss: 0.0311786 | Time: 2051.7 ms [2022-04-20 21:32:39 main:581] : INFO : Epoch 1802 | loss: 0.0311696 | val_loss: 0.0311744 | Time: 2049.9 ms [2022-04-20 21:32:41 main:581] : INFO : Epoch 1803 | loss: 0.0311691 | val_loss: 0.0311742 | Time: 2055.46 ms [2022-04-20 21:32:43 main:581] : INFO : Epoch 1804 | loss: 0.0311694 | val_loss: 0.0311758 | Time: 2049.19 ms [2022-04-20 21:32:45 main:581] : INFO : Epoch 1805 | loss: 0.0311695 | val_loss: 0.031175 | Time: 2056.63 ms [2022-04-20 21:32:47 main:581] : INFO : Epoch 1806 | loss: 0.0311695 | val_loss: 0.0311738 | Time: 2051.19 ms [2022-04-20 21:32:49 main:581] : INFO : Epoch 1807 | loss: 0.0311679 | val_loss: 0.0311732 | Time: 2051.38 ms [2022-04-20 21:32:51 main:581] : INFO : Epoch 1808 | loss: 0.0311676 | val_loss: 0.0311733 | Time: 2057.46 ms [2022-04-20 21:32:53 main:581] : INFO : Epoch 1809 | loss: 0.0311677 | val_loss: 0.0311752 | Time: 2050.65 ms [2022-04-20 21:32:55 main:581] : INFO : Epoch 1810 | loss: 0.0311673 | val_loss: 0.0311757 | Time: 2056.73 ms [2022-04-20 21:32:58 main:581] : INFO : Epoch 1811 | loss: 0.0311665 | val_loss: 0.0311725 | Time: 2051.86 ms [2022-04-20 21:33:00 main:581] : INFO : Epoch 1812 | loss: 0.0311677 | val_loss: 0.0311731 | Time: 2052.45 ms [2022-04-20 21:33:02 main:581] : INFO : Epoch 1813 | loss: 0.0311676 | val_loss: 0.0311723 | Time: 2057.55 ms [2022-04-20 21:33:04 main:581] : INFO : Epoch 1814 | loss: 0.0311693 | val_loss: 0.0311771 | Time: 2051.31 ms [2022-04-20 21:33:06 main:581] : INFO : Epoch 1815 | loss: 0.031169 | val_loss: 0.0311752 | Time: 2056.48 ms [2022-04-20 21:33:08 main:581] : INFO : Epoch 1816 | loss: 0.031171 | val_loss: 0.0311771 | Time: 2050.71 ms [2022-04-20 21:33:10 main:581] : INFO : Epoch 1817 | loss: 0.0311713 | val_loss: 0.031177 | Time: 2056.14 ms [2022-04-20 21:33:12 main:581] : INFO : Epoch 1818 | loss: 0.0311669 | val_loss: 0.0311738 | Time: 2052.76 ms [2022-04-20 21:33:14 main:581] : INFO : Epoch 1819 | loss: 0.031166 | val_loss: 0.031172 | Time: 2049.71 ms [2022-04-20 21:33:16 main:581] : INFO : Epoch 1820 | loss: 0.0311653 | val_loss: 0.0311745 | Time: 2058.3 ms [2022-04-20 21:33:18 main:581] : INFO : Epoch 1821 | loss: 0.0311665 | val_loss: 0.0311799 | Time: 2049.16 ms [2022-04-20 21:33:20 main:581] : INFO : Epoch 1822 | loss: 0.0311643 | val_loss: 0.0311717 | Time: 2056.53 ms [2022-04-20 21:33:22 main:581] : INFO : Epoch 1823 | loss: 0.0311644 | val_loss: 0.0311713 | Time: 2051.81 ms [2022-04-20 21:33:24 main:581] : INFO : Epoch 1824 | loss: 0.0311647 | val_loss: 0.0311723 | Time: 2051.19 ms [2022-04-20 21:33:26 main:581] : INFO : Epoch 1825 | loss: 0.0311637 | val_loss: 0.0311742 | Time: 2056.88 ms [2022-04-20 21:33:28 main:581] : INFO : Epoch 1826 | loss: 0.0311675 | val_loss: 0.0311723 | Time: 2049.95 ms [2022-04-20 21:33:30 main:581] : INFO : Epoch 1827 | loss: 0.0311669 | val_loss: 0.0311751 | Time: 2059.13 ms [2022-04-20 21:33:32 main:581] : INFO : Epoch 1828 | loss: 0.0311649 | val_loss: 0.0311739 | Time: 2051.91 ms [2022-04-20 21:33:35 main:581] : INFO : Epoch 1829 | loss: 0.0311644 | val_loss: 0.0311723 | Time: 2051.29 ms [2022-04-20 21:33:37 main:581] : INFO : Epoch 1830 | loss: 0.0311645 | val_loss: 0.0311796 | Time: 2060 ms [2022-04-20 21:33:39 main:581] : INFO : Epoch 1831 | loss: 0.0311665 | val_loss: 0.0311747 | Time: 2053.23 ms [2022-04-20 21:33:41 main:581] : INFO : Epoch 1832 | loss: 0.0311682 | val_loss: 0.0311778 | Time: 2060.14 ms [2022-04-20 21:33:43 main:581] : INFO : Epoch 1833 | loss: 0.0311667 | val_loss: 0.0311797 | Time: 2050.43 ms [2022-04-20 21:33:45 main:581] : INFO : Epoch 1834 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 2059.31 ms [2022-04-20 21:33:47 main:581] : INFO : Epoch 1835 | loss: 0.0311645 | val_loss: 0.0311797 | Time: 2055.48 ms [2022-04-20 21:33:49 main:581] : INFO : Epoch 1836 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 2054.05 ms [2022-04-20 21:33:51 main:581] : INFO : Epoch 1837 | loss: 0.0311667 | val_loss: 0.0311809 | Time: 2060.33 ms [2022-04-20 21:33:53 main:581] : INFO : Epoch 1838 | loss: 0.0311646 | val_loss: 0.0311742 | Time: 2053.36 ms [2022-04-20 21:33:55 main:581] : INFO : Epoch 1839 | loss: 0.0311665 | val_loss: 0.0311776 | Time: 2058.78 ms [2022-04-20 21:33:57 main:581] : INFO : Epoch 1840 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 2052.37 ms [2022-04-20 21:33:59 main:581] : INFO : Epoch 1841 | loss: 0.0311646 | val_loss: 0.0311741 | Time: 2052.86 ms [2022-04-20 21:34:01 main:581] : INFO : Epoch 1842 | loss: 0.0311643 | val_loss: 0.0311739 | Time: 2058.57 ms [2022-04-20 21:34:03 main:581] : INFO : Epoch 1843 | loss: 0.0311637 | val_loss: 0.0311749 | Time: 2051.76 ms [2022-04-20 21:34:05 main:581] : INFO : Epoch 1844 | loss: 0.031162 | val_loss: 0.0311736 | Time: 2062.5 ms [2022-04-20 21:34:07 main:581] : INFO : Epoch 1845 | loss: 0.0311622 | val_loss: 0.0311733 | Time: 2059 ms [2022-04-20 21:34:09 main:581] : INFO : Epoch 1846 | loss: 0.0311644 | val_loss: 0.0311744 | Time: 2060.88 ms [2022-04-20 21:34:12 main:581] : INFO : Epoch 1847 | loss: 0.0311628 | val_loss: 0.0311744 | Time: 2060.89 ms [2022-04-20 21:34:14 main:581] : INFO : Epoch 1848 | loss: 0.0311627 | val_loss: 0.0311769 | Time: 2053.21 ms [2022-04-20 21:34:16 main:581] : INFO : Epoch 1849 | loss: 0.0311624 | val_loss: 0.031176 | Time: 2058.47 ms [2022-04-20 21:34:18 main:581] : INFO : Epoch 1850 | loss: 0.0311658 | val_loss: 0.0311746 | Time: 2056 ms [2022-04-20 21:34:20 main:581] : INFO : Epoch 1851 | loss: 0.0311623 | val_loss: 0.0311748 | Time: 2059.3 ms [2022-04-20 21:34:22 main:581] : INFO : Epoch 1852 | loss: 0.031161 | val_loss: 0.0311741 | Time: 2057.48 ms [2022-04-20 21:34:24 main:581] : INFO : Epoch 1853 | loss: 0.0311601 | val_loss: 0.0311725 | Time: 2056.62 ms [2022-04-20 21:34:26 main:581] : INFO : Epoch 1854 | loss: 0.0311603 | val_loss: 0.0311741 | Time: 2070.33 ms [2022-04-20 21:34:28 main:581] : INFO : Epoch 1855 | loss: 0.0311633 | val_loss: 0.0311749 | Time: 2056.5 ms [2022-04-20 21:34:30 main:581] : INFO : Epoch 1856 | loss: 0.0311633 | val_loss: 0.0311779 | Time: 2068.96 ms [2022-04-20 21:34:32 main:581] : INFO : Epoch 1857 | loss: 0.0311667 | val_loss: 0.031175 | Time: 2056.09 ms [2022-04-20 21:34:34 main:581] : INFO : Epoch 1858 | loss: 0.0311679 | val_loss: 0.031176 | Time: 2054.33 ms [2022-04-20 21:34:36 main:581] : INFO : Epoch 1859 | loss: 0.0311661 | val_loss: 0.0311791 | Time: 2058.3 ms [2022-04-20 21:34:38 main:581] : INFO : Epoch 1860 | loss: 0.0311691 | val_loss: 0.0311736 | Time: 2050.08 ms [2022-04-20 21:34:40 main:581] : INFO : Epoch 1861 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 2057.91 ms [2022-04-20 21:34:42 main:581] : INFO : Epoch 1862 | loss: 0.0311637 | val_loss: 0.0311738 | Time: 2051.89 ms [2022-04-20 21:34:44 main:581] : INFO : Epoch 1863 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 2049.69 ms [2022-04-20 