Task 14627259
| Name | ParityModified-1647049373-4910-3-0_0 |
| Workunit | 11639831 |
| Created | 20 Apr 2022, 21:48:26 UTC |
| Sent | 20 Apr 2022, 21:48:27 UTC |
| Report deadline | 28 Apr 2022, 21:48:27 UTC |
| Received | 21 Apr 2022, 1:37:56 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 19547 |
| Run time | 1 hours 58 min 59 sec |
| CPU time | 1 hours 58 min 55 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 1,132.88 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 1.83 GB |
| Peak swap size | 13.25 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.18.1</core_client_version> <![CDATA[ <stderr_txt> main:581] : INFO : Epoch 1538 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 3485.96 ms [2022-04-20 20:07:55 main:581] : INFO : Epoch 1539 | loss: 0.0311646 | val_loss: 0.0311761 | Time: 3481.82 ms [2022-04-20 20:07:59 main:581] : INFO : Epoch 1540 | loss: 0.0311642 | val_loss: 0.0311761 | Time: 3486.52 ms [2022-04-20 20:08:02 main:581] : INFO : Epoch 1541 | loss: 0.0311642 | val_loss: 0.031177 | Time: 3491.71 ms [2022-04-20 20:08:06 main:581] : INFO : Epoch 1542 | loss: 0.0311658 | val_loss: 0.031175 | Time: 3490.2 ms [2022-04-20 20:08:09 main:581] : INFO : Epoch 1543 | loss: 0.0311667 | val_loss: 0.0311768 | Time: 3478.15 ms [2022-04-20 20:08:13 main:581] : INFO : Epoch 1544 | loss: 0.0311651 | val_loss: 0.0311743 | Time: 3484.32 ms [2022-04-20 20:08:16 main:581] : INFO : Epoch 1545 | loss: 0.0311628 | val_loss: 0.0311734 | Time: 3488.55 ms [2022-04-20 20:08:20 main:581] : INFO : Epoch 1546 | loss: 0.0311651 | val_loss: 0.031175 | Time: 3465.96 ms [2022-04-20 20:08:23 main:581] : INFO : Epoch 1547 | loss: 0.0311647 | val_loss: 0.0311734 | Time: 3491.72 ms [2022-04-20 20:08:27 main:581] : INFO : Epoch 1548 | loss: 0.0311635 | val_loss: 0.0311845 | Time: 3505.13 ms [2022-04-20 20:08:30 main:581] : INFO : Epoch 1549 | loss: 0.0311655 | val_loss: 0.0311792 | Time: 3475.06 ms [2022-04-20 20:08:34 main:581] : INFO : Epoch 1550 | loss: 0.0311732 | val_loss: 0.0311796 | Time: 3478.04 ms [2022-04-20 20:08:37 main:581] : INFO : Epoch 1551 | loss: 0.0311725 | val_loss: 0.0311787 | Time: 3491.92 ms [2022-04-20 20:08:41 main:581] : INFO : Epoch 1552 | loss: 0.0311701 | val_loss: 0.0311787 | Time: 3478.22 ms [2022-04-20 20:08:44 main:581] : INFO : Epoch 1553 | loss: 0.0311681 | val_loss: 0.0311833 | Time: 3476.57 ms [2022-04-20 20:08:48 main:581] : INFO : Epoch 1554 | loss: 0.0311676 | val_loss: 0.0311795 | Time: 3487.75 ms [2022-04-20 20:08:51 main:581] : INFO : Epoch 1555 | loss: 0.0311665 | val_loss: 0.0311814 | Time: 3486.24 ms [2022-04-20 20:08:55 main:581] : INFO : Epoch 1556 | loss: 0.0311673 | val_loss: 0.0311857 | Time: 3472.03 ms [2022-04-20 20:08:58 main:581] : INFO : Epoch 1557 | loss: 0.031169 | val_loss: 0.0311792 | Time: 3479.62 ms [2022-04-20 20:09:02 main:581] : INFO : Epoch 1558 | loss: 0.0311672 | val_loss: 0.0311804 | Time: 3480.09 ms [2022-04-20 20:09:05 main:581] : INFO : Epoch 1559 | loss: 0.0311671 | val_loss: 0.0311823 | Time: 3481.38 ms [2022-04-20 20:09:08 main:581] : INFO : Epoch 1560 | loss: 0.03117 | val_loss: 0.0311779 | Time: 3483.09 ms [2022-04-20 20:09:12 main:581] : INFO : Epoch 1561 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 3489.14 ms [2022-04-20 20:09:15 main:581] : INFO : Epoch 1562 | loss: 0.0311682 | val_loss: 0.0311858 | Time: 3491.67 ms [2022-04-20 20:09:19 main:581] : INFO : Epoch 1563 | loss: 0.0311685 | val_loss: 0.0311884 | Time: 3487.11 ms [2022-04-20 20:09:22 main:581] : INFO : Epoch 1564 | loss: 0.0311708 | val_loss: 0.0311839 | Time: 3480.44 ms [2022-04-20 20:09:26 main:581] : INFO : Epoch 1565 | loss: 0.0311681 | val_loss: 0.0311768 | Time: 3479.35 ms [2022-04-20 20:09:29 main:581] : INFO : Epoch 1566 | loss: 0.031166 | val_loss: 0.0311791 | Time: 3490.76 ms [2022-04-20 20:09:33 main:581] : INFO : Epoch 1567 | loss: 0.0311663 | val_loss: 0.03118 | Time: 3467.45 ms [2022-04-20 20:09:36 main:581] : INFO : Epoch 1568 | loss: 0.0311669 | val_loss: 0.0311789 | Time: 3487.8 ms [2022-04-20 20:09:40 main:581] : INFO : Epoch 1569 | loss: 0.0311666 | val_loss: 0.0311801 | Time: 3501.65 ms [2022-04-20 20:09:43 main:581] : INFO : Epoch 1570 | loss: 0.0311659 | val_loss: 0.0311823 | Time: 3477.25 ms [2022-04-20 20:09:47 main:581] : INFO : Epoch 1571 | loss: 0.0311669 | val_loss: 0.0311807 | Time: 3481.91 ms [2022-04-20 20:09:50 main:581] : INFO : Epoch 1572 | loss: 0.0311668 | val_loss: 0.0311783 | Time: 3487.44 ms [2022-04-20 20:09:54 main:581] : INFO : Epoch 1573 | loss: 0.0311666 | val_loss: 0.0311783 | Time: 3481.91 ms [2022-04-20 20:09:57 main:581] : INFO : Epoch 1574 | loss: 0.0311686 | val_loss: 0.0311816 | Time: 3480.2 ms [2022-04-20 20:10:01 main:581] : INFO : Epoch 1575 | loss: 0.0311679 | val_loss: 0.0311782 | Time: 3486.9 ms [2022-04-20 20:10:04 main:581] : INFO : Epoch 1576 | loss: 0.0311675 | val_loss: 0.0311784 | Time: 3486.86 ms [2022-04-20 20:10:08 main:581] : INFO : Epoch 1577 | loss: 0.0311665 | val_loss: 0.0311783 | Time: 3469.93 ms [2022-04-20 20:10:11 main:581] : INFO : Epoch 1578 | loss: 0.0311655 | val_loss: 0.0311815 | Time: 3483.98 ms [2022-04-20 20:10:15 main:581] : INFO : Epoch 1579 | loss: 0.0311647 | val_loss: 0.0311797 | Time: 3477.39 ms [2022-04-20 20:10:18 main:581] : INFO : Epoch 1580 | loss: 0.0311648 | val_loss: 0.031184 | Time: 3488.05 ms [2022-04-20 20:10:22 main:581] : INFO : Epoch 1581 | loss: 0.0311662 | val_loss: 0.0311839 | Time: 3482.76 ms [2022-04-20 20:10:25 main:581] : INFO : Epoch 1582 | loss: 0.0311669 | val_loss: 0.0311836 | Time: 3485.82 ms [2022-04-20 20:10:29 main:581] : INFO : Epoch 1583 | loss: 0.0311674 | val_loss: 0.0311825 | Time: 3488.34 ms [2022-04-20 20:10:32 main:581] : INFO : Epoch 1584 | loss: 0.0311653 | val_loss: 0.0311805 | Time: 3489.77 ms [2022-04-20 20:10:36 main:581] : INFO : Epoch 1585 | loss: 0.0311662 | val_loss: 0.0311817 | Time: 3481.74 ms [2022-04-20 20:10:39 main:581] : INFO : Epoch 1586 | loss: 0.0311659 | val_loss: 0.031178 | Time: 3484.14 ms [2022-04-20 20:10:43 main:581] : INFO : Epoch 1587 | loss: 0.0311638 | val_loss: 0.0311821 | Time: 3481.65 ms [2022-04-20 20:10:46 main:581] : INFO : Epoch 1588 | loss: 0.031165 | val_loss: 0.0311839 | Time: 3470.71 ms [2022-04-20 20:10:50 main:581] : INFO : Epoch 1589 | loss: 0.0311638 | val_loss: 0.0311774 | Time: 3487.01 ms [2022-04-20 20:10:53 main:581] : INFO : Epoch 1590 | loss: 0.0311626 | val_loss: 0.0311784 | Time: 3499.65 ms [2022-04-20 20:10:57 main:581] : INFO : Epoch 1591 | loss: 0.0311666 | val_loss: 0.0311868 | Time: 3475.4 ms [2022-04-20 20:11:00 main:581] : INFO : Epoch 1592 | loss: 0.0311663 | val_loss: 0.0311767 | Time: 3482.73 ms [2022-04-20 20:11:03 main:581] : INFO : Epoch 1593 | loss: 0.0311667 | val_loss: 0.0311834 | Time: 3492.91 ms [2022-04-20 20:11:07 main:581] : INFO : Epoch 1594 | loss: 0.0311653 | val_loss: 0.0311803 | Time: 3475.91 ms [2022-04-20 20:11:10 main:581] : INFO : Epoch 1595 | loss: 0.0311653 | val_loss: 0.031182 | Time: 3471.74 ms [2022-04-20 20:11:14 main:581] : INFO : Epoch 1596 | loss: 0.0311651 | val_loss: 0.0311774 | Time: 3490.53 ms [2022-04-20 20:11:17 