Task 14551928
| Name | ParityModified-1647042632-10910-2-0_0 |
| Workunit | 11576085 |
| Created | 8 Apr 2022, 23:34:10 UTC |
| Sent | 10 Apr 2022, 19:41:45 UTC |
| Report deadline | 18 Apr 2022, 19:41:45 UTC |
| Received | 11 Apr 2022, 5:48:49 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 18617 |
| Run time | 5 hours 43 min 30 sec |
| CPU time | 3 hours 49 min 7 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 5,307.63 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.62 GB |
| Peak swap size | 3.62 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> 9 ms [2022-04-10 23:20:30 main:574] : INFO : Epoch 1542 | loss: 0.0311707 | val_loss: 0.0311734 | Time: 11590.4 ms [2022-04-10 23:20:42 main:574] : INFO : Epoch 1543 | loss: 0.0311696 | val_loss: 0.0311722 | Time: 12143.6 ms [2022-04-10 23:20:52 main:574] : INFO : Epoch 1544 | loss: 0.0311692 | val_loss: 0.0311721 | Time: 10343.3 ms [2022-04-10 23:21:02 main:574] : INFO : Epoch 1545 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 10072.6 ms [2022-04-10 23:21:12 main:574] : INFO : Epoch 1546 | loss: 0.0311691 | val_loss: 0.0311725 | Time: 9661.3 ms [2022-04-10 23:21:22 main:574] : INFO : Epoch 1547 | loss: 0.0311687 | val_loss: 0.0311749 | Time: 10212.9 ms [2022-04-10 23:21:32 main:574] : INFO : Epoch 1548 | loss: 0.0311705 | val_loss: 0.0311762 | Time: 10339.9 ms [2022-04-10 23:21:42 main:574] : INFO : Epoch 1549 | loss: 0.0311713 | val_loss: 0.031173 | Time: 10065.9 ms [2022-04-10 23:21:53 main:574] : INFO : Epoch 1550 | loss: 0.0311697 | val_loss: 0.0311742 | Time: 10165.6 ms [2022-04-10 23:22:02 main:574] : INFO : Epoch 1551 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 9798.14 ms [2022-04-10 23:22:13 main:574] : INFO : Epoch 1552 | loss: 0.0311686 | val_loss: 0.0311759 | Time: 10592.4 ms [2022-04-10 23:22:24 main:574] : INFO : Epoch 1553 | loss: 0.0311672 | val_loss: 0.0311755 | Time: 11281.4 ms [2022-04-10 23:22:37 main:574] : INFO : Epoch 1554 | loss: 0.0311671 | val_loss: 0.031175 | Time: 12210.1 ms [2022-04-10 23:22:47 main:574] : INFO : Epoch 1555 | loss: 0.0311694 | val_loss: 0.031182 | Time: 10059.4 ms [2022-04-10 23:22:56 main:574] : INFO : Epoch 1556 | loss: 0.0311696 | val_loss: 0.0311789 | Time: 9811.36 ms [2022-04-10 23:23:06 main:574] : INFO : Epoch 1557 | loss: 0.0311674 | val_loss: 0.0311757 | Time: 10020.6 ms [2022-04-10 23:23:17 main:574] : INFO : Epoch 1558 | loss: 0.0311685 | val_loss: 0.0311808 | Time: 10143.2 ms [2022-04-10 23:23:26 main:574] : INFO : Epoch 1559 | loss: 0.0311703 | val_loss: 0.0311786 | Time: 9662.98 ms [2022-04-10 23:23:38 main:574] : INFO : Epoch 1560 | loss: 0.0311725 | val_loss: 0.0311761 | Time: 12067 ms [2022-04-10 23:23:49 main:574] : INFO : Epoch 1561 | loss: 0.031167 | val_loss: 0.0311733 | Time: 11077.4 ms [2022-04-10 23:23:59 main:574] : INFO : Epoch 1562 | loss: 0.0311661 | val_loss: 0.0311749 | Time: 9474.85 ms [2022-04-10 23:24:09 main:574] : INFO : Epoch 1563 | loss: 0.0311651 | val_loss: 0.0311749 | Time: 10571.9 ms [2022-04-10 23:24:19 main:574] : INFO : Epoch 1564 | loss: 0.0311657 | val_loss: 0.0311758 | Time: 9362.31 ms [2022-04-10 23:24:28 main:574] : INFO : Epoch 1565 | loss: 0.0311695 | val_loss: 0.0311786 | Time: 9445.43 ms [2022-04-10 23:24:39 main:574] : INFO : Epoch 1566 | loss: 0.0311682 | val_loss: 0.031175 | Time: 10719.8 ms [2022-04-10 23:24:49 main:574] : INFO : Epoch 1567 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 10069.6 ms [2022-04-10 23:24:59 main:574] : INFO : Epoch 1568 | loss: 0.0311657 | val_loss: 0.0311763 | Time: 9790.71 ms [2022-04-10 23:25:09 main:574] : INFO : Epoch 1569 | loss: 0.0311682 | val_loss: 0.0311756 | Time: 9768.86 ms [2022-04-10 23:25:19 main:574] : INFO : Epoch 1570 | loss: 0.0311659 | val_loss: 0.0311734 | Time: 9976.12 ms [2022-04-10 23:25:29 main:574] : INFO : Epoch 1571 | loss: 0.0311654 | val_loss: 0.0311742 | Time: 10464.8 ms [2022-04-10 23:25:39 main:574] : INFO : Epoch 1572 | loss: 0.0311657 | val_loss: 0.0311752 | Time: 9952.35 ms [2022-04-10 23:25:50 main:574] : INFO : Epoch 1573 | loss: 0.0311677 | val_loss: 0.0311756 | Time: 10531 ms [2022-04-10 23:25:59 main:574] : INFO : Epoch 1574 | loss: 0.0311712 | val_loss: 0.0311743 | Time: 9271.48 ms [2022-04-10 23:26:09 main:574] : INFO : Epoch 1575 | loss: 0.0311698 | val_loss: 0.0311719 | Time: 10238.2 ms [2022-04-10 23:26:19 main:574] : INFO : Epoch 1576 | loss: 0.031169 | val_loss: 0.0311729 | Time: 9683.13 ms [2022-04-10 23:26:28 main:574] : INFO : Epoch 1577 | loss: 0.031172 | val_loss: 0.0311716 | Time: 9338.6 ms [2022-04-10 23:26:39 main:574] : INFO : Epoch 1578 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 10493 ms [2022-04-10 23:26:49 main:574] : INFO : Epoch 1579 | loss: 0.0311707 | val_loss: 0.0311735 | Time: 9907.24 ms [2022-04-10 23:26:59 main:574] : INFO : Epoch 1580 | loss: 0.0311677 | val_loss: 0.0311734 | Time: 10193.1 ms [2022-04-10 23:27:08 main:574] : INFO : Epoch 1581 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 9266.15 ms [2022-04-10 23:27:18 main:574] : INFO : Epoch 1582 | loss: 0.031171 | val_loss: 0.0311768 | Time: 10070.6 ms [2022-04-10 23:27:28 main:574] : INFO : Epoch 1583 | loss: 0.0311696 | val_loss: 0.0311731 | Time: 9552.16 ms [2022-04-10 23:27:41 main:574] : INFO : Epoch 1584 | loss: 0.0311677 | val_loss: 0.031175 | Time: 13312.1 ms [2022-04-10 23:27:51 main:574] : INFO : Epoch 1585 | loss: 0.0311676 | val_loss: 0.0311721 | Time: 10083.7 ms [2022-04-10 23:28:01 main:574] : INFO : Epoch 1586 | loss: 0.0311672 | val_loss: 0.0311718 | Time: 10136 ms [2022-04-10 23:28:11 main:574] : INFO : Epoch 1587 | loss: 0.031168 | val_loss: 0.0311711 | Time: 10124.9 ms [2022-04-10 23:28:21 main:574] : INFO : Epoch 1588 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 10045 ms [2022-04-10 23:28:31 main:574] : INFO : Epoch 1589 | loss: 0.0311665 | val_loss: 0.0311738 | Time: 9888.53 ms [2022-04-10 23:28:42 main:574] : INFO : Epoch 1590 | loss: 0.0311663 | val_loss: 0.0311713 | Time: 11095.4 ms [2022-04-10 23:28:52 main:574] : INFO : Epoch 1591 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 10013.3 ms [2022-04-10 23:29:03 main:574] : INFO : Epoch 1592 | loss: 0.0311656 | val_loss: 0.0311728 | Time: 10686.4 ms [2022-04-10 23:29:12 main:574] : INFO : Epoch 1593 | loss: 0.0311662 | val_loss: 0.0311751 | Time: 9194.8 ms [2022-04-10 23:29:22 main:574] : INFO : Epoch 1594 | loss: 0.0311701 | val_loss: 0.0311813 | Time: 9666.62 ms [2022-04-10 23:29:32 main:574] : INFO : Epoch 1595 | loss: 0.031172 | val_loss: 0.0311827 | Time: 9489.13 ms [2022-04-10 23:29:42 main:574] : INFO : Epoch 1596 | loss: 0.0311692 | val_loss: 0.031172 | Time: 10338.9 ms [2022-04-10 23:29:52 main:574] : INFO : Epoch 1597 | loss: 0.0311684 | val_loss: 0.0311742 | Time: 10100 ms [2022-04-10 23:30:03 main:574] : INFO : Epoch 1598 | loss: 0.0311686 | val_loss: 0.0311727 | Time: 11033 ms [2022-04-10 23:30:14 main:574] : INFO : Epoch 1599 | loss: 0.0311684 | val_loss: 0.0311768 | Time: 10844.8 ms [2022-04-10 23:30:24 main:574] : INFO : Epoch 1600 | loss: 0.0311692 | val_loss: 0.0311764 | Time: 