Task 7729754
| Name | ParityModified-1630349004-25056-2_3 |
| Workunit | 5200315 |
| Created | 30 Sep 2021, 17:44:32 UTC |
| Sent | 1 Oct 2021, 8:11:33 UTC |
| Report deadline | 8 Oct 2021, 8:11:33 UTC |
| Received | 1 Oct 2021, 10:14:04 UTC |
| Server state | Over |
| Outcome | Validate error |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 8379 |
| Run time | 1 hours 59 min 42 sec |
| CPU time | 1 hours 57 min 59 sec |
| Validate state | Invalid |
| Credit | 0.00 |
| Device peak FLOPS | 1,179.44 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.75 (cuda10200) windows_x86_64 |
| Peak working set size | 1.64 GB |
| Peak swap size | 3.58 GB |
| Peak disk usage | 1.54 GB |
Stderr output
<core_client_version>7.16.11</core_client_version> <![CDATA[ <stderr_txt> FO : Epoch 1542 | loss: 0.0311693 | val_loss: 0.0311762 | Time: 3490.75 ms [2021-10-01 11:44:26 main:574] : INFO : Epoch 1543 | loss: 0.0311716 | val_loss: 0.0311802 | Time: 3503.46 ms [2021-10-01 11:44:30 main:574] : INFO : Epoch 1544 | loss: 0.0311739 | val_loss: 0.0311839 | Time: 3514.83 ms [2021-10-01 11:44:33 main:574] : INFO : Epoch 1545 | loss: 0.0311767 | val_loss: 0.0311843 | Time: 3484.94 ms [2021-10-01 11:44:37 main:574] : INFO : Epoch 1546 | loss: 0.0311745 | val_loss: 0.0311801 | Time: 3492.29 ms [2021-10-01 11:44:40 main:574] : INFO : Epoch 1547 | loss: 0.0311669 | val_loss: 0.0311732 | Time: 3515.11 ms [2021-10-01 11:44:44 main:574] : INFO : Epoch 1548 | loss: 0.0311661 | val_loss: 0.0311728 | Time: 3476.95 ms [2021-10-01 11:44:47 main:574] : INFO : Epoch 1549 | loss: 0.0311673 | val_loss: 0.0311743 | Time: 3494.87 ms [2021-10-01 11:44:51 main:574] : INFO : Epoch 1550 | loss: 0.0311654 | val_loss: 0.0311719 | Time: 3502.98 ms [2021-10-01 11:44:54 main:574] : INFO : Epoch 1551 | loss: 0.0311646 | val_loss: 0.0311757 | Time: 3500.67 ms [2021-10-01 11:44:58 main:574] : INFO : Epoch 1552 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 3476.55 ms [2021-10-01 11:45:01 main:574] : INFO : Epoch 1553 | loss: 0.0311647 | val_loss: 0.0311751 | Time: 3479.19 ms [2021-10-01 11:45:05 main:574] : INFO : Epoch 1554 | loss: 0.0311679 | val_loss: 0.0311842 | Time: 3487.68 ms [2021-10-01 11:45:08 main:574] : INFO : Epoch 1555 | loss: 0.0311688 | val_loss: 0.0311786 | Time: 3486.35 ms [2021-10-01 11:45:12 main:574] : INFO : Epoch 1556 | loss: 0.0311662 | val_loss: 0.0311805 | Time: 3485.99 ms [2021-10-01 11:45:15 main:574] : INFO : Epoch 1557 | loss: 0.0311733 | val_loss: 0.031175 | Time: 3477.79 ms [2021-10-01 11:45:19 main:574] : INFO : Epoch 1558 | loss: 0.0311689 | val_loss: 0.031175 | Time: 3504.9 ms [2021-10-01 11:45:22 main:574] : INFO : Epoch 1559 | loss: 0.0311689 | val_loss: 0.0311744 | Time: 3516.44 ms [2021-10-01 11:45:26 main:574] : INFO : Epoch 1560 | loss: 0.0311659 | val_loss: 0.031174 | Time: 3490.56 ms [2021-10-01 11:45:29 main:574] : INFO : Epoch 1561 | loss: 0.0311682 | val_loss: 0.0311733 | Time: 3505.45 ms [2021-10-01 11:45:33 main:574] : INFO : Epoch 1562 | loss: 0.0311663 | val_loss: 0.0311727 | Time: 3507.35 ms [2021-10-01 11:45:36 main:574] : INFO : Epoch 1563 | loss: 0.0311655 | val_loss: 0.031174 | Time: 3482.31 ms [2021-10-01 11:45:40 main:574] : INFO : Epoch 1564 | loss: 0.0311659 | val_loss: 0.0311747 | Time: 3502.88 ms [2021-10-01 11:45:43 main:574] : INFO : Epoch 1565 | loss: 0.0311653 | val_loss: 0.0311755 | Time: 3518.6 ms [2021-10-01 11:45:47 main:574] : INFO : Epoch 1566 | loss: 0.0311648 | val_loss: 0.0311902 | Time: 3496.85 ms [2021-10-01 11:45:50 main:574] : INFO : Epoch 1567 | loss: 0.0311673 | val_loss: 0.0311809 | Time: 3472.35 ms [2021-10-01 11:45:54 main:574] : INFO : Epoch 1568 | loss: 0.0311644 | val_loss: 0.0311739 | Time: 3493.62 ms [2021-10-01 11:45:57 main:574] : INFO : Epoch 1569 | loss: 0.0311621 | val_loss: 0.0311746 | Time: 3472.25 ms [2021-10-01 11:46:01 main:574] : INFO : Epoch 1570 | loss: 0.0311623 | val_loss: 0.0311745 | Time: 3500.42 ms [2021-10-01 11:46:04 main:574] : INFO : Epoch 1571 | loss: 0.0311618 | val_loss: 0.0311735 | Time: 3496.76 ms [2021-10-01 11:46:08 main:574] : INFO : Epoch 1572 | loss: 0.0311624 | val_loss: 0.0311755 | Time: 3474.8 ms [2021-10-01 11:46:11 main:574] : INFO : Epoch 1573 | loss: 0.0311631 | val_loss: 0.0311762 | Time: 3488.73 ms [2021-10-01 11:46:15 main:574] : INFO : Epoch 1574 | loss: 0.031164 | val_loss: 0.0311744 | Time: 3473.84 ms [2021-10-01 11:46:18 main:574] : INFO : Epoch 1575 | loss: 0.0311628 | val_loss: 0.0311759 | Time: 3501.31 ms [2021-10-01 11:46:22 main:574] : INFO : Epoch 1576 | loss: 0.0311645 | val_loss: 0.0311773 | Time: 3510.62 ms [2021-10-01 11:46:25 main:574] : INFO : Epoch 1577 | loss: 0.0311669 | val_loss: 0.031177 | Time: 3496.63 ms [2021-10-01 11:46:29 main:574] : INFO : Epoch 1578 | loss: 0.0311623 | val_loss: 0.031176 | Time: 3491.85 ms [2021-10-01 11:46:32 main:574] : INFO : Epoch 1579 | loss: 0.0311607 | val_loss: 0.0311753 | Time: 3499.38 ms [2021-10-01 11:46:36 main:574] : INFO : Epoch 1580 | loss: 0.0311635 | val_loss: 0.0311778 | Time: 3490.07 ms [2021-10-01 11:46:39 main:574] : INFO : Epoch 1581 | loss: 0.031163 | val_loss: 0.0311767 | Time: 3525.02 ms [2021-10-01 11:46:43 main:574] : INFO : Epoch 1582 | loss: 0.0311624 | val_loss: 0.0311758 | Time: 3485.03 ms [2021-10-01 11:46:46 main:574] : INFO : Epoch 1583 | loss: 0.0311682 | val_loss: 0.0311743 | Time: 3503.94 ms [2021-10-01 11:46:50 main:574] : INFO : Epoch 1584 | loss: 0.0311661 | val_loss: 0.0311776 | Time: 3520 ms [2021-10-01 11:46:53 main:574] : INFO : Epoch 1585 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 3520.27 ms [2021-10-01 11:46:57 main:574] : INFO : Epoch 1586 | loss: 0.0311641 | val_loss: 0.0311739 | Time: 3478.09 ms [2021-10-01 11:47:00 main:574] : INFO : Epoch 1587 | loss: 0.0311629 | val_loss: 0.0311743 | Time: 3455.29 ms [2021-10-01 11:47:04 main:574] : INFO : Epoch 1588 | loss: 0.0311625 | val_loss: 0.0311783 | Time: 3511.64 ms [2021-10-01 11:47:07 main:574] : INFO : Epoch 1589 | loss: 0.0311641 | val_loss: 0.0311849 | Time: 3504.7 ms [2021-10-01 11:47:11 main:574] : INFO : Epoch 1590 | loss: 0.0311658 | val_loss: 0.0311789 | Time: 3516.02 ms [2021-10-01 11:47:14 main:574] : INFO : Epoch 1591 | loss: 0.031162 | val_loss: 0.0311738 | Time: 3504.92 ms [2021-10-01 11:47:18 main:574] : INFO : Epoch 1592 | loss: 0.0311614 | val_loss: 0.0311768 | Time: 3492.21 ms [2021-10-01 11:47:21 main:574] : INFO : Epoch 1593 | loss: 0.0311647 | val_loss: 0.0311763 | Time: 3505.26 ms [2021-10-01 11:47:25 main:574] : INFO : Epoch 1594 | loss: 0.0311734 | val_loss: 0.0311756 | Time: 3514 ms [2021-10-01 11:47:28 main:574] : INFO : Epoch 1595 | loss: 0.0311643 | val_loss: 0.0311754 | Time: 3502.67 ms [2021-10-01 11:47:32 main:574] : INFO : Epoch 1596 | loss: 0.0311685 | val_loss: 0.0311762 | Time: 3501.68 ms [2021-10-01 11:47:35 main:574] : INFO : Epoch 1597 | loss: 0.0311665 | val_loss: 0.0311766 | Time: 3505.91 ms [2021-10-01 11:47:39 main:574] : INFO : Epoch 1598 | loss: 0.0311615 | val_loss: 0.0311747 | Time: 3485.9 ms [2021-10-01 11:47:42 main:574] : INFO : Epoch 1599 | loss: 0.0311605 | val_loss: 0.0311766 | Time: 3508.28 ms [2021-10-01 11:47:46 main:574] : INFO : Epoch 1600 | loss: 0.0311635 | val_loss: 0.0311812 | Time: 3487.47 ms [2021-10-01 11:47:49 main:574] : INFO : Epoch 1601 | loss: 0.0311612 | val_loss: 0.0311767 | Time: 3514.04 ms [2021-10-01 11:47:53 main:574] : INFO : Epoch 1602 | loss: 0.0311607 | val_loss: 0.0311769 | Time: 3546.75 ms [2021-10-01 11:47:56 main:574] : INFO : Epoch 1603 | loss: 0.0311638 | val_loss: 0.0311752 | Time: 3514.74 ms [2021-10-01 11:48:00 main:574] : INFO : Epoch 1604 | loss: 0.0311626 | val_loss: 0.0311769 | Time: 3510.64 ms [2021-10-01 11:48:03 main:574] : INFO : Epoch 1605 | loss: 0.0311679 | val_loss: 0.031194 | Time: 3522.37 ms [2021-10-01 11:48:07 main:574] : INFO : Epoch 1606 | loss: 0.0311677 | val_loss: 0.0311772 | Time: 3485.98 ms [2021-10-01 11:48:10 main:574] : INFO : Epoch 1607 | loss: 0.0311644 | val_loss: 0.0311771 | Time: 3509.87 ms [2021-10-01 11:48:14 main:574] : INFO : Epoch 1608 | loss: 0.0311643 | val_loss: 0.031176 | Time: 3491.67 ms [2021-10-01 11:48:17 main:574] : INFO : Epoch 1609 | loss: 0.0311631 | val_loss: 0.0311754 | Time: 3506.67 ms [2021-10-01 11:48:21 main:574] : INFO : Epoch 1610 | loss: 0.0311647 | val_loss: 0.0311758 | Time: 3498.09 ms [2021-10-01 11:48:24 main:574] : INFO : Epoch 1611 | loss: 0.0311744 | val_loss: 0.03118 | Time: 3499.18 ms [2021-10-01 11:48:28 main:574] : INFO : Epoch 1612 | loss: 0.0311761 | val_loss: 0.0311748 | Time: 3531.94 ms [2021-10-01 11:48:31 main:574] : INFO : Epoch 1613 | loss: 0.0311731 | val_loss: 0.0311753 | Time: 3481.79 ms [2021-10-01 11:48:35 main:574] : INFO : Epoch 1614 | loss: 0.0311702 | val_loss: 0.0311741 | Time: 3499.27 ms [2021-10-01 11:48:38 main:574] : INFO : Epoch 1615 | loss: 0.0311688 | val_loss: 0.0311764 | Time: 3485.43 ms [2021-10-01 11:48:42 main:574] : INFO : Epoch 1616 | loss: 0.0311709 | val_loss: 0.0311752 | Time: 3495.32 ms [2021-10-01 11:48:45 main:574] : INFO : Epoch 1617 | loss: 0.031172 | val_loss: 0.0311743 | Time: 3520.35 ms [2021-10-01 11:48:49 main:574] : INFO : Epoch 1618 | loss: 0.0311705 | val_loss: 0.0311739 | Time: 3495.91 ms [2021-10-01 11:48:52 main:574] : INFO : Epoch 1619 | loss: 0.0311693 | val_loss: 0.0311735 | Time: 3482.89 ms [2021-10-01 11:48:56 main:574] : INFO : Epoch 1620 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 3519.26 ms [2021-10-01 11:48:59 main:574] : INFO : Epoch 1621 | loss: 0.0311672 | val_loss: 0.0311729 | Time: 3494.94 ms [2021-10-01 11:49:03 main:574] : INFO : Epoch 1622 | loss: 0.0311658 | val_loss: 0.0311736 | Time: 3496.79 ms [2021-10-01 11:49:06 main:574] : INFO : Epoch 1623 | loss: 0.0311677 | val_loss: 0.0311729 | Time: 3501.49 ms [2021-10-01 11:49:10 main:574] : INFO : Epoch 1624 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 3521.97 ms [2021-10-01 11:49:13 main:574] : INFO : Epoch 1625 | loss: 0.0311694 | val_loss: 0.0311729 | Time: 3502.68 ms [2021-10-01 11:49:17 main:574] : INFO : Epoch 1626 | loss: 0.0311696 | val_loss: 0.0311764 | Time: 3502.55 ms [2021-10-01 11:49:20 main:574] : INFO : Epoch 1627 | loss: 0.0311723 | val_loss: 0.0311763 | Time: 3512.91 ms [2021-10-01 11:49:24 main:574] : INFO : Epoch 1628 | loss: 0.0311702 | val_loss: 0.0311769 | Time: 3476.85 ms [2021-10-01 11:49:27 main:574] : INFO : Epoch 1629 | loss: 0.031169 | val_loss: 0.0311815 | Time: 3464.33 ms [2021-10-01 11:49:31 main:574] : INFO : Epoch 1630 | loss: 0.031173 | val_loss: 0.0311799 | Time: 3454.68 ms [2021-10-01 11:49:34 main:574] : INFO : Epoch 1631 | loss: 0.0311701 | val_loss: 0.031177 | Time: 3472.52 ms [2021-10-01 11:49:38 main:574] : INFO : Epoch 1632 | loss: 0.031177 | val_loss: 0.0311835 | Time: 3477.21 ms [2021-10-01 11:49:41 main:574] : INFO : Epoch 1633 | loss: 0.0311826 | val_loss: 0.0311869 | Time: 3494.01 ms [2021-10-01 11:49:45 main:574] : INFO : Epoch 1634 | loss: 0.0311856 | val_loss: 0.0311892 | Time: 3477.53 ms [2021-10-01 11:49:48 main:574] : INFO : Epoch 1635 | loss: 0.0311894 | val_loss: 0.0311902 | Time: 3492.1 ms [2021-10-01 11:49:52 main:574] : INFO : Epoch 1636 | loss: 0.0311877 | val_loss: 0.0311856 | Time: 3515.58 ms [2021-10-01 11:49:55 main:574] : INFO : Epoch 1637 | loss: 0.0311837 | val_loss: 0.03118 | Time: 3507.07 ms [2021-10-01 11:49:59 main:574] : INFO : Epoch 1638 | loss: 0.0311819 | val_loss: 0.0311843 | Time: 3482.57 ms [2021-10-01 11:50:02 main:574] : INFO : Epoch 1639 | loss: 0.0311842 | val_loss: 0.0311921 | Time: 3474.32 ms [2021-10-01 11:50:06 main:574] : INFO : Epoch 1640 | loss: 0.0311823 | val_loss: 0.0311815 | Time: 3485.02 ms [2021-10-01 11:50:09 main:574] : INFO : Epoch 1641 | loss: 0.031179 | val_loss: 0.0311787 | Time: 3475.77 ms [2021-10-01 11:50:13 main:574] : INFO : Epoch 1642 | loss: 0.0311778 | val_loss: 0.0311815 | Time: 3516 ms [2021-10-01 11:50:16 main:574] : INFO : Epoch 1643 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 3491.05 ms [2021-10-01 11:50:20 main:574] : INFO : Epoch 1644 | loss: 0.0311764 | val_loss: 0.0311785 | Time: 3491.53 ms [2021-10-01 11:50:23 main:574] : INFO : Epoch 1645 | loss: 0.0311783 | val_loss: 0.0311779 | Time: 3479.78 ms [2021-10-01 11:50:27 main:574] : INFO : Epoch 1646 | loss: 0.0311783 | val_loss: 0.0311782 | Time: 3481.32 ms [2021-10-01 11:50:30 main:574] : INFO : Epoch 1647 | loss: 0.0311776 | val_loss: 0.0311767 | Time: 3482.1 ms [2021-10-01 11:50:34 main:574] : INFO : Epoch 1648 | loss: 0.0311766 | val_loss: 0.0311781 | Time: 3465.6 ms [2021-10-01 11:50:37 main:574] : INFO : Epoch 1649 | loss: 0.0311765 | val_loss: 0.0311771 | Time: 3491.02 ms [2021-10-01 11:50:41 main:574] : INFO : Epoch 1650 | loss: 0.0311766 | val_loss: 0.0311785 | Time: 3485.09 ms [2021-10-01 11:50:44 main:574] : INFO : Epoch 1651 | loss: 0.0311783 | val_loss: 0.0311826 | Time: 3475.22 ms [2021-10-01 11:50:48 main:574] : INFO : Epoch 1652 | loss: 0.0311805 | val_loss: 0.0311786 | Time: 3479.61 ms [2021-10-01 11:50:51 main:574] : INFO : Epoch 1653 | loss: 0.0311782 | val_loss: 0.0311775 | Time: 3487.33 ms [2021-10-01 11:50:55 main:574] : INFO : Epoch 1654 | loss: 0.0311819 | val_loss: 0.0311851 | Time: 3480.33 ms [2021-10-01 11:50:58 main:574] : INFO : Epoch 1655 | loss: 0.031182 | val_loss: 0.0311836 | Time: 3494.6 ms [2021-10-01 11:51:02 main:574] : INFO : Epoch 1656 | loss: 0.0311774 | val_loss: 0.0311807 | Time: 3469.22 ms [2021-10-01 11:51:05 main:574] : INFO : Epoch 1657 | loss: 0.0311819 | val_loss: 0.0311839 | Time: 3494.27 ms [2021-10-01 11:51:09 main:574] : INFO : Epoch 1658 | loss: 0.0311845 | val_loss: 0.0311844 | Time: 3481.99 ms [2021-10-01 11:51:12 main:574] : INFO : Epoch 1659 | loss: 0.0311828 | val_loss: 0.0311839 | Time: 3500.95 ms [2021-10-01 11:51:16 main:574] : INFO : Epoch 1660 | loss: 0.0311954 | val_loss: 0.0311936 | Time: 3494.57 ms [2021-10-01 11:51:19 main:574] : INFO : Epoch 1661 | loss: 0.0311965 | val_loss: 0.0311905 | Time: 3504.12 ms [2021-10-01 11:51:23 main:574] : INFO : Epoch 1662 | loss: 0.0311933 | val_loss: 0.0311867 | Time: 3502.03 ms [2021-10-01 11:51:26 main:574] : INFO : Epoch 1663 | loss: 0.0311902 | val_loss: 0.0311843 | Time: 3491.95 ms [2021-10-01 11:51:30 main:574] : INFO : Epoch 1664 | loss: 0.0311891 | val_loss: 0.0311825 | Time: 3458.31 ms [2021-10-01 11:51:33 main:574] : INFO : Epoch 1665 | loss: 0.0311867 | val_loss: 0.0311825 | Time: 3498.91 ms [2021-10-01 11:51:37 main:574] : INFO : Epoch 1666 | loss: 0.031185 | val_loss: 0.0311848 | Time: 3492.27 ms [2021-10-01 11:51:40 main:574] : INFO : Epoch 1667 | loss: 0.0311833 | val_loss: 0.0311794 | Time: 3505.53 ms [2021-10-01 11:51:44 main:574] : INFO : Epoch 1668 | loss: 0.0311824 | val_loss: 0.03118 | Time: 3506.11 ms [2021-10-01 11:51:47 main:574] : INFO : Epoch 1669 | loss: 0.0311801 | val_loss: 0.0311778 | Time: 3510.62 ms [2021-10-01 11:51:51 main:574] : INFO : Epoch 1670 | loss: 0.0311814 | val_loss: 0.0311822 | Time: 3509.53 ms [2021-10-01 11:51:54 main:574] : INFO : Epoch 1671 | loss: 0.0311827 | val_loss: 0.0311847 | Time: 3517.27 ms [2021-10-01 11:51:58 main:574] : INFO : Epoch 1672 | loss: 0.0311841 | val_loss: 0.0311842 | Time: 3541.18 ms [2021-10-01 11:52:01 main:574] : INFO : Epoch 1673 | loss: 0.0311836 | val_loss: 0.0311834 | Time: 3517.85 ms [2021-10-01 11:52:05 main:574] : INFO : Epoch 1674 | loss: 0.0311825 | val_loss: 0.0311802 | Time: 3504.24 ms [2021-10-01 11:52:08 main:574] : INFO : Epoch 1675 | loss: 0.0311818 | val_loss: 0.03118 | Time: 3499.16 ms [2021-10-01 11:52:12 main:574] : INFO : Epoch 1676 | loss: 0.0311839 | val_loss: 0.0311788 | Time: 3502.39 ms [2021-10-01 11:52:15 main:574] : INFO : Epoch 1677 | loss: 0.0311813 | val_loss: 0.0311796 | Time: 3697.86 ms [2021-10-01 11:52:19 main:574] : INFO : Epoch 1678 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 3580.1 ms [2021-10-01 11:52:22 main:574] : INFO : Epoch 1679 | loss: 0.0311779 | val_loss: 0.0311801 | Time: 3481.06 ms [2021-10-01 11:52:26 main:574] : INFO : Epoch 1680 | loss: 0.0311795 | val_loss: 0.0311808 | Time: 3475.79 ms [2021-10-01 11:52:29 main:574] : INFO : Epoch 1681 | loss: 0.0311811 | val_loss: 0.0311805 | Time: 3502.44 ms [2021-10-01 11:52:33 main:574] : INFO : Epoch 1682 | loss: 0.0311815 | val_loss: 0.0311784 | Time: 3471.34 ms [2021-10-01 11:52:36 main:574] : INFO : Epoch 1683 | loss: 0.0311804 | val_loss: 0.0311774 | Time: 3487.45 ms [2021-10-01 11:52:40 main:574] : INFO : Epoch 1684 | loss: 0.031178 | val_loss: 0.0311799 | Time: 3507.14 ms [2021-10-01 11:52:43 main:574] : INFO : Epoch 1685 | loss: 0.0311775 | val_loss: 0.0311795 | Time: 3513.86 ms [2021-10-01 11:52:47 main:574] : INFO : Epoch 1686 | loss: 0.0311805 | val_loss: 0.0311846 | Time: 3491.4 ms [2021-10-01 11:52:50 main:574] : INFO : Epoch 1687 | loss: 0.0311845 | val_loss: 0.0311802 | Time: 3519.53 ms [2021-10-01 11:52:54 main:574] : INFO : Epoch 1688 | loss: 0.0311844 | val_loss: 0.0311852 | Time: 3522.06 ms [2021-10-01 11:52:58 main:574] : INFO : Epoch 1689 | loss: 0.0311905 | val_loss: 0.0311862 | Time: 3483.01 ms [2021-10-01 11:53:01 main:574] : INFO : Epoch 1690 | loss: 0.0311914 | val_loss: 0.0311875 | Time: 3501.65 ms [2021-10-01 11:53:05 main:574] : INFO : Epoch 1691 | loss: 0.0311909 | val_loss: 0.0311871 | Time: 3500.45 ms [2021-10-01 11:53:08 main:574] : INFO : Epoch 1692 | loss: 0.0311873 | val_loss: 0.031187 | Time: 3492.92 ms [2021-10-01 11:53:12 main:574] : INFO : Epoch 1693 | loss: 0.0311872 | val_loss: 0.0311816 | Time: 3520.34 ms [2021-10-01 11:53:15 main:574] : INFO : Epoch 1694 | loss: 0.0311844 | val_loss: 0.0311812 | Time: 3506.8 ms [2021-10-01 11:53:19 main:574] : INFO : Epoch 1695 | loss: 0.0311823 | val_loss: 0.0311819 | Time: 3494.48 ms [2021-10-01 11:53:22 main:574] : INFO : Epoch 1696 | loss: 0.0311858 | val_loss: 0.0311847 | Time: 3486.89 ms [2021-10-01 11:53:26 main:574] : INFO : Epoch 1697 | loss: 0.0311851 | val_loss: 0.0311831 | Time: 3502.67 ms [2021-10-01 11:53:29 main:574] : INFO : Epoch 1698 | loss: 0.0311823 | val_loss: 0.0311799 | Time: 3492.96 ms [2021-10-01 11:53:33 main:574] : INFO : Epoch 1699 | loss: 0.0311835 | val_loss: 0.0311817 | Time: 3503.88 ms [2021-10-01 11:53:36 main:574] : INFO : Epoch 1700 | loss: 0.0311809 | val_loss: 0.031179 | Time: 3492.84 ms [2021-10-01 11:53:40 main:574] : INFO : Epoch 1701 | loss: 0.0311808 | val_loss: 0.0311799 | Time: 3506.39 ms [2021-10-01 11:53:43 main:574] : INFO : Epoch 1702 | loss: 0.0311846 | val_loss: 0.0311812 | Time: 3547.84 ms [2021-10-01 11:53:47 main:574] : INFO : Epoch 1703 | loss: 0.0311819 | val_loss: 0.0311802 | Time: 3514.93 ms [2021-10-01 11:53:50 main:574] : INFO : Epoch 1704 | loss: 0.0311821 | val_loss: 0.0311816 | Time: 3501.74 ms [2021-10-01 11:53:54 main:574] : INFO : Epoch 1705 | loss: 0.0311794 | val_loss: 0.03118 | Time: 3478.36 ms [2021-10-01 11:53:57 main:574] : INFO : Epoch 1706 | loss: 0.0311829 | val_loss: 0.031179 | Time: 3495.75 ms [2021-10-01 11:54:01 main:574] : INFO : Epoch 1707 | loss: 0.0311819 | val_loss: 0.0311804 | Time: 3482.97 ms [2021-10-01 11:54:04 main:574] : INFO : Epoch 1708 | loss: 0.0311809 | val_loss: 0.0311791 | Time: 3487.46 ms [2021-10-01 11:54:08 main:574] : INFO : Epoch 1709 | loss: 0.0311798 | val_loss: 0.0311814 | Time: 3492.54 ms [2021-10-01 11:54:11 main:574] : INFO : Epoch 1710 | loss: 0.0311787 | val_loss: 0.031178 | Time: 3494.79 ms [2021-10-01 11:54:15 main:574] : INFO : Epoch 1711 | loss: 0.0311802 | val_loss: 0.0311782 | Time: 3521.16 ms [2021-10-01 11:54:18 main:574] : INFO : Epoch 1712 | loss: 0.0311767 | val_loss: 0.0311779 | Time: 3494.07 ms [2021-10-01 11:54:22 main:574] : INFO : Epoch 1713 | loss: 0.031177 | val_loss: 0.031179 | Time: 3520.38 ms [2021-10-01 11:54:25 main:574] : INFO : Epoch 1714 | loss: 0.0311786 | val_loss: 0.0311782 | Time: 3495.36 ms [2021-10-01 11:54:29 main:574] : INFO : Epoch 1715 | loss: 0.0311789 | val_loss: 0.0311858 | Time: 3508.52 ms [2021-10-01 11:54:32 main:574] : INFO : Epoch 1716 | loss: 0.0311809 | val_loss: 0.0311813 | Time: 3505.95 ms [2021-10-01 11:54:36 main:574] : INFO : Epoch 1717 | loss: 0.0311769 | val_loss: 0.0311787 | Time: 3514.24 ms [2021-10-01 11:54:39 main:574] : INFO : Epoch 1718 | loss: 0.0311771 | val_loss: 0.0311799 | Time: 3485.61 ms [2021-10-01 11:54:43 main:574] : INFO : Epoch 1719 | loss: 0.0311778 | val_loss: 0.0311788 | Time: 3506.75 ms [2021-10-01 11:54:46 main:574] : INFO : Epoch 1720 | loss: 0.0311773 | val_loss: 0.0311789 | Time: 3498.82 ms [2021-10-01 11:54:50 main:574] : INFO : Epoch 1721 | loss: 0.0311775 | val_loss: 0.0311814 | Time: 3481.22 ms [2021-10-01 11:54:53 main:574] : INFO : Epoch 1722 | loss: 0.0311839 | val_loss: 0.0311808 | Time: 3487.81 ms [2021-10-01 11:54:57 main:574] : INFO : Epoch 1723 | loss: 0.0311786 | val_loss: 0.0311799 | Time: 3503.39 ms [2021-10-01 11:55:00 main:574] : INFO : Epoch 1724 | loss: 0.0311768 | val_loss: 0.0311812 | Time: 3483.63 ms [2021-10-01 11:55:04 main:574] : INFO : Epoch 1725 | loss: 0.0311779 | val_loss: 0.0311781 | Time: 3483.82 ms [2021-10-01 11:55:07 main:574] : INFO : Epoch 1726 | loss: 0.0311785 | val_loss: 0.0311783 | Time: 3487.34 ms [2021-10-01 11:55:11 main:574] : INFO : Epoch 1727 | loss: 0.0311801 | val_loss: 0.0311797 | Time: 3496.43 ms [2021-10-01 11:55:14 main:574] : INFO : Epoch 1728 | loss: 0.0311805 | val_loss: 0.0311797 | Time: 3495.3 