main:581] : INFO : Epoch 1597 | loss: 0.0311676 | val_loss: 0.0311788 | Time: 3484.4 ms [2022-04-20 20:11:21 main:581] : INFO : Epoch 1598 | loss: 0.0311659 | val_loss: 0.0311796 | Time: 3472.84 ms [2022-04-20 20:11:24 main:581] : INFO : Epoch 1599 | loss: 0.0311653 | val_loss: 0.0311822 | Time: 3481.25 ms [2022-04-20 20:11:28 main:581] : INFO : Epoch 1600 | loss: 0.0311653 | val_loss: 0.0311837 | Time: 3478.9 ms [2022-04-20 20:11:31 main:581] : INFO : Epoch 1601 | loss: 0.0311644 | val_loss: 0.0311786 | Time: 3483.42 ms [2022-04-20 20:11:35 main:581] : INFO : Epoch 1602 | loss: 0.0311633 | val_loss: 0.0311803 | Time: 3481.46 ms [2022-04-20 20:11:38 main:581] : INFO : Epoch 1603 | loss: 0.0311638 | val_loss: 0.0311804 | Time: 3484.85 ms [2022-04-20 20:11:42 main:581] : INFO : Epoch 1604 | loss: 0.0311635 | val_loss: 0.0311791 | Time: 3494.61 ms [2022-04-20 20:11:45 main:581] : INFO : Epoch 1605 | loss: 0.0311643 | val_loss: 0.0311777 | Time: 3489.49 ms [2022-04-20 20:11:49 main:581] : INFO : Epoch 1606 | loss: 0.0311644 | val_loss: 0.0311771 | Time: 3483.13 ms [2022-04-20 20:11:52 main:581] : INFO : Epoch 1607 | loss: 0.0311648 | val_loss: 0.0311802 | Time: 3473.37 ms [2022-04-20 20:11:56 main:581] : INFO : Epoch 1608 | loss: 0.0311629 | val_loss: 0.0311768 | Time: 3480.2 ms [2022-04-20 20:11:59 main:581] : INFO : Epoch 1609 | loss: 0.0311626 | val_loss: 0.0311823 | Time: 3464.18 ms [2022-04-20 20:12:03 main:581] : INFO : Epoch 1610 | loss: 0.0311621 | val_loss: 0.0311806 | Time: 3484.51 ms [2022-04-20 20:12:06 main:581] : INFO : Epoch 1611 | loss: 0.0311634 | val_loss: 0.0311776 | Time: 3503.35 ms [2022-04-20 20:12:10 main:581] : INFO : Epoch 1612 | loss: 0.0311626 | val_loss: 0.031177 | Time: 3485.44 ms [2022-04-20 20:12:13 main:581] : INFO : Epoch 1613 | loss: 0.0311637 | val_loss: 0.0311821 | Time: 3483.47 ms [2022-04-20 20:12:17 main:581] : INFO : Epoch 1614 | loss: 0.0311634 | val_loss: 0.0311792 | Time: 3484.16 ms [2022-04-20 20:12:20 main:581] : INFO : Epoch 1615 | loss: 0.0311745 | val_loss: 0.0311791 | Time: 3477.63 ms [2022-04-20 20:12:24 main:581] : INFO : Epoch 1616 | loss: 0.0311773 | val_loss: 0.0311839 | Time: 3475.92 ms [2022-04-20 20:12:27 main:581] : INFO : Epoch 1617 | loss: 0.0311847 | val_loss: 0.0311831 | Time: 3486.3 ms [2022-04-20 20:12:31 main:581] : INFO : Epoch 1618 | loss: 0.0311818 | val_loss: 0.0311794 | Time: 3480.05 ms [2022-04-20 20:12:34 main:581] : INFO : Epoch 1619 | loss: 0.0311791 | val_loss: 0.0311771 | Time: 3472.74 ms [2022-04-20 20:12:37 main:581] : INFO : Epoch 1620 | loss: 0.0311764 | val_loss: 0.0311768 | Time: 3476.98 ms [2022-04-20 20:12:41 main:581] : INFO : Epoch 1621 | loss: 0.0311775 | val_loss: 0.0311779 | Time: 3480.63 ms [2022-04-20 20:12:44 main:581] : INFO : Epoch 1622 | loss: 0.0311772 | val_loss: 0.0311759 | Time: 3489.06 ms [2022-04-20 20:12:48 main:581] : INFO : Epoch 1623 | loss: 0.0311757 | val_loss: 0.0311771 | Time: 3480.92 ms [2022-04-20 20:12:51 main:581] : INFO : Epoch 1624 | loss: 0.0311764 | val_loss: 0.031177 | Time: 3487.13 ms [2022-04-20 20:12:55 main:581] : INFO : Epoch 1625 | loss: 0.0311777 | val_loss: 0.0311785 | Time: 3485.32 ms [2022-04-20 20:12:58 main:581] : INFO : Epoch 1626 | loss: 0.0311752 | val_loss: 0.0311758 | Time: 3489.44 ms [2022-04-20 20:13:02 main:581] : INFO : Epoch 1627 | loss: 0.0311747 | val_loss: 0.031176 | Time: 3480.77 ms [2022-04-20 20:13:05 main:581] : INFO : Epoch 1628 | loss: 0.0311739 | val_loss: 0.0311764 | Time: 3482.27 ms [2022-04-20 20:13:09 main:581] : INFO : Epoch 1629 | loss: 0.0311727 | val_loss: 0.0311754 | Time: 3483.2 ms [2022-04-20 20:13:12 main:581] : INFO : Epoch 1630 | loss: 0.0311723 | val_loss: 0.0311758 | Time: 3467.03 ms [2022-04-20 20:13:16 main:581] : INFO : Epoch 1631 | loss: 0.0311719 | val_loss: 0.031176 | Time: 3491.46 ms [2022-04-20 20:13:19 main:581] : INFO : Epoch 1632 | loss: 0.031172 | val_loss: 0.0311761 | Time: 3507.41 ms [2022-04-20 20:13:23 main:581] : INFO : Epoch 1633 | loss: 0.031174 | val_loss: 0.031178 | Time: 3478.96 ms [2022-04-20 20:13:26 main:581] : INFO : Epoch 1634 | loss: 0.0311742 | val_loss: 0.0311747 | Time: 3488.14 ms [2022-04-20 20:13:30 main:581] : INFO : Epoch 1635 | loss: 0.0311732 | val_loss: 0.0311757 | Time: 3487.72 ms [2022-04-20 20:13:33 main:581] : INFO : Epoch 1636 | loss: 0.0311769 | val_loss: 0.031178 | Time: 3479.22 ms [2022-04-20 20:13:37 main:581] : INFO : Epoch 1637 | loss: 0.0311758 | val_loss: 0.0311748 | Time: 3469.85 ms [2022-04-20 20:13:40 main:581] : INFO : Epoch 1638 | loss: 0.0311715 | val_loss: 0.0311744 | Time: 3481.18 ms [2022-04-20 20:13:44 main:581] : INFO : Epoch 1639 | loss: 0.0311707 | val_loss: 0.0311747 | Time: 3481.63 ms [2022-04-20 20:13:47 main:581] : INFO : Epoch 1640 | loss: 0.0311708 | val_loss: 0.0311794 | Time: 3475.39 ms [2022-04-20 20:13:51 main:581] : INFO : Epoch 1641 | loss: 0.0311738 | val_loss: 0.0311765 | Time: 3485.08 ms [2022-04-20 20:13:54 main:581] : INFO : Epoch 1642 | loss: 0.0311714 | val_loss: 0.0311777 | Time: 3486.51 ms [2022-04-20 20:13:58 main:581] : INFO : Epoch 1643 | loss: 0.0311706 | val_loss: 0.0311764 | Time: 3483.85 ms [2022-04-20 20:14:01 main:581] : INFO : Epoch 1644 | loss: 0.0311703 | val_loss: 0.031176 | Time: 3478.46 ms [2022-04-20 20:14:05 main:581] : INFO : Epoch 1645 | loss: 0.0311704 | val_loss: 0.0311766 | Time: 3481.99 ms [2022-04-20 20:14:08 main:581] : INFO : Epoch 1646 | loss: 0.0311703 | val_loss: 0.0311792 | Time: 3488.11 ms [2022-04-20 20:14:12 main:581] : INFO : Epoch 1647 | loss: 0.0311701 | val_loss: 0.0311743 | Time: 3489.02 ms [2022-04-20 20:14:15 main:581] : INFO : Epoch 1648 | loss: 0.0311704 | val_loss: 0.031177 | Time: 3481.48 ms [2022-04-20 20:14:19 main:581] : INFO : Epoch 1649 | loss: 0.0311699 | val_loss: 0.0311745 | Time: 3477.08 ms [2022-04-20 20:14:22 main:581] : INFO : Epoch 1650 | loss: 0.0311694 | val_loss: 0.0311748 | Time: 3486.56 ms [2022-04-20 20:14:25 main:581] : INFO : Epoch 1651 | loss: 0.0311702 | val_loss: 0.0311762 | Time: 3466.85 ms [2022-04-20 20:14:29 main:581] : INFO : Epoch 1652 | loss: 0.0311689 | val_loss: 0.0311749 | Time: 3482.12 ms [2022-04-20 20:14:32 main:581] : INFO : Epoch 1653 | loss: 0.0311714 | val_loss: 0.0311814 | Time: 3503.06 ms [2022-04-20 20:14:36 main:581] : INFO : Epoch 1654 | loss: 0.0311699 | val_loss: 0.0311752 | Time: 3478.93 ms [2022-04-20 20:14:39 main:581] : INFO : Epoch 1655 | loss: 0.0311705 | val_loss: 0.0311749 | Time: 3478.91 ms [2022-04-20 20:14:43 main:581] : INFO : Epoch 1656 | loss: 0.0311688 | val_loss: 0.031176 | Time: 3481.93 ms [2022-04-20 20:14:46 main:581] : INFO : Epoch 1657 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 3478.54 ms [2022-04-20 20:14:50 main:581] : INFO : Epoch 1658 | loss: 0.0311689 | val_loss: 0.0311753 | Time: 3479.64 ms [2022-04-20 20:14:53 main:581] : INFO : Epoch 1659 | loss: 0.0311698 | val_loss: 0.0311762 | Time: 3490.36 ms [2022-04-20 20:14:57 main:581] : INFO : Epoch 1660 | loss: 0.0311738 | val_loss: 0.0311781 | Time: 3488.15 ms [2022-04-20 20:15:00 main:581] : INFO : Epoch 1661 | loss: 0.0311699 | val_loss: 0.0311779 | Time: 3471.15 ms [2022-04-20 