10334.6 ms [2022-04-10 23:30:35 main:574] : INFO : Epoch 1601 | loss: 0.0311708 | val_loss: 0.0311759 | Time: 11089 ms [2022-04-10 23:30:46 main:574] : INFO : Epoch 1602 | loss: 0.0311724 | val_loss: 0.0311759 | Time: 10481.1 ms [2022-04-10 23:30:56 main:574] : INFO : Epoch 1603 | loss: 0.0311713 | val_loss: 0.0311733 | Time: 10112.3 ms [2022-04-10 23:31:06 main:574] : INFO : Epoch 1604 | loss: 0.0311684 | val_loss: 0.0311746 | Time: 9881.73 ms [2022-04-10 23:31:16 main:574] : INFO : Epoch 1605 | loss: 0.0311679 | val_loss: 0.0311769 | Time: 10127.5 ms [2022-04-10 23:31:26 main:574] : INFO : Epoch 1606 | loss: 0.0311686 | val_loss: 0.031178 | Time: 9878.19 ms [2022-04-10 23:31:39 main:574] : INFO : Epoch 1607 | loss: 0.0311728 | val_loss: 0.0311777 | Time: 12717.3 ms [2022-04-10 23:31:49 main:574] : INFO : Epoch 1608 | loss: 0.0311716 | val_loss: 0.0311733 | Time: 10259.1 ms [2022-04-10 23:31:59 main:574] : INFO : Epoch 1609 | loss: 0.0311676 | val_loss: 0.0311732 | Time: 10402.5 ms [2022-04-10 23:32:08 main:574] : INFO : Epoch 1610 | loss: 0.0311691 | val_loss: 0.0311711 | Time: 9161.64 ms [2022-04-10 23:32:19 main:574] : INFO : Epoch 1611 | loss: 0.0311677 | val_loss: 0.0311716 | Time: 10201.3 ms [2022-04-10 23:32:28 main:574] : INFO : Epoch 1612 | loss: 0.0311666 | val_loss: 0.0311725 | Time: 9449.17 ms [2022-04-10 23:32:39 main:574] : INFO : Epoch 1613 | loss: 0.0311681 | val_loss: 0.031174 | Time: 10884.8 ms [2022-04-10 23:32:49 main:574] : INFO : Epoch 1614 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 9728.73 ms [2022-04-10 23:32:59 main:574] : INFO : Epoch 1615 | loss: 0.0311684 | val_loss: 0.0311714 | Time: 10721.8 ms [2022-04-10 23:33:10 main:574] : INFO : Epoch 1616 | loss: 0.031168 | val_loss: 0.0311775 | Time: 10493.9 ms [2022-04-10 23:33:19 main:574] : INFO : Epoch 1617 | loss: 0.0311693 | val_loss: 0.0311731 | Time: 9398.34 ms [2022-04-10 23:33:29 main:574] : INFO : Epoch 1618 | loss: 0.0311676 | val_loss: 0.0311715 | Time: 9710.02 ms [2022-04-10 23:33:40 main:574] : INFO : Epoch 1619 | loss: 0.031168 | val_loss: 0.0311734 | Time: 10763.8 ms [2022-04-10 23:33:50 main:574] : INFO : Epoch 1620 | loss: 0.0311684 | val_loss: 0.0311776 | Time: 10255.8 ms [2022-04-10 23:34:00 main:574] : INFO : Epoch 1621 | loss: 0.0311683 | val_loss: 0.0311721 | Time: 9955.94 ms [2022-04-10 23:34:10 main:574] : INFO : Epoch 1622 | loss: 0.0311656 | val_loss: 0.0311734 | Time: 10109 ms [2022-04-10 23:34:20 main:574] : INFO : Epoch 1623 | loss: 0.0311667 | val_loss: 0.0311701 | Time: 9947.58 ms [2022-04-10 23:34:30 main:574] : INFO : Epoch 1624 | loss: 0.031167 | val_loss: 0.0311727 | Time: 9581.84 ms [2022-04-10 23:34:40 main:574] : INFO : Epoch 1625 | loss: 0.0311671 | val_loss: 0.0311726 | Time: 10559.9 ms [2022-04-10 23:34:50 main:574] : INFO : Epoch 1626 | loss: 0.0311672 | val_loss: 0.0311705 | Time: 9658.63 ms [2022-04-10 23:35:00 main:574] : INFO : Epoch 1627 | loss: 0.0311696 | val_loss: 0.0311751 | Time: 9808.09 ms [2022-04-10 23:35:12 main:574] : INFO : Epoch 1628 | loss: 0.0311681 | val_loss: 0.0311766 | Time: 12562.3 ms [2022-04-10 23:35:23 main:574] : INFO : Epoch 1629 | loss: 0.031166 | val_loss: 0.0311698 | Time: 10551.1 ms [2022-04-10 23:35:33 main:574] : INFO : Epoch 1630 | loss: 0.0311703 | val_loss: 0.0311704 | Time: 9606.87 ms [2022-04-10 23:35:43 main:574] : INFO : Epoch 1631 | loss: 0.0311714 | val_loss: 0.031172 | Time: 10140.3 ms [2022-04-10 23:35:52 main:574] : INFO : Epoch 1632 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 9796.43 ms [2022-04-10 23:36:03 main:574] : INFO : Epoch 1633 | loss: 0.0311687 | val_loss: 0.0311731 | Time: 10301.8 ms [2022-04-10 23:36:17 main:574] : INFO : Epoch 1634 | loss: 0.0311693 | val_loss: 0.0311701 | Time: 14271.8 ms [2022-04-10 23:36:28 main:574] : INFO : Epoch 1635 | loss: 0.0311684 | val_loss: 0.0311701 | Time: 11233.7 ms [2022-04-10 23:36:39 main:574] : INFO : Epoch 1636 | loss: 0.0311672 | val_loss: 0.0311686 | Time: 10293.5 ms [2022-04-10 23:36:49 main:574] : INFO : Epoch 1637 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 10423.8 ms [2022-04-10 23:36:59 main:574] : INFO : Epoch 1638 | loss: 0.0311674 | val_loss: 0.031172 | Time: 10085.5 ms [2022-04-10 23:37:10 main:574] : INFO : Epoch 1639 | loss: 0.0311676 | val_loss: 0.0311711 | Time: 11245.4 ms [2022-04-10 23:37:21 main:574] : INFO : Epoch 1640 | loss: 0.0311677 | val_loss: 0.0311701 | Time: 10891.9 ms [2022-04-10 23:37:32 main:574] : INFO : Epoch 1641 | loss: 0.0311687 | val_loss: 0.0311705 | Time: 10876.6 ms [2022-04-10 23:37:43 main:574] : INFO : Epoch 1642 | loss: 0.0311687 | val_loss: 0.0311724 | Time: 10984.4 ms [2022-04-10 23:37:53 main:574] : INFO : Epoch 1643 | loss: 0.0311697 | val_loss: 0.0311735 | Time: 10135.7 ms [2022-04-10 23:38:04 main:574] : INFO : Epoch 1644 | loss: 0.0311684 | val_loss: 0.0311708 | Time: 10248.9 ms [2022-04-10 23:38:13 main:574] : INFO : Epoch 1645 | loss: 0.0311676 | val_loss: 0.0311704 | Time: 9775.77 ms [2022-04-10 23:38:25 main:574] : INFO : Epoch 1646 | loss: 0.0311673 | val_loss: 0.0311682 | Time: 11219.1 ms [2022-04-10 23:38:36 main:574] : INFO : Epoch 1647 | loss: 0.0311661 | val_loss: 0.0311714 | Time: 11257.1 ms [2022-04-10 23:38:45 main:574] : INFO : Epoch 1648 | loss: 0.0311667 | val_loss: 0.0311715 | Time: 9565.05 ms [2022-04-10 23:38:56 main:574] : INFO : Epoch 1649 | loss: 0.031167 | val_loss: 0.0311723 | Time: 10270 ms [2022-04-10 23:39:05 main:574] : INFO : Epoch 1650 | loss: 0.0311656 | val_loss: 0.0311692 | Time: 9741.49 ms [2022-04-10 23:39:15 main:574] : INFO : Epoch 1651 | loss: 0.031166 | val_loss: 0.0311725 | Time: 10004.9 ms [2022-04-10 23:39:26 main:574] : INFO : Epoch 1652 | loss: 0.0311658 | val_loss: 0.0311699 | Time: 10038 ms [2022-04-10 23:39:36 main:574] : INFO : Epoch 1653 | loss: 0.0311665 | val_loss: 0.0311786 | Time: 10440.4 ms [2022-04-10 23:39:46 main:574] : INFO : Epoch 1654 | loss: 0.0311665 | val_loss: 0.0311707 | Time: 9564.75 ms [2022-04-10 23:39:56 main:574] : INFO : Epoch 1655 | loss: 0.0311656 | val_loss: 0.0311732 | Time: 10102.3 ms [2022-04-10 23:40:06 main:574] : INFO : Epoch 1656 | loss: 0.0311663 | val_loss: 0.0311751 | Time: 10005 ms [2022-04-10 23:40:15 main:574] : INFO : Epoch 1657 | loss: 0.0311669 | val_loss: 0.0311717 | Time: 9369.35 ms [2022-04-10 23:40:25 main:574] : INFO : Epoch 1658 | loss: 0.0311648 | val_loss: 0.0311708 | Time: 9685.1 ms [2022-04-10 23:40:36 main:574] : INFO : Epoch 1659 | loss: 0.0311685 | val_loss: 0.0311704 | Time: 11248.7 ms [2022-04-10 23:40:47 main:574] : INFO : Epoch 1660 | loss: 0.0311667 | val_loss: 0.0311765 | Time: 10577.8 ms [2022-04-10 23:40:57 main:574] : INFO : Epoch 1661 | loss: 0.0311684 | val_loss: 0.0311698 | Time: 10656.5 ms [2022-04-10 23:41:07 main:574] : INFO : Epoch 1662 | loss: 0.0311664 | val_loss: 0.0311789 | Time: 9748.08 ms [2022-04-10 23:41:17 main:574] : INFO : Epoch 1663 | loss: 0.031167 | val_loss: 0.0311697 | Time: 10214 ms [2022-04-10 23:41:28 main:574] : INFO : Epoch 1664 | loss: 0.031165 | val_loss: 0.0311713 | Time: 10983.6 ms [2022-04-10 23:41:38 