ms [2021-10-01 11:55:18 main:574] : INFO : Epoch 1729 | loss: 0.0311792 | val_loss: 0.031181 | Time: 3492.13 ms [2021-10-01 11:55:21 main:574] : INFO : Epoch 1730 | loss: 0.0311796 | val_loss: 0.0311851 | Time: 3492.14 ms [2021-10-01 11:55:25 main:574] : INFO : Epoch 1731 | loss: 0.0311801 | val_loss: 0.0311795 | Time: 3499.84 ms [2021-10-01 11:55:28 main:574] : INFO : Epoch 1732 | loss: 0.0311798 | val_loss: 0.0311817 | Time: 3483.99 ms [2021-10-01 11:55:32 main:574] : INFO : Epoch 1733 | loss: 0.0311787 | val_loss: 0.0311788 | Time: 3488.82 ms [2021-10-01 11:55:35 main:574] : INFO : Epoch 1734 | loss: 0.0311785 | val_loss: 0.0311847 | Time: 3482.15 ms [2021-10-01 11:55:39 main:574] : INFO : Epoch 1735 | loss: 0.0311815 | val_loss: 0.0311821 | Time: 3489.93 ms [2021-10-01 11:55:42 main:574] : INFO : Epoch 1736 | loss: 0.0311825 | val_loss: 0.0311802 | Time: 3494.03 ms [2021-10-01 11:55:46 main:574] : INFO : Epoch 1737 | loss: 0.0311819 | val_loss: 0.031179 | Time: 3464.05 ms [2021-10-01 11:55:49 main:574] : INFO : Epoch 1738 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 3478.69 ms [2021-10-01 11:55:53 main:574] : INFO : Epoch 1739 | loss: 0.0311784 | val_loss: 0.0311814 | Time: 3497.3 ms [2021-10-01 11:55:56 main:574] : INFO : Epoch 1740 | loss: 0.0311799 | val_loss: 0.03118 | Time: 3495.75 ms [2021-10-01 11:56:00 main:574] : INFO : Epoch 1741 | loss: 0.0311804 | val_loss: 0.0311789 | Time: 3513.13 ms [2021-10-01 11:56:03 main:574] : INFO : Epoch 1742 | loss: 0.0311788 | val_loss: 0.0311806 | Time: 3518.36 ms [2021-10-01 11:56:07 main:574] : INFO : Epoch 1743 | loss: 0.0311846 | val_loss: 0.0311862 | Time: 3497.74 ms [2021-10-01 11:56:10 main:574] : INFO : Epoch 1744 | loss: 0.031182 | val_loss: 0.0311801 | Time: 3517.79 ms [2021-10-01 11:56:14 main:574] : INFO : Epoch 1745 | loss: 0.0311793 | val_loss: 0.0311795 | Time: 3537.76 ms [2021-10-01 11:56:17 main:574] : INFO : Epoch 1746 | loss: 0.0311789 | val_loss: 0.031179 | Time: 3501.92 ms [2021-10-01 11:56:21 main:574] : INFO : Epoch 1747 | loss: 0.0311792 | val_loss: 0.031185 | Time: 3507.83 ms [2021-10-01 11:56:24 main:574] : INFO : Epoch 1748 | loss: 0.0311831 | val_loss: 0.0311779 | Time: 3518.24 ms [2021-10-01 11:56:28 main:574] : INFO : Epoch 1749 | loss: 0.0311821 | val_loss: 0.0311786 | Time: 3482.39 ms [2021-10-01 11:56:31 main:574] : INFO : Epoch 1750 | loss: 0.0311851 | val_loss: 0.0311808 | Time: 3514.78 ms [2021-10-01 11:56:35 main:574] : INFO : Epoch 1751 | loss: 0.0311831 | val_loss: 0.031186 | Time: 3510.53 ms [2021-10-01 11:56:38 main:574] : INFO : Epoch 1752 | loss: 0.0311827 | val_loss: 0.0311835 | Time: 3496.64 ms [2021-10-01 11:56:42 main:574] : INFO : Epoch 1753 | loss: 0.0311837 | val_loss: 0.0311861 | Time: 3502.48 ms [2021-10-01 11:56:45 main:574] : INFO : Epoch 1754 | loss: 0.0311828 | val_loss: 0.0311811 | Time: 3485.87 ms [2021-10-01 11:56:49 main:574] : INFO : Epoch 1755 | loss: 0.0311813 | val_loss: 0.0311813 | Time: 3508.18 ms [2021-10-01 11:56:52 main:574] : INFO : Epoch 1756 | loss: 0.0311807 | val_loss: 0.0311801 | Time: 3494.12 ms [2021-10-01 11:56:56 main:574] : INFO : Epoch 1757 | loss: 0.0311802 | val_loss: 0.0311792 | Time: 3490.3 ms [2021-10-01 11:56:59 main:574] : INFO : Epoch 1758 | loss: 0.03118 | val_loss: 0.0311819 | Time: 3483.06 ms [2021-10-01 11:57:03 main:574] : INFO : Epoch 1759 | loss: 0.0311827 | val_loss: 0.0311845 | Time: 3501.86 ms [2021-10-01 11:57:06 main:574] : INFO : Epoch 1760 | loss: 0.0311832 | val_loss: 0.0311822 | Time: 3523.31 ms [2021-10-01 11:57:10 main:574] : INFO : Epoch 1761 | loss: 0.031183 | val_loss: 0.0311854 | Time: 3484.72 ms [2021-10-01 11:57:13 main:574] : INFO : Epoch 1762 | loss: 0.0311814 | val_loss: 0.0311811 | Time: 3505.32 ms [2021-10-01 11:57:17 main:574] : INFO : Epoch 1763 | loss: 0.0311808 | val_loss: 0.0311835 | Time: 3528.46 ms [2021-10-01 11:57:20 main:574] : INFO : Epoch 1764 | loss: 0.0311807 | val_loss: 0.0311858 | Time: 3502.06 ms [2021-10-01 11:57:24 main:574] : INFO : Epoch 1765 | loss: 0.03118 | val_loss: 0.0311805 | Time: 3506.19 ms [2021-10-01 11:57:27 main:574] : INFO : Epoch 1766 | loss: 0.0311795 | val_loss: 0.0311814 | Time: 3495.74 ms [2021-10-01 11:57:31 main:574] : INFO : Epoch 1767 | loss: 0.0311813 | val_loss: 0.0311809 | Time: 3503.06 ms [2021-10-01 11:57:34 main:574] : INFO : Epoch 1768 | loss: 0.0311795 | val_loss: 0.0311833 | Time: 3516.49 ms [2021-10-01 11:57:38 main:574] : INFO : Epoch 1769 | loss: 0.0311806 | val_loss: 0.0311801 | Time: 3483.44 ms [2021-10-01 11:57:41 main:574] : INFO : Epoch 1770 | loss: 0.0311801 | val_loss: 0.0311808 | Time: 3502.03 ms [2021-10-01 11:57:45 main:574] : INFO : Epoch 1771 | loss: 0.0311812 | val_loss: 0.0311903 | Time: 3509.66 ms [2021-10-01 11:57:48 main:574] : INFO : Epoch 1772 | loss: 0.0311821 | val_loss: 0.0311818 | Time: 3510.94 ms [2021-10-01 11:57:52 main:574] : INFO : Epoch 1773 | loss: 0.0311784 | val_loss: 0.0311797 | Time: 3521.5 ms [2021-10-01 11:57:55 main:574] : INFO : Epoch 1774 | loss: 0.0311829 | val_loss: 0.031183 | Time: 3507.54 ms [2021-10-01 11:57:59 main:574] : INFO : Epoch 1775 | loss: 0.0311829 | val_loss: 0.0311846 | Time: 3500.87 ms [2021-10-01 11:58:02 main:574] : INFO : Epoch 1776 | loss: 0.0311793 | val_loss: 0.0311801 | Time: 3502.01 ms [2021-10-01 11:58:06 main:574] : INFO : Epoch 1777 | loss: 0.0311786 | val_loss: 0.0311834 | Time: 3492.51 ms [2021-10-01 11:58:09 main:574] : INFO : Epoch 1778 | loss: 0.0311814 | val_loss: 0.0311843 | Time: 3498.68 ms [2021-10-01 11:58:13 main:574] : INFO : Epoch 1779 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 3501.11 ms [2021-10-01 11:58:16 main:574] : INFO : Epoch 1780 | loss: 0.0311792 | val_loss: 0.0311798 | Time: 3500.65 ms [2021-10-01 11:58:20 main:574] : INFO : Epoch 1781 | loss: 0.0311781 | val_loss: 0.0311812 | Time: 3499.31 ms [2021-10-01 11:58:23 main:574] : INFO : Epoch 1782 | loss: 0.0311785 | val_loss: 0.0311826 | Time: 3500.37 ms [2021-10-01 11:58:27 main:574] : INFO : Epoch 1783 | loss: 0.0311793 | val_loss: 0.0311845 | Time: 3522.42 ms [2021-10-01 11:58:30 main:574] : INFO : Epoch 1784 | loss: 0.0311795 | val_loss: 0.0311861 | Time: 3481.16 ms [2021-10-01 11:58:34 main:574] : INFO : Epoch 1785 | loss: 0.0311819 | val_loss: 0.0311891 | Time: 3511.95 ms [2021-10-01 11:58:37 main:574] : INFO : Epoch 1786 | loss: 0.0311817 | val_loss: 0.0311831 | Time: 3485.87 ms [2021-10-01 11:58:41 main:574] : INFO : Epoch 1787 | loss: 0.0311782 | val_loss: 0.0311796 | Time: 3472.79 ms [2021-10-01 11:58:44 main:574] : INFO : Epoch 1788 | loss: 0.031179 | val_loss: 0.0311843 | Time: 3483.54 ms [2021-10-01 11:58:48 main:574] : INFO : Epoch 1789 | loss: 0.0311795 | val_loss: 0.0311826 | Time: 3512.62 ms [2021-10-01 11:58:51 main:574] : INFO : Epoch 1790 | loss: 0.0311762 | val_loss: 0.0311878 | Time: 3499.07 ms [2021-10-01 11:58:55 main:574] : INFO : Epoch 1791 | loss: 0.0311763 | val_loss: 0.0311783 | Time: 3486.3 ms [2021-10-01 11:58:58 main:574] : INFO : Epoch 1792 | loss: 0.0311763 | val_loss: 0.0311854 | Time: 3497.87 ms [2021-10-01 11:59:02 main:574] : INFO : Epoch 1793 | loss: 