20:15:04 main:581] : INFO : Epoch 1662 | loss: 0.0311701 | val_loss: 0.0311754 | Time: 3480.66 ms [2022-04-20 20:15:07 main:581] : INFO : Epoch 1663 | loss: 0.0311681 | val_loss: 0.0311779 | Time: 3482.53 ms [2022-04-20 20:15:11 main:581] : INFO : Epoch 1664 | loss: 0.0311698 | val_loss: 0.0311763 | Time: 3480.53 ms [2022-04-20 20:15:14 main:581] : INFO : Epoch 1665 | loss: 0.0311685 | val_loss: 0.0311764 | Time: 3476.83 ms [2022-04-20 20:15:18 main:581] : INFO : Epoch 1666 | loss: 0.0311685 | val_loss: 0.0311767 | Time: 3482.27 ms [2022-04-20 20:15:21 main:581] : INFO : Epoch 1667 | loss: 0.0311705 | val_loss: 0.0311795 | Time: 3488.32 ms [2022-04-20 20:15:25 main:581] : INFO : Epoch 1668 | loss: 0.0311713 | val_loss: 0.0311784 | Time: 3492.58 ms [2022-04-20 20:15:28 main:581] : INFO : Epoch 1669 | loss: 0.0311688 | val_loss: 0.0311744 | Time: 3480.6 ms [2022-04-20 20:15:32 main:581] : INFO : Epoch 1670 | loss: 0.0311709 | val_loss: 0.0311748 | Time: 3483.7 ms [2022-04-20 20:15:35 main:581] : INFO : Epoch 1671 | loss: 0.0311714 | val_loss: 0.0311835 | Time: 3492.42 ms [2022-04-20 20:15:39 main:581] : INFO : Epoch 1672 | loss: 0.0311707 | val_loss: 0.031174 | Time: 3469.83 ms [2022-04-20 20:15:42 main:581] : INFO : Epoch 1673 | loss: 0.0311709 | val_loss: 0.0311743 | Time: 3489.3 ms [2022-04-20 20:15:46 main:581] : INFO : Epoch 1674 | loss: 0.0311678 | val_loss: 0.0311748 | Time: 3506.69 ms [2022-04-20 20:15:49 main:581] : INFO : Epoch 1675 | loss: 0.0311684 | val_loss: 0.0311754 | Time: 3477.53 ms [2022-04-20 20:15:53 main:581] : INFO : Epoch 1676 | loss: 0.0311721 | val_loss: 0.0311864 | Time: 3482.81 ms [2022-04-20 20:15:56 main:581] : INFO : Epoch 1677 | loss: 0.0311723 | val_loss: 0.0311753 | Time: 3493.21 ms [2022-04-20 20:16:00 main:581] : INFO : Epoch 1678 | loss: 0.0311699 | val_loss: 0.0311757 | Time: 3478.02 ms [2022-04-20 20:16:03 main:581] : INFO : Epoch 1679 | loss: 0.0311685 | val_loss: 0.0311784 | Time: 3477.15 ms [2022-04-20 20:16:07 main:581] : INFO : Epoch 1680 | loss: 0.0311671 | val_loss: 0.0311756 | Time: 3489.65 ms [2022-04-20 20:16:10 main:581] : INFO : Epoch 1681 | loss: 0.031168 | val_loss: 0.031176 | Time: 3490.58 ms [2022-04-20 20:16:13 main:581] : INFO : Epoch 1682 | loss: 0.0311696 | val_loss: 0.0311787 | Time: 3471.06 ms [2022-04-20 20:16:17 main:581] : INFO : Epoch 1683 | loss: 0.0311709 | val_loss: 0.0311766 | Time: 3484.73 ms [2022-04-20 20:16:20 main:581] : INFO : Epoch 1684 | loss: 0.03117 | val_loss: 0.0311763 | Time: 3484.17 ms [2022-04-20 20:16:24 main:581] : INFO : Epoch 1685 | loss: 0.0311675 | val_loss: 0.0311759 | Time: 3485.96 ms [2022-04-20 20:16:27 main:581] : INFO : Epoch 1686 | loss: 0.0311681 | val_loss: 0.0311776 | Time: 3481.4 ms [2022-04-20 20:16:31 main:581] : INFO : Epoch 1687 | loss: 0.0311685 | val_loss: 0.0311758 | Time: 3487.25 ms [2022-04-20 20:16:34 main:581] : INFO : Epoch 1688 | loss: 0.031168 | val_loss: 0.0311754 | Time: 3488.56 ms [2022-04-20 20:16:38 main:581] : INFO : Epoch 1689 | loss: 0.0311696 | val_loss: 0.031175 | Time: 3488.69 ms [2022-04-20 20:16:41 main:581] : INFO : Epoch 1690 | loss: 0.0311696 | val_loss: 0.0311748 | Time: 3479.96 ms [2022-04-20 20:16:45 main:581] : INFO : Epoch 1691 | loss: 0.0311682 | val_loss: 0.0311779 | Time: 3481.44 ms [2022-04-20 20:16:48 main:581] : INFO : Epoch 1692 | loss: 0.0311678 | val_loss: 0.0311756 | Time: 3489.34 ms [2022-04-20 20:16:52 main:581] : INFO : Epoch 1693 | loss: 0.0311668 | val_loss: 0.0311767 | Time: 3471.62 ms [2022-04-20 20:16:55 main:581] : INFO : Epoch 1694 | loss: 0.0311695 | val_loss: 0.0311768 | Time: 3487.68 ms [2022-04-20 20:16:59 main:581] : INFO : Epoch 1695 | loss: 0.0311666 | val_loss: 0.0311742 | Time: 3498.34 ms [2022-04-20 20:17:02 main:581] : INFO : Epoch 1696 | loss: 0.0311672 | val_loss: 0.0311752 | Time: 3480.1 ms [2022-04-20 20:17:06 main:581] : INFO : Epoch 1697 | loss: 0.0311684 | val_loss: 0.0311785 | Time: 3483.16 ms [2022-04-20 20:17:09 main:581] : INFO : Epoch 1698 | loss: 0.0311674 | val_loss: 0.0311749 | Time: 3491.27 ms [2022-04-20 20:17:13 main:581] : INFO : Epoch 1699 | loss: 0.0311669 | val_loss: 0.0311754 | Time: 3470.28 ms [2022-04-20 20:17:16 main:581] : INFO : Epoch 1700 | loss: 0.031167 | val_loss: 0.0311768 | Time: 3483.83 ms [2022-04-20 20:17:20 main:581] : INFO : Epoch 1701 | loss: 0.031166 | val_loss: 0.0311762 | Time: 3488.34 ms [2022-04-20 20:17:23 main:581] : INFO : Epoch 1702 | loss: 0.0311674 | val_loss: 0.0311772 | Time: 3479.94 ms [2022-04-20 20:17:27 main:581] : INFO : Epoch 1703 | loss: 0.031168 | val_loss: 0.0311789 | Time: 3464.45 ms [2022-04-20 20:17:30 main:581] : INFO : Epoch 1704 | loss: 0.031167 | val_loss: 0.0311782 | Time: 3479.01 ms [2022-04-20 20:17:34 main:581] : INFO : Epoch 1705 | loss: 0.0311662 | val_loss: 0.0311757 | Time: 3473.68 ms [2022-04-20 20:17:37 main:581] : INFO : Epoch 1706 | loss: 0.0311648 | val_loss: 0.0311754 | Time: 3488.56 ms [2022-04-20 20:17:41 main:581] : INFO : Epoch 1707 | loss: 0.0311698 | val_loss: 0.0311755 | Time: 3487.21 ms [2022-04-20 20:17:44 main:581] : INFO : Epoch 1708 | loss: 0.0311658 | val_loss: 0.0311759 | Time: 3486.64 ms [2022-04-20 20:17:48 main:581] : INFO : Epoch 1709 | loss: 0.0311655 | val_loss: 0.0311774 | Time: 3484.06 ms [2022-04-20 20:17:51 main:581] : INFO : Epoch 1710 | loss: 0.0311672 | val_loss: 0.0311768 | Time: 3488.37 ms [2022-04-20 20:17:54 main:581] : INFO : Epoch 1711 | loss: 0.0311676 | val_loss: 0.031176 | Time: 3482.97 ms [2022-04-20 20:17:58 main:581] : INFO : Epoch 1712 | loss: 0.031169 | val_loss: 0.0311752 | Time: 3479.1 ms [2022-04-20 20:18:01 main:581] : INFO : Epoch 1713 | loss: 0.0311669 | val_loss: 0.0311769 | Time: 3492.45 ms [2022-04-20 20:18:05 main:581] : INFO : Epoch 1714 | loss: 0.0311659 | val_loss: 0.031175 | Time: 3471.95 ms [2022-04-20 20:18:08 main:581] : INFO : Epoch 1715 | loss: 0.0311664 | val_loss: 0.031177 | Time: 3483.58 ms [2022-04-20 20:18:12 main:581] : INFO : Epoch 1716 | loss: 0.0311663 | val_loss: 0.0311769 | Time: 3501.17 ms [2022-04-20 20:18:15 main:581] : INFO : Epoch 1717 | loss: 0.0311663 | val_loss: 0.0311748 | Time: 3482.14 ms [2022-04-20 20:18:19 main:581] : INFO : Epoch 1718 | loss: 0.0311667 | val_loss: 0.0311759 | Time: 3483.96 ms [2022-04-20 20:18:22 main:581] : INFO : Epoch 1719 | loss: 0.0311648 | val_loss: 0.031178 | Time: 3485.02 ms [2022-04-20 20:18:26 main:581] : INFO : Epoch 1720 | loss: 0.0311661 | val_loss: 0.0311759 | Time: 3479.59 ms [2022-04-20 20:18:29 main:581] : INFO : Epoch 1721 | loss: 0.0311663 | val_loss: 0.0311757 | Time: 3473.15 ms [2022-04-20 20:18:33 main:581] : INFO : Epoch 1722 | loss: 0.0311655 | val_loss: 0.0311741 | Time: 3491.93 ms [2022-04-20 20:18:36 main:581] : INFO : Epoch 1723 | loss: 0.0311664 | val_loss: 0.0311779 | Time: 3493.21 ms [2022-04-20 20:18:40 main:581] : INFO : Epoch 1724 | loss: 0.0311683 | val_loss: 0.031181 | Time: 3478.34 ms [2022-04-20 20:18:43 main:581] : INFO : Epoch 1725 | loss: 0.0311703 | val_loss: 0.0311811 | Time: 3481.37 ms [2022-04-20 20:18:47 main:581] : INFO : Epoch 1726 | loss: 0.0311691 | val_loss: 0.0311815 | Time: 3484 ms [2022-04-20 