main:574] : INFO : Epoch 1665 | loss: 0.0311661 | val_loss: 0.0311711 | Time: 10247.8 ms [2022-04-10 23:41:49 main:574] : INFO : Epoch 1666 | loss: 0.0311664 | val_loss: 0.0311754 | Time: 10284.8 ms [2022-04-10 23:41:59 main:574] : INFO : Epoch 1667 | loss: 0.0311678 | val_loss: 0.0311746 | Time: 10529.6 ms [2022-04-10 23:42:11 main:574] : INFO : Epoch 1668 | loss: 0.0311657 | val_loss: 0.0311746 | Time: 11371.4 ms [2022-04-10 23:42:21 main:574] : INFO : Epoch 1669 | loss: 0.0311666 | val_loss: 0.0311768 | Time: 10426.6 ms [2022-04-10 23:42:35 main:574] : INFO : Epoch 1670 | loss: 0.0311687 | val_loss: 0.0311713 | Time: 13814.3 ms [2022-04-10 23:42:46 main:574] : INFO : Epoch 1671 | loss: 0.0311727 | val_loss: 0.0311742 | Time: 10552.3 ms [2022-04-10 23:42:55 main:574] : INFO : Epoch 1672 | loss: 0.0311728 | val_loss: 0.0311716 | Time: 9761.88 ms [2022-04-10 23:43:05 main:574] : INFO : Epoch 1673 | loss: 0.0311713 | val_loss: 0.0311707 | Time: 9856.82 ms [2022-04-10 23:43:15 main:574] : INFO : Epoch 1674 | loss: 0.0311702 | val_loss: 0.0311713 | Time: 9646.03 ms [2022-04-10 23:43:25 main:574] : INFO : Epoch 1675 | loss: 0.0311713 | val_loss: 0.0311742 | Time: 10210.8 ms [2022-04-10 23:43:35 main:574] : INFO : Epoch 1676 | loss: 0.03117 | val_loss: 0.0311738 | Time: 9955.17 ms [2022-04-10 23:43:45 main:574] : INFO : Epoch 1677 | loss: 0.0311687 | val_loss: 0.0311704 | Time: 9796.58 ms [2022-04-10 23:43:54 main:574] : INFO : Epoch 1678 | loss: 0.0311687 | val_loss: 0.0311739 | Time: 9269.66 ms [2022-04-10 23:44:04 main:574] : INFO : Epoch 1679 | loss: 0.0311737 | val_loss: 0.0311792 | Time: 10174.1 ms [2022-04-10 23:44:14 main:574] : INFO : Epoch 1680 | loss: 0.0311708 | val_loss: 0.0311712 | Time: 10137.4 ms [2022-04-10 23:44:25 main:574] : INFO : Epoch 1681 | loss: 0.0311682 | val_loss: 0.0311706 | Time: 11001.8 ms [2022-04-10 23:44:36 main:574] : INFO : Epoch 1682 | loss: 0.0311672 | val_loss: 0.0311739 | Time: 11074.2 ms [2022-04-10 23:44:46 main:574] : INFO : Epoch 1683 | loss: 0.0311701 | val_loss: 0.0311705 | Time: 9873.44 ms [2022-04-10 23:44:57 main:574] : INFO : Epoch 1684 | loss: 0.0311716 | val_loss: 0.0311702 | Time: 10874.5 ms [2022-04-10 23:45:08 main:574] : INFO : Epoch 1685 | loss: 0.0311695 | val_loss: 0.0311699 | Time: 10477.9 ms [2022-04-10 23:45:18 main:574] : INFO : Epoch 1686 | loss: 0.031169 | val_loss: 0.0311756 | Time: 10232.7 ms [2022-04-10 23:45:27 main:574] : INFO : Epoch 1687 | loss: 0.0311679 | val_loss: 0.0311692 | Time: 9205.6 ms [2022-04-10 23:45:38 main:574] : INFO : Epoch 1688 | loss: 0.0311675 | val_loss: 0.0311711 | Time: 10585.3 ms [2022-04-10 23:45:48 main:574] : INFO : Epoch 1689 | loss: 0.0311696 | val_loss: 0.0311742 | Time: 9712.9 ms [2022-04-10 23:45:58 main:574] : INFO : Epoch 1690 | loss: 0.0311699 | val_loss: 0.0311709 | Time: 10202.1 ms [2022-04-10 23:46:08 main:574] : INFO : Epoch 1691 | loss: 0.0311688 | val_loss: 0.0311717 | Time: 10730.2 ms [2022-04-10 23:46:18 main:574] : INFO : Epoch 1692 | loss: 0.0311678 | val_loss: 0.0311698 | Time: 9962.17 ms [2022-04-10 23:46:28 main:574] : INFO : Epoch 1693 | loss: 0.0311687 | val_loss: 0.0311722 | Time: 9992.75 ms [2022-04-10 23:46:39 main:574] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.0311717 | Time: 10315.8 ms [2022-04-10 23:46:49 main:574] : INFO : Epoch 1695 | loss: 0.0311678 | val_loss: 0.0311717 | Time: 9915.03 ms [2022-04-10 23:46:59 main:574] : INFO : Epoch 1696 | loss: 0.0311673 | val_loss: 0.0311712 | Time: 10389.9 ms [2022-04-10 23:47:10 main:574] : INFO : Epoch 1697 | loss: 0.0311666 | val_loss: 0.031172 | Time: 10454.2 ms [2022-04-10 23:47:19 main:574] : INFO : Epoch 1698 | loss: 0.0311663 | val_loss: 0.0311741 | Time: 9723.55 ms [2022-04-10 23:47:30 main:574] : INFO : Epoch 1699 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 11201.8 ms [2022-04-10 23:47:41 main:574] : INFO : Epoch 1700 | loss: 0.0311664 | val_loss: 0.0311763 | Time: 10809.6 ms [2022-04-10 23:47:51 main:574] : INFO : Epoch 1701 | loss: 0.0311677 | val_loss: 0.0311718 | Time: 9622.52 ms [2022-04-10 23:48:00 main:574] : INFO : Epoch 1702 | loss: 0.0311653 | val_loss: 0.0311726 | Time: 9533.38 ms [2022-04-10 23:48:11 main:574] : INFO : Epoch 1703 | loss: 0.0311655 | val_loss: 0.0311713 | Time: 10310 ms [2022-04-10 23:48:21 main:574] : INFO : Epoch 1704 | loss: 0.0311654 | val_loss: 0.031171 | Time: 10490.4 ms [2022-04-10 23:48:31 main:574] : INFO : Epoch 1705 | loss: 0.0311659 | val_loss: 0.0311727 | Time: 9687.76 ms [2022-04-10 23:48:43 main:574] : INFO : Epoch 1706 | loss: 0.0311664 | val_loss: 0.0311701 | Time: 12026.7 ms [2022-04-10 23:48:54 main:574] : INFO : Epoch 1707 | loss: 0.031165 | val_loss: 0.0311707 | Time: 11138.3 ms [2022-04-10 23:49:04 main:574] : INFO : Epoch 1708 | loss: 0.0311639 | val_loss: 0.0311727 | Time: 10055.7 ms [2022-04-10 23:49:15 main:574] : INFO : Epoch 1709 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 10733.6 ms [2022-04-10 23:49:25 main:574] : INFO : Epoch 1710 | loss: 0.0311663 | val_loss: 0.0311721 | Time: 9943.28 ms [2022-04-10 23:49:35 main:574] : INFO : Epoch 1711 | loss: 0.0311651 | val_loss: 0.0311714 | Time: 10295.1 ms [2022-04-10 23:49:46 main:574] : INFO : Epoch 1712 | loss: 0.031164 | val_loss: 0.0311723 | Time: 10728 ms [2022-04-10 23:49:56 main:574] : INFO : Epoch 1713 | loss: 0.0311653 | val_loss: 0.0311714 | Time: 9652.36 ms [2022-04-10 23:50:06 main:574] : INFO : Epoch 1714 | loss: 0.0311653 | val_loss: 0.0311703 | Time: 10837.2 ms [2022-04-10 23:50:21 main:574] : INFO : Epoch 1715 | loss: 0.0311678 | val_loss: 0.0311715 | Time: 14386.6 ms [2022-04-10 23:50:31 main:574] : INFO : Epoch 1716 | loss: 0.0311652 | val_loss: 0.031172 | Time: 9798.59 ms [2022-04-10 23:50:47 main:574] : INFO : Epoch 1717 | loss: 0.0311651 | val_loss: 0.0311724 | Time: 16229.9 ms [2022-04-10 23:50:57 main:574] : INFO : Epoch 1718 | loss: 0.031169 | val_loss: 0.0311701 | Time: 10130.7 ms [2022-04-10 23:51:09 main:574] : INFO : Epoch 1719 | loss: 0.0311664 | val_loss: 0.0311689 | Time: 11709.5 ms [2022-04-10 23:51:19 main:574] : INFO : Epoch 1720 | loss: 0.0311679 | val_loss: 0.0311765 | Time: 10599 ms [2022-04-10 23:51:30 main:574] : INFO : Epoch 1721 | loss: 0.0311685 | val_loss: 0.0311701 | Time: 10612 ms [2022-04-10 23:51:40 main:574] : INFO : Epoch 1722 | loss: 0.0311652 | val_loss: 0.0311754 | Time: 9931.85 ms [2022-04-10 23:51:50 main:574] : INFO : Epoch 1723 | loss: 0.0311659 | val_loss: 0.0311721 | Time: 10272.7 ms [2022-04-10 23:52:00 main:574] : INFO : Epoch 1724 | loss: 0.0311671 | val_loss: 0.0311721 | Time: 9657.44 ms [2022-04-10 23:52:11 main:574] : INFO : Epoch 1725 | loss: 0.0311661 | val_loss: 0.0311687 | Time: 11313.3 ms [2022-04-10 23:52:22 main:574] : INFO : Epoch 1726 | loss: 0.0311659 | val_loss: 0.0311729 | Time: 10816.8 ms [2022-04-10 23:52:35 main:574] : INFO : Epoch 1727 | loss: 0.0311674 | val_loss: 0.0311741 | Time: 12823 ms [2022-04-10 23:52:46 main:574] : INFO : Epoch 1728 | loss: 0.0311675 | val_loss: 0.0311792 | Time: 11050.2 ms [2022-04-10 23:52:56 main:574] : INFO : Epoch 1729 