0.0311794 | val_loss: 0.031179 | Time: 3514.45 ms [2021-10-01 11:59:05 main:574] : INFO : Epoch 1794 | loss: 0.0311751 | val_loss: 0.0311789 | Time: 3521.69 ms [2021-10-01 11:59:09 main:574] : INFO : Epoch 1795 | loss: 0.031177 | val_loss: 0.0311898 | Time: 3494.17 ms [2021-10-01 11:59:12 main:574] : INFO : Epoch 1796 | loss: 0.0311776 | val_loss: 0.0311795 | Time: 3495.32 ms [2021-10-01 11:59:16 main:574] : INFO : Epoch 1797 | loss: 0.0311775 | val_loss: 0.0311835 | Time: 3510.48 ms [2021-10-01 11:59:19 main:574] : INFO : Epoch 1798 | loss: 0.0311758 | val_loss: 0.031179 | Time: 3503.36 ms [2021-10-01 11:59:23 main:574] : INFO : Epoch 1799 | loss: 0.0311745 | val_loss: 0.031179 | Time: 3465.24 ms [2021-10-01 11:59:26 main:574] : INFO : Epoch 1800 | loss: 0.0311756 | val_loss: 0.031178 | Time: 3517.36 ms [2021-10-01 11:59:30 main:574] : INFO : Epoch 1801 | loss: 0.0311758 | val_loss: 0.0311786 | Time: 3503.73 ms [2021-10-01 11:59:33 main:574] : INFO : Epoch 1802 | loss: 0.031177 | val_loss: 0.0311799 | Time: 3481.87 ms [2021-10-01 11:59:37 main:574] : INFO : Epoch 1803 | loss: 0.0311767 | val_loss: 0.031179 | Time: 3488.59 ms [2021-10-01 11:59:40 main:574] : INFO : Epoch 1804 | loss: 0.0311765 | val_loss: 0.0311781 | Time: 3522.48 ms [2021-10-01 11:59:44 main:574] : INFO : Epoch 1805 | loss: 0.0311744 | val_loss: 0.0311793 | Time: 3492.83 ms [2021-10-01 11:59:47 main:574] : INFO : Epoch 1806 | loss: 0.0311768 | val_loss: 0.0311826 | Time: 3504.59 ms [2021-10-01 11:59:51 main:574] : INFO : Epoch 1807 | loss: 0.0311773 | val_loss: 0.031182 | Time: 3502.01 ms [2021-10-01 11:59:54 main:574] : INFO : Epoch 1808 | loss: 0.0311747 | val_loss: 0.0311793 | Time: 3485.1 ms [2021-10-01 11:59:58 main:574] : INFO : Epoch 1809 | loss: 0.0311745 | val_loss: 0.031179 | Time: 3477.68 ms [2021-10-01 12:00:01 main:574] : INFO : Epoch 1810 | loss: 0.031175 | val_loss: 0.0311797 | Time: 3470.53 ms [2021-10-01 12:00:05 main:574] : INFO : Epoch 1811 | loss: 0.0311749 | val_loss: 0.03118 | Time: 3486.48 ms [2021-10-01 12:00:08 main:574] : INFO : Epoch 1812 | loss: 0.0311753 | val_loss: 0.0311789 | Time: 3488.07 ms [2021-10-01 12:00:12 main:574] : INFO : Epoch 1813 | loss: 0.0311765 | val_loss: 0.0311786 | Time: 3501.28 ms [2021-10-01 12:00:15 main:574] : INFO : Epoch 1814 | loss: 0.0311764 | val_loss: 0.0311783 | Time: 3483.7 ms [2021-10-01 12:00:19 main:574] : INFO : Epoch 1815 | loss: 0.0311739 | val_loss: 0.0311786 | Time: 3470.78 ms [2021-10-01 12:00:22 main:574] : INFO : Epoch 1816 | loss: 0.0311761 | val_loss: 0.031194 | Time: 3473.24 ms [2021-10-01 12:00:26 main:574] : INFO : Epoch 1817 | loss: 0.031177 | val_loss: 0.0311846 | Time: 3485.24 ms [2021-10-01 12:00:29 main:574] : INFO : Epoch 1818 | loss: 0.0311764 | val_loss: 0.0311781 | Time: 3485.74 ms [2021-10-01 12:00:33 main:574] : INFO : Epoch 1819 | loss: 0.0311758 | val_loss: 0.0311804 | Time: 3497.57 ms [2021-10-01 12:00:36 main:574] : INFO : Epoch 1820 | loss: 0.0311754 | val_loss: 0.0311816 | Time: 3478.56 ms [2021-10-01 12:00:40 main:574] : INFO : Epoch 1821 | loss: 0.0311736 | val_loss: 0.0311791 | Time: 3467.71 ms [2021-10-01 12:00:43 main:574] : INFO : Epoch 1822 | loss: 0.0311729 | val_loss: 0.0311784 | Time: 3480.92 ms [2021-10-01 12:00:47 main:574] : INFO : Epoch 1823 | loss: 0.0311757 | val_loss: 0.0311997 | Time: 3461.92 ms [2021-10-01 12:00:50 main:574] : INFO : Epoch 1824 | loss: 0.0311907 | val_loss: 0.0311879 | Time: 3493.92 ms [2021-10-01 12:00:54 main:574] : INFO : Epoch 1825 | loss: 0.03118 | val_loss: 0.0311803 | Time: 3490.38 ms [2021-10-01 12:00:57 main:574] : INFO : Epoch 1826 | loss: 0.0311795 | val_loss: 0.031182 | Time: 3463.19 ms [2021-10-01 12:01:01 main:574] : INFO : Epoch 1827 | loss: 0.0311805 | val_loss: 0.031182 | Time: 3477.06 ms [2021-10-01 12:01:04 main:574] : INFO : Epoch 1828 | loss: 0.0311792 | val_loss: 0.0311791 | Time: 3476.43 ms [2021-10-01 12:01:08 main:574] : INFO : Epoch 1829 | loss: 0.0311774 | val_loss: 0.0311837 | Time: 3473.05 ms [2021-10-01 12:01:11 main:574] : INFO : Epoch 1830 | loss: 0.0311791 | val_loss: 0.031181 | Time: 3481.15 ms [2021-10-01 12:01:15 main:574] : INFO : Epoch 1831 | loss: 0.031176 | val_loss: 0.0311794 | Time: 3505.99 ms [2021-10-01 12:01:18 main:574] : INFO : Epoch 1832 | loss: 0.0311822 | val_loss: 0.0312006 | Time: 3497.9 ms [2021-10-01 12:01:22 main:574] : INFO : Epoch 1833 | loss: 0.031181 | val_loss: 0.0311801 | Time: 3519.19 ms [2021-10-01 12:01:25 main:574] : INFO : Epoch 1834 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 3502.41 ms [2021-10-01 12:01:29 main:574] : INFO : Epoch 1835 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 3485.43 ms [2021-10-01 12:01:32 main:574] : INFO : Epoch 1836 | loss: 0.0311754 | val_loss: 0.0311784 | Time: 3478.46 ms [2021-10-01 12:01:36 main:574] : INFO : Epoch 1837 | loss: 0.0311748 | val_loss: 0.0311802 | Time: 3488.62 ms [2021-10-01 12:01:39 main:574] : INFO : Epoch 1838 | loss: 0.0311746 | val_loss: 0.0311792 | Time: 3488.11 ms [2021-10-01 12:01:43 main:574] : INFO : Epoch 1839 | loss: 0.0311743 | val_loss: 0.0311797 | Time: 3503.86 ms [2021-10-01 12:01:46 main:574] : INFO : Epoch 1840 | loss: 0.0311745 | val_loss: 0.0311807 | Time: 3489.25 ms [2021-10-01 12:01:50 main:574] : INFO : Epoch 1841 | loss: 0.0311748 | val_loss: 0.0311861 | Time: 3502.31 ms [2021-10-01 12:01:53 main:574] : INFO : Epoch 1842 | loss: 0.0311777 | val_loss: 0.0311883 | Time: 3494.62 ms [2021-10-01 12:01:57 main:574] : INFO : Epoch 1843 | loss: 0.0311788 | val_loss: 0.0311798 | Time: 3488.34 ms [2021-10-01 12:02:00 main:574] : INFO : Epoch 1844 | loss: 0.0311739 | val_loss: 0.0311791 | Time: 3492.71 ms [2021-10-01 12:02:04 main:574] : INFO : Epoch 1845 | loss: 0.0311744 | val_loss: 0.0311846 | Time: 3508.17 ms [2021-10-01 12:02:07 main:574] : INFO : Epoch 1846 | loss: 0.031181 | val_loss: 0.0311907 | Time: 3491.63 ms [2021-10-01 12:02:11 main:574] : INFO : Epoch 1847 | loss: 0.0311791 | val_loss: 0.0311813 | Time: 3517.25 ms [2021-10-01 12:02:14 main:574] : INFO : Epoch 1848 | loss: 0.031177 | val_loss: 0.0311789 | Time: 3509.78 ms [2021-10-01 12:02:18 main:574] : INFO : Epoch 1849 | loss: 0.0311752 | val_loss: 0.0311792 | Time: 3515.93 ms [2021-10-01 12:02:21 main:574] : INFO : Epoch 1850 | loss: 0.0311748 | val_loss: 0.0311781 | Time: 3519.45 ms [2021-10-01 12:02:25 main:574] : INFO : Epoch 1851 | loss: 0.0311779 | val_loss: 0.0311804 | Time: 3509.88 ms [2021-10-01 12:02:28 main:574] : INFO : Epoch 1852 | loss: 0.0311758 | val_loss: 0.0311796 | Time: 3479.65 ms [2021-10-01 12:02:32 main:574] : INFO : Epoch 1853 | loss: 0.0311738 | val_loss: 0.0311793 | Time: 3511.55 ms [2021-10-01 12:02:35 main:574] : INFO : Epoch 1854 | loss: 0.0311764 | val_loss: 0.031188 | Time: 3495.99 ms [2021-10-01 12:02:39 main:574] : INFO : Epoch 1855 | loss: 0.0311789 | val_loss: 0.0311866 | Time: 3504.71 ms [2021-10-01 12:02:42 main:574] : INFO : Epoch 1856 | loss: 0.0311806 | val_loss: 0.0311819 | Time: 3510.15 ms [2021-10-01 12:02:46 main:574] : INFO : Epoch 1857 | loss: 0.0311759 | val_loss: 0.031179 | Time: 3503.99 ms [2021-10-01 12:02:49 