21:34:47 main:581] : INFO : Epoch 1864 | loss: 0.0311621 | val_loss: 0.031171 | Time: 2057.97 ms [2022-04-20 21:34:49 main:581] : INFO : Epoch 1865 | loss: 0.0311609 | val_loss: 0.0311687 | Time: 2051.96 ms [2022-04-20 21:34:51 main:581] : INFO : Epoch 1866 | loss: 0.0311608 | val_loss: 0.0311702 | Time: 2058.66 ms [2022-04-20 21:34:53 main:581] : INFO : Epoch 1867 | loss: 0.0311608 | val_loss: 0.0311749 | Time: 2053.23 ms [2022-04-20 21:34:55 main:581] : INFO : Epoch 1868 | loss: 0.0311616 | val_loss: 0.0311698 | Time: 2061.84 ms [2022-04-20 21:34:57 main:581] : INFO : Epoch 1869 | loss: 0.0311592 | val_loss: 0.0311706 | Time: 2055.26 ms [2022-04-20 21:34:59 main:581] : INFO : Epoch 1870 | loss: 0.0311598 | val_loss: 0.0311693 | Time: 2050.45 ms [2022-04-20 21:35:01 main:581] : INFO : Epoch 1871 | loss: 0.0311605 | val_loss: 0.0311729 | Time: 2057.7 ms [2022-04-20 21:35:03 main:581] : INFO : Epoch 1872 | loss: 0.0311603 | val_loss: 0.0311735 | Time: 2051.3 ms [2022-04-20 21:35:05 main:581] : INFO : Epoch 1873 | loss: 0.0311606 | val_loss: 0.0311727 | Time: 2059.62 ms [2022-04-20 21:35:07 main:581] : INFO : Epoch 1874 | loss: 0.0311595 | val_loss: 0.0311711 | Time: 2053.12 ms [2022-04-20 21:35:09 main:581] : INFO : Epoch 1875 | loss: 0.0311605 | val_loss: 0.0311726 | Time: 2053.02 ms [2022-04-20 21:35:11 main:581] : INFO : Epoch 1876 | loss: 0.0311597 | val_loss: 0.0311714 | Time: 2066.29 ms [2022-04-20 21:35:13 main:581] : INFO : Epoch 1877 | loss: 0.031159 | val_loss: 0.0311701 | Time: 2058.32 ms [2022-04-20 21:35:15 main:581] : INFO : Epoch 1878 | loss: 0.03116 | val_loss: 0.0311713 | Time: 2065.03 ms [2022-04-20 21:35:17 main:581] : INFO : Epoch 1879 | loss: 0.0311603 | val_loss: 0.031172 | Time: 2053.77 ms [2022-04-20 21:35:19 main:581] : INFO : Epoch 1880 | loss: 0.0311613 | val_loss: 0.0311718 | Time: 2052.17 ms [2022-04-20 21:35:21 main:581] : INFO : Epoch 1881 | loss: 0.0311615 | val_loss: 0.0311732 | Time: 2059 ms [2022-04-20 21:35:24 main:581] : INFO : Epoch 1882 | loss: 0.0311605 | val_loss: 0.0311731 | Time: 2050.01 ms [2022-04-20 21:35:26 main:581] : INFO : Epoch 1883 | loss: 0.031158 | val_loss: 0.0311743 | Time: 2056.6 ms [2022-04-20 21:35:28 main:581] : INFO : Epoch 1884 | loss: 0.0311576 | val_loss: 0.0311729 | Time: 2051.86 ms [2022-04-20 21:35:30 main:581] : INFO : Epoch 1885 | loss: 0.0311571 | val_loss: 0.0311732 | Time: 2055.37 ms [2022-04-20 21:35:32 main:581] : INFO : Epoch 1886 | loss: 0.0311589 | val_loss: 0.0311708 | Time: 2054.29 ms [2022-04-20 21:35:34 main:581] : INFO : Epoch 1887 | loss: 0.031158 | val_loss: 0.0311699 | Time: 2051.35 ms [2022-04-20 21:35:36 main:581] : INFO : Epoch 1888 | loss: 0.0311585 | val_loss: 0.0311691 | Time: 2058.77 ms [2022-04-20 21:35:38 main:581] : INFO : Epoch 1889 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 2050.13 ms [2022-04-20 21:35:40 main:581] : INFO : Epoch 1890 | loss: 0.0311606 | val_loss: 0.0311718 | Time: 2055.88 ms [2022-04-20 21:35:42 main:581] : INFO : Epoch 1891 | loss: 0.031158 | val_loss: 0.0311713 | Time: 2051.62 ms [2022-04-20 21:35:44 main:581] : INFO : Epoch 1892 | loss: 0.031157 | val_loss: 0.031172 | Time: 2049.18 ms [2022-04-20 21:35:46 main:581] : INFO : Epoch 1893 | loss: 0.0311574 | val_loss: 0.0311755 | Time: 2066.51 ms [2022-04-20 21:35:48 main:581] : INFO : Epoch 1894 | loss: 0.0311579 | val_loss: 0.0311713 | Time: 2052.86 ms [2022-04-20 21:35:50 main:581] : INFO : Epoch 1895 | loss: 0.031157 | val_loss: 0.0311726 | Time: 2058.37 ms [2022-04-20 21:35:52 main:581] : INFO : Epoch 1896 | loss: 0.0311575 | val_loss: 0.0311767 | Time: 2051.43 ms [2022-04-20 21:35:54 main:581] : INFO : Epoch 1897 | loss: 0.0311595 | val_loss: 0.0311748 | Time: 2052.53 ms [2022-04-20 21:35:56 main:581] : INFO : Epoch 1898 | loss: 0.0311591 | val_loss: 0.0311729 | Time: 2058.47 ms [2022-04-20 21:35:58 main:581] : INFO : Epoch 1899 | loss: 0.0311574 | val_loss: 0.0311714 | Time: 2051.66 ms [2022-04-20 21:36:01 main:581] : INFO : Epoch 1900 | loss: 0.0311569 | val_loss: 0.031174 | Time: 2059.97 ms [2022-04-20 21:36:03 main:581] : INFO : Epoch 1901 | loss: 0.0311555 | val_loss: 0.0311735 | Time: 2052.73 ms [2022-04-20 21:36:05 main:581] : INFO : Epoch 1902 | loss: 0.0311552 | val_loss: 0.0311711 | Time: 2055.28 ms [2022-04-20 21:36:07 main:581] : INFO : Epoch 1903 | loss: 0.0311556 | val_loss: 0.0311753 | Time: 2059.41 ms [2022-04-20 21:36:09 main:581] : INFO : Epoch 1904 | loss: 0.0311557 | val_loss: 0.0311713 | Time: 2054.24 ms [2022-04-20 21:36:11 main:581] : INFO : Epoch 1905 | loss: 0.031155 | val_loss: 0.0311746 | Time: 2061.1 ms [2022-04-20 21:36:13 main:581] : INFO : Epoch 1906 | loss: 0.0311566 | val_loss: 0.0311755 | Time: 2053.05 ms [2022-04-20 21:36:15 main:581] : INFO : Epoch 1907 | loss: 0.0311561 | val_loss: 0.031175 | Time: 2058.39 ms [2022-04-20 21:36:17 main:581] : INFO : Epoch 1908 | loss: 0.0311544 | val_loss: 0.0311727 | Time: 2053.92 ms [2022-04-20 21:36:19 main:581] : INFO : Epoch 1909 | loss: 0.0311587 | val_loss: 0.0311743 | Time: 2052.46 ms [2022-04-20 21:36:21 main:581] : INFO : Epoch 1910 | loss: 0.0311615 | val_loss: 0.0311736 | Time: 2059.37 ms [2022-04-20 21:36:23 main:581] : INFO : Epoch 1911 | loss: 0.031159 | val_loss: 0.0311717 | Time: 2052.86 ms [2022-04-20 21:36:25 main:581] : INFO : Epoch 1912 | loss: 0.0311602 | val_loss: 0.0311731 | Time: 2060.65 ms [2022-04-20 21:36:27 main:581] : INFO : Epoch 1913 | loss: 0.0311616 | val_loss: 0.0311717 | Time: 2051.96 ms [2022-04-20 21:36:29 main:581] : INFO : Epoch 1914 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 2050.57 ms [2022-04-20 21:36:31 main:581] : INFO : Epoch 1915 | loss: 0.0311667 | val_loss: 0.031174 | Time: 2056.05 ms [2022-04-20 21:36:33 main:581] : INFO : Epoch 1916 | loss: 0.0311649 | val_loss: 0.0311701 | Time: 2050.22 ms [2022-04-20 21:36:35 main:581] : INFO : Epoch 1917 | loss: 0.0311636 | val_loss: 0.0311686 | Time: 2057.86 ms [2022-04-20 21:36:38 main:581] : INFO : Epoch 1918 | loss: 0.0311627 | val_loss: 0.0311714 | Time: 2051.41 ms [2022-04-20 21:36:40 main:581] : INFO : Epoch 1919 | loss: 0.0311664 | val_loss: 0.0311742 | Time: 2050.04 ms [2022-04-20 21:36:42 main:581] : INFO : Epoch 1920 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 2057.99 ms [2022-04-20 21:36:44 main:581] : INFO : Epoch 1921 | loss: 0.0311621 | val_loss: 0.0311706 | Time: 2050.36 ms [2022-04-20 21:36:46 main:581] : INFO : Epoch 1922 | loss: 0.0311618 | val_loss: 0.0311746 | Time: 2057.58 ms [2022-04-20 21:36:48 main:581] : INFO : Epoch 1923 | loss: 0.0311609 | val_loss: 0.0311742 | Time: 2051.09 ms [2022-04-20 21:36:50 main:581] : INFO : Epoch 1924 | loss: 0.031164 | val_loss: 0.0311778 | Time: 2058.28 ms [2022-04-20 21:36:52 main:581] : INFO : Epoch 1925 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 2052.08 ms [2022-04-20 21:36:54 main:581] : INFO : Epoch 1926 | loss: 0.0311647 | val_loss: 0.0311767 | Time: 2050.92 ms [2022-04-20 21:36:56 main:581] : INFO : Epoch 1927 | loss: 0.031165 | val_loss: 0.0311743 | Time: 2056.98 ms [2022-04-20 21:36:58 main:581] : INFO : Epoch 1928 | loss: 0.0311655 | val_loss: 0.0311734 | Time: 2053.44 ms [2022-04-20 21:37:00 main:581] : INFO : Epoch 1929 | loss: 0.0311643 | val_loss: 0.0311763 | Time: 2058.86 ms [2022-04-20 21:37:02 main:581] : INFO : Epoch 1930 | loss: 0.0311634 | val_loss: 0.0311728 | Time: 2052.2 ms [2022-04-20 21:37:04 main:581] : INFO : Epoch 1931 | loss: 0.0311617 | val_loss: 0.031174 | Time: 2050.57 ms [2022-04-20 21:37:06 main:581] : INFO : Epoch 1932 | loss: 0.03116 | val_loss: 0.0311756 | Time: 2057.94 ms [2022-04-20 21:37:08 main:581] : INFO : Epoch 1933 | loss: 0.0311615 | val_loss: 0.0311739 | Time: 2050.7 ms [2022-04-20 21:37:10 main:581] : INFO : Epoch 1934 | loss: 0.0311602 | val_loss: 0.0311726 | Time: 2057.02 ms [2022-04-20 21:37:12 main:581] : INFO : Epoch 1935 | loss: 0.0311601 | val_loss: 0.031175 | Time: 2052.51 ms [2022-04-20 21:37:14 main:581] : INFO : Epoch 1936 | loss: 0.03116 | val_loss: 0.0311723 | Time: 2051.32 ms [2022-04-20 21:37:17 main:581] : INFO : Epoch 1937 | loss: 0.0311593 | val_loss: 0.0311731 | Time: 2063.4 ms [2022-04-20 21:37:19 main:581] : INFO : Epoch 1938 | loss: 0.0311592 | val_loss: 0.0311764 | Time: 2058.75 ms [2022-04-20 21:37:21 main:581] : INFO : Epoch 1939 | loss: 0.0311591 | val_loss: 0.0311751 | Time: 2061.1 ms [2022-04-20 21:37:23 main:581] : INFO : Epoch 1940 | loss: 0.0311592 | val_loss: 0.0311737 | Time: 2052.18 ms [2022-04-20 21:37:25 main:581] : INFO : Epoch 1941 | loss: 0.0311598 | val_loss: 0.0311795 | Time: 2058.09 ms [2022-04-20 21:37:27 main:581] : INFO : Epoch 1942 | loss: 0.0311588 | val_loss: 0.031177 | Time: 2054.84 ms [2022-04-20 21:37:29 main:581] : INFO : Epoch 1943 | loss: 0.0311576 | val_loss: 0.0311743 | Time: 2051.12 ms [2022-04-20 21:37:31 main:581] : INFO : Epoch 1944 | loss: 0.0311566 | val_loss: 0.0311745 | Time: 2056.84 ms [2022-04-20 21:37:33 main:581] : INFO : Epoch 1945 | loss: 0.0311574 | val_loss: 0.0311736 | Time: 2049.65 ms [2022-04-20 21:37:35 main:581] : INFO : Epoch 1946 | loss: 0.0311584 | val_loss: 0.0311722 | Time: 2058.94 ms [2022-04-20 21:37:37 main:581] : INFO : Epoch 1947 | loss: 0.0311574 | val_loss: 0.0311748 | Time: 2060.03 ms [2022-04-20 21:37:39 main:581] : INFO : Epoch 1948 | loss: 0.0311564 | val_loss: 0.0311711 | Time: 2059.84 ms [2022-04-20 21:37:41 main:581] : INFO : Epoch 1949 | loss: 0.0311563 | val_loss: 0.0311769 | Time: 2068.72 ms [2022-04-20 21:37:43 main:581] : INFO : Epoch 1950 | loss: 0.0311565 | val_loss: 0.0311731 | Time: 2057.88 ms [2022-04-20 21:37:45 main:581] : INFO : Epoch 1951 | loss: 0.0311563 | val_loss: 0.031174 | Time: 2063.36 ms [2022-04-20 21:37:47 main:581] : INFO : Epoch 1952 | loss: 0.0311572 | val_loss: 0.0311714 | Time: 2054 ms [2022-04-20 21:37:49 main:581] : INFO : Epoch 1953 | loss: 0.0311572 | val_loss: 0.0311704 | Time: 2051.66 ms [2022-04-20 21:37:52 main:581] : INFO : Epoch 1954 | loss: 0.0311601 | val_loss: 0.0311757 | Time: 2059.88 ms [2022-04-20 21:37:54 main:581] : INFO : Epoch 1955 | loss: 0.0311578 | val_loss: 0.0311727 | Time: 2052.76 ms [2022-04-20 21:37:56 main:581] : INFO : Epoch 1956 | loss: 0.0311568 | val_loss: 0.0311742 | Time: 2058.51 ms [2022-04-20 21:37:58 main:581] : INFO : Epoch 1957 | loss: 0.0311597 | val_loss: 0.0311716 | Time: 2050.28 ms [2022-04-20 21:38:00 main:581] : INFO : Epoch 1958 | loss: 0.0311611 | val_loss: 0.0311705 | Time: 2056.93 ms [2022-04-20 21:38:02 main:581] : INFO : Epoch 1959 | loss: 0.0311607 | val_loss: 0.0311698 | Time: 2051.52 ms [2022-04-20 21:38:04 main:581] : INFO : Epoch 1960 | loss: 0.0311609 | val_loss: 0.031168 | Time: 2049.64 ms [2022-04-20 21:38:06 main:581] : INFO : Epoch 1961 | loss: 0.031159 | val_loss: 0.0311676 | Time: 2058.67 ms [2022-04-20 21:38:08 main:581] : INFO : Epoch 1962 | loss: 0.0311596 | val_loss: 0.0311694 | Time: 2050.64 ms [2022-04-20 21:38:10 main:581] : INFO : Epoch 1963 | loss: 0.0311596 | val_loss: 0.0311705 | Time: 2057.54 ms [2022-04-20 21:38:12 main:581] : INFO : Epoch 1964 | loss: 0.0311598 | val_loss: 0.0311678 | Time: 2050.32 ms [2022-04-20 21:38:14 main:581] : INFO : Epoch 1965 | loss: 0.0311601 | val_loss: 0.0311708 | Time: 2051.96 ms [2022-04-20 21:38:16 main:581] : INFO : Epoch 1966 | loss: 0.0311591 | val_loss: 0.0311682 | Time: 2062.01 ms [2022-04-20 21:38:18 main:581] : INFO : Epoch 1967 | loss: 0.0311602 | val_loss: 0.0311664 | Time: 2060.68 ms [2022-04-20 21:38:20 main:581] : INFO : Epoch 1968 | loss: 0.0311605 | val_loss: 0.0311664 | Time: 2064.49 ms [2022-04-20 21:38:22 main:581] : INFO : Epoch 1969 | loss: 0.031158 | val_loss: 0.0311667 | Time: 2057.07 ms [2022-04-20 21:38:24 main:581] : INFO : Epoch 1970 | loss: 0.0311579 | val_loss: 0.0311662 | Time: 2057.48 ms [2022-04-20 21:38:26 main:581] : INFO : Epoch 1971 | loss: 0.0311585 | val_loss: 0.0311694 | Time: 2060.95 ms [2022-04-20 21:38:29 main:581] : INFO : Epoch 1972 | loss: 0.0311652 | val_loss: 0.0311711 | Time: 2051.37 ms [2022-04-20 21:38:31 main:581] : INFO : Epoch 1973 | loss: 0.0311606 | val_loss: 0.0311711 | Time: 2058.82 ms [2022-04-20 21:38:33 main:581] : INFO : Epoch 1974 | loss: 0.0311587 | val_loss: 0.031168 | Time: 2049.61 ms [2022-04-20 21:38:35 main:581] : INFO : Epoch 1975 | loss: 0.0311575 | val_loss: 0.0311714 | Time: 2055.47 ms [2022-04-20 21:38:37 main:581] : INFO : Epoch 1976 | loss: 0.0311573 | val_loss: 0.0311691 | Time: 2055.04 ms [2022-04-20 21:38:39 main:581] : INFO : Epoch 1977 | loss: 0.0311553 | val_loss: 0.031167 | Time: 2052.64 ms [2022-04-20 21:38:41 main:581] : INFO : Epoch 1978 | loss: 0.0311557 | val_loss: 0.0311702 | Time: 2058.79 ms [2022-04-20 21:38:43 main:581] : INFO : Epoch 1979 | loss: 0.0311599 | val_loss: 0.0311696 | Time: 2053.1 ms [2022-04-20 21:38:45 main:581] : INFO : Epoch 1980 | loss: 0.031158 | val_loss: 0.031169 | Time: 2075.92 ms [2022-04-20 21:38:47 main:581] : INFO : Epoch 1981 | loss: 0.0311557 | val_loss: 0.031166 | Time: 2051.56 ms [2022-04-20 21:38:49 main:581] : INFO : Epoch 1982 | loss: 0.0311562 | val_loss: 0.0311679 | Time: 2051.85 ms [2022-04-20 21:38:51 main:581] : INFO : Epoch 1983 | loss: 0.0311574 | val_loss: 0.0311667 | Time: 2062.82 ms [2022-04-20 21:38:53 main:581] : INFO : Epoch 1984 | loss: 0.0311586 | val_loss: 0.0311688 | Time: 2053.38 ms [2022-04-20 21:38:55 main:581] : INFO : Epoch 1985 | loss: 0.0311603 | val_loss: 0.0311647 | Time: 2058.22 ms [2022-04-20 21:38:57 main:581] : INFO : Epoch 1986 | loss: 0.0311575 | val_loss: 0.0311641 | Time: 2052.01 ms [2022-04-20 21:38:59 main:581] : INFO : Epoch 1987 | loss: 0.0311598 | val_loss: 0.0311657 | Time: 2049.67 ms [2022-04-20 21:39:01 main:581] : INFO : Epoch 1988 | loss: 0.0311571 | val_loss: 0.0311655 | Time: 2062.77 ms [2022-04-20 