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 9884.58 ms [2022-04-10 23:53:06 main:574] : INFO : Epoch 1730 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 9899.87 ms [2022-04-10 23:53:16 main:574] : INFO : Epoch 1731 | loss: 0.0311646 | val_loss: 0.0311717 | Time: 9892.6 ms [2022-04-10 23:53:26 main:574] : INFO : Epoch 1732 | loss: 0.0311638 | val_loss: 0.0311713 | Time: 10437.8 ms [2022-04-10 23:53:36 main:574] : INFO : Epoch 1733 | loss: 0.0311666 | val_loss: 0.0311721 | Time: 10057.3 ms [2022-04-10 23:53:46 main:574] : INFO : Epoch 1734 | loss: 0.0311676 | val_loss: 0.0311744 | Time: 9844.46 ms [2022-04-10 23:53:56 main:574] : INFO : Epoch 1735 | loss: 0.0311681 | val_loss: 0.0311722 | Time: 10140.8 ms [2022-04-10 23:54:07 main:574] : INFO : Epoch 1736 | loss: 0.0311667 | val_loss: 0.0311734 | Time: 10107.5 ms [2022-04-10 23:54:17 main:574] : INFO : Epoch 1737 | loss: 0.0311678 | val_loss: 0.0311713 | Time: 10150.2 ms [2022-04-10 23:54:27 main:574] : INFO : Epoch 1738 | loss: 0.0311658 | val_loss: 0.0311707 | Time: 10647.9 ms [2022-04-10 23:54:41 main:574] : INFO : Epoch 1739 | loss: 0.0311693 | val_loss: 0.0311774 | Time: 13596.5 ms [2022-04-10 23:54:51 main:574] : INFO : Epoch 1740 | loss: 0.0311679 | val_loss: 0.031174 | Time: 10346.2 ms [2022-04-10 23:55:01 main:574] : INFO : Epoch 1741 | loss: 0.0311652 | val_loss: 0.0311724 | Time: 9375.02 ms [2022-04-10 23:55:11 main:574] : INFO : Epoch 1742 | loss: 0.0311665 | val_loss: 0.0311689 | Time: 10692.3 ms [2022-04-10 23:55:20 main:574] : INFO : Epoch 1743 | loss: 0.0311678 | val_loss: 0.0311733 | Time: 9001.22 ms [2022-04-10 23:55:30 main:574] : INFO : Epoch 1744 | loss: 0.0311681 | val_loss: 0.0311764 | Time: 9978.42 ms [2022-04-10 23:55:40 main:574] : INFO : Epoch 1745 | loss: 0.0311678 | val_loss: 0.0311695 | Time: 9785.86 ms [2022-04-10 23:55:50 main:574] : INFO : Epoch 1746 | loss: 0.0311651 | val_loss: 0.0311705 | Time: 9970.78 ms [2022-04-10 23:56:00 main:574] : INFO : Epoch 1747 | loss: 0.031164 | val_loss: 0.0311716 | Time: 9770.38 ms [2022-04-10 23:56:10 main:574] : INFO : Epoch 1748 | loss: 0.0311649 | val_loss: 0.0311741 | Time: 9959.73 ms [2022-04-10 23:56:20 main:574] : INFO : Epoch 1749 | loss: 0.031163 | val_loss: 0.031169 | Time: 10034.7 ms [2022-04-10 23:56:30 main:574] : INFO : Epoch 1750 | loss: 0.0311628 | val_loss: 0.0311712 | Time: 10567.6 ms [2022-04-10 23:56:43 main:574] : INFO : Epoch 1751 | loss: 0.031167 | val_loss: 0.0311746 | Time: 12166 ms [2022-04-10 23:56:53 main:574] : INFO : Epoch 1752 | loss: 0.0311677 | val_loss: 0.0311709 | Time: 10145.8 ms [2022-04-10 23:57:03 main:574] : INFO : Epoch 1753 | loss: 0.031165 | val_loss: 0.031171 | Time: 10213.7 ms [2022-04-10 23:57:14 main:574] : INFO : Epoch 1754 | loss: 0.0311633 | val_loss: 0.0311723 | Time: 10873.5 ms [2022-04-10 23:57:24 main:574] : INFO : Epoch 1755 | loss: 0.031163 | val_loss: 0.031169 | Time: 10241.3 ms [2022-04-10 23:57:35 main:574] : INFO : Epoch 1756 | loss: 0.0311666 | val_loss: 0.0311693 | Time: 10770 ms [2022-04-10 23:57:45 main:574] : INFO : Epoch 1757 | loss: 0.0311663 | val_loss: 0.0311743 | Time: 9806.64 ms [2022-04-10 23:57:55 main:574] : INFO : Epoch 1758 | loss: 0.0311645 | val_loss: 0.0311703 | Time: 10501.6 ms [2022-04-10 23:58:05 main:574] : INFO : Epoch 1759 | loss: 0.0311634 | val_loss: 0.0311709 | Time: 9431.19 ms [2022-04-10 23:58:15 main:574] : INFO : Epoch 1760 | loss: 0.0311639 | val_loss: 0.0311751 | Time: 10066.4 ms [2022-04-10 23:58:25 main:574] : INFO : Epoch 1761 | loss: 0.0311627 | val_loss: 0.031174 | Time: 9808.24 ms [2022-04-10 23:58:36 main:574] : INFO : Epoch 1762 | loss: 0.0311639 | val_loss: 0.0311707 | Time: 11821.4 ms [2022-04-10 23:58:49 main:574] : INFO : Epoch 1763 | loss: 0.0311633 | val_loss: 0.0311705 | Time: 12336 ms [2022-04-10 23:59:00 main:574] : INFO : Epoch 1764 | loss: 0.0311616 | val_loss: 0.0311708 | Time: 11547.2 ms [2022-04-10 23:59:10 main:574] : INFO : Epoch 1765 | loss: 0.0311615 | val_loss: 0.0311697 | Time: 9454.07 ms [2022-04-10 23:59:20 main:574] : INFO : Epoch 1766 | loss: 0.0311628 | val_loss: 0.0311707 | Time: 10200.8 ms [2022-04-10 23:59:30 main:574] : INFO : Epoch 1767 | loss: 0.0311622 | val_loss: 0.0311705 | Time: 9584.85 ms [2022-04-10 23:59:40 main:574] : INFO : Epoch 1768 | loss: 0.0311606 | val_loss: 0.0311701 | Time: 10933.9 ms [2022-04-10 23:59:50 main:574] : INFO : Epoch 1769 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 9541.49 ms [2022-04-11 00:00:01 main:574] : INFO : Epoch 1770 | loss: 0.0311604 | val_loss: 0.0311697 | Time: 10615.6 ms [2022-04-11 00:00:10 main:574] : INFO : Epoch 1771 | loss: 0.0311625 | val_loss: 0.0311738 | Time: 9087.67 ms [2022-04-11 00:00:22 main:574] : INFO : Epoch 1772 | loss: 0.0311639 | val_loss: 0.0311721 | Time: 11899.5 ms [2022-04-11 00:00:32 main:574] : INFO : Epoch 1773 | loss: 0.0311625 | val_loss: 0.0311763 | Time: 10459.1 ms [2022-04-11 00:00:42 main:574] : INFO : Epoch 1774 | loss: 0.031163 | val_loss: 0.0311729 | Time: 10035.8 ms [2022-04-11 00:00:53 main:574] : INFO : Epoch 1775 | loss: 0.031166 | val_loss: 0.0311724 | Time: 10471.6 ms [2022-04-11 00:01:02 main:574] : INFO : Epoch 1776 | loss: 0.0311627 | val_loss: 0.0311738 | Time: 9439.87 ms [2022-04-11 00:01:12 main:574] : INFO : Epoch 1777 | loss: 0.0311636 | val_loss: 0.0311703 | Time: 10376.3 ms [2022-04-11 00:01:21 main:574] : INFO : Epoch 1778 | loss: 0.031162 | val_loss: 0.03117 | Time: 8989.96 ms [2022-04-11 00:01:32 main:574] : INFO : Epoch 1779 | loss: 0.0311663 | val_loss: 0.0311703 | Time: 10538.3 ms [2022-04-11 00:01:45 main:574] : INFO : Epoch 1780 | loss: 0.0311689 | val_loss: 0.0311739 | Time: 12798.2 ms [2022-04-11 00:01:55 main:574] : INFO : Epoch 1781 | loss: 0.03117 | val_loss: 0.0311734 | Time: 10507.6 ms [2022-04-11 00:02:05 main:574] : INFO : Epoch 1782 | loss: 0.0311695 | val_loss: 0.0311695 | Time: 9926.4 ms [2022-04-11 00:02:16 main:574] : INFO : Epoch 1783 | loss: 0.0311684 | val_loss: 0.0311736 | Time: 10306.7 ms [2022-04-11 00:02:26 main:574] : INFO : Epoch 1784 | loss: 0.0311697 | val_loss: 0.0311744 | Time: 10243.1 ms [2022-04-11 00:02:37 main:574] : INFO : Epoch 1785 | loss: 0.0311662 | val_loss: 0.0311704 | Time: 11559.7 ms [2022-04-11 00:02:47 main:574] : INFO : Epoch 1786 | loss: 0.0311657 | val_loss: 0.0311719 | Time: 9651.71 ms [2022-04-11 00:02:57 main:574] : INFO : Epoch 1787 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 10236.4 ms [2022-04-11 00:03:07 main:574] : INFO : Epoch 1788 | loss: 0.0311689 | val_loss: 0.0311741 | Time: 10052.7 ms [2022-04-11 00:03:17 main:574] : INFO : Epoch 1789 | loss: 0.0311651 | val_loss: 0.0311725 | Time: 9756.83 ms [2022-04-11 00:03:27 main:574] : INFO : Epoch 1790 | loss: 0.0311665 | val_loss: 0.031177 | Time: 10040.5 ms [2022-04-11 00:03:39 main:574] : INFO : Epoch 1791 | loss: 0.0311674 | val_loss: 0.0311755 | Time: 11534.2 ms [2022-04-11 00:03:49 main:574] : INFO : Epoch 1792 | loss: 0.0311688 | val_loss: 0.0311705 | Time: 10387.4 ms [2022-04-11 00:03:59 main:574] : INFO : Epoch 1793 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 