20:18:50 main:581] : INFO : Epoch 1727 | loss: 0.031168 | val_loss: 0.0311746 | Time: 3485.72 ms [2022-04-20 20:18:54 main:581] : INFO : Epoch 1728 | loss: 0.0311651 | val_loss: 0.0311753 | Time: 3483.21 ms [2022-04-20 20:18:57 main:581] : INFO : Epoch 1729 | loss: 0.0311644 | val_loss: 0.0311736 | Time: 3484.84 ms [2022-04-20 20:19:01 main:581] : INFO : Epoch 1730 | loss: 0.0311647 | val_loss: 0.0311774 | Time: 3483.12 ms [2022-04-20 20:19:04 main:581] : INFO : Epoch 1731 | loss: 0.0311645 | val_loss: 0.0311752 | Time: 3483.76 ms [2022-04-20 20:19:08 main:581] : INFO : Epoch 1732 | loss: 0.0311655 | val_loss: 0.0311755 | Time: 3480.02 ms [2022-04-20 20:19:11 main:581] : INFO : Epoch 1733 | loss: 0.0311665 | val_loss: 0.031184 | Time: 3477.74 ms [2022-04-20 20:19:15 main:581] : INFO : Epoch 1734 | loss: 0.0311648 | val_loss: 0.0311738 | Time: 3492.79 ms [2022-04-20 20:19:18 main:581] : INFO : Epoch 1735 | loss: 0.0311647 | val_loss: 0.0311781 | Time: 3473.88 ms [2022-04-20 20:19:22 main:581] : INFO : Epoch 1736 | loss: 0.0311643 | val_loss: 0.0311749 | Time: 3498.39 ms [2022-04-20 20:19:25 main:581] : INFO : Epoch 1737 | loss: 0.0311653 | val_loss: 0.0311793 | Time: 3500.52 ms [2022-04-20 20:19:29 main:581] : INFO : Epoch 1738 | loss: 0.0311653 | val_loss: 0.0311808 | Time: 3474.02 ms [2022-04-20 20:19:32 main:581] : INFO : Epoch 1739 | loss: 0.0311652 | val_loss: 0.0311751 | Time: 3478.26 ms [2022-04-20 20:19:36 main:581] : INFO : Epoch 1740 | loss: 0.0311647 | val_loss: 0.0311818 | Time: 3488.17 ms [2022-04-20 20:19:39 main:581] : INFO : Epoch 1741 | loss: 0.0311792 | val_loss: 0.0313286 | Time: 3476.66 ms [2022-04-20 20:19:42 main:581] : INFO : Epoch 1742 | loss: 0.0346938 | val_loss: 0.0319127 | Time: 3471.66 ms [2022-04-20 20:19:46 main:581] : INFO : Epoch 1743 | loss: 0.0317155 | val_loss: 0.0313746 | Time: 3487.8 ms [2022-04-20 20:19:49 main:581] : INFO : Epoch 1744 | loss: 0.0313096 | val_loss: 0.03126 | Time: 3487.07 ms [2022-04-20 20:19:53 main:581] : INFO : Epoch 1745 | loss: 0.0312408 | val_loss: 0.0312188 | Time: 3470.95 ms [2022-04-20 20:19:56 main:581] : INFO : Epoch 1746 | loss: 0.031211 | val_loss: 0.0312 | Time: 3478.2 ms [2022-04-20 20:20:00 main:581] : INFO : Epoch 1747 | loss: 0.0312014 | val_loss: 0.0311942 | Time: 3477.12 ms [2022-04-20 20:20:03 main:581] : INFO : Epoch 1748 | loss: 0.0311959 | val_loss: 0.0311915 | Time: 3482.72 ms [2022-04-20 20:20:07 main:581] : INFO : Epoch 1749 | loss: 0.0311931 | val_loss: 0.0311897 | Time: 3480.9 ms [2022-04-20 20:20:10 main:581] : INFO : Epoch 1750 | loss: 0.0311911 | val_loss: 0.0311882 | Time: 3476.66 ms [2022-04-20 20:20:14 main:581] : INFO : Epoch 1751 | loss: 0.0311898 | val_loss: 0.0311871 | Time: 3486.58 ms [2022-04-20 20:20:17 main:581] : INFO : Epoch 1752 | loss: 0.0311882 | val_loss: 0.0311856 | Time: 3488.08 ms [2022-04-20 20:20:21 main:581] : INFO : Epoch 1753 | loss: 0.0311871 | val_loss: 0.0311845 | Time: 3476.78 ms [2022-04-20 20:20:24 main:581] : INFO : Epoch 1754 | loss: 0.0311854 | val_loss: 0.0311839 | Time: 3482.42 ms [2022-04-20 20:20:28 main:581] : INFO : Epoch 1755 | loss: 0.031185 | val_loss: 0.0311837 | Time: 3492.5 ms [2022-04-20 20:20:31 main:581] : INFO : Epoch 1756 | loss: 0.0311855 | val_loss: 0.0311847 | Time: 3479.52 ms [2022-04-20 20:20:35 main:581] : INFO : Epoch 1757 | loss: 0.0311842 | val_loss: 0.0311836 | Time: 3488.51 ms [2022-04-20 20:20:38 main:581] : INFO : Epoch 1758 | loss: 0.031184 | val_loss: 0.0311828 | Time: 3506.67 ms [2022-04-20 20:20:42 main:581] : INFO : Epoch 1759 | loss: 0.0311837 | val_loss: 0.0311831 | Time: 3471.38 ms [2022-04-20 20:20:45 main:581] : INFO : Epoch 1760 | loss: 0.0311831 | val_loss: 0.0311816 | Time: 3483.79 ms [2022-04-20 20:20:49 main:581] : INFO : Epoch 1761 | loss: 0.0311807 | val_loss: 0.0311813 | Time: 3494.77 ms [2022-04-20 20:20:52 main:581] : INFO : Epoch 1762 | loss: 0.0311782 | val_loss: 0.0311791 | Time: 3476.04 ms [2022-04-20 20:20:56 main:581] : INFO : Epoch 1763 | loss: 0.0311773 | val_loss: 0.0311799 | Time: 3476.98 ms [2022-04-20 20:20:59 main:581] : INFO : Epoch 1764 | loss: 0.0311789 | val_loss: 0.0311783 | Time: 3487.91 ms [2022-04-20 20:21:03 main:581] : INFO : Epoch 1765 | loss: 0.0311761 | val_loss: 0.0311781 | Time: 3496.99 ms [2022-04-20 20:21:06 main:581] : INFO : Epoch 1766 | loss: 0.0311748 | val_loss: 0.0311775 | Time: 3478.51 ms [2022-04-20 20:21:10 main:581] : INFO : Epoch 1767 | loss: 0.0311728 | val_loss: 0.0311768 | Time: 3480.25 ms [2022-04-20 20:21:13 main:581] : INFO : Epoch 1768 | loss: 0.0311722 | val_loss: 0.0311759 | Time: 3486.13 ms [2022-04-20 20:21:17 main:581] : INFO : Epoch 1769 | loss: 0.0311714 | val_loss: 0.031176 | Time: 3488.12 ms [2022-04-20 20:21:20 main:581] : INFO : Epoch 1770 | loss: 0.031171 | val_loss: 0.0311769 | Time: 3476.42 ms [2022-04-20 20:21:24 main:581] : INFO : Epoch 1771 | loss: 0.0311711 | val_loss: 0.0311773 | Time: 3481.53 ms [2022-04-20 20:21:27 main:581] : INFO : Epoch 1772 | loss: 0.0311716 | val_loss: 0.0311806 | Time: 3488.67 ms [2022-04-20 20:21:30 main:581] : INFO : Epoch 1773 | loss: 0.0311711 | val_loss: 0.0311764 | Time: 3491.44 ms [2022-04-20 20:21:34 main:581] : INFO : Epoch 1774 | loss: 0.0311701 | val_loss: 0.0311772 | Time: 3481.11 ms [2022-04-20 20:21:37 main:581] : INFO : Epoch 1775 | loss: 0.0311704 | val_loss: 0.0311752 | Time: 3481.18 ms [2022-04-20 20:21:41 main:581] : INFO : Epoch 1776 | loss: 0.0311694 | val_loss: 0.0311757 | Time: 3493.18 ms [2022-04-20 20:21:44 main:581] : INFO : Epoch 1777 | loss: 0.0311698 | val_loss: 0.0311765 | Time: 3472.41 ms [2022-04-20 20:21:48 main:581] : INFO : Epoch 1778 | loss: 0.0311702 | val_loss: 0.0311763 | Time: 3492.14 ms [2022-04-20 20:21:51 main:581] : INFO : Epoch 1779 | loss: 0.0311694 | val_loss: 0.0311765 | Time: 3500.91 ms [2022-04-20 20:21:55 main:581] : INFO : Epoch 1780 | loss: 0.0311698 | val_loss: 0.0311756 | Time: 3481.43 ms [2022-04-20 20:21:58 main:581] : INFO : Epoch 1781 | loss: 0.0311689 | val_loss: 0.0311758 | Time: 3480.64 ms [2022-04-20 20:22:02 main:581] : INFO : Epoch 1782 | loss: 0.0311698 | val_loss: 0.031176 | Time: 3487.27 ms [2022-04-20 20:22:05 main:581] : INFO : Epoch 1783 | loss: 0.0311693 | val_loss: 0.0311743 | Time: 3476.53 ms [2022-04-20 20:22:09 main:581] : INFO : Epoch 1784 | loss: 0.0311679 | val_loss: 0.0311758 | Time: 3480.96 ms [2022-04-20 20:22:12 main:581] : INFO : Epoch 1785 | loss: 0.0311679 | val_loss: 0.0311753 | Time: 3491.22 ms [2022-04-20 20:22:16 main:581] : INFO : Epoch 1786 | loss: 0.0311677 | val_loss: 0.0311759 | Time: 3490.67 ms [2022-04-20 20:22:19 main:581] : INFO : Epoch 1787 | loss: 0.0311682 | val_loss: 0.0311737 | Time: 3476.03 ms [2022-04-20 20:22:23 main:581] : INFO : Epoch 1788 | loss: 0.0311664 | val_loss: 0.0311736 | Time: 3478.36 ms [2022-04-20 20:22:26 main:581] : INFO : Epoch 1789 | loss: 0.0311665 | val_loss: 0.0311732 | Time: 3478.8 ms [2022-04-20 20:22:30 main:581] : INFO : Epoch 1790 | loss: 0.031167 | val_loss: 0.0311754 | Time: 3481.87 ms [2022-04-20 20:22:33 main:581] : INFO : Epoch 1791 | loss: 0.0311675 | val_loss: 0.0311735 | Time: 3476.88 ms [2022-04-20 20:22:37 main:581] : INFO : Epoch 1792 | loss: 0.0311681 | val_loss: 0.0311742 | Time: 3484.59 ms [2022-04-20 20:22:40 main:581] : INFO : Epoch 1793 | loss: 0.0311663 | val_loss: 0.0311758 | Time: 3490.06 ms [2022-04-20 20:22:44 main:581] : INFO : Epoch 1794 | loss: 0.0311659 | val_loss: 0.0311748 | Time: 3491.21 ms [2022-04-20 20:22:47 main:581] : INFO : Epoch 1795 | loss: 0.0311671 | val_loss: 0.0311761 | Time: 3481.97 ms [2022-04-20 20:22:51 main:581] : INFO : Epoch 1796 | loss: 0.0311664 | val_loss: 0.0311747 | Time: 3491.67 ms [2022-04-20 20:22:54 main:581] : INFO : Epoch 1797 | loss: 0.0311652 | val_loss: 0.0311747 | Time: 3489.76 ms [2022-04-20 20:22:58 main:581] : INFO : Epoch 1798 | loss: 0.0311649 | val_loss: 0.031175 | Time: 3472.14 ms [2022-04-20 20:23:01 main:581] : INFO : Epoch 1799 | loss: 0.031166 | val_loss: 0.0311735 | Time: 3490.66 ms [2022-04-20 20:23:05 main:581] : INFO : Epoch 1800 | loss: 0.0311666 | val_loss: 0.0311733 | Time: 3503.65 ms [2022-04-20 20:23:08 main:581] : INFO : Epoch 1801 | loss: 0.0311661 | val_loss: 0.0311747 | Time: 3478.44 ms [2022-04-20 20:23:12 main:581] : INFO : Epoch 1802 | loss: 0.0311657 | val_loss: 0.0311766 | Time: 3484.34 ms [2022-04-20 20:23:15 main:581] : INFO : Epoch 1803 | loss: 0.0311666 | val_loss: 0.0311735 | Time: 3493.43 ms [2022-04-20 20:23:19 main:581] : INFO : Epoch 1804 | loss: 0.0311663 | val_loss: 0.0311735 | Time: 3474.1 ms [2022-04-20 20:23:22 main:581] : INFO : Epoch 1805 | loss: 0.0311664 | val_loss: 0.0311733 | Time: 3478.43 ms [2022-04-20 20:23:25 main:581] : INFO : Epoch 1806 | loss: 0.0311662 | val_loss: 0.0311739 | Time: 3489.51 ms [2022-04-20 20:23:29 main:581] : INFO : Epoch 1807 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 3491.33 ms [2022-04-20 20:23:32 main:581] : INFO : Epoch 1808 | loss: 0.0311653 | val_loss: 0.031173 | Time: 3474.94 ms [2022-04-20 20:23:36 main:581] : INFO : Epoch 1809 | loss: 0.0311659 | val_loss: 0.0311723 | Time: 3484.16 ms [2022-04-20 20:23:39 main:581] : INFO : Epoch 1810 | loss: 0.0311651 | val_loss: 0.0311732 | Time: 3479.62 ms [2022-04-20 20:23:43 main:581] : INFO : Epoch 1811 | loss: 0.031165 | val_loss: 0.0311735 | Time: 3481.17 ms [2022-04-20 20:23:46 main:581] : INFO : Epoch 1812 | loss: 0.0311642 | val_loss: 0.0311747 | Time: 3479.57 ms [2022-04-20 20:23:50 main:581] : INFO : Epoch 1813 | loss: 0.0311648 | val_loss: 0.0311751 | Time: 3485.8 ms [2022-04-20 20:23:53 main:581] : INFO : Epoch 1814 | loss: 0.0311636 | val_loss: 0.0311753 | Time: 3488.71 ms [2022-04-20 20:23:57 main:581] : INFO : Epoch 1815 | loss: 0.031164 | val_loss: 0.0311715 | Time: 3485.88 ms [2022-04-20 20:24:00 main:581] : INFO : Epoch 1816 | loss: 0.0311639 | val_loss: 0.0311762 | Time: 3480.9 ms [2022-04-20 20:24:04 main:581] : INFO : Epoch 1817 | loss: 0.031165 | val_loss: 0.0311732 | Time: 3483.79 ms [2022-04-20 20:24:07 main:581] : INFO : Epoch 1818 | loss: 0.0311659 | val_loss: 0.0311758 | Time: 3487.86 ms [2022-04-20 20:24:11 main:581] : INFO : Epoch 1819 | loss: 0.0311673 | val_loss: 0.0311762 | Time: 3467.92 ms [2022-04-20 20:24:14 main:581] : INFO : Epoch 1820 | loss: 0.0311665 | val_loss: 0.0311754 | Time: 3487.31 ms [2022-04-20 20:24:18 main:581] : INFO : Epoch 1821 | loss: 0.031166 | val_loss: 0.0311763 | Time: 3503.67 ms [2022-04-20 20:24:21 main:581] : INFO : Epoch 1822 | loss: 0.0311641 | val_loss: 0.031175 | Time: 3480.1 ms [2022-04-20 20:24:25 main:581] : INFO : Epoch 1823 | loss: 0.0311635 | val_loss: 0.031174 | Time: 3476.43 ms [2022-04-20 20:24:28 main:581] : INFO : Epoch 1824 | loss: 0.031163 | val_loss: 0.0311766 | Time: 3492.21 ms [2022-04-20 20:24:32 main:581] : INFO : Epoch 1825 | loss: 0.0311638 | val_loss: 0.0311746 | Time: 3479.94 ms [2022-04-20 20:24:35 main:581] : INFO : Epoch 1826 | loss: 0.0311637 | val_loss: 0.031173 | Time: 3481.71 ms [2022-04-20 20:24:39 main:581] : INFO : Epoch 1827 | loss: 0.0311647 | val_loss: 0.0311759 | Time: 3485.35 ms [2022-04-20 20:24:42 main:581] : INFO : Epoch 1828 | loss: 0.031165 | val_loss: 0.0311749 | Time: 3490.06 ms [2022-04-20 20:24:46 main:581] : INFO : Epoch 1829 | loss: 0.0311642 | val_loss: 0.0311785 | Time: 3466.87 ms [2022-04-20 20:24:49 main:581] : INFO : Epoch 1830 | loss: 0.0311661 | val_loss: 0.0311739 | Time: 3477.42 ms [2022-04-20 20:24:53 main:581] : INFO : Epoch 1831 | loss: 0.0311637 | val_loss: 0.0311747 | Time: 3481.64 ms [2022-04-20 20:24:56 main:581] : INFO : Epoch 1832 | loss: 0.031164 | val_loss: 0.0311728 | Time: 3481.55 ms [2022-04-20 20:25:00 main:581] : INFO : Epoch 1833 | loss: 0.0311635 | val_loss: 0.031174 | Time: 3479.54 ms [2022-04-20 20:25:03 main:581] : INFO : Epoch 1834 | loss: 0.031164 | val_loss: 0.0311736 | Time: 3483.57 ms [2022-04-20 20:25:07 main:581] : INFO : Epoch 1835 | loss: 0.0311643 | val_loss: 0.0311753 | Time: 3488.86 ms [2022-04-20 20:25:10 main:581] : INFO : Epoch 1836 | loss: 0.0311655 | val_loss: 0.0311738 | Time: 3486.44 ms [2022-04-20 20:25:13 main:581] : INFO : Epoch 1837 | loss: 0.0311638 | val_loss: 0.0311732 | Time: 3484.1 ms [2022-04-20 20:25:17 main:581] : INFO : Epoch 1838 | loss: 0.0311632 | val_loss: 0.0311731 | Time: 3483.16 ms [2022-04-20 20:25:20 main:581] : INFO : Epoch 1839 | loss: 0.0311631 | val_loss: 0.031174 | Time: 3487.82 ms [2022-04-20 20:25:24 main:581] : INFO : Epoch 1840 | loss: 0.0311644 | val_loss: 0.0311763 | Time: 3469.41 ms [2022-04-20 20:25:27 main:581] : INFO : Epoch 1841 | loss: 0.0311633 | val_loss: 0.031175 | Time: 3486.17 ms [2022-04-20 20:25:31 main:581] : INFO : Epoch 1842 | loss: 0.0311625 | val_loss: 0.0311751 | Time: 3499.63 ms [2022-04-20 20:25:34 main:581] : INFO : Epoch 1843 | loss: 0.031162 | val_loss: 0.031173 | Time: 3475.51 ms [2022-04-20 20:25:38 main:581] : INFO : Epoch 1844 | loss: 0.0311621 | val_loss: 0.0311736 | Time: 3486.06 ms [2022-04-20 20:25:41 main:581] : INFO : Epoch 1845 | loss: 0.0311621 | val_loss: 0.0311739 | Time: 3493.17 ms [2022-04-20 20:25:45 main:581] : INFO : Epoch 1846 | loss: 0.0311619 | val_loss: 0.0311748 | Time: 3478.48 ms [2022-04-20 20:25:48 main:581] : INFO : Epoch 1847 | loss: 0.0311631 | val_loss: 0.0311728 | Time: 3475.35 ms [2022-04-20 20:25:52 main:581] : INFO : Epoch 1848 | loss: 0.0311622 | val_loss: 0.0311758 | Time: 3490.37 ms [2022-04-20 20:25:55 main:581] : INFO : Epoch 1849 | loss: 0.0311618 | val_loss: 0.0311752 | Time: 3489.98 ms [2022-04-20 20:25:59 main:581] : INFO : Epoch 1850 | loss: 0.0311618 | val_loss: 0.0311737 | Time: 3471.67 ms [2022-04-20 20:26:02 main:581] : INFO : Epoch 1851 | loss: 0.0311612 | val_loss: 0.0311744 | Time: 3487.24 ms [2022-04-20 20:26:06 main:581] : INFO : Epoch 1852 | loss: 0.0311614 | val_loss: 0.0311751 | Time: 3487.12 ms [2022-04-20 20:26:09 main:581] : INFO : Epoch 1853 | loss: 0.0311618 | val_loss: 0.0311759 | Time: 3482.08 ms [2022-04-20 20:26:13 main:581] : INFO : Epoch 1854 | loss: 0.0311616 | val_loss: 0.0311783 | Time: 3482.46 ms [2022-04-20 20:26:16 main:581] : INFO : Epoch 1855 | loss: 0.0311616 | val_loss: 0.0311763 | Time: 3488.44 ms [2022-04-20 20:26:20 main:581] : INFO : Epoch 1856 | loss: 0.0311614 | val_loss: 0.0311735 | Time: 