main:574] : INFO : Epoch 1858 | loss: 0.0311757 | val_loss: 0.0311788 | Time: 3506.9 ms [2021-10-01 12:02:53 main:574] : INFO : Epoch 1859 | loss: 0.0311753 | val_loss: 0.0311784 | Time: 3519.84 ms [2021-10-01 12:02:56 main:574] : INFO : Epoch 1860 | loss: 0.0311751 | val_loss: 0.0311869 | Time: 3532.16 ms [2021-10-01 12:03:00 main:574] : INFO : Epoch 1861 | loss: 0.0311808 | val_loss: 0.0311863 | Time: 3511.35 ms [2021-10-01 12:03:03 main:574] : INFO : Epoch 1862 | loss: 0.0311828 | val_loss: 0.0311802 | Time: 3519.83 ms [2021-10-01 12:03:07 main:574] : INFO : Epoch 1863 | loss: 0.0311793 | val_loss: 0.0311836 | Time: 3519.73 ms [2021-10-01 12:03:10 main:574] : INFO : Epoch 1864 | loss: 0.0311773 | val_loss: 0.0311824 | Time: 3523.61 ms [2021-10-01 12:03:14 main:574] : INFO : Epoch 1865 | loss: 0.0311809 | val_loss: 0.0311918 | Time: 3506.69 ms [2021-10-01 12:03:17 main:574] : INFO : Epoch 1866 | loss: 0.0311775 | val_loss: 0.0311804 | Time: 3532.96 ms [2021-10-01 12:03:21 main:574] : INFO : Epoch 1867 | loss: 0.0311736 | val_loss: 0.0311817 | Time: 3520.66 ms [2021-10-01 12:03:24 main:574] : INFO : Epoch 1868 | loss: 0.0311741 | val_loss: 0.0311853 | Time: 3482.75 ms [2021-10-01 12:03:28 main:574] : INFO : Epoch 1869 | loss: 0.0311745 | val_loss: 0.0311825 | Time: 3514.71 ms [2021-10-01 12:03:31 main:574] : INFO : Epoch 1870 | loss: 0.031178 | val_loss: 0.0311792 | Time: 3508.74 ms [2021-10-01 12:03:35 main:574] : INFO : Epoch 1871 | loss: 0.0311828 | val_loss: 0.0312001 | Time: 3500.08 ms [2021-10-01 12:03:38 main:574] : INFO : Epoch 1872 | loss: 0.0311767 | val_loss: 0.0311778 | Time: 3506.29 ms [2021-10-01 12:03:42 main:574] : INFO : Epoch 1873 | loss: 0.0311735 | val_loss: 0.0311787 | Time: 3510.34 ms [2021-10-01 12:03:46 main:574] : INFO : Epoch 1874 | loss: 0.0311733 | val_loss: 0.0311821 | Time: 3520.58 ms [2021-10-01 12:03:49 main:574] : INFO : Epoch 1875 | loss: 0.0311742 | val_loss: 0.0311774 | Time: 3487.62 ms [2021-10-01 12:03:53 main:574] : INFO : Epoch 1876 | loss: 0.031172 | val_loss: 0.0311799 | Time: 3499.43 ms [2021-10-01 12:03:56 main:574] : INFO : Epoch 1877 | loss: 0.0311764 | val_loss: 0.0311789 | Time: 3507.86 ms [2021-10-01 12:04:00 main:574] : INFO : Epoch 1878 | loss: 0.0311765 | val_loss: 0.0311835 | Time: 3481.2 ms [2021-10-01 12:04:03 main:574] : INFO : Epoch 1879 | loss: 0.0311784 | val_loss: 0.0311852 | Time: 3508.69 ms [2021-10-01 12:04:07 main:574] : INFO : Epoch 1880 | loss: 0.0311785 | val_loss: 0.0311819 | Time: 3502.74 ms [2021-10-01 12:04:10 main:574] : INFO : Epoch 1881 | loss: 0.0311754 | val_loss: 0.0311792 | Time: 3510.82 ms [2021-10-01 12:04:14 main:574] : INFO : Epoch 1882 | loss: 0.0311756 | val_loss: 0.031178 | Time: 3481.86 ms [2021-10-01 12:04:17 main:574] : INFO : Epoch 1883 | loss: 0.0311766 | val_loss: 0.0311807 | Time: 3501.19 ms [2021-10-01 12:04:21 main:574] : INFO : Epoch 1884 | loss: 0.0311755 | val_loss: 0.0311808 | Time: 3489.2 ms [2021-10-01 12:04:24 main:574] : INFO : Epoch 1885 | loss: 0.0311774 | val_loss: 0.0311821 | Time: 3487.73 ms [2021-10-01 12:04:27 main:574] : INFO : Epoch 1886 | loss: 0.0311759 | val_loss: 0.0311788 | Time: 3482.01 ms [2021-10-01 12:04:31 main:574] : INFO : Epoch 1887 | loss: 0.0311759 | val_loss: 0.0311812 | Time: 3481.07 ms [2021-10-01 12:04:35 main:574] : INFO : Epoch 1888 | loss: 0.0311741 | val_loss: 0.0311795 | Time: 3518.76 ms [2021-10-01 12:04:38 main:574] : INFO : Epoch 1889 | loss: 0.0311749 | val_loss: 0.0311788 | Time: 3506.21 ms [2021-10-01 12:04:42 main:574] : INFO : Epoch 1890 | loss: 0.0311735 | val_loss: 0.031181 | Time: 3499.84 ms [2021-10-01 12:04:45 main:574] : INFO : Epoch 1891 | loss: 0.0311739 | val_loss: 0.0311788 | Time: 3492.06 ms [2021-10-01 12:04:49 main:574] : INFO : Epoch 1892 | loss: 0.0311769 | val_loss: 0.0311808 | Time: 3488.1 ms [2021-10-01 12:04:52 main:574] : INFO : Epoch 1893 | loss: 0.0311751 | val_loss: 0.0311792 | Time: 3467.4 ms [2021-10-01 12:04:55 main:574] : INFO : Epoch 1894 | loss: 0.0311717 | val_loss: 0.0311791 | Time: 3500.22 ms [2021-10-01 12:04:59 main:574] : INFO : Epoch 1895 | loss: 0.0311748 | val_loss: 0.031181 | Time: 3492.46 ms [2021-10-01 12:05:02 main:574] : INFO : Epoch 1896 | loss: 0.0311729 | val_loss: 0.0311788 | Time: 3502.69 ms [2021-10-01 12:05:06 main:574] : INFO : Epoch 1897 | loss: 0.0311747 | val_loss: 0.0311911 | Time: 3465.7 ms [2021-10-01 12:05:09 main:574] : INFO : Epoch 1898 | loss: 0.0311759 | val_loss: 0.0311803 | Time: 3500.18 ms [2021-10-01 12:05:13 main:574] : INFO : Epoch 1899 | loss: 0.0311728 | val_loss: 0.0311826 | Time: 3507.47 ms [2021-10-01 12:05:16 main:574] : INFO : Epoch 1900 | loss: 0.0311731 | val_loss: 0.0311888 | Time: 3521.65 ms [2021-10-01 12:05:20 main:574] : INFO : Epoch 1901 | loss: 0.03118 | val_loss: 0.0311804 | Time: 3499.1 ms [2021-10-01 12:05:24 main:574] : INFO : Epoch 1902 | loss: 0.0311803 | val_loss: 0.0311792 | Time: 3510.38 ms [2021-10-01 12:05:27 main:574] : INFO : Epoch 1903 | loss: 0.0311777 | val_loss: 0.0311822 | Time: 3475.97 ms [2021-10-01 12:05:30 main:574] : INFO : Epoch 1904 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 3486.19 ms [2021-10-01 12:05:34 main:574] : INFO : Epoch 1905 | loss: 0.0311732 | val_loss: 0.0311791 | Time: 3485.99 ms [2021-10-01 12:05:37 main:574] : INFO : Epoch 1906 | loss: 0.0311742 | val_loss: 0.0311789 | Time: 3481.43 ms [2021-10-01 12:05:41 main:574] : INFO : Epoch 1907 | loss: 0.0311783 | val_loss: 0.0311915 | Time: 3498.04 ms [2021-10-01 12:05:44 main:574] : INFO : Epoch 1908 | loss: 0.0311773 | val_loss: 0.0311803 | Time: 3466.99 ms [2021-10-01 12:05:48 main:574] : INFO : Epoch 1909 | loss: 0.0311725 | val_loss: 0.0311805 | Time: 3485.86 ms [2021-10-01 12:05:51 main:574] : INFO : Epoch 1910 | loss: 0.0311728 | val_loss: 0.0311808 | Time: 3488.39 ms [2021-10-01 12:05:55 main:574] : INFO : Epoch 1911 | loss: 0.0311716 | val_loss: 0.0311795 | Time: 3488.11 ms [2021-10-01 12:05:58 main:574] : INFO : Epoch 1912 | loss: 0.0311718 | val_loss: 0.0311807 | Time: 3488.87 ms [2021-10-01 12:06:02 main:574] : INFO : Epoch 1913 | loss: 0.0311716 | val_loss: 0.0311803 | Time: 3549.98 ms [2021-10-01 12:06:05 main:574] : INFO : Epoch 1914 | loss: 0.0311718 | val_loss: 0.0311797 | Time: 3498.9 ms [2021-10-01 12:06:09 main:574] : INFO : Epoch 1915 | loss: 0.0311714 | val_loss: 0.0311794 | Time: 3513.48 ms [2021-10-01 12:06:12 main:574] : INFO : Epoch 1916 | loss: 0.0311708 | val_loss: 0.0311785 | Time: 3475.28 ms [2021-10-01 12:06:16 main:574] : INFO : Epoch 1917 | loss: 0.0311722 | val_loss: 0.0311774 | Time: 3497.18 ms [2021-10-01 12:06:19 main:574] : INFO : Epoch 1918 | loss: 0.0311723 | val_loss: 0.0311788 | Time: 3483.98 ms [2021-10-01 12:06:23 main:574] : INFO : Epoch 1919 | loss: 0.0311708 | val_loss: 0.0311786 | Time: 3500.86 ms [2021-10-01 12:06:26 main:574] : INFO : Epoch 1920 | loss: 0.0311706 | val_loss: 0.0311774 | Time: 3539.01 ms [2021-10-01 12:06:30 main:574] : INFO : Epoch 1921 | loss: 0.0311743 | val_loss: 0.0311785 | Time: 3502.45 ms [2021-10-01 12:06:34 main:574] : INFO : Epoch 1922 | loss: 0.0311709 | val_loss: 