9591.23 ms [2022-04-11 00:04:10 main:574] : INFO : Epoch 1794 | loss: 0.0311643 | val_loss: 0.031173 | Time: 10822.2 ms [2022-04-11 00:04:19 main:574] : INFO : Epoch 1795 | loss: 0.0311634 | val_loss: 0.0311726 | Time: 9505.09 ms [2022-04-11 00:04:29 main:574] : INFO : Epoch 1796 | loss: 0.0311649 | val_loss: 0.0311767 | Time: 10218.2 ms [2022-04-11 00:04:40 main:574] : INFO : Epoch 1797 | loss: 0.0311689 | val_loss: 0.0311805 | Time: 10393.3 ms [2022-04-11 00:04:50 main:574] : INFO : Epoch 1798 | loss: 0.0311645 | val_loss: 0.0311758 | Time: 10204.7 ms [2022-04-11 00:05:00 main:574] : INFO : Epoch 1799 | loss: 0.0311621 | val_loss: 0.0311758 | Time: 9816.95 ms [2022-04-11 00:05:13 main:574] : INFO : Epoch 1800 | loss: 0.0311635 | val_loss: 0.031172 | Time: 12956.5 ms [2022-04-11 00:05:23 main:574] : INFO : Epoch 1801 | loss: 0.0311626 | val_loss: 0.031176 | Time: 10175.1 ms [2022-04-11 00:05:33 main:574] : INFO : Epoch 1802 | loss: 0.0311619 | val_loss: 0.0311806 | Time: 9832.63 ms [2022-04-11 00:05:42 main:574] : INFO : Epoch 1803 | loss: 0.0311658 | val_loss: 0.03117 | Time: 9581.1 ms [2022-04-11 00:05:52 main:574] : INFO : Epoch 1804 | loss: 0.0311633 | val_loss: 0.031172 | Time: 9772.73 ms [2022-04-11 00:06:02 main:574] : INFO : Epoch 1805 | loss: 0.031166 | val_loss: 0.0311738 | Time: 9539.15 ms [2022-04-11 00:06:12 main:574] : INFO : Epoch 1806 | loss: 0.0311653 | val_loss: 0.0311727 | Time: 10303.1 ms [2022-04-11 00:06:24 main:574] : INFO : Epoch 1807 | loss: 0.0311635 | val_loss: 0.0311709 | Time: 11721.9 ms [2022-04-11 00:06:38 main:574] : INFO : Epoch 1808 | loss: 0.0311652 | val_loss: 0.0311728 | Time: 14656.2 ms [2022-04-11 00:06:53 main:574] : INFO : Epoch 1809 | loss: 0.0311633 | val_loss: 0.0311736 | Time: 14613.9 ms [2022-04-11 00:07:07 main:574] : INFO : Epoch 1810 | loss: 0.0311627 | val_loss: 0.0311747 | Time: 14459 ms [2022-04-11 00:07:23 main:574] : INFO : Epoch 1811 | loss: 0.0311633 | val_loss: 0.0311711 | Time: 15119.3 ms [2022-04-11 00:07:38 main:574] : INFO : Epoch 1812 | loss: 0.0311633 | val_loss: 0.0311755 | Time: 15400.6 ms [2022-04-11 00:07:48 main:574] : INFO : Epoch 1813 | loss: 0.031164 | val_loss: 0.0311699 | Time: 10053.8 ms [2022-04-11 00:07:58 main:574] : INFO : Epoch 1814 | loss: 0.0311612 | val_loss: 0.0311715 | Time: 10233.6 ms [2022-04-11 00:08:09 main:574] : INFO : Epoch 1815 | loss: 0.0311622 | val_loss: 0.0311736 | Time: 10568.2 ms [2022-04-11 00:08:18 main:574] : INFO : Epoch 1816 | loss: 0.0311636 | val_loss: 0.0311763 | Time: 9541 ms [2022-04-11 00:08:29 main:574] : INFO : Epoch 1817 | loss: 0.0311652 | val_loss: 0.0311782 | Time: 10179.8 ms [2022-04-11 00:08:41 main:574] : INFO : Epoch 1818 | loss: 0.0311623 | val_loss: 0.0311722 | Time: 12024.3 ms [2022-04-11 00:08:51 main:574] : INFO : Epoch 1819 | loss: 0.0311642 | val_loss: 0.0311784 | Time: 9950.5 ms [2022-04-11 00:09:01 main:574] : INFO : Epoch 1820 | loss: 0.031165 | val_loss: 0.0311723 | Time: 10017.3 ms [2022-04-11 00:09:11 main:574] : INFO : Epoch 1821 | loss: 0.0311621 | val_loss: 0.0311717 | Time: 10150.6 ms [2022-04-11 00:09:21 main:574] : INFO : Epoch 1822 | loss: 0.0311626 | val_loss: 0.0311713 | Time: 10205.6 ms [2022-04-11 00:09:31 main:574] : INFO : Epoch 1823 | loss: 0.0311646 | val_loss: 0.03117 | Time: 10018.5 ms [2022-04-11 00:09:42 main:574] : INFO : Epoch 1824 | loss: 0.0311632 | val_loss: 0.031172 | Time: 11353.9 ms [2022-04-11 00:09:52 main:574] : INFO : Epoch 1825 | loss: 0.0311634 | val_loss: 0.0311793 | Time: 9964.55 ms [2022-04-11 00:10:02 main:574] : INFO : Epoch 1826 | loss: 0.0311644 | val_loss: 0.0311745 | Time: 9618.67 ms [2022-04-11 00:10:12 main:574] : INFO : Epoch 1827 | loss: 0.0311645 | val_loss: 0.031176 | Time: 10165.7 ms [2022-04-11 00:10:22 main:574] : INFO : Epoch 1828 | loss: 0.0311664 | val_loss: 0.0311748 | Time: 10212.3 ms [2022-04-11 00:10:32 main:574] : INFO : Epoch 1829 | loss: 0.0311652 | val_loss: 0.0311752 | Time: 9303.3 ms [2022-04-11 00:10:43 main:574] : INFO : Epoch 1830 | loss: 0.0311649 | val_loss: 0.0311724 | Time: 10875.4 ms [2022-04-11 00:10:53 main:574] : INFO : Epoch 1831 | loss: 0.0311628 | val_loss: 0.0311749 | Time: 10533.4 ms [2022-04-11 00:11:04 main:574] : INFO : Epoch 1832 | loss: 0.0311672 | val_loss: 0.0311782 | Time: 10829.3 ms [2022-04-11 00:11:14 main:574] : INFO : Epoch 1833 | loss: 0.0311669 | val_loss: 0.0311718 | Time: 9696.12 ms [2022-04-11 00:11:23 main:574] : INFO : Epoch 1834 | loss: 0.0311629 | val_loss: 0.0311728 | Time: 9566.25 ms [2022-04-11 00:11:34 main:574] : INFO : Epoch 1835 | loss: 0.0311647 | val_loss: 0.0311762 | Time: 11141.5 ms [2022-04-11 00:11:44 main:574] : INFO : Epoch 1836 | loss: 0.0311673 | val_loss: 0.0311742 | Time: 9441.59 ms [2022-04-11 00:11:54 main:574] : INFO : Epoch 1837 | loss: 0.0311635 | val_loss: 0.0311761 | Time: 10202.7 ms [2022-04-11 00:12:03 main:574] : INFO : Epoch 1838 | loss: 0.0311629 | val_loss: 0.0311706 | Time: 9413.49 ms [2022-04-11 00:12:14 main:574] : INFO : Epoch 1839 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 10057.8 ms [2022-04-11 00:12:23 main:574] : INFO : Epoch 1840 | loss: 0.031163 | val_loss: 0.0311743 | Time: 9278.64 ms [2022-04-11 00:12:33 main:574] : INFO : Epoch 1841 | loss: 0.031162 | val_loss: 0.0311735 | Time: 9806.54 ms [2022-04-11 00:12:43 main:574] : INFO : Epoch 1842 | loss: 0.031162 | val_loss: 0.0311739 | Time: 10816.6 ms [2022-04-11 00:12:54 main:574] : INFO : Epoch 1843 | loss: 0.0311621 | val_loss: 0.0311727 | Time: 10581.9 ms [2022-04-11 00:13:03 main:574] : INFO : Epoch 1844 | loss: 0.0311624 | val_loss: 0.031172 | Time: 9166.1 ms [2022-04-11 00:13:14 main:574] : INFO : Epoch 1845 | loss: 0.0311631 | val_loss: 0.0311748 | Time: 10659.5 ms [2022-04-11 00:13:23 main:574] : INFO : Epoch 1846 | loss: 0.0311635 | val_loss: 0.0311739 | Time: 9500.66 ms [2022-04-11 00:13:34 main:574] : INFO : Epoch 1847 | loss: 0.0311625 | val_loss: 0.0311734 | Time: 10879.6 ms [2022-04-11 00:13:44 main:574] : INFO : Epoch 1848 | loss: 0.0311618 | val_loss: 0.0311741 | Time: 9505.57 ms [2022-04-11 00:13:54 main:574] : INFO : Epoch 1849 | loss: 0.0311622 | val_loss: 0.0311728 | Time: 9770.92 ms [2022-04-11 00:14:03 main:574] : INFO : Epoch 1850 | loss: 0.0311621 | val_loss: 0.0311717 | Time: 9531.38 ms [2022-04-11 00:14:13 main:574] : INFO : Epoch 1851 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 9806.77 ms [2022-04-11 00:14:23 main:574] : INFO : Epoch 1852 | loss: 0.0311616 | val_loss: 0.0311729 | Time: 10390 ms [2022-04-11 00:14:33 main:574] : INFO : Epoch 1853 | loss: 0.0311603 | val_loss: 0.0311711 | Time: 10127.1 ms [2022-04-11 00:14:45 main:574] : INFO : Epoch 1854 | loss: 0.03116 | val_loss: 0.0311734 | Time: 11129.1 ms [2022-04-11 00:14:55 main:574] : INFO : Epoch 1855 | loss: 0.0311646 | val_loss: 0.0311711 | Time: 10595.3 ms [2022-04-11 00:15:05 main:574] : INFO : Epoch 1856 | loss: 0.0311686 | val_loss: 0.0311715 | Time: 9984.85 ms [2022-04-11 00:15:15 main:574] : INFO : Epoch 1857 | loss: 0.0311676 | val_loss: 0.0311727 | Time: 10232.2 ms [2022-04-11 00:15:25 main:574] : INFO : Epoch 1858 | loss: 0.0311658 | val_loss: 0.031171 | Time: 9830.09 ms [2022-04-11 00:15:36 main:574] : INFO : Epoch 1859 | loss: 0.0311639 | val_loss: 0.0311695 | Time: 10327.8 ms [2022-04-11 00:15:47 main:574] : INFO : Epoch 1860 | loss: 0.0311632 | val_loss: 0.0311711 | Time: 10745 ms [2022-04-11 00:15:56 main:574] : INFO : Epoch 1861 | loss: 0.0311624 | val_loss: 0.0311727 | Time: 9395.04 ms [2022-04-11 00:16:06 main:574] : INFO : Epoch 1862 | loss: 0.0311636 | val_loss: 0.0311739 | Time: 10475.5 ms [2022-04-11 00:16:16 main:574] : INFO : Epoch 1863 | loss: 0.031164 | val_loss: 0.0311738 | Time: 9376.79 ms [2022-04-11 00:16:26 main:574] : INFO : Epoch 1864 | loss: 0.0311635 | val_loss: 0.0311747 | Time: 10078.2 ms [2022-04-11 00:16:36 main:574] : INFO : Epoch 1865 | loss: 0.0311648 | val_loss: 0.0311771 | Time: 9889.74 ms [2022-04-11 00:16:45 main:574] : INFO : Epoch 1866 | loss: 0.0311673 | val_loss: 0.0311778 | Time: 9692.02 ms [2022-04-11 00:16:56 main:574] : INFO : Epoch 1867 | loss: 0.0311677 | val_loss: 0.0311746 | Time: 10079 ms [2022-04-11 00:17:07 main:574] : INFO : Epoch 1868 | loss: 0.0311653 | val_loss: 0.0311746 | Time: 11417.1 ms [2022-04-11 00:17:18 main:574] : INFO : Epoch 1869 | loss: 0.0311617 | val_loss: 0.0311727 | Time: 11280.3 ms [2022-04-11 00:17:28 main:574] : INFO : Epoch 1870 | loss: 0.0311671 | val_loss: 0.0311805 | Time: 9439.87 ms [2022-04-11 00:17:40 main:574] : INFO : Epoch 1871 | loss: 0.031172 | val_loss: 0.031176 | Time: 12248.2 ms [2022-04-11 00:17:50 main:574] : INFO : Epoch 1872 | loss: 0.0311694 | val_loss: 0.0311727 | Time: 9899.31 ms [2022-04-11 00:18:00 main:574] : INFO : Epoch 1873 | loss: 0.031168 | val_loss: 0.0311732 | Time: 9824.3 ms [2022-04-11 00:18:10 main:574] : INFO : Epoch 1874 | loss: 0.0311683 | val_loss: 0.0311759 | Time: 9942.24 ms [2022-04-11 00:18:19 main:574] : INFO : Epoch 1875 | loss: 0.0311666 | val_loss: 0.0311738 | Time: 9608.83 ms [2022-04-11 00:18:29 main:574] : INFO : Epoch 1876 | loss: 0.0311661 | val_loss: 0.0311761 | Time: 9434.12 ms [2022-04-11 00:18:39 main:574] : INFO : Epoch 1877 | loss: 0.0311667 | val_loss: 0.0311737 | Time: 10084.3 ms [2022-04-11 00:18:48 main:574] : INFO : Epoch 1878 | loss: 0.0311645 | val_loss: 0.0311765 | Time: 9627.42 ms [2022-04-11 00:18:59 main:574] : INFO : Epoch 1879 | loss: 0.0311654 | val_loss: 0.0311731 | Time: 10627.5 ms [2022-04-11 00:19:09 main:574] : INFO : Epoch 1880 | loss: 0.0311639 | val_loss: 0.0311729 | Time: 9693.11 ms [2022-04-11 00:19:19 main:574] : INFO : Epoch 1881 | loss: 0.0311636 | val_loss: 0.0311731 | Time: 10013.1 ms [2022-04-11 00:19:29 main:574] : INFO : Epoch 1882 | loss: 0.0311633 | val_loss: 0.0311762 | Time: 9723.22 ms [2022-04-11 00:19:39 main:574] : INFO : Epoch 1883 | loss: 0.0311648 | val_loss: 0.0311735 | Time: 10341.4 ms [2022-04-11 00:19:49 main:574] : INFO : Epoch 1884 | loss: 0.0311661 | val_loss: 0.0311734 | Time: 10013.9 ms [2022-04-11 00:19:58 main:574] : INFO : Epoch 1885 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 9560.82 ms [2022-04-11 00:20:10 main:574] : INFO : Epoch 1886 | loss: 0.0311689 | val_loss: 0.031176 | Time: 11235.1 ms [2022-04-11 00:20:20 main:574] : INFO : Epoch 1887 | loss: 0.0311633 | val_loss: 0.0311706 | Time: 10743.6 ms [2022-04-11 00:20:31 main:574] : INFO : Epoch 1888 | loss: 0.0311612 | val_loss: 0.0311743 | Time: 10452.4 ms [2022-04-11 00:20:43 main:574] : INFO : Epoch 1889 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 11699.2 ms [2022-04-11 00:20:52 main:574] : INFO : Epoch 1890 | loss: 0.0311618 | val_loss: 0.0311708 | Time: 9636.03 ms [2022-04-11 00:21:02 main:574] : INFO : Epoch 1891 | loss: 0.0311634 | val_loss: 0.0311758 | Time: 10039.9 ms [2022-04-11 00:21:12 main:574] : INFO : Epoch 1892 | loss: 0.0311616 | val_loss: 0.031175 | Time: 10099 ms [2022-04-11 00:21:23 main:574] : INFO : Epoch 1893 | loss: 0.0311612 | val_loss: 0.0311741 | Time: 10476.2 ms [2022-04-11 00:21:33 main:574] : INFO : Epoch 1894 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 9881.73 ms [2022-04-11 00:21:43 main:574] : INFO : Epoch 1895 | loss: 0.0311592 | val_loss: 0.0311759 | Time: 10664.1 ms [2022-04-11 00:21:53 main:574] : INFO : Epoch 1896 | loss: 0.0311623 | val_loss: 0.0311775 | Time: 9280.8 ms [2022-04-11 00:22:03 main:574] : INFO : Epoch 1897 | loss: 0.0311601 | val_loss: 0.0311769 | Time: 9841.82 ms [2022-04-11 00:22:13 main:574] : INFO : Epoch 1898 | loss: 0.0311592 | val_loss: 0.0311778 | Time: 10364.1 ms [2022-04-11 00:22:24 main:574] : INFO : Epoch 1899 | loss: 0.0311617 | val_loss: 0.0311773 | Time: 10770.6 ms [2022-04-11 00:22:35 main:574] : INFO : Epoch 1900 | loss: 0.0311628 | val_loss: 0.0311768 | Time: 11473.6 ms [2022-04-11 00:22:45 main:574] : INFO : Epoch 1901 | loss: 0.031162 | val_loss: 0.0311764 | Time: 9955.89 ms [2022-04-11 00:22:55 main:574] : INFO : Epoch 1902 | loss: 0.0311675 | val_loss: 0.0311797 | Time: 9961.66 ms [2022-04-11 00:23:05 main:574] : INFO : Epoch 1903 | loss: 0.0311672 | val_loss: 0.0311714 | Time: 9821.43 ms [2022-04-11 00:23:15 main:574] : INFO : Epoch 1904 | loss: 0.0311622 | val_loss: 0.031174 | Time: 9793.13 ms [2022-04-11 00:23:25 main:574] : INFO : Epoch 1905 | loss: 0.0311591 | val_loss: 0.0311739 | Time: 9756.27 ms [2022-04-11 00:23:35 main:574] : INFO : Epoch 1906 | loss: 0.0311581 | val_loss: 0.0311751 | Time: 10142.7 ms [2022-04-11 00:23:45 main:574] : INFO : Epoch 1907 | loss: 0.031158 | val_loss: 0.031174 | Time: 10568.9 ms [2022-04-11 00:23:55 main:574] : INFO : Epoch 1908 | loss: 0.0311585 | val_loss: 0.0311741 | Time: 9872 ms [2022-04-11 00:24:05 main:574] : INFO : Epoch 1909 | loss: 0.031161 | val_loss: 0.0311763 | Time: 9757.93 ms [2022-04-11 00:24:15 main:574] : INFO : Epoch 1910 | loss: 0.0311652 | val_loss: 0.0311757 | Time: 9857.18 ms [2022-04-11 00:24:25 main:574] : INFO : Epoch 1911 | loss: 0.0311611 | val_loss: 0.0311751 | Time: 10202.8 ms [2022-04-11 00:24:37 main:574] : INFO : Epoch 1912 | loss: 0.0311592 | val_loss: 0.0311727 | Time: 11680.9 ms [2022-04-11 00:24:46 main:574] : INFO : Epoch 1913 | loss: 0.031161 | val_loss: 0.0311744 | Time: 9350.67 ms [2022-04-11 00:24:56 main:574] : INFO : Epoch 1914 | loss: 0.0311594 | val_loss: 0.0311756 | Time: 9762.18 ms [2022-04-11 00:25:05 main:574] : INFO : Epoch 1915 | loss: 0.0311597 | val_loss: 0.0311754 | Time: 9519.81 ms [2022-04-11 00:25:15 main:574] : INFO : Epoch 1916 | loss: 0.0311607 | val_loss: 0.0311785 | Time: 9819.91 ms [2022-04-11 00:25:25 main:574] : INFO : Epoch 1917 | loss: 0.0311594 | val_loss: 0.0311825 | Time: 9650.21 ms [2022-04-11 00:25:36 main:574] : INFO : Epoch 1918 | loss: 0.0311637 | val_loss: 0.0311786 | Time: 11024.3 ms [2022-04-11 00:25:45 main:574] : INFO : Epoch 1919 | loss: 0.0311604 | val_loss: 0.0311751 | Time: 9414.73 ms [2022-04-11 00:25:56 main:574] : INFO : Epoch 1920 | loss: 0.0311612 | val_loss: 0.0311787 | Time: 10324.2 ms [2022-04-11 00:26:06 main:574] : INFO : Epoch 1921 | loss: 0.0311634 | val_loss: 0.0311771 | Time: 10012.6 ms [2022-04-11 00:26:16 main:574] : INFO : Epoch 1922 | loss: 0.0311635 | val_loss: 0.0311794 | Time: 9977.51 ms [2022-04-11 00:26:26 main:574] : INFO : Epoch 1923 | loss: 0.0311666 | val_loss: 0.0311775 | Time: 10057.1 ms [2022-04-11 00:26:36 main:574] : INFO : Epoch 1924 | loss: 0.031163 | val_loss: 0.0311782 | Time: 10459.1 ms [2022-04-11 00:26:46 main:574] : INFO : Epoch 1925 | loss: 0.0311608 | val_loss: 0.0311793 | Time: 9534.29 ms [2022-04-11 00:26:56 main:574] : INFO : Epoch 1926 | loss: 0.0311628 | val_loss: 0.0311803 | Time: 10433 ms [2022-04-11 00:27:06 main:574] : INFO : Epoch 1927 | loss: 0.0311631 | val_loss: 0.0311779 | Time: 9691.6 ms [2022-04-11 00:27:17 main:574] : INFO : Epoch 1928 | loss: 0.0311618 | val_loss: 0.0311787 | Time: 10959.9 ms [2022-04-11 00:27:26 main:574] : INFO : Epoch 1929 | loss: 0.0311597 | val_loss: 0.0311761 | Time: 9636.34 ms [2022-04-11 00:27:37 main:574] : INFO : Epoch 1930 | loss: 0.0311594 | val_loss: 0.0311794 | Time: 10498.1 ms [2022-04-11 00:27:47 main:574] : INFO : Epoch 1931 | loss: 0.031159 | val_loss: 0.0311838 | Time: 9587.88 ms [2022-04-11 00:27:57 main:574] : INFO : Epoch 1932 | loss: 0.0311591 | val_loss: 0.0311769 | Time: 10709.4 ms [2022-04-11 00:28:07 main:574] : INFO : Epoch 1933 | loss: 0.0311591 | val_loss: 0.0311785 | Time: 10006 ms [2022-04-11 00:28:17 main:574] : INFO : Epoch 1934 | loss: 0.0311621 | val_loss: 0.031182 | Time: 10074.9 ms [2022-04-11 00:28:27 main:574] : INFO : Epoch 1935 | loss: 0.0311653 | val_loss: 0.0311801 | Time: 9959.1 ms [2022-04-11 00:28:38 main:574] : INFO : Epoch 1936 | loss: 0.031163 | val_loss: 0.0311773 | Time: 10252.5 ms [2022-04-11 00:28:47 main:574] : INFO : Epoch 1937 | loss: 0.0311625 | val_loss: 0.0311754 | Time: 9357.3 ms [2022-04-11 00:28:57 main:574] : INFO : Epoch 1938 | loss: 0.0311609 | val_loss: 0.0311746 | Time: 10178.7 ms [2022-04-11 00:29:07 main:574] : INFO : Epoch 1939 | loss: 0.0311624 | val_loss: 0.0311969 | Time: 9418.76 ms [2022-04-11 00:29:16 main:574] : INFO : Epoch 1940 | loss: 0.0311628 | val_loss: 0.031178 | Time: 9453.06 ms [2022-04-11 00:29:26 main:574] : INFO : Epoch 1941 | loss: 0.0311662 | val_loss: 0.031176 | Time: 9754.55 ms [2022-04-11 00:29:37 main:574] : INFO : Epoch 1942 | loss: 0.0311644 | val_loss: 0.0311737 | Time: 10868.4 ms [2022-04-11 00:29:47 main:574] : INFO : Epoch 1943 | loss: 0.0311651 | val_loss: 0.0311722 | Time: 10014.2 ms [2022-04-11 00:29:57 main:574] : INFO : Epoch 1944 | loss: 0.0311689 | val_loss: 0.0311836 | Time: 9935.47 ms [2022-04-11 00:30:07 main:574] : INFO : Epoch 1945 | loss: 0.0311688 | val_loss: 0.0311735 | Time: 10285.3 ms [2022-04-11 00:30:17 main:574] : INFO : Epoch 1946 | loss: 0.0311651 | val_loss: 0.0311718 | Time: 10183.8 ms [2022-04-11 00:30:28 main:574] : INFO : Epoch 1947 | loss: 0.0311671 | val_loss: 0.0311757 | Time: 10398.6 ms [2022-04-11 00:30:38 main:574] : INFO : Epoch 1948 | loss: 0.0311656 | val_loss: 0.0311745 | Time: 10547.4 ms [2022-04-11 00:30:48 main:574] : INFO : Epoch 1949 | loss: 0.031163 | val_loss: 0.0311732 | Time: 10245.6 ms [2022-04-11 00:30:59 main:574] : INFO : Epoch 1950 | loss: 0.0311639 | val_loss: 0.031174 | Time: 10381.9 ms [2022-04-11 00:31:09 main:574] : INFO : Epoch 1951 | loss: 0.0311642 | val_loss: 0.031177 | Time: 9935.25 ms [2022-04-11 00:31:18 main:574] : INFO : Epoch 1952 | loss: 0.0311658 | val_loss: 0.0311743 | Time: 9420.98 ms [2022-04-11 00:31:28 main:574] : INFO : Epoch 1953 | loss: 0.0311639 | val_loss: 0.0311731 | Time: 9748.19 ms [2022-04-11 00:31:41 main:574] : INFO : Epoch 1954 | loss: 0.0311635 | val_loss: 0.031176 | Time: 13554.9 ms [2022-04-11 00:31:51 main:574] : INFO : Epoch 1955 | loss: 0.0311618 | val_loss: 0.0311733 | Time: 9623.46 ms [2022-04-11 00:32:02 main:574] : INFO : Epoch 1956 | loss: 0.0311642 | val_loss: 0.0311729 | Time: 10811.3 ms [2022-04-11 00:32:11 main:574] : INFO : Epoch 1957 | loss: 0.0311647 | val_loss: 0.0311755 | Time: 9324.64 ms [2022-04-11 00:32:21 main:574] : INFO : Epoch 1958 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 9723.93 ms [2022-04-11 00:32:31 main:574] : INFO : Epoch 1959 | loss: 0.0311624 | val_loss: 0.0311716 | Time: 9651.83 ms [2022-04-11 00:32:43 main:574] : INFO : Epoch 1960 | loss: 0.0311606 | val_loss: 0.0311725 | Time: 12141.2 ms [2022-04-11 00:32:53 main:574] : INFO : Epoch 1961 | loss: 0.0311577 | val_loss: 0.0311732 | Time: 10503.7 ms [2022-04-11 00:33:03 main:574] : INFO : Epoch 1962 | loss: 0.0311591 | val_loss: 0.031174 | Time: 9891.42 ms [2022-04-11 00:33:14 main:574] : INFO : Epoch 1963 | loss: 0.0311598 | val_loss: 0.0311731 | Time: 10353 ms [2022-04-11 00:33:23 main:574] : INFO : Epoch 1964 | loss: 0.0311593 | val_loss: 0.0311783 | Time: 9380.78 ms [2022-04-11 00:33:33 main:574] : INFO : Epoch 1965 | loss: 0.0311604 | val_loss: 0.0311711 | Time: 10061.3 ms [2022-04-11 00:33:43 main:574] : INFO : Epoch 1966 | loss: 0.0311598 | val_loss: 0.0311717 | Time: 10370.1 ms [2022-04-11 00:33:53 main:574] : INFO : Epoch 1967 | loss: 0.0311637 | val_loss: 0.0311727 | Time: 10122.3 ms [2022-04-11 00:34:04 main:574] : INFO : Epoch 1968 | loss: 0.0311614 | val_loss: 0.0311717 | Time: 10751.3 ms [2022-04-11 00:34:14 main:574] : INFO : Epoch 1969 | loss: 0.0311597 | val_loss: 0.0311717 | Time: 10069.2 ms [2022-04-11 00:34:24 main:574] : INFO : Epoch 1970 | loss: 0.0311608 | val_loss: 0.0311713 | Time: 9165.68 ms [2022-04-11 00:34:34 main:574] : INFO : Epoch 1971 | loss: 0.0311603 | val_loss: 0.0311729 | Time: 10856 ms [2022-04-11 00:34:45 main:574] : INFO : Epoch 1972 | loss: 0.0311611 | val_loss: 0.0311706 | Time: 10415.8 ms [2022-04-11 00:34:55 main:574] : INFO : Epoch 1973 | loss: 0.0311611 | val_loss: 0.03117 | Time: 9909.97 ms [2022-04-11 00:35:06 main:574] : INFO : Epoch 1974 | loss: 0.0311592 | val_loss: 0.0311701 | Time: 10668.7 ms [2022-04-11 00:35:19 main:574] : INFO : Epoch 1975 | loss: 0.0311584 | val_loss: 0.0311704 | Time: 13109 ms [2022-04-11 00:35:28 main:574] : INFO : Epoch 1976 | loss: 0.0311585 | val_loss: 0.0311745 | Time: 9760.36 ms [2022-04-11 00:35:39 main:574] : INFO : Epoch 1977 | loss: 0.0311605 | val_loss: 0.0311789 | Time: 10300.5 ms [2022-04-11 00:35:50 main:574] : INFO : Epoch 1978 | loss: 0.0311627 | val_loss: 0.0311696 | Time: 11528.3 ms [2022-04-11 00:36:02 main:574] : INFO : Epoch 1979 | loss: 0.0311579 | val_loss: 0.031175 | Time: 11518.4 ms [2022-04-11 00:36:16 main:574] : INFO : Epoch 1980 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 14624.1 ms [2022-04-11 00:36:27 main:574] : INFO : Epoch 1981 | loss: 0.0311569 | val_loss: 0.0311703 | Time: 11069.5 ms [2022-04-11 00:36:39 main:574] : INFO : Epoch 1982 | loss: 0.0311581 | val_loss: 0.0311687 | Time: 11370 ms [2022-04-11 00:36:49 main:574] : INFO : Epoch 1983 | loss: 0.0311585 | val_loss: 0.0311756 | Time: 10113.7 ms [2022-04-11 00:36:59 main:574] : INFO : Epoch 1984 | loss: 0.0311634 | val_loss: 0.0311711 | Time: 10170.4 ms [2022-04-11 00:37:10 main:574] : INFO : Epoch 1985 | loss: 0.0311594 | val_loss: 0.0311749 | Time: 10419 ms [2022-04-11 00:37:19 main:574] : INFO : Epoch 1986 | loss: 0.0311571 | val_loss: 0.0311714 | Time: 9706.86 ms [2022-04-11 