Task 11178045
| Name | ParityModified-1638636549-23339-2-0_1 |
| Workunit | 7913445 |
| Created | 30 Jan 2022, 13:13:14 UTC |
| Sent | 30 Jan 2022, 16:30:30 UTC |
| Report deadline | 7 Feb 2022, 16:30:30 UTC |
| Received | 1 Feb 2022, 10:29:51 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 17991 |
| Run time | 4 hours 55 min 1 sec |
| CPU time | 4 hours 33 min 35 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 4,458.53 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 2.09 GB |
| Peak swap size | 4.32 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.20</core_client_version> <![CDATA[ <stderr_txt> INFO : Epoch 1542 | loss: 0.0311664 | val_loss: 0.031175 | Time: 7047.5 ms [2022-02-01 02:33:15 main:574] : INFO : Epoch 1543 | loss: 0.0311662 | val_loss: 0.0311746 | Time: 7041.78 ms [2022-02-01 02:33:22 main:574] : INFO : Epoch 1544 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 7009.33 ms [2022-02-01 02:33:29 main:574] : INFO : Epoch 1545 | loss: 0.0311676 | val_loss: 0.0311751 | Time: 7031.63 ms [2022-02-01 02:33:36 main:574] : INFO : Epoch 1546 | loss: 0.0311678 | val_loss: 0.0311734 | Time: 7214.12 ms [2022-02-01 02:33:44 main:574] : INFO : Epoch 1547 | loss: 0.0311684 | val_loss: 0.0311752 | Time: 7349.78 ms [2022-02-01 02:33:51 main:574] : INFO : Epoch 1548 | loss: 0.0311673 | val_loss: 0.0311746 | Time: 7085.6 ms [2022-02-01 02:33:58 main:574] : INFO : Epoch 1549 | loss: 0.0311668 | val_loss: 0.0311749 | Time: 7052.43 ms [2022-02-01 02:34:05 main:574] : INFO : Epoch 1550 | loss: 0.0311689 | val_loss: 0.031175 | Time: 7113.89 ms [2022-02-01 02:34:11 main:574] : INFO : Epoch 1551 | loss: 0.0311694 | val_loss: 0.0311755 | Time: 6444.72 ms [2022-02-01 02:34:18 main:574] : INFO : Epoch 1552 | loss: 0.0311687 | val_loss: 0.031173 | Time: 7003.69 ms [2022-02-01 02:34:26 main:574] : INFO : Epoch 1553 | loss: 0.0311685 | val_loss: 0.0311749 | Time: 7202.45 ms [2022-02-01 02:34:32 main:574] : INFO : Epoch 1554 | loss: 0.0311731 | val_loss: 0.0311781 | Time: 6713.19 ms [2022-02-01 02:34:39 main:574] : INFO : Epoch 1555 | loss: 0.0311735 | val_loss: 0.031174 | Time: 6970.64 ms [2022-02-01 02:34:46 main:574] : INFO : Epoch 1556 | loss: 0.0311714 | val_loss: 0.0311729 | Time: 6854.02 ms [2022-02-01 02:34:53 main:574] : INFO : Epoch 1557 | loss: 0.0311704 | val_loss: 0.0311714 | Time: 6941.55 ms [2022-02-01 02:35:00 main:574] : INFO : Epoch 1558 | loss: 0.0311697 | val_loss: 0.0311736 | Time: 7047.8 ms [2022-02-01 02:35:07 main:574] : INFO : Epoch 1559 | loss: 0.0311699 | val_loss: 0.0311728 | Time: 6994.22 ms [2022-02-01 02:35:14 main:574] : INFO : Epoch 1560 | loss: 0.0311685 | val_loss: 0.0311741 | Time: 6577.08 ms [2022-02-01 02:35:21 main:574] : INFO : Epoch 1561 | loss: 0.0311683 | val_loss: 0.031173 | Time: 7014.87 ms [2022-02-01 02:35:28 main:574] : INFO : Epoch 1562 | loss: 0.0311685 | val_loss: 0.0311734 | Time: 7024.17 ms [2022-02-01 02:35:34 main:574] : INFO : Epoch 1563 | loss: 0.0311671 | val_loss: 0.0311727 | Time: 6459.06 ms [2022-02-01 02:35:41 main:574] : INFO : Epoch 1564 | loss: 0.0311672 | val_loss: 0.0311726 | Time: 7000.29 ms [2022-02-01 02:35:48 main:574] : INFO : Epoch 1565 | loss: 0.031167 | val_loss: 0.0311735 | Time: 7107.4 ms [2022-02-01 02:35:55 main:574] : INFO : Epoch 1566 | loss: 0.0311666 | val_loss: 0.0311729 | Time: 6855.4 ms [2022-02-01 02:36:03 main:574] : INFO : Epoch 1567 | loss: 0.031167 | val_loss: 0.0311746 | Time: 7314.78 ms [2022-02-01 02:36:10 main:574] : INFO : Epoch 1568 | loss: 0.0311665 | val_loss: 0.0311724 | Time: 7124.26 ms [2022-02-01 02:36:18 main:574] : INFO : Epoch 1569 | loss: 0.0311659 | val_loss: 0.0311731 | Time: 7762.76 ms [2022-02-01 02:36:25 main:574] : INFO : Epoch 1570 | loss: 0.0311668 | val_loss: 0.0311723 | Time: 7622.95 ms [2022-02-01 02:36:33 main:574] : INFO : Epoch 1571 | loss: 0.0311653 | val_loss: 0.0311732 | Time: 7254.49 ms [2022-02-01 02:36:41 main:574] : INFO : Epoch 1572 | loss: 0.0311657 | val_loss: 0.0311757 | Time: 8019.39 ms [2022-02-01 02:36:48 main:574] : INFO : Epoch 1573 | loss: 0.0311673 | val_loss: 0.0311721 | Time: 7553.7 ms [2022-02-01 02:36:56 main:574] : INFO : Epoch 1574 | loss: 0.031167 | val_loss: 0.0311726 | Time: 7358.17 ms [2022-02-01 02:37:03 main:574] : INFO : Epoch 1575 | loss: 0.0311672 | val_loss: 0.0311734 | Time: 7792.68 ms [2022-02-01 02:37:11 main:574] : INFO : Epoch 1576 | loss: 0.0311672 | val_loss: 0.0311731 | Time: 7406.61 ms [2022-02-01 02:37:18 main:574] : INFO : Epoch 1577 | loss: 0.0311654 | val_loss: 0.0311722 | Time: 7633.16 ms [2022-02-01 02:37:26 main:574] : INFO : Epoch 1578 | loss: 0.0311647 | val_loss: 0.0311721 | Time: 7659.81 ms [2022-02-01 02:37:34 main:574] : INFO : Epoch 1579 | loss: 0.031164 | val_loss: 0.0311729 | Time: 7511.18 ms [2022-02-01 02:37:42 main:574] : INFO : Epoch 1580 | loss: 0.0311646 | val_loss: 0.0311736 | Time: 7816.01 ms [2022-02-01 02:37:49 main:574] : INFO : Epoch 1581 | loss: 0.0311649 | val_loss: 0.0311712 | Time: 7514.42 ms [2022-02-01 02:37:57 main:574] : INFO : Epoch 1582 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 7444.74 ms [2022-02-01 02:38:04 main:574] : INFO : Epoch 1583 | loss: 0.0311639 | val_loss: 0.0311726 | Time: 7602.88 ms [2022-02-01 02:38:11 main:574] : INFO : Epoch 1584 | loss: 0.0311642 | val_loss: 0.0311711 | Time: 7305.41 ms [2022-02-01 02:38:19 main:574] : INFO : Epoch 1585 | loss: 0.0311656 | val_loss: 0.031173 | Time: 7647.3 ms [2022-02-01 02:38:27 main:574] : INFO : Epoch 1586 | loss: 0.0311655 | val_loss: 0.0311742 | Time: 7659.04 ms [2022-02-01 02:38:34 main:574] : INFO : Epoch 1587 | loss: 0.0311654 | val_loss: 0.0311717 | Time: 7680.42 ms [2022-02-01 02:38:42 main:574] : INFO : Epoch 1588 | loss: 0.0311639 | val_loss: 0.0311705 | Time: 7778.52 ms [2022-02-01 02:38:50 main:574] : INFO : Epoch 1589 | loss: 0.0311636 | val_loss: 0.0311749 | Time: 7592.93 ms [2022-02-01 02:38:57 main:574] : INFO : Epoch 1590 | loss: 0.0311643 | val_loss: 0.0311738 | Time: 7505.13 ms [2022-02-01 02:39:05 main:574] : INFO : Epoch 1591 | loss: 0.0311646 | val_loss: 0.0311727 | Time: 7596.35 ms [2022-02-01 02:39:12 main:574] : INFO : Epoch 1592 | loss: 0.0311634 | val_loss: 0.0311712 | Time: 7354.46 ms [2022-02-01 02:39:20 main:574] : INFO : Epoch 1593 | loss: 0.0311629 | val_loss: 0.031173 | Time: 7814.23 ms [2022-02-01 02:39:27 main:574] : INFO : Epoch 1594 | loss: 0.0311637 | val_loss: 0.0311734 | Time: 7232.9 ms [2022-02-01 02:39:35 main:574] : INFO : Epoch 1595 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 7321.08 ms [2022-02-01 02:39:43 main:574] : INFO : Epoch 1596 | loss: 0.0311639 | val_loss: 0.0311713 | Time: 7866.4 ms [2022-02-01 02:39:50 main:574] : INFO : Epoch 1597 | loss: 0.0311651 | val_loss: 0.0311715 | Time: 7458.96 ms [2022-02-01 02:39:58 main:574] : INFO : Epoch 1598 | loss: 0.0311671 | val_loss: 0.0311723 | Time: 7807.27 ms [2022-02-01 02:40:06 main:574] : INFO : Epoch 1599 | loss: 0.0311657 | val_loss: 0.031172 | Time: 7735.01 ms [2022-02-01 02:40:13 main:574] : INFO : Epoch 1600 | loss: 0.0311649 | val_loss: 0.0311727 | Time: 