21:39:03 main:581] : INFO : Epoch 1989 | loss: 0.0311574 | val_loss: 0.0311668 | Time: 2058.81 ms [2022-04-20 21:39:06 main:581] : INFO : Epoch 1990 | loss: 0.0311555 | val_loss: 0.0311684 | Time: 2066.62 ms [2022-04-20 21:39:08 main:581] : INFO : Epoch 1991 | loss: 0.0311557 | val_loss: 0.0311698 | Time: 2061.27 ms [2022-04-20 21:39:10 main:581] : INFO : Epoch 1992 | loss: 0.0311549 | val_loss: 0.0311675 | Time: 2061.19 ms [2022-04-20 21:39:12 main:581] : INFO : Epoch 1993 | loss: 0.0311572 | val_loss: 0.0311678 | Time: 2071.6 ms [2022-04-20 21:39:14 main:581] : INFO : Epoch 1994 | loss: 0.0311568 | val_loss: 0.031169 | Time: 2058.52 ms [2022-04-20 21:39:16 main:581] : INFO : Epoch 1995 | loss: 0.0311564 | val_loss: 0.031168 | Time: 2081.51 ms [2022-04-20 21:39:18 main:581] : INFO : Epoch 1996 | loss: 0.0311578 | val_loss: 0.0311678 | Time: 2050.84 ms [2022-04-20 21:39:20 main:581] : INFO : Epoch 1997 | loss: 0.0311552 | val_loss: 0.0311691 | Time: 2075.6 ms [2022-04-20 21:39:22 main:581] : INFO : Epoch 1998 | loss: 0.031156 | val_loss: 0.0311675 | Time: 2051.98 ms [2022-04-20 21:39:24 main:581] : INFO : Epoch 1999 | loss: 0.0311541 | val_loss: 0.0311657 | Time: 2049.85 ms [2022-04-20 21:39:26 main:581] : INFO : Epoch 2000 | loss: 0.0311538 | val_loss: 0.0311691 | Time: 2057.53 ms [2022-04-20 21:39:28 main:581] : INFO : Epoch 2001 | loss: 0.0311531 | val_loss: 0.0311668 | Time: 2053.4 ms [2022-04-20 21:39:30 main:581] : INFO : Epoch 2002 | loss: 0.0311529 | val_loss: 0.0311655 | Time: 2057.06 ms [2022-04-20 21:39:32 main:581] : INFO : Epoch 2003 | loss: 0.0311558 | val_loss: 0.0311705 | Time: 2052.47 ms [2022-04-20 21:39:34 main:581] : INFO : Epoch 2004 | loss: 0.0311562 | val_loss: 0.0311667 | Time: 2052.12 ms [2022-04-20 21:39:36 main:581] : INFO : Epoch 2005 | loss: 0.0311557 | val_loss: 0.0311662 | Time: 2064.09 ms [2022-04-20 21:39:39 main:581] : INFO : Epoch 2006 | loss: 0.0311537 | val_loss: 0.0311668 | Time: 2048.75 ms [2022-04-20 21:39:41 main:581] : INFO : Epoch 2007 | loss: 0.0311558 | val_loss: 0.0311666 | Time: 2057.01 ms [2022-04-20 21:39:43 main:581] : INFO : Epoch 2008 | loss: 0.0311555 | val_loss: 0.0311699 | Time: 2051.25 ms [2022-04-20 21:39:45 main:581] : INFO : Epoch 2009 | loss: 0.0311571 | val_loss: 0.0311681 | Time: 2054.12 ms [2022-04-20 21:39:47 main:581] : INFO : Epoch 2010 | loss: 0.0311566 | val_loss: 0.0311688 | Time: 2076.82 ms [2022-04-20 21:39:49 main:581] : INFO : Epoch 2011 | loss: 0.0311562 | val_loss: 0.0311644 | Time: 2051.77 ms [2022-04-20 21:39:51 main:581] : INFO : Epoch 2012 | loss: 0.0311563 | val_loss: 0.03117 | Time: 2065.59 ms [2022-04-20 21:39:53 main:581] : INFO : Epoch 2013 | loss: 0.0311561 | val_loss: 0.0311656 | Time: 2055.32 ms [2022-04-20 21:39:55 main:581] : INFO : Epoch 2014 | loss: 0.031154 | val_loss: 0.0311644 | Time: 2059.67 ms [2022-04-20 21:39:57 main:581] : INFO : Epoch 2015 | loss: 0.0311546 | val_loss: 0.0311661 | Time: 2052.19 ms [2022-04-20 21:39:59 main:581] : INFO : Epoch 2016 | loss: 0.0311554 | val_loss: 0.0311649 | Time: 2052.97 ms [2022-04-20 21:40:01 main:581] : INFO : Epoch 2017 | loss: 0.0311565 | val_loss: 0.0311689 | Time: 2063 ms [2022-04-20 21:40:03 main:581] : INFO : Epoch 2018 | loss: 0.0311551 | val_loss: 0.0311665 | Time: 2053.24 ms [2022-04-20 21:40:05 main:581] : INFO : Epoch 2019 | loss: 0.0311562 | val_loss: 0.0311645 | Time: 2057.11 ms [2022-04-20 21:40:07 main:581] : INFO : Epoch 