00:37:30 main:574] : INFO : Epoch 1987 | loss: 0.031156 | val_loss: 0.0311709 | Time: 10416.6 ms [2022-04-11 00:37:41 main:574] : INFO : Epoch 1988 | loss: 0.0311565 | val_loss: 0.0311728 | Time: 10773.2 ms [2022-04-11 00:37:51 main:574] : INFO : Epoch 1989 | loss: 0.0311578 | val_loss: 0.0311715 | Time: 10476.8 ms [2022-04-11 00:38:01 main:574] : INFO : Epoch 1990 | loss: 0.0311579 | val_loss: 0.0311696 | Time: 9936.25 ms [2022-04-11 00:38:11 main:574] : INFO : Epoch 1991 | loss: 0.0311577 | val_loss: 0.0311774 | Time: 10456.4 ms [2022-04-11 00:38:21 main:574] : INFO : Epoch 1992 | loss: 0.0311592 | val_loss: 0.0311715 | Time: 10038.7 ms [2022-04-11 00:38:31 main:574] : INFO : Epoch 1993 | loss: 0.0311574 | val_loss: 0.0311728 | Time: 9607.12 ms [2022-04-11 00:38:43 main:574] : INFO : Epoch 1994 | loss: 0.0311561 | val_loss: 0.031172 | Time: 12387.3 ms [2022-04-11 00:38:54 main:574] : INFO : Epoch 1995 | loss: 0.0311565 | val_loss: 0.031172 | Time: 10281.3 ms [2022-04-11 00:39:03 main:574] : INFO : Epoch 1996 | loss: 0.031157 | val_loss: 0.0311743 | Time: 9476.36 ms [2022-04-11 00:39:13 main:574] : INFO : Epoch 1997 | loss: 0.0311588 | val_loss: 0.0311757 | Time: 9847.99 ms [2022-04-11 00:39:23 main:574] : INFO : Epoch 1998 | loss: 0.0311585 | val_loss: 0.0311722 | Time: 10312.7 ms [2022-04-11 00:39:33 main:574] : INFO : Epoch 1999 | loss: 0.0311606 | val_loss: 0.0311802 | Time: 9363.89 ms [2022-04-11 00:39:43 main:574] : INFO : Epoch 2000 | loss: 0.0311608 | val_loss: 0.0311756 | Time: 10461.9 ms [2022-04-11 00:39:54 main:574] : INFO : Epoch 2001 | loss: 0.0311555 | val_loss: 0.031171 | Time: 10407.3 ms [2022-04-11 00:40:04 main:574] : INFO : Epoch 2002 | loss: 0.0311564 | val_loss: 0.0311719 | Time: 9893.18 ms [2022-04-11 00:40:13 main:574] : INFO : Epoch 2003 | loss: 0.0311558 | val_loss: 0.0311744 | Time: 9613.09 ms [2022-04-11 00:40:24 main:574] : INFO : Epoch 2004 | loss: 0.031155 | val_loss: 0.0311759 | Time: 10372.5 ms [2022-04-11 00:40:34 main:574] : INFO : Epoch 2005 | loss: 0.0311585 | val_loss: 0.0311752 | Time: 10573.8 ms [2022-04-11 00:40:44 main:574] : INFO : Epoch 2006 | loss: 0.0311609 | val_loss: 0.0311733 | Time: 10127.7 ms [2022-04-11 00:40:54 main:574] : INFO : Epoch 2007 | loss: 0.0311606 | val_loss: 0.0311726 | Time: 9727.02 ms [2022-04-11 00:41:04 main:574] : INFO : Epoch 2008 | loss: 0.0311592 | val_loss: 0.031178 | Time: 10032.6 ms [2022-04-11 00:41:15 main:574] : INFO : Epoch 2009 | loss: 0.031162 | val_loss: 0.0311813 | Time: 10445.2 ms [2022-04-11 00:41:24 main:574] : INFO : Epoch 2010 | loss: 0.0311609 | val_loss: 0.0311741 | Time: 9491.84 ms [2022-04-11 00:41:36 main:574] : INFO : Epoch 2011 | loss: 0.0311637 | val_loss: 0.0311773 | Time: 11563.2 ms [2022-04-11 00:41:45 main:574] : INFO : Epoch 2012 | loss: 0.0311609 | val_loss: 0.0311735 | Time: 9749.52 ms [2022-04-11 00:41:56 main:574] : INFO : Epoch 2013 | loss: 0.031162 | val_loss: 0.0311753 | Time: 10344.7 ms [2022-04-11 00:42:06 main:574] : INFO : Epoch 2014 | loss: 0.0311608 | val_loss: 0.0311773 | Time: 10677.5 ms [2022-04-11 00:42:16 main:574] : INFO : Epoch 2015 | loss: 0.0311594 | val_loss: 0.0311751 | Time: 9862.19 ms [2022-04-11 00:42:27 main:574] : INFO : Epoch 2016 | loss: 0.0311604 | val_loss: 0.0311735 | Time: 10533 ms [2022-04-11 00:42:37 main:574] : INFO : Epoch 2017 | loss: 0.0311616 | val_loss: 0.0311724 | Time: 10472.7 ms [2022-04-11 00:42:48 main:574] : INFO : Epoch 2018 | loss: 0.0311606 | val_loss: 0.0311759 | Time: 10467.3 ms [2022-04-11 00:42:59 main:574] : INFO : Epoch 2019 | loss: 0.0311614 | val_loss: 0.0311698 | Time: 11094.4 ms [2022-04-11 00:43:10 main:574] : INFO : Epoch 2020 | loss: 0.0311589 | val_loss: 0.0311691 | Time: 11230.4 ms [2022-04-11 00:43:20 main:574] : INFO : Epoch 2021 | loss: 0.0311612 | val_loss: 0.0311753 | Time: 9696.86 ms [2022-04-11 00:43:30 main:574] : INFO : Epoch 2022 | loss: 0.0311615 | val_loss: 0.0311717 | Time: 9811.67 ms [2022-04-11 00:43:40 main:574] : INFO : Epoch 2023 | loss: 0.0311585 | val_loss: 0.0311697 | Time: 10575.6 ms [2022-04-11 00:43:50 main:574] : INFO : Epoch 2024 | loss: 0.0311589 | val_loss: 0.0311728 | Time: 9684.49 ms [2022-04-11 00:44:00 main:574] : INFO : Epoch 2025 | loss: 0.0311566 | val_loss: 0.0311727 | Time: 9976.69 ms [2022-04-11 00:44:10 main:574] : INFO : Epoch 2026 | loss: 0.0311577 | val_loss: 0.0311715 | Time: 10399 ms [2022-04-11 00:44:20 main:574] : INFO : Epoch 2027 | loss: 0.0311618 | val_loss: 0.0311736 | Time: 9895.52 ms [2022-04-11 00:44:30 main:574] : INFO : Epoch 2028 | loss: 0.0311593 | val_loss: 0.0311804 | Time: 9585.23 ms [2022-04-11 00:44:41 main:574] : INFO : Epoch 2029 | loss: 0.0311626 | val_loss: 0.0311891 | Time: 10854.3 ms [2022-04-11 00:44:51 main:574] : INFO : Epoch 2030 | loss: 0.0311598 | val_loss: 0.0311726 | Time: 9867.61 ms [2022-04-11 00:45:00 main:574] : INFO : Epoch 2031 | loss: 0.0311564 | val_loss: 0.0311715 | Time: 9932.62 ms [2022-04-11 00:45:10 main:574] : INFO : Epoch 2032 | loss: 0.0311572 | val_loss: 0.0311717 | Time: 9284.03 ms [2022-04-11 00:45:20 main:574] : INFO : Epoch 2033 | loss: 0.031157 | val_loss: 0.0311702 | Time: 10079 ms [2022-04-11 00:45:30 main:574] : INFO : Epoch 2034 | loss: 0.0311575 | val_loss: 0.0311713 | Time: 9686.11 ms [2022-04-11 00:45:40 main:574] : INFO : Epoch 2035 | loss: 0.0311584 | val_loss: 0.0311739 | Time: 10901.7 ms [2022-04-11 00:45:50 main:574] : INFO : Epoch 2036 | loss: 0.0311578 | val_loss: 0.0311731 | Time: 9718.88 ms [2022-04-11 00:46:01 main:574] : INFO : Epoch 2037 | loss: 0.0311586 | val_loss: 0.0311742 | Time: 10520.3 ms [2022-04-11 00:46:11 main:574] : INFO : Epoch 2038 | loss: 0.0311586 | val_loss: 0.031171 | Time: 10116 ms [2022-04-11 00:46:21 main:574] : INFO : Epoch 2039 | loss: 0.0311553 | val_loss: 0.0311725 | Time: 9756.36 ms [2022-04-11 00:46:30 main:574] : INFO : Epoch 2040 | loss: 0.0311546 | val_loss: 0.0311736 | Time: 9473.93 ms [2022-04-11 00:46:41 main:574] : INFO : Epoch 2041 | loss: 0.0311579 | val_loss: 0.0311728 | Time: 10704.6 ms [2022-04-11 00:46:50 main:574] : INFO : Epoch 2042 | loss: 0.0311576 | val_loss: 0.031174 | Time: 9263.61 ms [2022-04-11 00:47:00 main:574] : INFO : Epoch 2043 | loss: 0.0311542 | val_loss: 0.0311769 | Time: 10349.6 ms [2022-04-11 00:47:10 main:574] : INFO : Epoch 2044 | loss: 0.0311536 | val_loss: 0.0311736 | Time: 9561.74 ms [2022-04-11 00:47:20 main:574] : INFO : Epoch 2045 | loss: 0.0311553 | val_loss: 0.0311729 | Time: 9851.72 ms [2022-04-11 00:47:29 main:574] : INFO : Epoch 2046 | loss: 0.031154 | val_loss: 0.0311807 | Time: 9424.16 ms [2022-04-11 00:47:40 main:574] : INFO : Epoch 2047 | loss: 0.031158 | val_loss: 0.0311758 | Time: 10734.5 ms [2022-04-11 00:47:49 main:574] : INFO : Epoch 2048 | loss: 0.0311583 | val_loss: 0.0311733 | Time: 9160.9 ms [2022-04-11 00:47:49 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311733 [2022-04-11 00:47:49 main:603] : INFO : Saving end state to config to file [2022-04-11 00:47:49 main:608] : INFO : Success, exiting.. 00:47:49 (18164): 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)