7619.98 ms [2022-02-01 02:40:21 main:574] : INFO : Epoch 1601 | loss: 0.0311658 | val_loss: 0.031172 | Time: 7674.05 ms [2022-02-01 02:40:29 main:574] : INFO : Epoch 1602 | loss: 0.0311649 | val_loss: 0.0311728 | Time: 7714.3 ms [2022-02-01 02:40:36 main:574] : INFO : Epoch 1603 | loss: 0.0311666 | val_loss: 0.0311728 | Time: 7509.16 ms [2022-02-01 02:40:44 main:574] : INFO : Epoch 1604 | loss: 0.0311709 | val_loss: 0.0311713 | Time: 7820.33 ms [2022-02-01 02:40:51 main:574] : INFO : Epoch 1605 | loss: 0.0311716 | val_loss: 0.0311707 | Time: 7306.62 ms [2022-02-01 02:40:59 main:574] : INFO : Epoch 1606 | loss: 0.031169 | val_loss: 0.0311709 | Time: 7817.78 ms [2022-02-01 02:41:07 main:574] : INFO : Epoch 1607 | loss: 0.0311692 | val_loss: 0.0311707 | Time: 7871.94 ms [2022-02-01 02:41:15 main:574] : INFO : Epoch 1608 | loss: 0.0311693 | val_loss: 0.0311713 | Time: 7372.87 ms [2022-02-01 02:41:22 main:574] : INFO : Epoch 1609 | loss: 0.0311701 | val_loss: 0.0311706 | Time: 7630.71 ms [2022-02-01 02:41:30 main:574] : INFO : Epoch 1610 | loss: 0.0311699 | val_loss: 0.0311698 | Time: 7380.25 ms [2022-02-01 02:41:38 main:574] : INFO : Epoch 1611 | loss: 0.0311695 | val_loss: 0.0311705 | Time: 7945.99 ms [2022-02-01 02:41:45 main:574] : INFO : Epoch 1612 | loss: 0.0311692 | val_loss: 0.0311701 | Time: 7708.94 ms [2022-02-01 02:41:53 main:574] : INFO : Epoch 1613 | loss: 0.0311682 | val_loss: 0.0311692 | Time: 7504.36 ms [2022-02-01 02:42:01 main:574] : INFO : Epoch 1614 | loss: 0.0311672 | val_loss: 0.0311694 | Time: 7737.57 ms [2022-02-01 02:42:08 main:574] : INFO : Epoch 1615 | loss: 0.0311672 | val_loss: 0.0311692 | Time: 7774.6 ms [2022-02-01 02:42:16 main:574] : INFO : Epoch 1616 | loss: 0.0311673 | val_loss: 0.0311692 | Time: 7630.95 ms [2022-02-01 02:42:23 main:574] : INFO : Epoch 1617 | loss: 0.0311662 | val_loss: 0.031173 | Time: 7218.54 ms [2022-02-01 02:42:31 main:574] : INFO : Epoch 1618 | loss: 0.0311682 | val_loss: 0.0311739 | Time: 7727.34 ms [2022-02-01 02:42:39 main:574] : INFO : Epoch 1619 | loss: 0.0311682 | val_loss: 0.0311693 | Time: 7722.46 ms [2022-02-01 02:42:46 main:574] : INFO : Epoch 1620 | loss: 0.0311668 | val_loss: 0.0311705 | Time: 7678.49 ms [2022-02-01 02:42:54 main:574] : INFO : Epoch 1621 | loss: 0.0311653 | val_loss: 0.0311686 | Time: 7403.07 ms [2022-02-01 02:43:02 main:574] : INFO : Epoch 1622 | loss: 0.0311642 | val_loss: 0.0311695 | Time: 7803.38 ms [2022-02-01 02:43:09 main:574] : INFO : Epoch 1623 | loss: 0.0311646 | val_loss: 0.0311714 | Time: 7326.4 ms [2022-02-01 02:43:16 main:574] : INFO : Epoch 1624 | loss: 0.0311696 | val_loss: 0.0311702 | Time: 7051.43 ms [2022-02-01 02:43:23 main:574] : INFO : Epoch 1625 | loss: 0.0311688 | val_loss: 0.0311663 | Time: 6928.03 ms [2022-02-01 02:43:30 main:574] : INFO : Epoch 1626 | loss: 0.0311665 | val_loss: 0.0311675 | Time: 6805.48 ms [2022-02-01 02:43:37 main:574] : INFO : Epoch 1627 | loss: 0.0311665 | val_loss: 0.0311663 | Time: 7335.91 ms [2022-02-01 02:43:44 main:574] : INFO : Epoch 1628 | loss: 0.0311656 | val_loss: 0.031166 | Time: 7088.68 ms [2022-02-01 02:43:51 main:574] : INFO : Epoch 1629 | loss: 0.0311649 | val_loss: 0.0311667 | Time: 6875.18 ms [2022-02-01 02:43:58 main:574] : INFO : Epoch 1630 | loss: 0.0311649 | val_loss: 0.0311672 | Time: 7123.99 ms [2022-02-01 02:44:05 main:574] : INFO : Epoch 1631 | loss: 0.0311639 | val_loss: 0.031167 | Time: 7240.58 ms [2022-02-01 02:44:12 main:574] : INFO : Epoch 1632 | loss: 0.031164 | val_loss: 0.0311664 | Time: 6963.74 ms [2022-02-01 02:44:20 main:574] : INFO : Epoch 1633 | loss: 0.0311667 | val_loss: 0.031169 | Time: 7109.09 ms [2022-02-01 02:44:26 main:574] : INFO : Epoch 1634 | loss: 0.0311687 | val_loss: 0.031169 | Time: 6927.01 ms [2022-02-01 02:44:33 main:574] : INFO : Epoch 1635 | loss: 0.0311687 | val_loss: 0.0311711 | Time: 6763.08 ms [2022-02-01 02:44:40 main:574] : INFO : Epoch 1636 | loss: 0.0311695 | val_loss: 0.031172 | Time: 7188.74 ms [2022-02-01 02:44:48 main:574] : INFO : Epoch 1637 | loss: 0.0311683 | val_loss: 0.0311709 | Time: 7174.03 ms [2022-02-01 02:44:55 main:574] : INFO : Epoch 1638 | loss: 0.031169 | val_loss: 0.0311692 | Time: 6947.13 ms [2022-02-01 02:45:02 main:574] : INFO : Epoch 1639 | loss: 0.0311681 | val_loss: 0.0311698 | Time: 7205.78 ms [2022-02-01 02:45:09 main:574] : INFO : Epoch 1640 | loss: 0.0311676 | val_loss: 0.0311682 | Time: 6731.36 ms [2022-02-01 02:45:15 main:574] : INFO : Epoch 1641 | loss: 0.0311672 | val_loss: 0.0311724 | Time: 6621.24 ms [2022-02-01 02:45:22 main:574] : INFO : Epoch 1642 | loss: 0.0311698 | val_loss: 0.0311727 | Time: 7032.01 ms [2022-02-01 02:45:29 main:574] : INFO : Epoch 1643 | loss: 0.0311685 | val_loss: 0.0311711 | Time: 6875.89 ms [2022-02-01 02:45:36 main:574] : INFO : Epoch 1644 | loss: 0.0311678 | val_loss: 0.0311732 | Time: 7120.95 ms [2022-02-01 02:45:43 main:574] : INFO : Epoch 1645 | loss: 0.0311669 | val_loss: 0.0311702 | Time: 7005.04 ms [2022-02-01 02:45:50 main:574] : INFO : Epoch 1646 | loss: 0.0311678 | val_loss: 0.0311731 | Time: 6829.9 ms [2022-02-01 02:45:57 main:574] : INFO : Epoch 1647 | loss: 0.0311662 | val_loss: 0.0311707 | Time: 6886.51 ms [2022-02-01 02:46:04 main:574] : INFO : Epoch 1648 | loss: 0.031169 | val_loss: 0.0311765 | Time: 7095.38 ms [2022-02-01 02:46:10 main:574] : INFO : Epoch 1649 | loss: 0.0311664 | val_loss: 0.0311716 | Time: 6284.6 ms [2022-02-01 02:46:17 main:574] : INFO : Epoch 1650 | loss: 0.0311679 | val_loss: 0.0311699 | Time: 6705.59 ms [2022-02-01 02:46:24 main:574] : INFO : Epoch 1651 | loss: 0.0311673 | val_loss: 0.0311683 | Time: 6487.17 ms [2022-02-01 02:46:30 main:574] : INFO : Epoch 1652 | loss: 0.0311658 | val_loss: 0.0311723 | Time: 6270.86 ms [2022-02-01 02:46:36 main:574] : INFO : Epoch 1653 | loss: 0.031166 | val_loss: 0.0311706 | Time: 6194.66 ms [2022-02-01 02:46:42 main:574] : INFO : Epoch 1654 | loss: 0.0311636 | val_loss: 0.031168 | Time: 6245.1 ms [2022-02-01 02:46:49 main:574] : INFO : Epoch 1655 | loss: 0.031167 | val_loss: 0.0311691 | Time: 6438.16 ms [2022-02-01 02:46:55 main:574] : INFO : Epoch 1656 | loss: 0.0311688 | val_loss: 0.0311731 | Time: 6376.45 ms [2022-02-01 02:47:02 main:574] : INFO : Epoch 1657 | loss: 0.0311691 | val_loss: 0.0311727 | Time: 6651.78 ms [2022-02-01 02:47:09 main:574] : INFO : Epoch 1658 | loss: 0.0311678 | val_loss: 0.0311702 | Time: 6690.43 ms [2022-02-01 02:47:15 main:574] : INFO : Epoch 1659 | loss: 0.0311671 | val_loss: 0.0311704 | Time: 6394.34 ms [2022-02-01 02:47:22 main:574] : INFO : Epoch 1660 | loss: 0.0311663 | val_loss: 0.0311702 | Time: 6544.42 ms [2022-02-01 02:47:28 main:574] : INFO : Epoch 1661 | loss: 0.031167 | val_loss: 0.0311692 | Time: 6712.89 ms [2022-02-01 02:47:35 main:574] : INFO : Epoch 1662 | loss: 0.0311647 | val_loss: 0.0311694 | Time: 6389.16 ms [2022-02-01 02:47:41 main:574] : INFO : Epoch 1663 | loss: 0.0311653 | val_loss: 0.031174 | Time: 6684.43 ms [2022-02-01 02:47:48 main:574] : INFO : Epoch 1664 | loss: 0.0311638 | val_loss: 0.0311733 | Time: 6858.5 ms [2022-02-01 02:47:55 main:574] : INFO : Epoch 1665 | loss: 0.0311645 | val_loss: 0.0311742 | Time: 6653.53 ms [2022-02-01 02:48:02 main:574] : INFO : Epoch 1666 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 6780.83 ms [2022-02-01 02:48:08 main:574] : INFO : Epoch 1667 | loss: 0.0311632 | val_loss: 0.0311728 | Time: 6710.26 ms [2022-02-01 02:48:15 main:574] : INFO : Epoch 1668 | loss: 0.0311616 | val_loss: 0.0311747 | Time: 6472.52 ms [2022-02-01 02:48:22 main:574] : INFO : Epoch 1669 | loss: 0.031163 | val_loss: 0.0311711 | Time: 6669.52 ms [2022-02-01 02:48:28 main:574] : INFO : Epoch 1670 | loss: 0.0311623 | val_loss: 0.031173 | Time: 6533.96 ms [2022-02-01 02:48:34 main:574] : INFO : Epoch 1671 | loss: 0.0311627 | val_loss: 0.03117 | Time: 6261.14 ms [2022-02-01 02:48:41 main:574] : INFO : Epoch 1672 | loss: 0.0311621 | val_loss: 0.0311702 | Time: 6835.87 ms [2022-02-01 02:48:48 main:574] : INFO : Epoch 1673 | loss: 0.0311635 | val_loss: 0.031174 | Time: 6543.27 ms [2022-02-01 02:48:54 main:574] : INFO : Epoch 1674 | loss: 0.0311608 | val_loss: 0.0311723 | Time: 6056.16 ms [2022-02-01 02:49:00 main:574] : INFO : Epoch 1675 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 6393.43 ms [2022-02-01 02:49:07 main:574] : INFO : Epoch 1676 | loss: 0.0311608 | val_loss: 0.0311679 | Time: 6649.63 ms [2022-02-01 02:49:14 main:574] : INFO : Epoch 1677 | loss: 0.0311604 | val_loss: 0.031169 | Time: 6681.62 ms [2022-02-01 02:49:21 main:574] : INFO : Epoch 1678 | loss: 0.0311602 | val_loss: 0.0311697 | Time: 7074.13 ms [2022-02-01 02:49:28 main:574] : INFO : Epoch 1679 | loss: 0.0311595 | val_loss: 0.0311714 | Time: 7096.67 ms [2022-02-01 02:49:35 main:574] : INFO : Epoch 1680 | loss: 0.0311633 | val_loss: 0.031169 | Time: 6794.09 ms [2022-02-01 02:49:42 main:574] : INFO : Epoch 1681 | loss: 0.0311619 | val_loss: 0.0311734 | Time: 7276.17 ms [2022-02-01 02:49:49 main:574] : INFO : Epoch 1682 | loss: 0.031161 | val_loss: 0.0311704 | Time: 7255.02 ms [2022-02-01 02:49:56 main:574] : INFO : Epoch 1683 | loss: 0.0311614 | val_loss: 0.0311688 | Time: 6964.86 ms [2022-02-01 02:50:03 main:574] : INFO : Epoch 1684 | loss: 0.0311603 | val_loss: 0.0311692 | Time: 7080.12 ms [2022-02-01 02:50:10 main:574] : INFO : Epoch 1685 | loss: 0.0311607 | val_loss: 0.0311705 | Time: 7082.22 ms [2022-02-01 02:50:18 main:574] : INFO : Epoch 1686 | loss: 0.0311594 | val_loss: 0.031173 | Time: 7161.95 ms [2022-02-01 02:50:25 main:574] : INFO : Epoch 1687 | loss: 0.0311602 | val_loss: 0.0311689 | Time: 7207.24 ms [2022-02-01 02:50:32 main:574] : INFO : Epoch 1688 | loss: 0.0311608 | val_loss: 0.0311687 | Time: 6837.76 ms [2022-02-01 02:50:39 main:574] : INFO : Epoch 1689 | loss: 0.0311576 | val_loss: 0.0311703 | Time: 7132.48 ms [2022-02-01 02:50:46 main:574] : INFO : Epoch 1690 | loss: 0.0311578 | val_loss: 0.03117 | Time: 7057.92 ms [2022-02-01 02:50:53 main:574] : INFO : Epoch 1691 | loss: 0.0311585 | val_loss: 0.0311692 | Time: 6974.76 ms [2022-02-01 02:51:00 main:574] : INFO : Epoch 1692 | loss: 0.0311581 | val_loss: 0.03117 | Time: 7189.84 ms [2022-02-01 02:51:07 main:574] : INFO : Epoch 1693 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 7006.64 ms [2022-02-01 02:51:14 main:574] : INFO : Epoch 1694 | loss: 0.0311603 | val_loss: 0.0311714 | Time: 7089.88 ms [2022-02-01 02:51:21 main:574] : INFO : Epoch 1695 | loss: 0.0311627 | val_loss: 0.031173 | Time: 7114.61 ms [2022-02-01 02:51:28 main:574] : INFO : Epoch 1696 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 6874.23 ms [2022-02-01 02:51:35 main:574] : INFO : Epoch 1697 | loss: 0.0311621 | val_loss: 0.0311728 | Time: 7134.38 ms [2022-02-01 02:51:43 main:574] : INFO : Epoch 1698 | loss: 0.0311596 | val_loss: 0.0311734 | Time: 7251.44 ms [2022-02-01 02:51:50 main:574] : INFO : Epoch 1699 | loss: 0.0311607 | val_loss: 0.0311723 | Time: 6973.39 ms [2022-02-01 02:51:57 main:574] : INFO : Epoch 1700 | loss: 0.0311621 | val_loss: 0.0311717 | Time: 7129.79 ms [2022-02-01 02:52:04 main:574] : INFO : Epoch 1701 | loss: 0.031165 | val_loss: 0.0311718 | Time: 7282.23 ms [2022-02-01 02:52:11 main:574] : INFO : Epoch 1702 | loss: 0.031162 | val_loss: 0.0311723 | Time: 6818.03 ms [2022-02-01 02:52:18 main:574] : INFO : Epoch 1703 | loss: 0.0311591 | val_loss: 0.0311722 | Time: 7121.01 ms [2022-02-01 02:52:25 main:574] : INFO : Epoch 1704 | loss: 0.0311603 | val_loss: 0.0311724 | Time: 7065.07 ms [2022-02-01 02:52:32 main:574] : INFO : Epoch 1705 | loss: 0.0311592 | val_loss: 0.0311698 | Time: 6911.29 ms [2022-02-01 02:52:39 main:574] : INFO : Epoch 1706 | loss: 0.0311577 | val_loss: 0.0311732 | Time: 7129.27 ms [2022-02-01 02:52:46 main:574] : INFO : Epoch 1707 | loss: 0.0311598 | val_loss: 0.0311684 | Time: 7004.19 ms [2022-02-01 02:52:53 main:574] : INFO : Epoch 1708 | loss: 0.0311571 | val_loss: 0.0311689 | Time: 7047.62 ms [2022-02-01 02:53:00 main:574] : INFO : Epoch 1709 | loss: 0.0311567 | val_loss: 0.0311723 | Time: 7170.06 ms [2022-02-01 02:53:07 main:574] : INFO : Epoch 1710 | loss: 0.0311578 | val_loss: 0.0311725 | Time: 6977.65 ms [2022-02-01 02:53:14 main:574] : INFO : Epoch 1711 | loss: 0.0311574 | val_loss: 0.0311758 | Time: 6926.92 ms [2022-02-01 02:53:21 main:574] : INFO : Epoch 1712 | loss: 0.0311591 | val_loss: 0.0311719 | Time: 6841.47 ms [2022-02-01 02:53:28 main:574] : INFO : Epoch 1713 | loss: 0.0311588 | val_loss: 0.0311718 | Time: 6928.29 ms [2022-02-01 02:53:35 main:574] : INFO : Epoch 1714 | loss: 0.0311586 | val_loss: 0.0311721 | Time: 6882.76 ms [2022-02-01 02:53:42 main:574] : INFO : Epoch 1715 | loss: 0.0311575 | val_loss: 0.0311735 | Time: 6950.79 ms [2022-02-01 02:53:49 main:574] : INFO : Epoch 1716 | loss: 0.0311587 | val_loss: 0.0311745 | Time: 7067.42 ms [2022-02-01 02:53:56 main:574] : INFO : Epoch 1717 | loss: 0.0311583 | val_loss: 0.031175 | Time: 6991.02 ms [2022-02-01 02:54:03 main:574] : INFO : Epoch 1718 | loss: 0.031158 | val_loss: 0.0311729 | Time: 7198.53 ms [2022-02-01 02:54:10 main:574] : INFO : Epoch 1719 | loss: 0.0311589 | val_loss: 0.0311701 | Time: 6987.05 ms [2022-02-01 02:54:17 main:574] : INFO : Epoch 1720 | loss: 0.031158 | val_loss: 0.0311704 | Time: 7079.67 ms [2022-02-01 02:54:25 main:574] : INFO : Epoch 1721 | loss: 0.031157 | val_loss: 0.031172 | Time: 7239.13 ms [2022-02-01 02:54:32 main:574] : INFO : Epoch 1722 | loss: 0.0311582 | val_loss: 0.0311714 | Time: 6932.08 ms [2022-02-01 02:54:39 main:574] : INFO : Epoch 1723 | loss: 0.0311569 | val_loss: 0.0311698 | Time: 7198.53 ms [2022-02-01 02:54:46 main:574] : INFO : Epoch 1724 | loss: 0.0311583 | val_loss: 0.0311725 | Time: 6998.29 ms [2022-02-01 02:54:53 main:574] : INFO : Epoch 1725 | loss: 0.031157 | val_loss: 0.0311718 | Time: 6794.07 ms [2022-02-01 02:55:00 main:574] : INFO : Epoch 1726 | loss: 0.0311576 | val_loss: 0.0311702 | Time: 6937.27 ms [2022-02-01 02:55:07 main:574] : INFO : Epoch 1727 | loss: 0.0311566 | val_loss: 0.0311717 | Time: 7044.33 ms [2022-02-01 02:55:14 main:574] : INFO : Epoch 1728 | loss: 0.0311569 | val_loss: 0.0311713 | Time: 7188.97 ms [2022-02-01 02:55:21 main:574] : INFO : Epoch 1729 | loss: 0.031157 | val_loss: 0.0311721 | Time: 6946.69 ms [2022-02-01 02:55:28 main:574] : INFO : Epoch 1730 | loss: 0.0311566 | val_loss: 0.0311737 | Time: 7029.57 ms [2022-02-01 02:55:35 main:574] : INFO : Epoch 1731 | loss: 0.0311546 | val_loss: 0.0311737 | Time: 6820.32 ms [2022-02-01 02:55:42 main:574] : INFO : Epoch 1732 | loss: 0.0311557 | val_loss: 0.0311742 | Time: 7078.46 ms [2022-02-01 02:55:49 main:574] : INFO : Epoch 1733 | loss: 0.0311553 | val_loss: 0.0311723 | Time: 6977.99 ms [2022-02-01 02:55:56 main:574] : INFO : Epoch 1734 | loss: 0.0311553 | val_loss: 0.0311747 | Time: 7198.21 ms [2022-02-01 02:56:03 main:574] : INFO : Epoch 1735 | loss: 0.0311573 | val_loss: 0.0311718 | Time: 7081.32 ms [2022-02-01 02:56:10 main:574] : INFO : Epoch 1736 | loss: 0.031159 | val_loss: 0.0311738 | Time: 7042.28 ms [2022-02-01 02:56:17 main:574] : INFO : Epoch 1737 | loss: 0.031158 | val_loss: 0.0311733 | Time: 6992.81 ms [2022-02-01 02:56:24 main:574] : INFO : Epoch 1738 | loss: 0.0311549 | val_loss: 0.0311723 | Time: 6884.83 ms [2022-02-01 02:56:30 main:574] : INFO : Epoch 1739 | loss: 0.0311546 | val_loss: 0.0311727 | Time: 6279.35 ms [2022-02-01 02:56:37 main:574] : INFO : Epoch 1740 | loss: 0.0311564 | val_loss: 0.0311701 | Time: 7020.07 ms [2022-02-01 02:56:44 main:574] : INFO : Epoch 1741 | loss: 0.0311546 | val_loss: 0.0311734 | Time: 7111.92 ms [2022-02-01 02:56:51 main:574] : INFO : Epoch 1742 | loss: 0.0311547 | val_loss: 0.0311708 | Time: 6950.92 ms [2022-02-01 02:56:58 main:574] : INFO : Epoch 1743 | loss: 0.0311541 | val_loss: 0.0311705 | Time: 6952.5 ms [2022-02-01 02:57:05 main:574] : INFO : Epoch 1744 | loss: 0.0311538 | val_loss: 0.0311721 | Time: 6848.74 ms [2022-02-01 02:57:12 main:574] : INFO : Epoch 1745 | loss: 0.0311537 | val_loss: 0.0311732 | Time: 6786.98 ms [2022-02-01 02:57:19 main:574] : INFO : Epoch 1746 | loss: 0.0311542 | val_loss: 0.0311719 | Time: 6958.51 ms [2022-02-01 02:57:26 main:574] : INFO : Epoch 1747 | loss: 0.0311539 | val_loss: 0.0311699 | Time: 6941.17 ms [2022-02-01 02:57:33 main:574] : INFO : Epoch 1748 | loss: 0.0311535 | val_loss: 0.0311722 | Time: 6827.07 ms [2022-02-01 02:57:40 main:574] : INFO : Epoch 1749 | loss: 0.0311536 | val_loss: 0.0311728 | Time: 6968.53 ms [2022-02-01 02:57:47 main:574] : INFO : Epoch 1750 | loss: 0.0311534 | val_loss: 0.0311729 | Time: 7022.36 ms [2022-02-01 02:57:54 main:574] : INFO : Epoch 1751 | loss: 0.0311536 | val_loss: 0.0311732 | Time: 6935.17 ms [2022-02-01 02:58:01 main:574] : INFO : Epoch 1752 | loss: 0.0311556 | val_loss: 0.0311705 | Time: 7043.54 ms [2022-02-01 02:58:08 main:574] : INFO : Epoch 1753 | loss: 0.031158 | val_loss: 0.0311675 | Time: 7032.32 ms [2022-02-01 02:58:15 main:574] : INFO : Epoch 1754 | loss: 0.0311566 | val_loss: 0.0311699 | Time: 6873.32 ms [2022-02-01 02:58:22 main:574] : INFO : Epoch 1755 | loss: 0.0311559 | val_loss: 0.0311706 | Time: 7017.55 ms [2022-02-01 02:58:29 main:574] : INFO : Epoch 1756 | loss: 0.0311579 | val_loss: 0.0311704 | Time: 6984.18 ms [2022-02-01 02:58:36 main:574] : INFO : Epoch 1757 | loss: 0.0311557 | val_loss: 0.0311715 | Time: 7024.34 ms [2022-02-01 02:58:43 main:574] : INFO : Epoch 1758 | loss: 0.0311558 | val_loss: 0.03117 | Time: 7234.22 ms [2022-02-01 02:58:50 main:574] : INFO : Epoch 1759 | loss: 0.0311538 | val_loss: 0.0311681 | Time: 7010.09 ms [2022-02-01 02:58:57 main:574] : INFO : Epoch 1760 | loss: 0.0311539 | val_loss: 0.0311729 | Time: 6852.67 ms [2022-02-01 02:59:04 main:574] : INFO : Epoch 1761 | loss: 0.0311543 | val_loss: 0.0311699 | Time: 7005.97 ms [2022-02-01 02:59:10 main:574] : INFO : Epoch 1762 | loss: 0.0311536 | val_loss: 0.0311691 | Time: 6389.66 ms [2022-02-01 02:59:17 main:574] : INFO : Epoch 1763 | loss: 0.0311521 | val_loss: 0.0311685 | Time: 6782.06 ms [2022-02-01 02:59:24 main:574] : INFO : Epoch 1764 | loss: 0.0311531 | val_loss: 0.0311715 | Time: 6965.99 ms [2022-02-01 02:59:31 main:574] : INFO : Epoch 1765 | loss: 0.0311554 | val_loss: 0.0311747 | Time: 6921.61 ms [2022-02-01 02:59:38 main:574] : INFO : Epoch 1766 | loss: 0.0311573 | val_loss: 0.0311802 | Time: 7105.97 ms [2022-02-01 02:59:46 main:574] : INFO : Epoch 1767 | loss: 0.031159 | val_loss: 0.0311706 | Time: 7332.62 ms [2022-02-01 02:59:52 main:574] : INFO : Epoch 1768 | loss: 0.0311575 | val_loss: 0.031169 | Time: 6890.06 ms [2022-02-01 02:59:59 main:574] : INFO : Epoch 1769 | loss: 0.031156 | val_loss: 0.0311743 | Time: 7037.92 ms [2022-02-01 03:00:07 main:574] : INFO : Epoch 1770 | loss: 0.0311636 | val_loss: 0.0311714 | Time: 7183.11 ms [2022-02-01 03:00:14 main:574] : INFO : Epoch 1771 | loss: 0.0311641 | val_loss: 0.0311743 | Time: 6918.54 ms [2022-02-01 03:00:21 main:574] : INFO : Epoch 1772 | loss: 0.0311623 | val_loss: 0.03117 | Time: 7044.53 ms [2022-02-01 03:00:28 main:574] : INFO : Epoch 1773 | loss: 0.0311612 | val_loss: 0.0311689 | Time: 7126.36 ms [2022-02-01 03:00:35 main:574] : INFO : Epoch 1774 | loss: 0.0311622 | val_loss: 0.0311701 | Time: 6879.36 ms [2022-02-01 03:00:42 main:574] : INFO : Epoch 1775 | loss: 0.0311616 | val_loss: 0.0311728 | Time: 6991.75 ms [2022-02-01 03:00:49 main:574] : INFO : Epoch 1776 | loss: 0.0311592 | val_loss: 0.0311743 | Time: 7072.8 ms [2022-02-01 03:00:56 main:574] : INFO : Epoch 1777 | loss: 0.0311589 | val_loss: 0.0311742 | Time: 6957.61 ms [2022-02-01 03:01:03 main:574] : INFO : Epoch 1778 | loss: 0.0311595 | val_loss: 0.0311721 | Time: 7065.57 ms [2022-02-01 03:01:10 main:574] : INFO : Epoch 1779 | loss: 0.0311596 | val_loss: 0.0311708 | Time: 6906.4 ms [2022-02-01 03:01:17 main:574] : INFO : Epoch 1780 | loss: 0.0311594 | val_loss: 0.0311707 | Time: 6733.12 ms [2022-02-01 03:01:23 main:574] : INFO : Epoch 1781 | loss: 0.0311568 | val_loss: 0.0311734 | Time: 6971.56 ms [2022-02-01 03:01:31 main:574] : INFO : Epoch 1782 | loss: 0.0311588 | val_loss: 0.0311699 | Time: 7029.84 ms [2022-02-01 03:01:38 main:574] : INFO : Epoch 1783 | loss: 0.0311577 | val_loss: 0.0311711 | Time: 7041.27 ms [2022-02-01 03:01:45 main:574] : INFO : Epoch 1784 | loss: 0.031157 | val_loss: 0.0311719 | Time: 7116.35 ms [2022-02-01 03:01:52 main:574] : INFO : Epoch 1785 | loss: 0.0311575 | val_loss: 0.0311721 | Time: 6954.74 ms [2022-02-01 03:01:59 main:574] : INFO : Epoch 1786 | loss: 0.0311611 | val_loss: 0.0311707 | Time: 7098.31 ms [2022-02-01 03:02:06 main:574] : INFO : Epoch 1787 | loss: 0.0311575 | val_loss: 0.0311712 | Time: 7030.09 ms [2022-02-01 03:02:13 main:574] : INFO : Epoch 1788 | loss: 0.0311595 | val_loss: 0.0311702 | Time: 6926.29 ms [2022-02-01 03:02:20 main:574] : INFO : Epoch 1789 | loss: 0.0311578 | val_loss: 0.0311697 | Time: 7028.31 ms [2022-02-01 03:02:27 main:574] : INFO : Epoch 1790 | loss: 0.031157 | val_loss: 0.0311678 | Time: 7147.13 ms [2022-02-01 03:02:34 main:574] : INFO : Epoch 1791 | loss: 0.0311548 | val_loss: 0.0311699 | Time: 6885.15 ms [2022-02-01 03:02:41 main:574] : INFO : Epoch 1792 | loss: 0.0311558 | val_loss: 0.0311689 | Time: 6943.45 ms [2022-02-01 03:02:48 main:574] : INFO : Epoch 1793 | loss: 0.0311546 | val_loss: 0.0311715 | Time: 7082.65 ms [2022-02-01 03:02:55 main:574] : INFO : Epoch 1794 | loss: 0.0311528 | val_loss: 0.0311703 | Time: 7017.53 ms [2022-02-01 03:03:02 main:574] : INFO : Epoch 1795 | loss: 0.0311518 | val_loss: 0.0311698 | Time: 7294.55 ms [2022-02-01 03:03:09 main:574] : INFO : Epoch 1796 | loss: 0.0311554 | val_loss: 0.031172 | Time: 7048.13 ms [2022-02-01 03:03:16 main:574] : INFO : Epoch 1797 | loss: 0.0311535 | val_loss: 0.0311706 | Time: 6906.48 ms [2022-02-01 03:03:23 main:574] : INFO : Epoch 1798 | loss: 0.0311533 | val_loss: 0.03117 | Time: 7075.43 ms [2022-02-01 03:03:30 main:574] : INFO : Epoch 1799 | loss: 0.031154 | val_loss: 0.0311677 | Time: 6984.1 ms [2022-02-01 03:03:37 main:574] : INFO : Epoch 1800 | loss: 0.0311539 | val_loss: 0.0311691 | Time: 6771.97 ms [2022-02-01 03:03:44 main:574] : INFO : Epoch 1801 | loss: 0.0311529 | val_loss: 0.0311705 | Time: 7047.34 ms [2022-02-01 03:03:51 main:574] : INFO : Epoch 1802 | loss: 0.0311554 | val_loss: 0.031174 | Time: 6873.09 ms [2022-02-01 03:03:58 main:574] : INFO : Epoch 1803 | loss: 0.031153 | val_loss: 0.0311705 | Time: 6838.32 ms [2022-02-01 03:04:05 main:574] : INFO : Epoch 1804 | loss: 0.0311521 | val_loss: 0.031168 | Time: 6928.73 ms [2022-02-01 03:04:12 main:574] : INFO : Epoch 1805 | loss: 0.0311563 | val_loss: 0.0311704 | Time: 7059.33 ms [2022-02-01 03:04:19 main:574] : INFO : Epoch 1806 | loss: 0.0311573 | val_loss: 0.0311701 | Time: 7048.7 ms [2022-02-01 03:04:26 main:574] : INFO : Epoch 1807 | loss: 0.0311561 | val_loss: 0.0311701 | Time: 6970.6 ms [2022-02-01 03:04:33 main:574] : INFO : Epoch 1808 | loss: 0.0311562 | val_loss: 0.0311695 | Time: 6847.03 ms [2022-02-01 03:04:40 main:574] : INFO : Epoch 1809 | loss: 0.0311547 | val_loss: 0.0311702 | Time: 7011.98 ms [2022-02-01 03:04:47 main:574] : INFO : Epoch 1810 | loss: 0.0311545 | val_loss: 0.0311687 | Time: 6905.4 ms [2022-02-01 03:04:54 main:574] : INFO : Epoch 1811 | loss: 0.031152 | val_loss: 0.0311695 | Time: 6965.35 ms [2022-02-01 03:05:01 main:574] : INFO : Epoch 1812 | loss: 0.0311513 | val_loss: 0.0311696 | Time: 7243 ms [2022-02-01 03:05:08 main:574] : INFO : Epoch 1813 | loss: 0.0311514 | val_loss: 0.0311756 | Time: 7157.5 ms [2022-02-01 03:05:15 main:574] : INFO : Epoch 1814 | loss: 0.0311515 | val_loss: 0.0311732 | Time: 6774.99 ms [2022-02-01 03:05:22 main:574] : INFO : Epoch 1815 | loss: 0.0311521 | val_loss: 0.0311702 | Time: 6906.7 ms [2022-02-01 03:05:29 main:574] : INFO : Epoch 1816 | loss: 0.0311508 | val_loss: 0.0311686 | Time: 7007.81 ms [2022-02-01 03:05:36 main:574] : INFO : Epoch 1817 | loss: 0.031157 | val_loss: 0.0311729 | Time: 6856.65 ms [2022-02-01 03:05:43 main:574] : INFO : Epoch 1818 | loss: 0.0311535 | val_loss: 0.0311733 | Time: 7152.24 ms [2022-02-01 03:05:50 main:574] : INFO : Epoch 1819 | loss: 0.031154 | val_loss: 0.0311691 | Time: 7114.54 ms [2022-02-01 03:05:57 main:574] : INFO : Epoch 1820 | loss: 0.0311525 | val_loss: 0.0311726 | Time: 6900.6 ms [2022-02-01 03:06:04 main:574] : INFO : Epoch 1821 | loss: 0.0311543 | val_loss: 0.0311706 | Time: 6822.65 ms [2022-02-01 03:06:11 main:574] : INFO : Epoch 1822 | loss: 0.0311536 | val_loss: 0.0311729 | Time: 7199.2 ms [2022-02-01 03:06:18 main:574] : INFO : Epoch 1823 | loss: 0.0311539 | val_loss: 0.0311765 | Time: 6883.89 ms [2022-02-01 03:06:25 main:574] : INFO : Epoch 1824 | loss: 0.0311526 | val_loss: 0.0311816 | Time: 6960.09 ms [2022-02-01 03:06:32 main:574] : INFO : Epoch 1825 | loss: 0.031153 | val_loss: 0.0311716 | Time: 6933.45 ms [2022-02-01 03:06:39 main:574] : INFO : Epoch 1826 | loss: 0.0311513 | val_loss: 0.0311805 | Time: 7113.74 ms [2022-02-01 03:06:46 main:574] : INFO : Epoch 1827 | loss: 0.0311536 | val_loss: 0.03117 | Time: 7125.97 ms [2022-02-01 03:06:53 main:574] : INFO : Epoch 1828 | loss: 0.0311517 | val_loss: 0.0311729 | Time: 6969.64 ms [2022-02-01 03:07:00 main:574] : INFO : Epoch 1829 | loss: 0.0311499 | val_loss: 0.031178 | Time: 7173.08 ms [2022-02-01 03:07:07 main:574] : INFO : Epoch 1830 | loss: 0.0311534 | val_loss: 0.0311749 | Time: 7005.36 ms [2022-02-01 03:07:13 main:574] : INFO : Epoch 1831 | loss: 0.0311517 | val_loss: 0.0311728 | Time: 5947.44 ms [2022-02-01 03:07:20 main:574] : INFO : Epoch 1832 | loss: 0.0311532 | val_loss: 0.0311751 | Time: 6484.76 ms [2022-02-01 03:07:26 main:574] : INFO : Epoch 1833 | loss: 0.0311532 | val_loss: 0.0311748 | Time: 6228.83 ms [2022-02-01 03:07:33 main:574] : INFO : Epoch 1834 | loss: 0.0311522 | val_loss: 0.0311694 | Time: 6602.66 ms [2022-02-01 03:07:39 main:574] : INFO : Epoch 1835 | loss: 0.0311511 | val_loss: 0.0311732 | Time: 6492.08 ms [2022-02-01 03:07:46 main:574] : INFO : Epoch 1836 | loss: 0.0311513 | val_loss: 0.0311703 | Time: 6670.72 ms [2022-02-01 03:07:52 main:574] : INFO : Epoch 1837 | loss: 0.0311511 | val_loss: 0.0311683 | Time: 6435.48 ms [2022-02-01 03:07:59 main:574] : INFO : Epoch 1838 | loss: 0.0311524 | val_loss: 0.0311725 | Time: 6468.91 ms [2022-02-01 03:08:05 main:574] : INFO : Epoch 1839 | loss: 0.0311518 | val_loss: 0.0311724 | Time: 6334.03 ms [2022-02-01 03:08:11 main:574] : INFO : Epoch 1840 | loss: 0.0311528 | val_loss: 0.0311734 | Time: 6340.61 ms [2022-02-01 03:08:18 main:574] : INFO : Epoch 1841 | loss: 0.0311522 | val_loss: 0.0311722 | Time: 6504.91 ms [2022-02-01 03:08:25 main:574] : INFO : Epoch 1842 | loss: 0.0311515 | val_loss: 0.0311765 | Time: 6786.38 ms [2022-02-01 03:08:31 main:574] : INFO : Epoch 1843 | loss: 0.0311535 | val_loss: 0.0311718 | Time: 6691.3 ms [2022-02-01 03:08:38 main:574] : INFO : Epoch 1844 | loss: 0.0311527 | val_loss: 0.031175 | Time: 6320.04 ms [2022-02-01 03:08:44 main:574] : INFO : Epoch 1845 | loss: 0.0311523 | val_loss: 0.0311724 | Time: 6388.21 ms [2022-02-01 03:08:50 main:574] : INFO : Epoch 1846 | loss: 0.0311548 | val_loss: 0.0311811 | Time: 6188.79 ms [2022-02-01 03:08:57 main:574] : INFO : Epoch 1847 | loss: 0.0311572 | val_loss: 0.0311718 | Time: 6371.77 ms [2022-02-01 03:09:03 main:574] : INFO : Epoch 1848 | loss: 0.0311555 | val_loss: 0.0311739 | Time: 6360.52 ms [2022-02-01 03:09:10 main:574] : INFO : Epoch 1849 | loss: 0.0311545 | val_loss: 0.0311768 | Time: 6568.89 ms [2022-02-01 03:09:16 main:574] : INFO : Epoch 1850 | loss: 0.0311542 | val_loss: 0.0311777 | Time: 6159.87 ms [2022-02-01 03:09:22 main:574] : INFO : Epoch 1851 | loss: 0.0311552 | val_loss: 0.0311762 | Time: 6358.34 ms [2022-02-01 03:09:29 main:574] : INFO : Epoch 1852 | loss: 0.0311595 | val_loss: 0.0311759 | Time: 6635.49 ms [2022-02-01 03:09:35 main:574] : INFO : Epoch 1853 | loss: 0.0311566 | val_loss: 0.0311813 | Time: 6247.51 ms [2022-02-01 03:09:42 main:574] : INFO : Epoch 1854 | loss: 0.0311592 | val_loss: 0.0311733 | Time: 6466.09 ms [2022-02-01 03:09:48 main:574] : INFO : Epoch 1855 | loss: 0.031156 | val_loss: 0.0311741 | Time: 6376.07 ms [2022-02-01 03:09:54 main:574] : INFO : Epoch 1856 | loss: 0.0311606 | val_loss: 0.0311728 | Time: 6196.53 ms [2022-02-01 03:10:01 main:574] : INFO : Epoch 1857 | loss: 0.0311596 | val_loss: 0.0311706 | Time: 6537.85 ms [2022-02-01 03:10:08 main:574] : INFO : Epoch 1858 | loss: 