0.031184 | Time: 3530.4 ms [2021-10-01 12:06:37 main:574] : INFO : Epoch 1923 | loss: 0.0311711 | val_loss: 0.0311864 | Time: 3518.49 ms [2021-10-01 12:06:41 main:574] : INFO : Epoch 1924 | loss: 0.031174 | val_loss: 0.0311778 | Time: 3520.38 ms [2021-10-01 12:06:44 main:574] : INFO : Epoch 1925 | loss: 0.0311719 | val_loss: 0.0311808 | Time: 3508.26 ms [2021-10-01 12:06:48 main:574] : INFO : Epoch 1926 | loss: 0.0311699 | val_loss: 0.0311782 | Time: 3508.18 ms [2021-10-01 12:06:51 main:574] : INFO : Epoch 1927 | loss: 0.0311704 | val_loss: 0.0311801 | Time: 3502.18 ms [2021-10-01 12:06:55 main:574] : INFO : Epoch 1928 | loss: 0.0311729 | val_loss: 0.0311795 | Time: 3527.01 ms [2021-10-01 12:06:58 main:574] : INFO : Epoch 1929 | loss: 0.0311721 | val_loss: 0.0311817 | Time: 3504.9 ms [2021-10-01 12:07:02 main:574] : INFO : Epoch 1930 | loss: 0.0311732 | val_loss: 0.0311788 | Time: 3512.19 ms [2021-10-01 12:07:05 main:574] : INFO : Epoch 1931 | loss: 0.0311705 | val_loss: 0.0311792 | Time: 3527.69 ms [2021-10-01 12:07:09 main:574] : INFO : Epoch 1932 | loss: 0.0311735 | val_loss: 0.0311789 | Time: 3496.78 ms [2021-10-01 12:07:12 main:574] : INFO : Epoch 1933 | loss: 0.0311713 | val_loss: 0.0311805 | Time: 3496.47 ms [2021-10-01 12:07:16 main:574] : INFO : Epoch 1934 | loss: 0.0311707 | val_loss: 0.0311784 | Time: 3492.49 ms [2021-10-01 12:07:19 main:574] : INFO : Epoch 1935 | loss: 0.031169 | val_loss: 0.0311777 | Time: 3516.03 ms [2021-10-01 12:07:23 main:574] : INFO : Epoch 1936 | loss: 0.0311691 | val_loss: 0.0311792 | Time: 3493.58 ms [2021-10-01 12:07:26 main:574] : INFO : Epoch 1937 | loss: 0.0311693 | val_loss: 0.0311798 | Time: 3500.61 ms [2021-10-01 12:07:30 main:574] : INFO : Epoch 1938 | loss: 0.0311703 | val_loss: 0.0311785 | Time: 3507.87 ms [2021-10-01 12:07:33 main:574] : INFO : Epoch 1939 | loss: 0.0311785 | val_loss: 0.0311803 | Time: 3500.61 ms [2021-10-01 12:07:37 main:574] : INFO : Epoch 1940 | loss: 0.0311774 | val_loss: 0.0311769 | Time: 3511.39 ms [2021-10-01 12:07:40 main:574] : INFO : Epoch 1941 | loss: 0.0311742 | val_loss: 0.0311762 | Time: 3530.92 ms [2021-10-01 12:07:44 main:574] : INFO : Epoch 1942 | loss: 0.0311744 | val_loss: 0.031183 | Time: 3501.52 ms [2021-10-01 12:07:47 main:574] : INFO : Epoch 1943 | loss: 0.0311765 | val_loss: 0.0311897 | Time: 3496.07 ms [2021-10-01 12:07:51 main:574] : INFO : Epoch 1944 | loss: 0.0311767 | val_loss: 0.0311864 | Time: 3513.85 ms [2021-10-01 12:07:54 main:574] : INFO : Epoch 1945 | loss: 0.0311774 | val_loss: 0.0311782 | Time: 3510.22 ms [2021-10-01 12:07:58 main:574] : INFO : Epoch 1946 | loss: 0.0311775 | val_loss: 0.0311773 | Time: 3480.75 ms [2021-10-01 12:08:01 main:574] : INFO : Epoch 1947 | loss: 0.0311742 | val_loss: 0.0311758 | Time: 3514.97 ms [2021-10-01 12:08:05 main:574] : INFO : Epoch 1948 | loss: 0.0311717 | val_loss: 0.0311784 | Time: 3505.96 ms [2021-10-01 12:08:08 main:574] : INFO : Epoch 1949 | loss: 0.0311721 | val_loss: 0.0311794 | Time: 3493.7 ms [2021-10-01 12:08:12 main:574] : INFO : Epoch 1950 | loss: 0.0311731 | val_loss: 0.0311751 | Time: 3497.49 ms [2021-10-01 12:08:15 main:574] : INFO : Epoch 1951 | loss: 0.0311729 | val_loss: 0.0311766 | Time: 3497.4 ms [2021-10-01 12:08:19 main:574] : INFO : Epoch 1952 | loss: 0.0311732 | val_loss: 0.0311753 | Time: 3517.34 ms [2021-10-01 12:08:22 main:574] : INFO : Epoch 1953 | loss: 0.0311712 | val_loss: 0.0311751 | Time: 3497.59 ms [2021-10-01 12:08:26 main:574] : INFO : Epoch 1954 | loss: 0.0311711 | val_loss: 0.0311753 | Time: 3526.92 ms [2021-10-01 12:08:29 main:574] : INFO : Epoch 1955 | loss: 0.0311721 | val_loss: 0.0311816 | Time: 3496.84 ms [2021-10-01 12:08:33 main:574] : INFO : Epoch 1956 | loss: 0.0311736 | val_loss: 0.031177 | Time: 3482.38 ms [2021-10-01 12:08:36 main:574] : INFO : Epoch 1957 | loss: 0.0311722 | val_loss: 0.0311783 | Time: 3496.69 ms [2021-10-01 12:08:40 main:574] : INFO : Epoch 1958 | loss: 0.0311717 | val_loss: 0.0311759 | Time: 3512.57 ms [2021-10-01 12:08:43 main:574] : INFO : Epoch 1959 | loss: 0.0311721 | val_loss: 0.0311775 | Time: 3488.97 ms [2021-10-01 12:08:47 main:574] : INFO : Epoch 1960 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 3506.95 ms [2021-10-01 12:08:50 main:574] : INFO : Epoch 1961 | loss: 0.0311744 | val_loss: 0.0311785 | Time: 3507.82 ms [2021-10-01 12:08:54 main:574] : INFO : Epoch 1962 | loss: 0.031178 | val_loss: 0.0311949 | Time: 3471.13 ms [2021-10-01 12:08:57 main:574] : INFO : Epoch 1963 | loss: 0.0311777 | val_loss: 0.0311814 | Time: 3492.81 ms [2021-10-01 12:09:01 main:574] : INFO : Epoch 1964 | loss: 0.0311723 | val_loss: 0.0311808 | Time: 3512.55 ms [2021-10-01 12:09:04 main:574] : INFO : Epoch 1965 | loss: 0.0311709 | val_loss: 0.0311796 | Time: 3474.15 ms [2021-10-01 12:09:08 main:574] : INFO : Epoch 1966 | loss: 0.0311738 | val_loss: 0.0311786 | Time: 3524.43 ms [2021-10-01 12:09:11 main:574] : INFO : Epoch 1967 | loss: 0.031177 | val_loss: 0.0311767 | Time: 3485.15 ms [2021-10-01 12:09:15 main:574] : INFO : Epoch 1968 | loss: 0.0311698 | val_loss: 0.0311792 | Time: 3483.98 ms [2021-10-01 12:09:18 main:574] : INFO : Epoch 1969 | loss: 0.0311695 | val_loss: 0.0311785 | Time: 3470.58 ms [2021-10-01 12:09:22 main:574] : INFO : Epoch 1970 | loss: 0.0311695 | val_loss: 0.0311766 | Time: 3475.21 ms [2021-10-01 12:09:25 main:574] : INFO : Epoch 1971 | loss: 0.0311682 | val_loss: 0.0311774 | Time: 3484.98 ms [2021-10-01 12:09:29 main:574] : INFO : Epoch 1972 | loss: 0.0311686 | val_loss: 0.0311798 | Time: 3474.99 ms [2021-10-01 12:09:32 main:574] : INFO : Epoch 1973 | loss: 0.0311703 | val_loss: 0.0311764 | Time: 3505.55 ms [2021-10-01 12:09:36 main:574] : INFO : Epoch 1974 | loss: 0.0311697 | val_loss: 0.031183 | Time: 3517.34 ms [2021-10-01 12:09:39 main:574] : INFO : Epoch 1975 | loss: 0.0311706 | val_loss: 0.0311776 | Time: 3486.72 ms [2021-10-01 12:09:43 main:574] : INFO : Epoch 1976 | loss: 0.0311684 | val_loss: 0.0311784 | Time: 3500.6 ms [2021-10-01 12:09:46 main:574] : INFO : Epoch 1977 | loss: 0.0311685 | val_loss: 0.0311776 | Time: 3489.43 ms [2021-10-01 12:09:50 main:574] : INFO : Epoch 1978 | loss: 0.0311717 | val_loss: 0.0311804 | Time: 3491.51 ms [2021-10-01 12:09:53 main:574] : INFO : Epoch 1979 | loss: 0.0311711 | val_loss: 0.0311769 | Time: 3487.21 ms [2021-10-01 12:09:57 main:574] : INFO : Epoch 1980 | loss: 0.0311706 | val_loss: 0.0311775 | Time: 3518.41 ms [2021-10-01 12:10:00 main:574] : INFO : Epoch 1981 | loss: 0.0311686 | val_loss: 0.0311782 | Time: 3484.71 ms [2021-10-01 12:10:04 main:574] : INFO : Epoch 1982 | loss: 0.0311675 | val_loss: 0.0311787 | Time: 3468.71 ms [2021-10-01 12:10:07 main:574] : INFO : Epoch 1983 | loss: 0.0311687 | val_loss: 0.0311801 | Time: 3498.48 ms [2021-10-01 12:10:11 main:574] : INFO : Epoch 1984 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 3519.93 ms [2021-10-01 12:10:14 main:574] : INFO : Epoch 1985 | loss: 0.0311703 | val_loss: 0.0311831 | Time: 3473.34 ms [2021-10-01 12:10:18 main:574] : INFO : Epoch 1986 | loss: 0.0311677 | val_loss: 0.0311785 | Time: 3494.78 ms [2021-10-01 12:10:21 