2020 | loss: 0.0311567 | val_loss: 0.0311658 | Time: 2051.94 ms [2022-04-20 21:40:09 main:581] : INFO : Epoch 2021 | loss: 0.0311553 | val_loss: 0.0311669 | Time: 2051.33 ms [2022-04-20 21:40:11 main:581] : INFO : Epoch 2022 | loss: 0.0311557 | val_loss: 0.0311636 | Time: 2058.58 ms [2022-04-20 21:40:13 main:581] : INFO : Epoch 2023 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 2052.04 ms [2022-04-20 21:40:16 main:581] : INFO : Epoch 2024 | loss: 0.0311554 | val_loss: 0.0311692 | Time: 2056.98 ms [2022-04-20 21:40:18 main:581] : INFO : Epoch 2025 | loss: 0.031154 | val_loss: 0.0311671 | Time: 2051.47 ms [2022-04-20 21:40:20 main:581] : INFO : Epoch 2026 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 2053.99 ms [2022-04-20 21:40:22 main:581] : INFO : Epoch 2027 | loss: 0.0314835 | val_loss: 0.0344304 | Time: 2055.39 ms [2022-04-20 21:40:24 main:581] : INFO : Epoch 2028 | loss: 0.0326701 | val_loss: 0.0316834 | Time: 2053.07 ms [2022-04-20 21:40:26 main:581] : INFO : Epoch 2029 | loss: 0.031354 | val_loss: 0.0312525 | Time: 2059.78 ms [2022-04-20 21:40:28 main:581] : INFO : Epoch 2030 | loss: 0.0312045 | val_loss: 0.031176 | Time: 2053.5 ms [2022-04-20 21:40:30 main:581] : INFO : Epoch 2031 | loss: 0.0311731 | val_loss: 0.0311788 | Time: 2056.09 ms [2022-04-20 21:40:32 main:581] : INFO : Epoch 2032 | loss: 0.0311633 | val_loss: 0.0311679 | Time: 2050.78 ms [2022-04-20 21:40:34 main:581] : INFO : Epoch 2033 | loss: 0.0311581 | val_loss: 0.0311658 | Time: 2050.54 ms [2022-04-20 21:40:36 main:581] : INFO : Epoch 2034 | loss: 0.0311571 | val_loss: 0.0311659 | Time: 2062.2 ms [2022-04-20 21:40:38 main:581] : INFO : Epoch 2035 | loss: 0.0311568 | val_loss: 0.0311651 | Time: 2058.74 ms [2022-04-20 21:40:40 main:581] : INFO : Epoch 2036 | loss: 0.0311569 | val_loss: 0.0311644 | Time: 2058.56 ms [2022-04-20 21:40:42 main:581] : INFO : Epoch 2037 | loss: 0.0311553 | val_loss: 0.0311655 | Time: 2051.09 ms [2022-04-20 21:40:44 main:581] : INFO : Epoch 2038 | loss: 0.0311568 | val_loss: 0.0311683 | Time: 2051.06 ms [2022-04-20 21:40:46 main:581] : INFO : Epoch 2039 | loss: 0.0311598 | val_loss: 0.0311686 | Time: 2060.57 ms [2022-04-20 21:40:48 main:581] : INFO : Epoch 2040 | loss: 0.0311585 | val_loss: 0.0311654 | Time: 2059.62 ms [2022-04-20 21:40:50 main:581] : INFO : Epoch 2041 | loss: 0.0311586 | val_loss: 0.0311664 | Time: 2061.24 ms [2022-04-20 21:40:53 main:581] : INFO : Epoch 2042 | loss: 0.0311589 | val_loss: 0.0311629 | Time: 2051.55 ms [2022-04-20 21:40:55 main:581] : INFO : Epoch 2043 | loss: 0.0311595 | val_loss: 0.0311688 | Time: 2050.51 ms [2022-04-20 21:40:57 main:581] : INFO : Epoch 2044 | loss: 0.031159 | val_loss: 0.0311682 | Time: 2058.7 ms [2022-04-20 21:40:59 main:581] : INFO : Epoch 2045 | loss: 0.0311623 | val_loss: 0.0311696 | Time: 2053.5 ms [2022-04-20 21:41:01 main:581] : INFO : Epoch 2046 | loss: 0.0311636 | val_loss: 0.0311644 | Time: 2059.33 ms [2022-04-20 21:41:03 main:581] : INFO : Epoch 2047 | loss: 0.031162 | val_loss: 0.0311668 | Time: 2052.34 ms [2022-04-20 21:41:05 main:581] : INFO : Epoch 2048 | loss: 0.0311612 | val_loss: 0.0311662 | Time: 2056.85 ms [2022-04-20 21:41:05 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311662 [2022-04-20 21:41:05 main:610] : INFO : Saving end state to config to file [2022-04-20 21:41:05 main:615] : INFO : Success, exiting.. 21:41:05 (43906): 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)