0.0311589 | val_loss: 0.0311707 | Time: 6700.29 ms [2022-02-01 03:10:14 main:574] : INFO : Epoch 1859 | loss: 0.0311581 | val_loss: 0.0311702 | Time: 6266.53 ms [2022-02-01 03:10:20 main:574] : INFO : Epoch 1860 | loss: 0.0311575 | val_loss: 0.0311695 | Time: 6676.11 ms [2022-02-01 03:10:27 main:574] : INFO : Epoch 1861 | loss: 0.0311558 | val_loss: 0.0311724 | Time: 6502.76 ms [2022-02-01 03:10:33 main:574] : INFO : Epoch 1862 | loss: 0.0311556 | val_loss: 0.0311703 | Time: 6383.95 ms [2022-02-01 03:10:40 main:574] : INFO : Epoch 1863 | loss: 0.031156 | val_loss: 0.0311732 | Time: 6519.55 ms [2022-02-01 03:10:46 main:574] : INFO : Epoch 1864 | loss: 0.0311559 | val_loss: 0.0311735 | Time: 6459.07 ms [2022-02-01 03:10:53 main:574] : INFO : Epoch 1865 | loss: 0.0311575 | val_loss: 0.0311748 | Time: 6670.93 ms [2022-02-01 03:11:00 main:574] : INFO : Epoch 1866 | loss: 0.0311543 | val_loss: 0.0311745 | Time: 6703.11 ms [2022-02-01 03:11:06 main:574] : INFO : Epoch 1867 | loss: 0.031153 | val_loss: 0.0311756 | Time: 6663.03 ms [2022-02-01 03:11:13 main:574] : INFO : Epoch 1868 | loss: 0.0311551 | val_loss: 0.0311729 | Time: 6471.05 ms [2022-02-01 03:11:20 main:574] : INFO : Epoch 1869 | loss: 0.0311538 | val_loss: 0.0311747 | Time: 6576.63 ms [2022-02-01 03:11:26 main:574] : INFO : Epoch 1870 | loss: 0.0311529 | val_loss: 0.0311801 | Time: 6427.27 ms [2022-02-01 03:11:32 main:574] : INFO : Epoch 1871 | loss: 0.0311532 | val_loss: 0.0311719 | Time: 6219.72 ms [2022-02-01 03:11:39 main:574] : INFO : Epoch 1872 | loss: 0.0311543 | val_loss: 0.0311746 | Time: 6711.57 ms [2022-02-01 03:11:45 main:574] : INFO : Epoch 1873 | loss: 0.0311534 | val_loss: 0.0311708 | Time: 6208.33 ms [2022-02-01 03:11:52 main:574] : INFO : Epoch 1874 | loss: 0.0311519 | val_loss: 0.0311697 | Time: 6422.29 ms [2022-02-01 03:11:58 main:574] : INFO : Epoch 1875 | loss: 0.0311512 | val_loss: 0.0311717 | Time: 6305.73 ms [2022-02-01 03:12:04 main:574] : INFO : Epoch 1876 | loss: 0.0311527 | val_loss: 0.0311733 | Time: 6342.41 ms [2022-02-01 03:12:11 main:574] : INFO : Epoch 1877 | loss: 0.0311529 | val_loss: 0.0311744 | Time: 6287.32 ms [2022-02-01 03:12:17 main:574] : INFO : Epoch 1878 | loss: 0.0311532 | val_loss: 0.031174 | Time: 6209.64 ms [2022-02-01 03:12:23 main:574] : INFO : Epoch 1879 | loss: 0.0311588 | val_loss: 0.0311775 | Time: 6314.41 ms [2022-02-01 03:12:30 main:574] : INFO : Epoch 1880 | loss: 0.0311565 | val_loss: 0.0311695 | Time: 6664.88 ms [2022-02-01 03:12:37 main:574] : INFO : Epoch 1881 | loss: 0.0311597 | val_loss: 0.0311737 | Time: 6901.52 ms [2022-02-01 03:12:44 main:574] : INFO : Epoch 1882 | loss: 0.0311645 | val_loss: 0.0311726 | Time: 7009.57 ms [2022-02-01 03:12:51 main:574] : INFO : Epoch 1883 | loss: 0.0311633 | val_loss: 0.0311688 | Time: 7006.62 ms [2022-02-01 03:12:58 main:574] : INFO : Epoch 1884 | loss: 0.0311589 | val_loss: 0.0311674 | Time: 6854.41 ms [2022-02-01 03:13:05 main:574] : INFO : Epoch 1885 | loss: 0.0311574 | val_loss: 0.0311697 | Time: 6933.61 ms [2022-02-01 03:13:11 main:574] : INFO : Epoch 1886 | loss: 0.0311557 | val_loss: 0.03117 | Time: 6871.89 ms [2022-02-01 03:13:18 main:574] : INFO : Epoch 1887 | loss: 0.0311565 | val_loss: 0.0311712 | Time: 6879.05 ms [2022-02-01 03:13:25 main:574] : INFO : Epoch 1888 | loss: 0.0311576 | val_loss: 0.0311822 | Time: 7037.32 ms [2022-02-01 03:13:32 main:574] : INFO : Epoch 1889 | loss: 0.0311639 | val_loss: 0.0311711 | Time: 6938.06 ms [2022-02-01 03:13:39 main:574] : INFO : Epoch 1890 | loss: 0.0311601 | val_loss: 0.0311699 | Time: 7054.17 ms [2022-02-01 03:13:46 main:574] : INFO : Epoch 1891 | loss: 0.0311573 | val_loss: 0.0311727 | Time: 7036.46 ms [2022-02-01 03:13:53 main:574] : INFO : Epoch 1892 | loss: 0.0311579 | val_loss: 0.0311706 | Time: 6920.34 ms [2022-02-01 03:14:00 main:574] : INFO : Epoch 1893 | loss: 0.0311569 | val_loss: 0.0311696 | Time: 6870.56 ms [2022-02-01 03:14:07 main:574] : INFO : Epoch 1894 | loss: 0.031155 | val_loss: 0.0311706 | Time: 6484.82 ms [2022-02-01 03:14:14 main:574] : INFO : Epoch 1895 | loss: 0.0311536 | val_loss: 0.0311711 | Time: 6806.01 ms [2022-02-01 03:14:21 main:574] : INFO : Epoch 1896 | loss: 0.0311522 | val_loss: 0.0311717 | Time: 7190.84 ms [2022-02-01 03:14:28 main:574] : INFO : Epoch 1897 | loss: 0.0311529 | val_loss: 0.0311731 | Time: 6882.61 ms [2022-02-01 03:14:35 main:574] : INFO : Epoch 1898 | loss: 0.0311531 | val_loss: 0.0311757 | Time: 6975.59 ms [2022-02-01 03:14:42 main:574] : INFO : Epoch 1899 | loss: 0.0311526 | val_loss: 0.0311729 | Time: 7034.16 ms [2022-02-01 03:14:49 main:574] : INFO : Epoch 1900 | loss: 0.0311528 | val_loss: 0.0311794 | Time: 7156.17 ms [2022-02-01 03:14:56 main:574] : INFO : Epoch 1901 | loss: 0.0311541 | val_loss: 0.0311725 | Time: 7039.68 ms [2022-02-01 03:15:03 main:574] : INFO : Epoch 1902 | loss: 0.031153 | val_loss: 0.0311749 | Time: 6903.84 ms [2022-02-01 03:15:10 main:574] : INFO : Epoch 1903 | loss: 0.0311537 | val_loss: 0.0311735 | Time: 7004.47 ms [2022-02-01 03:15:17 main:574] : INFO : Epoch 1904 | loss: 0.0311548 | val_loss: 0.0311733 | Time: 6926.28 ms [2022-02-01 03:15:24 main:574] : INFO : Epoch 1905 | loss: 0.0311547 | val_loss: 0.031174 | Time: 6978.44 ms [2022-02-01 03:15:31 main:574] : INFO : Epoch 1906 | loss: 0.0311552 | val_loss: 0.0311749 | Time: 7141.34 ms [2022-02-01 03:15:38 main:574] : INFO : Epoch 1907 | loss: 0.0311552 | val_loss: 0.0311725 | Time: 6956.33 ms [2022-02-01 03:15:45 main:574] : INFO : Epoch 1908 | loss: 0.0311534 | val_loss: 0.0311737 | Time: 7024.17 ms [2022-02-01 03:15:52 main:574] : INFO : Epoch 1909 | loss: 0.0311551 | val_loss: 0.0311718 | Time: 7015.07 ms [2022-02-01 03:15:59 main:574] : INFO : Epoch 1910 | loss: 0.0311521 | val_loss: 0.031173 | Time: 6919.29 ms [2022-02-01 03:16:06 main:574] : INFO : Epoch 1911 | loss: 0.0311547 | val_loss: 0.0311698 | Time: 6876.62 ms [2022-02-01 03:16:13 main:574] : INFO : Epoch 1912 | loss: 0.0311531 | val_loss: 0.0311689 | Time: 6649.68 ms [2022-02-01 03:16:19 main:574] : INFO : Epoch 1913 | loss: 0.0311512 | val_loss: 0.0311711 | Time: 6543.77 ms [2022-02-01 03:16:26 main:574] : INFO : Epoch 1914 | loss: 0.0311519 | val_loss: 0.0311687 | Time: 6803.37 ms [2022-02-01 03:16:32 main:574] : INFO : Epoch 1915 | loss: 0.0311537 | val_loss: 0.0311709 | Time: 6382.26 ms [2022-02-01 03:16:39 main:574] : INFO : Epoch 1916 | loss: 0.0311545 | val_loss: 0.0311692 | Time: 6544.35 ms [2022-02-01 03:16:45 main:574] : INFO : Epoch 1917 | loss: 0.0311543 | val_loss: 0.0311724 | Time: 6498.29 ms [2022-02-01 03:16:52 main:574] : INFO : Epoch 1918 | loss: 0.0311535 | val_loss: 0.0311709 | Time: 6420.32 ms [2022-02-01 03:16:58 main:574] : INFO : Epoch 1919 | loss: 0.031152 | val_loss: 0.0311706 | Time: 5829.82 ms [2022-02-01 03:17:05 main:574] : INFO : Epoch 1920 | loss: 0.0311507 | val_loss: 0.0311708 | Time: 6919.02 ms [2022-02-01 03:17:11 main:574] : INFO : Epoch 1921 | loss: 0.0311511 | val_loss: 0.031172 | Time: 6632.78 ms [2022-02-01 03:17:18 main:574] : INFO : Epoch 1922 | loss: 0.0311509 | val_loss: 0.0311715 | Time: 