main:574] : INFO : Epoch 1987 | loss: 0.0311678 | val_loss: 0.0311799 | Time: 3486.22 ms [2021-10-01 12:10:25 main:574] : INFO : Epoch 1988 | loss: 0.0311695 | val_loss: 0.0311812 | Time: 3496.45 ms [2021-10-01 12:10:28 main:574] : INFO : Epoch 1989 | loss: 0.0311682 | val_loss: 0.0311769 | Time: 3486.52 ms [2021-10-01 12:10:32 main:574] : INFO : Epoch 1990 | loss: 0.0311665 | val_loss: 0.0311764 | Time: 3484.01 ms [2021-10-01 12:10:35 main:574] : INFO : Epoch 1991 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 3471.28 ms [2021-10-01 12:10:39 main:574] : INFO : Epoch 1992 | loss: 0.031167 | val_loss: 0.0311787 | Time: 3482.53 ms [2021-10-01 12:10:42 main:574] : INFO : Epoch 1993 | loss: 0.0311667 | val_loss: 0.0311775 | Time: 3493.29 ms [2021-10-01 12:10:46 main:574] : INFO : Epoch 1994 | loss: 0.0311681 | val_loss: 0.0311816 | Time: 3495.4 ms [2021-10-01 12:10:49 main:574] : INFO : Epoch 1995 | loss: 0.0311694 | val_loss: 0.0311776 | Time: 3500.37 ms [2021-10-01 12:10:53 main:574] : INFO : Epoch 1996 | loss: 0.0311679 | val_loss: 0.0311757 | Time: 3473.98 ms [2021-10-01 12:10:56 main:574] : INFO : Epoch 1997 | loss: 0.0311673 | val_loss: 0.0311777 | Time: 3484.76 ms [2021-10-01 12:11:00 main:574] : INFO : Epoch 1998 | loss: 0.0311665 | val_loss: 0.0311781 | Time: 3487.74 ms [2021-10-01 12:11:03 main:574] : INFO : Epoch 1999 | loss: 0.0311669 | val_loss: 0.0311783 | Time: 3493.98 ms [2021-10-01 12:11:07 main:574] : INFO : Epoch 2000 | loss: 0.0311674 | val_loss: 0.0311808 | Time: 3481.14 ms [2021-10-01 12:11:10 main:574] : INFO : Epoch 2001 | loss: 0.0311678 | val_loss: 0.0311782 | Time: 3505.94 ms [2021-10-01 12:11:14 main:574] : INFO : Epoch 2002 | loss: 0.0311672 | val_loss: 0.0311785 | Time: 3517.74 ms [2021-10-01 12:11:17 main:574] : INFO : Epoch 2003 | loss: 0.0311678 | val_loss: 0.0311838 | Time: 3479.83 ms [2021-10-01 12:11:21 main:574] : INFO : Epoch 2004 | loss: 0.0311707 | val_loss: 0.0311776 | Time: 3475.32 ms [2021-10-01 12:11:24 main:574] : INFO : Epoch 2005 | loss: 0.0311689 | val_loss: 0.0311815 | Time: 3496.19 ms [2021-10-01 12:11:28 main:574] : INFO : Epoch 2006 | loss: 0.0311698 | val_loss: 0.0311774 | Time: 3470.15 ms [2021-10-01 12:11:31 main:574] : INFO : Epoch 2007 | loss: 0.0311682 | val_loss: 0.0311767 | Time: 3477.31 ms [2021-10-01 12:11:35 main:574] : INFO : Epoch 2008 | loss: 0.0311689 | val_loss: 0.0311777 | Time: 3471.89 ms [2021-10-01 12:11:38 main:574] : INFO : Epoch 2009 | loss: 0.0311703 | val_loss: 0.0311776 | Time: 3472.33 ms [2021-10-01 12:11:42 main:574] : INFO : Epoch 2010 | loss: 0.0311734 | val_loss: 0.031189 | Time: 3498.06 ms [2021-10-01 12:11:45 main:574] : INFO : Epoch 2011 | loss: 0.0312024 | val_loss: 0.0312318 | Time: 3453.68 ms [2021-10-01 12:11:49 main:574] : INFO : Epoch 2012 | loss: 0.0313937 | val_loss: 0.032724 | Time: 3478.88 ms [2021-10-01 12:11:52 main:574] : INFO : Epoch 2013 | loss: 0.0342263 | val_loss: 0.0319991 | Time: 3487.54 ms [2021-10-01 12:11:55 main:574] : INFO : Epoch 2014 | loss: 0.0364347 | val_loss: 0.0323011 | Time: 3474.75 ms [2021-10-01 12:11:59 main:574] : INFO : Epoch 2015 | loss: 0.0317115 | val_loss: 0.0314775 | Time: 3457.75 ms [2021-10-01 12:12:02 main:574] : INFO : Epoch 2016 | loss: 0.0313257 | val_loss: 0.0312858 | Time: 3483.96 ms [2021-10-01 12:12:06 main:574] : INFO : Epoch 2017 | loss: 0.0312647 | val_loss: 0.0312573 | Time: 3474.79 ms [2021-10-01 12:12:09 main:574] : INFO : Epoch 2018 | loss: 0.0312533 | val_loss: 0.0312489 | Time: 3465.44 ms [2021-10-01 12:12:13 main:574] : INFO : Epoch 2019 | loss: 0.0312465 | val_loss: 0.0312422 | Time: 3492.56 ms [2021-10-01 12:12:16 main:574] : INFO : Epoch 2020 | loss: 0.0312385 | val_loss: 0.0312312 | Time: 3508.96 ms [2021-10-01 12:12:20 main:574] : INFO : Epoch 2021 | loss: 0.0312271 | val_loss: 0.0312173 | Time: 3490.28 ms [2021-10-01 12:12:23 main:574] : INFO : Epoch 2022 | loss: 0.031214 | val_loss: 0.0312059 | Time: 3493.05 ms [2021-10-01 12:12:27 main:574] : INFO : Epoch 2023 | loss: 0.0312047 | val_loss: 0.0311989 | Time: 3491.61 ms [2021-10-01 12:12:30 main:574] : INFO : Epoch 2024 | loss: 0.0311987 | val_loss: 0.0311938 | Time: 3521.53 ms [2021-10-01 12:12:34 main:574] : INFO : Epoch 2025 | loss: 0.0311942 | val_loss: 0.0311919 | Time: 3503.2 ms [2021-10-01 12:12:37 main:574] : INFO : Epoch 2026 | loss: 0.0311932 | val_loss: 0.0311956 | Time: 3490.7 ms [2021-10-01 12:12:41 main:574] : INFO : Epoch 2027 | loss: 0.0311961 | val_loss: 0.0311904 | Time: 3512.02 ms [2021-10-01 12:12:44 main:574] : INFO : Epoch 2028 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 3501.13 ms [2021-10-01 12:12:48 main:574] : INFO : Epoch 2029 | loss: 0.0311902 | val_loss: 0.0311886 | Time: 3505.45 ms [2021-10-01 12:12:51 main:574] : INFO : Epoch 2030 | loss: 0.0311884 | val_loss: 0.0311883 | Time: 3487.47 ms [2021-10-01 12:12:55 main:574] : INFO : Epoch 2031 | loss: 0.031189 | val_loss: 0.0311979 | Time: 3507.5 ms [2021-10-01 12:12:58 main:574] : INFO : Epoch 2032 | loss: 0.0311928 | val_loss: 0.031188 | Time: 3503.61 ms [2021-10-01 12:13:02 main:574] : INFO : Epoch 2033 | loss: 0.0311898 | val_loss: 0.0311897 | Time: 3516.14 ms [2021-10-01 12:13:05 main:574] : INFO : Epoch 2034 | loss: 0.0311891 | val_loss: 0.0311895 | Time: 3497.71 ms [2021-10-01 12:13:09 main:574] : INFO : Epoch 2035 | loss: 0.0311885 | val_loss: 0.0311859 | Time: 3501.23 ms [2021-10-01 12:13:12 main:574] : INFO : Epoch 2036 | loss: 0.031188 | val_loss: 0.0311868 | Time: 3485 ms [2021-10-01 12:13:16 main:574] : INFO : Epoch 2037 | loss: 0.0311872 | val_loss: 0.031187 | Time: 3483.39 ms [2021-10-01 12:13:19 main:574] : INFO : Epoch 2038 | loss: 0.0311861 | val_loss: 0.0311861 | Time: 3478.8 ms [2021-10-01 12:13:23 main:574] : INFO : Epoch 2039 | loss: 0.0311861 | val_loss: 0.0311849 | Time: 3496.95 ms [2021-10-01 12:13:26 main:574] : INFO : Epoch 2040 | loss: 0.0311855 | val_loss: 0.0311853 | Time: 3477.6 ms [2021-10-01 12:13:30 main:574] : INFO : Epoch 2041 | loss: 0.0311862 | val_loss: 0.0311892 | Time: 3496.78 ms [2021-10-01 12:13:33 main:574] : INFO : Epoch 2042 | loss: 0.0311856 | val_loss: 0.0311853 | Time: 3492.47 ms [2021-10-01 12:13:37 main:574] : INFO : Epoch 2043 | loss: 0.0311848 | val_loss: 0.0311854 | Time: 3489.8 ms [2021-10-01 12:13:40 main:574] : INFO : Epoch 2044 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 3477.46 ms [2021-10-01 12:13:44 main:574] : INFO : Epoch 2045 | loss: 0.0311838 | val_loss: 0.0311853 | Time: 3481.58 ms [2021-10-01 12:13:47 main:574] : INFO : Epoch 2046 | loss: 0.0311842 | val_loss: 0.0311856 | Time: 3482.94 ms [2021-10-01 12:13:51 main:574] : INFO : Epoch 2047 | loss: 0.0311835 | val_loss: 0.031185 | Time: 3500.43 ms [2021-10-01 12:13:54 main:574] : INFO : Epoch 2048 | loss: 0.0311829 | val_loss: 0.0311851 | Time: 3514.29 ms [2021-10-01 12:13:54 main:597] : INFO : Saving trained model to model-final.pt, val_loss 0.0311851 [2021-10-01 12:13:54 main:603] : INFO : Saving end state to config to file [2021-10-01 12:13:54 main:608] : INFO : Success, exiting.. 12:13:54 (12152): 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)