3489.83 ms [2022-04-20 20:26:23 main:581] : INFO : Epoch 1857 | loss: 0.0311617 | val_loss: 0.0311755 | Time: 3488.03 ms [2022-04-20 20:26:27 main:581] : INFO : Epoch 1858 | loss: 0.0311614 | val_loss: 0.0311738 | Time: 3482.93 ms [2022-04-20 20:26:30 main:581] : INFO : Epoch 1859 | loss: 0.0311612 | val_loss: 0.031174 | Time: 3478.79 ms [2022-04-20 20:26:34 main:581] : INFO : Epoch 1860 | loss: 0.0311628 | val_loss: 0.031174 | Time: 3486.65 ms [2022-04-20 20:26:37 main:581] : INFO : Epoch 1861 | loss: 0.031162 | val_loss: 0.0311763 | Time: 3467.94 ms [2022-04-20 20:26:41 main:581] : INFO : Epoch 1862 | loss: 0.0311608 | val_loss: 0.0311768 | Time: 3487.74 ms [2022-04-20 20:26:44 main:581] : INFO : Epoch 1863 | loss: 0.0311603 | val_loss: 0.0311762 | Time: 3503.33 ms [2022-04-20 20:26:48 main:581] : INFO : Epoch 1864 | loss: 0.0311606 | val_loss: 0.0311735 | Time: 3475.8 ms [2022-04-20 20:26:51 main:581] : INFO : Epoch 1865 | loss: 0.0311613 | val_loss: 0.0311743 | Time: 3479.49 ms [2022-04-20 20:26:55 main:581] : INFO : Epoch 1866 | loss: 0.0311623 | val_loss: 0.0311779 | Time: 3489.52 ms [2022-04-20 20:26:58 main:581] : INFO : Epoch 1867 | loss: 0.0311616 | val_loss: 0.0311746 | Time: 3477.91 ms [2022-04-20 20:27:01 main:581] : INFO : Epoch 1868 | loss: 0.031161 | val_loss: 0.0311763 | Time: 3481.17 ms [2022-04-20 20:27:05 main:581] : INFO : Epoch 1869 | loss: 0.0311609 | val_loss: 0.0311812 | Time: 3484.1 ms [2022-04-20 20:27:08 main:581] : INFO : Epoch 1870 | loss: 0.0311614 | val_loss: 0.0311767 | Time: 3488.83 ms [2022-04-20 20:27:12 main:581] : INFO : Epoch 1871 | loss: 0.0311615 | val_loss: 0.0311765 | Time: 3474.07 ms [2022-04-20 20:27:15 main:581] : INFO : Epoch 1872 | loss: 0.0311609 | val_loss: 0.0311751 | Time: 3473.59 ms [2022-04-20 20:27:19 main:581] : INFO : Epoch 1873 | loss: 0.0311605 | val_loss: 0.0311764 | Time: 3478.99 ms [2022-04-20 20:27:22 main:581] : INFO : Epoch 1874 | loss: 0.0311605 | val_loss: 0.0311748 | Time: 3486.83 ms [2022-04-20 20:27:26 main:581] : INFO : Epoch 1875 | loss: 0.0311605 | val_loss: 0.0311757 | Time: 3482.52 ms [2022-04-20 20:27:29 main:581] : INFO : Epoch 1876 | loss: 0.0311605 | val_loss: 0.0311783 | Time: 3488.85 ms [2022-04-20 20:27:33 main:581] : INFO : Epoch 1877 | loss: 0.0311646 | val_loss: 0.0311807 | Time: 3489.74 ms [2022-04-20 20:27:36 main:581] : INFO : Epoch 1878 | loss: 0.031163 | val_loss: 0.0311765 | Time: 3491.28 ms [2022-04-20 20:27:40 main:581] : INFO : Epoch 1879 | loss: 0.0311623 | val_loss: 0.0311785 | Time: 3480.25 ms [2022-04-20 20:27:43 main:581] : INFO : Epoch 1880 | loss: 0.0311627 | val_loss: 0.0311745 | Time: 3489.32 ms [2022-04-20 20:27:47 main:581] : INFO : Epoch 1881 | loss: 0.0311612 | val_loss: 0.0311759 | Time: 3490.27 ms [2022-04-20 20:27:50 main:581] : INFO : Epoch 1882 | loss: 0.0311604 | val_loss: 0.0311753 | Time: 3469.38 ms [2022-04-20 20:27:54 main:581] : INFO : Epoch 1883 | loss: 0.031161 | val_loss: 0.0311756 | Time: 3484.29 ms [2022-04-20 20:27:57 main:581] : INFO : Epoch 1884 | loss: 0.0311624 | val_loss: 0.0311778 | Time: 3504.39 ms [2022-04-20 20:28:01 main:581] : INFO : Epoch 1885 | loss: 0.0311634 | val_loss: 0.0311739 | Time: 3474.64 ms [2022-04-20 20:28:04 main:581] : INFO : Epoch 1886 | loss: 0.0311609 | val_loss: 0.0311779 | Time: 3488.34 ms [2022-04-20 20:28:08 main:581] : INFO : Epoch 1887 | loss: 0.0311625 | val_loss: 0.0311756 | Time: 3488.91 ms [2022-04-20 20:28:11 main:581] : INFO : Epoch 1888 | loss: 0.0311614 | val_loss: 0.0311749 | Time: 3484.3 ms [2022-04-20 20:28:15 main:581] : INFO : Epoch 1889 | loss: 0.0311613 | val_loss: 0.0311756 | Time: 3480.46 ms [2022-04-20 20:28:18 main:581] : INFO : Epoch 1890 | loss: 0.0311651 | val_loss: 0.0311757 | Time: 3488.12 ms [2022-04-20 20:28:22 main:581] : INFO : Epoch 1891 | loss: 0.0311629 | val_loss: 0.0311739 | Time: 3494.96 ms [2022-04-20 20:28:25 main:581] : INFO : Epoch 1892 | loss: 0.0311638 | val_loss: 0.0311739 | Time: 3473.37 ms [2022-04-20 20:28:29 main:581] : INFO : Epoch 1893 | loss: 0.0311631 | val_loss: 0.0311768 | Time: 3476.43 ms [2022-04-20 20:28:32 main:581] : INFO : Epoch 1894 | loss: 0.0311627 | val_loss: 0.0311758 | Time: 3480.66 ms [2022-04-20 20:28:36 main:581] : INFO : Epoch 1895 | loss: 0.031163 | val_loss: 0.0311768 | Time: 3484.66 ms [2022-04-20 20:28:39 main:581] : INFO : Epoch 1896 | loss: 0.0311645 | val_loss: 0.0311759 | Time: 3480.21 ms [2022-04-20 20:28:43 main:581] : INFO : Epoch 1897 | loss: 0.0311666 | val_loss: 0.0311723 | Time: 3484.23 ms [2022-04-20 20:28:46 main:581] : INFO : Epoch 1898 | loss: 0.0311644 | val_loss: 0.0311712 | Time: 3489.28 ms [2022-04-20 20:28:50 main:581] : INFO : Epoch 1899 | loss: 0.031165 | val_loss: 0.0311726 | Time: 3492.24 ms [2022-04-20 20:28:53 main:581] : INFO : Epoch 1900 | loss: 0.0311628 | val_loss: 0.031173 | Time: 3478.03 ms [2022-04-20 20:28:56 main:581] : INFO : Epoch 1901 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 3483.32 ms [2022-04-20 20:29:00 main:581] : INFO : Epoch 1902 | loss: 0.0311618 | val_loss: 0.0311733 | Time: 3488.43 ms [2022-04-20 20:29:03 main:581] : INFO : Epoch 1903 | loss: 0.0311628 | val_loss: 0.0311735 | Time: 3468.12 ms [2022-04-20 20:29:07 main:581] : INFO : Epoch 1904 | loss: 0.0311634 | val_loss: 0.0311752 | Time: 3482.37 ms [2022-04-20 20:29:10 main:581] : INFO : Epoch 1905 | loss: 0.031163 | val_loss: 0.031175 | Time: 3506.1 ms [2022-04-20 20:29:14 main:581] : INFO : Epoch 1906 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 3476.21 ms [2022-04-20 20:29:17 main:581] : INFO : Epoch 1907 | loss: 0.0311613 | val_loss: 0.0311731 | Time: 3477.99 ms [2022-04-20 20:29:21 main:581] : INFO : Epoch 1908 | loss: 0.0311617 | val_loss: 0.0311737 | Time: 3490.78 ms [2022-04-20 20:29:24 main:581] : INFO : Epoch 1909 | loss: 0.0311625 | val_loss: 0.0311736 | Time: 3481.84 ms [2022-04-20 20:29:28 main:581] : INFO : Epoch 1910 | loss: 0.0311611 | val_loss: 0.0311747 | Time: 3479.77 ms [2022-04-20 20:29:31 main:581] : INFO : Epoch 1911 | loss: 0.031163 | val_loss: 0.0311735 | Time: 3486.88 ms [2022-04-20 20:29:35 main:581] : INFO : Epoch 1912 | loss: 0.031162 | val_loss: 0.0311732 | Time: 3486.61 ms [2022-04-20 20:29:38 main:581] : INFO : Epoch 1913 | loss: 0.0311626 | val_loss: 0.0311791 | Time: 3474.11 ms [2022-04-20 20:29:42 main:581] : INFO : Epoch 1914 | loss: 0.0311644 | val_loss: 0.0311751 | Time: 3478.93 ms [2022-04-20 20:29:45 main:581] : INFO : Epoch 1915 | loss: 0.0311632 | val_loss: 0.0311738 | Time: 3486.02 ms [2022-04-20 20:29:49 main:581] : INFO : Epoch 1916 | loss: 0.0311614 | val_loss: 0.0311739 | Time: 3482.11 ms [2022-04-20 20:29:52 main:581] : INFO : Epoch 1917 | loss: 0.0311604 | val_loss: 0.0311749 | Time: 3481.17 ms [2022-04-20 20:29:56 main:581] : INFO : Epoch 1918 | loss: 0.0311619 | val_loss: 0.0311733 | Time: 3487.94 ms [2022-04-20 20:29:59 main:581] : INFO : Epoch 1919 | loss: 0.0311616 | val_loss: 0.0311778 | Time: 3493.59 ms [2022-04-20 20:30:03 main:581] : INFO : Epoch 1920 | loss: 0.0311643 | val_loss: 0.0311744 | Time: 3491.04 ms [2022-04-20 20:30:06 main:581] : INFO : Epoch 1921 | loss: 0.0311688 | val_loss: 