6493.2 ms [2022-02-01 03:17:24 main:574] : INFO : Epoch 1923 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 6501.92 ms [2022-02-01 03:17:31 main:574] : INFO : Epoch 1924 | loss: 0.0311504 | val_loss: 0.0311709 | Time: 6859.96 ms [2022-02-01 03:17:38 main:574] : INFO : Epoch 1925 | loss: 0.0311481 | val_loss: 0.0311705 | Time: 6507.64 ms [2022-02-01 03:17:44 main:574] : INFO : Epoch 1926 | loss: 0.0311506 | val_loss: 0.0311705 | Time: 6637.87 ms [2022-02-01 03:17:51 main:574] : INFO : Epoch 1927 | loss: 0.0311545 | val_loss: 0.0311732 | Time: 6568.96 ms [2022-02-01 03:17:57 main:574] : INFO : Epoch 1928 | loss: 0.0311516 | val_loss: 0.0311685 | Time: 6566.43 ms [2022-02-01 03:18:04 main:574] : INFO : Epoch 1929 | loss: 0.031155 | val_loss: 0.0311686 | Time: 6552.24 ms [2022-02-01 03:18:11 main:574] : INFO : Epoch 1930 | loss: 0.0311565 | val_loss: 0.0311679 | Time: 6675.35 ms [2022-02-01 03:18:17 main:574] : INFO : Epoch 1931 | loss: 0.0311556 | val_loss: 0.0311704 | Time: 6401.05 ms [2022-02-01 03:18:24 main:574] : INFO : Epoch 1932 | loss: 0.0311514 | val_loss: 0.03117 | Time: 6613.7 ms [2022-02-01 03:18:30 main:574] : INFO : Epoch 1933 | loss: 0.0311537 | val_loss: 0.0311702 | Time: 6439.85 ms [2022-02-01 03:18:37 main:574] : INFO : Epoch 1934 | loss: 0.0311513 | val_loss: 0.0311702 | Time: 6531.24 ms [2022-02-01 03:18:43 main:574] : INFO : Epoch 1935 | loss: 0.0311499 | val_loss: 0.0311678 | Time: 6733.67 ms [2022-02-01 03:18:50 main:574] : INFO : Epoch 1936 | loss: 0.0311495 | val_loss: 0.0311692 | Time: 6457.46 ms [2022-02-01 03:18:56 main:574] : INFO : Epoch 1937 | loss: 0.0311564 | val_loss: 0.0311713 | Time: 6509.43 ms [2022-02-01 03:19:03 main:574] : INFO : Epoch 1938 | loss: 0.0311558 | val_loss: 0.0311726 | Time: 6698.94 ms [2022-02-01 03:19:10 main:574] : INFO : Epoch 1939 | loss: 0.0311533 | val_loss: 0.0311693 | Time: 6589.47 ms [2022-02-01 03:19:16 main:574] : INFO : Epoch 1940 | loss: 0.0311525 | val_loss: 0.0311712 | Time: 6378.22 ms [2022-02-01 03:19:23 main:574] : INFO : Epoch 1941 | loss: 0.0311512 | val_loss: 0.0311735 | Time: 6539.29 ms [2022-02-01 03:19:29 main:574] : INFO : Epoch 1942 | loss: 0.0311526 | val_loss: 0.0311736 | Time: 6679.15 ms [2022-02-01 03:19:36 main:574] : INFO : Epoch 1943 | loss: 0.031151 | val_loss: 0.0311732 | Time: 6638.09 ms [2022-02-01 03:19:43 main:574] : INFO : Epoch 1944 | loss: 0.0311548 | val_loss: 0.03117 | Time: 6493.79 ms [2022-02-01 03:19:49 main:574] : INFO : Epoch 1945 | loss: 0.0311584 | val_loss: 0.031168 | Time: 6574.04 ms [2022-02-01 03:19:56 main:574] : INFO : Epoch 1946 | loss: 0.0311555 | val_loss: 0.0311701 | Time: 6559.51 ms [2022-02-01 03:20:02 main:574] : INFO : Epoch 1947 | loss: 0.0311543 | val_loss: 0.0311685 | Time: 6519.56 ms [2022-02-01 03:20:09 main:574] : INFO : Epoch 1948 | loss: 0.0311514 | val_loss: 0.0311708 | Time: 6418.74 ms [2022-02-01 03:20:15 main:574] : INFO : Epoch 1949 | loss: 0.03115 | val_loss: 0.0311672 | Time: 6631.09 ms [2022-02-01 03:20:22 main:574] : INFO : Epoch 1950 | loss: 0.0311497 | val_loss: 0.0311699 | Time: 6463.59 ms [2022-02-01 03:20:28 main:574] : INFO : Epoch 1951 | loss: 0.0311513 | val_loss: 0.0311686 | Time: 6579.62 ms [2022-02-01 03:20:35 main:574] : INFO : Epoch 1952 | loss: 0.0311544 | val_loss: 0.0311856 | Time: 6631.04 ms [2022-02-01 03:20:42 main:574] : INFO : Epoch 1953 | loss: 0.0311524 | val_loss: 0.0311683 | Time: 6513.72 ms [2022-02-01 03:20:48 main:574] : INFO : Epoch 1954 | loss: 0.0311512 | val_loss: 0.0311684 | Time: 6634.95 ms [2022-02-01 03:20:55 main:574] : INFO : Epoch 1955 | loss: 0.0311523 | val_loss: 0.0311692 | Time: 6775.37 ms [2022-02-01 03:21:02 main:574] : INFO : Epoch 1956 | loss: 0.0311519 | val_loss: 0.0311644 | Time: 6901.7 ms [2022-02-01 03:21:09 main:574] : INFO : Epoch 1957 | loss: 0.0311498 | val_loss: 0.0311674 | Time: 6790.25 ms [2022-02-01 03:21:15 main:574] : INFO : Epoch 1958 | loss: 0.031153 | val_loss: 0.0311644 | Time: 6401.45 ms [2022-02-01 03:21:22 main:574] : INFO : Epoch 1959 | loss: 0.0311525 | val_loss: 0.0311653 | Time: 6672.72 ms [2022-02-01 03:21:28 main:574] : INFO : Epoch 1960 | loss: 0.0311525 | val_loss: 0.0311729 | Time: 6660.41 ms [2022-02-01 03:21:35 main:574] : INFO : Epoch 1961 | loss: 0.0311577 | val_loss: 0.031168 | Time: 6081.95 ms [2022-02-01 03:21:41 main:574] : INFO : Epoch 1962 | loss: 0.0311533 | val_loss: 0.0311683 | Time: 6618.71 ms [2022-02-01 03:21:48 main:574] : INFO : Epoch 1963 | loss: 0.0311542 | val_loss: 0.031171 | Time: 6512.05 ms [2022-02-01 03:21:54 main:574] : INFO : Epoch 1964 | loss: 0.0311599 | val_loss: 0.0311694 | Time: 6657.41 ms [2022-02-01 03:22:01 main:574] : INFO : Epoch 1965 | loss: 0.0311573 | val_loss: 0.0311684 | Time: 6674.7 ms [2022-02-01 03:22:08 main:574] : INFO : Epoch 1966 | loss: 0.0311575 | val_loss: 0.031167 | Time: 6469.17 ms [2022-02-01 03:22:14 main:574] : INFO : Epoch 1967 | loss: 0.0311543 | val_loss: 0.0311684 | Time: 6501.18 ms [2022-02-01 03:22:21 main:574] : INFO : Epoch 1968 | loss: 0.0311539 | val_loss: 0.0311671 | Time: 6595.54 ms [2022-02-01 03:22:27 main:574] : INFO : Epoch 1969 | loss: 0.0311528 | val_loss: 0.0311686 | Time: 6521.51 ms [2022-02-01 03:22:33 main:574] : INFO : Epoch 1970 | loss: 0.0311518 | val_loss: 0.031168 | Time: 5628.64 ms [2022-02-01 03:22:38 main:574] : INFO : Epoch 1971 | loss: 0.0311516 | val_loss: 0.0311682 | Time: 5056.86 ms [2022-02-01 03:22:44 main:574] : INFO : Epoch 1972 | loss: 0.0311523 | val_loss: 0.0311683 | Time: 5277.13 ms [2022-02-01 03:22:49 main:574] : INFO : Epoch 1973 | loss: 0.0311516 | val_loss: 0.0311674 | Time: 5566.4 ms [2022-02-01 03:22:55 main:574] : INFO : Epoch 1974 | loss: 0.0311507 | val_loss: 0.0311678 | Time: 5394.77 ms [2022-02-01 03:23:00 main:574] : INFO : Epoch 1975 | loss: 0.0311523 | val_loss: 0.0311685 | Time: 5148.94 ms [2022-02-01 03:23:05 main:574] : INFO : Epoch 1976 | loss: 0.0311513 | val_loss: 0.0311717 | Time: 5299.25 ms [2022-02-01 03:23:11 main:574] : INFO : Epoch 1977 | loss: 0.0311502 | val_loss: 0.0311681 | Time: 5514.37 ms [2022-02-01 03:23:16 main:574] : INFO : Epoch 1978 | loss: 0.0311501 | val_loss: 0.0311667 | Time: 5429.41 ms [2022-02-01 03:23:22 main:574] : INFO : Epoch 1979 | loss: 0.0311507 | val_loss: 0.0311706 | Time: 5669.43 ms [2022-02-01 03:23:27 main:574] : INFO : Epoch 1980 | loss: 0.0311515 | val_loss: 0.0311692 | Time: 5270.07 ms [2022-02-01 03:23:33 main:574] : INFO : Epoch 1981 | loss: 0.0311496 | val_loss: 0.0311698 | Time: 5331.64 ms [2022-02-01 03:23:38 main:574] : INFO : Epoch 1982 | loss: 0.0311494 | val_loss: 0.031171 | Time: 4945.61 ms [2022-02-01 03:23:43 main:574] : INFO : Epoch 1983 | loss: 0.03115 | val_loss: 0.0311676 | Time: 5430.44 ms [2022-02-01 03:23:48 main:574] : INFO : Epoch 1984 | loss: 0.0311503 | val_loss: 0.0311741 | Time: 5094.65 ms [2022-02-01 03:23:54 main:574] : INFO : Epoch 1985 | loss: 0.0311509 | val_loss: 0.0311686 | Time: 5467.01 ms [2022-02-01 03:23:59 main:574] : INFO : Epoch 1986 | loss: 0.0311495 | val_loss: 0.0311716 | Time: 4941.83 ms [2022-02-01 03:24:04 main:574] : INFO : Epoch 1987 | loss: 0.0311492 | val_loss: 0.031167 | Time: 5461.37 ms [2022-02-01 03:24:10 main:574] : INFO : Epoch 1988 | loss: 0.0311512 | val_loss: 0.0311687 | Time: 5557.91 ms [2022-02-01 03:24:15 main:574] : INFO : Epoch 1989 | loss: 0.0311512 | val_loss: 0.0311694 | Time: 5323.71 ms [2022-02-01 03:24:20 main:574] : INFO : Epoch 1990 | loss: 0.0311499 | val_loss: 0.0311694 | Time: 5404.96 ms [2022-02-01 03:24:26 main:574] : INFO : Epoch 1991 | loss: 0.0311509 | val_loss: 0.0311678 | Time: 5128.02 ms [2022-02-01 03:24:31 main:574] : INFO : Epoch 1992 | loss: 0.0311504 | val_loss: 0.0311711 | Time: 4981.18 ms [2022-02-01 03:24:36 main:574] : INFO : Epoch 1993 | loss: 0.0311528 | val_loss: 0.0311747 | Time: 5446.33 ms [2022-02-01 03:24:41 main:574] : INFO : Epoch 1994 | loss: 0.0311512 | val_loss: 0.0311699 | Time: 5049.74 ms [2022-02-01 03:24:46 main:574] : INFO : Epoch 1995 | loss: 0.0311496 | val_loss: 0.0311733 | Time: 5408.77 ms [2022-02-01 03:24:52 main:574] : INFO : Epoch 1996 | loss: 0.0311497 | val_loss: 0.0311721 | Time: 5256.76 ms [2022-02-01 03:24:57 main:574] : INFO : Epoch 1997 | loss: 0.0311521 | val_loss: 0.0311691 | Time: 5076.34 ms [2022-02-01 03:25:02 main:574] : INFO : Epoch 1998 | loss: 0.0311599 | val_loss: 0.0311736 | Time: 5076.57 ms [2022-02-01 03:25:07 main:574] : INFO : Epoch 1999 | loss: 0.031163 | val_loss: 0.0311773 | Time: 5276.48 ms [2022-02-01 03:25:13 main:574] : INFO : Epoch 2000 | loss: 0.031163 | val_loss: 0.0311747 | Time: 5384.69 ms [2022-02-01 03:25:18 main:574] : INFO : Epoch 2001 | loss: 0.0311633 | val_loss: 0.0311713 | Time: 5586.77 ms [2022-02-01 03:25:24 main:574] : INFO : Epoch 2002 | loss: 0.0311614 | val_loss: 0.0311746 | Time: 5599.83 ms [2022-02-01 03:25:29 main:574] : INFO : Epoch 2003 | loss: 0.0311615 | val_loss: 0.0311731 | Time: 5222.4 ms [2022-02-01 03:25:34 main:574] : INFO : Epoch 2004 | loss: 0.0311599 | val_loss: 0.0311717 | Time: 5217.84 ms [2022-02-01 03:25:40 main:574] : INFO : Epoch 2005 | loss: 0.0311627 | val_loss: 0.0311715 | Time: 5364.9 ms [2022-02-01 03:25:45 main:574] : INFO : Epoch 2006 | loss: 0.0311594 | val_loss: 0.0311696 | Time: 5392.9 ms [2022-02-01 03:25:50 main:574] : INFO : Epoch 2007 | loss: 0.0311589 | val_loss: 0.0311733 | Time: 5339.51 ms [2022-02-01 03:25:56 main:574] : INFO : Epoch 2008 | loss: 0.0311621 | val_loss: 0.0311692 | Time: 5301.41 ms [2022-02-01 03:26:01 main:574] : INFO : Epoch 2009 | loss: 0.0311626 | val_loss: 0.0311681 | Time: 5070.78 ms [2022-02-01 03:26:06 main:574] : INFO : Epoch 2010 | loss: 0.0311615 | val_loss: 0.0311683 | Time: 5306.78 ms [2022-02-01 03:26:12 main:574] : INFO : Epoch 2011 | loss: 0.0311618 | val_loss: 0.0311707 | Time: 5412.61 ms [2022-02-01 03:26:17 main:574] : INFO : Epoch 2012 | loss: 0.0311621 | val_loss: 0.0311683 | Time: 5414.96 ms [2022-02-01 03:26:22 main:574] : INFO : Epoch 2013 | loss: 0.0311635 | val_loss: 0.0311765 | Time: 5288.57 ms [2022-02-01 03:26:28 main:574] : INFO : Epoch 2014 | loss: 0.0311712 | val_loss: 0.0311724 | Time: 5720.27 ms [2022-02-01 03:26:33 main:574] : INFO : Epoch 2015 | loss: 0.0311704 | val_loss: 0.0311722 | Time: 5112.81 ms [2022-02-01 03:26:38 main:574] : INFO : Epoch 2016 | loss: 0.0311683 | val_loss: 0.0311688 | Time: 5150.29 ms [2022-02-01 03:26:43 main:574] : INFO : Epoch 2017 | loss: 0.0311679 | val_loss: 0.0311685 | Time: 5210.23 ms [2022-02-01 03:26:49 main:574] : INFO : Epoch 2018 | loss: 0.031169 | val_loss: 0.0311842 | Time: 5614.14 ms [2022-02-01 03:26:55 main:574] : INFO : Epoch 2019 | loss: 0.0311745 | val_loss: 0.0311713 | Time: 5455.36 ms [2022-02-01 03:27:00 main:574] : INFO : Epoch 2020 | loss: 0.0311695 | val_loss: 0.0311801 | Time: 5379.76 ms [2022-02-01 03:27:06 main:574] : INFO : Epoch 2021 | loss: 0.0311685 | val_loss: 0.0311707 | Time: 5544.53 ms [2022-02-01 03:27:11 main:574] : INFO : Epoch 2022 | loss: 0.0311647 | val_loss: 0.0311707 | Time: 5519.1 ms [2022-02-01 03:27:17 main:574] : INFO : Epoch 2023 | loss: 0.0311658 | val_loss: 0.0311724 | Time: 5464.77 ms [2022-02-01 03:27:22 main:574] : INFO : Epoch 2024 | loss: 0.0311641 | val_loss: 0.0311702 | Time: 5299.06 ms [2022-02-01 03:27:27 main:574] : INFO : Epoch 2025 | loss: 0.0311635 | val_loss: 0.0311717 | Time: 5266.26 ms [2022-02-01 03:27:33 main:574] : INFO : Epoch 2026 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 5447.47 ms [2022-02-01 03:27:38 main:574] : INFO : Epoch 2027 | loss: 0.0311704 | val_loss: 0.0311702 | Time: 5116.78 ms [2022-02-01 03:27:43 main:574] : INFO : Epoch 2028 | loss: 0.0311628 | val_loss: 0.0311715 | Time: 5141.58 ms [2022-02-01 03:27:48 main:574] : INFO : Epoch 2029 | loss: 0.0311626 | val_loss: 0.0311692 | Time: 5057.49 ms [2022-02-01 03:27:53 main:574] : INFO : Epoch 2030 | loss: 0.0311607 | val_loss: 0.0311686 | Time: 5422.57 ms [2022-02-01 03:27:58 main:574] : INFO : Epoch 2031 | loss: 0.0311611 | val_loss: 0.0311686 | Time: 5060.25 ms [2022-02-01 03:28:04 main:574] : INFO : Epoch 2032 | loss: 0.0311648 | val_loss: 0.0311715 | Time: 5408.63 ms [2022-02-01 03:28:09 main:574] : INFO : Epoch 2033 | loss: 0.0311621 | val_loss: 0.0311715 | Time: 5535.81 ms [2022-02-01 03:28:16 main:574] : INFO : Epoch 2034 | loss: 0.0311614 | val_loss: 0.031169 | Time: 6087.14 ms [2022-02-01 03:28:22 main:574] : INFO : Epoch 2035 | loss: 0.0311602 | val_loss: 0.0311705 | Time: 6102.38 ms [2022-02-01 03:28:28 main:574] : INFO : Epoch 2036 | loss: 0.0311593 | val_loss: 0.0311695 | Time: 5986.47 ms [2022-02-01 03:28:34 main:574] : INFO : Epoch 2037 | loss: 0.0311581 | val_loss: 0.0311679 | Time: 6059.08 ms [2022-02-01 03:28:40 main:574] : INFO : Epoch 2038 | loss: 0.0311584 | val_loss: 0.0311704 | Time: 6242.91 ms [2022-02-01 03:28:46 main:574] : INFO : Epoch 2039 | loss: 0.0311588 | val_loss: 0.0311676 | Time: 6063.04 ms [2022-02-01 03:28:52 main:574] : INFO : Epoch 2040 | loss: 0.031157 | val_loss: 0.031172 | Time: 5999.41 ms [2022-02-01 03:28:58 main:574] : INFO : Epoch 2041 | loss: 0.0311583 | val_loss: 0.0311704 | Time: 6376.38 ms [2022-02-01 03:29:05 main:574] : INFO : Epoch 2042 | loss: 0.0311575 | val_loss: 0.0311709 | Time: 6196.98 ms [2022-02-01 03:29:11 main:574] : INFO : Epoch 2043 | loss: 0.0311587 | val_loss: 0.0311732 | Time: 6134.85 ms [2022-02-01 03:29:17 main:574] : INFO : Epoch 2044 | loss: 0.0311593 | val_loss: 0.0311698 | Time: 6000.41 ms [2022-02-01 03:29:23 main:574] : INFO : Epoch 2045 | loss: 0.0311616 | val_loss: 0.0311684 | Time: 6084.81 ms [2022-02-01 03:29:29 main:574] : INFO : Epoch 2046 | loss: 0.0311671 | val_loss: 0.0311702 | Time: 5920.35 ms [2022-02-01 03:29:35 main:574] : INFO : Epoch 2047 | loss: 0.0311635 | val_loss: 0.0311657 | Time: 6147.65 ms [2022-02-01 03:29:41 main:574] : INFO : Epoch 2048 | loss: 0.0311632 | val_loss: 0.0311679 | Time: 6004.64 ms [2022-02-01 03:29:41 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311679 [2022-02-01 03:29:41 main:603] : INFO : Saving end state to config to file [2022-02-01 03:29:41 main:608] : INFO : Success, exiting.. 03:29:41 (6584): 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)