0.0311748 | Time: 3480.91 ms [2022-04-20 20:30:10 main:581] : INFO : Epoch 1922 | loss: 0.0311657 | val_loss: 0.0311753 | Time: 3486.18 ms [2022-04-20 20:30:13 main:581] : INFO : Epoch 1923 | loss: 0.0311654 | val_loss: 0.031173 | Time: 3493.84 ms [2022-04-20 20:30:17 main:581] : INFO : Epoch 1924 | loss: 0.0311628 | val_loss: 0.0311709 | Time: 3466.44 ms [2022-04-20 20:30:20 main:581] : INFO : Epoch 1925 | loss: 0.0311628 | val_loss: 0.0311726 | Time: 3486.71 ms [2022-04-20 20:30:24 main:581] : INFO : Epoch 1926 | loss: 0.0311626 | val_loss: 0.0311718 | Time: 3502.64 ms [2022-04-20 20:30:27 main:581] : INFO : Epoch 1927 | loss: 0.0311619 | val_loss: 0.0311744 | Time: 3473.6 ms [2022-04-20 20:30:31 main:581] : INFO : Epoch 1928 | loss: 0.0311615 | val_loss: 0.0311754 | Time: 3490.1 ms [2022-04-20 20:30:34 main:581] : INFO : Epoch 1929 | loss: 0.0311608 | val_loss: 0.0311721 | Time: 3486.53 ms [2022-04-20 20:30:38 main:581] : INFO : Epoch 1930 | loss: 0.03116 | val_loss: 0.0311727 | Time: 3484.43 ms [2022-04-20 20:30:41 main:581] : INFO : Epoch 1931 | loss: 0.0311618 | val_loss: 0.0311724 | Time: 3475.39 ms [2022-04-20 20:30:44 main:581] : INFO : Epoch 1932 | loss: 0.0311613 | val_loss: 0.0311748 | Time: 3489.45 ms [2022-04-20 20:30:48 main:581] : INFO : Epoch 1933 | loss: 0.0311628 | val_loss: 0.0311717 | Time: 3485.44 ms [2022-04-20 20:30:51 main:581] : INFO : Epoch 1934 | loss: 0.0311625 | val_loss: 0.0311723 | Time: 3471.47 ms [2022-04-20 20:30:55 main:581] : INFO : Epoch 1935 | loss: 0.0311627 | val_loss: 0.0311736 | Time: 3482.19 ms [2022-04-20 20:30:58 main:581] : INFO : Epoch 1936 | loss: 0.0311647 | val_loss: 0.0311722 | Time: 3479.24 ms [2022-04-20 20:31:02 main:581] : INFO : Epoch 1937 | loss: 0.0311629 | val_loss: 0.0311731 | Time: 3481.04 ms [2022-04-20 20:31:05 main:581] : INFO : Epoch 1938 | loss: 0.0311617 | val_loss: 0.0311724 | Time: 3483.26 ms [2022-04-20 20:31:09 main:581] : INFO : Epoch 1939 | loss: 0.0311621 | val_loss: 0.0311726 | Time: 3483.01 ms [2022-04-20 20:31:12 main:581] : INFO : Epoch 1940 | loss: 0.0311619 | val_loss: 0.031174 | Time: 3487.26 ms [2022-04-20 20:31:16 main:581] : INFO : Epoch 1941 | loss: 0.0311614 | val_loss: 0.0311766 | Time: 3485.59 ms [2022-04-20 20:31:19 main:581] : INFO : Epoch 1942 | loss: 0.0311631 | val_loss: 0.0311715 | Time: 3488.39 ms [2022-04-20 20:31:23 main:581] : INFO : Epoch 1943 | loss: 0.0311609 | val_loss: 0.0311725 | Time: 3480.35 ms [2022-04-20 20:31:26 main:581] : INFO : Epoch 1944 | loss: 0.0311607 | val_loss: 0.0311714 | Time: 3487.42 ms [2022-04-20 20:31:30 main:581] : INFO : Epoch 1945 | loss: 0.0311622 | val_loss: 0.0311717 | Time: 3461.68 ms [2022-04-20 20:31:33 main:581] : INFO : Epoch 1946 | loss: 0.0311622 | val_loss: 0.0311729 | Time: 3488.22 ms [2022-04-20 20:31:37 main:581] : INFO : Epoch 1947 | loss: 0.0311631 | val_loss: 0.0311784 | Time: 3500.17 ms [2022-04-20 20:31:40 main:581] : INFO : Epoch 1948 | loss: 0.0311656 | val_loss: 0.0311716 | Time: 3480.98 ms [2022-04-20 20:31:44 main:581] : INFO : Epoch 1949 | loss: 0.0311645 | val_loss: 0.0311775 | Time: 3483.48 ms [2022-04-20 20:31:47 main:581] : INFO : Epoch 1950 | loss: 0.0311644 | val_loss: 0.0311767 | Time: 3489.07 ms [2022-04-20 20:31:51 main:581] : INFO : Epoch 1951 | loss: 0.0311637 | val_loss: 0.0311753 | Time: 3475.88 ms [2022-04-20 20:31:54 main:581] : INFO : Epoch 1952 | loss: 0.0311635 | val_loss: 0.0311725 | Time: 3481.06 ms [2022-04-20 20:31:58 main:581] : INFO : Epoch 1953 | loss: 0.0311615 | val_loss: 0.0311735 | Time: 3485.07 ms [2022-04-20 20:32:01 main:581] : INFO : Epoch 1954 | loss: 0.0311612 | val_loss: 0.0311731 | Time: 3480.04 ms [2022-04-20 20:32:05 main:581] : INFO : Epoch 1955 | loss: 0.0311607 | val_loss: 0.0311727 | Time: 3472.4 ms [2022-04-20 20:32:08 main:581] : INFO : Epoch 1956 | loss: 0.0311609 | val_loss: 0.0311721 | Time: 3482.93 ms [2022-04-20 20:32:12 main:581] : INFO : Epoch 1957 | loss: 0.0311622 | val_loss: 0.0311739 | Time: 3475.18 ms [2022-04-20 20:32:15 main:581] : INFO : Epoch 1958 | loss: 0.031161 | val_loss: 0.0311725 | Time: 3481.68 ms [2022-04-20 20:32:19 main:581] : INFO : Epoch 1959 | loss: 0.031161 | val_loss: 0.0311725 | Time: 3479.67 ms [2022-04-20 20:32:22 main:581] : INFO : Epoch 1960 | loss: 0.0311614 | val_loss: 0.031171 | Time: 3485.83 ms [2022-04-20 20:32:25 main:581] : INFO : Epoch 1961 | loss: 0.0311645 | val_loss: 0.0311715 | Time: 3488.87 ms [2022-04-20 20:32:29 main:581] : INFO : Epoch 1962 | loss: 0.0311698 | val_loss: 0.0311714 | Time: 3489.73 ms [2022-04-20 20:32:32 main:581] : INFO : Epoch 1963 | loss: 0.0311669 | val_loss: 0.0311708 | Time: 3479.86 ms [2022-04-20 20:32:36 main:581] : INFO : Epoch 1964 | loss: 0.0311674 | val_loss: 0.0311733 | Time: 3483.93 ms [2022-04-20 20:32:39 main:581] : INFO : Epoch 1965 | loss: 0.0311667 | val_loss: 0.0311725 | Time: 3489.73 ms [2022-04-20 20:32:43 main:581] : INFO : Epoch 1966 | loss: 0.0311676 | val_loss: 0.0311729 | Time: 3467.37 ms [2022-04-20 20:32:46 main:581] : INFO : Epoch 1967 | loss: 0.0311659 | val_loss: 0.031172 | Time: 3485.7 ms [2022-04-20 20:32:50 main:581] : INFO : Epoch 1968 | loss: 0.0311656 | val_loss: 0.0311707 | Time: 3504.34 ms [2022-04-20 20:32:53 main:581] : INFO : Epoch 1969 | loss: 0.0311654 | val_loss: 0.031171 | Time: 3474.92 ms [2022-04-20 20:32:57 main:581] : INFO : Epoch 1970 | loss: 0.0311656 | val_loss: 0.0311695 | Time: 3482.29 ms [2022-04-20 20:33:00 main:581] : INFO : Epoch 1971 | loss: 0.0311643 | val_loss: 0.031171 | Time: 3486.71 ms [2022-04-20 20:33:04 main:581] : INFO : Epoch 1972 | loss: 0.0311651 | val_loss: 0.0311709 | Time: 3475.9 ms [2022-04-20 20:33:07 main:581] : INFO : Epoch 1973 | loss: 0.0311666 | val_loss: 0.0311747 | Time: 3475.71 ms [2022-04-20 20:33:11 main:581] : INFO : Epoch 1974 | loss: 0.0311647 | val_loss: 0.0311703 | Time: 3488.21 ms [2022-04-20 20:33:14 main:581] : INFO : Epoch 1975 | loss: 0.0311643 | val_loss: 0.0311696 | Time: 3487.75 ms [2022-04-20 20:33:18 main:581] : INFO : Epoch 1976 | loss: 0.0311637 | val_loss: 0.0311696 | Time: 3473.71 ms [2022-04-20 20:33:21 main:581] : INFO : Epoch 1977 | loss: 0.0311636 | val_loss: 0.03117 | Time: 3480.62 ms [2022-04-20 20:33:25 main:581] : INFO : Epoch 1978 | loss: 0.0311632 | val_loss: 0.0311732 | Time: 3484.9 ms [2022-04-20 20:33:28 main:581] : INFO : Epoch 1979 | loss: 0.0311652 | val_loss: 0.0311783 | Time: 3484.19 ms [2022-04-20 20:33:32 main:581] : INFO : Epoch 1980 | loss: 0.0311635 | val_loss: 0.0311718 | Time: 3480.34 ms [2022-04-20 20:33:35 main:581] : INFO : Epoch 1981 | loss: 0.0311642 | val_loss: 0.0311775 | Time: 3487.74 ms [2022-04-20 20:33:39 main:581] : INFO : Epoch 1982 | loss: 0.0311648 | val_loss: 0.0311721 | Time: 3490.41 ms [2022-04-20 20:33:42 main:581] : INFO : Epoch 1983 | loss: 0.0311639 | val_loss: 0.0311722 | Time: 3485.96 ms [2022-04-20 20:33:46 main:581] : INFO : Epoch 1984 | loss: 0.0311627 | val_loss: 0.031172 | Time: 3478.62 ms [2022-04-20 20:33:49 main:581] : INFO : Epoch 1985 | loss: 0.0311626 | val_loss: 0.0311759 | Time: 3480.7 ms [2022-04-20 20:33:53 main:581] : INFO : Epoch 1986 | loss: 0.0311627 | val_loss: 0.0311729 | Time: 3491.86 ms [2022-04-20 20:33:56 main:581] : INFO : Epoch 1987 | loss: 0.0311613 | val_loss: 0.031175 | Time: 3471.24 ms [2022-04-20 20:34:00 main:581] : INFO : Epoch 1988 | loss: 0.0311629 | val_loss: 0.031173 | Time: 3489.59 ms [2022-04-20 20:34:03 main:581] : INFO : Epoch 1989 | loss: 0.031163 | val_loss: 0.0311731 | Time: 3503.89 ms [2022-04-20 20:34:07 main:581] : INFO : Epoch 1990 | loss: 0.031162 | val_loss: 0.0311717 | Time: 3481.85 ms [2022-04-20 20:34:10 main:581] : INFO : Epoch 1991 | loss: 0.0311616 | val_loss: 0.0311718 | Time: 3477.03 ms [2022-04-20 20:34:13 main:581] : INFO : Epoch 1992 | loss: 0.0311623 | val_loss: 0.0311728 | Time: 3488.18 ms [2022-04-20 20:34:17 main:581] : INFO : Epoch 1993 | loss: 0.0311626 | val_loss: 0.0311763 | Time: 3477.02 ms [2022-04-20 20:34:20 main:581] : INFO : Epoch 1994 | loss: 0.0311624 | val_loss: 0.0311733 | Time: 3478.83 ms [2022-04-20 20:34:24 main:581] : INFO : Epoch 1995 | loss: 0.0311605 | val_loss: 0.0311742 | Time: 3486.06 ms [2022-04-20 20:34:27 main:581] : INFO : Epoch 1996 | loss: 0.0311603 | val_loss: 0.0311755 | Time: 3484.49 ms [2022-04-20 20:34:31 main:581] : INFO : Epoch 1997 | loss: 0.031165 | val_loss: 0.0311772 | Time: 3471.81 ms [2022-04-20 20:34:34 main:581] : INFO : Epoch 1998 | loss: 0.0311692 | val_loss: 0.0311731 | Time: 3477.93 ms [2022-04-20 20:34:38 main:581] : INFO : Epoch 1999 | loss: 0.0311675 | val_loss: 0.0311724 | Time: 3484.38 ms [2022-04-20 20:34:41 main:581] : INFO : Epoch 2000 | loss: 0.0311663 | val_loss: 0.0311725 | Time: 3488.11 ms [2022-04-20 20:34:45 main:581] : INFO : Epoch 2001 | loss: 0.031166 | val_loss: 0.0311739 | Time: 3484.31 ms [2022-04-20 20:34:48 main:581] : INFO : Epoch 2002 | loss: 0.0311644 | val_loss: 0.0311749 | Time: 3484.31 ms [2022-04-20 20:34:52 main:581] : INFO : Epoch 2003 | loss: 0.0311652 | val_loss: 0.0311755 | Time: 3486.71 ms [2022-04-20 20:34:55 main:581] : INFO : Epoch 2004 | loss: 0.0311661 | val_loss: 0.0311748 | Time: 3489.8 ms [2022-04-20 20:34:59 main:581] : INFO : Epoch 2005 | loss: 0.0311638 | val_loss: 0.0311779 | Time: 3480.87 ms [2022-04-20 20:35:02 main:581] : INFO : Epoch 2006 | loss: 0.0311651 | val_loss: 0.0311734 | Time: 3485.49 ms [2022-04-20 20:35:06 main:581] : INFO : Epoch 2007 | loss: 0.0311645 | val_loss: 0.0311754 | Time: 3485.84 ms [2022-04-20 20:35:09 main:581] : INFO : Epoch 2008 | loss: 0.0311633 | val_loss: 0.031173 | Time: 3468.57 ms [2022-04-20 20:35:13 main:581] : INFO : Epoch 2009 | loss: 0.0311632 | val_loss: 0.0311739 | Time: 3487.54 ms [2022-04-20 20:35:16 main:581] : INFO : Epoch 2010 | loss: 0.031162 | val_loss: 0.0311731 | Time: 3508.86 ms [2022-04-20 20:35:20 main:581] : INFO : Epoch 2011 | loss: 0.0311636 | val_loss: 0.031175 | Time: 3473.07 ms [2022-04-20 20:35:23 main:581] : INFO : Epoch 2012 | loss: 0.0311649 | val_loss: 0.031177 | Time: 3485.61 ms [2022-04-20 20:35:27 main:581] : INFO : Epoch 2013 | loss: 0.0311638 | val_loss: 0.0311729 | Time: 3489.16 ms [2022-04-20 20:35:30 main:581] : INFO : Epoch 2014 | loss: 0.0311634 | val_loss: 0.031178 | Time: 3476.8 ms [2022-04-20 20:35:34 main:581] : INFO : Epoch 2015 | loss: 0.0311659 | val_loss: 0.0311732 | Time: 3472.3 ms [2022-04-20 20:35:37 main:581] : INFO : Epoch 2016 | loss: 0.0311637 | val_loss: 0.031174 | Time: 3486.2 ms [2022-04-20 20:35:41 main:581] : INFO : Epoch 2017 | loss: 0.0311623 | val_loss: 0.0311748 | Time: 3492.82 ms [2022-04-20 20:35:44 main:581] : INFO : Epoch 2018 | loss: 0.0311636 | val_loss: 0.0311743 | Time: 3474.27 ms [2022-04-20 20:35:48 main:581] : INFO : Epoch 2019 | loss: 0.0311656 | val_loss: 0.0311758 | Time: 3482.64 ms [2022-04-20 20:35:51 main:581] : INFO : Epoch 2020 | loss: 0.0311652 | val_loss: 0.0311739 | Time: 3479.51 ms [2022-04-20 20:35:55 main:581] : INFO : Epoch 2021 | loss: 0.0311644 | val_loss: 0.0311768 | Time: 3481.64 ms [2022-04-20 20:35:58 main:581] : INFO : Epoch 2022 | loss: 0.0311631 | val_loss: 0.0311709 | Time: 3478.91 ms [2022-04-20 20:36:01 main:581] : INFO : Epoch 2023 | loss: 0.0311632 | val_loss: 0.0311724 | Time: 3482.23 ms [2022-04-20 20:36:05 main:581] : INFO : Epoch 2024 | loss: 0.0311623 | val_loss: 0.0311714 | Time: 3490.46 ms [2022-04-20 20:36:08 main:581] : INFO : Epoch 2025 | loss: 0.0311626 | val_loss: 0.0311736 | Time: 3488.46 ms [2022-04-20 20:36:12 main:581] : INFO : Epoch 2026 | loss: 0.0311615 | val_loss: 0.0311741 | Time: 3481.04 ms [2022-04-20 20:36:15 main:581] : INFO : Epoch 2027 | loss: 0.0311639 | val_loss: 0.0311725 | Time: 3480.6 ms [2022-04-20 20:36:19 main:581] : INFO : Epoch 2028 | loss: 0.0311618 | val_loss: 0.0311761 | Time: 3493.91 ms [2022-04-20 20:36:22 main:581] : INFO : Epoch 2029 | loss: 0.0311605 | val_loss: 0.0311752 | Time: 3468.35 ms [2022-04-20 20:36:26 main:581] : INFO : Epoch 2030 | loss: 0.0311616 | val_loss: 0.031173 | Time: 3489.44 ms [2022-04-20 20:36:29 main:581] : INFO : Epoch 2031 | loss: 0.0311613 | val_loss: 0.0311735 | Time: 3500.46 ms [2022-04-20 20:36:33 main:581] : INFO : Epoch 2032 | loss: 0.0311607 | val_loss: 0.031174 | Time: 3487.01 ms [2022-04-20 20:36:36 main:581] : INFO : Epoch 2033 | loss: 0.0311608 | val_loss: 0.0311724 | Time: 3475.78 ms [2022-04-20 20:36:40 main:581] : INFO : Epoch 2034 | loss: 0.031163 | val_loss: 0.0311785 | Time: 3489.37 ms [2022-04-20 20:36:43 main:581] : INFO : Epoch 2035 | loss: 0.0311615 | val_loss: 0.0311803 | Time: 3479.21 ms [2022-04-20 20:36:47 main:581] : INFO : Epoch 2036 | loss: 0.0311619 | val_loss: 0.0311749 | Time: 3476.84 ms [2022-04-20 20:36:50 main:581] : INFO : Epoch 2037 | loss: 0.0311601 | val_loss: 0.0311813 | Time: 3490.25 ms [2022-04-20 20:36:54 main:581] : INFO : Epoch 2038 | loss: 0.0311616 | val_loss: 0.0311743 | Time: 3489.05 ms [2022-04-20 20:36:57 main:581] : INFO : Epoch 2039 | loss: 0.0311614 | val_loss: 0.0311794 | Time: 3472.41 ms [2022-04-20 20:37:01 main:581] : INFO : Epoch 2040 | loss: 0.0311623 | val_loss: 0.0311721 | Time: 3480.68 ms [2022-04-20 20:37:04 main:581] : INFO : Epoch 2041 | loss: 0.0311605 | val_loss: 0.0311743 | Time: 3485.46 ms [2022-04-20 20:37:08 main:581] : INFO : Epoch 2042 | loss: 0.031161 | val_loss: 0.0311721 | Time: 3490.47 ms [2022-04-20 20:37:11 main:581] : INFO : Epoch 2043 | loss: 0.0311611 | val_loss: 0.0311714 | Time: 3477.98 ms [2022-04-20 20:37:15 main:581] : INFO : Epoch 2044 | loss: 0.0311607 | val_loss: 0.0311733 | Time: 3488.71 ms [2022-04-20 20:37:18 main:581] : INFO : Epoch 2045 | loss: 0.0311606 | val_loss: 0.0311719 | Time: 3488.41 ms [2022-04-20 20:37:22 main:581] : INFO : Epoch 2046 | loss: 0.0311601 | val_loss: 0.0311747 | Time: 3492.72 ms [2022-04-20 20:37:25 main:581] : INFO : Epoch 2047 | loss: 0.0311614 | val_loss: 0.0311731 | Time: 3473.32 ms [2022-04-20 20:37:29 main:581] : INFO : Epoch 2048 | loss: 0.0311603 | val_loss: 0.0311763 | Time: 3482.35 ms [2022-04-20 20:37:29 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311763 [2022-04-20 20:37:29 main:610] : INFO : Saving end state to config to file [2022-04-20 20:37:29 main:615] : INFO : Success, exiting.. 20:37:29 (14496): 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)